warning: commands will be executed using /bin/sh
job 3034 at Tue Apr  1 20:18:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140331/YutaMouse20-140331/YutaMouse20-140331
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2387009 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 41908 members 
Mstep: Class 3 contains 41833 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 41698 members 
Mstep: Class 6 contains 41812 members 
Mstep: Class 7 contains 41784 members 
Mstep: Class 8 contains 41938 members 
Mstep: Class 9 contains 41628 members 
Mstep: Class 10 contains 41882 members 
Mstep: Class 11 contains 42085 members 
Mstep: Class 12 contains 41616 members 
Mstep: Class 13 contains 41817 members 
Mstep: Class 14 contains 42117 members 
Mstep: Class 15 contains 41875 members 
Mstep: Class 16 contains 42005 members 
Mstep: Class 17 contains 41950 members 
Mstep: Class 18 contains 41784 members 
Mstep: Class 19 contains 41882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2458.283936 but Gain 3369.562500
Score: -114292744.000000 Penalty: 60652.093750
Iteration 0F: 19 clusters Score -1.142927e+08 nChanged 753461
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 16092 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 9753 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 109936 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 18703 members 
Mstep: Class 11 contains 13929 members 
Mstep: Class 12 contains 22058 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 155281 members 
Mstep: Class 15 contains 6056 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 377328 members 
Mstep: Class 19 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117409608.000000 Penalty: 60652.093750
Iteration 1F: 19 clusters Score -1.174096e+08 nChanged 288923
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 12518 members 
Mstep: Class 5 contains 21771 members 
Mstep: Class 6 contains 2851 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 141596 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 25341 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 13538 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 227706 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 278038 members 
Mstep: Class 19 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118241960.000000 Penalty: 60652.093750
Iteration 2F: 19 clusters Score -1.18242e+08 nChanged 238505
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 17757 members 
Mstep: Class 5 contains 43761 members 
Mstep: Class 6 contains 2739 members 
Mstep: Class 7 contains 25716 members 
Mstep: Class 8 contains 144527 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 39213 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 7264 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 223380 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 17 contains 16044 members 
Mstep: Class 18 contains 217201 members 
Mstep: Class 19 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118884024.000000 Penalty: 60652.093750
Iteration 3F: 19 clusters Score -1.18884e+08 nChanged 197927
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13139 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 19964 members 
Mstep: Class 5 contains 59164 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 42030 members 
Mstep: Class 8 contains 145570 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 18741 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 11520 members 
Mstep: Class 14 contains 215893 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 17 contains 26534 members 
Mstep: Class 18 contains 154382 members 
Mstep: Class 19 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119383080.000000 Penalty: 60652.093750
Iteration 4F: 19 clusters Score -1.193831e+08 nChanged 123522
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 15131 members 
Mstep: Class 3 contains 14785 members 
Mstep: Class 4 contains 18025 members 
Mstep: Class 5 contains 65653 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 47843 members 
Mstep: Class 8 contains 147405 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 48120 members 
Mstep: Class 11 contains 26480 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 14 contains 196328 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 17 contains 35778 members 
Mstep: Class 18 contains 132436 members 
Mstep: Class 19 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119630672.000000 Penalty: 60652.093750
Iteration 5F: 19 clusters Score -1.196307e+08 nChanged 86926
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 17918 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 4 contains 14668 members 
Mstep: Class 5 contains 69538 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 48568 members 
Mstep: Class 8 contains 144995 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 48957 members 
Mstep: Class 11 contains 30879 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 172337 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 42136 members 
Mstep: Class 18 contains 133424 members 
Mstep: Class 19 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119802152.000000 Penalty: 60652.093750
Iteration 6F: 19 clusters Score -1.198022e+08 nChanged 59122
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 20567 members 
Mstep: Class 3 contains 16513 members 
Mstep: Class 4 contains 12141 members 
Mstep: Class 5 contains 71223 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 48480 members 
Mstep: Class 8 contains 140489 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 49053 members 
Mstep: Class 11 contains 32738 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 158086 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 17 contains 45611 members 
Mstep: Class 18 contains 136682 members 
Mstep: Class 19 contains 14448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119918688.000000 Penalty: 60652.093750
Iteration 7F: 19 clusters Score -1.199187e+08 nChanged 38899
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 22574 members 
Mstep: Class 3 contains 18292 members 
Mstep: Class 4 contains 10695 members 
Mstep: Class 5 contains 71802 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 48476 members 
Mstep: Class 8 contains 136635 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 48513 members 
Mstep: Class 11 contains 33433 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 25873 members 
Mstep: Class 14 contains 153048 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 17 contains 47813 members 
Mstep: Class 18 contains 136423 members 
Mstep: Class 19 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119976040.000000 Penalty: 60652.093750
Iteration 8Q: 19 clusters Score -1.19976e+08 nChanged 27126
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 23615 members 
Mstep: Class 3 contains 20237 members 
Mstep: Class 4 contains 9926 members 
Mstep: Class 5 contains 71935 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 48567 members 
Mstep: Class 8 contains 134397 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 47989 members 
Mstep: Class 11 contains 34186 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 27001 members 
Mstep: Class 14 contains 151392 members 
Mstep: Class 15 contains 2440 members 
Mstep: Class 17 contains 49297 members 
Mstep: Class 18 contains 133901 members 
Mstep: Class 19 contains 16987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119997472.000000 Penalty: 60652.093750
Iteration 9Q: 19 clusters Score -1.199975e+08 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 24037 members 
Mstep: Class 3 contains 22067 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 71795 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 48786 members 
Mstep: Class 8 contains 133285 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 47701 members 
Mstep: Class 11 contains 35104 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 27551 members 
Mstep: Class 14 contains 150313 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 17 contains 50402 members 
Mstep: Class 18 contains 130784 members 
Mstep: Class 19 contains 17953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120014136.000000 Penalty: 60652.093750
Iteration 10Q: 19 clusters Score -1.200141e+08 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 24050 members 
Mstep: Class 3 contains 23862 members 
Mstep: Class 4 contains 9498 members 
Mstep: Class 5 contains 71620 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 132703 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 47472 members 
Mstep: Class 11 contains 36253 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 27775 members 
Mstep: Class 14 contains 149513 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 17 contains 51204 members 
Mstep: Class 18 contains 127356 members 
Mstep: Class 19 contains 18964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120027856.000000 Penalty: 60652.093750
Iteration 11Q: 19 clusters Score -1.200279e+08 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 23935 members 
Mstep: Class 3 contains 25544 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 71367 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 49406 members 
Mstep: Class 8 contains 132536 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 47338 members 
Mstep: Class 11 contains 37553 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 27869 members 
Mstep: Class 14 contains 148810 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 17 contains 51832 members 
Mstep: Class 18 contains 123580 members 
Mstep: Class 19 contains 20183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120038568.000000 Penalty: 60652.093750
Iteration 12Q: 19 clusters Score -1.200386e+08 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 23741 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 71147 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 49823 members 
Mstep: Class 8 contains 132739 members 
Mstep: Class 9 contains 3938 members 
Mstep: Class 10 contains 47312 members 
Mstep: Class 11 contains 38896 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 27864 members 
Mstep: Class 14 contains 148137 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 17 contains 52427 members 
Mstep: Class 18 contains 119336 members 
Mstep: Class 19 contains 21591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120049152.000000 Penalty: 60652.093750
Iteration 13Q: 19 clusters Score -1.200492e+08 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 23513 members 
Mstep: Class 3 contains 28596 members 
Mstep: Class 4 contains 9355 members 
Mstep: Class 5 contains 70970 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 50382 members 
Mstep: Class 8 contains 133085 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 47507 members 
Mstep: Class 11 contains 40153 members 
Mstep: Class 12 contains 3660 members 
Mstep: Class 13 contains 27997 members 
Mstep: Class 14 contains 147461 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 17 contains 52972 members 
Mstep: Class 18 contains 114588 members 
Mstep: Class 19 contains 23000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120061080.000000 Penalty: 60652.093750
Iteration 14Q: 19 clusters Score -1.200611e+08 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 23202 members 
Mstep: Class 3 contains 30193 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 70869 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 51123 members 
Mstep: Class 8 contains 133649 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 48288 members 
Mstep: Class 11 contains 41143 members 
Mstep: Class 12 contains 3658 members 
Mstep: Class 13 contains 28228 members 
Mstep: Class 14 contains 146804 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 17 contains 53446 members 
Mstep: Class 18 contains 108993 members 
Mstep: Class 19 contains 24504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120079808.000000 Penalty: 60652.093750
Iteration 15Q: 19 clusters Score -1.200798e+08 nChanged 17180
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 22799 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 8934 members 
Mstep: Class 5 contains 70736 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 52058 members 
Mstep: Class 8 contains 134154 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 49324 members 
Mstep: Class 11 contains 41272 members 
Mstep: Class 12 contains 3681 members 
Mstep: Class 13 contains 28588 members 
Mstep: Class 14 contains 146181 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 17 contains 53914 members 
Mstep: Class 18 contains 103578 members 
Mstep: Class 19 contains 26140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120112752.000000 Penalty: 60652.093750
Iteration 16Q: 19 clusters Score -1.201128e+08 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 22441 members 
Mstep: Class 3 contains 33743 members 
Mstep: Class 4 contains 8667 members 
Mstep: Class 5 contains 70761 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 53128 members 
Mstep: Class 8 contains 132901 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 48334 members 
Mstep: Class 11 contains 40123 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 29123 members 
Mstep: Class 14 contains 145579 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 17 contains 54353 members 
Mstep: Class 18 contains 102586 members 
Mstep: Class 19 contains 27930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120130936.000000 Penalty: 60652.093750
Iteration 17Q: 19 clusters Score -1.201309e+08 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 22035 members 
Mstep: Class 3 contains 35461 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 70731 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 53943 members 
Mstep: Class 8 contains 130859 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 46604 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 29744 members 
Mstep: Class 14 contains 145016 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 17 contains 54723 members 
Mstep: Class 18 contains 102896 members 
Mstep: Class 19 contains 29713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120137528.000000 Penalty: 60652.093750
Iteration 18Q: 19 clusters Score -1.201375e+08 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 21660 members 
Mstep: Class 3 contains 36906 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 70741 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 54440 members 
Mstep: Class 8 contains 128991 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 10 contains 44953 members 
Mstep: Class 11 contains 38928 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 30362 members 
Mstep: Class 14 contains 144347 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 17 contains 55040 members 
Mstep: Class 18 contains 103412 members 
Mstep: Class 19 contains 31472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120142280.000000 Penalty: 60652.093750
Iteration 19Q: 19 clusters Score -1.201423e+08 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 38203 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 70753 members 
Mstep: Class 6 contains 1703 members 
Mstep: Class 7 contains 54753 members 
Mstep: Class 8 contains 127253 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 43516 members 
Mstep: Class 11 contains 38521 members 
Mstep: Class 12 contains 3715 members 
Mstep: Class 13 contains 30968 members 
Mstep: Class 14 contains 143622 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 17 contains 55316 members 
Mstep: Class 18 contains 103932 members 
Mstep: Class 19 contains 33200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120149040.000000 Penalty: 60652.093750
Iteration 20F: 19 clusters Score -1.20149e+08 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 20685 members 
Mstep: Class 3 contains 39726 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 5 contains 70741 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 54972 members 
Mstep: Class 8 contains 125166 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 42047 members 
Mstep: Class 11 contains 38170 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 31710 members 
Mstep: Class 14 contains 142795 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 17 contains 55578 members 
Mstep: Class 18 contains 104397 members 
Mstep: Class 19 contains 35017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120154032.000000 Penalty: 60652.093750
Iteration 21Q: 19 clusters Score -1.20154e+08 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 20205 members 
Mstep: Class 3 contains 41073 members 
Mstep: Class 4 contains 8804 members 
Mstep: Class 5 contains 70792 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 55112 members 
Mstep: Class 8 contains 123270 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 40776 members 
Mstep: Class 11 contains 37860 members 
Mstep: Class 12 contains 3840 members 
Mstep: Class 13 contains 32531 members 
Mstep: Class 14 contains 141846 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 17 contains 55862 members 
Mstep: Class 18 contains 104771 members 
Mstep: Class 19 contains 36804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120158672.000000 Penalty: 60652.093750
Iteration 22Q: 19 clusters Score -1.201587e+08 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 19727 members 
Mstep: Class 3 contains 42289 members 
Mstep: Class 4 contains 8866 members 
Mstep: Class 5 contains 70884 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 55256 members 
Mstep: Class 8 contains 121518 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 39589 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 33401 members 
Mstep: Class 14 contains 140895 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 17 contains 56134 members 
Mstep: Class 18 contains 105053 members 
Mstep: Class 19 contains 38563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120162552.000000 Penalty: 60652.093750
Iteration 23Q: 19 clusters Score -1.201626e+08 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 19279 members 
Mstep: Class 3 contains 43405 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 70970 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 55411 members 
Mstep: Class 8 contains 119817 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 38494 members 
Mstep: Class 11 contains 37350 members 
Mstep: Class 12 contains 3915 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 139999 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 17 contains 56353 members 
Mstep: Class 18 contains 105290 members 
Mstep: Class 19 contains 40276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120166664.000000 Penalty: 60652.093750
Iteration 24Q: 19 clusters Score -1.201667e+08 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 18838 members 
Mstep: Class 3 contains 44443 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 71074 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 55567 members 
Mstep: Class 8 contains 118255 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 37487 members 
Mstep: Class 11 contains 37112 members 
Mstep: Class 12 contains 3936 members 
Mstep: Class 13 contains 35201 members 
Mstep: Class 14 contains 139111 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 105486 members 
Mstep: Class 19 contains 41838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120170064.000000 Penalty: 60652.093750
Iteration 25Q: 19 clusters Score -1.201701e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 45439 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 71209 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 55705 members 
Mstep: Class 8 contains 116773 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 36568 members 
Mstep: Class 11 contains 36945 members 
Mstep: Class 12 contains 3949 members 
Mstep: Class 13 contains 36024 members 
Mstep: Class 14 contains 138214 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 17 contains 56770 members 
Mstep: Class 18 contains 105588 members 
Mstep: Class 19 contains 43288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120173784.000000 Penalty: 60652.093750
Iteration 26Q: 19 clusters Score -1.201738e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 18100 members 
Mstep: Class 3 contains 46291 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 71313 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 55848 members 
Mstep: Class 8 contains 115403 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 35670 members 
Mstep: Class 11 contains 36813 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 36802 members 
Mstep: Class 14 contains 137402 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 17 contains 56971 members 
Mstep: Class 18 contains 105661 members 
Mstep: Class 19 contains 44648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120177632.000000 Penalty: 60652.093750
Iteration 27Q: 19 clusters Score -1.201776e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 17799 members 
Mstep: Class 3 contains 47152 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 71412 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 56004 members 
Mstep: Class 8 contains 114081 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 34784 members 
Mstep: Class 11 contains 36659 members 
Mstep: Class 12 contains 3959 members 
Mstep: Class 13 contains 37605 members 
Mstep: Class 14 contains 136684 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 17 contains 57119 members 
Mstep: Class 18 contains 105724 members 
Mstep: Class 19 contains 45893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120180376.000000 Penalty: 60652.093750
Iteration 28Q: 19 clusters Score -1.201804e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 17554 members 
Mstep: Class 3 contains 48001 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 71500 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 56149 members 
Mstep: Class 8 contains 112843 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 33998 members 
Mstep: Class 11 contains 36499 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 13 contains 38376 members 
Mstep: Class 14 contains 135988 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 17 contains 57247 members 
Mstep: Class 18 contains 105787 members 
Mstep: Class 19 contains 47076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120183192.000000 Penalty: 60652.093750
Iteration 29Q: 19 clusters Score -1.201832e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 17379 members 
Mstep: Class 3 contains 48810 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 71602 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 56308 members 
Mstep: Class 8 contains 111670 members 
Mstep: Class 9 contains 4065 members 
Mstep: Class 10 contains 33255 members 
Mstep: Class 11 contains 36346 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 39111 members 
Mstep: Class 14 contains 135297 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 17 contains 57372 members 
Mstep: Class 18 contains 105835 members 
Mstep: Class 19 contains 48177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120185784.000000 Penalty: 60652.093750
Iteration 30Q: 19 clusters Score -1.201858e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 17235 members 
Mstep: Class 3 contains 49590 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 71681 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 56453 members 
Mstep: Class 8 contains 110652 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 32532 members 
Mstep: Class 11 contains 36192 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 39754 members 
Mstep: Class 14 contains 134714 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 17 contains 57481 members 
Mstep: Class 18 contains 105879 members 
Mstep: Class 19 contains 49150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120187720.000000 Penalty: 60652.093750
Iteration 31Q: 19 clusters Score -1.201877e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 17174 members 
Mstep: Class 3 contains 50285 members 
Mstep: Class 4 contains 8871 members 
Mstep: Class 5 contains 71721 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 56624 members 
Mstep: Class 8 contains 109693 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 31864 members 
Mstep: Class 11 contains 36025 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 134203 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 17 contains 57566 members 
Mstep: Class 18 contains 105907 members 
Mstep: Class 19 contains 50030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120189104.000000 Penalty: 60652.093750
Iteration 32Q: 19 clusters Score -1.201891e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17138 members 
Mstep: Class 3 contains 50830 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 71747 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 56777 members 
Mstep: Class 8 contains 108881 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 31296 members 
Mstep: Class 11 contains 35850 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 40872 members 
Mstep: Class 14 contains 133783 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 57635 members 
Mstep: Class 18 contains 105956 members 
Mstep: Class 19 contains 50752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120189992.000000 Penalty: 60652.093750
Iteration 33Q: 19 clusters Score -1.2019e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 17094 members 
Mstep: Class 3 contains 51318 members 
Mstep: Class 4 contains 8799 members 
Mstep: Class 5 contains 71767 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 56928 members 
Mstep: Class 8 contains 108171 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 30788 members 
Mstep: Class 11 contains 35661 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 41362 members 
Mstep: Class 14 contains 133422 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 57706 members 
Mstep: Class 18 contains 106007 members 
Mstep: Class 19 contains 51380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120191040.000000 Penalty: 60652.093750
Iteration 34Q: 19 clusters Score -1.20191e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 17075 members 
Mstep: Class 3 contains 51759 members 
Mstep: Class 4 contains 8756 members 
Mstep: Class 5 contains 71793 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57071 members 
Mstep: Class 8 contains 107511 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 30319 members 
Mstep: Class 11 contains 35505 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 41827 members 
Mstep: Class 14 contains 133106 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 17 contains 57766 members 
Mstep: Class 18 contains 106051 members 
Mstep: Class 19 contains 51933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120192064.000000 Penalty: 60652.093750
Iteration 35Q: 19 clusters Score -1.201921e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 17053 members 
Mstep: Class 3 contains 52069 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 71801 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 57195 members 
Mstep: Class 8 contains 106957 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 29939 members 
Mstep: Class 11 contains 35343 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 42256 members 
Mstep: Class 14 contains 132820 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 17 contains 57806 members 
Mstep: Class 18 contains 106095 members 
Mstep: Class 19 contains 52465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120192752.000000 Penalty: 60652.093750
Iteration 36Q: 19 clusters Score -1.201928e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 17016 members 
Mstep: Class 3 contains 52354 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 71797 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 57316 members 
Mstep: Class 8 contains 106422 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 29671 members 
Mstep: Class 11 contains 35156 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 42672 members 
Mstep: Class 14 contains 132552 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 57821 members 
Mstep: Class 18 contains 106136 members 
Mstep: Class 19 contains 52915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120193208.000000 Penalty: 60652.093750
Iteration 37Q: 19 clusters Score -1.201932e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 16996 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 71803 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57469 members 
Mstep: Class 8 contains 105948 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 29430 members 
Mstep: Class 11 contains 34956 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 43021 members 
Mstep: Class 14 contains 132326 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 57853 members 
Mstep: Class 18 contains 106179 members 
Mstep: Class 19 contains 53283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120194008.000000 Penalty: 60652.093750
Iteration 38Q: 19 clusters Score -1.20194e+08 nChanged 1602
Entering ConstructFrom: 
Score: -120194008.000000 Penalty: 60652.093750
Entering ConstructFrom: 
Trying to split cluster 1 (12905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Entering Unmasked Estep 
Score: -1912726.125000 Penalty: 2347.411865
	Iteration 0F: 2 clusters Score -1912726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1903179.250000 Penalty: 4694.823730
	Iteration 0F: 3 clusters Score -1903179 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1906324.625000 Penalty: 4694.823730
	Iteration 1F: 3 clusters Score -1906325 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1907051.000000 Penalty: 4694.823730
	Iteration 2F: 3 clusters Score -1907051 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1907977.000000 Penalty: 4694.823730
	Iteration 3F: 3 clusters Score -1907977 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1909103.625000 Penalty: 4694.823730
	Iteration 4F: 3 clusters Score -1909104 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1910206.875000 Penalty: 4694.823730
	Iteration 5F: 3 clusters Score -1910207 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1911025.125000 Penalty: 4694.823730
	Iteration 6F: 3 clusters Score -1911025 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1911554.500000 Penalty: 4694.823730
	Iteration 7F: 3 clusters Score -1911554 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1911915.875000 Penalty: 4694.823730
	Iteration 8Q: 3 clusters Score -1911916 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1912175.125000 Penalty: 4694.823730
	Iteration 9Q: 3 clusters Score -1912175 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1912358.125000 Penalty: 4694.823730
	Iteration 10Q: 3 clusters Score -1912358 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1912484.250000 Penalty: 4694.823730
	Iteration 11Q: 3 clusters Score -1912484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1912589.000000 Penalty: 4694.823730
	Iteration 12Q: 3 clusters Score -1912589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1912666.625000 Penalty: 4694.823730
	Iteration 13Q: 3 clusters Score -1912667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1912727.500000 Penalty: 4694.823730
	Iteration 14Q: 3 clusters Score -1912728 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1912767.375000 Penalty: 4694.823730
	Iteration 15Q: 3 clusters Score -1912767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1912807.750000 Penalty: 4694.823730
	Iteration 16Q: 3 clusters Score -1912808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1912836.625000 Penalty: 4694.823730
	Iteration 17Q: 3 clusters Score -1912837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1912860.250000 Penalty: 4694.823730
	Iteration 18Q: 3 clusters Score -1912860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1912898.500000 Penalty: 4694.823730
	Iteration 19Q: 3 clusters Score -1912898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1912936.375000 Penalty: 4694.823730
	Iteration 20F: 3 clusters Score -1912936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1913000.125000 Penalty: 4694.823730
	Iteration 21Q: 3 clusters Score -1913000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1913044.625000 Penalty: 4694.823730
	Iteration 22Q: 3 clusters Score -1913045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1913101.125000 Penalty: 4694.823730
	Iteration 23Q: 3 clusters Score -1913101 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1913144.000000 Penalty: 4694.823730
	Iteration 24Q: 3 clusters Score -1913144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1913170.250000 Penalty: 4694.823730
	Iteration 25Q: 3 clusters Score -1913170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1913183.375000 Penalty: 4694.823730
	Iteration 26Q: 3 clusters Score -1913183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1913203.500000 Penalty: 4694.823730
	Iteration 27Q: 3 clusters Score -1913204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1913217.750000 Penalty: 4694.823730
	Iteration 28Q: 3 clusters Score -1913218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1913229.375000 Penalty: 4694.823730
	Iteration 29Q: 3 clusters Score -1913229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1913244.875000 Penalty: 4694.823730
	Iteration 30Q: 3 clusters Score -1913245 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1913262.625000 Penalty: 4694.823730
	Iteration 31Q: 3 clusters Score -1913263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1913279.875000 Penalty: 4694.823730
	Iteration 32Q: 3 clusters Score -1913280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1913305.500000 Penalty: 4694.823730
	Iteration 33Q: 3 clusters Score -1913306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1913322.250000 Penalty: 4694.823730
	Iteration 34Q: 3 clusters Score -1913322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1913351.250000 Penalty: 4694.823730
	Iteration 35Q: 3 clusters Score -1913351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1913375.500000 Penalty: 4694.823730
	Iteration 36Q: 3 clusters Score -1913376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1913405.750000 Penalty: 4694.823730
	Iteration 37Q: 3 clusters Score -1913406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1913435.750000 Penalty: 4694.823730
	Iteration 38Q: 3 clusters Score -1913436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1913476.375000 Penalty: 4694.823730
	Iteration 39Q: 3 clusters Score -1913476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1913528.750000 Penalty: 4694.823730
	Iteration 40F: 3 clusters Score -1913529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1913569.375000 Penalty: 4694.823730
	Iteration 41Q: 3 clusters Score -1913569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1913607.250000 Penalty: 4694.823730
	Iteration 42Q: 3 clusters Score -1913607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1913646.625000 Penalty: 4694.823730
	Iteration 43Q: 3 clusters Score -1913647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1913674.625000 Penalty: 4694.823730
	Iteration 44Q: 3 clusters Score -1913675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1913696.375000 Penalty: 4694.823730
	Iteration 45Q: 3 clusters Score -1913696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1913704.625000 Penalty: 4694.823730
	Iteration 46Q: 3 clusters Score -1913705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1913721.125000 Penalty: 4694.823730
	Iteration 47Q: 3 clusters Score -1913721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1913725.125000 Penalty: 4694.823730
	Iteration 48Q: 3 clusters Score -1913725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1913731.125000 Penalty: 4694.823730
	Iteration 49Q: 3 clusters Score -1913731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1913738.500000 Penalty: 4694.823730
	Iteration 50Q: 3 clusters Score -1913738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1913743.000000 Penalty: 4694.823730
	Iteration 51Q: 3 clusters Score -1913743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1913748.500000 Penalty: 4694.823730
	Iteration 52Q: 3 clusters Score -1913748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1913750.750000 Penalty: 4694.823730
	Iteration 53Q: 3 clusters Score -1913751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1913756.500000 Penalty: 4694.823730
	Iteration 54Q: 3 clusters Score -1913756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1913758.000000 Penalty: 4694.823730
	Iteration 55Q: 3 clusters Score -1913758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1913757.625000 Penalty: 4694.823730
	Iteration 56Q: 3 clusters Score -1913758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1913761.250000 Penalty: 4694.823730
	Iteration 57Q: 3 clusters Score -1913761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1913758.750000 Penalty: 4694.823730
	Iteration 58Q: 3 clusters Score -1913759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1913761.125000 Penalty: 4694.823730
	Iteration 59Q: 3 clusters Score -1913761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1913764.875000 Penalty: 4694.823730
	Iteration 60F: 3 clusters Score -1913765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1913764.125000 Penalty: 4694.823730
	Iteration 61Q: 3 clusters Score -1913764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1913761.875000 Penalty: 4694.823730
	Iteration 62Q: 3 clusters Score -1913762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1913765.500000 Penalty: 4694.823730
	Iteration 63Q: 3 clusters Score -1913766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1913761.875000 Penalty: 4694.823730
	Iteration 64Q: 3 clusters Score -1913762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1913764.125000 Penalty: 4694.823730
	Iteration 65Q: 3 clusters Score -1913764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1913767.000000 Penalty: 4694.823730
	Iteration 66Q: 3 clusters Score -1913767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1913764.625000 Penalty: 4694.823730
	Iteration 67Q: 3 clusters Score -1913765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1913764.750000 Penalty: 4694.823730
	Iteration 68Q: 3 clusters Score -1913765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1913765.125000 Penalty: 4694.823730
	Iteration 69Q: 3 clusters Score -1913765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1913767.750000 Penalty: 4694.823730
	Iteration 70Q: 3 clusters Score -1913768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1913767.875000 Penalty: 4694.823730
	Iteration 71Q: 3 clusters Score -1913768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1913769.250000 Penalty: 4694.823730
	Iteration 72Q: 3 clusters Score -1913769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1913772.750000 Penalty: 4694.823730
	Iteration 73Q: 3 clusters Score -1913773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1913769.125000 Penalty: 4694.823730
	Iteration 74Q: 3 clusters Score -1913769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1913769.125000 Penalty: 4694.823730
	Iteration 75F: 3 clusters Score -1913769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 52815 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 71791 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Entering Unmasked Estep 
Score: -120194736.000000 Penalty: 64021.656250
Splitting cluster 1 changes total score from -120194008.000000 to -120194736.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -2487061.250000 Penalty: 2415.088379
	Iteration 0F: 2 clusters Score -2487061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2474990.750000 Penalty: 4830.176758
	Iteration 0F: 3 clusters Score -2474991 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2479686.750000 Penalty: 4830.176758
	Iteration 1F: 3 clusters Score -2479687 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2481347.750000 Penalty: 4830.176758
	Iteration 2F: 3 clusters Score -2481348 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2483886.750000 Penalty: 4830.176758
	Iteration 3F: 3 clusters Score -2483887 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2486327.250000 Penalty: 4830.176758
	Iteration 4F: 3 clusters Score -2486327 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2487698.750000 Penalty: 4830.176758
	Iteration 5F: 3 clusters Score -2487699 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2488304.250000 Penalty: 4830.176758
	Iteration 6F: 3 clusters Score -2488304 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2488549.500000 Penalty: 4830.176758
	Iteration 7Q: 3 clusters Score -2488550 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2488672.250000 Penalty: 4830.176758
	Iteration 8Q: 3 clusters Score -2488672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2488759.250000 Penalty: 4830.176758
	Iteration 9Q: 3 clusters Score -2488759 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2488822.750000 Penalty: 4830.176758
	Iteration 10Q: 3 clusters Score -2488823 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2488895.750000 Penalty: 4830.176758
	Iteration 11Q: 3 clusters Score -2488896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2488930.000000 Penalty: 4830.176758
	Iteration 12Q: 3 clusters Score -2488930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2488958.000000 Penalty: 4830.176758
	Iteration 13Q: 3 clusters Score -2488958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2488978.000000 Penalty: 4830.176758
	Iteration 14Q: 3 clusters Score -2488978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2488990.250000 Penalty: 4830.176758
	Iteration 15Q: 3 clusters Score -2488990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2488985.750000 Penalty: 4830.176758
	Iteration 16Q: 3 clusters Score -2488986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2488993.250000 Penalty: 4830.176758
	Iteration 17Q: 3 clusters Score -2488993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2489000.500000 Penalty: 4830.176758
	Iteration 18Q: 3 clusters Score -2489000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2489009.750000 Penalty: 4830.176758
	Iteration 19Q: 3 clusters Score -2489010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2489011.750000 Penalty: 4830.176758
	Iteration 20F: 3 clusters Score -2489012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2489009.000000 Penalty: 4830.176758
	Iteration 21Q: 3 clusters Score -2489009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2489011.500000 Penalty: 4830.176758
	Iteration 22Q: 3 clusters Score -2489012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2489011.000000 Penalty: 4830.176758
	Iteration 23Q: 3 clusters Score -2489011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2489008.750000 Penalty: 4830.176758
	Iteration 24Q: 3 clusters Score -2489009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2489013.000000 Penalty: 4830.176758
	Iteration 25Q: 3 clusters Score -2489013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2489012.000000 Penalty: 4830.176758
	Iteration 26Q: 3 clusters Score -2489012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2489008.250000 Penalty: 4830.176758
	Iteration 27Q: 3 clusters Score -2489008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2489003.250000 Penalty: 4830.176758
	Iteration 28Q: 3 clusters Score -2489003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2489009.250000 Penalty: 4830.176758
	Iteration 29Q: 3 clusters Score -2489009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2489007.250000 Penalty: 4830.176758
	Iteration 30Q: 3 clusters Score -2489007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2489007.250000 Penalty: 4830.176758
	Iteration 31Q: 3 clusters Score -2489007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2489010.500000 Penalty: 4830.176758
	Iteration 32Q: 3 clusters Score -2489010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2489012.000000 Penalty: 4830.176758
	Iteration 33Q: 3 clusters Score -2489012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2489012.000000 Penalty: 4830.176758
	Iteration 34F: 3 clusters Score -2489012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 52815 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 71791 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Entering Unmasked Estep 
Score: -120196048.000000 Penalty: 67391.218750
Splitting cluster 2 changes total score from -120194008.000000 to -120196048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (52815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Entering Unmasked Estep 
Score: -7671784.500000 Penalty: 2696.888672
	Iteration 0F: 2 clusters Score -7671784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7636602.500000 Penalty: 5393.777344
	Iteration 0F: 3 clusters Score -7636602 nChanged 24339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -7653951.000000 Penalty: 5393.777344
	Iteration 1F: 3 clusters Score -7653951 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -7659087.500000 Penalty: 5393.777344
	Iteration 2F: 3 clusters Score -7659088 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -7663842.500000 Penalty: 5393.777344
	Iteration 3F: 3 clusters Score -7663842 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7666597.000000 Penalty: 5393.777344
	Iteration 4F: 3 clusters Score -7666597 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -7667986.500000 Penalty: 5393.777344
	Iteration 5F: 3 clusters Score -7667986 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7668824.000000 Penalty: 5393.777344
	Iteration 6Q: 3 clusters Score -7668824 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -7669404.500000 Penalty: 5393.777344
	Iteration 7Q: 3 clusters Score -7669404 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -7669925.500000 Penalty: 5393.777344
	Iteration 8Q: 3 clusters Score -7669926 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -7670555.500000 Penalty: 5393.777344
	Iteration 9Q: 3 clusters Score -7670556 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -7671123.000000 Penalty: 5393.777344
	Iteration 10Q: 3 clusters Score -7671123 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -7671647.000000 Penalty: 5393.777344
	Iteration 11Q: 3 clusters Score -7671647 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7672245.000000 Penalty: 5393.777344
	Iteration 12Q: 3 clusters Score -7672245 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -7672891.500000 Penalty: 5393.777344
	Iteration 13Q: 3 clusters Score -7672892 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -7673319.500000 Penalty: 5393.777344
	Iteration 14Q: 3 clusters Score -7673320 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -7673681.500000 Penalty: 5393.777344
	Iteration 15Q: 3 clusters Score -7673682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -7673899.500000 Penalty: 5393.777344
	Iteration 16Q: 3 clusters Score -7673900 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -7674106.500000 Penalty: 5393.777344
	Iteration 17Q: 3 clusters Score -7674106 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -7674273.000000 Penalty: 5393.777344
	Iteration 18Q: 3 clusters Score -7674273 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -7674414.500000 Penalty: 5393.777344
	Iteration 19Q: 3 clusters Score -7674414 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -7674544.000000 Penalty: 5393.777344
	Iteration 20F: 3 clusters Score -7674544 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -7674657.500000 Penalty: 5393.777344
	Iteration 21Q: 3 clusters Score -7674658 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -7674862.500000 Penalty: 5393.777344
	Iteration 22Q: 3 clusters Score -7674862 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -7675075.500000 Penalty: 5393.777344
	Iteration 23Q: 3 clusters Score -7675076 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -7675307.000000 Penalty: 5393.777344
	Iteration 24Q: 3 clusters Score -7675307 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7675521.000000 Penalty: 5393.777344
	Iteration 25Q: 3 clusters Score -7675521 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -7675745.500000 Penalty: 5393.777344
	Iteration 26Q: 3 clusters Score -7675746 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7675866.500000 Penalty: 5393.777344
	Iteration 27Q: 3 clusters Score -7675866 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -7675963.500000 Penalty: 5393.777344
	Iteration 28Q: 3 clusters Score -7675964 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -7676081.000000 Penalty: 5393.777344
	Iteration 29Q: 3 clusters Score -7676081 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -7676172.500000 Penalty: 5393.777344
	Iteration 30Q: 3 clusters Score -7676172 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -7676200.500000 Penalty: 5393.777344
	Iteration 31Q: 3 clusters Score -7676200 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -7676281.500000 Penalty: 5393.777344
	Iteration 32Q: 3 clusters Score -7676282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -7676303.500000 Penalty: 5393.777344
	Iteration 33Q: 3 clusters Score -7676304 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -7676294.500000 Penalty: 5393.777344
	Iteration 34Q: 3 clusters Score -7676294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7676317.500000 Penalty: 5393.777344
	Iteration 35Q: 3 clusters Score -7676318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7676355.500000 Penalty: 5393.777344
	Iteration 36Q: 3 clusters Score -7676356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -7676378.500000 Penalty: 5393.777344
	Iteration 37Q: 3 clusters Score -7676378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -7676404.000000 Penalty: 5393.777344
	Iteration 38Q: 3 clusters Score -7676404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -7676396.500000 Penalty: 5393.777344
	Iteration 39Q: 3 clusters Score -7676396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -7676392.000000 Penalty: 5393.777344
	Iteration 40F: 3 clusters Score -7676392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -7676380.500000 Penalty: 5393.777344
	Iteration 41Q: 3 clusters Score -7676380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -7676389.000000 Penalty: 5393.777344
	Iteration 42Q: 3 clusters Score -7676389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -7676399.000000 Penalty: 5393.777344
	Iteration 43Q: 3 clusters Score -7676399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -7676402.500000 Penalty: 5393.777344
	Iteration 44Q: 3 clusters Score -7676402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -7676402.500000 Penalty: 5393.777344
	Iteration 45Q: 3 clusters Score -7676402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -7676401.500000 Penalty: 5393.777344
	Iteration 46Q: 3 clusters Score -7676402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -7676420.500000 Penalty: 5393.777344
	Iteration 47Q: 3 clusters Score -7676420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -7676410.500000 Penalty: 5393.777344
	Iteration 48Q: 3 clusters Score -7676410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -7676422.500000 Penalty: 5393.777344
	Iteration 49Q: 3 clusters Score -7676422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7676430.000000 Penalty: 5393.777344
	Iteration 50Q: 3 clusters Score -7676430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -7676439.000000 Penalty: 5393.777344
	Iteration 51Q: 3 clusters Score -7676439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7676428.000000 Penalty: 5393.777344
	Iteration 52Q: 3 clusters Score -7676428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -7676421.000000 Penalty: 5393.777344
	Iteration 53Q: 3 clusters Score -7676421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7676420.500000 Penalty: 5393.777344
	Iteration 54Q: 3 clusters Score -7676420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -7676420.000000 Penalty: 5393.777344
	Iteration 55Q: 3 clusters Score -7676420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -7676421.000000 Penalty: 5393.777344
	Iteration 56Q: 3 clusters Score -7676421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -7676426.500000 Penalty: 5393.777344
	Iteration 57Q: 3 clusters Score -7676426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7676425.000000 Penalty: 5393.777344
	Iteration 58Q: 3 clusters Score -7676425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7676418.500000 Penalty: 5393.777344
	Iteration 59Q: 3 clusters Score -7676418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -7676418.000000 Penalty: 5393.777344
	Iteration 60F: 3 clusters Score -7676418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -7676417.000000 Penalty: 5393.777344
	Iteration 61Q: 3 clusters Score -7676417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -7676418.000000 Penalty: 5393.777344
	Iteration 62Q: 3 clusters Score -7676418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7676418.500000 Penalty: 5393.777344
	Iteration 63Q: 3 clusters Score -7676418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -7676419.000000 Penalty: 5393.777344
	Iteration 64Q: 3 clusters Score -7676419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -7676424.500000 Penalty: 5393.777344
	Iteration 65Q: 3 clusters Score -7676424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7676430.000000 Penalty: 5393.777344
	Iteration 66Q: 3 clusters Score -7676430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -7676425.000000 Penalty: 5393.777344
	Iteration 67Q: 3 clusters Score -7676425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7676430.000000 Penalty: 5393.777344
	Iteration 68Q: 3 clusters Score -7676430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -7676435.000000 Penalty: 5393.777344
	Iteration 69Q: 3 clusters Score -7676435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -7676430.000000 Penalty: 5393.777344
	Iteration 70Q: 3 clusters Score -7676430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -7676432.500000 Penalty: 5393.777344
	Iteration 71Q: 3 clusters Score -7676432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7676431.000000 Penalty: 5393.777344
	Iteration 72Q: 3 clusters Score -7676431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7676434.500000 Penalty: 5393.777344
	Iteration 73Q: 3 clusters Score -7676434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -7676433.500000 Penalty: 5393.777344
	Iteration 74Q: 3 clusters Score -7676434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -7676433.000000 Penalty: 5393.777344
	Iteration 75Q: 3 clusters Score -7676433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -7676432.500000 Penalty: 5393.777344
	Iteration 76Q: 3 clusters Score -7676432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7676430.500000 Penalty: 5393.777344
	Iteration 77Q: 3 clusters Score -7676430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -7676429.000000 Penalty: 5393.777344
	Iteration 78Q: 3 clusters Score -7676429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -7676427.500000 Penalty: 5393.777344
	Iteration 79Q: 3 clusters Score -7676428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -7676431.000000 Penalty: 5393.777344
	Iteration 80F: 3 clusters Score -7676431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -7676429.500000 Penalty: 5393.777344
	Iteration 81Q: 3 clusters Score -7676430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -7676429.500000 Penalty: 5393.777344
	Iteration 82F: 3 clusters Score -7676430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 71791 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Entering Unmasked Estep 
Score: -120200160.000000 Penalty: 70760.781250
Splitting cluster 3 changes total score from -120194008.000000 to -120200160.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -1285385.875000 Penalty: 2248.255371
	Iteration 0F: 2 clusters Score -1285386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1278672.500000 Penalty: 4496.510742
	Iteration 0F: 3 clusters Score -1278672 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1280790.000000 Penalty: 4496.510742
	Iteration 1F: 3 clusters Score -1280790 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1281299.125000 Penalty: 4496.510742
	Iteration 2F: 3 clusters Score -1281299 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1281826.875000 Penalty: 4496.510742
	Iteration 3F: 3 clusters Score -1281827 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1282358.250000 Penalty: 4496.510742
	Iteration 4F: 3 clusters Score -1282358 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1282877.500000 Penalty: 4496.510742
	Iteration 5F: 3 clusters Score -1282878 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1283340.500000 Penalty: 4496.510742
	Iteration 6F: 3 clusters Score -1283340 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1283706.250000 Penalty: 4496.510742
	Iteration 7Q: 3 clusters Score -1283706 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1284006.500000 Penalty: 4496.510742
	Iteration 8Q: 3 clusters Score -1284006 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1284315.500000 Penalty: 4496.510742
	Iteration 9Q: 3 clusters Score -1284316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1284605.500000 Penalty: 4496.510742
	Iteration 10Q: 3 clusters Score -1284606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1284767.375000 Penalty: 4496.510742
	Iteration 11Q: 3 clusters Score -1284767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1284820.250000 Penalty: 4496.510742
	Iteration 12Q: 3 clusters Score -1284820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1284858.000000 Penalty: 4496.510742
	Iteration 13Q: 3 clusters Score -1284858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1284888.000000 Penalty: 4496.510742
	Iteration 14Q: 3 clusters Score -1284888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1284930.000000 Penalty: 4496.510742
	Iteration 15Q: 3 clusters Score -1284930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1284993.375000 Penalty: 4496.510742
	Iteration 16Q: 3 clusters Score -1284993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1285052.125000 Penalty: 4496.510742
	Iteration 17Q: 3 clusters Score -1285052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1285170.000000 Penalty: 4496.510742
	Iteration 18Q: 3 clusters Score -1285170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1285292.500000 Penalty: 4496.510742
	Iteration 19Q: 3 clusters Score -1285292 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1285375.875000 Penalty: 4496.510742
	Iteration 20F: 3 clusters Score -1285376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1285403.875000 Penalty: 4496.510742
	Iteration 21Q: 3 clusters Score -1285404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1285417.750000 Penalty: 4496.510742
	Iteration 22Q: 3 clusters Score -1285418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1285423.875000 Penalty: 4496.510742
	Iteration 23Q: 3 clusters Score -1285424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1285428.375000 Penalty: 4496.510742
	Iteration 24Q: 3 clusters Score -1285428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1285432.375000 Penalty: 4496.510742
	Iteration 25Q: 3 clusters Score -1285432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1285433.500000 Penalty: 4496.510742
	Iteration 26Q: 3 clusters Score -1285434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1285434.125000 Penalty: 4496.510742
	Iteration 27Q: 3 clusters Score -1285434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1285433.625000 Penalty: 4496.510742
	Iteration 28Q: 3 clusters Score -1285434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1285436.375000 Penalty: 4496.510742
	Iteration 29Q: 3 clusters Score -1285436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1285437.250000 Penalty: 4496.510742
	Iteration 30Q: 3 clusters Score -1285437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1285435.875000 Penalty: 4496.510742
	Iteration 31Q: 3 clusters Score -1285436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1285435.500000 Penalty: 4496.510742
	Iteration 32Q: 3 clusters Score -1285436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1285437.000000 Penalty: 4496.510742
	Iteration 33Q: 3 clusters Score -1285437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1285439.000000 Penalty: 4496.510742
	Iteration 34Q: 3 clusters Score -1285439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1285438.250000 Penalty: 4496.510742
	Iteration 35Q: 3 clusters Score -1285438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1285438.500000 Penalty: 4496.510742
	Iteration 36Q: 3 clusters Score -1285438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1285439.375000 Penalty: 4496.510742
	Iteration 37Q: 3 clusters Score -1285439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1285439.250000 Penalty: 4496.510742
	Iteration 38Q: 3 clusters Score -1285439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1285439.250000 Penalty: 4496.510742
	Iteration 39F: 3 clusters Score -1285439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 71791 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Entering Unmasked Estep 
Score: -120199072.000000 Penalty: 74130.335938
Splitting cluster 4 changes total score from -120194008.000000 to -120199072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (71791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Entering Unmasked Estep 
Score: -11029667.000000 Penalty: 2773.015625
	Iteration 0F: 2 clusters Score -1.102967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -10981656.000000 Penalty: 5546.031250
	Iteration 0F: 3 clusters Score -1.098166e+07 nChanged 33604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -11002646.000000 Penalty: 5546.031250
	Iteration 1F: 3 clusters Score -1.100265e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -11007916.000000 Penalty: 5546.031250
	Iteration 2F: 3 clusters Score -1.100792e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -11015446.000000 Penalty: 5546.031250
	Iteration 3F: 3 clusters Score -1.101545e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -11021764.000000 Penalty: 5546.031250
	Iteration 4F: 3 clusters Score -1.102176e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -11025208.000000 Penalty: 5546.031250
	Iteration 5F: 3 clusters Score -1.102521e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -11027053.000000 Penalty: 5546.031250
	Iteration 6F: 3 clusters Score -1.102705e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -11028223.000000 Penalty: 5546.031250
	Iteration 7Q: 3 clusters Score -1.102822e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -11029236.000000 Penalty: 5546.031250
	Iteration 8Q: 3 clusters Score -1.102924e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -11030005.000000 Penalty: 5546.031250
	Iteration 9Q: 3 clusters Score -1.103e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11030779.000000 Penalty: 5546.031250
	Iteration 10Q: 3 clusters Score -1.103078e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -11031479.000000 Penalty: 5546.031250
	Iteration 11Q: 3 clusters Score -1.103148e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -11031973.000000 Penalty: 5546.031250
	Iteration 12Q: 3 clusters Score -1.103197e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -11032276.000000 Penalty: 5546.031250
	Iteration 13Q: 3 clusters Score -1.103228e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -11032537.000000 Penalty: 5546.031250
	Iteration 14Q: 3 clusters Score -1.103254e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -11032694.000000 Penalty: 5546.031250
	Iteration 15Q: 3 clusters Score -1.103269e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -11032838.000000 Penalty: 5546.031250
	Iteration 16Q: 3 clusters Score -1.103284e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -11032870.000000 Penalty: 5546.031250
	Iteration 17Q: 3 clusters Score -1.103287e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -11032957.000000 Penalty: 5546.031250
	Iteration 18Q: 3 clusters Score -1.103296e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -11032948.000000 Penalty: 5546.031250
	Iteration 19Q: 3 clusters Score -1.103295e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -11032959.000000 Penalty: 5546.031250
	Iteration 20F: 3 clusters Score -1.103296e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -11032977.000000 Penalty: 5546.031250
	Iteration 21Q: 3 clusters Score -1.103298e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -11033018.000000 Penalty: 5546.031250
	Iteration 22Q: 3 clusters Score -1.103302e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -11033030.000000 Penalty: 5546.031250
	Iteration 23Q: 3 clusters Score -1.103303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -11033052.000000 Penalty: 5546.031250
	Iteration 24Q: 3 clusters Score -1.103305e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -11033081.000000 Penalty: 5546.031250
	Iteration 25Q: 3 clusters Score -1.103308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -11033101.000000 Penalty: 5546.031250
	Iteration 26Q: 3 clusters Score -1.10331e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -11033107.000000 Penalty: 5546.031250
	Iteration 27Q: 3 clusters Score -1.103311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -11033098.000000 Penalty: 5546.031250
	Iteration 28Q: 3 clusters Score -1.10331e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -11033091.000000 Penalty: 5546.031250
	Iteration 29Q: 3 clusters Score -1.103309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -11033096.000000 Penalty: 5546.031250
	Iteration 30Q: 3 clusters Score -1.10331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -11033093.000000 Penalty: 5546.031250
	Iteration 31Q: 3 clusters Score -1.103309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -11033092.000000 Penalty: 5546.031250
	Iteration 32Q: 3 clusters Score -1.103309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -11033088.000000 Penalty: 5546.031250
	Iteration 33Q: 3 clusters Score -1.103309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -11033092.000000 Penalty: 5546.031250
	Iteration 34Q: 3 clusters Score -1.103309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -11033099.000000 Penalty: 5546.031250
	Iteration 35Q: 3 clusters Score -1.10331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -11033100.000000 Penalty: 5546.031250
	Iteration 36Q: 3 clusters Score -1.10331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -11033116.000000 Penalty: 5546.031250
	Iteration 37Q: 3 clusters Score -1.103312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -11033105.000000 Penalty: 5546.031250
	Iteration 38Q: 3 clusters Score -1.10331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -11033088.000000 Penalty: 5546.031250
	Iteration 39Q: 3 clusters Score -1.103309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -11033084.000000 Penalty: 5546.031250
	Iteration 40F: 3 clusters Score -1.103308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -11033096.000000 Penalty: 5546.031250
	Iteration 41Q: 3 clusters Score -1.10331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -11033091.000000 Penalty: 5546.031250
	Iteration 42Q: 3 clusters Score -1.103309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -11033093.000000 Penalty: 5546.031250
	Iteration 43Q: 3 clusters Score -1.103309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -11033121.000000 Penalty: 5546.031250
	Iteration 44Q: 3 clusters Score -1.103312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -11033112.000000 Penalty: 5546.031250
	Iteration 45Q: 3 clusters Score -1.103311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -11033116.000000 Penalty: 5546.031250
	Iteration 46Q: 3 clusters Score -1.103312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -11033118.000000 Penalty: 5546.031250
	Iteration 47Q: 3 clusters Score -1.103312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -11033122.000000 Penalty: 5546.031250
	Iteration 48Q: 3 clusters Score -1.103312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -11033127.000000 Penalty: 5546.031250
	Iteration 49Q: 3 clusters Score -1.103313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -11033151.000000 Penalty: 5546.031250
	Iteration 50Q: 3 clusters Score -1.103315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -11033140.000000 Penalty: 5546.031250
	Iteration 51Q: 3 clusters Score -1.103314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -11033136.000000 Penalty: 5546.031250
	Iteration 52Q: 3 clusters Score -1.103314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -11033126.000000 Penalty: 5546.031250
	Iteration 53Q: 3 clusters Score -1.103313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -11033125.000000 Penalty: 5546.031250
	Iteration 54Q: 3 clusters Score -1.103312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -11033140.000000 Penalty: 5546.031250
	Iteration 55Q: 3 clusters Score -1.103314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -11033134.000000 Penalty: 5546.031250
	Iteration 56Q: 3 clusters Score -1.103313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -11033129.000000 Penalty: 5546.031250
	Iteration 57Q: 3 clusters Score -1.103313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11033134.000000 Penalty: 5546.031250
	Iteration 58Q: 3 clusters Score -1.103313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -11033143.000000 Penalty: 5546.031250
	Iteration 59Q: 3 clusters Score -1.103314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -11033136.000000 Penalty: 5546.031250
	Iteration 60F: 3 clusters Score -1.103314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Entering Unmasked Estep 
Score: -120202824.000000 Penalty: 77499.898438
Splitting cluster 5 changes total score from -120194008.000000 to -120202824.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -187788.015625 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -187788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186245.984375 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -186246 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -189230.218750 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -189230.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -190116.328125 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -190116.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190241.359375 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -190241.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -190284.968750 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -190285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -190313.906250 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -190313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190336.375000 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -190336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -190370.578125 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -190370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190392.656250 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -190392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -190399.625000 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -190399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190404.156250 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -190404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190418.546875 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -190418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -190471.296875 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -190471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -190513.296875 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -190513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190572.531250 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -190572.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190624.578125 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -190624.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -190653.312500 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -190653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -190664.781250 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -190664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -190673.250000 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -190673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190674.562500 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -190674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -190678.250000 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -190678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190695.796875 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -190695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190700.718750 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -190700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190701.281250 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -190701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190701.281250 Penalty: 3618.684570
	Iteration 24F: 3 clusters Score -190701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 105547 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Entering Unmasked Estep 
Score: -120204344.000000 Penalty: 80869.460938
Splitting cluster 6 changes total score from -120194008.000000 to -120204344.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (57606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Entering Unmasked Estep 
Score: -8911231.000000 Penalty: 2718.422607
	Iteration 0F: 2 clusters Score -8911231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -8872459.000000 Penalty: 5436.845215
	Iteration 0F: 3 clusters Score -8872459 nChanged 26849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8888117.000000 Penalty: 5436.845215
	Iteration 1F: 3 clusters Score -8888117 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8889166.000000 Penalty: 5436.845215
	Iteration 2Q: 3 clusters Score -8889166 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -8890518.000000 Penalty: 5436.845215
	Iteration 3F: 3 clusters Score -8890518 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8892000.000000 Penalty: 5436.845215
	Iteration 4F: 3 clusters Score -8892000 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8893806.000000 Penalty: 5436.845215
	Iteration 5F: 3 clusters Score -8893806 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -8895509.000000 Penalty: 5436.845215
	Iteration 6F: 3 clusters Score -8895509 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -8897202.000000 Penalty: 5436.845215
	Iteration 7F: 3 clusters Score -8897202 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -8898607.000000 Penalty: 5436.845215
	Iteration 8Q: 3 clusters Score -8898607 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8899859.000000 Penalty: 5436.845215
	Iteration 9Q: 3 clusters Score -8899859 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8900817.000000 Penalty: 5436.845215
	Iteration 10Q: 3 clusters Score -8900817 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -8901706.000000 Penalty: 5436.845215
	Iteration 11Q: 3 clusters Score -8901706 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -8902491.000000 Penalty: 5436.845215
	Iteration 12Q: 3 clusters Score -8902491 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -8903029.000000 Penalty: 5436.845215
	Iteration 13Q: 3 clusters Score -8903029 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8903338.000000 Penalty: 5436.845215
	Iteration 14Q: 3 clusters Score -8903338 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8903548.000000 Penalty: 5436.845215
	Iteration 15Q: 3 clusters Score -8903548 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8903712.000000 Penalty: 5436.845215
	Iteration 16Q: 3 clusters Score -8903712 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8903809.000000 Penalty: 5436.845215
	Iteration 17Q: 3 clusters Score -8903809 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -8903875.000000 Penalty: 5436.845215
	Iteration 18Q: 3 clusters Score -8903875 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -8903926.000000 Penalty: 5436.845215
	Iteration 19Q: 3 clusters Score -8903926 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -8903977.000000 Penalty: 5436.845215
	Iteration 20F: 3 clusters Score -8903977 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -8904046.000000 Penalty: 5436.845215
	Iteration 21Q: 3 clusters Score -8904046 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8904092.000000 Penalty: 5436.845215
	Iteration 22Q: 3 clusters Score -8904092 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -8904149.000000 Penalty: 5436.845215
	Iteration 23Q: 3 clusters Score -8904149 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -8904192.000000 Penalty: 5436.845215
	Iteration 24Q: 3 clusters Score -8904192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -8904248.000000 Penalty: 5436.845215
	Iteration 25Q: 3 clusters Score -8904248 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -8904329.000000 Penalty: 5436.845215
	Iteration 26Q: 3 clusters Score -8904329 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8904397.000000 Penalty: 5436.845215
	Iteration 27Q: 3 clusters Score -8904397 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -8904515.000000 Penalty: 5436.845215
	Iteration 28Q: 3 clusters Score -8904515 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -8904649.000000 Penalty: 5436.845215
	Iteration 29Q: 3 clusters Score -8904649 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -8904783.000000 Penalty: 5436.845215
	Iteration 30Q: 3 clusters Score -8904783 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8904930.000000 Penalty: 5436.845215
	Iteration 31Q: 3 clusters Score -8904930 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8905056.000000 Penalty: 5436.845215
	Iteration 32Q: 3 clusters Score -8905056 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -8905278.000000 Penalty: 5436.845215
	Iteration 33Q: 3 clusters Score -8905278 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8905492.000000 Penalty: 5436.845215
	Iteration 34Q: 3 clusters Score -8905492 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -8905814.000000 Penalty: 5436.845215
	Iteration 35Q: 3 clusters Score -8905814 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8906128.000000 Penalty: 5436.845215
	Iteration 36Q: 3 clusters Score -8906128 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -8906479.000000 Penalty: 5436.845215
	Iteration 37Q: 3 clusters Score -8906479 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8906813.000000 Penalty: 5436.845215
	Iteration 38Q: 3 clusters Score -8906813 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8907100.000000 Penalty: 5436.845215
	Iteration 39Q: 3 clusters Score -8907100 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8907380.000000 Penalty: 5436.845215
	Iteration 40F: 3 clusters Score -8907380 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8907672.000000 Penalty: 5436.845215
	Iteration 41Q: 3 clusters Score -8907672 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8907960.000000 Penalty: 5436.845215
	Iteration 42Q: 3 clusters Score -8907960 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8908231.000000 Penalty: 5436.845215
	Iteration 43Q: 3 clusters Score -8908231 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -8908476.000000 Penalty: 5436.845215
	Iteration 44Q: 3 clusters Score -8908476 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -8908694.000000 Penalty: 5436.845215
	Iteration 45Q: 3 clusters Score -8908694 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -8908821.000000 Penalty: 5436.845215
	Iteration 46Q: 3 clusters Score -8908821 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8908949.000000 Penalty: 5436.845215
	Iteration 47Q: 3 clusters Score -8908949 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -8909070.000000 Penalty: 5436.845215
	Iteration 48Q: 3 clusters Score -8909070 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -8909157.000000 Penalty: 5436.845215
	Iteration 49Q: 3 clusters Score -8909157 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -8909214.000000 Penalty: 5436.845215
	Iteration 50Q: 3 clusters Score -8909214 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -8909300.000000 Penalty: 5436.845215
	Iteration 51Q: 3 clusters Score -8909300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -8909319.000000 Penalty: 5436.845215
	Iteration 52Q: 3 clusters Score -8909319 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -8909385.000000 Penalty: 5436.845215
	Iteration 53Q: 3 clusters Score -8909385 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -8909404.000000 Penalty: 5436.845215
	Iteration 54Q: 3 clusters Score -8909404 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -8909443.000000 Penalty: 5436.845215
	Iteration 55Q: 3 clusters Score -8909443 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -8909496.000000 Penalty: 5436.845215
	Iteration 56Q: 3 clusters Score -8909496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -8909527.000000 Penalty: 5436.845215
	Iteration 57Q: 3 clusters Score -8909527 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -8909546.000000 Penalty: 5436.845215
	Iteration 58Q: 3 clusters Score -8909546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -8909558.000000 Penalty: 5436.845215
	Iteration 59Q: 3 clusters Score -8909558 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -8909587.000000 Penalty: 5436.845215
	Iteration 60F: 3 clusters Score -8909587 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -8909627.000000 Penalty: 5436.845215
	Iteration 61Q: 3 clusters Score -8909627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -8909640.000000 Penalty: 5436.845215
	Iteration 62Q: 3 clusters Score -8909640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -8909668.000000 Penalty: 5436.845215
	Iteration 63Q: 3 clusters Score -8909668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -8909673.000000 Penalty: 5436.845215
	Iteration 64Q: 3 clusters Score -8909673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -8909685.000000 Penalty: 5436.845215
	Iteration 65Q: 3 clusters Score -8909685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -8909707.000000 Penalty: 5436.845215
	Iteration 66Q: 3 clusters Score -8909707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -8909728.000000 Penalty: 5436.845215
	Iteration 67Q: 3 clusters Score -8909728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -8909750.000000 Penalty: 5436.845215
	Iteration 68Q: 3 clusters Score -8909750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -8909755.000000 Penalty: 5436.845215
	Iteration 69Q: 3 clusters Score -8909755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -8909780.000000 Penalty: 5436.845215
	Iteration 70Q: 3 clusters Score -8909780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -8909783.000000 Penalty: 5436.845215
	Iteration 71Q: 3 clusters Score -8909783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -8909789.000000 Penalty: 5436.845215
	Iteration 72Q: 3 clusters Score -8909789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -8909800.000000 Penalty: 5436.845215
	Iteration 73Q: 3 clusters Score -8909800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -8909797.000000 Penalty: 5436.845215
	Iteration 74Q: 3 clusters Score -8909797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -8909797.000000 Penalty: 5436.845215
	Iteration 75Q: 3 clusters Score -8909797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -8909802.000000 Penalty: 5436.845215
	Iteration 76Q: 3 clusters Score -8909802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -8909792.000000 Penalty: 5436.845215
	Iteration 77Q: 3 clusters Score -8909792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -8909789.000000 Penalty: 5436.845215
	Iteration 78Q: 3 clusters Score -8909789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -8909811.000000 Penalty: 5436.845215
	Iteration 79Q: 3 clusters Score -8909811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -8909813.000000 Penalty: 5436.845215
	Iteration 80F: 3 clusters Score -8909813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -8909817.000000 Penalty: 5436.845215
	Iteration 81Q: 3 clusters Score -8909817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -8909816.000000 Penalty: 5436.845215
	Iteration 82Q: 3 clusters Score -8909816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -8909817.000000 Penalty: 5436.845215
	Iteration 83Q: 3 clusters Score -8909817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -8909816.000000 Penalty: 5436.845215
	Iteration 84Q: 3 clusters Score -8909816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -8909821.000000 Penalty: 5436.845215
	Iteration 85Q: 3 clusters Score -8909821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -8909819.000000 Penalty: 5436.845215
	Iteration 86Q: 3 clusters Score -8909819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -8909823.000000 Penalty: 5436.845215
	Iteration 87Q: 3 clusters Score -8909823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8909822.000000 Penalty: 5436.845215
	Iteration 88Q: 3 clusters Score -8909822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8909822.000000 Penalty: 5436.845215
	Iteration 89F: 3 clusters Score -8909822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (105547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Entering Unmasked Estep 
Score: -16325245.000000 Penalty: 2868.593994
	Iteration 0F: 2 clusters Score -1.632524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -16257076.000000 Penalty: 5737.187988
	Iteration 0F: 3 clusters Score -1.625708e+07 nChanged 49888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -16286024.000000 Penalty: 5737.187988
	Iteration 1F: 3 clusters Score -1.628602e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -16287515.000000 Penalty: 5737.187988
	Iteration 2Q: 3 clusters Score -1.628752e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -16289698.000000 Penalty: 5737.187988
	Iteration 3Q: 3 clusters Score -1.62897e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -16293716.000000 Penalty: 5737.187988
	Iteration 4F: 3 clusters Score -1.629372e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -16300570.000000 Penalty: 5737.187988
	Iteration 5F: 3 clusters Score -1.630057e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -16310926.000000 Penalty: 5737.187988
	Iteration 6F: 3 clusters Score -1.631093e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -16323776.000000 Penalty: 5737.187988
	Iteration 7F: 3 clusters Score -1.632378e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -16334295.000000 Penalty: 5737.187988
	Iteration 8F: 3 clusters Score -1.63343e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -16339269.000000 Penalty: 5737.187988
	Iteration 9F: 3 clusters Score -1.633927e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -16341032.000000 Penalty: 5737.187988
	Iteration 10Q: 3 clusters Score -1.634103e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -16341660.000000 Penalty: 5737.187988
	Iteration 11Q: 3 clusters Score -1.634166e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -16342139.000000 Penalty: 5737.187988
	Iteration 12Q: 3 clusters Score -1.634214e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -16342586.000000 Penalty: 5737.187988
	Iteration 13Q: 3 clusters Score -1.634259e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -16343054.000000 Penalty: 5737.187988
	Iteration 14Q: 3 clusters Score -1.634305e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -16343793.000000 Penalty: 5737.187988
	Iteration 15Q: 3 clusters Score -1.634379e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -16344472.000000 Penalty: 5737.187988
	Iteration 16Q: 3 clusters Score -1.634447e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -16345353.000000 Penalty: 5737.187988
	Iteration 17Q: 3 clusters Score -1.634535e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -16346126.000000 Penalty: 5737.187988
	Iteration 18Q: 3 clusters Score -1.634613e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -16346735.000000 Penalty: 5737.187988
	Iteration 19Q: 3 clusters Score -1.634674e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -16347204.000000 Penalty: 5737.187988
	Iteration 20F: 3 clusters Score -1.63472e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -16347561.000000 Penalty: 5737.187988
	Iteration 21Q: 3 clusters Score -1.634756e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -16347778.000000 Penalty: 5737.187988
	Iteration 22Q: 3 clusters Score -1.634778e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -16347882.000000 Penalty: 5737.187988
	Iteration 23Q: 3 clusters Score -1.634788e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -16347998.000000 Penalty: 5737.187988
	Iteration 24Q: 3 clusters Score -1.6348e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -16347972.000000 Penalty: 5737.187988
	Iteration 25Q: 3 clusters Score -1.634797e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -16347947.000000 Penalty: 5737.187988
	Iteration 26Q: 3 clusters Score -1.634795e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -16347996.000000 Penalty: 5737.187988
	Iteration 27Q: 3 clusters Score -1.6348e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -16347976.000000 Penalty: 5737.187988
	Iteration 28Q: 3 clusters Score -1.634798e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -16348013.000000 Penalty: 5737.187988
	Iteration 29Q: 3 clusters Score -1.634801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -16348018.000000 Penalty: 5737.187988
	Iteration 30Q: 3 clusters Score -1.634802e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -16348025.000000 Penalty: 5737.187988
	Iteration 31Q: 3 clusters Score -1.634802e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -16348009.000000 Penalty: 5737.187988
	Iteration 32Q: 3 clusters Score -1.634801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -16348008.000000 Penalty: 5737.187988
	Iteration 33Q: 3 clusters Score -1.634801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -16347984.000000 Penalty: 5737.187988
	Iteration 34Q: 3 clusters Score -1.634798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -16347997.000000 Penalty: 5737.187988
	Iteration 35Q: 3 clusters Score -1.6348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -16347985.000000 Penalty: 5737.187988
	Iteration 36Q: 3 clusters Score -1.634798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -16347980.000000 Penalty: 5737.187988
	Iteration 37Q: 3 clusters Score -1.634798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -16347985.000000 Penalty: 5737.187988
	Iteration 38Q: 3 clusters Score -1.634798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -16347976.000000 Penalty: 5737.187988
	Iteration 39Q: 3 clusters Score -1.634798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -16347964.000000 Penalty: 5737.187988
	Iteration 40F: 3 clusters Score -1.634796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -16347969.000000 Penalty: 5737.187988
	Iteration 41Q: 3 clusters Score -1.634797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -16347972.000000 Penalty: 5737.187988
	Iteration 42Q: 3 clusters Score -1.634797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -16347965.000000 Penalty: 5737.187988
	Iteration 43Q: 3 clusters Score -1.634796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -16347975.000000 Penalty: 5737.187988
	Iteration 44Q: 3 clusters Score -1.634798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -16347983.000000 Penalty: 5737.187988
	Iteration 45Q: 3 clusters Score -1.634798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -16347984.000000 Penalty: 5737.187988
	Iteration 46Q: 3 clusters Score -1.634798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -16348000.000000 Penalty: 5737.187988
	Iteration 47Q: 3 clusters Score -1.6348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -16347994.000000 Penalty: 5737.187988
	Iteration 48Q: 3 clusters Score -1.634799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -16348000.000000 Penalty: 5737.187988
	Iteration 49Q: 3 clusters Score -1.6348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -16348001.000000 Penalty: 5737.187988
	Iteration 50Q: 3 clusters Score -1.6348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -16348001.000000 Penalty: 5737.187988
	Iteration 51F: 3 clusters Score -1.6348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Entering Unmasked Estep 
Score: -120226728.000000 Penalty: 84239.023438
Splitting cluster 8 changes total score from -120194008.000000 to -120226728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -573979.812500 Penalty: 2060.982910
	Iteration 0F: 2 clusters Score -573979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -570423.437500 Penalty: 4121.965820
	Iteration 0F: 3 clusters Score -570423.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -572334.187500 Penalty: 4121.965820
	Iteration 1F: 3 clusters Score -572334.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -573962.500000 Penalty: 4121.965820
	Iteration 2F: 3 clusters Score -573962.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -575917.750000 Penalty: 4121.965820
	Iteration 3F: 3 clusters Score -575917.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -576851.125000 Penalty: 4121.965820
	Iteration 4F: 3 clusters Score -576851.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -577202.000000 Penalty: 4121.965820
	Iteration 5F: 3 clusters Score -577202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -577386.687500 Penalty: 4121.965820
	Iteration 6Q: 3 clusters Score -577386.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -577537.187500 Penalty: 4121.965820
	Iteration 7Q: 3 clusters Score -577537.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -577716.937500 Penalty: 4121.965820
	Iteration 8Q: 3 clusters Score -577716.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -577870.750000 Penalty: 4121.965820
	Iteration 9Q: 3 clusters Score -577870.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -577938.437500 Penalty: 4121.965820
	Iteration 10Q: 3 clusters Score -577938.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -577966.312500 Penalty: 4121.965820
	Iteration 11Q: 3 clusters Score -577966.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -577984.312500 Penalty: 4121.965820
	Iteration 12Q: 3 clusters Score -577984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -577990.500000 Penalty: 4121.965820
	Iteration 13Q: 3 clusters Score -577990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -577996.375000 Penalty: 4121.965820
	Iteration 14Q: 3 clusters Score -577996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -577996.875000 Penalty: 4121.965820
	Iteration 15Q: 3 clusters Score -577996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -577997.250000 Penalty: 4121.965820
	Iteration 16Q: 3 clusters Score -577997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -577997.875000 Penalty: 4121.965820
	Iteration 17Q: 3 clusters Score -577997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -577997.875000 Penalty: 4121.965820
	Iteration 18F: 3 clusters Score -577997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Entering Unmasked Estep 
Score: -120228832.000000 Penalty: 87608.578125
Splitting cluster 9 changes total score from -120194008.000000 to -120228832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (29237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Entering Unmasked Estep 
Score: -4556741.000000 Penalty: 2550.231201
	Iteration 0F: 2 clusters Score -4556741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -4536761.000000 Penalty: 5100.462402
	Iteration 0F: 3 clusters Score -4536761 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4544163.000000 Penalty: 5100.462402
	Iteration 1F: 3 clusters Score -4544163 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4544935.000000 Penalty: 5100.462402
	Iteration 2F: 3 clusters Score -4544935 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4545903.000000 Penalty: 5100.462402
	Iteration 3F: 3 clusters Score -4545903 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4547222.000000 Penalty: 5100.462402
	Iteration 4F: 3 clusters Score -4547222 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4548796.500000 Penalty: 5100.462402
	Iteration 5F: 3 clusters Score -4548796 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4550391.500000 Penalty: 5100.462402
	Iteration 6F: 3 clusters Score -4550392 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4552023.500000 Penalty: 5100.462402
	Iteration 7F: 3 clusters Score -4552024 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4553643.000000 Penalty: 5100.462402
	Iteration 8F: 3 clusters Score -4553643 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4555463.000000 Penalty: 5100.462402
	Iteration 9F: 3 clusters Score -4555463 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4557767.500000 Penalty: 5100.462402
	Iteration 10F: 3 clusters Score -4557768 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4561209.500000 Penalty: 5100.462402
	Iteration 11F: 3 clusters Score -4561210 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4566899.500000 Penalty: 5100.462402
	Iteration 12F: 3 clusters Score -4566900 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4573002.500000 Penalty: 5100.462402
	Iteration 13Q: 3 clusters Score -4573002 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4573948.500000 Penalty: 5100.462402
	Iteration 14Q: 3 clusters Score -4573948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4573981.500000 Penalty: 5100.462402
	Iteration 15Q: 3 clusters Score -4573982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4573994.500000 Penalty: 5100.462402
	Iteration 16Q: 3 clusters Score -4573994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4573988.000000 Penalty: 5100.462402
	Iteration 17Q: 3 clusters Score -4573988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4573987.500000 Penalty: 5100.462402
	Iteration 18Q: 3 clusters Score -4573988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4573987.500000 Penalty: 5100.462402
	Iteration 19F: 3 clusters Score -4573988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Entering Unmasked Estep 
Score: -120245672.000000 Penalty: 90978.140625
Splitting cluster 10 changes total score from -120194008.000000 to -120245672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (34790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Entering Unmasked Estep 
Score: -5197567.000000 Penalty: 2593.357178
	Iteration 0F: 2 clusters Score -5197567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5173976.000000 Penalty: 5186.714355
	Iteration 0F: 3 clusters Score -5173976 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5183529.000000 Penalty: 5186.714355
	Iteration 1F: 3 clusters Score -5183529 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5185963.000000 Penalty: 5186.714355
	Iteration 2F: 3 clusters Score -5185963 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5189483.000000 Penalty: 5186.714355
	Iteration 3F: 3 clusters Score -5189483 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -5192705.500000 Penalty: 5186.714355
	Iteration 4F: 3 clusters Score -5192706 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5194729.000000 Penalty: 5186.714355
	Iteration 5F: 3 clusters Score -5194729 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -5195728.500000 Penalty: 5186.714355
	Iteration 6F: 3 clusters Score -5195728 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5196275.000000 Penalty: 5186.714355
	Iteration 7Q: 3 clusters Score -5196275 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5196652.000000 Penalty: 5186.714355
	Iteration 8Q: 3 clusters Score -5196652 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5196995.500000 Penalty: 5186.714355
	Iteration 9Q: 3 clusters Score -5196996 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5197401.000000 Penalty: 5186.714355
	Iteration 10Q: 3 clusters Score -5197401 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5197771.500000 Penalty: 5186.714355
	Iteration 11Q: 3 clusters Score -5197772 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5198227.000000 Penalty: 5186.714355
	Iteration 12Q: 3 clusters Score -5198227 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -5198645.500000 Penalty: 5186.714355
	Iteration 13Q: 3 clusters Score -5198646 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5198967.500000 Penalty: 5186.714355
	Iteration 14Q: 3 clusters Score -5198968 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5199163.500000 Penalty: 5186.714355
	Iteration 15Q: 3 clusters Score -5199164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5199314.000000 Penalty: 5186.714355
	Iteration 16Q: 3 clusters Score -5199314 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5199440.000000 Penalty: 5186.714355
	Iteration 17Q: 3 clusters Score -5199440 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -5199502.500000 Penalty: 5186.714355
	Iteration 18Q: 3 clusters Score -5199502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5199603.500000 Penalty: 5186.714355
	Iteration 19Q: 3 clusters Score -5199604 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5199667.000000 Penalty: 5186.714355
	Iteration 20F: 3 clusters Score -5199667 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5199733.000000 Penalty: 5186.714355
	Iteration 21Q: 3 clusters Score -5199733 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5199762.000000 Penalty: 5186.714355
	Iteration 22Q: 3 clusters Score -5199762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5199787.500000 Penalty: 5186.714355
	Iteration 23Q: 3 clusters Score -5199788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5199821.500000 Penalty: 5186.714355
	Iteration 24Q: 3 clusters Score -5199822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -5199837.000000 Penalty: 5186.714355
	Iteration 25Q: 3 clusters Score -5199837 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5199845.500000 Penalty: 5186.714355
	Iteration 26Q: 3 clusters Score -5199846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5199878.500000 Penalty: 5186.714355
	Iteration 27Q: 3 clusters Score -5199878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5199917.000000 Penalty: 5186.714355
	Iteration 28Q: 3 clusters Score -5199917 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5199961.000000 Penalty: 5186.714355
	Iteration 29Q: 3 clusters Score -5199961 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -5199995.000000 Penalty: 5186.714355
	Iteration 30Q: 3 clusters Score -5199995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5200052.000000 Penalty: 5186.714355
	Iteration 31Q: 3 clusters Score -5200052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5200094.500000 Penalty: 5186.714355
	Iteration 32Q: 3 clusters Score -5200094 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5200152.000000 Penalty: 5186.714355
	Iteration 33Q: 3 clusters Score -5200152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5200197.500000 Penalty: 5186.714355
	Iteration 34Q: 3 clusters Score -5200198 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5200248.000000 Penalty: 5186.714355
	Iteration 35Q: 3 clusters Score -5200248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5200266.500000 Penalty: 5186.714355
	Iteration 36Q: 3 clusters Score -5200266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5200318.500000 Penalty: 5186.714355
	Iteration 37Q: 3 clusters Score -5200318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5200354.000000 Penalty: 5186.714355
	Iteration 38Q: 3 clusters Score -5200354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5200400.500000 Penalty: 5186.714355
	Iteration 39Q: 3 clusters Score -5200400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5200404.500000 Penalty: 5186.714355
	Iteration 40F: 3 clusters Score -5200404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5200417.500000 Penalty: 5186.714355
	Iteration 41Q: 3 clusters Score -5200418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5200434.500000 Penalty: 5186.714355
	Iteration 42Q: 3 clusters Score -5200434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5200465.000000 Penalty: 5186.714355
	Iteration 43Q: 3 clusters Score -5200465 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5200468.500000 Penalty: 5186.714355
	Iteration 44Q: 3 clusters Score -5200468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5200480.500000 Penalty: 5186.714355
	Iteration 45Q: 3 clusters Score -5200480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5200493.000000 Penalty: 5186.714355
	Iteration 46Q: 3 clusters Score -5200493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5200503.500000 Penalty: 5186.714355
	Iteration 47Q: 3 clusters Score -5200504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -5200522.000000 Penalty: 5186.714355
	Iteration 48Q: 3 clusters Score -5200522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -5200513.000000 Penalty: 5186.714355
	Iteration 49Q: 3 clusters Score -5200513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -5200526.500000 Penalty: 5186.714355
	Iteration 50Q: 3 clusters Score -5200526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5200530.000000 Penalty: 5186.714355
	Iteration 51Q: 3 clusters Score -5200530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5200537.500000 Penalty: 5186.714355
	Iteration 52Q: 3 clusters Score -5200538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -5200546.000000 Penalty: 5186.714355
	Iteration 53Q: 3 clusters Score -5200546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5200563.000000 Penalty: 5186.714355
	Iteration 54Q: 3 clusters Score -5200563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5200584.500000 Penalty: 5186.714355
	Iteration 55Q: 3 clusters Score -5200584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -5200598.000000 Penalty: 5186.714355
	Iteration 56Q: 3 clusters Score -5200598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5200604.500000 Penalty: 5186.714355
	Iteration 57Q: 3 clusters Score -5200604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5200605.000000 Penalty: 5186.714355
	Iteration 58Q: 3 clusters Score -5200605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5200602.000000 Penalty: 5186.714355
	Iteration 59Q: 3 clusters Score -5200602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5200608.500000 Penalty: 5186.714355
	Iteration 60F: 3 clusters Score -5200608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -5200613.500000 Penalty: 5186.714355
	Iteration 61Q: 3 clusters Score -5200614 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -5200638.500000 Penalty: 5186.714355
	Iteration 62Q: 3 clusters Score -5200638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5200648.000000 Penalty: 5186.714355
	Iteration 63Q: 3 clusters Score -5200648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -5200656.000000 Penalty: 5186.714355
	Iteration 64Q: 3 clusters Score -5200656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -5200658.500000 Penalty: 5186.714355
	Iteration 65Q: 3 clusters Score -5200658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -5200659.000000 Penalty: 5186.714355
	Iteration 66Q: 3 clusters Score -5200659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5200651.500000 Penalty: 5186.714355
	Iteration 67Q: 3 clusters Score -5200652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -5200660.500000 Penalty: 5186.714355
	Iteration 68Q: 3 clusters Score -5200660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5200672.000000 Penalty: 5186.714355
	Iteration 69Q: 3 clusters Score -5200672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5200677.000000 Penalty: 5186.714355
	Iteration 70Q: 3 clusters Score -5200677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -5200685.500000 Penalty: 5186.714355
	Iteration 71Q: 3 clusters Score -5200686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5200704.500000 Penalty: 5186.714355
	Iteration 72Q: 3 clusters Score -5200704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5200721.500000 Penalty: 5186.714355
	Iteration 73Q: 3 clusters Score -5200722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5200731.000000 Penalty: 5186.714355
	Iteration 74Q: 3 clusters Score -5200731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5200747.500000 Penalty: 5186.714355
	Iteration 75Q: 3 clusters Score -5200748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -5200743.500000 Penalty: 5186.714355
	Iteration 76Q: 3 clusters Score -5200744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5200745.000000 Penalty: 5186.714355
	Iteration 77Q: 3 clusters Score -5200745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5200761.000000 Penalty: 5186.714355
	Iteration 78Q: 3 clusters Score -5200761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -5200754.500000 Penalty: 5186.714355
	Iteration 79Q: 3 clusters Score -5200754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5200763.500000 Penalty: 5186.714355
	Iteration 80F: 3 clusters Score -5200764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -5200765.000000 Penalty: 5186.714355
	Iteration 81Q: 3 clusters Score -5200765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5200779.000000 Penalty: 5186.714355
	Iteration 82Q: 3 clusters Score -5200779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5200797.000000 Penalty: 5186.714355
	Iteration 83Q: 3 clusters Score -5200797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -5200796.500000 Penalty: 5186.714355
	Iteration 84Q: 3 clusters Score -5200796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5200790.000000 Penalty: 5186.714355
	Iteration 85Q: 3 clusters Score -5200790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -5200813.000000 Penalty: 5186.714355
	Iteration 86Q: 3 clusters Score -5200813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -5200812.000000 Penalty: 5186.714355
	Iteration 87Q: 3 clusters Score -5200812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5200821.500000 Penalty: 5186.714355
	Iteration 88Q: 3 clusters Score -5200822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5200821.500000 Penalty: 5186.714355
	Iteration 89Q: 3 clusters Score -5200822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -5200823.500000 Penalty: 5186.714355
	Iteration 90Q: 3 clusters Score -5200824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -5200832.000000 Penalty: 5186.714355
	Iteration 91Q: 3 clusters Score -5200832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5200832.500000 Penalty: 5186.714355
	Iteration 92Q: 3 clusters Score -5200832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5200823.500000 Penalty: 5186.714355
	Iteration 93Q: 3 clusters Score -5200824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -5200823.500000 Penalty: 5186.714355
	Iteration 94Q: 3 clusters Score -5200824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -5200825.500000 Penalty: 5186.714355
	Iteration 95Q: 3 clusters Score -5200826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -5200828.500000 Penalty: 5186.714355
	Iteration 96Q: 3 clusters Score -5200828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -5200819.500000 Penalty: 5186.714355
	Iteration 97Q: 3 clusters Score -5200820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5200832.000000 Penalty: 5186.714355
	Iteration 98Q: 3 clusters Score -5200832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5200843.500000 Penalty: 5186.714355
	Iteration 99Q: 3 clusters Score -5200844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5200838.500000 Penalty: 5186.714355
	Iteration 100F: 3 clusters Score -5200838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5200834.000000 Penalty: 5186.714355
	Iteration 101Q: 3 clusters Score -5200834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5200833.000000 Penalty: 5186.714355
	Iteration 102Q: 3 clusters Score -5200833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -5200833.000000 Penalty: 5186.714355
	Iteration 103Q: 3 clusters Score -5200833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -5200831.500000 Penalty: 5186.714355
	Iteration 104Q: 3 clusters Score -5200832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5200830.000000 Penalty: 5186.714355
	Iteration 105Q: 3 clusters Score -5200830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -5200827.500000 Penalty: 5186.714355
	Iteration 106Q: 3 clusters Score -5200828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -5200835.500000 Penalty: 5186.714355
	Iteration 107Q: 3 clusters Score -5200836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -5200835.500000 Penalty: 5186.714355
	Iteration 108Q: 3 clusters Score -5200836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5200844.000000 Penalty: 5186.714355
	Iteration 109Q: 3 clusters Score -5200844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5200843.000000 Penalty: 5186.714355
	Iteration 110Q: 3 clusters Score -5200843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5200844.000000 Penalty: 5186.714355
	Iteration 111Q: 3 clusters Score -5200844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5200843.000000 Penalty: 5186.714355
	Iteration 112Q: 3 clusters Score -5200843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -5200838.000000 Penalty: 5186.714355
	Iteration 113Q: 3 clusters Score -5200838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -5200840.000000 Penalty: 5186.714355
	Iteration 114Q: 3 clusters Score -5200840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5200833.500000 Penalty: 5186.714355
	Iteration 115Q: 3 clusters Score -5200834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5200829.000000 Penalty: 5186.714355
	Iteration 116Q: 3 clusters Score -5200829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5200832.000000 Penalty: 5186.714355
	Iteration 117Q: 3 clusters Score -5200832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5200837.000000 Penalty: 5186.714355
	Iteration 118Q: 3 clusters Score -5200837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5200836.000000 Penalty: 5186.714355
	Iteration 119Q: 3 clusters Score -5200836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5200834.000000 Penalty: 5186.714355
	Iteration 120F: 3 clusters Score -5200834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5200831.000000 Penalty: 5186.714355
	Iteration 121Q: 3 clusters Score -5200831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5200825.000000 Penalty: 5186.714355
	Iteration 122Q: 3 clusters Score -5200825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -5200823.500000 Penalty: 5186.714355
	Iteration 123Q: 3 clusters Score -5200824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5200830.500000 Penalty: 5186.714355
	Iteration 124Q: 3 clusters Score -5200830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5200836.500000 Penalty: 5186.714355
	Iteration 125Q: 3 clusters Score -5200836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -5200832.000000 Penalty: 5186.714355
	Iteration 126Q: 3 clusters Score -5200832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5200831.500000 Penalty: 5186.714355
	Iteration 127Q: 3 clusters Score -5200832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5200847.000000 Penalty: 5186.714355
	Iteration 128Q: 3 clusters Score -5200847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5200845.500000 Penalty: 5186.714355
	Iteration 129Q: 3 clusters Score -5200846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5200843.500000 Penalty: 5186.714355
	Iteration 130Q: 3 clusters Score -5200844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -5200845.000000 Penalty: 5186.714355
	Iteration 131Q: 3 clusters Score -5200845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5200866.500000 Penalty: 5186.714355
	Iteration 132Q: 3 clusters Score -5200866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5200870.000000 Penalty: 5186.714355
	Iteration 133Q: 3 clusters Score -5200870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -5200875.500000 Penalty: 5186.714355
	Iteration 134Q: 3 clusters Score -5200876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5200876.000000 Penalty: 5186.714355
	Iteration 135Q: 3 clusters Score -5200876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5200888.500000 Penalty: 5186.714355
	Iteration 136Q: 3 clusters Score -5200888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5200893.000000 Penalty: 5186.714355
	Iteration 137Q: 3 clusters Score -5200893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5200909.000000 Penalty: 5186.714355
	Iteration 138Q: 3 clusters Score -5200909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5200905.500000 Penalty: 5186.714355
	Iteration 139Q: 3 clusters Score -5200906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5200908.500000 Penalty: 5186.714355
	Iteration 140F: 3 clusters Score -5200908 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5200904.000000 Penalty: 5186.714355
	Iteration 141Q: 3 clusters Score -5200904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5200901.000000 Penalty: 5186.714355
	Iteration 142Q: 3 clusters Score -5200901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5200906.500000 Penalty: 5186.714355
	Iteration 143Q: 3 clusters Score -5200906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5200918.000000 Penalty: 5186.714355
	Iteration 144Q: 3 clusters Score -5200918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5200898.500000 Penalty: 5186.714355
	Iteration 145Q: 3 clusters Score -5200898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5200909.000000 Penalty: 5186.714355
	Iteration 146Q: 3 clusters Score -5200909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -5200918.000000 Penalty: 5186.714355
	Iteration 147Q: 3 clusters Score -5200918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5200912.500000 Penalty: 5186.714355
	Iteration 148Q: 3 clusters Score -5200912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5200903.500000 Penalty: 5186.714355
	Iteration 149Q: 3 clusters Score -5200904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5200919.000000 Penalty: 5186.714355
	Iteration 150Q: 3 clusters Score -5200919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5200918.000000 Penalty: 5186.714355
	Iteration 151Q: 3 clusters Score -5200918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -5200913.500000 Penalty: 5186.714355
	Iteration 152Q: 3 clusters Score -5200914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5200922.500000 Penalty: 5186.714355
	Iteration 153Q: 3 clusters Score -5200922 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5200934 nChanged 3
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Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5200932 nChanged 9
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Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5200934 nChanged 5
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Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5200939 nChanged 4
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5200938 nChanged 8
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5200942 nChanged 7
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	Iteration 162Q: 3 clusters Score -5200947 nChanged 11
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5200946 nChanged 12
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5200944 nChanged 13
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5200942 nChanged 18
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Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5200946 nChanged 15
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Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5200948 nChanged 13
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Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5200948 nChanged 9
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Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5200943 nChanged 6
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Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5200935 nChanged 6
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	Iteration 171Q: 3 clusters Score -5200943 nChanged 14
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Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5200934 nChanged 15
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5200934 nChanged 20
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5200942 nChanged 29
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5200944 nChanged 40
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	Iteration 176Q: 3 clusters Score -5200943 nChanged 52
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5200952 nChanged 48
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	Iteration 178Q: 3 clusters Score -5200967 nChanged 58
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	Iteration 179Q: 3 clusters Score -5200967 nChanged 67
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5200973 nChanged 62
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5200984 nChanged 70
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	Iteration 182Q: 3 clusters Score -5201003 nChanged 90
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5201018 nChanged 96
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	Iteration 184Q: 3 clusters Score -5201032 nChanged 113
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	Iteration 185Q: 3 clusters Score -5201060 nChanged 145
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	Iteration 186Q: 3 clusters Score -5201088 nChanged 139
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	Iteration 187Q: 3 clusters Score -5201109 nChanged 148
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	Iteration 189Q: 3 clusters Score -5201176 nChanged 160
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	Iteration 192Q: 3 clusters Score -5201288 nChanged 183
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	Iteration 193Q: 3 clusters Score -5201334 nChanged 181
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	Iteration 194Q: 3 clusters Score -5201376 nChanged 180
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	Iteration 195Q: 3 clusters Score -5201433 nChanged 198
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Mstep: Class 2 contains 20541 members 
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	Iteration 196Q: 3 clusters Score -5201514 nChanged 225
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Score: -5201626.500000 Penalty: 5186.714355
	Iteration 197Q: 3 clusters Score -5201626 nChanged 253
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Mstep: Class 1 contains 13777 members 
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	Iteration 198Q: 3 clusters Score -5201748 nChanged 273
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Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 21284 members 
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Score: -5201893.000000 Penalty: 5186.714355
	Iteration 199Q: 3 clusters Score -5201893 nChanged 289
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Mstep: Class 1 contains 13219 members 
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Score: -5202037.500000 Penalty: 5186.714355
	Iteration 200F: 3 clusters Score -5202038 nChanged 272
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Mstep: Class 1 contains 12949 members 
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	Iteration 201Q: 3 clusters Score -5202172 nChanged 267
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Score: -5202281.500000 Penalty: 5186.714355
	Iteration 202Q: 3 clusters Score -5202282 nChanged 260
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	Iteration 203Q: 3 clusters Score -5202402 nChanged 218
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	Iteration 204Q: 3 clusters Score -5202504 nChanged 224
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	Iteration 206Q: 3 clusters Score -5202640 nChanged 170
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	Iteration 207Q: 3 clusters Score -5202708 nChanged 140
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	Iteration 208Q: 3 clusters Score -5202744 nChanged 136
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	Iteration 210Q: 3 clusters Score -5202820 nChanged 97
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	Iteration 211Q: 3 clusters Score -5202823 nChanged 55
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	Iteration 212Q: 3 clusters Score -5202826 nChanged 52
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	Iteration 213Q: 3 clusters Score -5202819 nChanged 43
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	Iteration 214Q: 3 clusters Score -5202830 nChanged 38
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	Iteration 215Q: 3 clusters Score -5202830 nChanged 30
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	Iteration 216Q: 3 clusters Score -5202842 nChanged 31
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	Iteration 217Q: 3 clusters Score -5202844 nChanged 33
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Score: -5202856.500000 Penalty: 5186.714355
	Iteration 218Q: 3 clusters Score -5202856 nChanged 32
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	Iteration 219Q: 3 clusters Score -5202851 nChanged 28
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Score: -5202854.500000 Penalty: 5186.714355
	Iteration 220F: 3 clusters Score -5202854 nChanged 16
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5202850 nChanged 15
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	Iteration 222Q: 3 clusters Score -5202847 nChanged 14
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	Iteration 223Q: 3 clusters Score -5202851 nChanged 10
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	Iteration 224Q: 3 clusters Score -5202860 nChanged 10
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	Iteration 225Q: 3 clusters Score -5202864 nChanged 7
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	Iteration 226Q: 3 clusters Score -5202856 nChanged 6
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	Iteration 227Q: 3 clusters Score -5202859 nChanged 4
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	Iteration 228Q: 3 clusters Score -5202851 nChanged 5
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	Iteration 229Q: 3 clusters Score -5202854 nChanged 4
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	Iteration 230Q: 3 clusters Score -5202855 nChanged 2
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	Iteration 231Q: 3 clusters Score -5202856 nChanged 7
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	Iteration 232Q: 3 clusters Score -5202859 nChanged 8
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	Iteration 233Q: 3 clusters Score -5202854 nChanged 10
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	Iteration 234Q: 3 clusters Score -5202860 nChanged 9
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	Iteration 235Q: 3 clusters Score -5202862 nChanged 6
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5202862 nChanged 11
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5202860 nChanged 6
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	Iteration 238Q: 3 clusters Score -5202860 nChanged 4
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5202859 nChanged 5
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5202866 nChanged 5
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5202867 nChanged 6
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	Iteration 242Q: 3 clusters Score -5202870 nChanged 3
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	Iteration 243Q: 3 clusters Score -5202871 nChanged 3
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	Iteration 244Q: 3 clusters Score -5202864 nChanged 4
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5202864 nChanged 3
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	Iteration 246Q: 3 clusters Score -5202858 nChanged 4
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	Iteration 247Q: 3 clusters Score -5202859 nChanged 2
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Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5202860.000000 Penalty: 5186.714355
	Iteration 248Q: 3 clusters Score -5202860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -5202859.000000 Penalty: 5186.714355
	Iteration 249Q: 3 clusters Score -5202859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -5202855.000000 Penalty: 5186.714355
	Iteration 250Q: 3 clusters Score -5202855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -5202852.500000 Penalty: 5186.714355
	Iteration 251Q: 3 clusters Score -5202852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -5202855.000000 Penalty: 5186.714355
	Iteration 252Q: 3 clusters Score -5202855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5202855.500000 Penalty: 5186.714355
	Iteration 253Q: 3 clusters Score -5202856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5202854.000000 Penalty: 5186.714355
	Iteration 254Q: 3 clusters Score -5202854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5202855.500000 Penalty: 5186.714355
	Iteration 255Q: 3 clusters Score -5202856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -5202857.500000 Penalty: 5186.714355
	Iteration 256Q: 3 clusters Score -5202858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5202857.500000 Penalty: 5186.714355
	Iteration 257Q: 3 clusters Score -5202858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5202857.500000 Penalty: 5186.714355
	Iteration 258F: 3 clusters Score -5202858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Entering Unmasked Estep 
Score: -120250200.000000 Penalty: 94347.703125
Splitting cluster 11 changes total score from -120194008.000000 to -120250200.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -538689.875000 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -538689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -535314.500000 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -535314.5 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -538708.750000 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -538708.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -540707.000000 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -540707 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -541547.000000 Penalty: 4097.973145
	Iteration 3F: 3 clusters Score -541547 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -541919.437500 Penalty: 4097.973145
	Iteration 4F: 3 clusters Score -541919.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -542320.625000 Penalty: 4097.973145
	Iteration 5F: 3 clusters Score -542320.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -542911.687500 Penalty: 4097.973145
	Iteration 6F: 3 clusters Score -542911.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -543776.312500 Penalty: 4097.973145
	Iteration 7F: 3 clusters Score -543776.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -545056.125000 Penalty: 4097.973145
	Iteration 8F: 3 clusters Score -545056.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -546228.812500 Penalty: 4097.973145
	Iteration 9F: 3 clusters Score -546228.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -546778.312500 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -546778.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -546881.750000 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -546881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -546892.000000 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -546892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -546894.437500 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -546894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -546894.437500 Penalty: 4097.973145
	Iteration 14F: 3 clusters Score -546894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 132118 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Mstep: Class 29 contains 2599 members 
Entering Unmasked Estep 
Score: -120256776.000000 Penalty: 97717.265625
Splitting cluster 12 changes total score from -120194008.000000 to -120256776.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (43319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Entering Unmasked Estep 
Score: -6738224.500000 Penalty: 2647.733887
	Iteration 0F: 2 clusters Score -6738224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6708936.500000 Penalty: 5295.467773
	Iteration 0F: 3 clusters Score -6708936 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6720325.500000 Penalty: 5295.467773
	Iteration 1F: 3 clusters Score -6720326 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6721301.000000 Penalty: 5295.467773
	Iteration 2F: 3 clusters Score -6721301 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -6722308.500000 Penalty: 5295.467773
	Iteration 3F: 3 clusters Score -6722308 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -6723522.500000 Penalty: 5295.467773
	Iteration 4F: 3 clusters Score -6723522 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -6724712.000000 Penalty: 5295.467773
	Iteration 5F: 3 clusters Score -6724712 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6725845.000000 Penalty: 5295.467773
	Iteration 6F: 3 clusters Score -6725845 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6726854.500000 Penalty: 5295.467773
	Iteration 7Q: 3 clusters Score -6726854 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -6727580.000000 Penalty: 5295.467773
	Iteration 8Q: 3 clusters Score -6727580 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6728196.500000 Penalty: 5295.467773
	Iteration 9Q: 3 clusters Score -6728196 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -6728839.000000 Penalty: 5295.467773
	Iteration 10Q: 3 clusters Score -6728839 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6729561.500000 Penalty: 5295.467773
	Iteration 11Q: 3 clusters Score -6729562 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6730252.000000 Penalty: 5295.467773
	Iteration 12Q: 3 clusters Score -6730252 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -6731043.500000 Penalty: 5295.467773
	Iteration 13Q: 3 clusters Score -6731044 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6731591.000000 Penalty: 5295.467773
	Iteration 14Q: 3 clusters Score -6731591 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6732073.000000 Penalty: 5295.467773
	Iteration 15Q: 3 clusters Score -6732073 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -6732564.500000 Penalty: 5295.467773
	Iteration 16Q: 3 clusters Score -6732564 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6733192.500000 Penalty: 5295.467773
	Iteration 17Q: 3 clusters Score -6733192 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -6734008.500000 Penalty: 5295.467773
	Iteration 18Q: 3 clusters Score -6734008 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6734995.500000 Penalty: 5295.467773
	Iteration 19Q: 3 clusters Score -6734996 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6736024.500000 Penalty: 5295.467773
	Iteration 20F: 3 clusters Score -6736024 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -6736913.000000 Penalty: 5295.467773
	Iteration 21Q: 3 clusters Score -6736913 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6737527.000000 Penalty: 5295.467773
	Iteration 22Q: 3 clusters Score -6737527 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -6737868.000000 Penalty: 5295.467773
	Iteration 23Q: 3 clusters Score -6737868 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6738057.500000 Penalty: 5295.467773
	Iteration 24Q: 3 clusters Score -6738058 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6738110.500000 Penalty: 5295.467773
	Iteration 25Q: 3 clusters Score -6738110 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -6738162.500000 Penalty: 5295.467773
	Iteration 26Q: 3 clusters Score -6738162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -6738173.000000 Penalty: 5295.467773
	Iteration 27Q: 3 clusters Score -6738173 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6738168.000000 Penalty: 5295.467773
	Iteration 28Q: 3 clusters Score -6738168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6738176.000000 Penalty: 5295.467773
	Iteration 29Q: 3 clusters Score -6738176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6738179.000000 Penalty: 5295.467773
	Iteration 30Q: 3 clusters Score -6738179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -6738192.500000 Penalty: 5295.467773
	Iteration 31Q: 3 clusters Score -6738192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -6738193.500000 Penalty: 5295.467773
	Iteration 32Q: 3 clusters Score -6738194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6738188.500000 Penalty: 5295.467773
	Iteration 33Q: 3 clusters Score -6738188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -6738194.500000 Penalty: 5295.467773
	Iteration 34Q: 3 clusters Score -6738194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6738202.000000 Penalty: 5295.467773
	Iteration 35Q: 3 clusters Score -6738202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6738196.000000 Penalty: 5295.467773
	Iteration 36Q: 3 clusters Score -6738196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -6738202.500000 Penalty: 5295.467773
	Iteration 37Q: 3 clusters Score -6738202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -6738201.500000 Penalty: 5295.467773
	Iteration 38Q: 3 clusters Score -6738202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6738200.500000 Penalty: 5295.467773
	Iteration 39Q: 3 clusters Score -6738200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -6738197.000000 Penalty: 5295.467773
	Iteration 40F: 3 clusters Score -6738197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6738193.000000 Penalty: 5295.467773
	Iteration 41Q: 3 clusters Score -6738193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -6738192.500000 Penalty: 5295.467773
	Iteration 42Q: 3 clusters Score -6738192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6738192.500000 Penalty: 5295.467773
	Iteration 43Q: 3 clusters Score -6738192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6738194.500000 Penalty: 5295.467773
	Iteration 44Q: 3 clusters Score -6738194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -6738195.500000 Penalty: 5295.467773
	Iteration 45Q: 3 clusters Score -6738196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6738201.000000 Penalty: 5295.467773
	Iteration 46Q: 3 clusters Score -6738201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6738198.500000 Penalty: 5295.467773
	Iteration 47Q: 3 clusters Score -6738198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6738201.000000 Penalty: 5295.467773
	Iteration 48Q: 3 clusters Score -6738201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6738203.500000 Penalty: 5295.467773
	Iteration 49Q: 3 clusters Score -6738204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6738203.500000 Penalty: 5295.467773
	Iteration 50F: 3 clusters Score -6738204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (132118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132118 members 
Entering Unmasked Estep 
Score: -20735368.000000 Penalty: 2924.279785
	Iteration 0F: 2 clusters Score -2.073537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -20672530.000000 Penalty: 5848.559570
	Iteration 0F: 3 clusters Score -2.067253e+07 nChanged 62882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -20709592.000000 Penalty: 5848.559570
	Iteration 1F: 3 clusters Score -2.070959e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -20711706.000000 Penalty: 5848.559570
	Iteration 2Q: 3 clusters Score -2.071171e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -20714708.000000 Penalty: 5848.559570
	Iteration 3F: 3 clusters Score -2.071471e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -20718336.000000 Penalty: 5848.559570
	Iteration 4F: 3 clusters Score -2.071834e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -20721806.000000 Penalty: 5848.559570
	Iteration 5F: 3 clusters Score -2.072181e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -20724758.000000 Penalty: 5848.559570
	Iteration 6F: 3 clusters Score -2.072476e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -20727494.000000 Penalty: 5848.559570
	Iteration 7F: 3 clusters Score -2.072749e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -20730222.000000 Penalty: 5848.559570
	Iteration 8Q: 3 clusters Score -2.073022e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -20733334.000000 Penalty: 5848.559570
	Iteration 9Q: 3 clusters Score -2.073333e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -20736524.000000 Penalty: 5848.559570
	Iteration 10Q: 3 clusters Score -2.073652e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -20739002.000000 Penalty: 5848.559570
	Iteration 11Q: 3 clusters Score -2.0739e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -20741062.000000 Penalty: 5848.559570
	Iteration 12Q: 3 clusters Score -2.074106e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -20742736.000000 Penalty: 5848.559570
	Iteration 13Q: 3 clusters Score -2.074274e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -20743902.000000 Penalty: 5848.559570
	Iteration 14Q: 3 clusters Score -2.07439e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -20745276.000000 Penalty: 5848.559570
	Iteration 15Q: 3 clusters Score -2.074528e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -20746892.000000 Penalty: 5848.559570
	Iteration 16Q: 3 clusters Score -2.074689e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -20748368.000000 Penalty: 5848.559570
	Iteration 17Q: 3 clusters Score -2.074837e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -20750094.000000 Penalty: 5848.559570
	Iteration 18Q: 3 clusters Score -2.075009e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -20751592.000000 Penalty: 5848.559570
	Iteration 19Q: 3 clusters Score -2.075159e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -20753026.000000 Penalty: 5848.559570
	Iteration 20F: 3 clusters Score -2.075303e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -20754142.000000 Penalty: 5848.559570
	Iteration 21Q: 3 clusters Score -2.075414e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -20755134.000000 Penalty: 5848.559570
	Iteration 22Q: 3 clusters Score -2.075513e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -20755764.000000 Penalty: 5848.559570
	Iteration 23Q: 3 clusters Score -2.075576e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -20756084.000000 Penalty: 5848.559570
	Iteration 24Q: 3 clusters Score -2.075608e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -20756254.000000 Penalty: 5848.559570
	Iteration 25Q: 3 clusters Score -2.075625e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -20756072.000000 Penalty: 5848.559570
	Iteration 26Q: 3 clusters Score -2.075607e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -20755952.000000 Penalty: 5848.559570
	Iteration 27Q: 3 clusters Score -2.075595e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -20755794.000000 Penalty: 5848.559570
	Iteration 28Q: 3 clusters Score -2.075579e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -20755592.000000 Penalty: 5848.559570
	Iteration 29Q: 3 clusters Score -2.075559e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -20755490.000000 Penalty: 5848.559570
	Iteration 30Q: 3 clusters Score -2.075549e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -20755352.000000 Penalty: 5848.559570
	Iteration 31Q: 3 clusters Score -2.075535e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -20755198.000000 Penalty: 5848.559570
	Iteration 32Q: 3 clusters Score -2.07552e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -20755094.000000 Penalty: 5848.559570
	Iteration 33Q: 3 clusters Score -2.075509e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -20755030.000000 Penalty: 5848.559570
	Iteration 34Q: 3 clusters Score -2.075503e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -20754980.000000 Penalty: 5848.559570
	Iteration 35Q: 3 clusters Score -2.075498e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -20754904.000000 Penalty: 5848.559570
	Iteration 36Q: 3 clusters Score -2.07549e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -20754902.000000 Penalty: 5848.559570
	Iteration 37Q: 3 clusters Score -2.07549e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -20754848.000000 Penalty: 5848.559570
	Iteration 38Q: 3 clusters Score -2.075485e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -20754808.000000 Penalty: 5848.559570
	Iteration 39Q: 3 clusters Score -2.075481e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -20754750.000000 Penalty: 5848.559570
	Iteration 40F: 3 clusters Score -2.075475e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -20754688.000000 Penalty: 5848.559570
	Iteration 41Q: 3 clusters Score -2.075469e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -20754636.000000 Penalty: 5848.559570
	Iteration 42Q: 3 clusters Score -2.075464e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 81689 members 
Entering Unmasked Estep 
Score: -20754666.000000 Penalty: 5848.559570
	Iteration 43Q: 3 clusters Score -2.075467e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -20754698.000000 Penalty: 5848.559570
	Iteration 44Q: 3 clusters Score -2.07547e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -20754620.000000 Penalty: 5848.559570
	Iteration 45Q: 3 clusters Score -2.075462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -20754632.000000 Penalty: 5848.559570
	Iteration 46Q: 3 clusters Score -2.075463e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -20754598.000000 Penalty: 5848.559570
	Iteration 47Q: 3 clusters Score -2.07546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -20754584.000000 Penalty: 5848.559570
	Iteration 48Q: 3 clusters Score -2.075458e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -20754560.000000 Penalty: 5848.559570
	Iteration 49Q: 3 clusters Score -2.075456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -20754582.000000 Penalty: 5848.559570
	Iteration 50Q: 3 clusters Score -2.075458e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -20754580.000000 Penalty: 5848.559570
	Iteration 51Q: 3 clusters Score -2.075458e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -20754622.000000 Penalty: 5848.559570
	Iteration 52Q: 3 clusters Score -2.075462e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -20754624.000000 Penalty: 5848.559570
	Iteration 53Q: 3 clusters Score -2.075462e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -20754624.000000 Penalty: 5848.559570
	Iteration 54Q: 3 clusters Score -2.075462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -20754638.000000 Penalty: 5848.559570
	Iteration 55Q: 3 clusters Score -2.075464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -20754622.000000 Penalty: 5848.559570
	Iteration 56Q: 3 clusters Score -2.075462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -20754636.000000 Penalty: 5848.559570
	Iteration 57Q: 3 clusters Score -2.075464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -20754660.000000 Penalty: 5848.559570
	Iteration 58Q: 3 clusters Score -2.075466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -20754660.000000 Penalty: 5848.559570
	Iteration 59Q: 3 clusters Score -2.075466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -20754646.000000 Penalty: 5848.559570
	Iteration 60F: 3 clusters Score -2.075465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -20754628.000000 Penalty: 5848.559570
	Iteration 61Q: 3 clusters Score -2.075463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -20754622.000000 Penalty: 5848.559570
	Iteration 62Q: 3 clusters Score -2.075462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -20754614.000000 Penalty: 5848.559570
	Iteration 63Q: 3 clusters Score -2.075461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -20754630.000000 Penalty: 5848.559570
	Iteration 64Q: 3 clusters Score -2.075463e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -20754622.000000 Penalty: 5848.559570
	Iteration 65Q: 3 clusters Score -2.075462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -20754618.000000 Penalty: 5848.559570
	Iteration 66Q: 3 clusters Score -2.075462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -20754654.000000 Penalty: 5848.559570
	Iteration 67Q: 3 clusters Score -2.075465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -20754654.000000 Penalty: 5848.559570
	Iteration 68Q: 3 clusters Score -2.075465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -20754662.000000 Penalty: 5848.559570
	Iteration 69Q: 3 clusters Score -2.075466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -20754680.000000 Penalty: 5848.559570
	Iteration 70Q: 3 clusters Score -2.075468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -20754656.000000 Penalty: 5848.559570
	Iteration 71Q: 3 clusters Score -2.075466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -20754656.000000 Penalty: 5848.559570
	Iteration 72Q: 3 clusters Score -2.075466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -20754642.000000 Penalty: 5848.559570
	Iteration 73Q: 3 clusters Score -2.075464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -20754644.000000 Penalty: 5848.559570
	Iteration 74Q: 3 clusters Score -2.075464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -20754652.000000 Penalty: 5848.559570
	Iteration 75Q: 3 clusters Score -2.075465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -20754638.000000 Penalty: 5848.559570
	Iteration 76Q: 3 clusters Score -2.075464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -20754646.000000 Penalty: 5848.559570
	Iteration 77Q: 3 clusters Score -2.075465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -20754632.000000 Penalty: 5848.559570
	Iteration 78Q: 3 clusters Score -2.075463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -20754626.000000 Penalty: 5848.559570
	Iteration 79Q: 3 clusters Score -2.075463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -20754640.000000 Penalty: 5848.559570
	Iteration 80F: 3 clusters Score -2.075464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -20754620.000000 Penalty: 5848.559570
	Iteration 81Q: 3 clusters Score -2.075462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -20754616.000000 Penalty: 5848.559570
	Iteration 82Q: 3 clusters Score -2.075462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -20754620.000000 Penalty: 5848.559570
	Iteration 83Q: 3 clusters Score -2.075462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -20754616.000000 Penalty: 5848.559570
	Iteration 84Q: 3 clusters Score -2.075462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -20754616.000000 Penalty: 5848.559570
	Iteration 85Q: 3 clusters Score -2.075462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -20754608.000000 Penalty: 5848.559570
	Iteration 86Q: 3 clusters Score -2.075461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -20754606.000000 Penalty: 5848.559570
	Iteration 87Q: 3 clusters Score -2.075461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -20754606.000000 Penalty: 5848.559570
	Iteration 88Q: 3 clusters Score -2.075461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -20754604.000000 Penalty: 5848.559570
	Iteration 89Q: 3 clusters Score -2.07546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -20754592.000000 Penalty: 5848.559570
	Iteration 90Q: 3 clusters Score -2.075459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -20754592.000000 Penalty: 5848.559570
	Iteration 91F: 3 clusters Score -2.075459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 51716 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 80402 members 
Entering Unmasked Estep 
Score: -120274440.000000 Penalty: 101086.828125
Splitting cluster 14 changes total score from -120194008.000000 to -120274440.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -371723.281250 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -371723.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -368848.968750 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -368849 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -370263.843750 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -370263.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -371473.031250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -371473 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -372904.156250 Penalty: 3894.616943
	Iteration 3F: 3 clusters Score -372904.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -373842.937500 Penalty: 3894.616943
	Iteration 4F: 3 clusters Score -373842.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -373997.562500 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -373997.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -374030.843750 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -374030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -374040.968750 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -374041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -374047.937500 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -374047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -374049.687500 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -374049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -374053.125000 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -374053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374053.531250 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -374053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374053.531250 Penalty: 3894.616943
	Iteration 12F: 3 clusters Score -374053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 51716 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 57867 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 80402 members 
Mstep: Class 31 contains 529 members 
Entering Unmasked Estep 
Score: -120275488.000000 Penalty: 104456.382812
Splitting cluster 15 changes total score from -120194008.000000 to -120275488.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (57867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Entering Unmasked Estep 
Score: -8939443.000000 Penalty: 2719.543701
	Iteration 0F: 2 clusters Score -8939443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8900674.000000 Penalty: 5439.087402
	Iteration 0F: 3 clusters Score -8900674 nChanged 26875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -8916545.000000 Penalty: 5439.087402
	Iteration 1F: 3 clusters Score -8916545 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8918221.000000 Penalty: 5439.087402
	Iteration 2F: 3 clusters Score -8918221 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -8920096.000000 Penalty: 5439.087402
	Iteration 3F: 3 clusters Score -8920096 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -8922019.000000 Penalty: 5439.087402
	Iteration 4F: 3 clusters Score -8922019 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8924026.000000 Penalty: 5439.087402
	Iteration 5F: 3 clusters Score -8924026 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -8926079.000000 Penalty: 5439.087402
	Iteration 6F: 3 clusters Score -8926079 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -8928166.000000 Penalty: 5439.087402
	Iteration 7F: 3 clusters Score -8928166 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8930421.000000 Penalty: 5439.087402
	Iteration 8F: 3 clusters Score -8930421 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -8932770.000000 Penalty: 5439.087402
	Iteration 9F: 3 clusters Score -8932770 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -8934929.000000 Penalty: 5439.087402
	Iteration 10Q: 3 clusters Score -8934929 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -8936295.000000 Penalty: 5439.087402
	Iteration 11Q: 3 clusters Score -8936295 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -8937085.000000 Penalty: 5439.087402
	Iteration 12Q: 3 clusters Score -8937085 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -8937617.000000 Penalty: 5439.087402
	Iteration 13Q: 3 clusters Score -8937617 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -8938044.000000 Penalty: 5439.087402
	Iteration 14Q: 3 clusters Score -8938044 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8938241.000000 Penalty: 5439.087402
	Iteration 15Q: 3 clusters Score -8938241 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8938444.000000 Penalty: 5439.087402
	Iteration 16Q: 3 clusters Score -8938444 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8938608.000000 Penalty: 5439.087402
	Iteration 17Q: 3 clusters Score -8938608 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -8938798.000000 Penalty: 5439.087402
	Iteration 18Q: 3 clusters Score -8938798 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -8939050.000000 Penalty: 5439.087402
	Iteration 19Q: 3 clusters Score -8939050 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -8939286.000000 Penalty: 5439.087402
	Iteration 20F: 3 clusters Score -8939286 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8939612.000000 Penalty: 5439.087402
	Iteration 21Q: 3 clusters Score -8939612 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8939916.000000 Penalty: 5439.087402
	Iteration 22Q: 3 clusters Score -8939916 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -8940252.000000 Penalty: 5439.087402
	Iteration 23Q: 3 clusters Score -8940252 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -8940523.000000 Penalty: 5439.087402
	Iteration 24Q: 3 clusters Score -8940523 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -8940809.000000 Penalty: 5439.087402
	Iteration 25Q: 3 clusters Score -8940809 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8941056.000000 Penalty: 5439.087402
	Iteration 26Q: 3 clusters Score -8941056 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -8941235.000000 Penalty: 5439.087402
	Iteration 27Q: 3 clusters Score -8941235 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -8941315.000000 Penalty: 5439.087402
	Iteration 28Q: 3 clusters Score -8941315 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -8941399.000000 Penalty: 5439.087402
	Iteration 29Q: 3 clusters Score -8941399 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8941423.000000 Penalty: 5439.087402
	Iteration 30Q: 3 clusters Score -8941423 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -8941468.000000 Penalty: 5439.087402
	Iteration 31Q: 3 clusters Score -8941468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -8941499.000000 Penalty: 5439.087402
	Iteration 32Q: 3 clusters Score -8941499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8941530.000000 Penalty: 5439.087402
	Iteration 33Q: 3 clusters Score -8941530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -8941532.000000 Penalty: 5439.087402
	Iteration 34Q: 3 clusters Score -8941532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -8941537.000000 Penalty: 5439.087402
	Iteration 35Q: 3 clusters Score -8941537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -8941544.000000 Penalty: 5439.087402
	Iteration 36Q: 3 clusters Score -8941544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -8941561.000000 Penalty: 5439.087402
	Iteration 37Q: 3 clusters Score -8941561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -8941572.000000 Penalty: 5439.087402
	Iteration 38Q: 3 clusters Score -8941572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -8941559.000000 Penalty: 5439.087402
	Iteration 39Q: 3 clusters Score -8941559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -8941552.000000 Penalty: 5439.087402
	Iteration 40F: 3 clusters Score -8941552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -8941546.000000 Penalty: 5439.087402
	Iteration 41Q: 3 clusters Score -8941546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -8941563.000000 Penalty: 5439.087402
	Iteration 42Q: 3 clusters Score -8941563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -8941577.000000 Penalty: 5439.087402
	Iteration 43Q: 3 clusters Score -8941577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -8941597.000000 Penalty: 5439.087402
	Iteration 44Q: 3 clusters Score -8941597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -8941596.000000 Penalty: 5439.087402
	Iteration 45Q: 3 clusters Score -8941596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -8941610.000000 Penalty: 5439.087402
	Iteration 46Q: 3 clusters Score -8941610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -8941632.000000 Penalty: 5439.087402
	Iteration 47Q: 3 clusters Score -8941632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -8941673.000000 Penalty: 5439.087402
	Iteration 48Q: 3 clusters Score -8941673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -8941681.000000 Penalty: 5439.087402
	Iteration 49Q: 3 clusters Score -8941681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -8941672.000000 Penalty: 5439.087402
	Iteration 50Q: 3 clusters Score -8941672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -8941678.000000 Penalty: 5439.087402
	Iteration 51Q: 3 clusters Score -8941678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -8941691.000000 Penalty: 5439.087402
	Iteration 52Q: 3 clusters Score -8941691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -8941699.000000 Penalty: 5439.087402
	Iteration 53Q: 3 clusters Score -8941699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -8941695.000000 Penalty: 5439.087402
	Iteration 54Q: 3 clusters Score -8941695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -8941697.000000 Penalty: 5439.087402
	Iteration 55Q: 3 clusters Score -8941697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -8941698.000000 Penalty: 5439.087402
	Iteration 56Q: 3 clusters Score -8941698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -8941704.000000 Penalty: 5439.087402
	Iteration 57Q: 3 clusters Score -8941704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -8941707.000000 Penalty: 5439.087402
	Iteration 58Q: 3 clusters Score -8941707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -8941704.000000 Penalty: 5439.087402
	Iteration 59Q: 3 clusters Score -8941704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -8941697.000000 Penalty: 5439.087402
	Iteration 60F: 3 clusters Score -8941697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -8941702.000000 Penalty: 5439.087402
	Iteration 61Q: 3 clusters Score -8941702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -8941710.000000 Penalty: 5439.087402
	Iteration 62Q: 3 clusters Score -8941710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8941708.000000 Penalty: 5439.087402
	Iteration 63Q: 3 clusters Score -8941708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -8941699.000000 Penalty: 5439.087402
	Iteration 64Q: 3 clusters Score -8941699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -8941700.000000 Penalty: 5439.087402
	Iteration 65Q: 3 clusters Score -8941700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8941700.000000 Penalty: 5439.087402
	Iteration 66Q: 3 clusters Score -8941700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8941696.000000 Penalty: 5439.087402
	Iteration 67Q: 3 clusters Score -8941696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8941696.000000 Penalty: 5439.087402
	Iteration 68F: 3 clusters Score -8941696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 51716 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 43138 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 53613 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 80402 members 
Mstep: Class 31 contains 529 members 
Mstep: Class 32 contains 14729 members 
Entering Unmasked Estep 
Score: -120277800.000000 Penalty: 107825.945312
Splitting cluster 17 changes total score from -120194008.000000 to -120277800.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (106222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Entering Unmasked Estep 
Score: -16753282.000000 Penalty: 2870.175049
	Iteration 0F: 2 clusters Score -1.675328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -16687598.000000 Penalty: 5740.350098
	Iteration 0F: 3 clusters Score -1.66876e+07 nChanged 50216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -16716389.000000 Penalty: 5740.350098
	Iteration 1F: 3 clusters Score -1.671639e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -16717541.000000 Penalty: 5740.350098
	Iteration 2Q: 3 clusters Score -1.671754e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -16718679.000000 Penalty: 5740.350098
	Iteration 3Q: 3 clusters Score -1.671868e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -16720175.000000 Penalty: 5740.350098
	Iteration 4Q: 3 clusters Score -1.672018e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -16722333.000000 Penalty: 5740.350098
	Iteration 5Q: 3 clusters Score -1.672233e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -16725247.000000 Penalty: 5740.350098
	Iteration 6F: 3 clusters Score -1.672525e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -16728990.000000 Penalty: 5740.350098
	Iteration 7F: 3 clusters Score -1.672899e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -16732976.000000 Penalty: 5740.350098
	Iteration 8F: 3 clusters Score -1.673298e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -16736815.000000 Penalty: 5740.350098
	Iteration 9F: 3 clusters Score -1.673682e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -16739957.000000 Penalty: 5740.350098
	Iteration 10F: 3 clusters Score -1.673996e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -16742216.000000 Penalty: 5740.350098
	Iteration 11Q: 3 clusters Score -1.674222e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -16744426.000000 Penalty: 5740.350098
	Iteration 12Q: 3 clusters Score -1.674443e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -16746250.000000 Penalty: 5740.350098
	Iteration 13Q: 3 clusters Score -1.674625e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -16747514.000000 Penalty: 5740.350098
	Iteration 14Q: 3 clusters Score -1.674751e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -16748692.000000 Penalty: 5740.350098
	Iteration 15Q: 3 clusters Score -1.674869e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -16749513.000000 Penalty: 5740.350098
	Iteration 16Q: 3 clusters Score -1.674951e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -16750056.000000 Penalty: 5740.350098
	Iteration 17Q: 3 clusters Score -1.675006e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -16750361.000000 Penalty: 5740.350098
	Iteration 18Q: 3 clusters Score -1.675036e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -16750642.000000 Penalty: 5740.350098
	Iteration 19Q: 3 clusters Score -1.675064e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -16750862.000000 Penalty: 5740.350098
	Iteration 20F: 3 clusters Score -1.675086e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -16750988.000000 Penalty: 5740.350098
	Iteration 21Q: 3 clusters Score -1.675099e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -16751122.000000 Penalty: 5740.350098
	Iteration 22Q: 3 clusters Score -1.675112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -16751183.000000 Penalty: 5740.350098
	Iteration 23Q: 3 clusters Score -1.675118e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -16751210.000000 Penalty: 5740.350098
	Iteration 24Q: 3 clusters Score -1.675121e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -16751248.000000 Penalty: 5740.350098
	Iteration 25Q: 3 clusters Score -1.675125e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -16751269.000000 Penalty: 5740.350098
	Iteration 26Q: 3 clusters Score -1.675127e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -16751298.000000 Penalty: 5740.350098
	Iteration 27Q: 3 clusters Score -1.67513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -16751301.000000 Penalty: 5740.350098
	Iteration 28Q: 3 clusters Score -1.67513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -16751316.000000 Penalty: 5740.350098
	Iteration 29Q: 3 clusters Score -1.675132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 105122 members 
Entering Unmasked Estep 
Score: -16751333.000000 Penalty: 5740.350098
	Iteration 30Q: 3 clusters Score -1.675133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -16751351.000000 Penalty: 5740.350098
	Iteration 31Q: 3 clusters Score -1.675135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -16751340.000000 Penalty: 5740.350098
	Iteration 32Q: 3 clusters Score -1.675134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -16751358.000000 Penalty: 5740.350098
	Iteration 33Q: 3 clusters Score -1.675136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -16751354.000000 Penalty: 5740.350098
	Iteration 34Q: 3 clusters Score -1.675135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -16751369.000000 Penalty: 5740.350098
	Iteration 35Q: 3 clusters Score -1.675137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -16751371.000000 Penalty: 5740.350098
	Iteration 36Q: 3 clusters Score -1.675137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751390.000000 Penalty: 5740.350098
	Iteration 37Q: 3 clusters Score -1.675139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751399.000000 Penalty: 5740.350098
	Iteration 38Q: 3 clusters Score -1.67514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751406.000000 Penalty: 5740.350098
	Iteration 39Q: 3 clusters Score -1.675141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751401.000000 Penalty: 5740.350098
	Iteration 40F: 3 clusters Score -1.67514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -16751403.000000 Penalty: 5740.350098
	Iteration 41Q: 3 clusters Score -1.67514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -16751421.000000 Penalty: 5740.350098
	Iteration 42Q: 3 clusters Score -1.675142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751420.000000 Penalty: 5740.350098
	Iteration 43Q: 3 clusters Score -1.675142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -16751422.000000 Penalty: 5740.350098
	Iteration 44Q: 3 clusters Score -1.675142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751424.000000 Penalty: 5740.350098
	Iteration 45Q: 3 clusters Score -1.675142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -16751419.000000 Penalty: 5740.350098
	Iteration 46Q: 3 clusters Score -1.675142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751423.000000 Penalty: 5740.350098
	Iteration 47Q: 3 clusters Score -1.675142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -16751423.000000 Penalty: 5740.350098
	Iteration 48F: 3 clusters Score -1.675142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Entering Unmasked Estep 
Score: -7973345.000000 Penalty: 2700.607422
	Iteration 0F: 2 clusters Score -7973345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -7937376.500000 Penalty: 5401.214844
	Iteration 0F: 3 clusters Score -7937376 nChanged 24967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -7953955.500000 Penalty: 5401.214844
	Iteration 1F: 3 clusters Score -7953956 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -7958255.500000 Penalty: 5401.214844
	Iteration 2F: 3 clusters Score -7958256 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7963513.000000 Penalty: 5401.214844
	Iteration 3F: 3 clusters Score -7963513 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -7967577.500000 Penalty: 5401.214844
	Iteration 4F: 3 clusters Score -7967578 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7969854.500000 Penalty: 5401.214844
	Iteration 5F: 3 clusters Score -7969854 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -7971238.000000 Penalty: 5401.214844
	Iteration 6Q: 3 clusters Score -7971238 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -7972321.000000 Penalty: 5401.214844
	Iteration 7Q: 3 clusters Score -7972321 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -7973146.500000 Penalty: 5401.214844
	Iteration 8Q: 3 clusters Score -7973146 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7973658.000000 Penalty: 5401.214844
	Iteration 9Q: 3 clusters Score -7973658 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -7974076.000000 Penalty: 5401.214844
	Iteration 10Q: 3 clusters Score -7974076 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -7974379.500000 Penalty: 5401.214844
	Iteration 11Q: 3 clusters Score -7974380 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -7974584.000000 Penalty: 5401.214844
	Iteration 12Q: 3 clusters Score -7974584 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -7974808.500000 Penalty: 5401.214844
	Iteration 13Q: 3 clusters Score -7974808 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -7975023.500000 Penalty: 5401.214844
	Iteration 14Q: 3 clusters Score -7975024 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -7975153.000000 Penalty: 5401.214844
	Iteration 15Q: 3 clusters Score -7975153 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -7975296.500000 Penalty: 5401.214844
	Iteration 16Q: 3 clusters Score -7975296 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -7975356.500000 Penalty: 5401.214844
	Iteration 17Q: 3 clusters Score -7975356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -7975459.000000 Penalty: 5401.214844
	Iteration 18Q: 3 clusters Score -7975459 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -7975519.000000 Penalty: 5401.214844
	Iteration 19Q: 3 clusters Score -7975519 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -7975582.000000 Penalty: 5401.214844
	Iteration 20F: 3 clusters Score -7975582 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -7975641.000000 Penalty: 5401.214844
	Iteration 21Q: 3 clusters Score -7975641 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -7975678.000000 Penalty: 5401.214844
	Iteration 22Q: 3 clusters Score -7975678 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -7975702.000000 Penalty: 5401.214844
	Iteration 23Q: 3 clusters Score -7975702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -7975738.500000 Penalty: 5401.214844
	Iteration 24Q: 3 clusters Score -7975738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -7975767.500000 Penalty: 5401.214844
	Iteration 25Q: 3 clusters Score -7975768 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -7975773.500000 Penalty: 5401.214844
	Iteration 26Q: 3 clusters Score -7975774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -7975789.000000 Penalty: 5401.214844
	Iteration 27Q: 3 clusters Score -7975789 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7975821.500000 Penalty: 5401.214844
	Iteration 28Q: 3 clusters Score -7975822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -7975816.000000 Penalty: 5401.214844
	Iteration 29Q: 3 clusters Score -7975816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -7975824.000000 Penalty: 5401.214844
	Iteration 30Q: 3 clusters Score -7975824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -7975847.000000 Penalty: 5401.214844
	Iteration 31Q: 3 clusters Score -7975847 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -7975871.000000 Penalty: 5401.214844
	Iteration 32Q: 3 clusters Score -7975871 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -7975895.500000 Penalty: 5401.214844
	Iteration 33Q: 3 clusters Score -7975896 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -7975914.000000 Penalty: 5401.214844
	Iteration 34Q: 3 clusters Score -7975914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -7975964.500000 Penalty: 5401.214844
	Iteration 35Q: 3 clusters Score -7975964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -7975975.000000 Penalty: 5401.214844
	Iteration 36Q: 3 clusters Score -7975975 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -7975999.000000 Penalty: 5401.214844
	Iteration 37Q: 3 clusters Score -7975999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7976029.000000 Penalty: 5401.214844
	Iteration 38Q: 3 clusters Score -7976029 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -7976041.500000 Penalty: 5401.214844
	Iteration 39Q: 3 clusters Score -7976042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7976049.000000 Penalty: 5401.214844
	Iteration 40F: 3 clusters Score -7976049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -7976074.000000 Penalty: 5401.214844
	Iteration 41Q: 3 clusters Score -7976074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -7976079.500000 Penalty: 5401.214844
	Iteration 42Q: 3 clusters Score -7976080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7976100.500000 Penalty: 5401.214844
	Iteration 43Q: 3 clusters Score -7976100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -7976126.500000 Penalty: 5401.214844
	Iteration 44Q: 3 clusters Score -7976126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -7976135.500000 Penalty: 5401.214844
	Iteration 45Q: 3 clusters Score -7976136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -7976145.500000 Penalty: 5401.214844
	Iteration 46Q: 3 clusters Score -7976146 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -7976157.000000 Penalty: 5401.214844
	Iteration 47Q: 3 clusters Score -7976157 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -7976190.000000 Penalty: 5401.214844
	Iteration 48Q: 3 clusters Score -7976190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -7976233.000000 Penalty: 5401.214844
	Iteration 49Q: 3 clusters Score -7976233 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -7976265.500000 Penalty: 5401.214844
	Iteration 50Q: 3 clusters Score -7976266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -7976305.500000 Penalty: 5401.214844
	Iteration 51Q: 3 clusters Score -7976306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -7976317.500000 Penalty: 5401.214844
	Iteration 52Q: 3 clusters Score -7976318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7976341.500000 Penalty: 5401.214844
	Iteration 53Q: 3 clusters Score -7976342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -7976361.000000 Penalty: 5401.214844
	Iteration 54Q: 3 clusters Score -7976361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -7976385.500000 Penalty: 5401.214844
	Iteration 55Q: 3 clusters Score -7976386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -7976387.500000 Penalty: 5401.214844
	Iteration 56Q: 3 clusters Score -7976388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -7976413.000000 Penalty: 5401.214844
	Iteration 57Q: 3 clusters Score -7976413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -7976425.000000 Penalty: 5401.214844
	Iteration 58Q: 3 clusters Score -7976425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -7976437.500000 Penalty: 5401.214844
	Iteration 59Q: 3 clusters Score -7976438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -7976440.000000 Penalty: 5401.214844
	Iteration 60F: 3 clusters Score -7976440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -7976454.000000 Penalty: 5401.214844
	Iteration 61Q: 3 clusters Score -7976454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -7976446.500000 Penalty: 5401.214844
	Iteration 62Q: 3 clusters Score -7976446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -7976455.500000 Penalty: 5401.214844
	Iteration 63Q: 3 clusters Score -7976456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7976455.000000 Penalty: 5401.214844
	Iteration 64Q: 3 clusters Score -7976455 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -7976469.000000 Penalty: 5401.214844
	Iteration 65Q: 3 clusters Score -7976469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -7976478.000000 Penalty: 5401.214844
	Iteration 66Q: 3 clusters Score -7976478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7976491.000000 Penalty: 5401.214844
	Iteration 67Q: 3 clusters Score -7976491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -7976490.000000 Penalty: 5401.214844
	Iteration 68Q: 3 clusters Score -7976490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -7976498.000000 Penalty: 5401.214844
	Iteration 69Q: 3 clusters Score -7976498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -7976505.500000 Penalty: 5401.214844
	Iteration 70Q: 3 clusters Score -7976506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -7976503.000000 Penalty: 5401.214844
	Iteration 71Q: 3 clusters Score -7976503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -7976501.500000 Penalty: 5401.214844
	Iteration 72Q: 3 clusters Score -7976502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7976498.500000 Penalty: 5401.214844
	Iteration 73Q: 3 clusters Score -7976498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -7976505.500000 Penalty: 5401.214844
	Iteration 74Q: 3 clusters Score -7976506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -7976504.000000 Penalty: 5401.214844
	Iteration 75Q: 3 clusters Score -7976504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -7976503.000000 Penalty: 5401.214844
	Iteration 76Q: 3 clusters Score -7976503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -7976523.500000 Penalty: 5401.214844
	Iteration 77Q: 3 clusters Score -7976524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -7976516.000000 Penalty: 5401.214844
	Iteration 78Q: 3 clusters Score -7976516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -7976516.500000 Penalty: 5401.214844
	Iteration 79Q: 3 clusters Score -7976516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -7976526.500000 Penalty: 5401.214844
	Iteration 80F: 3 clusters Score -7976526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -7976506.000000 Penalty: 5401.214844
	Iteration 81Q: 3 clusters Score -7976506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7976503.000000 Penalty: 5401.214844
	Iteration 82Q: 3 clusters Score -7976503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7976506.500000 Penalty: 5401.214844
	Iteration 83Q: 3 clusters Score -7976506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -7976497.500000 Penalty: 5401.214844
	Iteration 84Q: 3 clusters Score -7976498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -7976503.500000 Penalty: 5401.214844
	Iteration 85Q: 3 clusters Score -7976504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -7976499.000000 Penalty: 5401.214844
	Iteration 86Q: 3 clusters Score -7976499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -7976496.000000 Penalty: 5401.214844
	Iteration 87Q: 3 clusters Score -7976496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -7976495.500000 Penalty: 5401.214844
	Iteration 88Q: 3 clusters Score -7976496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7976497.500000 Penalty: 5401.214844
	Iteration 89Q: 3 clusters Score -7976498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7976493.000000 Penalty: 5401.214844
	Iteration 90Q: 3 clusters Score -7976493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -7976491.500000 Penalty: 5401.214844
	Iteration 91Q: 3 clusters Score -7976492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -7976493.500000 Penalty: 5401.214844
	Iteration 92Q: 3 clusters Score -7976494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7976495.500000 Penalty: 5401.214844
	Iteration 93Q: 3 clusters Score -7976496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7976496.500000 Penalty: 5401.214844
	Iteration 94Q: 3 clusters Score -7976496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7976496.500000 Penalty: 5401.214844
	Iteration 95F: 3 clusters Score -7976496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 51716 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 43138 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 44703 members 
Mstep: Class 20 contains 9913 members 
Mstep: Class 21 contains 8326 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 60590 members 
Mstep: Class 26 contains 423 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 24213 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 80402 members 
Mstep: Class 31 contains 529 members 
Mstep: Class 32 contains 14729 members 
Mstep: Class 33 contains 8910 members 
Entering Unmasked Estep 
Score: -120280312.000000 Penalty: 111195.507812
Splitting cluster 19 changes total score from -120194008.000000 to -120280312.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 12407 members 
Mstep: Class 11 contains 10577 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43319 members 
Mstep: Class 14 contains 51716 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 17 contains 43138 members 
Mstep: Class 18 contains 106222 members 
Mstep: Class 19 contains 44703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120306784.000000 Penalty: 111195.507812
Iteration 39Q: 34 clusters Score -1.203068e+08 nChanged 31756
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 46346 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 66110 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 55390 members 
Mstep: Class 8 contains 46125 members 
Mstep: Class 9 contains 3789 members 
Mstep: Class 10 contains 13043 members 
Mstep: Class 11 contains 12016 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43802 members 
Mstep: Class 14 contains 52047 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 43463 members 
Mstep: Class 18 contains 106913 members 
Mstep: Class 19 contains 44330 members 
Mstep: Class 20 contains 9065 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 3487 members 
Mstep: Class 23 contains 7379 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 58332 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 15726 members 
Mstep: Class 28 contains 22650 members 
Mstep: Class 29 contains 2244 members 
Mstep: Class 30 contains 79439 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 14457 members 
Mstep: Class 33 contains 8849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120327768.000000 Penalty: 111195.507812
Iteration 40F: 34 clusters Score -1.203278e+08 nChanged 22881
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 46067 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 66253 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 52661 members 
Mstep: Class 8 contains 46283 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 13437 members 
Mstep: Class 11 contains 13163 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 51869 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 43235 members 
Mstep: Class 18 contains 106498 members 
Mstep: Class 19 contains 41927 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 7437 members 
Mstep: Class 24 contains 1285 members 
Mstep: Class 25 contains 58300 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 16268 members 
Mstep: Class 28 contains 22674 members 
Mstep: Class 29 contains 2365 members 
Mstep: Class 30 contains 80981 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 14432 members 
Mstep: Class 33 contains 9233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120336328.000000 Penalty: 111195.507812
Iteration 41Q: 34 clusters Score -1.203363e+08 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7916 members 
Mstep: Class 3 contains 46151 members 
Mstep: Class 4 contains 5622 members 
Mstep: Class 5 contains 66366 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 50496 members 
Mstep: Class 8 contains 46590 members 
Mstep: Class 9 contains 3920 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43464 members 
Mstep: Class 14 contains 51960 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 43115 members 
Mstep: Class 18 contains 106190 members 
Mstep: Class 19 contains 40331 members 
Mstep: Class 20 contains 9378 members 
Mstep: Class 21 contains 9688 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 58148 members 
Mstep: Class 26 contains 381 members 
Mstep: Class 27 contains 16497 members 
Mstep: Class 28 contains 22650 members 
Mstep: Class 29 contains 2418 members 
Mstep: Class 30 contains 81862 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 14454 members 
Mstep: Class 33 contains 9429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120339728.000000 Penalty: 111195.507812
Iteration 42Q: 34 clusters Score -1.203397e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8038 members 
Mstep: Class 3 contains 46266 members 
Mstep: Class 4 contains 5742 members 
Mstep: Class 5 contains 66500 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 48718 members 
Mstep: Class 8 contains 46821 members 
Mstep: Class 9 contains 3993 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 14929 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43419 members 
Mstep: Class 14 contains 52095 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 43046 members 
Mstep: Class 18 contains 105921 members 
Mstep: Class 19 contains 39101 members 
Mstep: Class 20 contains 9376 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 7409 members 
Mstep: Class 24 contains 1501 members 
Mstep: Class 25 contains 57985 members 
Mstep: Class 26 contains 371 members 
Mstep: Class 27 contains 16679 members 
Mstep: Class 28 contains 22655 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 82535 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 14505 members 
Mstep: Class 33 contains 9560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341792.000000 Penalty: 111195.507812
Iteration 43Q: 34 clusters Score -1.203418e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 46341 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 66641 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 47209 members 
Mstep: Class 8 contains 46969 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 14221 members 
Mstep: Class 11 contains 15668 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43438 members 
Mstep: Class 14 contains 52250 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 43010 members 
Mstep: Class 18 contains 105694 members 
Mstep: Class 19 contains 38021 members 
Mstep: Class 20 contains 9337 members 
Mstep: Class 21 contains 10381 members 
Mstep: Class 22 contains 4123 members 
Mstep: Class 23 contains 7358 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 57831 members 
Mstep: Class 26 contains 373 members 
Mstep: Class 27 contains 16822 members 
Mstep: Class 28 contains 22649 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 83080 members 
Mstep: Class 31 contains 413 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120344216.000000 Penalty: 111195.507812
Iteration 44Q: 34 clusters Score -1.203442e+08 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 5919 members 
Mstep: Class 5 contains 66767 members 
Mstep: Class 6 contains 611 members 
Mstep: Class 7 contains 45800 members 
Mstep: Class 8 contains 47138 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 16448 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43482 members 
Mstep: Class 14 contains 52417 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 42997 members 
Mstep: Class 18 contains 105530 members 
Mstep: Class 19 contains 37098 members 
Mstep: Class 20 contains 9285 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 7322 members 
Mstep: Class 24 contains 1633 members 
Mstep: Class 25 contains 57696 members 
Mstep: Class 26 contains 377 members 
Mstep: Class 27 contains 16920 members 
Mstep: Class 28 contains 22653 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 83489 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 14588 members 
Mstep: Class 33 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120345504.000000 Penalty: 111195.507812
Iteration 45Q: 34 clusters Score -1.203455e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 46362 members 
Mstep: Class 4 contains 5975 members 
Mstep: Class 5 contains 66900 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 47264 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43489 members 
Mstep: Class 14 contains 52541 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 43002 members 
Mstep: Class 18 contains 105364 members 
Mstep: Class 19 contains 36319 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 10754 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 57588 members 
Mstep: Class 26 contains 379 members 
Mstep: Class 27 contains 17000 members 
Mstep: Class 28 contains 22687 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 83856 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 14631 members 
Mstep: Class 33 contains 9981 members 
Entering Unmasked Estep 
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Score: -120347040.000000 Penalty: 111195.507812
Iteration 46Q: 34 clusters Score -1.20347e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 6025 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 43274 members 
Mstep: Class 8 contains 47375 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 18048 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43489 members 
Mstep: Class 14 contains 52661 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 42993 members 
Mstep: Class 18 contains 105228 members 
Mstep: Class 19 contains 35636 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 4293 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 1775 members 
Mstep: Class 25 contains 57516 members 
Mstep: Class 26 contains 380 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 22726 members 
Mstep: Class 29 contains 2623 members 
Mstep: Class 30 contains 84162 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 14667 members 
Mstep: Class 33 contains 10084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120347928.000000 Penalty: 111195.507812
Iteration 47Q: 34 clusters Score -1.203479e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8506 members 
Mstep: Class 3 contains 46238 members 
Mstep: Class 4 contains 6087 members 
Mstep: Class 5 contains 67160 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 42204 members 
Mstep: Class 8 contains 47422 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 14961 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43521 members 
Mstep: Class 14 contains 52781 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 42978 members 
Mstep: Class 18 contains 105089 members 
Mstep: Class 19 contains 34996 members 
Mstep: Class 20 contains 9118 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 4317 members 
Mstep: Class 23 contains 7214 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 57437 members 
Mstep: Class 26 contains 383 members 
Mstep: Class 27 contains 17071 members 
Mstep: Class 28 contains 22813 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 84388 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 14711 members 
Mstep: Class 33 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120348928.000000 Penalty: 111195.507812
Iteration 48Q: 34 clusters Score -1.203489e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 46174 members 
Mstep: Class 4 contains 6132 members 
Mstep: Class 5 contains 67268 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 41256 members 
Mstep: Class 8 contains 47474 members 
Mstep: Class 9 contains 4132 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43538 members 
Mstep: Class 14 contains 52883 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 42949 members 
Mstep: Class 18 contains 104963 members 
Mstep: Class 19 contains 34485 members 
Mstep: Class 20 contains 9076 members 
Mstep: Class 21 contains 11169 members 
Mstep: Class 22 contains 4335 members 
Mstep: Class 23 contains 7165 members 
Mstep: Class 24 contains 1895 members 
Mstep: Class 25 contains 57374 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 17070 members 
Mstep: Class 28 contains 22870 members 
Mstep: Class 29 contains 2712 members 
Mstep: Class 30 contains 84581 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 14755 members 
Mstep: Class 33 contains 10296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120349672.000000 Penalty: 111195.507812
Iteration 49Q: 34 clusters Score -1.203497e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 46158 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 67350 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 40453 members 
Mstep: Class 8 contains 47486 members 
Mstep: Class 9 contains 4137 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 20205 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43555 members 
Mstep: Class 14 contains 52964 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 42923 members 
Mstep: Class 18 contains 104870 members 
Mstep: Class 19 contains 33986 members 
Mstep: Class 20 contains 9032 members 
Mstep: Class 21 contains 11301 members 
Mstep: Class 22 contains 4352 members 
Mstep: Class 23 contains 7134 members 
Mstep: Class 24 contains 1946 members 
Mstep: Class 25 contains 57291 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 17052 members 
Mstep: Class 28 contains 22890 members 
Mstep: Class 29 contains 2747 members 
Mstep: Class 30 contains 84757 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 14799 members 
Mstep: Class 33 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120350328.000000 Penalty: 111195.507812
Iteration 50Q: 34 clusters Score -1.203503e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8788 members 
Mstep: Class 3 contains 46133 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 67420 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 39723 members 
Mstep: Class 8 contains 47522 members 
Mstep: Class 9 contains 4137 members 
Mstep: Class 10 contains 15318 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 43568 members 
Mstep: Class 14 contains 53030 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 42893 members 
Mstep: Class 18 contains 104789 members 
Mstep: Class 19 contains 33587 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 11388 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 57208 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 17038 members 
Mstep: Class 28 contains 22923 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 84897 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 14831 members 
Mstep: Class 33 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351048.000000 Penalty: 111195.507812
Iteration 51Q: 34 clusters Score -1.20351e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8855 members 
Mstep: Class 3 contains 46101 members 
Mstep: Class 4 contains 6222 members 
Mstep: Class 5 contains 67482 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 39136 members 
Mstep: Class 8 contains 47557 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 21261 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 53108 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 6605 members 
Mstep: Class 17 contains 42857 members 
Mstep: Class 18 contains 104711 members 
Mstep: Class 19 contains 33197 members 
Mstep: Class 20 contains 8887 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 7092 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 57160 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 17024 members 
Mstep: Class 28 contains 22950 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 85025 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 14864 members 
Mstep: Class 33 contains 10545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351184.000000 Penalty: 111195.507812
Iteration 52Q: 34 clusters Score -1.203512e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 46064 members 
Mstep: Class 4 contains 6248 members 
Mstep: Class 5 contains 67536 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 7 contains 38712 members 
Mstep: Class 8 contains 47564 members 
Mstep: Class 9 contains 4138 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43584 members 
Mstep: Class 14 contains 53176 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 42828 members 
Mstep: Class 18 contains 104643 members 
Mstep: Class 19 contains 32865 members 
Mstep: Class 20 contains 8817 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 57109 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 22961 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 85131 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 14894 members 
Mstep: Class 33 contains 10622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351712.000000 Penalty: 111195.507812
Iteration 53Q: 34 clusters Score -1.203517e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8976 members 
Mstep: Class 3 contains 46013 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 67583 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 38408 members 
Mstep: Class 8 contains 47558 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 21838 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43596 members 
Mstep: Class 14 contains 53218 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 6599 members 
Mstep: Class 17 contains 42800 members 
Mstep: Class 18 contains 104578 members 
Mstep: Class 19 contains 32573 members 
Mstep: Class 20 contains 8759 members 
Mstep: Class 21 contains 11595 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 7053 members 
Mstep: Class 24 contains 2020 members 
Mstep: Class 25 contains 57086 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 16996 members 
Mstep: Class 28 contains 22965 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 85246 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 14922 members 
Mstep: Class 33 contains 10700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351952.000000 Penalty: 111195.507812
Iteration 54Q: 34 clusters Score -1.20352e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9008 members 
Mstep: Class 3 contains 45968 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 67624 members 
Mstep: Class 6 contains 689 members 
Mstep: Class 7 contains 38210 members 
Mstep: Class 8 contains 47554 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 22008 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43597 members 
Mstep: Class 14 contains 53287 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 104527 members 
Mstep: Class 19 contains 32274 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 57056 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 16970 members 
Mstep: Class 28 contains 22981 members 
Mstep: Class 29 contains 2952 members 
Mstep: Class 30 contains 85334 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 14933 members 
Mstep: Class 33 contains 10767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352144.000000 Penalty: 111195.507812
Iteration 55Q: 34 clusters Score -1.203521e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9031 members 
Mstep: Class 3 contains 45926 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 67662 members 
Mstep: Class 6 contains 693 members 
Mstep: Class 7 contains 38068 members 
Mstep: Class 8 contains 47573 members 
Mstep: Class 9 contains 4135 members 
Mstep: Class 10 contains 15841 members 
Mstep: Class 11 contains 22124 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43602 members 
Mstep: Class 14 contains 53351 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 42771 members 
Mstep: Class 18 contains 104484 members 
Mstep: Class 19 contains 31960 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 11719 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 2024 members 
Mstep: Class 25 contains 57021 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 16938 members 
Mstep: Class 28 contains 22990 members 
Mstep: Class 29 contains 2992 members 
Mstep: Class 30 contains 85423 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 10830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352216.000000 Penalty: 111195.507812
Iteration 56Q: 34 clusters Score -1.203522e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 45879 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 67696 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 37976 members 
Mstep: Class 8 contains 47586 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 22199 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43606 members 
Mstep: Class 14 contains 53415 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 42778 members 
Mstep: Class 18 contains 104439 members 
Mstep: Class 19 contains 31649 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 11761 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 7005 members 
Mstep: Class 24 contains 2022 members 
Mstep: Class 25 contains 57001 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 22996 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 85506 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 10902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352728.000000 Penalty: 111195.507812
Iteration 57Q: 34 clusters Score -1.203527e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 45851 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 67718 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 37902 members 
Mstep: Class 8 contains 47606 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 16040 members 
Mstep: Class 11 contains 22263 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43617 members 
Mstep: Class 14 contains 53438 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 6590 members 
Mstep: Class 17 contains 42758 members 
Mstep: Class 18 contains 104414 members 
Mstep: Class 19 contains 31394 members 
Mstep: Class 20 contains 8553 members 
Mstep: Class 21 contains 11775 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 56981 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 16881 members 
Mstep: Class 28 contains 22996 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 85583 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 14969 members 
Mstep: Class 33 contains 10960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 34 clusters Score -1.203529e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 3 contains 45805 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 67729 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 37857 members 
Mstep: Class 8 contains 47604 members 
Mstep: Class 9 contains 4130 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 22313 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 53460 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 42728 members 
Mstep: Class 18 contains 104399 members 
Mstep: Class 19 contains 31191 members 
Mstep: Class 20 contains 8510 members 
Mstep: Class 21 contains 11791 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 6974 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 56959 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 22984 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 85655 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 14979 members 
Mstep: Class 33 contains 11011 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.203535e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9083 members 
Mstep: Class 3 contains 45761 members 
Mstep: Class 4 contains 6368 members 
Mstep: Class 5 contains 67754 members 
Mstep: Class 6 contains 747 members 
Mstep: Class 7 contains 37818 members 
Mstep: Class 8 contains 47601 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 22347 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43621 members 
Mstep: Class 14 contains 53455 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 42707 members 
Mstep: Class 18 contains 104387 members 
Mstep: Class 19 contains 31006 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 11810 members 
Mstep: Class 22 contains 4471 members 
Mstep: Class 23 contains 6951 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 56935 members 
Mstep: Class 26 contains 386 members 
Mstep: Class 27 contains 16846 members 
Mstep: Class 28 contains 22974 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 85738 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 14981 members 
Mstep: Class 33 contains 11059 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.203542e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 67774 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 37579 members 
Mstep: Class 8 contains 47598 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 53481 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 42683 members 
Mstep: Class 18 contains 104374 members 
Mstep: Class 19 contains 30813 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 11818 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 6939 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 56910 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 16840 members 
Mstep: Class 28 contains 22959 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 85791 members 
Mstep: Class 31 contains 356 members 
Mstep: Class 32 contains 14982 members 
Mstep: Class 33 contains 11088 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.203544e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 45681 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 67808 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 37367 members 
Mstep: Class 8 contains 47602 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 16399 members 
Mstep: Class 11 contains 22768 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43623 members 
Mstep: Class 14 contains 53514 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 42668 members 
Mstep: Class 18 contains 104365 members 
Mstep: Class 19 contains 30620 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 6917 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 56891 members 
Mstep: Class 26 contains 390 members 
Mstep: Class 27 contains 16831 members 
Mstep: Class 28 contains 22944 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 85857 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 14992 members 
Mstep: Class 33 contains 11111 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.203546e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 45643 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 67846 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 37215 members 
Mstep: Class 8 contains 47607 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 10 contains 16479 members 
Mstep: Class 11 contains 22891 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43621 members 
Mstep: Class 14 contains 53563 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 42649 members 
Mstep: Class 18 contains 104356 members 
Mstep: Class 19 contains 30436 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 6893 members 
Mstep: Class 24 contains 2075 members 
Mstep: Class 25 contains 56875 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 16818 members 
Mstep: Class 28 contains 22932 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 85892 members 
Mstep: Class 31 contains 345 members 
Mstep: Class 32 contains 14996 members 
Mstep: Class 33 contains 11153 members 
Entering Unmasked Estep 
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Score: -120354560.000000 Penalty: 111195.507812
Iteration 63Q: 34 clusters Score -1.203546e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 45613 members 
Mstep: Class 4 contains 6402 members 
Mstep: Class 5 contains 67850 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 7 contains 37092 members 
Mstep: Class 8 contains 47615 members 
Mstep: Class 9 contains 4128 members 
Mstep: Class 10 contains 16567 members 
Mstep: Class 11 contains 22999 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43621 members 
Mstep: Class 14 contains 53585 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 42625 members 
Mstep: Class 18 contains 104341 members 
Mstep: Class 19 contains 30256 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 6876 members 
Mstep: Class 24 contains 2058 members 
Mstep: Class 25 contains 56846 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 16802 members 
Mstep: Class 28 contains 22924 members 
Mstep: Class 29 contains 3401 members 
Mstep: Class 30 contains 85955 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 11193 members 
Entering Unmasked Estep 
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Score: -120355136.000000 Penalty: 111195.507812
Iteration 64Q: 34 clusters Score -1.203551e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 45590 members 
Mstep: Class 4 contains 6406 members 
Mstep: Class 5 contains 67865 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 37006 members 
Mstep: Class 8 contains 47621 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 16649 members 
Mstep: Class 11 contains 23070 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43615 members 
Mstep: Class 14 contains 53628 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 42603 members 
Mstep: Class 18 contains 104334 members 
Mstep: Class 19 contains 30084 members 
Mstep: Class 20 contains 8403 members 
Mstep: Class 21 contains 11845 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 56823 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 16786 members 
Mstep: Class 28 contains 22917 members 
Mstep: Class 29 contains 3459 members 
Mstep: Class 30 contains 86002 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11225 members 
Entering Unmasked Estep 
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Score: -120355176.000000 Penalty: 111195.507812
Iteration 65Q: 34 clusters Score -1.203552e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9174 members 
Mstep: Class 3 contains 45561 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 67878 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 36934 members 
Mstep: Class 8 contains 47622 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 16723 members 
Mstep: Class 11 contains 23122 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43615 members 
Mstep: Class 14 contains 53667 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 42579 members 
Mstep: Class 18 contains 104330 members 
Mstep: Class 19 contains 29933 members 
Mstep: Class 20 contains 8395 members 
Mstep: Class 21 contains 11857 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 6836 members 
Mstep: Class 24 contains 2020 members 
Mstep: Class 25 contains 56804 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16772 members 
Mstep: Class 28 contains 22909 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 86042 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11261 members 
Entering Unmasked Estep 
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Score: -120355184.000000 Penalty: 111195.507812
Iteration 66Q: 34 clusters Score -1.203552e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 45519 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 67906 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 36875 members 
Mstep: Class 8 contains 47630 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 16787 members 
Mstep: Class 11 contains 23163 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43615 members 
Mstep: Class 14 contains 53692 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 42544 members 
Mstep: Class 18 contains 104330 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 8382 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 6818 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 56786 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16756 members 
Mstep: Class 28 contains 22902 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 86090 members 
Mstep: Class 31 contains 332 members 
Mstep: Class 32 contains 15006 members 
Mstep: Class 33 contains 11297 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.203555e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 45496 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 67930 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 36831 members 
Mstep: Class 8 contains 47634 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 16858 members 
Mstep: Class 11 contains 23192 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43609 members 
Mstep: Class 14 contains 53743 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6582 members 
Mstep: Class 17 contains 42519 members 
Mstep: Class 18 contains 104323 members 
Mstep: Class 19 contains 29622 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 56775 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16746 members 
Mstep: Class 28 contains 22897 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 86132 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 11324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355552.000000 Penalty: 111195.507812
Iteration 68Q: 34 clusters Score -1.203556e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 45476 members 
Mstep: Class 4 contains 6412 members 
Mstep: Class 5 contains 67957 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 36804 members 
Mstep: Class 8 contains 47636 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 16912 members 
Mstep: Class 11 contains 23219 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43603 members 
Mstep: Class 14 contains 53794 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 42500 members 
Mstep: Class 18 contains 104317 members 
Mstep: Class 19 contains 29483 members 
Mstep: Class 20 contains 8357 members 
Mstep: Class 21 contains 11878 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 6784 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 56763 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16737 members 
Mstep: Class 28 contains 22896 members 
Mstep: Class 29 contains 3600 members 
Mstep: Class 30 contains 86159 members 
Mstep: Class 31 contains 326 members 
Mstep: Class 32 contains 15005 members 
Mstep: Class 33 contains 11356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355432.000000 Penalty: 111195.507812
Iteration 69Q: 34 clusters Score -1.203554e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 45456 members 
Mstep: Class 4 contains 6411 members 
Mstep: Class 5 contains 67964 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 36785 members 
Mstep: Class 8 contains 47633 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 16961 members 
Mstep: Class 11 contains 23241 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43598 members 
Mstep: Class 14 contains 53832 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 42491 members 
Mstep: Class 18 contains 104310 members 
Mstep: Class 19 contains 29363 members 
Mstep: Class 20 contains 8346 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 6768 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 56743 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16726 members 
Mstep: Class 28 contains 22894 members 
Mstep: Class 29 contains 3631 members 
Mstep: Class 30 contains 86195 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 14993 members 
Mstep: Class 33 contains 11390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355768.000000 Penalty: 111195.507812
Iteration 70Q: 34 clusters Score -1.203558e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 45447 members 
Mstep: Class 4 contains 6412 members 
Mstep: Class 5 contains 67991 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 36767 members 
Mstep: Class 8 contains 47626 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 23253 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43593 members 
Mstep: Class 14 contains 53885 members 
Mstep: Class 15 contains 1588 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 42472 members 
Mstep: Class 18 contains 104306 members 
Mstep: Class 19 contains 29221 members 
Mstep: Class 20 contains 8338 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 6750 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 56720 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16722 members 
Mstep: Class 28 contains 22892 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 86222 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 14992 members 
Mstep: Class 33 contains 11419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355864.000000 Penalty: 111195.507812
Iteration 71Q: 34 clusters Score -1.203559e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 45444 members 
Mstep: Class 4 contains 6411 members 
Mstep: Class 5 contains 68010 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 36756 members 
Mstep: Class 8 contains 47620 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 17068 members 
Mstep: Class 11 contains 23278 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43589 members 
Mstep: Class 14 contains 53929 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 42449 members 
Mstep: Class 18 contains 104301 members 
Mstep: Class 19 contains 29103 members 
Mstep: Class 20 contains 8317 members 
Mstep: Class 21 contains 11913 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 56700 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16718 members 
Mstep: Class 28 contains 22883 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 86254 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 14992 members 
Mstep: Class 33 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355840.000000 Penalty: 111195.507812
Iteration 72Q: 34 clusters Score -1.203558e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 45425 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 68018 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36755 members 
Mstep: Class 8 contains 47620 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 17121 members 
Mstep: Class 11 contains 23283 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43591 members 
Mstep: Class 14 contains 53960 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 104298 members 
Mstep: Class 19 contains 28997 members 
Mstep: Class 20 contains 8303 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 56676 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16716 members 
Mstep: Class 28 contains 22871 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 86276 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 14991 members 
Mstep: Class 33 contains 11476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355848.000000 Penalty: 111195.507812
Iteration 73Q: 34 clusters Score -1.203558e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 45413 members 
Mstep: Class 4 contains 6412 members 
Mstep: Class 5 contains 68026 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36752 members 
Mstep: Class 8 contains 47611 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 17189 members 
Mstep: Class 11 contains 23295 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43591 members 
Mstep: Class 14 contains 53996 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 104296 members 
Mstep: Class 19 contains 28873 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 4544 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 56652 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16715 members 
Mstep: Class 28 contains 22868 members 
Mstep: Class 29 contains 3748 members 
Mstep: Class 30 contains 86300 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 14995 members 
Mstep: Class 33 contains 11523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356048.000000 Penalty: 111195.507812
Iteration 74Q: 34 clusters Score -1.20356e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 45391 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68032 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36749 members 
Mstep: Class 8 contains 47605 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 23305 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43587 members 
Mstep: Class 14 contains 54036 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 42383 members 
Mstep: Class 18 contains 104291 members 
Mstep: Class 19 contains 28728 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 11954 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 56642 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 22869 members 
Mstep: Class 29 contains 3774 members 
Mstep: Class 30 contains 86329 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15003 members 
Mstep: Class 33 contains 11568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356264.000000 Penalty: 111195.507812
Iteration 75Q: 34 clusters Score -1.203563e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 45359 members 
Mstep: Class 4 contains 6416 members 
Mstep: Class 5 contains 68040 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36749 members 
Mstep: Class 8 contains 47597 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17337 members 
Mstep: Class 11 contains 23311 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 54063 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 42349 members 
Mstep: Class 18 contains 104288 members 
Mstep: Class 19 contains 28594 members 
Mstep: Class 20 contains 8256 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 56631 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 22866 members 
Mstep: Class 29 contains 3791 members 
Mstep: Class 30 contains 86367 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356448.000000 Penalty: 111195.507812
Iteration 76Q: 34 clusters Score -1.203564e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 45342 members 
Mstep: Class 4 contains 6415 members 
Mstep: Class 5 contains 68053 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47586 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17416 members 
Mstep: Class 11 contains 23313 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 54067 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 42312 members 
Mstep: Class 18 contains 104285 members 
Mstep: Class 19 contains 28461 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 11995 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 56624 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 22869 members 
Mstep: Class 29 contains 3812 members 
Mstep: Class 30 contains 86416 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356456.000000 Penalty: 111195.507812
Iteration 77Q: 34 clusters Score -1.203565e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9141 members 
Mstep: Class 3 contains 45315 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68064 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36745 members 
Mstep: Class 8 contains 47585 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17497 members 
Mstep: Class 11 contains 23315 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 43570 members 
Mstep: Class 14 contains 54073 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6586 members 
Mstep: Class 17 contains 42284 members 
Mstep: Class 18 contains 104276 members 
Mstep: Class 19 contains 28322 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 12016 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 56612 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 22864 members 
Mstep: Class 29 contains 3830 members 
Mstep: Class 30 contains 86467 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15009 members 
Mstep: Class 33 contains 11704 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 34 clusters Score -1.203563e+08 nChanged 609
Entering ConstructFrom: 
Score: -120356296.000000 Penalty: 111195.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -1060822.875000 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -1060823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1054964.625000 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -1054965 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1056536.000000 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -1056536 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1056826.500000 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -1056826 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1057047.375000 Penalty: 4394.596191
	Iteration 3F: 3 clusters Score -1057047 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1057212.375000 Penalty: 4394.596191
	Iteration 4Q: 3 clusters Score -1057212 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1057382.125000 Penalty: 4394.596191
	Iteration 5Q: 3 clusters Score -1057382 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1057555.000000 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -1057555 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1057712.500000 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -1057712 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1057855.250000 Penalty: 4394.596191
	Iteration 8Q: 3 clusters Score -1057855 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1057992.375000 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -1057992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1058121.500000 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -1058122 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1058284.750000 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -1058285 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1058432.125000 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -1058432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1058563.000000 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -1058563 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1058674.000000 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -1058674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1058776.750000 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -1058777 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1058899.250000 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -1058899 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1059040.000000 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -1059040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1059186.125000 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -1059186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1059329.375000 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -1059329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1059428.625000 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -1059429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1059491.000000 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -1059491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1059550.125000 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -1059550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1059588.875000 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -1059589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1059622.125000 Penalty: 4394.596191
	Iteration 24Q: 3 clusters Score -1059622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1059665.375000 Penalty: 4394.596191
	Iteration 25Q: 3 clusters Score -1059665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1059712.875000 Penalty: 4394.596191
	Iteration 26Q: 3 clusters Score -1059713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1059760.875000 Penalty: 4394.596191
	Iteration 27Q: 3 clusters Score -1059761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1059815.625000 Penalty: 4394.596191
	Iteration 28Q: 3 clusters Score -1059816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1059894.125000 Penalty: 4394.596191
	Iteration 29Q: 3 clusters Score -1059894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1059970.500000 Penalty: 4394.596191
	Iteration 30Q: 3 clusters Score -1059970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1060050.000000 Penalty: 4394.596191
	Iteration 31Q: 3 clusters Score -1060050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1060130.500000 Penalty: 4394.596191
	Iteration 32Q: 3 clusters Score -1060130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1060188.125000 Penalty: 4394.596191
	Iteration 33Q: 3 clusters Score -1060188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1060244.375000 Penalty: 4394.596191
	Iteration 34Q: 3 clusters Score -1060244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1060298.375000 Penalty: 4394.596191
	Iteration 35Q: 3 clusters Score -1060298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1060334.125000 Penalty: 4394.596191
	Iteration 36Q: 3 clusters Score -1060334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1060361.375000 Penalty: 4394.596191
	Iteration 37Q: 3 clusters Score -1060361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1060388.375000 Penalty: 4394.596191
	Iteration 38Q: 3 clusters Score -1060388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1060407.375000 Penalty: 4394.596191
	Iteration 39Q: 3 clusters Score -1060407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1060432.875000 Penalty: 4394.596191
	Iteration 40F: 3 clusters Score -1060433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1060448.500000 Penalty: 4394.596191
	Iteration 41Q: 3 clusters Score -1060448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1060462.500000 Penalty: 4394.596191
	Iteration 42Q: 3 clusters Score -1060462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1060475.750000 Penalty: 4394.596191
	Iteration 43Q: 3 clusters Score -1060476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1060481.875000 Penalty: 4394.596191
	Iteration 44Q: 3 clusters Score -1060482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1060494.250000 Penalty: 4394.596191
	Iteration 45Q: 3 clusters Score -1060494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1060501.000000 Penalty: 4394.596191
	Iteration 46Q: 3 clusters Score -1060501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1060506.750000 Penalty: 4394.596191
	Iteration 47Q: 3 clusters Score -1060507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1060511.375000 Penalty: 4394.596191
	Iteration 48Q: 3 clusters Score -1060511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1060510.625000 Penalty: 4394.596191
	Iteration 49Q: 3 clusters Score -1060511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1060513.125000 Penalty: 4394.596191
	Iteration 50Q: 3 clusters Score -1060513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1060518.125000 Penalty: 4394.596191
	Iteration 51Q: 3 clusters Score -1060518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1060520.500000 Penalty: 4394.596191
	Iteration 52Q: 3 clusters Score -1060520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1060520.625000 Penalty: 4394.596191
	Iteration 53Q: 3 clusters Score -1060521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1060520.750000 Penalty: 4394.596191
	Iteration 54Q: 3 clusters Score -1060521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1060521.000000 Penalty: 4394.596191
	Iteration 55Q: 3 clusters Score -1060521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1060522.625000 Penalty: 4394.596191
	Iteration 56Q: 3 clusters Score -1060523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1060523.000000 Penalty: 4394.596191
	Iteration 57Q: 3 clusters Score -1060523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1060523.625000 Penalty: 4394.596191
	Iteration 58Q: 3 clusters Score -1060524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1060523.875000 Penalty: 4394.596191
	Iteration 59Q: 3 clusters Score -1060524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1060523.250000 Penalty: 4394.596191
	Iteration 60F: 3 clusters Score -1060523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1060523.750000 Penalty: 4394.596191
	Iteration 61Q: 3 clusters Score -1060524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1060525.500000 Penalty: 4394.596191
	Iteration 62Q: 3 clusters Score -1060526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1060528.125000 Penalty: 4394.596191
	Iteration 63Q: 3 clusters Score -1060528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1060529.125000 Penalty: 4394.596191
	Iteration 64Q: 3 clusters Score -1060529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1060531.375000 Penalty: 4394.596191
	Iteration 65Q: 3 clusters Score -1060531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1060531.375000 Penalty: 4394.596191
	Iteration 66Q: 3 clusters Score -1060531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1060531.500000 Penalty: 4394.596191
	Iteration 67Q: 3 clusters Score -1060532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1060532.125000 Penalty: 4394.596191
	Iteration 68Q: 3 clusters Score -1060532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1060532.625000 Penalty: 4394.596191
	Iteration 69Q: 3 clusters Score -1060533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1060533.250000 Penalty: 4394.596191
	Iteration 70Q: 3 clusters Score -1060533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1060532.250000 Penalty: 4394.596191
	Iteration 71Q: 3 clusters Score -1060532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1060535.625000 Penalty: 4394.596191
	Iteration 72Q: 3 clusters Score -1060536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1060539.125000 Penalty: 4394.596191
	Iteration 73Q: 3 clusters Score -1060539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1060538.375000 Penalty: 4394.596191
	Iteration 74Q: 3 clusters Score -1060538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1060542.500000 Penalty: 4394.596191
	Iteration 75Q: 3 clusters Score -1060542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1060542.125000 Penalty: 4394.596191
	Iteration 76Q: 3 clusters Score -1060542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1060546.875000 Penalty: 4394.596191
	Iteration 77Q: 3 clusters Score -1060547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1060547.875000 Penalty: 4394.596191
	Iteration 78Q: 3 clusters Score -1060548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1060548.250000 Penalty: 4394.596191
	Iteration 79Q: 3 clusters Score -1060548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1060551.750000 Penalty: 4394.596191
	Iteration 80F: 3 clusters Score -1060552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1060552.875000 Penalty: 4394.596191
	Iteration 81Q: 3 clusters Score -1060553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1060549.750000 Penalty: 4394.596191
	Iteration 82Q: 3 clusters Score -1060550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1060553.125000 Penalty: 4394.596191
	Iteration 83Q: 3 clusters Score -1060553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1060555.000000 Penalty: 4394.596191
	Iteration 84Q: 3 clusters Score -1060555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1060555.625000 Penalty: 4394.596191
	Iteration 85Q: 3 clusters Score -1060556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1060555.750000 Penalty: 4394.596191
	Iteration 86Q: 3 clusters Score -1060556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1060556.625000 Penalty: 4394.596191
	Iteration 87Q: 3 clusters Score -1060557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1060555.375000 Penalty: 4394.596191
	Iteration 88Q: 3 clusters Score -1060555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1060557.125000 Penalty: 4394.596191
	Iteration 89Q: 3 clusters Score -1060557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1060557.375000 Penalty: 4394.596191
	Iteration 90Q: 3 clusters Score -1060557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1060556.250000 Penalty: 4394.596191
	Iteration 91Q: 3 clusters Score -1060556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1060556.250000 Penalty: 4394.596191
	Iteration 92F: 3 clusters Score -1060556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Entering Unmasked Estep 
Score: -1353578.250000 Penalty: 2261.808838
	Iteration 0F: 2 clusters Score -1353578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1346523.750000 Penalty: 4523.617676
	Iteration 0F: 3 clusters Score -1346524 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1348625.250000 Penalty: 4523.617676
	Iteration 1F: 3 clusters Score -1348625 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1349137.250000 Penalty: 4523.617676
	Iteration 2F: 3 clusters Score -1349137 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1350032.500000 Penalty: 4523.617676
	Iteration 3F: 3 clusters Score -1350032 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1351361.125000 Penalty: 4523.617676
	Iteration 4F: 3 clusters Score -1351361 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1352617.750000 Penalty: 4523.617676
	Iteration 5F: 3 clusters Score -1352618 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1353638.625000 Penalty: 4523.617676
	Iteration 6F: 3 clusters Score -1353639 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1354376.625000 Penalty: 4523.617676
	Iteration 7F: 3 clusters Score -1354377 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1354799.500000 Penalty: 4523.617676
	Iteration 8Q: 3 clusters Score -1354800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1355049.875000 Penalty: 4523.617676
	Iteration 9Q: 3 clusters Score -1355050 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1355220.250000 Penalty: 4523.617676
	Iteration 10Q: 3 clusters Score -1355220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1355376.625000 Penalty: 4523.617676
	Iteration 11Q: 3 clusters Score -1355377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1355503.500000 Penalty: 4523.617676
	Iteration 12Q: 3 clusters Score -1355504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1355591.500000 Penalty: 4523.617676
	Iteration 13Q: 3 clusters Score -1355592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1355666.375000 Penalty: 4523.617676
	Iteration 14Q: 3 clusters Score -1355666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1355709.625000 Penalty: 4523.617676
	Iteration 15Q: 3 clusters Score -1355710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1355743.500000 Penalty: 4523.617676
	Iteration 16Q: 3 clusters Score -1355744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1355774.125000 Penalty: 4523.617676
	Iteration 17Q: 3 clusters Score -1355774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1355789.500000 Penalty: 4523.617676
	Iteration 18Q: 3 clusters Score -1355790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1355801.375000 Penalty: 4523.617676
	Iteration 19Q: 3 clusters Score -1355801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1355807.500000 Penalty: 4523.617676
	Iteration 20F: 3 clusters Score -1355808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1355814.625000 Penalty: 4523.617676
	Iteration 21Q: 3 clusters Score -1355815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1355818.750000 Penalty: 4523.617676
	Iteration 22Q: 3 clusters Score -1355819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1355829.375000 Penalty: 4523.617676
	Iteration 23Q: 3 clusters Score -1355829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1355832.125000 Penalty: 4523.617676
	Iteration 24Q: 3 clusters Score -1355832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1355832.625000 Penalty: 4523.617676
	Iteration 25Q: 3 clusters Score -1355833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1355834.375000 Penalty: 4523.617676
	Iteration 26Q: 3 clusters Score -1355834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1355839.250000 Penalty: 4523.617676
	Iteration 27Q: 3 clusters Score -1355839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1355841.000000 Penalty: 4523.617676
	Iteration 28Q: 3 clusters Score -1355841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1355840.625000 Penalty: 4523.617676
	Iteration 29Q: 3 clusters Score -1355841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1355840.625000 Penalty: 4523.617676
	Iteration 30F: 3 clusters Score -1355841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 782 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Entering Unmasked Estep 
Score: -120357600.000000 Penalty: 114565.070312
Splitting cluster 2 changes total score from -120356296.000000 to -120357600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (45294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Entering Unmasked Estep 
Score: -6620693.000000 Penalty: 2658.790771
	Iteration 0F: 2 clusters Score -6620693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6590103.500000 Penalty: 5317.581543
	Iteration 0F: 3 clusters Score -6590104 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -6602764.000000 Penalty: 5317.581543
	Iteration 1F: 3 clusters Score -6602764 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6604970.000000 Penalty: 5317.581543
	Iteration 2F: 3 clusters Score -6604970 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6607599.000000 Penalty: 5317.581543
	Iteration 3F: 3 clusters Score -6607599 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -6610202.000000 Penalty: 5317.581543
	Iteration 4F: 3 clusters Score -6610202 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6612453.500000 Penalty: 5317.581543
	Iteration 5F: 3 clusters Score -6612454 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -6614152.000000 Penalty: 5317.581543
	Iteration 6F: 3 clusters Score -6614152 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -6615196.000000 Penalty: 5317.581543
	Iteration 7Q: 3 clusters Score -6615196 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6615850.000000 Penalty: 5317.581543
	Iteration 8Q: 3 clusters Score -6615850 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6616250.500000 Penalty: 5317.581543
	Iteration 9Q: 3 clusters Score -6616250 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6616599.000000 Penalty: 5317.581543
	Iteration 10Q: 3 clusters Score -6616599 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -6616806.000000 Penalty: 5317.581543
	Iteration 11Q: 3 clusters Score -6616806 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6616994.000000 Penalty: 5317.581543
	Iteration 12Q: 3 clusters Score -6616994 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -6617166.000000 Penalty: 5317.581543
	Iteration 13Q: 3 clusters Score -6617166 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -6617359.500000 Penalty: 5317.581543
	Iteration 14Q: 3 clusters Score -6617360 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -6617530.000000 Penalty: 5317.581543
	Iteration 15Q: 3 clusters Score -6617530 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -6617672.500000 Penalty: 5317.581543
	Iteration 16Q: 3 clusters Score -6617672 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -6617822.500000 Penalty: 5317.581543
	Iteration 17Q: 3 clusters Score -6617822 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -6617952.500000 Penalty: 5317.581543
	Iteration 18Q: 3 clusters Score -6617952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -6618050.000000 Penalty: 5317.581543
	Iteration 19Q: 3 clusters Score -6618050 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -6618185.000000 Penalty: 5317.581543
	Iteration 20F: 3 clusters Score -6618185 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -6618280.500000 Penalty: 5317.581543
	Iteration 21Q: 3 clusters Score -6618280 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6618441.000000 Penalty: 5317.581543
	Iteration 22Q: 3 clusters Score -6618441 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -6618607.000000 Penalty: 5317.581543
	Iteration 23Q: 3 clusters Score -6618607 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -6618782.000000 Penalty: 5317.581543
	Iteration 24Q: 3 clusters Score -6618782 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -6618968.500000 Penalty: 5317.581543
	Iteration 25Q: 3 clusters Score -6618968 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6619211.000000 Penalty: 5317.581543
	Iteration 26Q: 3 clusters Score -6619211 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -6619397.500000 Penalty: 5317.581543
	Iteration 27Q: 3 clusters Score -6619398 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -6619556.500000 Penalty: 5317.581543
	Iteration 28Q: 3 clusters Score -6619556 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6619721.000000 Penalty: 5317.581543
	Iteration 29Q: 3 clusters Score -6619721 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6619873.000000 Penalty: 5317.581543
	Iteration 30Q: 3 clusters Score -6619873 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -6619942.500000 Penalty: 5317.581543
	Iteration 31Q: 3 clusters Score -6619942 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -6620003.000000 Penalty: 5317.581543
	Iteration 32Q: 3 clusters Score -6620003 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -6620056.500000 Penalty: 5317.581543
	Iteration 33Q: 3 clusters Score -6620056 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6620127.500000 Penalty: 5317.581543
	Iteration 34Q: 3 clusters Score -6620128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6620153.500000 Penalty: 5317.581543
	Iteration 35Q: 3 clusters Score -6620154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -6620164.000000 Penalty: 5317.581543
	Iteration 36Q: 3 clusters Score -6620164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -6620211.500000 Penalty: 5317.581543
	Iteration 37Q: 3 clusters Score -6620212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -6620258.000000 Penalty: 5317.581543
	Iteration 38Q: 3 clusters Score -6620258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -6620287.500000 Penalty: 5317.581543
	Iteration 39Q: 3 clusters Score -6620288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -6620322.000000 Penalty: 5317.581543
	Iteration 40F: 3 clusters Score -6620322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6620372.000000 Penalty: 5317.581543
	Iteration 41Q: 3 clusters Score -6620372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -6620398.500000 Penalty: 5317.581543
	Iteration 42Q: 3 clusters Score -6620398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -6620447.500000 Penalty: 5317.581543
	Iteration 43Q: 3 clusters Score -6620448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -6620490.000000 Penalty: 5317.581543
	Iteration 44Q: 3 clusters Score -6620490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6620497.000000 Penalty: 5317.581543
	Iteration 45Q: 3 clusters Score -6620497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6620534.000000 Penalty: 5317.581543
	Iteration 46Q: 3 clusters Score -6620534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6620524.500000 Penalty: 5317.581543
	Iteration 47Q: 3 clusters Score -6620524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6620530.500000 Penalty: 5317.581543
	Iteration 48Q: 3 clusters Score -6620530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6620536.000000 Penalty: 5317.581543
	Iteration 49Q: 3 clusters Score -6620536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6620542.000000 Penalty: 5317.581543
	Iteration 50Q: 3 clusters Score -6620542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -6620543.500000 Penalty: 5317.581543
	Iteration 51Q: 3 clusters Score -6620544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -6620542.000000 Penalty: 5317.581543
	Iteration 52Q: 3 clusters Score -6620542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -6620547.500000 Penalty: 5317.581543
	Iteration 53Q: 3 clusters Score -6620548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6620548.500000 Penalty: 5317.581543
	Iteration 54Q: 3 clusters Score -6620548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -6620550.500000 Penalty: 5317.581543
	Iteration 55Q: 3 clusters Score -6620550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -6620539.000000 Penalty: 5317.581543
	Iteration 56Q: 3 clusters Score -6620539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -6620549.000000 Penalty: 5317.581543
	Iteration 57Q: 3 clusters Score -6620549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -6620557.000000 Penalty: 5317.581543
	Iteration 58Q: 3 clusters Score -6620557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6620563.000000 Penalty: 5317.581543
	Iteration 59Q: 3 clusters Score -6620563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6620557.500000 Penalty: 5317.581543
	Iteration 60F: 3 clusters Score -6620558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -6620556.000000 Penalty: 5317.581543
	Iteration 61Q: 3 clusters Score -6620556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6620563.500000 Penalty: 5317.581543
	Iteration 62Q: 3 clusters Score -6620564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -6620560.500000 Penalty: 5317.581543
	Iteration 63Q: 3 clusters Score -6620560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -6620561.500000 Penalty: 5317.581543
	Iteration 64Q: 3 clusters Score -6620562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -6620565.500000 Penalty: 5317.581543
	Iteration 65Q: 3 clusters Score -6620566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -6620572.500000 Penalty: 5317.581543
	Iteration 66Q: 3 clusters Score -6620572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -6620569.500000 Penalty: 5317.581543
	Iteration 67Q: 3 clusters Score -6620570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -6620571.000000 Penalty: 5317.581543
	Iteration 68Q: 3 clusters Score -6620571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -6620571.000000 Penalty: 5317.581543
	Iteration 69Q: 3 clusters Score -6620571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -6620573.000000 Penalty: 5317.581543
	Iteration 70Q: 3 clusters Score -6620573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -6620569.500000 Penalty: 5317.581543
	Iteration 71Q: 3 clusters Score -6620570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -6620571.500000 Penalty: 5317.581543
	Iteration 72Q: 3 clusters Score -6620572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -6620566.500000 Penalty: 5317.581543
	Iteration 73Q: 3 clusters Score -6620566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6620563.500000 Penalty: 5317.581543
	Iteration 74Q: 3 clusters Score -6620564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6620568.500000 Penalty: 5317.581543
	Iteration 75Q: 3 clusters Score -6620568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -6620566.000000 Penalty: 5317.581543
	Iteration 76Q: 3 clusters Score -6620566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6620569.000000 Penalty: 5317.581543
	Iteration 77Q: 3 clusters Score -6620569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -6620567.500000 Penalty: 5317.581543
	Iteration 78Q: 3 clusters Score -6620568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -6620569.500000 Penalty: 5317.581543
	Iteration 79Q: 3 clusters Score -6620570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -6620567.500000 Penalty: 5317.581543
	Iteration 80F: 3 clusters Score -6620568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -960294.437500 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -960294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -954916.000000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -954916 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -956406.437500 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -956406.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -956666.375000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -956666.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -956856.687500 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -956856.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -957046.312500 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -957046.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -957200.875000 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -957200.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -957320.812500 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -957320.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -957432.437500 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -957432.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -957529.625000 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -957529.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -957622.250000 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -957622.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -957706.812500 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -957706.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -957765.375000 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -957765.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -957815.375000 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -957815.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -957867.875000 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -957867.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -957910.000000 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -957910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -957953.562500 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -957953.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -957989.375000 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -957989.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -958021.812500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -958021.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -958056.250000 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -958056.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -958096.375000 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -958096.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -958132.312500 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -958132.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -958170.937500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -958170.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -958209.000000 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -958209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -958243.625000 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -958243.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -958275.312500 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -958275.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -958303.250000 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -958303.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -958330.687500 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -958330.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -958356.687500 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -958356.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -958388.125000 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -958388.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -958419.312500 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -958419.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -958436.437500 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -958436.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -958453.875000 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -958453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -958465.875000 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -958465.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -958473.312500 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -958473.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -958477.687500 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -958477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -958483.125000 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -958483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -958487.750000 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -958487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -958490.500000 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -958490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -958493.812500 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -958493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -958496.812500 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -958496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -958500.750000 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -958500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -958502.312500 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -958502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -958501.750000 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -958501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -958501.750000 Penalty: 4348.054199
	Iteration 43F: 3 clusters Score -958501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Entering Unmasked Estep 
Score: -10490297.000000 Penalty: 2759.838135
	Iteration 0F: 2 clusters Score -1.04903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -10444761.000000 Penalty: 5519.676270
	Iteration 0F: 3 clusters Score -1.044476e+07 nChanged 31851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -10462776.000000 Penalty: 5519.676270
	Iteration 1F: 3 clusters Score -1.046278e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -10463613.000000 Penalty: 5519.676270
	Iteration 2Q: 3 clusters Score -1.046361e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -10465046.000000 Penalty: 5519.676270
	Iteration 3Q: 3 clusters Score -1.046505e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -10467120.000000 Penalty: 5519.676270
	Iteration 4F: 3 clusters Score -1.046712e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -10470321.000000 Penalty: 5519.676270
	Iteration 5F: 3 clusters Score -1.047032e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -10474361.000000 Penalty: 5519.676270
	Iteration 6F: 3 clusters Score -1.047436e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -10478348.000000 Penalty: 5519.676270
	Iteration 7F: 3 clusters Score -1.047835e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -10481371.000000 Penalty: 5519.676270
	Iteration 8F: 3 clusters Score -1.048137e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -10483415.000000 Penalty: 5519.676270
	Iteration 9Q: 3 clusters Score -1.048342e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -10484878.000000 Penalty: 5519.676270
	Iteration 10Q: 3 clusters Score -1.048488e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -10485948.000000 Penalty: 5519.676270
	Iteration 11Q: 3 clusters Score -1.048595e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -10486640.000000 Penalty: 5519.676270
	Iteration 12Q: 3 clusters Score -1.048664e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -10487122.000000 Penalty: 5519.676270
	Iteration 13Q: 3 clusters Score -1.048712e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -10487479.000000 Penalty: 5519.676270
	Iteration 14Q: 3 clusters Score -1.048748e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -10487723.000000 Penalty: 5519.676270
	Iteration 15Q: 3 clusters Score -1.048772e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -10487871.000000 Penalty: 5519.676270
	Iteration 16Q: 3 clusters Score -1.048787e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -10487970.000000 Penalty: 5519.676270
	Iteration 17Q: 3 clusters Score -1.048797e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -10488010.000000 Penalty: 5519.676270
	Iteration 18Q: 3 clusters Score -1.048801e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -10488076.000000 Penalty: 5519.676270
	Iteration 19Q: 3 clusters Score -1.048808e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -10488113.000000 Penalty: 5519.676270
	Iteration 20F: 3 clusters Score -1.048811e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -10488139.000000 Penalty: 5519.676270
	Iteration 21Q: 3 clusters Score -1.048814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -10488161.000000 Penalty: 5519.676270
	Iteration 22Q: 3 clusters Score -1.048816e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -10488185.000000 Penalty: 5519.676270
	Iteration 23Q: 3 clusters Score -1.048818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -10488224.000000 Penalty: 5519.676270
	Iteration 24Q: 3 clusters Score -1.048822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -10488229.000000 Penalty: 5519.676270
	Iteration 25Q: 3 clusters Score -1.048823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -10488233.000000 Penalty: 5519.676270
	Iteration 26Q: 3 clusters Score -1.048823e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -10488244.000000 Penalty: 5519.676270
	Iteration 27Q: 3 clusters Score -1.048824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -10488262.000000 Penalty: 5519.676270
	Iteration 28Q: 3 clusters Score -1.048826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -10488273.000000 Penalty: 5519.676270
	Iteration 29Q: 3 clusters Score -1.048827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -10488276.000000 Penalty: 5519.676270
	Iteration 30Q: 3 clusters Score -1.048828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -10488279.000000 Penalty: 5519.676270
	Iteration 31Q: 3 clusters Score -1.048828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -10488299.000000 Penalty: 5519.676270
	Iteration 32Q: 3 clusters Score -1.04883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -10488312.000000 Penalty: 5519.676270
	Iteration 33Q: 3 clusters Score -1.048831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -10488317.000000 Penalty: 5519.676270
	Iteration 34Q: 3 clusters Score -1.048832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -10488318.000000 Penalty: 5519.676270
	Iteration 35Q: 3 clusters Score -1.048832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -10488330.000000 Penalty: 5519.676270
	Iteration 36Q: 3 clusters Score -1.048833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -10488337.000000 Penalty: 5519.676270
	Iteration 37Q: 3 clusters Score -1.048834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -10488325.000000 Penalty: 5519.676270
	Iteration 38Q: 3 clusters Score -1.048832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -10488333.000000 Penalty: 5519.676270
	Iteration 39Q: 3 clusters Score -1.048833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -10488347.000000 Penalty: 5519.676270
	Iteration 40F: 3 clusters Score -1.048835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -10488353.000000 Penalty: 5519.676270
	Iteration 41Q: 3 clusters Score -1.048835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -10488358.000000 Penalty: 5519.676270
	Iteration 42Q: 3 clusters Score -1.048836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -10488354.000000 Penalty: 5519.676270
	Iteration 43Q: 3 clusters Score -1.048835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -10488369.000000 Penalty: 5519.676270
	Iteration 44Q: 3 clusters Score -1.048837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -10488383.000000 Penalty: 5519.676270
	Iteration 45Q: 3 clusters Score -1.048838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -10488373.000000 Penalty: 5519.676270
	Iteration 46Q: 3 clusters Score -1.048837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -10488380.000000 Penalty: 5519.676270
	Iteration 47Q: 3 clusters Score -1.048838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -10488381.000000 Penalty: 5519.676270
	Iteration 48Q: 3 clusters Score -1.048838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -10488383.000000 Penalty: 5519.676270
	Iteration 49Q: 3 clusters Score -1.048838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -10488394.000000 Penalty: 5519.676270
	Iteration 50Q: 3 clusters Score -1.048839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -10488406.000000 Penalty: 5519.676270
	Iteration 51Q: 3 clusters Score -1.048841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -10488414.000000 Penalty: 5519.676270
	Iteration 52Q: 3 clusters Score -1.048841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -10488412.000000 Penalty: 5519.676270
	Iteration 53Q: 3 clusters Score -1.048841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -10488415.000000 Penalty: 5519.676270
	Iteration 54Q: 3 clusters Score -1.048842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -10488415.000000 Penalty: 5519.676270
	Iteration 55F: 3 clusters Score -1.048842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -93214.023438 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -93214.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91776.843750 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -91776.84 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92394.210938 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -92394.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93010.000000 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -93010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93570.781250 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -93570.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94201.679688 Penalty: 3304.280029
	Iteration 4F: 3 clusters Score -94201.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94784.476562 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -94784.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94844.515625 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -94844.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94864.390625 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -94864.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94871.851562 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -94871.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94875.656250 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -94875.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94888.015625 Penalty: 3304.280029
	Iteration 10F: 3 clusters Score -94888.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94956.125000 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -94956.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95014.796875 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -95014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95034.023438 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -95034.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95035.195312 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -95035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95035.195312 Penalty: 3304.280029
	Iteration 15F: 3 clusters Score -95035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Entering Unmasked Estep 
Score: -120357808.000000 Penalty: 117934.632812
Splitting cluster 6 changes total score from -120356296.000000 to -120357808.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (36748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Entering Unmasked Estep 
Score: -5704011.500000 Penalty: 2606.936035
	Iteration 0F: 2 clusters Score -5704012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5679147.500000 Penalty: 5213.872070
	Iteration 0F: 3 clusters Score -5679148 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5688874.500000 Penalty: 5213.872070
	Iteration 1F: 3 clusters Score -5688874 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5689659.500000 Penalty: 5213.872070
	Iteration 2F: 3 clusters Score -5689660 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5690500.500000 Penalty: 5213.872070
	Iteration 3Q: 3 clusters Score -5690500 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -5691334.500000 Penalty: 5213.872070
	Iteration 4Q: 3 clusters Score -5691334 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5692230.500000 Penalty: 5213.872070
	Iteration 5Q: 3 clusters Score -5692230 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5693197.500000 Penalty: 5213.872070
	Iteration 6F: 3 clusters Score -5693198 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -5694248.000000 Penalty: 5213.872070
	Iteration 7Q: 3 clusters Score -5694248 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5695227.500000 Penalty: 5213.872070
	Iteration 8Q: 3 clusters Score -5695228 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5696167.500000 Penalty: 5213.872070
	Iteration 9Q: 3 clusters Score -5696168 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5697157.000000 Penalty: 5213.872070
	Iteration 10Q: 3 clusters Score -5697157 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5698129.000000 Penalty: 5213.872070
	Iteration 11Q: 3 clusters Score -5698129 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5699205.000000 Penalty: 5213.872070
	Iteration 12Q: 3 clusters Score -5699205 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5700081.500000 Penalty: 5213.872070
	Iteration 13Q: 3 clusters Score -5700082 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5700811.500000 Penalty: 5213.872070
	Iteration 14Q: 3 clusters Score -5700812 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5701317.000000 Penalty: 5213.872070
	Iteration 15Q: 3 clusters Score -5701317 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5701648.500000 Penalty: 5213.872070
	Iteration 16Q: 3 clusters Score -5701648 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5701897.000000 Penalty: 5213.872070
	Iteration 17Q: 3 clusters Score -5701897 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5702068.500000 Penalty: 5213.872070
	Iteration 18Q: 3 clusters Score -5702068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5702208.000000 Penalty: 5213.872070
	Iteration 19Q: 3 clusters Score -5702208 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5702295.500000 Penalty: 5213.872070
	Iteration 20F: 3 clusters Score -5702296 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5702369.000000 Penalty: 5213.872070
	Iteration 21Q: 3 clusters Score -5702369 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5702415.000000 Penalty: 5213.872070
	Iteration 22Q: 3 clusters Score -5702415 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5702443.000000 Penalty: 5213.872070
	Iteration 23Q: 3 clusters Score -5702443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5702491.000000 Penalty: 5213.872070
	Iteration 24Q: 3 clusters Score -5702491 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5702549.500000 Penalty: 5213.872070
	Iteration 25Q: 3 clusters Score -5702550 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -5702601.500000 Penalty: 5213.872070
	Iteration 26Q: 3 clusters Score -5702602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5702635.500000 Penalty: 5213.872070
	Iteration 27Q: 3 clusters Score -5702636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5702659.500000 Penalty: 5213.872070
	Iteration 28Q: 3 clusters Score -5702660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5702686.500000 Penalty: 5213.872070
	Iteration 29Q: 3 clusters Score -5702686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5702716.000000 Penalty: 5213.872070
	Iteration 30Q: 3 clusters Score -5702716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5702731.000000 Penalty: 5213.872070
	Iteration 31Q: 3 clusters Score -5702731 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -5702734.500000 Penalty: 5213.872070
	Iteration 32Q: 3 clusters Score -5702734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -5702741.000000 Penalty: 5213.872070
	Iteration 33Q: 3 clusters Score -5702741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -5702755.500000 Penalty: 5213.872070
	Iteration 34Q: 3 clusters Score -5702756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5702772.000000 Penalty: 5213.872070
	Iteration 35Q: 3 clusters Score -5702772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5702792.500000 Penalty: 5213.872070
	Iteration 36Q: 3 clusters Score -5702792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5702818.000000 Penalty: 5213.872070
	Iteration 37Q: 3 clusters Score -5702818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5702822.500000 Penalty: 5213.872070
	Iteration 38Q: 3 clusters Score -5702822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -5702815.500000 Penalty: 5213.872070
	Iteration 39Q: 3 clusters Score -5702816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -5702834.000000 Penalty: 5213.872070
	Iteration 40F: 3 clusters Score -5702834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5702853.500000 Penalty: 5213.872070
	Iteration 41Q: 3 clusters Score -5702854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5702859.500000 Penalty: 5213.872070
	Iteration 42Q: 3 clusters Score -5702860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -5702863.500000 Penalty: 5213.872070
	Iteration 43Q: 3 clusters Score -5702864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -5702866.500000 Penalty: 5213.872070
	Iteration 44Q: 3 clusters Score -5702866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -5702871.000000 Penalty: 5213.872070
	Iteration 45Q: 3 clusters Score -5702871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5702869.500000 Penalty: 5213.872070
	Iteration 46Q: 3 clusters Score -5702870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -5702876.000000 Penalty: 5213.872070
	Iteration 47Q: 3 clusters Score -5702876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5702874.500000 Penalty: 5213.872070
	Iteration 48Q: 3 clusters Score -5702874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5702876.000000 Penalty: 5213.872070
	Iteration 49Q: 3 clusters Score -5702876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5702876.000000 Penalty: 5213.872070
	Iteration 50Q: 3 clusters Score -5702876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -5702882.000000 Penalty: 5213.872070
	Iteration 51Q: 3 clusters Score -5702882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5702875.500000 Penalty: 5213.872070
	Iteration 52Q: 3 clusters Score -5702876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -5702880.500000 Penalty: 5213.872070
	Iteration 53Q: 3 clusters Score -5702880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5702884.000000 Penalty: 5213.872070
	Iteration 54Q: 3 clusters Score -5702884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -5702890.500000 Penalty: 5213.872070
	Iteration 55Q: 3 clusters Score -5702890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -5702891.500000 Penalty: 5213.872070
	Iteration 56Q: 3 clusters Score -5702892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -5702882.500000 Penalty: 5213.872070
	Iteration 57Q: 3 clusters Score -5702882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -5702882.000000 Penalty: 5213.872070
	Iteration 58Q: 3 clusters Score -5702882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -5702880.500000 Penalty: 5213.872070
	Iteration 59Q: 3 clusters Score -5702880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -5702877.000000 Penalty: 5213.872070
	Iteration 60F: 3 clusters Score -5702877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5702879.000000 Penalty: 5213.872070
	Iteration 61Q: 3 clusters Score -5702879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5702879.000000 Penalty: 5213.872070
	Iteration 62F: 3 clusters Score -5702879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Entering Unmasked Estep 
Score: -7426327.000000 Penalty: 2670.991211
	Iteration 0F: 2 clusters Score -7426327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7394128.500000 Penalty: 5341.982422
	Iteration 0F: 3 clusters Score -7394128 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7406645.500000 Penalty: 5341.982422
	Iteration 1F: 3 clusters Score -7406646 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -7407511.500000 Penalty: 5341.982422
	Iteration 2Q: 3 clusters Score -7407512 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7408743.500000 Penalty: 5341.982422
	Iteration 3F: 3 clusters Score -7408744 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -7410229.500000 Penalty: 5341.982422
	Iteration 4F: 3 clusters Score -7410230 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7411915.500000 Penalty: 5341.982422
	Iteration 5F: 3 clusters Score -7411916 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -7413494.500000 Penalty: 5341.982422
	Iteration 6F: 3 clusters Score -7413494 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -7414616.000000 Penalty: 5341.982422
	Iteration 7F: 3 clusters Score -7414616 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7415418.500000 Penalty: 5341.982422
	Iteration 8Q: 3 clusters Score -7415418 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -7415894.000000 Penalty: 5341.982422
	Iteration 9Q: 3 clusters Score -7415894 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7416159.000000 Penalty: 5341.982422
	Iteration 10Q: 3 clusters Score -7416159 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -7416348.500000 Penalty: 5341.982422
	Iteration 11Q: 3 clusters Score -7416348 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -7416492.000000 Penalty: 5341.982422
	Iteration 12Q: 3 clusters Score -7416492 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7416573.500000 Penalty: 5341.982422
	Iteration 13Q: 3 clusters Score -7416574 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -7416673.000000 Penalty: 5341.982422
	Iteration 14Q: 3 clusters Score -7416673 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -7416866.000000 Penalty: 5341.982422
	Iteration 15Q: 3 clusters Score -7416866 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -7417103.500000 Penalty: 5341.982422
	Iteration 16Q: 3 clusters Score -7417104 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -7417372.000000 Penalty: 5341.982422
	Iteration 17Q: 3 clusters Score -7417372 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -7417741.500000 Penalty: 5341.982422
	Iteration 18Q: 3 clusters Score -7417742 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -7418244.500000 Penalty: 5341.982422
	Iteration 19Q: 3 clusters Score -7418244 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7418973.000000 Penalty: 5341.982422
	Iteration 20F: 3 clusters Score -7418973 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -7419806.500000 Penalty: 5341.982422
	Iteration 21Q: 3 clusters Score -7419806 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -7420644.000000 Penalty: 5341.982422
	Iteration 22Q: 3 clusters Score -7420644 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -7421464.000000 Penalty: 5341.982422
	Iteration 23Q: 3 clusters Score -7421464 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7422223.000000 Penalty: 5341.982422
	Iteration 24Q: 3 clusters Score -7422223 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7422765.000000 Penalty: 5341.982422
	Iteration 25Q: 3 clusters Score -7422765 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7423177.000000 Penalty: 5341.982422
	Iteration 26Q: 3 clusters Score -7423177 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7423493.500000 Penalty: 5341.982422
	Iteration 27Q: 3 clusters Score -7423494 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7423744.500000 Penalty: 5341.982422
	Iteration 28Q: 3 clusters Score -7423744 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7423902.500000 Penalty: 5341.982422
	Iteration 29Q: 3 clusters Score -7423902 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7424006.500000 Penalty: 5341.982422
	Iteration 30Q: 3 clusters Score -7424006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7424076.000000 Penalty: 5341.982422
	Iteration 31Q: 3 clusters Score -7424076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7424137.000000 Penalty: 5341.982422
	Iteration 32Q: 3 clusters Score -7424137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7424182.000000 Penalty: 5341.982422
	Iteration 33Q: 3 clusters Score -7424182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7424258.000000 Penalty: 5341.982422
	Iteration 34Q: 3 clusters Score -7424258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7424299.500000 Penalty: 5341.982422
	Iteration 35Q: 3 clusters Score -7424300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7424325.500000 Penalty: 5341.982422
	Iteration 36Q: 3 clusters Score -7424326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7424351.000000 Penalty: 5341.982422
	Iteration 37Q: 3 clusters Score -7424351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7424387.500000 Penalty: 5341.982422
	Iteration 38Q: 3 clusters Score -7424388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7424399.000000 Penalty: 5341.982422
	Iteration 39Q: 3 clusters Score -7424399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7424419.000000 Penalty: 5341.982422
	Iteration 40F: 3 clusters Score -7424419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7424438.000000 Penalty: 5341.982422
	Iteration 41Q: 3 clusters Score -7424438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7424441.500000 Penalty: 5341.982422
	Iteration 42Q: 3 clusters Score -7424442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7424459.500000 Penalty: 5341.982422
	Iteration 43Q: 3 clusters Score -7424460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7424453.000000 Penalty: 5341.982422
	Iteration 44Q: 3 clusters Score -7424453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7424454.500000 Penalty: 5341.982422
	Iteration 45Q: 3 clusters Score -7424454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7424462.000000 Penalty: 5341.982422
	Iteration 46Q: 3 clusters Score -7424462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7424484.000000 Penalty: 5341.982422
	Iteration 47Q: 3 clusters Score -7424484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7424486.000000 Penalty: 5341.982422
	Iteration 48Q: 3 clusters Score -7424486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7424476.000000 Penalty: 5341.982422
	Iteration 49Q: 3 clusters Score -7424476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7424486.500000 Penalty: 5341.982422
	Iteration 50Q: 3 clusters Score -7424486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7424488.500000 Penalty: 5341.982422
	Iteration 51Q: 3 clusters Score -7424488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7424478.500000 Penalty: 5341.982422
	Iteration 52Q: 3 clusters Score -7424478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7424480.500000 Penalty: 5341.982422
	Iteration 53Q: 3 clusters Score -7424480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7424480.500000 Penalty: 5341.982422
	Iteration 54F: 3 clusters Score -7424480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Entering Unmasked Estep 
Score: -604944.312500 Penalty: 2069.790771
	Iteration 0F: 2 clusters Score -604944.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -601003.687500 Penalty: 4139.581543
	Iteration 0F: 3 clusters Score -601003.7 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -602920.125000 Penalty: 4139.581543
	Iteration 1F: 3 clusters Score -602920.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -604630.562500 Penalty: 4139.581543
	Iteration 2F: 3 clusters Score -604630.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -605592.500000 Penalty: 4139.581543
	Iteration 3F: 3 clusters Score -605592.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -605928.562500 Penalty: 4139.581543
	Iteration 4F: 3 clusters Score -605928.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -606101.562500 Penalty: 4139.581543
	Iteration 5Q: 3 clusters Score -606101.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -606188.500000 Penalty: 4139.581543
	Iteration 6Q: 3 clusters Score -606188.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -606250.625000 Penalty: 4139.581543
	Iteration 7Q: 3 clusters Score -606250.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -606296.875000 Penalty: 4139.581543
	Iteration 8Q: 3 clusters Score -606296.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -606341.937500 Penalty: 4139.581543
	Iteration 9Q: 3 clusters Score -606341.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -606386.125000 Penalty: 4139.581543
	Iteration 10Q: 3 clusters Score -606386.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -606427.312500 Penalty: 4139.581543
	Iteration 11Q: 3 clusters Score -606427.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -606465.125000 Penalty: 4139.581543
	Iteration 12Q: 3 clusters Score -606465.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -606499.687500 Penalty: 4139.581543
	Iteration 13Q: 3 clusters Score -606499.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -606534.312500 Penalty: 4139.581543
	Iteration 14Q: 3 clusters Score -606534.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -606568.812500 Penalty: 4139.581543
	Iteration 15Q: 3 clusters Score -606568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -606593.687500 Penalty: 4139.581543
	Iteration 16Q: 3 clusters Score -606593.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -606618.437500 Penalty: 4139.581543
	Iteration 17Q: 3 clusters Score -606618.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -606630.250000 Penalty: 4139.581543
	Iteration 18Q: 3 clusters Score -606630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -606636.812500 Penalty: 4139.581543
	Iteration 19Q: 3 clusters Score -606636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -606641.125000 Penalty: 4139.581543
	Iteration 20F: 3 clusters Score -606641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -606645.875000 Penalty: 4139.581543
	Iteration 21Q: 3 clusters Score -606645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -606650.125000 Penalty: 4139.581543
	Iteration 22Q: 3 clusters Score -606650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -606652.062500 Penalty: 4139.581543
	Iteration 23Q: 3 clusters Score -606652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -606654.937500 Penalty: 4139.581543
	Iteration 24Q: 3 clusters Score -606654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -606657.437500 Penalty: 4139.581543
	Iteration 25Q: 3 clusters Score -606657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -606660.125000 Penalty: 4139.581543
	Iteration 26Q: 3 clusters Score -606660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -606661.375000 Penalty: 4139.581543
	Iteration 27Q: 3 clusters Score -606661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -606663.312500 Penalty: 4139.581543
	Iteration 28Q: 3 clusters Score -606663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -606663.875000 Penalty: 4139.581543
	Iteration 29Q: 3 clusters Score -606663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -606663.562500 Penalty: 4139.581543
	Iteration 30Q: 3 clusters Score -606663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -606664.000000 Penalty: 4139.581543
	Iteration 31Q: 3 clusters Score -606664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -606664.000000 Penalty: 4139.581543
	Iteration 32F: 3 clusters Score -606664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Entering Unmasked Estep 
Score: -120358712.000000 Penalty: 121304.187500
Splitting cluster 9 changes total score from -120356296.000000 to -120358712.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2734232.250000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -2734232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2721554.750000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -2721555 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2725792.750000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -2725793 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2726255.500000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -2726256 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2726590.000000 Penalty: 4847.397949
	Iteration 3F: 3 clusters Score -2726590 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2726869.000000 Penalty: 4847.397949
	Iteration 4Q: 3 clusters Score -2726869 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2727101.000000 Penalty: 4847.397949
	Iteration 5Q: 3 clusters Score -2727101 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2727336.000000 Penalty: 4847.397949
	Iteration 6Q: 3 clusters Score -2727336 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2727558.250000 Penalty: 4847.397949
	Iteration 7Q: 3 clusters Score -2727558 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2727786.750000 Penalty: 4847.397949
	Iteration 8Q: 3 clusters Score -2727787 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2728049.000000 Penalty: 4847.397949
	Iteration 9Q: 3 clusters Score -2728049 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2728424.250000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -2728424 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2728875.000000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -2728875 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2729414.750000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -2729415 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2729991.500000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -2729992 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2730538.750000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -2730539 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2731042.750000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -2731043 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2731390.750000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -2731391 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2731654.750000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -2731655 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2731827.750000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -2731828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2731977.000000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -2731977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2732057.500000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -2732058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2732115.000000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -2732115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2732168.750000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -2732169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2732203.500000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -2732204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2732236.250000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -2732236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2732251.750000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -2732252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2732259.500000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -2732260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2732261.250000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -2732261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2732263.750000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -2732264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2732268.250000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -2732268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2732274.000000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -2732274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2732279.000000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -2732279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2732279.250000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -2732279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2732281.000000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -2732281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2732287.000000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -2732287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2732291.000000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -2732291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2732291.500000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -2732292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2732291.250000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -2732291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2732291.250000 Penalty: 4847.397949
	Iteration 38F: 3 clusters Score -2732291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Entering Unmasked Estep 
Score: -3612888.500000 Penalty: 2494.184570
	Iteration 0F: 2 clusters Score -3612888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3596687.000000 Penalty: 4988.369141
	Iteration 0F: 3 clusters Score -3596687 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3602460.750000 Penalty: 4988.369141
	Iteration 1F: 3 clusters Score -3602461 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3603042.250000 Penalty: 4988.369141
	Iteration 2F: 3 clusters Score -3603042 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3603562.750000 Penalty: 4988.369141
	Iteration 3F: 3 clusters Score -3603563 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3604056.750000 Penalty: 4988.369141
	Iteration 4Q: 3 clusters Score -3604057 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3604633.250000 Penalty: 4988.369141
	Iteration 5Q: 3 clusters Score -3604633 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3605295.250000 Penalty: 4988.369141
	Iteration 6Q: 3 clusters Score -3605295 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3605986.500000 Penalty: 4988.369141
	Iteration 7F: 3 clusters Score -3605986 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3606597.250000 Penalty: 4988.369141
	Iteration 8Q: 3 clusters Score -3606597 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3607153.000000 Penalty: 4988.369141
	Iteration 9Q: 3 clusters Score -3607153 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3607651.750000 Penalty: 4988.369141
	Iteration 10Q: 3 clusters Score -3607652 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3608065.500000 Penalty: 4988.369141
	Iteration 11Q: 3 clusters Score -3608066 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3608355.500000 Penalty: 4988.369141
	Iteration 12Q: 3 clusters Score -3608356 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3608590.000000 Penalty: 4988.369141
	Iteration 13Q: 3 clusters Score -3608590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3608781.250000 Penalty: 4988.369141
	Iteration 14Q: 3 clusters Score -3608781 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3608922.750000 Penalty: 4988.369141
	Iteration 15Q: 3 clusters Score -3608923 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3609049.500000 Penalty: 4988.369141
	Iteration 16Q: 3 clusters Score -3609050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3609133.500000 Penalty: 4988.369141
	Iteration 17Q: 3 clusters Score -3609134 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3609236.500000 Penalty: 4988.369141
	Iteration 18Q: 3 clusters Score -3609236 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3609316.250000 Penalty: 4988.369141
	Iteration 19Q: 3 clusters Score -3609316 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3609394.750000 Penalty: 4988.369141
	Iteration 20F: 3 clusters Score -3609395 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3609498.000000 Penalty: 4988.369141
	Iteration 21Q: 3 clusters Score -3609498 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3609583.250000 Penalty: 4988.369141
	Iteration 22Q: 3 clusters Score -3609583 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3609664.250000 Penalty: 4988.369141
	Iteration 23Q: 3 clusters Score -3609664 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3609767.750000 Penalty: 4988.369141
	Iteration 24Q: 3 clusters Score -3609768 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3609875.500000 Penalty: 4988.369141
	Iteration 25Q: 3 clusters Score -3609876 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3609978.000000 Penalty: 4988.369141
	Iteration 26Q: 3 clusters Score -3609978 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3610091.750000 Penalty: 4988.369141
	Iteration 27Q: 3 clusters Score -3610092 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3610229.250000 Penalty: 4988.369141
	Iteration 28Q: 3 clusters Score -3610229 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3610353.750000 Penalty: 4988.369141
	Iteration 29Q: 3 clusters Score -3610354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3610496.000000 Penalty: 4988.369141
	Iteration 30Q: 3 clusters Score -3610496 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3610676.500000 Penalty: 4988.369141
	Iteration 31Q: 3 clusters Score -3610676 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3610879.750000 Penalty: 4988.369141
	Iteration 32Q: 3 clusters Score -3610880 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3611156.500000 Penalty: 4988.369141
	Iteration 33Q: 3 clusters Score -3611156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3611404.250000 Penalty: 4988.369141
	Iteration 34Q: 3 clusters Score -3611404 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3611667.250000 Penalty: 4988.369141
	Iteration 35Q: 3 clusters Score -3611667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3611824.000000 Penalty: 4988.369141
	Iteration 36Q: 3 clusters Score -3611824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3611928.500000 Penalty: 4988.369141
	Iteration 37Q: 3 clusters Score -3611928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3611981.250000 Penalty: 4988.369141
	Iteration 38Q: 3 clusters Score -3611981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3611992.000000 Penalty: 4988.369141
	Iteration 39Q: 3 clusters Score -3611992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3612007.250000 Penalty: 4988.369141
	Iteration 40F: 3 clusters Score -3612007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3612004.500000 Penalty: 4988.369141
	Iteration 41Q: 3 clusters Score -3612004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3612014.500000 Penalty: 4988.369141
	Iteration 42Q: 3 clusters Score -3612014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3612025.750000 Penalty: 4988.369141
	Iteration 43Q: 3 clusters Score -3612026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3612024.000000 Penalty: 4988.369141
	Iteration 44Q: 3 clusters Score -3612024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3612020.750000 Penalty: 4988.369141
	Iteration 45Q: 3 clusters Score -3612021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3612023.250000 Penalty: 4988.369141
	Iteration 46Q: 3 clusters Score -3612023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3612019.750000 Penalty: 4988.369141
	Iteration 47Q: 3 clusters Score -3612020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3612015.750000 Penalty: 4988.369141
	Iteration 48Q: 3 clusters Score -3612016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3612020.500000 Penalty: 4988.369141
	Iteration 49Q: 3 clusters Score -3612020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3612027.500000 Penalty: 4988.369141
	Iteration 50Q: 3 clusters Score -3612028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3612027.750000 Penalty: 4988.369141
	Iteration 51Q: 3 clusters Score -3612028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3612032.000000 Penalty: 4988.369141
	Iteration 52Q: 3 clusters Score -3612032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3612032.000000 Penalty: 4988.369141
	Iteration 53F: 3 clusters Score -3612032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -186684.968750 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -186685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -184715.828125 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -184715.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185841.656250 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -185841.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186809.593750 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -186809.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187230.921875 Penalty: 3545.579590
	Iteration 3F: 3 clusters Score -187230.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187396.390625 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -187396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -187463.718750 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -187463.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187512.421875 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -187512.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187547.265625 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -187547.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187587.765625 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -187587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -187633.609375 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -187633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187685.781250 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -187685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187707.281250 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -187707.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187717.343750 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -187717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -187723.265625 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -187723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187724.093750 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -187724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -187724.093750 Penalty: 3545.579590
	Iteration 15F: 3 clusters Score -187724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Entering Unmasked Estep 
Score: -120358560.000000 Penalty: 124673.750000
Splitting cluster 12 changes total score from -120356296.000000 to -120358560.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (43569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Entering Unmasked Estep 
Score: -6779743.000000 Penalty: 2649.161133
	Iteration 0F: 2 clusters Score -6779743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -6750505.500000 Penalty: 5298.322266
	Iteration 0F: 3 clusters Score -6750506 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -6761260.500000 Penalty: 5298.322266
	Iteration 1F: 3 clusters Score -6761260 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6762005.000000 Penalty: 5298.322266
	Iteration 2Q: 3 clusters Score -6762005 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6762902.000000 Penalty: 5298.322266
	Iteration 3F: 3 clusters Score -6762902 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6764000.000000 Penalty: 5298.322266
	Iteration 4F: 3 clusters Score -6764000 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6765105.500000 Penalty: 5298.322266
	Iteration 5F: 3 clusters Score -6765106 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -6766472.000000 Penalty: 5298.322266
	Iteration 6F: 3 clusters Score -6766472 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6767722.500000 Penalty: 5298.322266
	Iteration 7F: 3 clusters Score -6767722 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6769002.000000 Penalty: 5298.322266
	Iteration 8F: 3 clusters Score -6769002 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6770164.500000 Penalty: 5298.322266
	Iteration 9F: 3 clusters Score -6770164 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6771228.500000 Penalty: 5298.322266
	Iteration 10Q: 3 clusters Score -6771228 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -6772270.500000 Penalty: 5298.322266
	Iteration 11Q: 3 clusters Score -6772270 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -6773298.500000 Penalty: 5298.322266
	Iteration 12Q: 3 clusters Score -6773298 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -6774238.000000 Penalty: 5298.322266
	Iteration 13Q: 3 clusters Score -6774238 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6775095.500000 Penalty: 5298.322266
	Iteration 14Q: 3 clusters Score -6775096 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -6775817.500000 Penalty: 5298.322266
	Iteration 15Q: 3 clusters Score -6775818 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6776348.500000 Penalty: 5298.322266
	Iteration 16Q: 3 clusters Score -6776348 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -6776736.000000 Penalty: 5298.322266
	Iteration 17Q: 3 clusters Score -6776736 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6776996.000000 Penalty: 5298.322266
	Iteration 18Q: 3 clusters Score -6776996 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6777153.000000 Penalty: 5298.322266
	Iteration 19Q: 3 clusters Score -6777153 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -6777289.500000 Penalty: 5298.322266
	Iteration 20F: 3 clusters Score -6777290 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6777362.500000 Penalty: 5298.322266
	Iteration 21Q: 3 clusters Score -6777362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6777425.500000 Penalty: 5298.322266
	Iteration 22Q: 3 clusters Score -6777426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6777470.500000 Penalty: 5298.322266
	Iteration 23Q: 3 clusters Score -6777470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -6777493.000000 Penalty: 5298.322266
	Iteration 24Q: 3 clusters Score -6777493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -6777524.000000 Penalty: 5298.322266
	Iteration 25Q: 3 clusters Score -6777524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -6777554.500000 Penalty: 5298.322266
	Iteration 26Q: 3 clusters Score -6777554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6777582.000000 Penalty: 5298.322266
	Iteration 27Q: 3 clusters Score -6777582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -6777601.500000 Penalty: 5298.322266
	Iteration 28Q: 3 clusters Score -6777602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6777612.000000 Penalty: 5298.322266
	Iteration 29Q: 3 clusters Score -6777612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6777623.500000 Penalty: 5298.322266
	Iteration 30Q: 3 clusters Score -6777624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -6777629.500000 Penalty: 5298.322266
	Iteration 31Q: 3 clusters Score -6777630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6777635.000000 Penalty: 5298.322266
	Iteration 32Q: 3 clusters Score -6777635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6777636.500000 Penalty: 5298.322266
	Iteration 33Q: 3 clusters Score -6777636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6777633.000000 Penalty: 5298.322266
	Iteration 34Q: 3 clusters Score -6777633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6777642.000000 Penalty: 5298.322266
	Iteration 35Q: 3 clusters Score -6777642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6777646.000000 Penalty: 5298.322266
	Iteration 36Q: 3 clusters Score -6777646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -6777644.000000 Penalty: 5298.322266
	Iteration 37Q: 3 clusters Score -6777644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -6777647.000000 Penalty: 5298.322266
	Iteration 38Q: 3 clusters Score -6777647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -6777648.000000 Penalty: 5298.322266
	Iteration 39Q: 3 clusters Score -6777648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -6777648.500000 Penalty: 5298.322266
	Iteration 40F: 3 clusters Score -6777648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -6777655.000000 Penalty: 5298.322266
	Iteration 41Q: 3 clusters Score -6777655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -6777664.000000 Penalty: 5298.322266
	Iteration 42Q: 3 clusters Score -6777664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6777672.000000 Penalty: 5298.322266
	Iteration 43Q: 3 clusters Score -6777672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -6777669.500000 Penalty: 5298.322266
	Iteration 44Q: 3 clusters Score -6777670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6777667.000000 Penalty: 5298.322266
	Iteration 45Q: 3 clusters Score -6777667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -6777671.500000 Penalty: 5298.322266
	Iteration 46Q: 3 clusters Score -6777672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -6777679.500000 Penalty: 5298.322266
	Iteration 47Q: 3 clusters Score -6777680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -6777679.000000 Penalty: 5298.322266
	Iteration 48Q: 3 clusters Score -6777679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6777682.000000 Penalty: 5298.322266
	Iteration 49Q: 3 clusters Score -6777682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6777681.000000 Penalty: 5298.322266
	Iteration 50Q: 3 clusters Score -6777681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6777681.000000 Penalty: 5298.322266
	Iteration 51F: 3 clusters Score -6777681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Entering Unmasked Estep 
Score: -8503505.000000 Penalty: 2702.808838
	Iteration 0F: 2 clusters Score -8503505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -8467388.000000 Penalty: 5405.617676
	Iteration 0F: 3 clusters Score -8467388 nChanged 24977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -8481500.000000 Penalty: 5405.617676
	Iteration 1F: 3 clusters Score -8481500 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8482423.000000 Penalty: 5405.617676
	Iteration 2Q: 3 clusters Score -8482423 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -8483490.000000 Penalty: 5405.617676
	Iteration 3Q: 3 clusters Score -8483490 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -8484871.000000 Penalty: 5405.617676
	Iteration 4Q: 3 clusters Score -8484871 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -8486743.000000 Penalty: 5405.617676
	Iteration 5F: 3 clusters Score -8486743 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -8489175.000000 Penalty: 5405.617676
	Iteration 6F: 3 clusters Score -8489175 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -8492139.000000 Penalty: 5405.617676
	Iteration 7F: 3 clusters Score -8492139 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -8495085.000000 Penalty: 5405.617676
	Iteration 8F: 3 clusters Score -8495085 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8497519.000000 Penalty: 5405.617676
	Iteration 9F: 3 clusters Score -8497519 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8499216.000000 Penalty: 5405.617676
	Iteration 10Q: 3 clusters Score -8499216 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8500154.000000 Penalty: 5405.617676
	Iteration 11Q: 3 clusters Score -8500154 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8500681.000000 Penalty: 5405.617676
	Iteration 12Q: 3 clusters Score -8500681 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8500982.000000 Penalty: 5405.617676
	Iteration 13Q: 3 clusters Score -8500982 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8501141.000000 Penalty: 5405.617676
	Iteration 14Q: 3 clusters Score -8501141 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8501233.000000 Penalty: 5405.617676
	Iteration 15Q: 3 clusters Score -8501233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8501298.000000 Penalty: 5405.617676
	Iteration 16Q: 3 clusters Score -8501298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8501361.000000 Penalty: 5405.617676
	Iteration 17Q: 3 clusters Score -8501361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8501398.000000 Penalty: 5405.617676
	Iteration 18Q: 3 clusters Score -8501398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8501427.000000 Penalty: 5405.617676
	Iteration 19Q: 3 clusters Score -8501427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8501435.000000 Penalty: 5405.617676
	Iteration 20F: 3 clusters Score -8501435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8501451.000000 Penalty: 5405.617676
	Iteration 21Q: 3 clusters Score -8501451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8501464.000000 Penalty: 5405.617676
	Iteration 22Q: 3 clusters Score -8501464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8501463.000000 Penalty: 5405.617676
	Iteration 23Q: 3 clusters Score -8501463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8501465.000000 Penalty: 5405.617676
	Iteration 24Q: 3 clusters Score -8501465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8501477.000000 Penalty: 5405.617676
	Iteration 25Q: 3 clusters Score -8501477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8501485.000000 Penalty: 5405.617676
	Iteration 26Q: 3 clusters Score -8501485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8501478.000000 Penalty: 5405.617676
	Iteration 27Q: 3 clusters Score -8501478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8501484.000000 Penalty: 5405.617676
	Iteration 28Q: 3 clusters Score -8501484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8501490.000000 Penalty: 5405.617676
	Iteration 29Q: 3 clusters Score -8501490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8501489.000000 Penalty: 5405.617676
	Iteration 30Q: 3 clusters Score -8501489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8501488.000000 Penalty: 5405.617676
	Iteration 31Q: 3 clusters Score -8501488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8501488.000000 Penalty: 5405.617676
	Iteration 32Q: 3 clusters Score -8501488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8501483.000000 Penalty: 5405.617676
	Iteration 33Q: 3 clusters Score -8501483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8501486.000000 Penalty: 5405.617676
	Iteration 34Q: 3 clusters Score -8501486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8501481.000000 Penalty: 5405.617676
	Iteration 35Q: 3 clusters Score -8501481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8501494.000000 Penalty: 5405.617676
	Iteration 36Q: 3 clusters Score -8501494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8501496.000000 Penalty: 5405.617676
	Iteration 37Q: 3 clusters Score -8501496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8501506.000000 Penalty: 5405.617676
	Iteration 38Q: 3 clusters Score -8501506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8501506.000000 Penalty: 5405.617676
	Iteration 39Q: 3 clusters Score -8501506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8501508.000000 Penalty: 5405.617676
	Iteration 40F: 3 clusters Score -8501508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8501504.000000 Penalty: 5405.617676
	Iteration 41Q: 3 clusters Score -8501504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8501505.000000 Penalty: 5405.617676
	Iteration 42Q: 3 clusters Score -8501505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8501506.000000 Penalty: 5405.617676
	Iteration 43Q: 3 clusters Score -8501506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8501507.000000 Penalty: 5405.617676
	Iteration 44Q: 3 clusters Score -8501507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8501505.000000 Penalty: 5405.617676
	Iteration 45Q: 3 clusters Score -8501505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8501508.000000 Penalty: 5405.617676
	Iteration 46Q: 3 clusters Score -8501508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8501517.000000 Penalty: 5405.617676
	Iteration 47Q: 3 clusters Score -8501517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8501515.000000 Penalty: 5405.617676
	Iteration 48Q: 3 clusters Score -8501515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8501515.000000 Penalty: 5405.617676
	Iteration 49F: 3 clusters Score -8501515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -239437.765625 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -239437.8 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 846 members 
Entering Unmasked Estep 
Score: -237140.062500 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -237140.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -237699.312500 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -237699.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237899.296875 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -237899.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238030.890625 Penalty: 3659.058350
	Iteration 3Q: 3 clusters Score -238030.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -238140.531250 Penalty: 3659.058350
	Iteration 4Q: 3 clusters Score -238140.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -238211.515625 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -238211.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -238253.031250 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -238253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -238306.343750 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -238306.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -238341.484375 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -238341.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -238362.953125 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -238363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -238387.187500 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -238387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238409.359375 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -238409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -238430.546875 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -238430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238450.828125 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -238450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238465.296875 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -238465.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238473.890625 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -238473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -238475.734375 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -238475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -238479.656250 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -238479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -238481.796875 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -238481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -238483.781250 Penalty: 3659.058350
	Iteration 19Q: 3 clusters Score -238483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -238484.937500 Penalty: 3659.058350
	Iteration 20F: 3 clusters Score -238484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -238484.921875 Penalty: 3659.058350
	Iteration 21Q: 3 clusters Score -238484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -238484.921875 Penalty: 3659.058350
	Iteration 22F: 3 clusters Score -238484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -976403.187500 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -976403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -970927.250000 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -970927.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -972460.500000 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -972460.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -972828.125000 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -972828.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -973105.687500 Penalty: 4361.330566
	Iteration 3F: 3 clusters Score -973105.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -973331.125000 Penalty: 4361.330566
	Iteration 4Q: 3 clusters Score -973331.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -973570.562500 Penalty: 4361.330566
	Iteration 5Q: 3 clusters Score -973570.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -973793.437500 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -973793.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -974004.875000 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -974004.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -974205.437500 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -974205.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -974412.437500 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -974412.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -974624.500000 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -974624.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -974783.687500 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -974783.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -974957.375000 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -974957.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -975120.437500 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -975120.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -975294.500000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -975294.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -975484.812500 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -975484.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -975637.250000 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -975637.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -975779.250000 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -975779.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -975907.125000 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -975907.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -976045.125000 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -976045.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -976185.625000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -976185.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -976312.687500 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -976312.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -976447.375000 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -976447.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -976555.125000 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -976555.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -976619.812500 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -976619.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -976683.687500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -976683.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -976735.875000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -976735.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -976752.187500 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -976752.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -976772.437500 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -976772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -976783.375000 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -976783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -976784.375000 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -976784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -976792.187500 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -976792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -976795.687500 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -976795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -976798.937500 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -976798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -976801.750000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -976801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -976803.562500 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -976803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -976802.312500 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -976802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -976802.875000 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -976802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -976802.875000 Penalty: 4361.330566
	Iteration 38F: 3 clusters Score -976802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 42255 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 4967 members 
Entering Unmasked Estep 
Score: -120357896.000000 Penalty: 128043.312500
Splitting cluster 16 changes total score from -120356296.000000 to -120357896.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (42255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Entering Unmasked Estep 
Score: -6546051.000000 Penalty: 2641.566406
	Iteration 0F: 2 clusters Score -6546051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -6517509.500000 Penalty: 5283.132812
	Iteration 0F: 3 clusters Score -6517510 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6528431.500000 Penalty: 5283.132812
	Iteration 1F: 3 clusters Score -6528432 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6529706.000000 Penalty: 5283.132812
	Iteration 2F: 3 clusters Score -6529706 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6531812.000000 Penalty: 5283.132812
	Iteration 3F: 3 clusters Score -6531812 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -6534091.500000 Penalty: 5283.132812
	Iteration 4F: 3 clusters Score -6534092 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6536510.500000 Penalty: 5283.132812
	Iteration 5F: 3 clusters Score -6536510 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -6538796.500000 Penalty: 5283.132812
	Iteration 6F: 3 clusters Score -6538796 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -6540825.500000 Penalty: 5283.132812
	Iteration 7F: 3 clusters Score -6540826 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -6542560.000000 Penalty: 5283.132812
	Iteration 8Q: 3 clusters Score -6542560 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6543923.500000 Penalty: 5283.132812
	Iteration 9Q: 3 clusters Score -6543924 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6544883.000000 Penalty: 5283.132812
	Iteration 10Q: 3 clusters Score -6544883 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -6545499.500000 Penalty: 5283.132812
	Iteration 11Q: 3 clusters Score -6545500 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6545865.500000 Penalty: 5283.132812
	Iteration 12Q: 3 clusters Score -6545866 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -6546169.500000 Penalty: 5283.132812
	Iteration 13Q: 3 clusters Score -6546170 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -6546401.500000 Penalty: 5283.132812
	Iteration 14Q: 3 clusters Score -6546402 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -6546538.000000 Penalty: 5283.132812
	Iteration 15Q: 3 clusters Score -6546538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -6546690.000000 Penalty: 5283.132812
	Iteration 16Q: 3 clusters Score -6546690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -6546775.000000 Penalty: 5283.132812
	Iteration 17Q: 3 clusters Score -6546775 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -6546847.000000 Penalty: 5283.132812
	Iteration 18Q: 3 clusters Score -6546847 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -6546914.000000 Penalty: 5283.132812
	Iteration 19Q: 3 clusters Score -6546914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -6546941.000000 Penalty: 5283.132812
	Iteration 20F: 3 clusters Score -6546941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6546984.500000 Penalty: 5283.132812
	Iteration 21Q: 3 clusters Score -6546984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6547022.000000 Penalty: 5283.132812
	Iteration 22Q: 3 clusters Score -6547022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -6547040.500000 Penalty: 5283.132812
	Iteration 23Q: 3 clusters Score -6547040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6547059.500000 Penalty: 5283.132812
	Iteration 24Q: 3 clusters Score -6547060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6547086.500000 Penalty: 5283.132812
	Iteration 25Q: 3 clusters Score -6547086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6547101.500000 Penalty: 5283.132812
	Iteration 26Q: 3 clusters Score -6547102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -6547119.000000 Penalty: 5283.132812
	Iteration 27Q: 3 clusters Score -6547119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -6547122.500000 Penalty: 5283.132812
	Iteration 28Q: 3 clusters Score -6547122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -6547119.500000 Penalty: 5283.132812
	Iteration 29Q: 3 clusters Score -6547120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -6547124.500000 Penalty: 5283.132812
	Iteration 30Q: 3 clusters Score -6547124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -6547133.000000 Penalty: 5283.132812
	Iteration 31Q: 3 clusters Score -6547133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -6547135.000000 Penalty: 5283.132812
	Iteration 32Q: 3 clusters Score -6547135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6547137.000000 Penalty: 5283.132812
	Iteration 33Q: 3 clusters Score -6547137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -6547137.000000 Penalty: 5283.132812
	Iteration 34Q: 3 clusters Score -6547137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -6547142.000000 Penalty: 5283.132812
	Iteration 35Q: 3 clusters Score -6547142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -6547143.000000 Penalty: 5283.132812
	Iteration 36Q: 3 clusters Score -6547143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -6547143.000000 Penalty: 5283.132812
	Iteration 37F: 3 clusters Score -6547143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 4967 members 
Mstep: Class 39 contains 40036 members 
Entering Unmasked Estep 
Score: -120358336.000000 Penalty: 131412.875000
Splitting cluster 17 changes total score from -120356296.000000 to -120358336.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (104275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Entering Unmasked Estep 
Score: -16459458.000000 Penalty: 2865.587158
	Iteration 0F: 2 clusters Score -1.645946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -16394722.000000 Penalty: 5731.174316
	Iteration 0F: 3 clusters Score -1.639472e+07 nChanged 49239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -16422953.000000 Penalty: 5731.174316
	Iteration 1F: 3 clusters Score -1.642295e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -16424007.000000 Penalty: 5731.174316
	Iteration 2Q: 3 clusters Score -1.642401e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -16425373.000000 Penalty: 5731.174316
	Iteration 3Q: 3 clusters Score -1.642537e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -16427289.000000 Penalty: 5731.174316
	Iteration 4Q: 3 clusters Score -1.642729e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -16430198.000000 Penalty: 5731.174316
	Iteration 5F: 3 clusters Score -1.64302e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -16434356.000000 Penalty: 5731.174316
	Iteration 6F: 3 clusters Score -1.643436e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -16439683.000000 Penalty: 5731.174316
	Iteration 7F: 3 clusters Score -1.643968e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -16444749.000000 Penalty: 5731.174316
	Iteration 8F: 3 clusters Score -1.644475e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -16448750.000000 Penalty: 5731.174316
	Iteration 9Q: 3 clusters Score -1.644875e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -16451193.000000 Penalty: 5731.174316
	Iteration 10Q: 3 clusters Score -1.645119e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -16452754.000000 Penalty: 5731.174316
	Iteration 11Q: 3 clusters Score -1.645275e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -16453824.000000 Penalty: 5731.174316
	Iteration 12Q: 3 clusters Score -1.645382e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -16454713.000000 Penalty: 5731.174316
	Iteration 13Q: 3 clusters Score -1.645471e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -16455237.000000 Penalty: 5731.174316
	Iteration 14Q: 3 clusters Score -1.645524e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -16455717.000000 Penalty: 5731.174316
	Iteration 15Q: 3 clusters Score -1.645572e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -16456066.000000 Penalty: 5731.174316
	Iteration 16Q: 3 clusters Score -1.645607e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -16456303.000000 Penalty: 5731.174316
	Iteration 17Q: 3 clusters Score -1.64563e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16456461.000000 Penalty: 5731.174316
	Iteration 18Q: 3 clusters Score -1.645646e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -16456642.000000 Penalty: 5731.174316
	Iteration 19Q: 3 clusters Score -1.645664e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16456780.000000 Penalty: 5731.174316
	Iteration 20F: 3 clusters Score -1.645678e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16456875.000000 Penalty: 5731.174316
	Iteration 21Q: 3 clusters Score -1.645688e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -16456962.000000 Penalty: 5731.174316
	Iteration 22Q: 3 clusters Score -1.645696e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -16457021.000000 Penalty: 5731.174316
	Iteration 23Q: 3 clusters Score -1.645702e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16457060.000000 Penalty: 5731.174316
	Iteration 24Q: 3 clusters Score -1.645706e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -16457061.000000 Penalty: 5731.174316
	Iteration 25Q: 3 clusters Score -1.645706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16457093.000000 Penalty: 5731.174316
	Iteration 26Q: 3 clusters Score -1.645709e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16457134.000000 Penalty: 5731.174316
	Iteration 27Q: 3 clusters Score -1.645713e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102779 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -16457166.000000 Penalty: 5731.174316
	Iteration 28Q: 3 clusters Score -1.645717e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16457175.000000 Penalty: 5731.174316
	Iteration 29Q: 3 clusters Score -1.645718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16457197.000000 Penalty: 5731.174316
	Iteration 30Q: 3 clusters Score -1.64572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16457219.000000 Penalty: 5731.174316
	Iteration 31Q: 3 clusters Score -1.645722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -16457235.000000 Penalty: 5731.174316
	Iteration 32Q: 3 clusters Score -1.645724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16457221.000000 Penalty: 5731.174316
	Iteration 33Q: 3 clusters Score -1.645722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16457231.000000 Penalty: 5731.174316
	Iteration 34Q: 3 clusters Score -1.645723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16457229.000000 Penalty: 5731.174316
	Iteration 35Q: 3 clusters Score -1.645723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16457240.000000 Penalty: 5731.174316
	Iteration 36Q: 3 clusters Score -1.645724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16457237.000000 Penalty: 5731.174316
	Iteration 37Q: 3 clusters Score -1.645724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16457240.000000 Penalty: 5731.174316
	Iteration 38Q: 3 clusters Score -1.645724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -16457245.000000 Penalty: 5731.174316
	Iteration 39Q: 3 clusters Score -1.645724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16457241.000000 Penalty: 5731.174316
	Iteration 40F: 3 clusters Score -1.645724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -16457249.000000 Penalty: 5731.174316
	Iteration 41Q: 3 clusters Score -1.645725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16457242.000000 Penalty: 5731.174316
	Iteration 42Q: 3 clusters Score -1.645724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16457243.000000 Penalty: 5731.174316
	Iteration 43Q: 3 clusters Score -1.645724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16457252.000000 Penalty: 5731.174316
	Iteration 44Q: 3 clusters Score -1.645725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16457253.000000 Penalty: 5731.174316
	Iteration 45Q: 3 clusters Score -1.645725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16457246.000000 Penalty: 5731.174316
	Iteration 46Q: 3 clusters Score -1.645725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16457252.000000 Penalty: 5731.174316
	Iteration 47Q: 3 clusters Score -1.645725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16457243.000000 Penalty: 5731.174316
	Iteration 48Q: 3 clusters Score -1.645724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16457245.000000 Penalty: 5731.174316
	Iteration 49Q: 3 clusters Score -1.645724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16457241.000000 Penalty: 5731.174316
	Iteration 50Q: 3 clusters Score -1.645724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16457248.000000 Penalty: 5731.174316
	Iteration 51Q: 3 clusters Score -1.645725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16457253.000000 Penalty: 5731.174316
	Iteration 52Q: 3 clusters Score -1.645725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16457242.000000 Penalty: 5731.174316
	Iteration 53Q: 3 clusters Score -1.645724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16457242.000000 Penalty: 5731.174316
	Iteration 54F: 3 clusters Score -1.645724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Entering Unmasked Estep 
Score: -4167111.250000 Penalty: 2541.178467
	Iteration 0F: 2 clusters Score -4167111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4147597.250000 Penalty: 5082.356934
	Iteration 0F: 3 clusters Score -4147597 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4154869.500000 Penalty: 5082.356934
	Iteration 1F: 3 clusters Score -4154870 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4155873.000000 Penalty: 5082.356934
	Iteration 2F: 3 clusters Score -4155873 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -4156997.750000 Penalty: 5082.356934
	Iteration 3F: 3 clusters Score -4156998 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -4158144.250000 Penalty: 5082.356934
	Iteration 4F: 3 clusters Score -4158144 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4159254.000000 Penalty: 5082.356934
	Iteration 5F: 3 clusters Score -4159254 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4160310.750000 Penalty: 5082.356934
	Iteration 6F: 3 clusters Score -4160311 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4161176.750000 Penalty: 5082.356934
	Iteration 7F: 3 clusters Score -4161177 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4161826.000000 Penalty: 5082.356934
	Iteration 8Q: 3 clusters Score -4161826 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4162384.500000 Penalty: 5082.356934
	Iteration 9Q: 3 clusters Score -4162384 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4162832.500000 Penalty: 5082.356934
	Iteration 10Q: 3 clusters Score -4162832 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4163206.750000 Penalty: 5082.356934
	Iteration 11Q: 3 clusters Score -4163207 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4163504.750000 Penalty: 5082.356934
	Iteration 12Q: 3 clusters Score -4163505 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4163763.750000 Penalty: 5082.356934
	Iteration 13Q: 3 clusters Score -4163764 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4163940.500000 Penalty: 5082.356934
	Iteration 14Q: 3 clusters Score -4163940 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4164120.500000 Penalty: 5082.356934
	Iteration 15Q: 3 clusters Score -4164120 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4164256.750000 Penalty: 5082.356934
	Iteration 16Q: 3 clusters Score -4164257 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4164342.750000 Penalty: 5082.356934
	Iteration 17Q: 3 clusters Score -4164343 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4164411.000000 Penalty: 5082.356934
	Iteration 18Q: 3 clusters Score -4164411 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4164484.750000 Penalty: 5082.356934
	Iteration 19Q: 3 clusters Score -4164485 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4164519.750000 Penalty: 5082.356934
	Iteration 20F: 3 clusters Score -4164520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4164579.750000 Penalty: 5082.356934
	Iteration 21Q: 3 clusters Score -4164580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4164627.000000 Penalty: 5082.356934
	Iteration 22Q: 3 clusters Score -4164627 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4164670.000000 Penalty: 5082.356934
	Iteration 23Q: 3 clusters Score -4164670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4164691.250000 Penalty: 5082.356934
	Iteration 24Q: 3 clusters Score -4164691 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4164725.500000 Penalty: 5082.356934
	Iteration 25Q: 3 clusters Score -4164726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4164775.500000 Penalty: 5082.356934
	Iteration 26Q: 3 clusters Score -4164776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4164827.000000 Penalty: 5082.356934
	Iteration 27Q: 3 clusters Score -4164827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4164847.250000 Penalty: 5082.356934
	Iteration 28Q: 3 clusters Score -4164847 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4164870.750000 Penalty: 5082.356934
	Iteration 29Q: 3 clusters Score -4164871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4164912.750000 Penalty: 5082.356934
	Iteration 30Q: 3 clusters Score -4164913 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4164965.000000 Penalty: 5082.356934
	Iteration 31Q: 3 clusters Score -4164965 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4165007.500000 Penalty: 5082.356934
	Iteration 32Q: 3 clusters Score -4165008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4165056.000000 Penalty: 5082.356934
	Iteration 33Q: 3 clusters Score -4165056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4165096.500000 Penalty: 5082.356934
	Iteration 34Q: 3 clusters Score -4165096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4165146.500000 Penalty: 5082.356934
	Iteration 35Q: 3 clusters Score -4165146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4165177.000000 Penalty: 5082.356934
	Iteration 36Q: 3 clusters Score -4165177 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -4165216.000000 Penalty: 5082.356934
	Iteration 37Q: 3 clusters Score -4165216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4165269.250000 Penalty: 5082.356934
	Iteration 38Q: 3 clusters Score -4165269 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4165302.000000 Penalty: 5082.356934
	Iteration 39Q: 3 clusters Score -4165302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4165359.500000 Penalty: 5082.356934
	Iteration 40F: 3 clusters Score -4165360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4165380.250000 Penalty: 5082.356934
	Iteration 41Q: 3 clusters Score -4165380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4165405.000000 Penalty: 5082.356934
	Iteration 42Q: 3 clusters Score -4165405 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4165437.250000 Penalty: 5082.356934
	Iteration 43Q: 3 clusters Score -4165437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4165459.750000 Penalty: 5082.356934
	Iteration 44Q: 3 clusters Score -4165460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -4165488.000000 Penalty: 5082.356934
	Iteration 45Q: 3 clusters Score -4165488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4165508.000000 Penalty: 5082.356934
	Iteration 46Q: 3 clusters Score -4165508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4165525.250000 Penalty: 5082.356934
	Iteration 47Q: 3 clusters Score -4165525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4165536.250000 Penalty: 5082.356934
	Iteration 48Q: 3 clusters Score -4165536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4165545.500000 Penalty: 5082.356934
	Iteration 49Q: 3 clusters Score -4165546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4165555.500000 Penalty: 5082.356934
	Iteration 50Q: 3 clusters Score -4165556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4165586.500000 Penalty: 5082.356934
	Iteration 51Q: 3 clusters Score -4165586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4165607.500000 Penalty: 5082.356934
	Iteration 52Q: 3 clusters Score -4165608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4165622.000000 Penalty: 5082.356934
	Iteration 53Q: 3 clusters Score -4165622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4165634.500000 Penalty: 5082.356934
	Iteration 54Q: 3 clusters Score -4165634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4165649.000000 Penalty: 5082.356934
	Iteration 55Q: 3 clusters Score -4165649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4165706.250000 Penalty: 5082.356934
	Iteration 56Q: 3 clusters Score -4165706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4165726.000000 Penalty: 5082.356934
	Iteration 57Q: 3 clusters Score -4165726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4165760.000000 Penalty: 5082.356934
	Iteration 58Q: 3 clusters Score -4165760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4165791.750000 Penalty: 5082.356934
	Iteration 59Q: 3 clusters Score -4165792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -4165821.750000 Penalty: 5082.356934
	Iteration 60F: 3 clusters Score -4165822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4165844.500000 Penalty: 5082.356934
	Iteration 61Q: 3 clusters Score -4165844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4165846.000000 Penalty: 5082.356934
	Iteration 62Q: 3 clusters Score -4165846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4165864.750000 Penalty: 5082.356934
	Iteration 63Q: 3 clusters Score -4165865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4165877.250000 Penalty: 5082.356934
	Iteration 64Q: 3 clusters Score -4165877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4165889.500000 Penalty: 5082.356934
	Iteration 65Q: 3 clusters Score -4165890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4165883.250000 Penalty: 5082.356934
	Iteration 66Q: 3 clusters Score -4165883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4165894.500000 Penalty: 5082.356934
	Iteration 67Q: 3 clusters Score -4165894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4165898.250000 Penalty: 5082.356934
	Iteration 68Q: 3 clusters Score -4165898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4165915.000000 Penalty: 5082.356934
	Iteration 69Q: 3 clusters Score -4165915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4165927.500000 Penalty: 5082.356934
	Iteration 70Q: 3 clusters Score -4165928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4165935.750000 Penalty: 5082.356934
	Iteration 71Q: 3 clusters Score -4165936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4165948.000000 Penalty: 5082.356934
	Iteration 72Q: 3 clusters Score -4165948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4165954.750000 Penalty: 5082.356934
	Iteration 73Q: 3 clusters Score -4165955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -4165961.000000 Penalty: 5082.356934
	Iteration 74Q: 3 clusters Score -4165961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -4165967.250000 Penalty: 5082.356934
	Iteration 75Q: 3 clusters Score -4165967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4165975.250000 Penalty: 5082.356934
	Iteration 76Q: 3 clusters Score -4165975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4165991.500000 Penalty: 5082.356934
	Iteration 77Q: 3 clusters Score -4165992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4166023.000000 Penalty: 5082.356934
	Iteration 78Q: 3 clusters Score -4166023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4166056.250000 Penalty: 5082.356934
	Iteration 79Q: 3 clusters Score -4166056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4166073.750000 Penalty: 5082.356934
	Iteration 80F: 3 clusters Score -4166074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4166082.500000 Penalty: 5082.356934
	Iteration 81Q: 3 clusters Score -4166082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4166087.750000 Penalty: 5082.356934
	Iteration 82Q: 3 clusters Score -4166088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4166102.500000 Penalty: 5082.356934
	Iteration 83Q: 3 clusters Score -4166102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -4166109.750000 Penalty: 5082.356934
	Iteration 84Q: 3 clusters Score -4166110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4166114.000000 Penalty: 5082.356934
	Iteration 85Q: 3 clusters Score -4166114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4166112.500000 Penalty: 5082.356934
	Iteration 86Q: 3 clusters Score -4166112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4166121.250000 Penalty: 5082.356934
	Iteration 87Q: 3 clusters Score -4166121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4166118.500000 Penalty: 5082.356934
	Iteration 88Q: 3 clusters Score -4166118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4166126.250000 Penalty: 5082.356934
	Iteration 89Q: 3 clusters Score -4166126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4166129.250000 Penalty: 5082.356934
	Iteration 90Q: 3 clusters Score -4166129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4166134.000000 Penalty: 5082.356934
	Iteration 91Q: 3 clusters Score -4166134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4166133.000000 Penalty: 5082.356934
	Iteration 92Q: 3 clusters Score -4166133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4166140.500000 Penalty: 5082.356934
	Iteration 93Q: 3 clusters Score -4166140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4166147.000000 Penalty: 5082.356934
	Iteration 94Q: 3 clusters Score -4166147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4166147.500000 Penalty: 5082.356934
	Iteration 95Q: 3 clusters Score -4166148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4166149.250000 Penalty: 5082.356934
	Iteration 96Q: 3 clusters Score -4166149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4166149.250000 Penalty: 5082.356934
	Iteration 97F: 3 clusters Score -4166149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -1218734.750000 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -1218735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1212232.250000 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -1212232 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1214224.625000 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -1214225 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1214644.750000 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -1214645 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1215088.875000 Penalty: 4470.743164
	Iteration 3F: 3 clusters Score -1215089 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1215586.875000 Penalty: 4470.743164
	Iteration 4F: 3 clusters Score -1215587 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1216062.750000 Penalty: 4470.743164
	Iteration 5F: 3 clusters Score -1216063 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1216457.625000 Penalty: 4470.743164
	Iteration 6F: 3 clusters Score -1216458 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1216767.125000 Penalty: 4470.743164
	Iteration 7F: 3 clusters Score -1216767 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1217004.750000 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -1217005 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1217243.500000 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -1217244 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1217477.250000 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -1217477 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1217703.625000 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -1217704 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1217921.750000 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -1217922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1218091.875000 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -1218092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1218241.250000 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -1218241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1218360.500000 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -1218360 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1218466.250000 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -1218466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1218569.625000 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -1218570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1218661.500000 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -1218662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1218740.250000 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -1218740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1218815.375000 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -1218815 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1218901.875000 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -1218902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1218964.000000 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -1218964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1218993.500000 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -1218994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1219014.125000 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -1219014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1219027.250000 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -1219027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1219037.125000 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -1219037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1219041.125000 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -1219041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1219040.375000 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -1219040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1219041.375000 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -1219041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1219041.375000 Penalty: 4470.743164
	Iteration 30F: 3 clusters Score -1219041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 4967 members 
Mstep: Class 39 contains 40036 members 
Mstep: Class 40 contains 4303 members 
Entering Unmasked Estep 
Score: -120357584.000000 Penalty: 134782.437500
Splitting cluster 20 changes total score from -120356296.000000 to -120357584.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -1783137.250000 Penalty: 2330.082031
	Iteration 0F: 2 clusters Score -1783137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1774147.125000 Penalty: 4660.164062
	Iteration 0F: 3 clusters Score -1774147 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1776975.250000 Penalty: 4660.164062
	Iteration 1F: 3 clusters Score -1776975 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1777469.500000 Penalty: 4660.164062
	Iteration 2F: 3 clusters Score -1777470 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1777961.625000 Penalty: 4660.164062
	Iteration 3F: 3 clusters Score -1777962 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1778428.125000 Penalty: 4660.164062
	Iteration 4F: 3 clusters Score -1778428 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1778943.375000 Penalty: 4660.164062
	Iteration 5F: 3 clusters Score -1778943 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1779469.125000 Penalty: 4660.164062
	Iteration 6F: 3 clusters Score -1779469 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1779967.250000 Penalty: 4660.164062
	Iteration 7F: 3 clusters Score -1779967 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1780368.625000 Penalty: 4660.164062
	Iteration 8Q: 3 clusters Score -1780369 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1780745.750000 Penalty: 4660.164062
	Iteration 9Q: 3 clusters Score -1780746 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1781037.000000 Penalty: 4660.164062
	Iteration 10Q: 3 clusters Score -1781037 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1781220.000000 Penalty: 4660.164062
	Iteration 11Q: 3 clusters Score -1781220 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1781341.250000 Penalty: 4660.164062
	Iteration 12Q: 3 clusters Score -1781341 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1781431.625000 Penalty: 4660.164062
	Iteration 13Q: 3 clusters Score -1781432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1781499.125000 Penalty: 4660.164062
	Iteration 14Q: 3 clusters Score -1781499 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1781559.000000 Penalty: 4660.164062
	Iteration 15Q: 3 clusters Score -1781559 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1781610.125000 Penalty: 4660.164062
	Iteration 16Q: 3 clusters Score -1781610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1781682.750000 Penalty: 4660.164062
	Iteration 17Q: 3 clusters Score -1781683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1781752.625000 Penalty: 4660.164062
	Iteration 18Q: 3 clusters Score -1781753 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1781821.250000 Penalty: 4660.164062
	Iteration 19Q: 3 clusters Score -1781821 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1781877.500000 Penalty: 4660.164062
	Iteration 20F: 3 clusters Score -1781878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1781935.375000 Penalty: 4660.164062
	Iteration 21Q: 3 clusters Score -1781935 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1781986.125000 Penalty: 4660.164062
	Iteration 22Q: 3 clusters Score -1781986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1782028.500000 Penalty: 4660.164062
	Iteration 23Q: 3 clusters Score -1782028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1782063.000000 Penalty: 4660.164062
	Iteration 24Q: 3 clusters Score -1782063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1782081.000000 Penalty: 4660.164062
	Iteration 25Q: 3 clusters Score -1782081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1782100.750000 Penalty: 4660.164062
	Iteration 26Q: 3 clusters Score -1782101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1782123.625000 Penalty: 4660.164062
	Iteration 27Q: 3 clusters Score -1782124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1782150.750000 Penalty: 4660.164062
	Iteration 28Q: 3 clusters Score -1782151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1782197.750000 Penalty: 4660.164062
	Iteration 29Q: 3 clusters Score -1782198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1782231.125000 Penalty: 4660.164062
	Iteration 30Q: 3 clusters Score -1782231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1782263.500000 Penalty: 4660.164062
	Iteration 31Q: 3 clusters Score -1782264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1782295.750000 Penalty: 4660.164062
	Iteration 32Q: 3 clusters Score -1782296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1782317.125000 Penalty: 4660.164062
	Iteration 33Q: 3 clusters Score -1782317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1782349.000000 Penalty: 4660.164062
	Iteration 34Q: 3 clusters Score -1782349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1782379.250000 Penalty: 4660.164062
	Iteration 35Q: 3 clusters Score -1782379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1782416.500000 Penalty: 4660.164062
	Iteration 36Q: 3 clusters Score -1782416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1782462.125000 Penalty: 4660.164062
	Iteration 37Q: 3 clusters Score -1782462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1782493.125000 Penalty: 4660.164062
	Iteration 38Q: 3 clusters Score -1782493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1782519.375000 Penalty: 4660.164062
	Iteration 39Q: 3 clusters Score -1782519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1782552.875000 Penalty: 4660.164062
	Iteration 40F: 3 clusters Score -1782553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1782587.250000 Penalty: 4660.164062
	Iteration 41Q: 3 clusters Score -1782587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1782609.500000 Penalty: 4660.164062
	Iteration 42Q: 3 clusters Score -1782610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1782639.875000 Penalty: 4660.164062
	Iteration 43Q: 3 clusters Score -1782640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1782670.875000 Penalty: 4660.164062
	Iteration 44Q: 3 clusters Score -1782671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1782696.875000 Penalty: 4660.164062
	Iteration 45Q: 3 clusters Score -1782697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1782720.500000 Penalty: 4660.164062
	Iteration 46Q: 3 clusters Score -1782720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1782738.125000 Penalty: 4660.164062
	Iteration 47Q: 3 clusters Score -1782738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1782760.500000 Penalty: 4660.164062
	Iteration 48Q: 3 clusters Score -1782760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1782785.000000 Penalty: 4660.164062
	Iteration 49Q: 3 clusters Score -1782785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1782808.750000 Penalty: 4660.164062
	Iteration 50Q: 3 clusters Score -1782809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1782826.125000 Penalty: 4660.164062
	Iteration 51Q: 3 clusters Score -1782826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1782843.875000 Penalty: 4660.164062
	Iteration 52Q: 3 clusters Score -1782844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1782857.625000 Penalty: 4660.164062
	Iteration 53Q: 3 clusters Score -1782858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1782863.750000 Penalty: 4660.164062
	Iteration 54Q: 3 clusters Score -1782864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1782880.625000 Penalty: 4660.164062
	Iteration 55Q: 3 clusters Score -1782881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1782878.000000 Penalty: 4660.164062
	Iteration 56Q: 3 clusters Score -1782878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1782882.125000 Penalty: 4660.164062
	Iteration 57Q: 3 clusters Score -1782882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1782887.000000 Penalty: 4660.164062
	Iteration 58Q: 3 clusters Score -1782887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1782886.750000 Penalty: 4660.164062
	Iteration 59Q: 3 clusters Score -1782887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1782892.375000 Penalty: 4660.164062
	Iteration 60F: 3 clusters Score -1782892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1782895.750000 Penalty: 4660.164062
	Iteration 61Q: 3 clusters Score -1782896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1782894.500000 Penalty: 4660.164062
	Iteration 62Q: 3 clusters Score -1782894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1782903.000000 Penalty: 4660.164062
	Iteration 63Q: 3 clusters Score -1782903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1782904.875000 Penalty: 4660.164062
	Iteration 64Q: 3 clusters Score -1782905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1782905.500000 Penalty: 4660.164062
	Iteration 65Q: 3 clusters Score -1782906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1782903.875000 Penalty: 4660.164062
	Iteration 66Q: 3 clusters Score -1782904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1782905.250000 Penalty: 4660.164062
	Iteration 67Q: 3 clusters Score -1782905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1782905.125000 Penalty: 4660.164062
	Iteration 68Q: 3 clusters Score -1782905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1782905.125000 Penalty: 4660.164062
	Iteration 69F: 3 clusters Score -1782905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -676476.437500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -676476.4 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 2283 members 
Entering Unmasked Estep 
Score: -672208.062500 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -672208.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -673237.062500 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -673237.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -673504.000000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -673504 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -673690.812500 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -673690.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -673833.812500 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -673833.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -673965.187500 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -673965.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -674100.437500 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -674100.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -674207.812500 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -674207.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -674287.562500 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -674287.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -674350.125000 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -674350.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -674422.875000 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -674422.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -674489.187500 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -674489.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -674546.937500 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -674546.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -674584.062500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -674584.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -674607.187500 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -674607.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -674629.000000 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -674629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -674643.500000 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -674643.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -674653.125000 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -674653.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -674663.437500 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -674663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -674670.250000 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -674670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -674677.750000 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -674677.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -674683.750000 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -674683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -674689.250000 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -674689.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -674692.937500 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -674692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -674696.750000 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -674696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -674698.187500 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -674698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -674699.937500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -674699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -674700.062500 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -674700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -674700.687500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -674700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -674700.687500 Penalty: 4176.548828
	Iteration 29F: 3 clusters Score -674700.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -1021446.000000 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -1021446 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 3399 members 
Entering Unmasked Estep 
Score: -1015915.937500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -1015916 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1017330.562500 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -1017331 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1017611.375000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -1017611 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1017799.312500 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -1017799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1017961.812500 Penalty: 4369.766113
	Iteration 4Q: 3 clusters Score -1017962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1018095.937500 Penalty: 4369.766113
	Iteration 5Q: 3 clusters Score -1018096 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1018212.375000 Penalty: 4369.766113
	Iteration 6Q: 3 clusters Score -1018212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1018315.437500 Penalty: 4369.766113
	Iteration 7Q: 3 clusters Score -1018315 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1018388.437500 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -1018388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1018442.375000 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -1018442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1018490.000000 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -1018490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1018528.500000 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -1018528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1018560.312500 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -1018560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1018591.687500 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -1018592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1018622.687500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -1018623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1018655.125000 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -1018655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1018684.437500 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -1018684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1018707.250000 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -1018707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1018731.562500 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -1018732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1018759.812500 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -1018760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1018780.875000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -1018781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1018800.625000 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -1018801 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1018818.375000 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -1018818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1018838.000000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -1018838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1018858.187500 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -1018858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1018873.437500 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -1018873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1018886.375000 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -1018886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1018898.562500 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -1018899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1018907.062500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -1018907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1018918.375000 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -1018918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1018922.875000 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -1018923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1018931.500000 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -1018932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1018938.812500 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -1018939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1018942.125000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -1018942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1018949.375000 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -1018949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1018954.187500 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -1018954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1018962.250000 Penalty: 4369.766113
	Iteration 36Q: 3 clusters Score -1018962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1018963.937500 Penalty: 4369.766113
	Iteration 37Q: 3 clusters Score -1018964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1018969.687500 Penalty: 4369.766113
	Iteration 38Q: 3 clusters Score -1018970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1018973.312500 Penalty: 4369.766113
	Iteration 39Q: 3 clusters Score -1018973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1018978.250000 Penalty: 4369.766113
	Iteration 40F: 3 clusters Score -1018978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1018983.562500 Penalty: 4369.766113
	Iteration 41Q: 3 clusters Score -1018984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1018988.562500 Penalty: 4369.766113
	Iteration 42Q: 3 clusters Score -1018989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1018989.937500 Penalty: 4369.766113
	Iteration 43Q: 3 clusters Score -1018990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1018992.562500 Penalty: 4369.766113
	Iteration 44Q: 3 clusters Score -1018993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1018993.812500 Penalty: 4369.766113
	Iteration 45Q: 3 clusters Score -1018994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1018997.250000 Penalty: 4369.766113
	Iteration 46Q: 3 clusters Score -1018997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1019001.062500 Penalty: 4369.766113
	Iteration 47Q: 3 clusters Score -1019001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1019001.812500 Penalty: 4369.766113
	Iteration 48Q: 3 clusters Score -1019002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1019007.875000 Penalty: 4369.766113
	Iteration 49Q: 3 clusters Score -1019008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1019009.812500 Penalty: 4369.766113
	Iteration 50Q: 3 clusters Score -1019010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1019012.125000 Penalty: 4369.766113
	Iteration 51Q: 3 clusters Score -1019012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1019017.812500 Penalty: 4369.766113
	Iteration 52Q: 3 clusters Score -1019018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1019017.937500 Penalty: 4369.766113
	Iteration 53Q: 3 clusters Score -1019018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1019020.437500 Penalty: 4369.766113
	Iteration 54Q: 3 clusters Score -1019020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1019021.437500 Penalty: 4369.766113
	Iteration 55Q: 3 clusters Score -1019021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1019020.000000 Penalty: 4369.766113
	Iteration 56Q: 3 clusters Score -1019020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1019021.937500 Penalty: 4369.766113
	Iteration 57Q: 3 clusters Score -1019022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1019026.187500 Penalty: 4369.766113
	Iteration 58Q: 3 clusters Score -1019026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1019026.375000 Penalty: 4369.766113
	Iteration 59Q: 3 clusters Score -1019026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1019028.500000 Penalty: 4369.766113
	Iteration 60F: 3 clusters Score -1019028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1019028.687500 Penalty: 4369.766113
	Iteration 61Q: 3 clusters Score -1019029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1019027.812500 Penalty: 4369.766113
	Iteration 62Q: 3 clusters Score -1019028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1019027.875000 Penalty: 4369.766113
	Iteration 63Q: 3 clusters Score -1019028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1019030.062500 Penalty: 4369.766113
	Iteration 64Q: 3 clusters Score -1019030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1019029.875000 Penalty: 4369.766113
	Iteration 65Q: 3 clusters Score -1019030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1019031.625000 Penalty: 4369.766113
	Iteration 66Q: 3 clusters Score -1019032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1019032.437500 Penalty: 4369.766113
	Iteration 67Q: 3 clusters Score -1019032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1019033.250000 Penalty: 4369.766113
	Iteration 68Q: 3 clusters Score -1019033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1019035.437500 Penalty: 4369.766113
	Iteration 69Q: 3 clusters Score -1019035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1019037.062500 Penalty: 4369.766113
	Iteration 70Q: 3 clusters Score -1019037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1019039.062500 Penalty: 4369.766113
	Iteration 71Q: 3 clusters Score -1019039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1019039.250000 Penalty: 4369.766113
	Iteration 72Q: 3 clusters Score -1019039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1019043.812500 Penalty: 4369.766113
	Iteration 73Q: 3 clusters Score -1019044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1019048.437500 Penalty: 4369.766113
	Iteration 74Q: 3 clusters Score -1019048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1019051.500000 Penalty: 4369.766113
	Iteration 75Q: 3 clusters Score -1019052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1019058.562500 Penalty: 4369.766113
	Iteration 76Q: 3 clusters Score -1019059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1019067.562500 Penalty: 4369.766113
	Iteration 77Q: 3 clusters Score -1019068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1019077.375000 Penalty: 4369.766113
	Iteration 78Q: 3 clusters Score -1019077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1019090.500000 Penalty: 4369.766113
	Iteration 79Q: 3 clusters Score -1019090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1019101.062500 Penalty: 4369.766113
	Iteration 80F: 3 clusters Score -1019101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1019109.812500 Penalty: 4369.766113
	Iteration 81Q: 3 clusters Score -1019110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1019130.437500 Penalty: 4369.766113
	Iteration 82Q: 3 clusters Score -1019130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1019158.000000 Penalty: 4369.766113
	Iteration 83Q: 3 clusters Score -1019158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1019181.937500 Penalty: 4369.766113
	Iteration 84Q: 3 clusters Score -1019182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1019201.000000 Penalty: 4369.766113
	Iteration 85Q: 3 clusters Score -1019201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1019217.937500 Penalty: 4369.766113
	Iteration 86Q: 3 clusters Score -1019218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1019233.312500 Penalty: 4369.766113
	Iteration 87Q: 3 clusters Score -1019233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1019250.875000 Penalty: 4369.766113
	Iteration 88Q: 3 clusters Score -1019251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1019262.750000 Penalty: 4369.766113
	Iteration 89Q: 3 clusters Score -1019263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1019275.875000 Penalty: 4369.766113
	Iteration 90Q: 3 clusters Score -1019276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1019286.625000 Penalty: 4369.766113
	Iteration 91Q: 3 clusters Score -1019287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1019291.875000 Penalty: 4369.766113
	Iteration 92Q: 3 clusters Score -1019292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1019304.375000 Penalty: 4369.766113
	Iteration 93Q: 3 clusters Score -1019304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1019312.375000 Penalty: 4369.766113
	Iteration 94Q: 3 clusters Score -1019312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1019322.250000 Penalty: 4369.766113
	Iteration 95Q: 3 clusters Score -1019322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019328.187500 Penalty: 4369.766113
	Iteration 96Q: 3 clusters Score -1019328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1019335.750000 Penalty: 4369.766113
	Iteration 97Q: 3 clusters Score -1019336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1019340.500000 Penalty: 4369.766113
	Iteration 98Q: 3 clusters Score -1019340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1019343.437500 Penalty: 4369.766113
	Iteration 99Q: 3 clusters Score -1019343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1019345.437500 Penalty: 4369.766113
	Iteration 100F: 3 clusters Score -1019345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019347.625000 Penalty: 4369.766113
	Iteration 101Q: 3 clusters Score -1019348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019347.812500 Penalty: 4369.766113
	Iteration 102Q: 3 clusters Score -1019348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019346.875000 Penalty: 4369.766113
	Iteration 103Q: 3 clusters Score -1019347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019348.187500 Penalty: 4369.766113
	Iteration 104Q: 3 clusters Score -1019348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1019349.312500 Penalty: 4369.766113
	Iteration 105Q: 3 clusters Score -1019349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019349.250000 Penalty: 4369.766113
	Iteration 106Q: 3 clusters Score -1019349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019349.812500 Penalty: 4369.766113
	Iteration 107Q: 3 clusters Score -1019350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019349.437500 Penalty: 4369.766113
	Iteration 108Q: 3 clusters Score -1019349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1019350.250000 Penalty: 4369.766113
	Iteration 109Q: 3 clusters Score -1019350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019349.937500 Penalty: 4369.766113
	Iteration 110Q: 3 clusters Score -1019350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1019349.937500 Penalty: 4369.766113
	Iteration 111F: 3 clusters Score -1019350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -291453.500000 Penalty: 1886.630615
	Iteration 0F: 2 clusters Score -291453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -288919.875000 Penalty: 3773.261230
	Iteration 0F: 3 clusters Score -288919.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -289485.281250 Penalty: 3773.261230
	Iteration 1F: 3 clusters Score -289485.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -289791.375000 Penalty: 3773.261230
	Iteration 2F: 3 clusters Score -289791.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290095.062500 Penalty: 3773.261230
	Iteration 3F: 3 clusters Score -290095.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290404.531250 Penalty: 3773.261230
	Iteration 4F: 3 clusters Score -290404.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -290651.000000 Penalty: 3773.261230
	Iteration 5F: 3 clusters Score -290651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -290905.750000 Penalty: 3773.261230
	Iteration 6Q: 3 clusters Score -290905.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -291197.093750 Penalty: 3773.261230
	Iteration 7Q: 3 clusters Score -291197.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -291558.531250 Penalty: 3773.261230
	Iteration 8F: 3 clusters Score -291558.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -292176.031250 Penalty: 3773.261230
	Iteration 9F: 3 clusters Score -292176 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -293019.031250 Penalty: 3773.261230
	Iteration 10F: 3 clusters Score -293019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -293479.125000 Penalty: 3773.261230
	Iteration 11F: 3 clusters Score -293479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -293519.968750 Penalty: 3773.261230
	Iteration 12Q: 3 clusters Score -293520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -293529.718750 Penalty: 3773.261230
	Iteration 13Q: 3 clusters Score -293529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -293532.312500 Penalty: 3773.261230
	Iteration 14Q: 3 clusters Score -293532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293532.406250 Penalty: 3773.261230
	Iteration 15Q: 3 clusters Score -293532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293532.406250 Penalty: 3773.261230
	Iteration 16F: 3 clusters Score -293532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 4967 members 
Mstep: Class 39 contains 40036 members 
Mstep: Class 40 contains 4303 members 
Mstep: Class 41 contains 1024 members 
Entering Unmasked Estep 
Score: -120358544.000000 Penalty: 138152.000000
Splitting cluster 24 changes total score from -120356296.000000 to -120358544.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (56599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Entering Unmasked Estep 
Score: -8817022.000000 Penalty: 2714.049072
	Iteration 0F: 2 clusters Score -8817022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -8779104.000000 Penalty: 5428.098145
	Iteration 0F: 3 clusters Score -8779104 nChanged 26235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -8794456.000000 Penalty: 5428.098145
	Iteration 1F: 3 clusters Score -8794456 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -8796079.000000 Penalty: 5428.098145
	Iteration 2F: 3 clusters Score -8796079 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8798225.000000 Penalty: 5428.098145
	Iteration 3F: 3 clusters Score -8798225 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -8800510.000000 Penalty: 5428.098145
	Iteration 4F: 3 clusters Score -8800510 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -8802522.000000 Penalty: 5428.098145
	Iteration 5F: 3 clusters Score -8802522 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8804092.000000 Penalty: 5428.098145
	Iteration 6F: 3 clusters Score -8804092 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8805377.000000 Penalty: 5428.098145
	Iteration 7Q: 3 clusters Score -8805377 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8806515.000000 Penalty: 5428.098145
	Iteration 8Q: 3 clusters Score -8806515 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8807573.000000 Penalty: 5428.098145
	Iteration 9Q: 3 clusters Score -8807573 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8808786.000000 Penalty: 5428.098145
	Iteration 10Q: 3 clusters Score -8808786 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8810081.000000 Penalty: 5428.098145
	Iteration 11Q: 3 clusters Score -8810081 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -8811330.000000 Penalty: 5428.098145
	Iteration 12Q: 3 clusters Score -8811330 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -8812409.000000 Penalty: 5428.098145
	Iteration 13Q: 3 clusters Score -8812409 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -8813258.000000 Penalty: 5428.098145
	Iteration 14Q: 3 clusters Score -8813258 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -8813788.000000 Penalty: 5428.098145
	Iteration 15Q: 3 clusters Score -8813788 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -8814129.000000 Penalty: 5428.098145
	Iteration 16Q: 3 clusters Score -8814129 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -8814296.000000 Penalty: 5428.098145
	Iteration 17Q: 3 clusters Score -8814296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -8814427.000000 Penalty: 5428.098145
	Iteration 18Q: 3 clusters Score -8814427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -8814487.000000 Penalty: 5428.098145
	Iteration 19Q: 3 clusters Score -8814487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -8814543.000000 Penalty: 5428.098145
	Iteration 20F: 3 clusters Score -8814543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -8814567.000000 Penalty: 5428.098145
	Iteration 21Q: 3 clusters Score -8814567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -8814608.000000 Penalty: 5428.098145
	Iteration 22Q: 3 clusters Score -8814608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -8814635.000000 Penalty: 5428.098145
	Iteration 23Q: 3 clusters Score -8814635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -8814670.000000 Penalty: 5428.098145
	Iteration 24Q: 3 clusters Score -8814670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -8814679.000000 Penalty: 5428.098145
	Iteration 25Q: 3 clusters Score -8814679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -8814706.000000 Penalty: 5428.098145
	Iteration 26Q: 3 clusters Score -8814706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -8814713.000000 Penalty: 5428.098145
	Iteration 27Q: 3 clusters Score -8814713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -8814708.000000 Penalty: 5428.098145
	Iteration 28Q: 3 clusters Score -8814708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -8814725.000000 Penalty: 5428.098145
	Iteration 29Q: 3 clusters Score -8814725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -8814733.000000 Penalty: 5428.098145
	Iteration 30Q: 3 clusters Score -8814733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -8814734.000000 Penalty: 5428.098145
	Iteration 31Q: 3 clusters Score -8814734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -8814741.000000 Penalty: 5428.098145
	Iteration 32Q: 3 clusters Score -8814741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -8814734.000000 Penalty: 5428.098145
	Iteration 33Q: 3 clusters Score -8814734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -8814741.000000 Penalty: 5428.098145
	Iteration 34Q: 3 clusters Score -8814741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -8814747.000000 Penalty: 5428.098145
	Iteration 35Q: 3 clusters Score -8814747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -8814747.000000 Penalty: 5428.098145
	Iteration 36Q: 3 clusters Score -8814747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -8814743.000000 Penalty: 5428.098145
	Iteration 37Q: 3 clusters Score -8814743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -8814743.000000 Penalty: 5428.098145
	Iteration 38Q: 3 clusters Score -8814743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -8814742.000000 Penalty: 5428.098145
	Iteration 39Q: 3 clusters Score -8814742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -8814747.000000 Penalty: 5428.098145
	Iteration 40F: 3 clusters Score -8814747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -8814750.000000 Penalty: 5428.098145
	Iteration 41Q: 3 clusters Score -8814750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -8814746.000000 Penalty: 5428.098145
	Iteration 42Q: 3 clusters Score -8814746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -8814749.000000 Penalty: 5428.098145
	Iteration 43Q: 3 clusters Score -8814749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -8814747.000000 Penalty: 5428.098145
	Iteration 44Q: 3 clusters Score -8814747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -8814753.000000 Penalty: 5428.098145
	Iteration 45Q: 3 clusters Score -8814753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -8814756.000000 Penalty: 5428.098145
	Iteration 46Q: 3 clusters Score -8814756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -8814759.000000 Penalty: 5428.098145
	Iteration 47Q: 3 clusters Score -8814759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -8814754.000000 Penalty: 5428.098145
	Iteration 48Q: 3 clusters Score -8814754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -8814750.000000 Penalty: 5428.098145
	Iteration 49Q: 3 clusters Score -8814750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -8814750.000000 Penalty: 5428.098145
	Iteration 50F: 3 clusters Score -8814750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -51244.398438 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -51244.4 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 185 members 
Entering Unmasked Estep 
Score: -49942.007812 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -49942.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50083.519531 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -50083.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50164.902344 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -50164.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50262.371094 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -50262.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50344.753906 Penalty: 2951.518799
	Iteration 4F: 3 clusters Score -50344.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50435.886719 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -50435.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50501.878906 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -50501.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50507.160156 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -50507.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50507.160156 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -50507.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Entering Unmasked Estep 
Score: -2629835.500000 Penalty: 2411.359375
	Iteration 0F: 2 clusters Score -2629836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2617875.000000 Penalty: 4822.718750
	Iteration 0F: 3 clusters Score -2617875 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2621923.000000 Penalty: 4822.718750
	Iteration 1F: 3 clusters Score -2621923 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2622374.750000 Penalty: 4822.718750
	Iteration 2F: 3 clusters Score -2622375 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2622780.000000 Penalty: 4822.718750
	Iteration 3F: 3 clusters Score -2622780 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2623170.000000 Penalty: 4822.718750
	Iteration 4Q: 3 clusters Score -2623170 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2623638.500000 Penalty: 4822.718750
	Iteration 5Q: 3 clusters Score -2623638 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2624282.500000 Penalty: 4822.718750
	Iteration 6F: 3 clusters Score -2624282 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2625109.250000 Penalty: 4822.718750
	Iteration 7F: 3 clusters Score -2625109 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2625942.250000 Penalty: 4822.718750
	Iteration 8F: 3 clusters Score -2625942 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2626639.000000 Penalty: 4822.718750
	Iteration 9Q: 3 clusters Score -2626639 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2627087.750000 Penalty: 4822.718750
	Iteration 10Q: 3 clusters Score -2627088 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2627348.500000 Penalty: 4822.718750
	Iteration 11Q: 3 clusters Score -2627348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2627499.500000 Penalty: 4822.718750
	Iteration 12Q: 3 clusters Score -2627500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2627578.250000 Penalty: 4822.718750
	Iteration 13Q: 3 clusters Score -2627578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2627651.250000 Penalty: 4822.718750
	Iteration 14Q: 3 clusters Score -2627651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2627689.500000 Penalty: 4822.718750
	Iteration 15Q: 3 clusters Score -2627690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2627720.250000 Penalty: 4822.718750
	Iteration 16Q: 3 clusters Score -2627720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2627725.500000 Penalty: 4822.718750
	Iteration 17Q: 3 clusters Score -2627726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2627740.000000 Penalty: 4822.718750
	Iteration 18Q: 3 clusters Score -2627740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2627751.250000 Penalty: 4822.718750
	Iteration 19Q: 3 clusters Score -2627751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2627755.000000 Penalty: 4822.718750
	Iteration 20F: 3 clusters Score -2627755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2627764.250000 Penalty: 4822.718750
	Iteration 21Q: 3 clusters Score -2627764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2627765.250000 Penalty: 4822.718750
	Iteration 22Q: 3 clusters Score -2627765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2627765.250000 Penalty: 4822.718750
	Iteration 23F: 3 clusters Score -2627765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Entering Unmasked Estep 
Score: -3417282.500000 Penalty: 2489.135742
	Iteration 0F: 2 clusters Score -3417282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3401370.000000 Penalty: 4978.271484
	Iteration 0F: 3 clusters Score -3401370 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3407160.750000 Penalty: 4978.271484
	Iteration 1F: 3 clusters Score -3407161 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3407877.500000 Penalty: 4978.271484
	Iteration 2F: 3 clusters Score -3407878 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3408533.250000 Penalty: 4978.271484
	Iteration 3F: 3 clusters Score -3408533 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3409239.000000 Penalty: 4978.271484
	Iteration 4F: 3 clusters Score -3409239 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3409985.750000 Penalty: 4978.271484
	Iteration 5F: 3 clusters Score -3409986 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3410702.250000 Penalty: 4978.271484
	Iteration 6F: 3 clusters Score -3410702 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3411338.500000 Penalty: 4978.271484
	Iteration 7Q: 3 clusters Score -3411338 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3411920.500000 Penalty: 4978.271484
	Iteration 8Q: 3 clusters Score -3411920 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3412410.250000 Penalty: 4978.271484
	Iteration 9Q: 3 clusters Score -3412410 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3412825.750000 Penalty: 4978.271484
	Iteration 10Q: 3 clusters Score -3412826 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3413204.500000 Penalty: 4978.271484
	Iteration 11Q: 3 clusters Score -3413204 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3413574.250000 Penalty: 4978.271484
	Iteration 12Q: 3 clusters Score -3413574 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3413929.000000 Penalty: 4978.271484
	Iteration 13Q: 3 clusters Score -3413929 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3414263.500000 Penalty: 4978.271484
	Iteration 14Q: 3 clusters Score -3414264 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3414564.250000 Penalty: 4978.271484
	Iteration 15Q: 3 clusters Score -3414564 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3414821.750000 Penalty: 4978.271484
	Iteration 16Q: 3 clusters Score -3414822 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3415033.750000 Penalty: 4978.271484
	Iteration 17Q: 3 clusters Score -3415034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3415174.500000 Penalty: 4978.271484
	Iteration 18Q: 3 clusters Score -3415174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3415277.750000 Penalty: 4978.271484
	Iteration 19Q: 3 clusters Score -3415278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3415336.250000 Penalty: 4978.271484
	Iteration 20F: 3 clusters Score -3415336 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3415397.250000 Penalty: 4978.271484
	Iteration 21Q: 3 clusters Score -3415397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3415445.250000 Penalty: 4978.271484
	Iteration 22Q: 3 clusters Score -3415445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3415496.000000 Penalty: 4978.271484
	Iteration 23Q: 3 clusters Score -3415496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3415522.750000 Penalty: 4978.271484
	Iteration 24Q: 3 clusters Score -3415523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3415556.500000 Penalty: 4978.271484
	Iteration 25Q: 3 clusters Score -3415556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3415576.750000 Penalty: 4978.271484
	Iteration 26Q: 3 clusters Score -3415577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3415587.000000 Penalty: 4978.271484
	Iteration 27Q: 3 clusters Score -3415587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3415614.500000 Penalty: 4978.271484
	Iteration 28Q: 3 clusters Score -3415614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3415640.750000 Penalty: 4978.271484
	Iteration 29Q: 3 clusters Score -3415641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3415659.250000 Penalty: 4978.271484
	Iteration 30Q: 3 clusters Score -3415659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3415672.250000 Penalty: 4978.271484
	Iteration 31Q: 3 clusters Score -3415672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3415701.000000 Penalty: 4978.271484
	Iteration 32Q: 3 clusters Score -3415701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3415714.250000 Penalty: 4978.271484
	Iteration 33Q: 3 clusters Score -3415714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3415728.250000 Penalty: 4978.271484
	Iteration 34Q: 3 clusters Score -3415728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3415728.500000 Penalty: 4978.271484
	Iteration 35Q: 3 clusters Score -3415728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3415736.750000 Penalty: 4978.271484
	Iteration 36Q: 3 clusters Score -3415737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3415742.500000 Penalty: 4978.271484
	Iteration 37Q: 3 clusters Score -3415742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3415751.750000 Penalty: 4978.271484
	Iteration 38Q: 3 clusters Score -3415752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3415753.500000 Penalty: 4978.271484
	Iteration 39Q: 3 clusters Score -3415754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3415759.500000 Penalty: 4978.271484
	Iteration 40F: 3 clusters Score -3415760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3415763.250000 Penalty: 4978.271484
	Iteration 41Q: 3 clusters Score -3415763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3415761.750000 Penalty: 4978.271484
	Iteration 42Q: 3 clusters Score -3415762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3415764.750000 Penalty: 4978.271484
	Iteration 43Q: 3 clusters Score -3415765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3415769.250000 Penalty: 4978.271484
	Iteration 44Q: 3 clusters Score -3415769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3415771.250000 Penalty: 4978.271484
	Iteration 45Q: 3 clusters Score -3415771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3415776.500000 Penalty: 4978.271484
	Iteration 46Q: 3 clusters Score -3415776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3415781.500000 Penalty: 4978.271484
	Iteration 47Q: 3 clusters Score -3415782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3415786.750000 Penalty: 4978.271484
	Iteration 48Q: 3 clusters Score -3415787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3415783.000000 Penalty: 4978.271484
	Iteration 49Q: 3 clusters Score -3415783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3415787.000000 Penalty: 4978.271484
	Iteration 50Q: 3 clusters Score -3415787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3415786.500000 Penalty: 4978.271484
	Iteration 51Q: 3 clusters Score -3415786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3415786.750000 Penalty: 4978.271484
	Iteration 52Q: 3 clusters Score -3415787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3415788.750000 Penalty: 4978.271484
	Iteration 53Q: 3 clusters Score -3415789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3415789.000000 Penalty: 4978.271484
	Iteration 54Q: 3 clusters Score -3415789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3415789.000000 Penalty: 4978.271484
	Iteration 55Q: 3 clusters Score -3415789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3415791.500000 Penalty: 4978.271484
	Iteration 56Q: 3 clusters Score -3415792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3415787.000000 Penalty: 4978.271484
	Iteration 57Q: 3 clusters Score -3415787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3415789.500000 Penalty: 4978.271484
	Iteration 58Q: 3 clusters Score -3415790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3415795.250000 Penalty: 4978.271484
	Iteration 59Q: 3 clusters Score -3415795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3415798.750000 Penalty: 4978.271484
	Iteration 60F: 3 clusters Score -3415799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3415806.500000 Penalty: 4978.271484
	Iteration 61Q: 3 clusters Score -3415806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3415810.000000 Penalty: 4978.271484
	Iteration 62Q: 3 clusters Score -3415810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3415813.500000 Penalty: 4978.271484
	Iteration 63Q: 3 clusters Score -3415814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3415813.750000 Penalty: 4978.271484
	Iteration 64Q: 3 clusters Score -3415814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3415811.500000 Penalty: 4978.271484
	Iteration 65Q: 3 clusters Score -3415812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3415813.500000 Penalty: 4978.271484
	Iteration 66Q: 3 clusters Score -3415814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3415813.750000 Penalty: 4978.271484
	Iteration 67Q: 3 clusters Score -3415814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3415821.000000 Penalty: 4978.271484
	Iteration 68Q: 3 clusters Score -3415821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3415821.000000 Penalty: 4978.271484
	Iteration 69F: 3 clusters Score -3415821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -537628.812500 Penalty: 2048.473877
	Iteration 0F: 2 clusters Score -537628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -534388.937500 Penalty: 4096.947754
	Iteration 0F: 3 clusters Score -534388.9 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -536271.625000 Penalty: 4096.947754
	Iteration 1F: 3 clusters Score -536271.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -536810.812500 Penalty: 4096.947754
	Iteration 2F: 3 clusters Score -536810.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -537131.187500 Penalty: 4096.947754
	Iteration 3F: 3 clusters Score -537131.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -537406.687500 Penalty: 4096.947754
	Iteration 4F: 3 clusters Score -537406.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -537636.062500 Penalty: 4096.947754
	Iteration 5F: 3 clusters Score -537636.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -537830.187500 Penalty: 4096.947754
	Iteration 6Q: 3 clusters Score -537830.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -537993.937500 Penalty: 4096.947754
	Iteration 7Q: 3 clusters Score -537993.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -538130.062500 Penalty: 4096.947754
	Iteration 8Q: 3 clusters Score -538130.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -538264.437500 Penalty: 4096.947754
	Iteration 9Q: 3 clusters Score -538264.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -538417.187500 Penalty: 4096.947754
	Iteration 10Q: 3 clusters Score -538417.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -538533.687500 Penalty: 4096.947754
	Iteration 11Q: 3 clusters Score -538533.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -538619.750000 Penalty: 4096.947754
	Iteration 12Q: 3 clusters Score -538619.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -538670.375000 Penalty: 4096.947754
	Iteration 13Q: 3 clusters Score -538670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -538690.187500 Penalty: 4096.947754
	Iteration 14Q: 3 clusters Score -538690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -538705.937500 Penalty: 4096.947754
	Iteration 15Q: 3 clusters Score -538705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -538720.000000 Penalty: 4096.947754
	Iteration 16Q: 3 clusters Score -538720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -538729.625000 Penalty: 4096.947754
	Iteration 17Q: 3 clusters Score -538729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -538735.937500 Penalty: 4096.947754
	Iteration 18Q: 3 clusters Score -538735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -538736.062500 Penalty: 4096.947754
	Iteration 19Q: 3 clusters Score -538736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -538760.687500 Penalty: 4096.947754
	Iteration 20F: 3 clusters Score -538760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -538807.187500 Penalty: 4096.947754
	Iteration 21Q: 3 clusters Score -538807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -538899.312500 Penalty: 4096.947754
	Iteration 22Q: 3 clusters Score -538899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -538941.375000 Penalty: 4096.947754
	Iteration 23Q: 3 clusters Score -538941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -538965.375000 Penalty: 4096.947754
	Iteration 24Q: 3 clusters Score -538965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -538971.625000 Penalty: 4096.947754
	Iteration 25Q: 3 clusters Score -538971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -538981.875000 Penalty: 4096.947754
	Iteration 26F: 3 clusters Score -538981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -539014.375000 Penalty: 4096.947754
	Iteration 27Q: 3 clusters Score -539014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -539043.625000 Penalty: 4096.947754
	Iteration 28Q: 3 clusters Score -539043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -539055.125000 Penalty: 4096.947754
	Iteration 29Q: 3 clusters Score -539055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -539072.125000 Penalty: 4096.947754
	Iteration 30Q: 3 clusters Score -539072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -539078.750000 Penalty: 4096.947754
	Iteration 31Q: 3 clusters Score -539078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -539079.437500 Penalty: 4096.947754
	Iteration 32Q: 3 clusters Score -539079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -539082.562500 Penalty: 4096.947754
	Iteration 33Q: 3 clusters Score -539082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -539134.875000 Penalty: 4096.947754
	Iteration 34F: 3 clusters Score -539134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -539451.500000 Penalty: 4096.947754
	Iteration 35Q: 3 clusters Score -539451.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -539748.062500 Penalty: 4096.947754
	Iteration 36Q: 3 clusters Score -539748.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -539820.625000 Penalty: 4096.947754
	Iteration 37Q: 3 clusters Score -539820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -540001.062500 Penalty: 4096.947754
	Iteration 38Q: 3 clusters Score -540001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -540049.375000 Penalty: 4096.947754
	Iteration 39Q: 3 clusters Score -540049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -540821.187500 Penalty: 4096.947754
	Iteration 40F: 3 clusters Score -540821.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -541403.062500 Penalty: 4096.947754
	Iteration 41Q: 3 clusters Score -541403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -541425.437500 Penalty: 4096.947754
	Iteration 42Q: 3 clusters Score -541425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -541429.625000 Penalty: 4096.947754
	Iteration 43Q: 3 clusters Score -541429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -541429.625000 Penalty: 4096.947754
	Iteration 44F: 3 clusters Score -541429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 157 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Mstep: Class 34 contains 8272 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 2168 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 4967 members 
Mstep: Class 39 contains 40036 members 
Mstep: Class 40 contains 4303 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 3709 members 
Entering Unmasked Estep 
Score: -120361464.000000 Penalty: 141521.562500
Splitting cluster 29 changes total score from -120356296.000000 to -120361464.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (86512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Entering Unmasked Estep 
Score: -13623276.000000 Penalty: 2819.273438
	Iteration 0F: 2 clusters Score -1.362328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -13569501.000000 Penalty: 5638.546875
	Iteration 0F: 3 clusters Score -1.35695e+07 nChanged 40847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -13592932.000000 Penalty: 5638.546875
	Iteration 1F: 3 clusters Score -1.359293e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -13593868.000000 Penalty: 5638.546875
	Iteration 2Q: 3 clusters Score -1.359387e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -13595119.000000 Penalty: 5638.546875
	Iteration 3Q: 3 clusters Score -1.359512e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -13596527.000000 Penalty: 5638.546875
	Iteration 4Q: 3 clusters Score -1.359653e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -13598542.000000 Penalty: 5638.546875
	Iteration 5Q: 3 clusters Score -1.359854e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -13601098.000000 Penalty: 5638.546875
	Iteration 6F: 3 clusters Score -1.36011e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -13604052.000000 Penalty: 5638.546875
	Iteration 7F: 3 clusters Score -1.360405e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -13607202.000000 Penalty: 5638.546875
	Iteration 8F: 3 clusters Score -1.36072e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -13609863.000000 Penalty: 5638.546875
	Iteration 9F: 3 clusters Score -1.360986e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -13611929.000000 Penalty: 5638.546875
	Iteration 10Q: 3 clusters Score -1.361193e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -13613367.000000 Penalty: 5638.546875
	Iteration 11Q: 3 clusters Score -1.361337e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -13614606.000000 Penalty: 5638.546875
	Iteration 12Q: 3 clusters Score -1.361461e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -13615420.000000 Penalty: 5638.546875
	Iteration 13Q: 3 clusters Score -1.361542e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -13616089.000000 Penalty: 5638.546875
	Iteration 14Q: 3 clusters Score -1.361609e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -13616714.000000 Penalty: 5638.546875
	Iteration 15Q: 3 clusters Score -1.361671e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -13617269.000000 Penalty: 5638.546875
	Iteration 16Q: 3 clusters Score -1.361727e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -13617817.000000 Penalty: 5638.546875
	Iteration 17Q: 3 clusters Score -1.361782e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -13618362.000000 Penalty: 5638.546875
	Iteration 18Q: 3 clusters Score -1.361836e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -13618789.000000 Penalty: 5638.546875
	Iteration 19Q: 3 clusters Score -1.361879e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -13619166.000000 Penalty: 5638.546875
	Iteration 20F: 3 clusters Score -1.361917e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -13619509.000000 Penalty: 5638.546875
	Iteration 21Q: 3 clusters Score -1.361951e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -13619802.000000 Penalty: 5638.546875
	Iteration 22Q: 3 clusters Score -1.36198e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -13620136.000000 Penalty: 5638.546875
	Iteration 23Q: 3 clusters Score -1.362014e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -13620423.000000 Penalty: 5638.546875
	Iteration 24Q: 3 clusters Score -1.362042e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -13620652.000000 Penalty: 5638.546875
	Iteration 25Q: 3 clusters Score -1.362065e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13620807.000000 Penalty: 5638.546875
	Iteration 26Q: 3 clusters Score -1.362081e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -13621003.000000 Penalty: 5638.546875
	Iteration 27Q: 3 clusters Score -1.3621e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -13621136.000000 Penalty: 5638.546875
	Iteration 28Q: 3 clusters Score -1.362114e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -13621197.000000 Penalty: 5638.546875
	Iteration 29Q: 3 clusters Score -1.36212e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13621195.000000 Penalty: 5638.546875
	Iteration 30Q: 3 clusters Score -1.36212e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13621245.000000 Penalty: 5638.546875
	Iteration 31Q: 3 clusters Score -1.362124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -13621247.000000 Penalty: 5638.546875
	Iteration 32Q: 3 clusters Score -1.362125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -13621253.000000 Penalty: 5638.546875
	Iteration 33Q: 3 clusters Score -1.362125e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -13621312.000000 Penalty: 5638.546875
	Iteration 34Q: 3 clusters Score -1.362131e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -13621339.000000 Penalty: 5638.546875
	Iteration 35Q: 3 clusters Score -1.362134e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83496 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -13621391.000000 Penalty: 5638.546875
	Iteration 36Q: 3 clusters Score -1.362139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -13621416.000000 Penalty: 5638.546875
	Iteration 37Q: 3 clusters Score -1.362142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -13621409.000000 Penalty: 5638.546875
	Iteration 38Q: 3 clusters Score -1.362141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13621407.000000 Penalty: 5638.546875
	Iteration 39Q: 3 clusters Score -1.362141e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -13621426.000000 Penalty: 5638.546875
	Iteration 40F: 3 clusters Score -1.362143e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -13621438.000000 Penalty: 5638.546875
	Iteration 41Q: 3 clusters Score -1.362144e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -13621455.000000 Penalty: 5638.546875
	Iteration 42Q: 3 clusters Score -1.362146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13621463.000000 Penalty: 5638.546875
	Iteration 43Q: 3 clusters Score -1.362146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -13621478.000000 Penalty: 5638.546875
	Iteration 44Q: 3 clusters Score -1.362148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13621504.000000 Penalty: 5638.546875
	Iteration 45Q: 3 clusters Score -1.36215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13621495.000000 Penalty: 5638.546875
	Iteration 46Q: 3 clusters Score -1.36215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13621518.000000 Penalty: 5638.546875
	Iteration 47Q: 3 clusters Score -1.362152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -13621507.000000 Penalty: 5638.546875
	Iteration 48Q: 3 clusters Score -1.362151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -13621522.000000 Penalty: 5638.546875
	Iteration 49Q: 3 clusters Score -1.362152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -13621533.000000 Penalty: 5638.546875
	Iteration 50Q: 3 clusters Score -1.362153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13621552.000000 Penalty: 5638.546875
	Iteration 51Q: 3 clusters Score -1.362155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -13621575.000000 Penalty: 5638.546875
	Iteration 52Q: 3 clusters Score -1.362158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13621573.000000 Penalty: 5638.546875
	Iteration 53Q: 3 clusters Score -1.362157e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13621591.000000 Penalty: 5638.546875
	Iteration 54Q: 3 clusters Score -1.362159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13621599.000000 Penalty: 5638.546875
	Iteration 55Q: 3 clusters Score -1.36216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13621577.000000 Penalty: 5638.546875
	Iteration 56Q: 3 clusters Score -1.362158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13621595.000000 Penalty: 5638.546875
	Iteration 57Q: 3 clusters Score -1.36216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13621584.000000 Penalty: 5638.546875
	Iteration 58Q: 3 clusters Score -1.362158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -13621587.000000 Penalty: 5638.546875
	Iteration 59Q: 3 clusters Score -1.362159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13621592.000000 Penalty: 5638.546875
	Iteration 60F: 3 clusters Score -1.362159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13621615.000000 Penalty: 5638.546875
	Iteration 61Q: 3 clusters Score -1.362162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13621612.000000 Penalty: 5638.546875
	Iteration 62Q: 3 clusters Score -1.362161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13621625.000000 Penalty: 5638.546875
	Iteration 63Q: 3 clusters Score -1.362162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13621617.000000 Penalty: 5638.546875
	Iteration 64Q: 3 clusters Score -1.362162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13621625.000000 Penalty: 5638.546875
	Iteration 65Q: 3 clusters Score -1.362162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13621609.000000 Penalty: 5638.546875
	Iteration 66Q: 3 clusters Score -1.362161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13621621.000000 Penalty: 5638.546875
	Iteration 67Q: 3 clusters Score -1.362162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -13621620.000000 Penalty: 5638.546875
	Iteration 68Q: 3 clusters Score -1.362162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13621624.000000 Penalty: 5638.546875
	Iteration 69Q: 3 clusters Score -1.362162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13621610.000000 Penalty: 5638.546875
	Iteration 70Q: 3 clusters Score -1.362161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -13621613.000000 Penalty: 5638.546875
	Iteration 71Q: 3 clusters Score -1.362161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13621613.000000 Penalty: 5638.546875
	Iteration 72Q: 3 clusters Score -1.362161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13621620.000000 Penalty: 5638.546875
	Iteration 73Q: 3 clusters Score -1.362162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13621647.000000 Penalty: 5638.546875
	Iteration 74Q: 3 clusters Score -1.362165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13621634.000000 Penalty: 5638.546875
	Iteration 75Q: 3 clusters Score -1.362163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -13621638.000000 Penalty: 5638.546875
	Iteration 76Q: 3 clusters Score -1.362164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13621643.000000 Penalty: 5638.546875
	Iteration 77Q: 3 clusters Score -1.362164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -13621643.000000 Penalty: 5638.546875
	Iteration 78Q: 3 clusters Score -1.362164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13621643.000000 Penalty: 5638.546875
	Iteration 79Q: 3 clusters Score -1.362164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13621643.000000 Penalty: 5638.546875
	Iteration 80F: 3 clusters Score -1.362164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -43743.941406 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -43743.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42510.222656 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -42510.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42591.683594 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -42591.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42622.476562 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -42622.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42628.914062 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -42628.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42634.085938 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -42634.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42634.085938 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -42634.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Entering Unmasked Estep 
Score: -2348856.500000 Penalty: 2384.835449
	Iteration 0F: 2 clusters Score -2348856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2338048.000000 Penalty: 4769.670898
	Iteration 0F: 3 clusters Score -2338048 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2342687.250000 Penalty: 4769.670898
	Iteration 1F: 3 clusters Score -2342687 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2344563.250000 Penalty: 4769.670898
	Iteration 2F: 3 clusters Score -2344563 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2346175.750000 Penalty: 4769.670898
	Iteration 3F: 3 clusters Score -2346176 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2346940.750000 Penalty: 4769.670898
	Iteration 4F: 3 clusters Score -2346941 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2347216.250000 Penalty: 4769.670898
	Iteration 5Q: 3 clusters Score -2347216 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2347330.750000 Penalty: 4769.670898
	Iteration 6Q: 3 clusters Score -2347331 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2347386.000000 Penalty: 4769.670898
	Iteration 7Q: 3 clusters Score -2347386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2347411.750000 Penalty: 4769.670898
	Iteration 8Q: 3 clusters Score -2347412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2347416.000000 Penalty: 4769.670898
	Iteration 9Q: 3 clusters Score -2347416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2347426.000000 Penalty: 4769.670898
	Iteration 10Q: 3 clusters Score -2347426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2347438.500000 Penalty: 4769.670898
	Iteration 11Q: 3 clusters Score -2347438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2347440.250000 Penalty: 4769.670898
	Iteration 12Q: 3 clusters Score -2347440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2347439.750000 Penalty: 4769.670898
	Iteration 13Q: 3 clusters Score -2347440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2347440.000000 Penalty: 4769.670898
	Iteration 14Q: 3 clusters Score -2347440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2347438.250000 Penalty: 4769.670898
	Iteration 15Q: 3 clusters Score -2347438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2347443.500000 Penalty: 4769.670898
	Iteration 16Q: 3 clusters Score -2347444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2347441.250000 Penalty: 4769.670898
	Iteration 17Q: 3 clusters Score -2347441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2347439.250000 Penalty: 4769.670898
	Iteration 18Q: 3 clusters Score -2347439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2347437.500000 Penalty: 4769.670898
	Iteration 19Q: 3 clusters Score -2347438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2347440.500000 Penalty: 4769.670898
	Iteration 20F: 3 clusters Score -2347440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2347441.750000 Penalty: 4769.670898
	Iteration 21Q: 3 clusters Score -2347442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2347441.500000 Penalty: 4769.670898
	Iteration 22Q: 3 clusters Score -2347442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2347445.000000 Penalty: 4769.670898
	Iteration 23Q: 3 clusters Score -2347445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2347443.750000 Penalty: 4769.670898
	Iteration 24Q: 3 clusters Score -2347444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2347445.250000 Penalty: 4769.670898
	Iteration 25Q: 3 clusters Score -2347445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2347445.000000 Penalty: 4769.670898
	Iteration 26Q: 3 clusters Score -2347445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2347444.500000 Penalty: 4769.670898
	Iteration 27Q: 3 clusters Score -2347444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2347444.750000 Penalty: 4769.670898
	Iteration 28Q: 3 clusters Score -2347445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2347443.000000 Penalty: 4769.670898
	Iteration 29Q: 3 clusters Score -2347443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2347444.500000 Penalty: 4769.670898
	Iteration 30Q: 3 clusters Score -2347444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2347444.500000 Penalty: 4769.670898
	Iteration 31F: 3 clusters Score -2347444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Entering Unmasked Estep 
Score: -1763470.125000 Penalty: 2324.179932
	Iteration 0F: 2 clusters Score -1763470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1754729.500000 Penalty: 4648.359863
	Iteration 0F: 3 clusters Score -1754730 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1757550.125000 Penalty: 4648.359863
	Iteration 1F: 3 clusters Score -1757550 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1758132.500000 Penalty: 4648.359863
	Iteration 2F: 3 clusters Score -1758132 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1758729.000000 Penalty: 4648.359863
	Iteration 3F: 3 clusters Score -1758729 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1759359.625000 Penalty: 4648.359863
	Iteration 4F: 3 clusters Score -1759360 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1759912.750000 Penalty: 4648.359863
	Iteration 5F: 3 clusters Score -1759913 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1760262.500000 Penalty: 4648.359863
	Iteration 6F: 3 clusters Score -1760262 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1760544.875000 Penalty: 4648.359863
	Iteration 7Q: 3 clusters Score -1760545 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1760753.500000 Penalty: 4648.359863
	Iteration 8Q: 3 clusters Score -1760754 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1760920.625000 Penalty: 4648.359863
	Iteration 9Q: 3 clusters Score -1760921 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1761059.875000 Penalty: 4648.359863
	Iteration 10Q: 3 clusters Score -1761060 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1761170.750000 Penalty: 4648.359863
	Iteration 11Q: 3 clusters Score -1761171 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1761278.125000 Penalty: 4648.359863
	Iteration 12Q: 3 clusters Score -1761278 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1761373.625000 Penalty: 4648.359863
	Iteration 13Q: 3 clusters Score -1761374 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1761453.875000 Penalty: 4648.359863
	Iteration 14Q: 3 clusters Score -1761454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1761520.875000 Penalty: 4648.359863
	Iteration 15Q: 3 clusters Score -1761521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1761569.000000 Penalty: 4648.359863
	Iteration 16Q: 3 clusters Score -1761569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1761601.000000 Penalty: 4648.359863
	Iteration 17Q: 3 clusters Score -1761601 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1761641.625000 Penalty: 4648.359863
	Iteration 18Q: 3 clusters Score -1761642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1761669.500000 Penalty: 4648.359863
	Iteration 19Q: 3 clusters Score -1761670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1761689.000000 Penalty: 4648.359863
	Iteration 20F: 3 clusters Score -1761689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1761714.875000 Penalty: 4648.359863
	Iteration 21Q: 3 clusters Score -1761715 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1761740.625000 Penalty: 4648.359863
	Iteration 22Q: 3 clusters Score -1761741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1761768.875000 Penalty: 4648.359863
	Iteration 23Q: 3 clusters Score -1761769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1761794.625000 Penalty: 4648.359863
	Iteration 24Q: 3 clusters Score -1761795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1761805.250000 Penalty: 4648.359863
	Iteration 25Q: 3 clusters Score -1761805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1761824.250000 Penalty: 4648.359863
	Iteration 26Q: 3 clusters Score -1761824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1761835.750000 Penalty: 4648.359863
	Iteration 27Q: 3 clusters Score -1761836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1761845.250000 Penalty: 4648.359863
	Iteration 28Q: 3 clusters Score -1761845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1761858.500000 Penalty: 4648.359863
	Iteration 29Q: 3 clusters Score -1761858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1761863.875000 Penalty: 4648.359863
	Iteration 30Q: 3 clusters Score -1761864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1761870.750000 Penalty: 4648.359863
	Iteration 31Q: 3 clusters Score -1761871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1761877.375000 Penalty: 4648.359863
	Iteration 32Q: 3 clusters Score -1761877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1761882.875000 Penalty: 4648.359863
	Iteration 33Q: 3 clusters Score -1761883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1761879.625000 Penalty: 4648.359863
	Iteration 34Q: 3 clusters Score -1761880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1761888.750000 Penalty: 4648.359863
	Iteration 35Q: 3 clusters Score -1761889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1761896.750000 Penalty: 4648.359863
	Iteration 36Q: 3 clusters Score -1761897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1761896.500000 Penalty: 4648.359863
	Iteration 37Q: 3 clusters Score -1761896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1761898.875000 Penalty: 4648.359863
	Iteration 38Q: 3 clusters Score -1761899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1761900.625000 Penalty: 4648.359863
	Iteration 39Q: 3 clusters Score -1761901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1761901.875000 Penalty: 4648.359863
	Iteration 40F: 3 clusters Score -1761902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1761905.625000 Penalty: 4648.359863
	Iteration 41Q: 3 clusters Score -1761906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1761906.750000 Penalty: 4648.359863
	Iteration 42Q: 3 clusters Score -1761907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1761906.625000 Penalty: 4648.359863
	Iteration 43Q: 3 clusters Score -1761907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1761908.750000 Penalty: 4648.359863
	Iteration 44Q: 3 clusters Score -1761909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1761913.000000 Penalty: 4648.359863
	Iteration 45Q: 3 clusters Score -1761913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1761911.125000 Penalty: 4648.359863
	Iteration 46Q: 3 clusters Score -1761911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1761909.625000 Penalty: 4648.359863
	Iteration 47Q: 3 clusters Score -1761910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1761911.625000 Penalty: 4648.359863
	Iteration 48Q: 3 clusters Score -1761912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1761910.750000 Penalty: 4648.359863
	Iteration 49Q: 3 clusters Score -1761911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1761909.000000 Penalty: 4648.359863
	Iteration 50Q: 3 clusters Score -1761909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1761909.000000 Penalty: 4648.359863
	Iteration 51F: 3 clusters Score -1761909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 68076 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 36748 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 54091 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 2219 members 
Mstep: Class 18 contains 104275 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 56599 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 157 members 
Mstep: Class 30 contains 86512 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15007 members 
Mstep: Class 33 contains 11751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120365296.000000 Penalty: 141521.562500
Iteration 79Q: 43 clusters Score -1.203653e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 45233 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 68304 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 36610 members 
Mstep: Class 8 contains 47505 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 17624 members 
Mstep: Class 11 contains 23303 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43737 members 
Mstep: Class 14 contains 54143 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 104283 members 
Mstep: Class 19 contains 28197 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 12080 members 
Mstep: Class 22 contains 4548 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 1097 members 
Mstep: Class 25 contains 56598 members 
Mstep: Class 26 contains 363 members 
Mstep: Class 27 contains 16687 members 
Mstep: Class 28 contains 22913 members 
Mstep: Class 29 contains 155 members 
Mstep: Class 30 contains 86639 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15109 members 
Mstep: Class 33 contains 11875 members 
Mstep: Class 34 contains 7846 members 
Mstep: Class 35 contains 283 members 
Mstep: Class 36 contains 2150 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 4774 members 
Mstep: Class 39 contains 39202 members 
Mstep: Class 40 contains 3999 members 
Mstep: Class 41 contains 1049 members 
Mstep: Class 42 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370832.000000 Penalty: 141521.562500
Iteration 80F: 43 clusters Score -1.203708e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 44688 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 67705 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 47435 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 23122 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43786 members 
Mstep: Class 14 contains 54030 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 103986 members 
Mstep: Class 19 contains 27685 members 
Mstep: Class 20 contains 4059 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56528 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 16654 members 
Mstep: Class 28 contains 22780 members 
Mstep: Class 29 contains 169 members 
Mstep: Class 30 contains 86487 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 8294 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 2352 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 39156 members 
Mstep: Class 40 contains 4593 members 
Mstep: Class 41 contains 1100 members 
Mstep: Class 42 contains 4571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374296.000000 Penalty: 141521.562500
Iteration 81Q: 43 clusters Score -1.203743e+08 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 44215 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 67222 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 36338 members 
Mstep: Class 8 contains 47358 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 17754 members 
Mstep: Class 11 contains 23075 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43832 members 
Mstep: Class 14 contains 54008 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 103810 members 
Mstep: Class 19 contains 27304 members 
Mstep: Class 20 contains 4116 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 6409 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56458 members 
Mstep: Class 26 contains 342 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 22708 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 86386 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15103 members 
Mstep: Class 33 contains 11930 members 
Mstep: Class 34 contains 8461 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2407 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 5324 members 
Mstep: Class 39 contains 39070 members 
Mstep: Class 40 contains 4927 members 
Mstep: Class 41 contains 1111 members 
Mstep: Class 42 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120375872.000000 Penalty: 141521.562500
Iteration 82Q: 43 clusters Score -1.203759e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 43770 members 
Mstep: Class 4 contains 6396 members 
Mstep: Class 5 contains 66816 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 36261 members 
Mstep: Class 8 contains 47304 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 17841 members 
Mstep: Class 11 contains 23049 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43894 members 
Mstep: Class 14 contains 54018 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 103700 members 
Mstep: Class 19 contains 26964 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 6325 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 56383 members 
Mstep: Class 26 contains 339 members 
Mstep: Class 27 contains 16650 members 
Mstep: Class 28 contains 22659 members 
Mstep: Class 29 contains 169 members 
Mstep: Class 30 contains 86335 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15119 members 
Mstep: Class 33 contains 11992 members 
Mstep: Class 34 contains 8557 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5436 members 
Mstep: Class 39 contains 38974 members 
Mstep: Class 40 contains 5145 members 
Mstep: Class 41 contains 1112 members 
Mstep: Class 42 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120376720.000000 Penalty: 141521.562500
Iteration 83Q: 43 clusters Score -1.203767e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 43321 members 
Mstep: Class 4 contains 6406 members 
Mstep: Class 5 contains 66487 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 47264 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 17929 members 
Mstep: Class 11 contains 23044 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 43958 members 
Mstep: Class 14 contains 54013 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 103645 members 
Mstep: Class 19 contains 26673 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 12082 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 56341 members 
Mstep: Class 26 contains 338 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22616 members 
Mstep: Class 29 contains 172 members 
Mstep: Class 30 contains 86304 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15131 members 
Mstep: Class 33 contains 12049 members 
Mstep: Class 34 contains 8605 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 2430 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5507 members 
Mstep: Class 39 contains 38887 members 
Mstep: Class 40 contains 5305 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120377584.000000 Penalty: 141521.562500
Iteration 84Q: 43 clusters Score -1.203776e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 42839 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 66182 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36170 members 
Mstep: Class 8 contains 47229 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 18027 members 
Mstep: Class 11 contains 23033 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44019 members 
Mstep: Class 14 contains 54029 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 103609 members 
Mstep: Class 19 contains 26469 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 12119 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 6241 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56308 members 
Mstep: Class 26 contains 333 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 22579 members 
Mstep: Class 29 contains 174 members 
Mstep: Class 30 contains 86281 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15140 members 
Mstep: Class 33 contains 12100 members 
Mstep: Class 34 contains 8660 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2429 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5554 members 
Mstep: Class 39 contains 38819 members 
Mstep: Class 40 contains 5381 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378232.000000 Penalty: 141521.562500
Iteration 85Q: 43 clusters Score -1.203782e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 42379 members 
Mstep: Class 4 contains 6415 members 
Mstep: Class 5 contains 65919 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36141 members 
Mstep: Class 8 contains 47192 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 18119 members 
Mstep: Class 11 contains 23040 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44069 members 
Mstep: Class 14 contains 54037 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 103604 members 
Mstep: Class 19 contains 26309 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56287 members 
Mstep: Class 26 contains 332 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 22546 members 
Mstep: Class 29 contains 174 members 
Mstep: Class 30 contains 86264 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15147 members 
Mstep: Class 33 contains 12125 members 
Mstep: Class 34 contains 8698 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5593 members 
Mstep: Class 39 contains 38756 members 
Mstep: Class 40 contains 5435 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378392.000000 Penalty: 141521.562500
Iteration 86Q: 43 clusters Score -1.203784e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 41983 members 
Mstep: Class 4 contains 6416 members 
Mstep: Class 5 contains 65689 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 36121 members 
Mstep: Class 8 contains 47173 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 18181 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44103 members 
Mstep: Class 14 contains 54047 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 103602 members 
Mstep: Class 19 contains 26151 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56266 members 
Mstep: Class 26 contains 332 members 
Mstep: Class 27 contains 16664 members 
Mstep: Class 28 contains 22519 members 
Mstep: Class 29 contains 176 members 
Mstep: Class 30 contains 86277 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15147 members 
Mstep: Class 33 contains 12158 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5619 members 
Mstep: Class 39 contains 38718 members 
Mstep: Class 40 contains 5479 members 
Mstep: Class 41 contains 1119 members 
Mstep: Class 42 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378784.000000 Penalty: 141521.562500
Iteration 87Q: 43 clusters Score -1.203788e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 41619 members 
Mstep: Class 4 contains 6426 members 
Mstep: Class 5 contains 65478 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 36092 members 
Mstep: Class 8 contains 47154 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 18240 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44123 members 
Mstep: Class 14 contains 54057 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 3920 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 103592 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 12306 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 331 members 
Mstep: Class 27 contains 16679 members 
Mstep: Class 28 contains 22503 members 
Mstep: Class 29 contains 178 members 
Mstep: Class 30 contains 86301 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 12183 members 
Mstep: Class 34 contains 8731 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5642 members 
Mstep: Class 39 contains 38661 members 
Mstep: Class 40 contains 5491 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379176.000000 Penalty: 141521.562500
Iteration 88Q: 43 clusters Score -1.203792e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 41308 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 65267 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36073 members 
Mstep: Class 8 contains 47157 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 18294 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 54095 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4055 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 103585 members 
Mstep: Class 19 contains 25914 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 12342 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 6185 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56251 members 
Mstep: Class 26 contains 328 members 
Mstep: Class 27 contains 16685 members 
Mstep: Class 28 contains 22478 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 86309 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15165 members 
Mstep: Class 33 contains 12210 members 
Mstep: Class 34 contains 8733 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5664 members 
Mstep: Class 39 contains 38598 members 
Mstep: Class 40 contains 5512 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 8716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379376.000000 Penalty: 141521.562500
Iteration 89Q: 43 clusters Score -1.203794e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1227 members 
Mstep: Class 3 contains 41017 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 65074 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 47155 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 18343 members 
Mstep: Class 11 contains 23046 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44180 members 
Mstep: Class 14 contains 54114 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 25787 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 12381 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 6182 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 327 members 
Mstep: Class 27 contains 16682 members 
Mstep: Class 28 contains 22455 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 86321 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15167 members 
Mstep: Class 33 contains 12229 members 
Mstep: Class 34 contains 8740 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5693 members 
Mstep: Class 39 contains 38573 members 
Mstep: Class 40 contains 5546 members 
Mstep: Class 41 contains 1124 members 
Mstep: Class 42 contains 9019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379696.000000 Penalty: 141521.562500
Iteration 90Q: 43 clusters Score -1.203797e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 40735 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 64851 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 36056 members 
Mstep: Class 8 contains 47165 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 18388 members 
Mstep: Class 11 contains 23048 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44205 members 
Mstep: Class 14 contains 54134 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 25684 members 
Mstep: Class 20 contains 4378 members 
Mstep: Class 21 contains 12420 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 6189 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56237 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 16677 members 
Mstep: Class 28 contains 22439 members 
Mstep: Class 29 contains 186 members 
Mstep: Class 30 contains 86325 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15181 members 
Mstep: Class 33 contains 12258 members 
Mstep: Class 34 contains 8758 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5717 members 
Mstep: Class 39 contains 38531 members 
Mstep: Class 40 contains 5588 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379656.000000 Penalty: 141521.562500
Iteration 91Q: 43 clusters Score -1.203797e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 40495 members 
Mstep: Class 4 contains 6463 members 
Mstep: Class 5 contains 64634 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 36061 members 
Mstep: Class 8 contains 47158 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 18433 members 
Mstep: Class 11 contains 23056 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44229 members 
Mstep: Class 14 contains 54153 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 103577 members 
Mstep: Class 19 contains 25596 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 21 contains 12465 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56228 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 22426 members 
Mstep: Class 29 contains 189 members 
Mstep: Class 30 contains 86333 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15192 members 
Mstep: Class 33 contains 12283 members 
Mstep: Class 34 contains 8780 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 38500 members 
Mstep: Class 40 contains 5666 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379696.000000 Penalty: 141521.562500
Iteration 92Q: 43 clusters Score -1.203797e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 40288 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 64465 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 36063 members 
Mstep: Class 8 contains 47149 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44255 members 
Mstep: Class 14 contains 54170 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 25493 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 6203 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56226 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 22409 members 
Mstep: Class 29 contains 191 members 
Mstep: Class 30 contains 86350 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15195 members 
Mstep: Class 33 contains 12303 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5740 members 
Mstep: Class 39 contains 38467 members 
Mstep: Class 40 contains 5722 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 9690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379648.000000 Penalty: 141521.562500
Iteration 93Q: 43 clusters Score -1.203796e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1256 members 
Mstep: Class 3 contains 40095 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 64313 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 36063 members 
Mstep: Class 8 contains 47150 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 23054 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44276 members 
Mstep: Class 14 contains 54169 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4423 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 103575 members 
Mstep: Class 19 contains 25394 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 12567 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56230 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 16656 members 
Mstep: Class 28 contains 22409 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 86368 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15201 members 
Mstep: Class 33 contains 12335 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5758 members 
Mstep: Class 39 contains 38433 members 
Mstep: Class 40 contains 5774 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380120.000000 Penalty: 141521.562500
Iteration 94Q: 43 clusters Score -1.203801e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 39941 members 
Mstep: Class 4 contains 6489 members 
Mstep: Class 5 contains 64179 members 
Mstep: Class 6 contains 492 members 
Mstep: Class 7 contains 36054 members 
Mstep: Class 8 contains 47140 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 18563 members 
Mstep: Class 11 contains 23058 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44296 members 
Mstep: Class 14 contains 54175 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 25305 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 6214 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56234 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 16651 members 
Mstep: Class 28 contains 22398 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 86384 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15199 members 
Mstep: Class 33 contains 12368 members 
Mstep: Class 34 contains 8811 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5769 members 
Mstep: Class 39 contains 38401 members 
Mstep: Class 40 contains 5807 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 10035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380024.000000 Penalty: 141521.562500
Iteration 95Q: 43 clusters Score -1.2038e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 39796 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 64046 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 47135 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 23069 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44309 members 
Mstep: Class 14 contains 54186 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4488 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 103579 members 
Mstep: Class 19 contains 25211 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 12661 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56232 members 
Mstep: Class 26 contains 324 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22388 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 86395 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15195 members 
Mstep: Class 33 contains 12398 members 
Mstep: Class 34 contains 8813 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2438 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 5779 members 
Mstep: Class 39 contains 38390 members 
Mstep: Class 40 contains 5835 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 10186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380160.000000 Penalty: 141521.562500
Iteration 96Q: 43 clusters Score -1.203802e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 39629 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 63928 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 36032 members 
Mstep: Class 8 contains 47124 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 18628 members 
Mstep: Class 11 contains 23074 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44327 members 
Mstep: Class 14 contains 54196 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 25149 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56236 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 22380 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 86398 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15191 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 8824 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 5794 members 
Mstep: Class 39 contains 38383 members 
Mstep: Class 40 contains 5855 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380168.000000 Penalty: 141521.562500
Iteration 97Q: 43 clusters Score -1.203802e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 39485 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 63830 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 36025 members 
Mstep: Class 8 contains 47112 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 23083 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44348 members 
Mstep: Class 14 contains 54193 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 25066 members 
Mstep: Class 20 contains 4406 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56243 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 22376 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 86416 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15195 members 
Mstep: Class 33 contains 12473 members 
Mstep: Class 34 contains 8833 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 5811 members 
Mstep: Class 39 contains 38374 members 
Mstep: Class 40 contains 5871 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380128.000000 Penalty: 141521.562500
Iteration 98Q: 43 clusters Score -1.203801e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 39353 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 63742 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 47102 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 23095 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44366 members 
Mstep: Class 14 contains 54196 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4557 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 103579 members 
Mstep: Class 19 contains 24997 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 12792 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22381 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 86425 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15197 members 
Mstep: Class 33 contains 12504 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5823 members 
Mstep: Class 39 contains 38366 members 
Mstep: Class 40 contains 5885 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380368.000000 Penalty: 141521.562500
Iteration 99Q: 43 clusters Score -1.203804e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 39231 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 63665 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 36004 members 
Mstep: Class 8 contains 47108 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 23099 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44381 members 
Mstep: Class 14 contains 54192 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 24922 members 
Mstep: Class 20 contains 4416 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56240 members 
Mstep: Class 26 contains 323 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 22379 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 86436 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15200 members 
Mstep: Class 33 contains 12544 members 
Mstep: Class 34 contains 8832 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5835 members 
Mstep: Class 39 contains 38353 members 
Mstep: Class 40 contains 5913 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380688.000000 Penalty: 141521.562500
Iteration 100F: 43 clusters Score -1.203807e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 39065 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 63589 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 35975 members 
Mstep: Class 8 contains 47099 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 18698 members 
Mstep: Class 11 contains 23100 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 54183 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 103571 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 12890 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6236 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56244 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 22386 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 86456 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15200 members 
Mstep: Class 33 contains 12575 members 
Mstep: Class 34 contains 8822 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 2438 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5840 members 
Mstep: Class 39 contains 38345 members 
Mstep: Class 40 contains 5935 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380920.000000 Penalty: 141521.562500
Iteration 101Q: 43 clusters Score -1.203809e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 38925 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 63526 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 35931 members 
Mstep: Class 8 contains 47076 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 23102 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44397 members 
Mstep: Class 14 contains 54182 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4789 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 19 contains 24817 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 12927 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56252 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 22388 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86477 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15199 members 
Mstep: Class 33 contains 12615 members 
Mstep: Class 34 contains 8815 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 2439 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5847 members 
Mstep: Class 39 contains 38322 members 
Mstep: Class 40 contains 5938 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 10815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380968.000000 Penalty: 141521.562500
Iteration 102Q: 43 clusters Score -1.20381e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 38789 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 63468 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 35878 members 
Mstep: Class 8 contains 47063 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 18719 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44410 members 
Mstep: Class 14 contains 54163 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 103561 members 
Mstep: Class 19 contains 24760 members 
Mstep: Class 20 contains 4439 members 
Mstep: Class 21 contains 12948 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 6242 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56255 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22389 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86513 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15202 members 
Mstep: Class 33 contains 12642 members 
Mstep: Class 34 contains 8807 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 2440 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5859 members 
Mstep: Class 39 contains 38304 members 
Mstep: Class 40 contains 5951 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380984.000000 Penalty: 141521.562500
Iteration 103Q: 43 clusters Score -1.20381e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 38664 members 
Mstep: Class 4 contains 6511 members 
Mstep: Class 5 contains 63432 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 35833 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 18737 members 
Mstep: Class 11 contains 23095 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44421 members 
Mstep: Class 14 contains 54162 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103561 members 
Mstep: Class 19 contains 24706 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 12953 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56256 members 
Mstep: Class 26 contains 312 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22378 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 86527 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15198 members 
Mstep: Class 33 contains 12678 members 
Mstep: Class 34 contains 8804 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5866 members 
Mstep: Class 39 contains 38287 members 
Mstep: Class 40 contains 5959 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 10928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381048.000000 Penalty: 141521.562500
Iteration 104Q: 43 clusters Score -1.20381e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 38527 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 63395 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 35795 members 
Mstep: Class 8 contains 47042 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 18759 members 
Mstep: Class 11 contains 23099 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44425 members 
Mstep: Class 14 contains 54151 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 19 contains 24660 members 
Mstep: Class 20 contains 4450 members 
Mstep: Class 21 contains 12976 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6246 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56253 members 
Mstep: Class 26 contains 310 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 22371 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86536 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15196 members 
Mstep: Class 33 contains 12702 members 
Mstep: Class 34 contains 8804 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5873 members 
Mstep: Class 39 contains 38273 members 
Mstep: Class 40 contains 5967 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 10971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381048.000000 Penalty: 141521.562500
Iteration 105Q: 43 clusters Score -1.20381e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 38400 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 63370 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 7 contains 35764 members 
Mstep: Class 8 contains 47041 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 18779 members 
Mstep: Class 11 contains 23102 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44417 members 
Mstep: Class 14 contains 54137 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103572 members 
Mstep: Class 19 contains 24619 members 
Mstep: Class 20 contains 4451 members 
Mstep: Class 21 contains 13004 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56253 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 22368 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86555 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15197 members 
Mstep: Class 33 contains 12715 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5883 members 
Mstep: Class 39 contains 38250 members 
Mstep: Class 40 contains 5975 members 
Mstep: Class 41 contains 1132 members 
Mstep: Class 42 contains 11020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381080.000000 Penalty: 141521.562500
Iteration 106Q: 43 clusters Score -1.203811e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 38287 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 63358 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 35739 members 
Mstep: Class 8 contains 47042 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 23099 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44422 members 
Mstep: Class 14 contains 54130 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 103573 members 
Mstep: Class 19 contains 24586 members 
Mstep: Class 20 contains 4456 members 
Mstep: Class 21 contains 13030 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56246 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 22365 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86566 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15193 members 
Mstep: Class 33 contains 12723 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5892 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 5973 members 
Mstep: Class 41 contains 1132 members 
Mstep: Class 42 contains 11051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381336.000000 Penalty: 141521.562500
Iteration 107Q: 43 clusters Score -1.203813e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 38144 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 63354 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 35713 members 
Mstep: Class 8 contains 47044 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 18800 members 
Mstep: Class 11 contains 23100 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44430 members 
Mstep: Class 14 contains 54111 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 19 contains 24557 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 21 contains 13043 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 22369 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86591 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15189 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5897 members 
Mstep: Class 39 contains 38223 members 
Mstep: Class 40 contains 5974 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381496.000000 Penalty: 141521.562500
Iteration 108Q: 43 clusters Score -1.203815e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 38017 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 63342 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 35694 members 
Mstep: Class 8 contains 47041 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 23106 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44438 members 
Mstep: Class 14 contains 54095 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 24512 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 6238 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56238 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 22360 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86614 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15186 members 
Mstep: Class 33 contains 12774 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5902 members 
Mstep: Class 39 contains 38213 members 
Mstep: Class 40 contains 5989 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381472.000000 Penalty: 141521.562500
Iteration 109Q: 43 clusters Score -1.203815e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37894 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 63321 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 35668 members 
Mstep: Class 8 contains 47032 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 11 contains 23105 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44448 members 
Mstep: Class 14 contains 54075 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 103582 members 
Mstep: Class 19 contains 24474 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 21 contains 13079 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56234 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 22354 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86643 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15181 members 
Mstep: Class 33 contains 12793 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5907 members 
Mstep: Class 39 contains 38205 members 
Mstep: Class 40 contains 5999 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381432.000000 Penalty: 141521.562500
Iteration 110Q: 43 clusters Score -1.203814e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 37773 members 
Mstep: Class 4 contains 6530 members 
Mstep: Class 5 contains 63312 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 35647 members 
Mstep: Class 8 contains 47028 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 18829 members 
Mstep: Class 11 contains 23110 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44463 members 
Mstep: Class 14 contains 54050 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 24431 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 21 contains 13095 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56224 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 22353 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86675 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15180 members 
Mstep: Class 33 contains 12811 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5914 members 
Mstep: Class 39 contains 38188 members 
Mstep: Class 40 contains 6006 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381472.000000 Penalty: 141521.562500
Iteration 111Q: 43 clusters Score -1.203815e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37660 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 63294 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35627 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 18850 members 
Mstep: Class 11 contains 23124 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44467 members 
Mstep: Class 14 contains 54034 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 24371 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 21 contains 13116 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6241 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56212 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 22352 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86695 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15176 members 
Mstep: Class 33 contains 12837 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5920 members 
Mstep: Class 39 contains 38170 members 
Mstep: Class 40 contains 6009 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381840.000000 Penalty: 141521.562500
Iteration 112Q: 43 clusters Score -1.203818e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37537 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 63280 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35612 members 
Mstep: Class 8 contains 47011 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 18860 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44480 members 
Mstep: Class 14 contains 54025 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 24326 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 56208 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86709 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15174 members 
Mstep: Class 33 contains 12866 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5923 members 
Mstep: Class 39 contains 38149 members 
Mstep: Class 40 contains 6011 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381800.000000 Penalty: 141521.562500
Iteration 113Q: 43 clusters Score -1.203818e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37427 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 63256 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35600 members 
Mstep: Class 8 contains 47011 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 18875 members 
Mstep: Class 11 contains 23139 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44490 members 
Mstep: Class 14 contains 54020 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 24276 members 
Mstep: Class 20 contains 4467 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 56208 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 22351 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86714 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15174 members 
Mstep: Class 33 contains 12896 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 38137 members 
Mstep: Class 40 contains 6019 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381856.000000 Penalty: 141521.562500
Iteration 114Q: 43 clusters Score -1.203819e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37339 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 63239 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35589 members 
Mstep: Class 8 contains 47006 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18896 members 
Mstep: Class 11 contains 23141 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44496 members 
Mstep: Class 14 contains 54006 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103582 members 
Mstep: Class 19 contains 24228 members 
Mstep: Class 20 contains 4468 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56207 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86728 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15175 members 
Mstep: Class 33 contains 12914 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5927 members 
Mstep: Class 39 contains 38122 members 
Mstep: Class 40 contains 6031 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381832.000000 Penalty: 141521.562500
Iteration 115Q: 43 clusters Score -1.203818e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37262 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 63223 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35578 members 
Mstep: Class 8 contains 47008 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18908 members 
Mstep: Class 11 contains 23138 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44502 members 
Mstep: Class 14 contains 53994 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103581 members 
Mstep: Class 19 contains 24180 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 13189 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56206 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16631 members 
Mstep: Class 28 contains 22350 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86740 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15173 members 
Mstep: Class 33 contains 12945 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5930 members 
Mstep: Class 39 contains 38111 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381912.000000 Penalty: 141521.562500
Iteration 116Q: 43 clusters Score -1.203819e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37179 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 63218 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 47013 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18921 members 
Mstep: Class 11 contains 23141 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44512 members 
Mstep: Class 14 contains 53991 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103580 members 
Mstep: Class 19 contains 24108 members 
Mstep: Class 20 contains 4474 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56211 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16622 members 
Mstep: Class 28 contains 22350 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86751 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15171 members 
Mstep: Class 33 contains 12981 members 
Mstep: Class 34 contains 8783 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5933 members 
Mstep: Class 39 contains 38110 members 
Mstep: Class 40 contains 6041 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382000.000000 Penalty: 141521.562500
Iteration 117Q: 43 clusters Score -1.20382e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37104 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 63206 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35542 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18932 members 
Mstep: Class 11 contains 23143 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44521 members 
Mstep: Class 14 contains 53991 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 103578 members 
Mstep: Class 19 contains 24048 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 13207 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56215 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16619 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86765 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15170 members 
Mstep: Class 33 contains 13005 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5934 members 
Mstep: Class 39 contains 38107 members 
Mstep: Class 40 contains 6042 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382048.000000 Penalty: 141521.562500
Iteration 118Q: 43 clusters Score -1.20382e+08 nChanged 300
Entering ConstructFrom: 
Score: -120382048.000000 Penalty: 141521.562500
Entering ConstructFrom: 
Trying to split cluster 1 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -1060131.125000 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -1060131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1054293.000000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -1054293 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1055899.500000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -1055900 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1056176.375000 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -1056176 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1056390.625000 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -1056391 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1056578.000000 Penalty: 4395.300293
	Iteration 4Q: 3 clusters Score -1056578 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1056730.000000 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -1056730 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1056884.625000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -1056885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1057028.250000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -1057028 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1057179.375000 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -1057179 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1057331.250000 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -1057331 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1057446.750000 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -1057447 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1057560.750000 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -1057561 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1057668.750000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -1057669 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1057783.500000 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -1057784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1057911.750000 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -1057912 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1058041.375000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -1058041 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1058184.750000 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -1058185 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1058319.875000 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -1058320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1058446.125000 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -1058446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1058610.000000 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -1058610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1058708.000000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -1058708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1058787.250000 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -1058787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1058860.875000 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -1058861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1058938.625000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -1058939 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1059023.375000 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -1059023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1059107.875000 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -1059108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1059211.000000 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -1059211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1059319.750000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -1059320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1059426.875000 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -1059427 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1059516.875000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -1059517 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1059589.625000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -1059590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1059653.500000 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -1059654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1059711.375000 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -1059711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1059757.750000 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -1059758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1059807.125000 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -1059807 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1059868.250000 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -1059868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1059924.500000 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -1059924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1059987.625000 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -1059988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1060045.750000 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -1060046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1060099.875000 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -1060100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1060168.500000 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -1060168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1060288.000000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -1060288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1060485.875000 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -1060486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1060687.750000 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -1060688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1060827.000000 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -1060827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1060914.250000 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -1060914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1060961.875000 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -1060962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1060985.625000 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -1060986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1061004.750000 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -1061005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1061015.500000 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -1061016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1061021.125000 Penalty: 4395.300293
	Iteration 50Q: 3 clusters Score -1061021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1061024.875000 Penalty: 4395.300293
	Iteration 51Q: 3 clusters Score -1061025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1061027.375000 Penalty: 4395.300293
	Iteration 52Q: 3 clusters Score -1061027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1061029.375000 Penalty: 4395.300293
	Iteration 53Q: 3 clusters Score -1061029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1061030.000000 Penalty: 4395.300293
	Iteration 54Q: 3 clusters Score -1061030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1061030.250000 Penalty: 4395.300293
	Iteration 55Q: 3 clusters Score -1061030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1061031.875000 Penalty: 4395.300293
	Iteration 56Q: 3 clusters Score -1061032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1061033.250000 Penalty: 4395.300293
	Iteration 57Q: 3 clusters Score -1061033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1061035.750000 Penalty: 4395.300293
	Iteration 58Q: 3 clusters Score -1061036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1061034.875000 Penalty: 4395.300293
	Iteration 59Q: 3 clusters Score -1061035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1061034.750000 Penalty: 4395.300293
	Iteration 60F: 3 clusters Score -1061035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 2197 members 
Entering Unmasked Estep 
Score: -120381984.000000 Penalty: 144891.109375
Splitting cluster 1 changes total score from -120382048.000000 to -120381984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -192657.625000 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -192657.6 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 681 members 
Entering Unmasked Estep 
Score: -190530.781250 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -190530.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -190891.312500 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -190891.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191007.921875 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -191007.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191060.359375 Penalty: 3569.927979
	Iteration 3Q: 3 clusters Score -191060.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191099.531250 Penalty: 3569.927979
	Iteration 4Q: 3 clusters Score -191099.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -191131.625000 Penalty: 3569.927979
	Iteration 5Q: 3 clusters Score -191131.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191166.968750 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -191167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191190.984375 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -191191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191215.078125 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -191215.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191275.609375 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -191275.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191330.015625 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -191330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -191376.000000 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -191376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -191403.062500 Penalty: 3569.927979
	Iteration 12Q: 3 clusters Score -191403.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -191446.250000 Penalty: 3569.927979
	Iteration 13Q: 3 clusters Score -191446.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -191491.000000 Penalty: 3569.927979
	Iteration 14Q: 3 clusters Score -191491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -191527.093750 Penalty: 3569.927979
	Iteration 15Q: 3 clusters Score -191527.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191555.734375 Penalty: 3569.927979
	Iteration 16Q: 3 clusters Score -191555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -191567.562500 Penalty: 3569.927979
	Iteration 17Q: 3 clusters Score -191567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -191579.640625 Penalty: 3569.927979
	Iteration 18Q: 3 clusters Score -191579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -191584.906250 Penalty: 3569.927979
	Iteration 19Q: 3 clusters Score -191584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191586.656250 Penalty: 3569.927979
	Iteration 20F: 3 clusters Score -191586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191589.203125 Penalty: 3569.927979
	Iteration 21Q: 3 clusters Score -191589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -191593.562500 Penalty: 3569.927979
	Iteration 22Q: 3 clusters Score -191593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -191596.031250 Penalty: 3569.927979
	Iteration 23Q: 3 clusters Score -191596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -191602.796875 Penalty: 3569.927979
	Iteration 24Q: 3 clusters Score -191602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -191607.953125 Penalty: 3569.927979
	Iteration 25Q: 3 clusters Score -191608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -191611.250000 Penalty: 3569.927979
	Iteration 26Q: 3 clusters Score -191611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -191613.125000 Penalty: 3569.927979
	Iteration 27Q: 3 clusters Score -191613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -191616.812500 Penalty: 3569.927979
	Iteration 28Q: 3 clusters Score -191616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191624.921875 Penalty: 3569.927979
	Iteration 29Q: 3 clusters Score -191624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -191625.546875 Penalty: 3569.927979
	Iteration 30Q: 3 clusters Score -191625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -191626.062500 Penalty: 3569.927979
	Iteration 31Q: 3 clusters Score -191626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -191627.328125 Penalty: 3569.927979
	Iteration 32Q: 3 clusters Score -191627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -191627.328125 Penalty: 3569.927979
	Iteration 33F: 3 clusters Score -191627.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Entering Unmasked Estep 
Score: -5439685.000000 Penalty: 2608.878662
	Iteration 0F: 2 clusters Score -5439685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5414560.000000 Penalty: 5217.757324
	Iteration 0F: 3 clusters Score -5414560 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5424638.500000 Penalty: 5217.757324
	Iteration 1F: 3 clusters Score -5424638 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5425965.500000 Penalty: 5217.757324
	Iteration 2F: 3 clusters Score -5425966 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5427386.500000 Penalty: 5217.757324
	Iteration 3F: 3 clusters Score -5427386 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5428882.000000 Penalty: 5217.757324
	Iteration 4F: 3 clusters Score -5428882 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5430583.500000 Penalty: 5217.757324
	Iteration 5F: 3 clusters Score -5430584 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5432056.000000 Penalty: 5217.757324
	Iteration 6F: 3 clusters Score -5432056 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5433303.000000 Penalty: 5217.757324
	Iteration 7F: 3 clusters Score -5433303 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5434419.500000 Penalty: 5217.757324
	Iteration 8Q: 3 clusters Score -5434420 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5435250.000000 Penalty: 5217.757324
	Iteration 9Q: 3 clusters Score -5435250 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -5435853.500000 Penalty: 5217.757324
	Iteration 10Q: 3 clusters Score -5435854 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5436263.000000 Penalty: 5217.757324
	Iteration 11Q: 3 clusters Score -5436263 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5436577.500000 Penalty: 5217.757324
	Iteration 12Q: 3 clusters Score -5436578 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -5436807.000000 Penalty: 5217.757324
	Iteration 13Q: 3 clusters Score -5436807 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -5437060.500000 Penalty: 5217.757324
	Iteration 14Q: 3 clusters Score -5437060 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5437260.000000 Penalty: 5217.757324
	Iteration 15Q: 3 clusters Score -5437260 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5437430.500000 Penalty: 5217.757324
	Iteration 16Q: 3 clusters Score -5437430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -5437580.000000 Penalty: 5217.757324
	Iteration 17Q: 3 clusters Score -5437580 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5437715.500000 Penalty: 5217.757324
	Iteration 18Q: 3 clusters Score -5437716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5437829.500000 Penalty: 5217.757324
	Iteration 19Q: 3 clusters Score -5437830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5437933.000000 Penalty: 5217.757324
	Iteration 20F: 3 clusters Score -5437933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5438067.500000 Penalty: 5217.757324
	Iteration 21Q: 3 clusters Score -5438068 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5438181.000000 Penalty: 5217.757324
	Iteration 22Q: 3 clusters Score -5438181 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5438306.500000 Penalty: 5217.757324
	Iteration 23Q: 3 clusters Score -5438306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5438431.000000 Penalty: 5217.757324
	Iteration 24Q: 3 clusters Score -5438431 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -5438558.000000 Penalty: 5217.757324
	Iteration 25Q: 3 clusters Score -5438558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5438649.000000 Penalty: 5217.757324
	Iteration 26Q: 3 clusters Score -5438649 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5438744.000000 Penalty: 5217.757324
	Iteration 27Q: 3 clusters Score -5438744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5438838.000000 Penalty: 5217.757324
	Iteration 28Q: 3 clusters Score -5438838 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5438867.500000 Penalty: 5217.757324
	Iteration 29Q: 3 clusters Score -5438868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5438896.500000 Penalty: 5217.757324
	Iteration 30Q: 3 clusters Score -5438896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5438951.500000 Penalty: 5217.757324
	Iteration 31Q: 3 clusters Score -5438952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -5438998.000000 Penalty: 5217.757324
	Iteration 32Q: 3 clusters Score -5438998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5439026.000000 Penalty: 5217.757324
	Iteration 33Q: 3 clusters Score -5439026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -5439086.500000 Penalty: 5217.757324
	Iteration 34Q: 3 clusters Score -5439086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -5439170.500000 Penalty: 5217.757324
	Iteration 35Q: 3 clusters Score -5439170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5439204.500000 Penalty: 5217.757324
	Iteration 36Q: 3 clusters Score -5439204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -5439251.000000 Penalty: 5217.757324
	Iteration 37Q: 3 clusters Score -5439251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -5439279.500000 Penalty: 5217.757324
	Iteration 38Q: 3 clusters Score -5439280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -5439279.500000 Penalty: 5217.757324
	Iteration 39Q: 3 clusters Score -5439280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -5439304.500000 Penalty: 5217.757324
	Iteration 40F: 3 clusters Score -5439304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5439340.000000 Penalty: 5217.757324
	Iteration 41Q: 3 clusters Score -5439340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -5439350.500000 Penalty: 5217.757324
	Iteration 42Q: 3 clusters Score -5439350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -5439362.000000 Penalty: 5217.757324
	Iteration 43Q: 3 clusters Score -5439362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5439353.000000 Penalty: 5217.757324
	Iteration 44Q: 3 clusters Score -5439353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5439355.000000 Penalty: 5217.757324
	Iteration 45Q: 3 clusters Score -5439355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5439359.000000 Penalty: 5217.757324
	Iteration 46Q: 3 clusters Score -5439359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -5439360.000000 Penalty: 5217.757324
	Iteration 47Q: 3 clusters Score -5439360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -5439363.500000 Penalty: 5217.757324
	Iteration 48Q: 3 clusters Score -5439364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -5439364.000000 Penalty: 5217.757324
	Iteration 49Q: 3 clusters Score -5439364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5439361.000000 Penalty: 5217.757324
	Iteration 50Q: 3 clusters Score -5439361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -5439354.500000 Penalty: 5217.757324
	Iteration 51Q: 3 clusters Score -5439354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5439356.500000 Penalty: 5217.757324
	Iteration 52Q: 3 clusters Score -5439356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -5439361.000000 Penalty: 5217.757324
	Iteration 53Q: 3 clusters Score -5439361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5439354.000000 Penalty: 5217.757324
	Iteration 54Q: 3 clusters Score -5439354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -5439345.500000 Penalty: 5217.757324
	Iteration 55Q: 3 clusters Score -5439346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -5439355.000000 Penalty: 5217.757324
	Iteration 56Q: 3 clusters Score -5439355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -5439351.500000 Penalty: 5217.757324
	Iteration 57Q: 3 clusters Score -5439352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5439362.500000 Penalty: 5217.757324
	Iteration 58Q: 3 clusters Score -5439362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5439362.000000 Penalty: 5217.757324
	Iteration 59Q: 3 clusters Score -5439362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5439360.500000 Penalty: 5217.757324
	Iteration 60F: 3 clusters Score -5439360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5439366.000000 Penalty: 5217.757324
	Iteration 61Q: 3 clusters Score -5439366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5439363.000000 Penalty: 5217.757324
	Iteration 62Q: 3 clusters Score -5439363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5439362.000000 Penalty: 5217.757324
	Iteration 63Q: 3 clusters Score -5439362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -5439361.500000 Penalty: 5217.757324
	Iteration 64Q: 3 clusters Score -5439362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5439361.000000 Penalty: 5217.757324
	Iteration 65Q: 3 clusters Score -5439361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -5439365.500000 Penalty: 5217.757324
	Iteration 66Q: 3 clusters Score -5439366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5439371.500000 Penalty: 5217.757324
	Iteration 67Q: 3 clusters Score -5439372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5439368.500000 Penalty: 5217.757324
	Iteration 68Q: 3 clusters Score -5439368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5439374.000000 Penalty: 5217.757324
	Iteration 69Q: 3 clusters Score -5439374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5439373.000000 Penalty: 5217.757324
	Iteration 70Q: 3 clusters Score -5439373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5439373.000000 Penalty: 5217.757324
	Iteration 71F: 3 clusters Score -5439373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -980467.687500 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -980467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -974996.062500 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -974996.1 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -976461.625000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -976461.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -976726.250000 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -976726.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -976885.250000 Penalty: 4358.839355
	Iteration 3F: 3 clusters Score -976885.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -976991.500000 Penalty: 4358.839355
	Iteration 4Q: 3 clusters Score -976991.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -977088.625000 Penalty: 4358.839355
	Iteration 5Q: 3 clusters Score -977088.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -977175.375000 Penalty: 4358.839355
	Iteration 6Q: 3 clusters Score -977175.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -977277.687500 Penalty: 4358.839355
	Iteration 7Q: 3 clusters Score -977277.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -977379.250000 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -977379.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -977463.812500 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -977463.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -977557.437500 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -977557.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -977658.187500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -977658.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -977751.625000 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -977751.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -977823.125000 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -977823.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -977892.312500 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -977892.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -977952.000000 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -977952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -978014.125000 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -978014.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -978066.062500 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -978066.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -978113.250000 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -978113.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -978159.187500 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -978159.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -978213.125000 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -978213.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -978255.875000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -978255.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -978296.750000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -978296.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -978334.687500 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -978334.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -978369.000000 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -978369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -978397.000000 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -978397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -978436.125000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -978436.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -978473.625000 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -978473.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -978514.125000 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -978514.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -978552.312500 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -978552.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -978604.375000 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -978604.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -978645.125000 Penalty: 4358.839355
	Iteration 31Q: 3 clusters Score -978645.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -978681.500000 Penalty: 4358.839355
	Iteration 32Q: 3 clusters Score -978681.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -978710.000000 Penalty: 4358.839355
	Iteration 33Q: 3 clusters Score -978710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -978733.812500 Penalty: 4358.839355
	Iteration 34Q: 3 clusters Score -978733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -978762.812500 Penalty: 4358.839355
	Iteration 35Q: 3 clusters Score -978762.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -978787.437500 Penalty: 4358.839355
	Iteration 36Q: 3 clusters Score -978787.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -978803.375000 Penalty: 4358.839355
	Iteration 37Q: 3 clusters Score -978803.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -978816.937500 Penalty: 4358.839355
	Iteration 38Q: 3 clusters Score -978816.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -978834.687500 Penalty: 4358.839355
	Iteration 39Q: 3 clusters Score -978834.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -978852.937500 Penalty: 4358.839355
	Iteration 40F: 3 clusters Score -978852.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -978878.750000 Penalty: 4358.839355
	Iteration 41Q: 3 clusters Score -978878.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -978904.812500 Penalty: 4358.839355
	Iteration 42Q: 3 clusters Score -978904.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -978927.000000 Penalty: 4358.839355
	Iteration 43Q: 3 clusters Score -978927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -978947.125000 Penalty: 4358.839355
	Iteration 44Q: 3 clusters Score -978947.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -978959.375000 Penalty: 4358.839355
	Iteration 45Q: 3 clusters Score -978959.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -978969.062500 Penalty: 4358.839355
	Iteration 46Q: 3 clusters Score -978969.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -978975.562500 Penalty: 4358.839355
	Iteration 47Q: 3 clusters Score -978975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -978982.062500 Penalty: 4358.839355
	Iteration 48Q: 3 clusters Score -978982.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -978987.062500 Penalty: 4358.839355
	Iteration 49Q: 3 clusters Score -978987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -978990.625000 Penalty: 4358.839355
	Iteration 50Q: 3 clusters Score -978990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -978994.625000 Penalty: 4358.839355
	Iteration 51Q: 3 clusters Score -978994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -978996.625000 Penalty: 4358.839355
	Iteration 52Q: 3 clusters Score -978996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -978999.875000 Penalty: 4358.839355
	Iteration 53Q: 3 clusters Score -978999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -979004.000000 Penalty: 4358.839355
	Iteration 54Q: 3 clusters Score -979004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -979009.062500 Penalty: 4358.839355
	Iteration 55Q: 3 clusters Score -979009.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -979014.687500 Penalty: 4358.839355
	Iteration 56Q: 3 clusters Score -979014.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -979021.875000 Penalty: 4358.839355
	Iteration 57Q: 3 clusters Score -979021.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -979025.625000 Penalty: 4358.839355
	Iteration 58Q: 3 clusters Score -979025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -979037.375000 Penalty: 4358.839355
	Iteration 59Q: 3 clusters Score -979037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -979048.437500 Penalty: 4358.839355
	Iteration 60F: 3 clusters Score -979048.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -979054.625000 Penalty: 4358.839355
	Iteration 61Q: 3 clusters Score -979054.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -979065.062500 Penalty: 4358.839355
	Iteration 62Q: 3 clusters Score -979065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -979071.062500 Penalty: 4358.839355
	Iteration 63Q: 3 clusters Score -979071.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -979074.812500 Penalty: 4358.839355
	Iteration 64Q: 3 clusters Score -979074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -979082.812500 Penalty: 4358.839355
	Iteration 65Q: 3 clusters Score -979082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -979083.812500 Penalty: 4358.839355
	Iteration 66Q: 3 clusters Score -979083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -979089.312500 Penalty: 4358.839355
	Iteration 67Q: 3 clusters Score -979089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -979094.250000 Penalty: 4358.839355
	Iteration 68Q: 3 clusters Score -979094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -979100.375000 Penalty: 4358.839355
	Iteration 69Q: 3 clusters Score -979100.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -979104.375000 Penalty: 4358.839355
	Iteration 70Q: 3 clusters Score -979104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -979106.812500 Penalty: 4358.839355
	Iteration 71Q: 3 clusters Score -979106.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -979114.000000 Penalty: 4358.839355
	Iteration 72Q: 3 clusters Score -979114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -979121.625000 Penalty: 4358.839355
	Iteration 73Q: 3 clusters Score -979121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -979122.750000 Penalty: 4358.839355
	Iteration 74Q: 3 clusters Score -979122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -979124.375000 Penalty: 4358.839355
	Iteration 75Q: 3 clusters Score -979124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -979125.812500 Penalty: 4358.839355
	Iteration 76Q: 3 clusters Score -979125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -979125.000000 Penalty: 4358.839355
	Iteration 77Q: 3 clusters Score -979125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -979126.250000 Penalty: 4358.839355
	Iteration 78Q: 3 clusters Score -979126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -979127.437500 Penalty: 4358.839355
	Iteration 79Q: 3 clusters Score -979127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -979128.750000 Penalty: 4358.839355
	Iteration 80F: 3 clusters Score -979128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -979131.250000 Penalty: 4358.839355
	Iteration 81Q: 3 clusters Score -979131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -979132.437500 Penalty: 4358.839355
	Iteration 82Q: 3 clusters Score -979132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -979130.312500 Penalty: 4358.839355
	Iteration 83Q: 3 clusters Score -979130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -979132.312500 Penalty: 4358.839355
	Iteration 84Q: 3 clusters Score -979132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -979132.812500 Penalty: 4358.839355
	Iteration 85Q: 3 clusters Score -979132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -979133.937500 Penalty: 4358.839355
	Iteration 86Q: 3 clusters Score -979133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -979136.000000 Penalty: 4358.839355
	Iteration 87Q: 3 clusters Score -979136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -979136.750000 Penalty: 4358.839355
	Iteration 88Q: 3 clusters Score -979136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -979137.000000 Penalty: 4358.839355
	Iteration 89Q: 3 clusters Score -979137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -979136.125000 Penalty: 4358.839355
	Iteration 90Q: 3 clusters Score -979136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -979137.687500 Penalty: 4358.839355
	Iteration 91Q: 3 clusters Score -979137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -979138.750000 Penalty: 4358.839355
	Iteration 92Q: 3 clusters Score -979138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -979137.562500 Penalty: 4358.839355
	Iteration 93Q: 3 clusters Score -979137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -979138.375000 Penalty: 4358.839355
	Iteration 94Q: 3 clusters Score -979138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -979139.375000 Penalty: 4358.839355
	Iteration 95Q: 3 clusters Score -979139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -979138.562500 Penalty: 4358.839355
	Iteration 96Q: 3 clusters Score -979138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -979138.562500 Penalty: 4358.839355
	Iteration 97F: 3 clusters Score -979138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Entering Unmasked Estep 
Score: -9771964.000000 Penalty: 2741.426514
	Iteration 0F: 2 clusters Score -9771964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -9729459.000000 Penalty: 5482.853027
	Iteration 0F: 3 clusters Score -9729459 nChanged 29522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -9746242.000000 Penalty: 5482.853027
	Iteration 1F: 3 clusters Score -9746242 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -9747105.000000 Penalty: 5482.853027
	Iteration 2Q: 3 clusters Score -9747105 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -9748122.000000 Penalty: 5482.853027
	Iteration 3Q: 3 clusters Score -9748122 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9749408.000000 Penalty: 5482.853027
	Iteration 4Q: 3 clusters Score -9749408 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -9751002.000000 Penalty: 5482.853027
	Iteration 5F: 3 clusters Score -9751002 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -9753022.000000 Penalty: 5482.853027
	Iteration 6F: 3 clusters Score -9753022 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9755764.000000 Penalty: 5482.853027
	Iteration 7F: 3 clusters Score -9755764 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -9759138.000000 Penalty: 5482.853027
	Iteration 8F: 3 clusters Score -9759138 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -9762593.000000 Penalty: 5482.853027
	Iteration 9F: 3 clusters Score -9762593 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -9765755.000000 Penalty: 5482.853027
	Iteration 10F: 3 clusters Score -9765755 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -9767660.000000 Penalty: 5482.853027
	Iteration 11Q: 3 clusters Score -9767660 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -9768597.000000 Penalty: 5482.853027
	Iteration 12Q: 3 clusters Score -9768597 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -9769053.000000 Penalty: 5482.853027
	Iteration 13Q: 3 clusters Score -9769053 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -9769236.000000 Penalty: 5482.853027
	Iteration 14Q: 3 clusters Score -9769236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -9769359.000000 Penalty: 5482.853027
	Iteration 15Q: 3 clusters Score -9769359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -9769436.000000 Penalty: 5482.853027
	Iteration 16Q: 3 clusters Score -9769436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -9769480.000000 Penalty: 5482.853027
	Iteration 17Q: 3 clusters Score -9769480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -9769513.000000 Penalty: 5482.853027
	Iteration 18Q: 3 clusters Score -9769513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -9769523.000000 Penalty: 5482.853027
	Iteration 19Q: 3 clusters Score -9769523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -9769546.000000 Penalty: 5482.853027
	Iteration 20F: 3 clusters Score -9769546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -9769566.000000 Penalty: 5482.853027
	Iteration 21Q: 3 clusters Score -9769566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -9769574.000000 Penalty: 5482.853027
	Iteration 22Q: 3 clusters Score -9769574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -9769574.000000 Penalty: 5482.853027
	Iteration 23Q: 3 clusters Score -9769574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -9769578.000000 Penalty: 5482.853027
	Iteration 24Q: 3 clusters Score -9769578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -9769573.000000 Penalty: 5482.853027
	Iteration 25Q: 3 clusters Score -9769573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -9769582.000000 Penalty: 5482.853027
	Iteration 26Q: 3 clusters Score -9769582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -9769587.000000 Penalty: 5482.853027
	Iteration 27Q: 3 clusters Score -9769587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -9769587.000000 Penalty: 5482.853027
	Iteration 28Q: 3 clusters Score -9769587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -9769587.000000 Penalty: 5482.853027
	Iteration 29F: 3 clusters Score -9769587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -64839.703125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -64839.7 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 257 members 
Entering Unmasked Estep 
Score: -63521.863281 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -63521.86 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63758.207031 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -63758.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63876.578125 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -63876.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63943.980469 Penalty: 3089.341309
	Iteration 3F: 3 clusters Score -63943.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64010.988281 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -64010.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64049.093750 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -64049.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64055.886719 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -64055.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64064.070312 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -64064.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64072.750000 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -64072.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64080.632812 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -64080.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64087.371094 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -64087.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64089.160156 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -64089.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64092.550781 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -64092.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64096.769531 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -64096.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64104.683594 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -64104.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64109.574219 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -64109.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64109.574219 Penalty: 3089.341309
	Iteration 16F: 3 clusters Score -64109.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Entering Unmasked Estep 
Score: -5524283.000000 Penalty: 2598.583984
	Iteration 0F: 2 clusters Score -5524283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -5500221.500000 Penalty: 5197.167969
	Iteration 0F: 3 clusters Score -5500222 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5508999.500000 Penalty: 5197.167969
	Iteration 1F: 3 clusters Score -5509000 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -5509782.000000 Penalty: 5197.167969
	Iteration 2F: 3 clusters Score -5509782 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5510557.000000 Penalty: 5197.167969
	Iteration 3F: 3 clusters Score -5510557 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -5511586.000000 Penalty: 5197.167969
	Iteration 4F: 3 clusters Score -5511586 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5512953.000000 Penalty: 5197.167969
	Iteration 5F: 3 clusters Score -5512953 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5514548.000000 Penalty: 5197.167969
	Iteration 6F: 3 clusters Score -5514548 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5516102.000000 Penalty: 5197.167969
	Iteration 7F: 3 clusters Score -5516102 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -5517342.000000 Penalty: 5197.167969
	Iteration 8F: 3 clusters Score -5517342 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5518180.500000 Penalty: 5197.167969
	Iteration 9Q: 3 clusters Score -5518180 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5518774.500000 Penalty: 5197.167969
	Iteration 10Q: 3 clusters Score -5518774 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5519212.500000 Penalty: 5197.167969
	Iteration 11Q: 3 clusters Score -5519212 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5519401.500000 Penalty: 5197.167969
	Iteration 12Q: 3 clusters Score -5519402 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5519486.500000 Penalty: 5197.167969
	Iteration 13Q: 3 clusters Score -5519486 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5519569.000000 Penalty: 5197.167969
	Iteration 14Q: 3 clusters Score -5519569 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5519638.500000 Penalty: 5197.167969
	Iteration 15Q: 3 clusters Score -5519638 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5519664.000000 Penalty: 5197.167969
	Iteration 16Q: 3 clusters Score -5519664 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5519690.000000 Penalty: 5197.167969
	Iteration 17Q: 3 clusters Score -5519690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5519710.500000 Penalty: 5197.167969
	Iteration 18Q: 3 clusters Score -5519710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -5519728.000000 Penalty: 5197.167969
	Iteration 19Q: 3 clusters Score -5519728 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5519734.000000 Penalty: 5197.167969
	Iteration 20F: 3 clusters Score -5519734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5519749.500000 Penalty: 5197.167969
	Iteration 21Q: 3 clusters Score -5519750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5519747.500000 Penalty: 5197.167969
	Iteration 22Q: 3 clusters Score -5519748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5519753.500000 Penalty: 5197.167969
	Iteration 23Q: 3 clusters Score -5519754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5519757.000000 Penalty: 5197.167969
	Iteration 24Q: 3 clusters Score -5519757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5519768.000000 Penalty: 5197.167969
	Iteration 25Q: 3 clusters Score -5519768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -5519757.000000 Penalty: 5197.167969
	Iteration 26Q: 3 clusters Score -5519757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5519765.000000 Penalty: 5197.167969
	Iteration 27Q: 3 clusters Score -5519765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5519765.000000 Penalty: 5197.167969
	Iteration 28Q: 3 clusters Score -5519765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5519778.000000 Penalty: 5197.167969
	Iteration 29Q: 3 clusters Score -5519778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5519769.500000 Penalty: 5197.167969
	Iteration 30Q: 3 clusters Score -5519770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5519786.500000 Penalty: 5197.167969
	Iteration 31Q: 3 clusters Score -5519786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5519797.000000 Penalty: 5197.167969
	Iteration 32Q: 3 clusters Score -5519797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -5519816.000000 Penalty: 5197.167969
	Iteration 33Q: 3 clusters Score -5519816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5519817.000000 Penalty: 5197.167969
	Iteration 34Q: 3 clusters Score -5519817 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5519824.000000 Penalty: 5197.167969
	Iteration 35Q: 3 clusters Score -5519824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -5519845.500000 Penalty: 5197.167969
	Iteration 36Q: 3 clusters Score -5519846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -5519852.000000 Penalty: 5197.167969
	Iteration 37Q: 3 clusters Score -5519852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5519864.000000 Penalty: 5197.167969
	Iteration 38Q: 3 clusters Score -5519864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5519880.000000 Penalty: 5197.167969
	Iteration 39Q: 3 clusters Score -5519880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5519880.000000 Penalty: 5197.167969
	Iteration 40F: 3 clusters Score -5519880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -5519887.000000 Penalty: 5197.167969
	Iteration 41Q: 3 clusters Score -5519887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -5519889.500000 Penalty: 5197.167969
	Iteration 42Q: 3 clusters Score -5519890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -5519898.000000 Penalty: 5197.167969
	Iteration 43Q: 3 clusters Score -5519898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5519906.500000 Penalty: 5197.167969
	Iteration 44Q: 3 clusters Score -5519906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -5519910.000000 Penalty: 5197.167969
	Iteration 45Q: 3 clusters Score -5519910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5519919.500000 Penalty: 5197.167969
	Iteration 46Q: 3 clusters Score -5519920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5519941.500000 Penalty: 5197.167969
	Iteration 47Q: 3 clusters Score -5519942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5519979.000000 Penalty: 5197.167969
	Iteration 48Q: 3 clusters Score -5519979 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -5519979.500000 Penalty: 5197.167969
	Iteration 49Q: 3 clusters Score -5519980 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5519987.000000 Penalty: 5197.167969
	Iteration 50Q: 3 clusters Score -5519987 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5520008.500000 Penalty: 5197.167969
	Iteration 51Q: 3 clusters Score -5520008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5520050.000000 Penalty: 5197.167969
	Iteration 52Q: 3 clusters Score -5520050 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5520097.500000 Penalty: 5197.167969
	Iteration 53Q: 3 clusters Score -5520098 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5520153.000000 Penalty: 5197.167969
	Iteration 54Q: 3 clusters Score -5520153 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5520221.500000 Penalty: 5197.167969
	Iteration 55Q: 3 clusters Score -5520222 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5520275.000000 Penalty: 5197.167969
	Iteration 56Q: 3 clusters Score -5520275 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5520300.000000 Penalty: 5197.167969
	Iteration 57Q: 3 clusters Score -5520300 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -5520406.000000 Penalty: 5197.167969
	Iteration 58Q: 3 clusters Score -5520406 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5520458.000000 Penalty: 5197.167969
	Iteration 59Q: 3 clusters Score -5520458 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5520579.500000 Penalty: 5197.167969
	Iteration 60F: 3 clusters Score -5520580 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5520683.500000 Penalty: 5197.167969
	Iteration 61Q: 3 clusters Score -5520684 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5520806.000000 Penalty: 5197.167969
	Iteration 62Q: 3 clusters Score -5520806 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5520907.000000 Penalty: 5197.167969
	Iteration 63Q: 3 clusters Score -5520907 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -5521055.000000 Penalty: 5197.167969
	Iteration 64Q: 3 clusters Score -5521055 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5521183.500000 Penalty: 5197.167969
	Iteration 65Q: 3 clusters Score -5521184 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5521296.500000 Penalty: 5197.167969
	Iteration 66Q: 3 clusters Score -5521296 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5521386.500000 Penalty: 5197.167969
	Iteration 67Q: 3 clusters Score -5521386 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5521493.000000 Penalty: 5197.167969
	Iteration 68Q: 3 clusters Score -5521493 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5521591.000000 Penalty: 5197.167969
	Iteration 69Q: 3 clusters Score -5521591 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -5521685.000000 Penalty: 5197.167969
	Iteration 70Q: 3 clusters Score -5521685 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5521805.000000 Penalty: 5197.167969
	Iteration 71Q: 3 clusters Score -5521805 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5521877.000000 Penalty: 5197.167969
	Iteration 72Q: 3 clusters Score -5521877 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5521971.000000 Penalty: 5197.167969
	Iteration 73Q: 3 clusters Score -5521971 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -5522083.000000 Penalty: 5197.167969
	Iteration 74Q: 3 clusters Score -5522083 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -5522142.000000 Penalty: 5197.167969
	Iteration 75Q: 3 clusters Score -5522142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5522209.500000 Penalty: 5197.167969
	Iteration 76Q: 3 clusters Score -5522210 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5522285.500000 Penalty: 5197.167969
	Iteration 77Q: 3 clusters Score -5522286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5522332.500000 Penalty: 5197.167969
	Iteration 78Q: 3 clusters Score -5522332 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -5522393.500000 Penalty: 5197.167969
	Iteration 79Q: 3 clusters Score -5522394 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5522479.500000 Penalty: 5197.167969
	Iteration 80F: 3 clusters Score -5522480 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -5522529.500000 Penalty: 5197.167969
	Iteration 81Q: 3 clusters Score -5522530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5522589.000000 Penalty: 5197.167969
	Iteration 82Q: 3 clusters Score -5522589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5522643.000000 Penalty: 5197.167969
	Iteration 83Q: 3 clusters Score -5522643 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5522665.000000 Penalty: 5197.167969
	Iteration 84Q: 3 clusters Score -5522665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5522690.000000 Penalty: 5197.167969
	Iteration 85Q: 3 clusters Score -5522690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5522711.500000 Penalty: 5197.167969
	Iteration 86Q: 3 clusters Score -5522712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5522724.500000 Penalty: 5197.167969
	Iteration 87Q: 3 clusters Score -5522724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5522742.000000 Penalty: 5197.167969
	Iteration 88Q: 3 clusters Score -5522742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5522737.500000 Penalty: 5197.167969
	Iteration 89Q: 3 clusters Score -5522738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5522755.000000 Penalty: 5197.167969
	Iteration 90Q: 3 clusters Score -5522755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5522766.000000 Penalty: 5197.167969
	Iteration 91Q: 3 clusters Score -5522766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5522770.500000 Penalty: 5197.167969
	Iteration 92Q: 3 clusters Score -5522770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5522778.000000 Penalty: 5197.167969
	Iteration 93Q: 3 clusters Score -5522778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5522778.500000 Penalty: 5197.167969
	Iteration 94Q: 3 clusters Score -5522778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5522783.500000 Penalty: 5197.167969
	Iteration 95Q: 3 clusters Score -5522784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5522780.000000 Penalty: 5197.167969
	Iteration 96Q: 3 clusters Score -5522780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5522797.000000 Penalty: 5197.167969
	Iteration 97Q: 3 clusters Score -5522797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5522797.000000 Penalty: 5197.167969
	Iteration 98Q: 3 clusters Score -5522797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5522798.500000 Penalty: 5197.167969
	Iteration 99Q: 3 clusters Score -5522798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5522808.500000 Penalty: 5197.167969
	Iteration 100F: 3 clusters Score -5522808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5522810.500000 Penalty: 5197.167969
	Iteration 101Q: 3 clusters Score -5522810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5522810.000000 Penalty: 5197.167969
	Iteration 102Q: 3 clusters Score -5522810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5522803.500000 Penalty: 5197.167969
	Iteration 103Q: 3 clusters Score -5522804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5522805.000000 Penalty: 5197.167969
	Iteration 104Q: 3 clusters Score -5522805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5522805.500000 Penalty: 5197.167969
	Iteration 105Q: 3 clusters Score -5522806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5522814.500000 Penalty: 5197.167969
	Iteration 106Q: 3 clusters Score -5522814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5522819.000000 Penalty: 5197.167969
	Iteration 107Q: 3 clusters Score -5522819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5522813.000000 Penalty: 5197.167969
	Iteration 108Q: 3 clusters Score -5522813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5522815.000000 Penalty: 5197.167969
	Iteration 109Q: 3 clusters Score -5522815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5522814.000000 Penalty: 5197.167969
	Iteration 110Q: 3 clusters Score -5522814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5522814.500000 Penalty: 5197.167969
	Iteration 111Q: 3 clusters Score -5522814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5522818.000000 Penalty: 5197.167969
	Iteration 112Q: 3 clusters Score -5522818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5522817.000000 Penalty: 5197.167969
	Iteration 113Q: 3 clusters Score -5522817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5522820.500000 Penalty: 5197.167969
	Iteration 114Q: 3 clusters Score -5522820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5522819.000000 Penalty: 5197.167969
	Iteration 115Q: 3 clusters Score -5522819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5522819.000000 Penalty: 5197.167969
	Iteration 116F: 3 clusters Score -5522819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Entering Unmasked Estep 
Score: -7344442.500000 Penalty: 2668.091797
	Iteration 0F: 2 clusters Score -7344442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -7312725.500000 Penalty: 5336.183594
	Iteration 0F: 3 clusters Score -7312726 nChanged 21578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -7325227.500000 Penalty: 5336.183594
	Iteration 1F: 3 clusters Score -7325228 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -7326134.000000 Penalty: 5336.183594
	Iteration 2Q: 3 clusters Score -7326134 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -7327180.500000 Penalty: 5336.183594
	Iteration 3Q: 3 clusters Score -7327180 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7328310.000000 Penalty: 5336.183594
	Iteration 4Q: 3 clusters Score -7328310 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7329562.000000 Penalty: 5336.183594
	Iteration 5F: 3 clusters Score -7329562 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -7330917.000000 Penalty: 5336.183594
	Iteration 6F: 3 clusters Score -7330917 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -7332387.500000 Penalty: 5336.183594
	Iteration 7F: 3 clusters Score -7332388 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -7333761.000000 Penalty: 5336.183594
	Iteration 8Q: 3 clusters Score -7333761 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -7335024.000000 Penalty: 5336.183594
	Iteration 9Q: 3 clusters Score -7335024 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -7336273.500000 Penalty: 5336.183594
	Iteration 10Q: 3 clusters Score -7336274 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -7337502.000000 Penalty: 5336.183594
	Iteration 11Q: 3 clusters Score -7337502 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -7338632.500000 Penalty: 5336.183594
	Iteration 12Q: 3 clusters Score -7338632 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -7339522.500000 Penalty: 5336.183594
	Iteration 13Q: 3 clusters Score -7339522 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7340371.500000 Penalty: 5336.183594
	Iteration 14Q: 3 clusters Score -7340372 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7341022.000000 Penalty: 5336.183594
	Iteration 15Q: 3 clusters Score -7341022 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7341472.500000 Penalty: 5336.183594
	Iteration 16Q: 3 clusters Score -7341472 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7341774.000000 Penalty: 5336.183594
	Iteration 17Q: 3 clusters Score -7341774 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7341958.500000 Penalty: 5336.183594
	Iteration 18Q: 3 clusters Score -7341958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7342097.000000 Penalty: 5336.183594
	Iteration 19Q: 3 clusters Score -7342097 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7342177.500000 Penalty: 5336.183594
	Iteration 20F: 3 clusters Score -7342178 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7342240.500000 Penalty: 5336.183594
	Iteration 21Q: 3 clusters Score -7342240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7342297.500000 Penalty: 5336.183594
	Iteration 22Q: 3 clusters Score -7342298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7342305.000000 Penalty: 5336.183594
	Iteration 23Q: 3 clusters Score -7342305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7342337.500000 Penalty: 5336.183594
	Iteration 24Q: 3 clusters Score -7342338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7342372.000000 Penalty: 5336.183594
	Iteration 25Q: 3 clusters Score -7342372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7342414.500000 Penalty: 5336.183594
	Iteration 26Q: 3 clusters Score -7342414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7342431.500000 Penalty: 5336.183594
	Iteration 27Q: 3 clusters Score -7342432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7342453.000000 Penalty: 5336.183594
	Iteration 28Q: 3 clusters Score -7342453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7342468.500000 Penalty: 5336.183594
	Iteration 29Q: 3 clusters Score -7342468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7342464.500000 Penalty: 5336.183594
	Iteration 30Q: 3 clusters Score -7342464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7342474.500000 Penalty: 5336.183594
	Iteration 31Q: 3 clusters Score -7342474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7342497.000000 Penalty: 5336.183594
	Iteration 32Q: 3 clusters Score -7342497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7342501.000000 Penalty: 5336.183594
	Iteration 33Q: 3 clusters Score -7342501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7342501.500000 Penalty: 5336.183594
	Iteration 34Q: 3 clusters Score -7342502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7342516.500000 Penalty: 5336.183594
	Iteration 35Q: 3 clusters Score -7342516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7342526.000000 Penalty: 5336.183594
	Iteration 36Q: 3 clusters Score -7342526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7342527.000000 Penalty: 5336.183594
	Iteration 37Q: 3 clusters Score -7342527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7342533.500000 Penalty: 5336.183594
	Iteration 38Q: 3 clusters Score -7342534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7342547.000000 Penalty: 5336.183594
	Iteration 39Q: 3 clusters Score -7342547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7342546.500000 Penalty: 5336.183594
	Iteration 40F: 3 clusters Score -7342546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7342561.000000 Penalty: 5336.183594
	Iteration 41Q: 3 clusters Score -7342561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7342553.000000 Penalty: 5336.183594
	Iteration 42Q: 3 clusters Score -7342553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7342557.500000 Penalty: 5336.183594
	Iteration 43Q: 3 clusters Score -7342558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7342572.500000 Penalty: 5336.183594
	Iteration 44Q: 3 clusters Score -7342572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7342567.500000 Penalty: 5336.183594
	Iteration 45Q: 3 clusters Score -7342568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7342575.500000 Penalty: 5336.183594
	Iteration 46Q: 3 clusters Score -7342576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7342578.000000 Penalty: 5336.183594
	Iteration 47Q: 3 clusters Score -7342578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7342575.000000 Penalty: 5336.183594
	Iteration 48Q: 3 clusters Score -7342575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7342572.000000 Penalty: 5336.183594
	Iteration 49Q: 3 clusters Score -7342572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7342568.000000 Penalty: 5336.183594
	Iteration 50Q: 3 clusters Score -7342568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7342569.500000 Penalty: 5336.183594
	Iteration 51Q: 3 clusters Score -7342570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7342572.000000 Penalty: 5336.183594
	Iteration 52Q: 3 clusters Score -7342572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7342571.500000 Penalty: 5336.183594
	Iteration 53Q: 3 clusters Score -7342572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7342570.000000 Penalty: 5336.183594
	Iteration 54Q: 3 clusters Score -7342570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7342568.000000 Penalty: 5336.183594
	Iteration 55Q: 3 clusters Score -7342568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7342568.000000 Penalty: 5336.183594
	Iteration 56Q: 3 clusters Score -7342568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7342574.000000 Penalty: 5336.183594
	Iteration 57Q: 3 clusters Score -7342574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7342574.000000 Penalty: 5336.183594
	Iteration 58Q: 3 clusters Score -7342574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7342576.000000 Penalty: 5336.183594
	Iteration 59Q: 3 clusters Score -7342576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7342576.000000 Penalty: 5336.183594
	Iteration 60F: 3 clusters Score -7342576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -290500.500000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -290500.5 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 1028 members 
Entering Unmasked Estep 
Score: -287906.250000 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -287906.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288679.343750 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -288679.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -289132.156250 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -289132.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289558.687500 Penalty: 3786.631348
	Iteration 3F: 3 clusters Score -289558.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -289894.875000 Penalty: 3786.631348
	Iteration 4F: 3 clusters Score -289894.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290079.562500 Penalty: 3786.631348
	Iteration 5F: 3 clusters Score -290079.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -290168.250000 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -290168.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290213.156250 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -290213.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290248.375000 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -290248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -290272.093750 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -290272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290285.250000 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -290285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -290291.187500 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -290291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290295.125000 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -290295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290300.312500 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -290300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -290301.156250 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -290301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -290301.562500 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -290301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290302.375000 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -290302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -290303.843750 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -290303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290303.937500 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -290303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290303.937500 Penalty: 3786.631348
	Iteration 19F: 3 clusters Score -290303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -2942958.250000 Penalty: 2442.572754
	Iteration 0F: 2 clusters Score -2942958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2929609.500000 Penalty: 4885.145508
	Iteration 0F: 3 clusters Score -2929610 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2934131.500000 Penalty: 4885.145508
	Iteration 1F: 3 clusters Score -2934132 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2934588.750000 Penalty: 4885.145508
	Iteration 2F: 3 clusters Score -2934589 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2935013.750000 Penalty: 4885.145508
	Iteration 3Q: 3 clusters Score -2935014 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2935494.750000 Penalty: 4885.145508
	Iteration 4Q: 3 clusters Score -2935495 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2936054.000000 Penalty: 4885.145508
	Iteration 5F: 3 clusters Score -2936054 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2936646.250000 Penalty: 4885.145508
	Iteration 6F: 3 clusters Score -2936646 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2937195.000000 Penalty: 4885.145508
	Iteration 7F: 3 clusters Score -2937195 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2937664.000000 Penalty: 4885.145508
	Iteration 8Q: 3 clusters Score -2937664 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2938024.000000 Penalty: 4885.145508
	Iteration 9Q: 3 clusters Score -2938024 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2938277.750000 Penalty: 4885.145508
	Iteration 10Q: 3 clusters Score -2938278 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2938469.250000 Penalty: 4885.145508
	Iteration 11Q: 3 clusters Score -2938469 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2938614.250000 Penalty: 4885.145508
	Iteration 12Q: 3 clusters Score -2938614 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2938693.250000 Penalty: 4885.145508
	Iteration 13Q: 3 clusters Score -2938693 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2938774.750000 Penalty: 4885.145508
	Iteration 14Q: 3 clusters Score -2938775 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2938848.500000 Penalty: 4885.145508
	Iteration 15Q: 3 clusters Score -2938848 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2938910.750000 Penalty: 4885.145508
	Iteration 16Q: 3 clusters Score -2938911 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2938976.750000 Penalty: 4885.145508
	Iteration 17Q: 3 clusters Score -2938977 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2939047.000000 Penalty: 4885.145508
	Iteration 18Q: 3 clusters Score -2939047 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2939133.500000 Penalty: 4885.145508
	Iteration 19Q: 3 clusters Score -2939134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2939214.000000 Penalty: 4885.145508
	Iteration 20F: 3 clusters Score -2939214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2939276.250000 Penalty: 4885.145508
	Iteration 21Q: 3 clusters Score -2939276 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2939373.000000 Penalty: 4885.145508
	Iteration 22Q: 3 clusters Score -2939373 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2939505.000000 Penalty: 4885.145508
	Iteration 23Q: 3 clusters Score -2939505 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2939627.750000 Penalty: 4885.145508
	Iteration 24Q: 3 clusters Score -2939628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2939745.000000 Penalty: 4885.145508
	Iteration 25Q: 3 clusters Score -2939745 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2939894.750000 Penalty: 4885.145508
	Iteration 26Q: 3 clusters Score -2939895 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2940079.250000 Penalty: 4885.145508
	Iteration 27Q: 3 clusters Score -2940079 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2940237.250000 Penalty: 4885.145508
	Iteration 28Q: 3 clusters Score -2940237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2940380.750000 Penalty: 4885.145508
	Iteration 29Q: 3 clusters Score -2940381 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2940503.250000 Penalty: 4885.145508
	Iteration 30Q: 3 clusters Score -2940503 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2940641.250000 Penalty: 4885.145508
	Iteration 31Q: 3 clusters Score -2940641 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2940771.750000 Penalty: 4885.145508
	Iteration 32Q: 3 clusters Score -2940772 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2940872.500000 Penalty: 4885.145508
	Iteration 33Q: 3 clusters Score -2940872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2940931.500000 Penalty: 4885.145508
	Iteration 34Q: 3 clusters Score -2940932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2940998.250000 Penalty: 4885.145508
	Iteration 35Q: 3 clusters Score -2940998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2941033.500000 Penalty: 4885.145508
	Iteration 36Q: 3 clusters Score -2941034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2941060.750000 Penalty: 4885.145508
	Iteration 37Q: 3 clusters Score -2941061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2941089.750000 Penalty: 4885.145508
	Iteration 38Q: 3 clusters Score -2941090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2941110.250000 Penalty: 4885.145508
	Iteration 39Q: 3 clusters Score -2941110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2941122.500000 Penalty: 4885.145508
	Iteration 40F: 3 clusters Score -2941122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2941138.750000 Penalty: 4885.145508
	Iteration 41Q: 3 clusters Score -2941139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2941157.250000 Penalty: 4885.145508
	Iteration 42Q: 3 clusters Score -2941157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2941173.000000 Penalty: 4885.145508
	Iteration 43Q: 3 clusters Score -2941173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2941185.000000 Penalty: 4885.145508
	Iteration 44Q: 3 clusters Score -2941185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2941193.750000 Penalty: 4885.145508
	Iteration 45Q: 3 clusters Score -2941194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2941201.250000 Penalty: 4885.145508
	Iteration 46Q: 3 clusters Score -2941201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2941221.250000 Penalty: 4885.145508
	Iteration 47Q: 3 clusters Score -2941221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2941231.750000 Penalty: 4885.145508
	Iteration 48Q: 3 clusters Score -2941232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2941237.000000 Penalty: 4885.145508
	Iteration 49Q: 3 clusters Score -2941237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2941253.750000 Penalty: 4885.145508
	Iteration 50Q: 3 clusters Score -2941254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2941262.500000 Penalty: 4885.145508
	Iteration 51Q: 3 clusters Score -2941262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2941263.250000 Penalty: 4885.145508
	Iteration 52Q: 3 clusters Score -2941263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2941268.750000 Penalty: 4885.145508
	Iteration 53Q: 3 clusters Score -2941269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2941270.750000 Penalty: 4885.145508
	Iteration 54Q: 3 clusters Score -2941271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2941274.000000 Penalty: 4885.145508
	Iteration 55Q: 3 clusters Score -2941274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2941275.000000 Penalty: 4885.145508
	Iteration 56Q: 3 clusters Score -2941275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2941274.000000 Penalty: 4885.145508
	Iteration 57Q: 3 clusters Score -2941274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2941276.500000 Penalty: 4885.145508
	Iteration 58Q: 3 clusters Score -2941276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2941282.250000 Penalty: 4885.145508
	Iteration 59Q: 3 clusters Score -2941282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2941285.750000 Penalty: 4885.145508
	Iteration 60F: 3 clusters Score -2941286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2941286.250000 Penalty: 4885.145508
	Iteration 61Q: 3 clusters Score -2941286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2941289.000000 Penalty: 4885.145508
	Iteration 62Q: 3 clusters Score -2941289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2941290.500000 Penalty: 4885.145508
	Iteration 63Q: 3 clusters Score -2941290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2941287.250000 Penalty: 4885.145508
	Iteration 64Q: 3 clusters Score -2941287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2941287.250000 Penalty: 4885.145508
	Iteration 65F: 3 clusters Score -2941287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Entering Unmasked Estep 
Score: -3586055.750000 Penalty: 2492.230957
	Iteration 0F: 2 clusters Score -3586056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3569961.250000 Penalty: 4984.461914
	Iteration 0F: 3 clusters Score -3569961 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3575729.500000 Penalty: 4984.461914
	Iteration 1F: 3 clusters Score -3575730 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3576320.750000 Penalty: 4984.461914
	Iteration 2F: 3 clusters Score -3576321 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3576922.000000 Penalty: 4984.461914
	Iteration 3F: 3 clusters Score -3576922 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3577525.250000 Penalty: 4984.461914
	Iteration 4F: 3 clusters Score -3577525 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3578198.000000 Penalty: 4984.461914
	Iteration 5F: 3 clusters Score -3578198 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3578864.500000 Penalty: 4984.461914
	Iteration 6F: 3 clusters Score -3578864 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3579475.500000 Penalty: 4984.461914
	Iteration 7Q: 3 clusters Score -3579476 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3580017.500000 Penalty: 4984.461914
	Iteration 8Q: 3 clusters Score -3580018 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3580508.000000 Penalty: 4984.461914
	Iteration 9Q: 3 clusters Score -3580508 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3580938.750000 Penalty: 4984.461914
	Iteration 10Q: 3 clusters Score -3580939 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3581317.250000 Penalty: 4984.461914
	Iteration 11Q: 3 clusters Score -3581317 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3581646.500000 Penalty: 4984.461914
	Iteration 12Q: 3 clusters Score -3581646 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3581880.250000 Penalty: 4984.461914
	Iteration 13Q: 3 clusters Score -3581880 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3582102.000000 Penalty: 4984.461914
	Iteration 14Q: 3 clusters Score -3582102 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3582322.000000 Penalty: 4984.461914
	Iteration 15Q: 3 clusters Score -3582322 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3582510.250000 Penalty: 4984.461914
	Iteration 16Q: 3 clusters Score -3582510 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3582683.500000 Penalty: 4984.461914
	Iteration 17Q: 3 clusters Score -3582684 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3582885.250000 Penalty: 4984.461914
	Iteration 18Q: 3 clusters Score -3582885 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3583124.500000 Penalty: 4984.461914
	Iteration 19Q: 3 clusters Score -3583124 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3583341.250000 Penalty: 4984.461914
	Iteration 20F: 3 clusters Score -3583341 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3583566.750000 Penalty: 4984.461914
	Iteration 21Q: 3 clusters Score -3583567 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3583758.250000 Penalty: 4984.461914
	Iteration 22Q: 3 clusters Score -3583758 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3583935.000000 Penalty: 4984.461914
	Iteration 23Q: 3 clusters Score -3583935 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3584065.500000 Penalty: 4984.461914
	Iteration 24Q: 3 clusters Score -3584066 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3584167.000000 Penalty: 4984.461914
	Iteration 25Q: 3 clusters Score -3584167 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3584246.500000 Penalty: 4984.461914
	Iteration 26Q: 3 clusters Score -3584246 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3584334.000000 Penalty: 4984.461914
	Iteration 27Q: 3 clusters Score -3584334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3584386.500000 Penalty: 4984.461914
	Iteration 28Q: 3 clusters Score -3584386 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3584431.750000 Penalty: 4984.461914
	Iteration 29Q: 3 clusters Score -3584432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3584470.500000 Penalty: 4984.461914
	Iteration 30Q: 3 clusters Score -3584470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3584504.000000 Penalty: 4984.461914
	Iteration 31Q: 3 clusters Score -3584504 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3584541.750000 Penalty: 4984.461914
	Iteration 32Q: 3 clusters Score -3584542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3584564.750000 Penalty: 4984.461914
	Iteration 33Q: 3 clusters Score -3584565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3584578.250000 Penalty: 4984.461914
	Iteration 34Q: 3 clusters Score -3584578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3584598.500000 Penalty: 4984.461914
	Iteration 35Q: 3 clusters Score -3584598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3584611.250000 Penalty: 4984.461914
	Iteration 36Q: 3 clusters Score -3584611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3584623.750000 Penalty: 4984.461914
	Iteration 37Q: 3 clusters Score -3584624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3584636.750000 Penalty: 4984.461914
	Iteration 38Q: 3 clusters Score -3584637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3584639.250000 Penalty: 4984.461914
	Iteration 39Q: 3 clusters Score -3584639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3584644.750000 Penalty: 4984.461914
	Iteration 40F: 3 clusters Score -3584645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3584648.000000 Penalty: 4984.461914
	Iteration 41Q: 3 clusters Score -3584648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3584645.500000 Penalty: 4984.461914
	Iteration 42Q: 3 clusters Score -3584646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3584647.750000 Penalty: 4984.461914
	Iteration 43Q: 3 clusters Score -3584648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3584644.250000 Penalty: 4984.461914
	Iteration 44Q: 3 clusters Score -3584644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3584654.500000 Penalty: 4984.461914
	Iteration 45Q: 3 clusters Score -3584654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3584651.500000 Penalty: 4984.461914
	Iteration 46Q: 3 clusters Score -3584652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3584654.000000 Penalty: 4984.461914
	Iteration 47Q: 3 clusters Score -3584654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3584654.000000 Penalty: 4984.461914
	Iteration 48Q: 3 clusters Score -3584654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3584657.000000 Penalty: 4984.461914
	Iteration 49Q: 3 clusters Score -3584657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3584655.750000 Penalty: 4984.461914
	Iteration 50Q: 3 clusters Score -3584656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3584663.000000 Penalty: 4984.461914
	Iteration 51Q: 3 clusters Score -3584663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3584661.750000 Penalty: 4984.461914
	Iteration 52Q: 3 clusters Score -3584662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3584658.250000 Penalty: 4984.461914
	Iteration 53Q: 3 clusters Score -3584658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3584659.250000 Penalty: 4984.461914
	Iteration 54Q: 3 clusters Score -3584659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3584660.750000 Penalty: 4984.461914
	Iteration 55Q: 3 clusters Score -3584661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3584660.250000 Penalty: 4984.461914
	Iteration 56Q: 3 clusters Score -3584660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3584658.250000 Penalty: 4984.461914
	Iteration 57Q: 3 clusters Score -3584658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3584660.750000 Penalty: 4984.461914
	Iteration 58Q: 3 clusters Score -3584661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3584665.750000 Penalty: 4984.461914
	Iteration 59Q: 3 clusters Score -3584666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3584669.750000 Penalty: 4984.461914
	Iteration 60F: 3 clusters Score -3584670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3584665.000000 Penalty: 4984.461914
	Iteration 61Q: 3 clusters Score -3584665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3584671.000000 Penalty: 4984.461914
	Iteration 62Q: 3 clusters Score -3584671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3584667.250000 Penalty: 4984.461914
	Iteration 63Q: 3 clusters Score -3584667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3584670.500000 Penalty: 4984.461914
	Iteration 64Q: 3 clusters Score -3584670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3584672.750000 Penalty: 4984.461914
	Iteration 65Q: 3 clusters Score -3584673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3584676.000000 Penalty: 4984.461914
	Iteration 66Q: 3 clusters Score -3584676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3584674.000000 Penalty: 4984.461914
	Iteration 67Q: 3 clusters Score -3584674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3584675.000000 Penalty: 4984.461914
	Iteration 68Q: 3 clusters Score -3584675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3584677.250000 Penalty: 4984.461914
	Iteration 69Q: 3 clusters Score -3584677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3584679.250000 Penalty: 4984.461914
	Iteration 70Q: 3 clusters Score -3584679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3584676.500000 Penalty: 4984.461914
	Iteration 71Q: 3 clusters Score -3584676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3584677.500000 Penalty: 4984.461914
	Iteration 72Q: 3 clusters Score -3584678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3584677.500000 Penalty: 4984.461914
	Iteration 73F: 3 clusters Score -3584678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36562.726562 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36562.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36668.023438 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36668.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36695.859375 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36695.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36704.023438 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36704.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36709.640625 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -36709.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36709.640625 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -36709.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Entering Unmasked Estep 
Score: -6925531.000000 Penalty: 2654.593994
	Iteration 0F: 2 clusters Score -6925531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -6895390.500000 Penalty: 5309.187988
	Iteration 0F: 3 clusters Score -6895390 nChanged 20449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -6906709.000000 Penalty: 5309.187988
	Iteration 1F: 3 clusters Score -6906709 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6907332.500000 Penalty: 5309.187988
	Iteration 2Q: 3 clusters Score -6907332 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -6907968.500000 Penalty: 5309.187988
	Iteration 3Q: 3 clusters Score -6907968 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6908562.000000 Penalty: 5309.187988
	Iteration 4Q: 3 clusters Score -6908562 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6909119.000000 Penalty: 5309.187988
	Iteration 5Q: 3 clusters Score -6909119 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6909662.500000 Penalty: 5309.187988
	Iteration 6Q: 3 clusters Score -6909662 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -6910247.500000 Penalty: 5309.187988
	Iteration 7Q: 3 clusters Score -6910248 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -6910938.500000 Penalty: 5309.187988
	Iteration 8Q: 3 clusters Score -6910938 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -6911722.500000 Penalty: 5309.187988
	Iteration 9Q: 3 clusters Score -6911722 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -6912573.500000 Penalty: 5309.187988
	Iteration 10Q: 3 clusters Score -6912574 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -6913501.500000 Penalty: 5309.187988
	Iteration 11Q: 3 clusters Score -6913502 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -6914400.500000 Penalty: 5309.187988
	Iteration 12Q: 3 clusters Score -6914400 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6915336.500000 Penalty: 5309.187988
	Iteration 13Q: 3 clusters Score -6915336 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -6916276.500000 Penalty: 5309.187988
	Iteration 14Q: 3 clusters Score -6916276 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -6917198.500000 Penalty: 5309.187988
	Iteration 15Q: 3 clusters Score -6917198 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -6918062.000000 Penalty: 5309.187988
	Iteration 16Q: 3 clusters Score -6918062 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -6918912.000000 Penalty: 5309.187988
	Iteration 17Q: 3 clusters Score -6918912 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -6919705.000000 Penalty: 5309.187988
	Iteration 18Q: 3 clusters Score -6919705 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6920404.500000 Penalty: 5309.187988
	Iteration 19Q: 3 clusters Score -6920404 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6921028.500000 Penalty: 5309.187988
	Iteration 20F: 3 clusters Score -6921028 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6921476.500000 Penalty: 5309.187988
	Iteration 21Q: 3 clusters Score -6921476 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6921868.500000 Penalty: 5309.187988
	Iteration 22Q: 3 clusters Score -6921868 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6922161.500000 Penalty: 5309.187988
	Iteration 23Q: 3 clusters Score -6922162 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6922378.500000 Penalty: 5309.187988
	Iteration 24Q: 3 clusters Score -6922378 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6922566.000000 Penalty: 5309.187988
	Iteration 25Q: 3 clusters Score -6922566 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6922668.000000 Penalty: 5309.187988
	Iteration 26Q: 3 clusters Score -6922668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6922770.500000 Penalty: 5309.187988
	Iteration 27Q: 3 clusters Score -6922770 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6922908.000000 Penalty: 5309.187988
	Iteration 28Q: 3 clusters Score -6922908 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6922986.500000 Penalty: 5309.187988
	Iteration 29Q: 3 clusters Score -6922986 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6923046.000000 Penalty: 5309.187988
	Iteration 30Q: 3 clusters Score -6923046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6923106.500000 Penalty: 5309.187988
	Iteration 31Q: 3 clusters Score -6923106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6923162.500000 Penalty: 5309.187988
	Iteration 32Q: 3 clusters Score -6923162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6923230.500000 Penalty: 5309.187988
	Iteration 33Q: 3 clusters Score -6923230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6923256.500000 Penalty: 5309.187988
	Iteration 34Q: 3 clusters Score -6923256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6923300.000000 Penalty: 5309.187988
	Iteration 35Q: 3 clusters Score -6923300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6923307.500000 Penalty: 5309.187988
	Iteration 36Q: 3 clusters Score -6923308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6923335.500000 Penalty: 5309.187988
	Iteration 37Q: 3 clusters Score -6923336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6923354.000000 Penalty: 5309.187988
	Iteration 38Q: 3 clusters Score -6923354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6923368.000000 Penalty: 5309.187988
	Iteration 39Q: 3 clusters Score -6923368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6923366.000000 Penalty: 5309.187988
	Iteration 40F: 3 clusters Score -6923366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6923371.500000 Penalty: 5309.187988
	Iteration 41Q: 3 clusters Score -6923372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6923384.000000 Penalty: 5309.187988
	Iteration 42Q: 3 clusters Score -6923384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6923391.500000 Penalty: 5309.187988
	Iteration 43Q: 3 clusters Score -6923392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6923412.500000 Penalty: 5309.187988
	Iteration 44Q: 3 clusters Score -6923412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6923426.000000 Penalty: 5309.187988
	Iteration 45Q: 3 clusters Score -6923426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6923426.000000 Penalty: 5309.187988
	Iteration 46Q: 3 clusters Score -6923426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6923425.500000 Penalty: 5309.187988
	Iteration 47Q: 3 clusters Score -6923426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6923434.500000 Penalty: 5309.187988
	Iteration 48Q: 3 clusters Score -6923434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6923436.000000 Penalty: 5309.187988
	Iteration 49Q: 3 clusters Score -6923436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6923453.000000 Penalty: 5309.187988
	Iteration 50Q: 3 clusters Score -6923453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6923463.000000 Penalty: 5309.187988
	Iteration 51Q: 3 clusters Score -6923463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6923470.000000 Penalty: 5309.187988
	Iteration 52Q: 3 clusters Score -6923470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6923468.000000 Penalty: 5309.187988
	Iteration 53Q: 3 clusters Score -6923468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6923470.000000 Penalty: 5309.187988
	Iteration 54Q: 3 clusters Score -6923470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6923472.500000 Penalty: 5309.187988
	Iteration 55Q: 3 clusters Score -6923472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6923470.000000 Penalty: 5309.187988
	Iteration 56Q: 3 clusters Score -6923470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6923480.000000 Penalty: 5309.187988
	Iteration 57Q: 3 clusters Score -6923480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6923484.000000 Penalty: 5309.187988
	Iteration 58Q: 3 clusters Score -6923484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6923485.500000 Penalty: 5309.187988
	Iteration 59Q: 3 clusters Score -6923486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6923482.500000 Penalty: 5309.187988
	Iteration 60F: 3 clusters Score -6923482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6923487.000000 Penalty: 5309.187988
	Iteration 61Q: 3 clusters Score -6923487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6923486.500000 Penalty: 5309.187988
	Iteration 62Q: 3 clusters Score -6923486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6923491.000000 Penalty: 5309.187988
	Iteration 63Q: 3 clusters Score -6923491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6923491.500000 Penalty: 5309.187988
	Iteration 64Q: 3 clusters Score -6923492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6923492.000000 Penalty: 5309.187988
	Iteration 65Q: 3 clusters Score -6923492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6923492.500000 Penalty: 5309.187988
	Iteration 66Q: 3 clusters Score -6923492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6923492.500000 Penalty: 5309.187988
	Iteration 67F: 3 clusters Score -6923492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Entering Unmasked Estep 
Score: -8480774.000000 Penalty: 2702.294678
	Iteration 0F: 2 clusters Score -8480774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -8444473.000000 Penalty: 5404.589355
	Iteration 0F: 3 clusters Score -8444473 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -8458322.000000 Penalty: 5404.589355
	Iteration 1F: 3 clusters Score -8458322 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -8458918.000000 Penalty: 5404.589355
	Iteration 2Q: 3 clusters Score -8458918 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -8459457.000000 Penalty: 5404.589355
	Iteration 3Q: 3 clusters Score -8459457 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -8460010.000000 Penalty: 5404.589355
	Iteration 4Q: 3 clusters Score -8460010 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8460572.000000 Penalty: 5404.589355
	Iteration 5Q: 3 clusters Score -8460572 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -8461212.000000 Penalty: 5404.589355
	Iteration 6Q: 3 clusters Score -8461212 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8462002.000000 Penalty: 5404.589355
	Iteration 7Q: 3 clusters Score -8462002 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8462972.000000 Penalty: 5404.589355
	Iteration 8Q: 3 clusters Score -8462972 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8464418.000000 Penalty: 5404.589355
	Iteration 9Q: 3 clusters Score -8464418 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -8466203.000000 Penalty: 5404.589355
	Iteration 10F: 3 clusters Score -8466203 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -8468197.000000 Penalty: 5404.589355
	Iteration 11F: 3 clusters Score -8468197 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -8470182.000000 Penalty: 5404.589355
	Iteration 12F: 3 clusters Score -8470182 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -8471642.000000 Penalty: 5404.589355
	Iteration 13Q: 3 clusters Score -8471642 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -8472655.000000 Penalty: 5404.589355
	Iteration 14Q: 3 clusters Score -8472655 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -8473320.000000 Penalty: 5404.589355
	Iteration 15Q: 3 clusters Score -8473320 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -8473898.000000 Penalty: 5404.589355
	Iteration 16Q: 3 clusters Score -8473898 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -8474412.000000 Penalty: 5404.589355
	Iteration 17Q: 3 clusters Score -8474412 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -8474824.000000 Penalty: 5404.589355
	Iteration 18Q: 3 clusters Score -8474824 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -8475242.000000 Penalty: 5404.589355
	Iteration 19Q: 3 clusters Score -8475242 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -8475553.000000 Penalty: 5404.589355
	Iteration 20F: 3 clusters Score -8475553 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -8475891.000000 Penalty: 5404.589355
	Iteration 21Q: 3 clusters Score -8475891 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -8476178.000000 Penalty: 5404.589355
	Iteration 22Q: 3 clusters Score -8476178 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -8476410.000000 Penalty: 5404.589355
	Iteration 23Q: 3 clusters Score -8476410 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -8476635.000000 Penalty: 5404.589355
	Iteration 24Q: 3 clusters Score -8476635 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -8476880.000000 Penalty: 5404.589355
	Iteration 25Q: 3 clusters Score -8476880 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8477070.000000 Penalty: 5404.589355
	Iteration 26Q: 3 clusters Score -8477070 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -8477245.000000 Penalty: 5404.589355
	Iteration 27Q: 3 clusters Score -8477245 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -8477386.000000 Penalty: 5404.589355
	Iteration 28Q: 3 clusters Score -8477386 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -8477471.000000 Penalty: 5404.589355
	Iteration 29Q: 3 clusters Score -8477471 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -8477573.000000 Penalty: 5404.589355
	Iteration 30Q: 3 clusters Score -8477573 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -8477633.000000 Penalty: 5404.589355
	Iteration 31Q: 3 clusters Score -8477633 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -8477664.000000 Penalty: 5404.589355
	Iteration 32Q: 3 clusters Score -8477664 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8477695.000000 Penalty: 5404.589355
	Iteration 33Q: 3 clusters Score -8477695 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -8477729.000000 Penalty: 5404.589355
	Iteration 34Q: 3 clusters Score -8477729 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8477738.000000 Penalty: 5404.589355
	Iteration 35Q: 3 clusters Score -8477738 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -8477763.000000 Penalty: 5404.589355
	Iteration 36Q: 3 clusters Score -8477763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -8477765.000000 Penalty: 5404.589355
	Iteration 37Q: 3 clusters Score -8477765 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8477781.000000 Penalty: 5404.589355
	Iteration 38Q: 3 clusters Score -8477781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8477784.000000 Penalty: 5404.589355
	Iteration 39Q: 3 clusters Score -8477784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -8477811.000000 Penalty: 5404.589355
	Iteration 40F: 3 clusters Score -8477811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -8477827.000000 Penalty: 5404.589355
	Iteration 41Q: 3 clusters Score -8477827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8477834.000000 Penalty: 5404.589355
	Iteration 42Q: 3 clusters Score -8477834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8477852 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45533 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8477863 nChanged 54
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8477880 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8477891 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45937 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8477892 nChanged 64
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Mstep: Class 1 contains 46001 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8477885 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8477886 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8477904 nChanged 59
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8477914 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8477913 nChanged 68
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8477925 nChanged 68
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8477932 nChanged 61
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Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8477940.000000 Penalty: 5404.589355
	Iteration 60F: 3 clusters Score -8477940 nChanged 65
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Mstep: Class 1 contains 46489 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8477954 nChanged 66
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8477952 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46628 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8477939 nChanged 61
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8477973 nChanged 56
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8477988 nChanged 61
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8477971 nChanged 57
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8477976 nChanged 60
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8477996 nChanged 62
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	Iteration 69Q: 3 clusters Score -8477987 nChanged 66
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8477985 nChanged 46
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8477991 nChanged 55
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Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8478002 nChanged 59
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8478008 nChanged 71
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Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8478030 nChanged 74
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8478030 nChanged 62
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8478048 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8478044 nChanged 43
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8478054 nChanged 48
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8478068 nChanged 49
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8478067 nChanged 55
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8478069 nChanged 45
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8478078 nChanged 34
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Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8478074 nChanged 29
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	Iteration 85Q: 3 clusters Score -8478080 nChanged 26
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8478081 nChanged 30
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8478097 nChanged 29
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8478115 nChanged 29
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8478111 nChanged 29
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	Iteration 90Q: 3 clusters Score -8478114 nChanged 29
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8478113 nChanged 40
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8478106 nChanged 23
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	Iteration 93Q: 3 clusters Score -8478111 nChanged 30
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8478119 nChanged 34
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8478121 nChanged 43
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	Iteration 97Q: 3 clusters Score -8478130 nChanged 53
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	Iteration 99Q: 3 clusters Score -8478134 nChanged 44
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8478136 nChanged 53
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8478137 nChanged 40
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8478153 nChanged 32
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	Iteration 104Q: 3 clusters Score -8478150 nChanged 31
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	Iteration 105Q: 3 clusters Score -8478155 nChanged 25
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	Iteration 106Q: 3 clusters Score -8478153 nChanged 27
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	Iteration 107Q: 3 clusters Score -8478152 nChanged 20
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	Iteration 108Q: 3 clusters Score -8478167 nChanged 13
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8478163 nChanged 16
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	Iteration 110Q: 3 clusters Score -8478163 nChanged 25
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8478170 nChanged 25
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	Iteration 112Q: 3 clusters Score -8478168 nChanged 25
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8478183 nChanged 20
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	Iteration 114Q: 3 clusters Score -8478193 nChanged 15
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	Iteration 115Q: 3 clusters Score -8478197 nChanged 14
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	Iteration 116Q: 3 clusters Score -8478195 nChanged 12
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	Iteration 117Q: 3 clusters Score -8478199 nChanged 12
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	Iteration 118Q: 3 clusters Score -8478199 nChanged 11
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	Iteration 119Q: 3 clusters Score -8478201 nChanged 7
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	Iteration 120F: 3 clusters Score -8478194 nChanged 4
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	Iteration 121Q: 3 clusters Score -8478201 nChanged 2
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	Iteration 122Q: 3 clusters Score -8478197 nChanged 1
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	Iteration 123Q: 3 clusters Score -8478196 nChanged 4
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	Iteration 124Q: 3 clusters Score -8478193 nChanged 4
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	Iteration 125Q: 3 clusters Score -8478189 nChanged 4
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	Iteration 126Q: 3 clusters Score -8478185 nChanged 6
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	Iteration 127Q: 3 clusters Score -8478186 nChanged 7
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	Iteration 128Q: 3 clusters Score -8478188 nChanged 5
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	Iteration 129Q: 3 clusters Score -8478185 nChanged 7
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	Iteration 130Q: 3 clusters Score -8478192 nChanged 4
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	Iteration 131Q: 3 clusters Score -8478185 nChanged 4
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	Iteration 132Q: 3 clusters Score -8478186 nChanged 3
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	Iteration 133Q: 3 clusters Score -8478184 nChanged 3
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	Iteration 134Q: 3 clusters Score -8478190 nChanged 4
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	Iteration 135Q: 3 clusters Score -8478193 nChanged 6
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	Iteration 136Q: 3 clusters Score -8478186 nChanged 10
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	Iteration 137Q: 3 clusters Score -8478193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8478190.000000 Penalty: 5404.589355
	Iteration 138Q: 3 clusters Score -8478190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -8478193.000000 Penalty: 5404.589355
	Iteration 139Q: 3 clusters Score -8478193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8478197.000000 Penalty: 5404.589355
	Iteration 140F: 3 clusters Score -8478197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8478198.000000 Penalty: 5404.589355
	Iteration 141Q: 3 clusters Score -8478198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8478202.000000 Penalty: 5404.589355
	Iteration 142Q: 3 clusters Score -8478202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8478198.000000 Penalty: 5404.589355
	Iteration 143Q: 3 clusters Score -8478198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8478198.000000 Penalty: 5404.589355
	Iteration 144Q: 3 clusters Score -8478198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -8478196.000000 Penalty: 5404.589355
	Iteration 145Q: 3 clusters Score -8478196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -8478202.000000 Penalty: 5404.589355
	Iteration 146Q: 3 clusters Score -8478202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8478192.000000 Penalty: 5404.589355
	Iteration 147Q: 3 clusters Score -8478192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8478199.000000 Penalty: 5404.589355
	Iteration 148Q: 3 clusters Score -8478199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -8478196.000000 Penalty: 5404.589355
	Iteration 149Q: 3 clusters Score -8478196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8478196.000000 Penalty: 5404.589355
	Iteration 150Q: 3 clusters Score -8478196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8478192.000000 Penalty: 5404.589355
	Iteration 151Q: 3 clusters Score -8478192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8478191.000000 Penalty: 5404.589355
	Iteration 152Q: 3 clusters Score -8478191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8478192.000000 Penalty: 5404.589355
	Iteration 153Q: 3 clusters Score -8478192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8478199.000000 Penalty: 5404.589355
	Iteration 154Q: 3 clusters Score -8478199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -8478193.000000 Penalty: 5404.589355
	Iteration 155Q: 3 clusters Score -8478193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -8478191.000000 Penalty: 5404.589355
	Iteration 156Q: 3 clusters Score -8478191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8478192.000000 Penalty: 5404.589355
	Iteration 157Q: 3 clusters Score -8478192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8478192.000000 Penalty: 5404.589355
	Iteration 158F: 3 clusters Score -8478192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -239050.296875 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -239050.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -236744.234375 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -236744.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -237190.000000 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -237190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -237396.031250 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -237396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -237547.906250 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -237547.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -237680.218750 Penalty: 3658.437500
	Iteration 4F: 3 clusters Score -237680.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -237807.000000 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -237807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237906.218750 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -237906.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237996.125000 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -237996.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -238086.656250 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -238086.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -238250.265625 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -238250.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -238572.062500 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -238572.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -238843.046875 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -238843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -238972.093750 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -238972.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -239044.750000 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -239044.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -239104.421875 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -239104.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -239165.859375 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -239165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -239269.500000 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -239269.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -239393.546875 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -239393.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -239586.468750 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -239586.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -239725.328125 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -239725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -239893.843750 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -239893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -240285.593750 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -240285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -240404.765625 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -240404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -240424.062500 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -240424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -240426.609375 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -240426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -240426.609375 Penalty: 3658.437500
	Iteration 25F: 3 clusters Score -240426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 590 members 
Entering Unmasked Estep 
Score: -120381888.000000 Penalty: 144891.109375
Splitting cluster 15 changes total score from -120382048.000000 to -120381888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -979497.562500 Penalty: 2181.229248
	Iteration 0F: 2 clusters Score -979497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -973993.125000 Penalty: 4362.458496
	Iteration 0F: 3 clusters Score -973993.1 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -975464.812500 Penalty: 4362.458496
	Iteration 1F: 3 clusters Score -975464.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -975768.000000 Penalty: 4362.458496
	Iteration 2F: 3 clusters Score -975768 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -975961.187500 Penalty: 4362.458496
	Iteration 3F: 3 clusters Score -975961.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -976129.375000 Penalty: 4362.458496
	Iteration 4Q: 3 clusters Score -976129.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -976293.812500 Penalty: 4362.458496
	Iteration 5Q: 3 clusters Score -976293.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -976424.375000 Penalty: 4362.458496
	Iteration 6Q: 3 clusters Score -976424.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -976536.250000 Penalty: 4362.458496
	Iteration 7Q: 3 clusters Score -976536.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -976648.625000 Penalty: 4362.458496
	Iteration 8Q: 3 clusters Score -976648.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -976754.375000 Penalty: 4362.458496
	Iteration 9Q: 3 clusters Score -976754.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -976833.125000 Penalty: 4362.458496
	Iteration 10Q: 3 clusters Score -976833.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -976904.125000 Penalty: 4362.458496
	Iteration 11Q: 3 clusters Score -976904.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -976964.250000 Penalty: 4362.458496
	Iteration 12Q: 3 clusters Score -976964.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -977001.312500 Penalty: 4362.458496
	Iteration 13Q: 3 clusters Score -977001.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -977022.750000 Penalty: 4362.458496
	Iteration 14Q: 3 clusters Score -977022.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -977037.687500 Penalty: 4362.458496
	Iteration 15Q: 3 clusters Score -977037.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -977056.187500 Penalty: 4362.458496
	Iteration 16Q: 3 clusters Score -977056.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -977073.000000 Penalty: 4362.458496
	Iteration 17Q: 3 clusters Score -977073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -977085.500000 Penalty: 4362.458496
	Iteration 18Q: 3 clusters Score -977085.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -977096.875000 Penalty: 4362.458496
	Iteration 19Q: 3 clusters Score -977096.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -977103.437500 Penalty: 4362.458496
	Iteration 20F: 3 clusters Score -977103.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -977112.750000 Penalty: 4362.458496
	Iteration 21Q: 3 clusters Score -977112.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -977120.125000 Penalty: 4362.458496
	Iteration 22Q: 3 clusters Score -977120.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -977126.250000 Penalty: 4362.458496
	Iteration 23Q: 3 clusters Score -977126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -977131.437500 Penalty: 4362.458496
	Iteration 24Q: 3 clusters Score -977131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -977135.937500 Penalty: 4362.458496
	Iteration 25Q: 3 clusters Score -977135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -977139.750000 Penalty: 4362.458496
	Iteration 26Q: 3 clusters Score -977139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -977141.750000 Penalty: 4362.458496
	Iteration 27Q: 3 clusters Score -977141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -977145.562500 Penalty: 4362.458496
	Iteration 28Q: 3 clusters Score -977145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -977149.625000 Penalty: 4362.458496
	Iteration 29Q: 3 clusters Score -977149.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -977157.375000 Penalty: 4362.458496
	Iteration 30Q: 3 clusters Score -977157.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -977158.812500 Penalty: 4362.458496
	Iteration 31Q: 3 clusters Score -977158.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -977159.500000 Penalty: 4362.458496
	Iteration 32Q: 3 clusters Score -977159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -977163.875000 Penalty: 4362.458496
	Iteration 33Q: 3 clusters Score -977163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -977168.562500 Penalty: 4362.458496
	Iteration 34Q: 3 clusters Score -977168.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -977172.937500 Penalty: 4362.458496
	Iteration 35Q: 3 clusters Score -977172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -977179.000000 Penalty: 4362.458496
	Iteration 36Q: 3 clusters Score -977179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -977183.687500 Penalty: 4362.458496
	Iteration 37Q: 3 clusters Score -977183.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -977184.812500 Penalty: 4362.458496
	Iteration 38Q: 3 clusters Score -977184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -977188.937500 Penalty: 4362.458496
	Iteration 39Q: 3 clusters Score -977188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -977192.375000 Penalty: 4362.458496
	Iteration 40F: 3 clusters Score -977192.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -977194.250000 Penalty: 4362.458496
	Iteration 41Q: 3 clusters Score -977194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -977198.125000 Penalty: 4362.458496
	Iteration 42Q: 3 clusters Score -977198.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -977203.187500 Penalty: 4362.458496
	Iteration 43Q: 3 clusters Score -977203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977202.562500 Penalty: 4362.458496
	Iteration 44Q: 3 clusters Score -977202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977203.687500 Penalty: 4362.458496
	Iteration 45Q: 3 clusters Score -977203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977203.937500 Penalty: 4362.458496
	Iteration 46Q: 3 clusters Score -977203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -977206.062500 Penalty: 4362.458496
	Iteration 47Q: 3 clusters Score -977206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -977204.250000 Penalty: 4362.458496
	Iteration 48Q: 3 clusters Score -977204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -977207.062500 Penalty: 4362.458496
	Iteration 49Q: 3 clusters Score -977207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -977209.812500 Penalty: 4362.458496
	Iteration 50Q: 3 clusters Score -977209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -977209.625000 Penalty: 4362.458496
	Iteration 51Q: 3 clusters Score -977209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -977211.500000 Penalty: 4362.458496
	Iteration 52Q: 3 clusters Score -977211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -977212.750000 Penalty: 4362.458496
	Iteration 53Q: 3 clusters Score -977212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -977213.937500 Penalty: 4362.458496
	Iteration 54Q: 3 clusters Score -977213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -977216.187500 Penalty: 4362.458496
	Iteration 55Q: 3 clusters Score -977216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -977215.687500 Penalty: 4362.458496
	Iteration 56Q: 3 clusters Score -977215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -977215.625000 Penalty: 4362.458496
	Iteration 57Q: 3 clusters Score -977215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -977215.812500 Penalty: 4362.458496
	Iteration 58Q: 3 clusters Score -977215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -977218.437500 Penalty: 4362.458496
	Iteration 59Q: 3 clusters Score -977218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -977218.437500 Penalty: 4362.458496
	Iteration 60F: 3 clusters Score -977218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -479101.187500 Penalty: 1993.791138
	Iteration 0F: 2 clusters Score -479101.2 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 1519 members 
Entering Unmasked Estep 
Score: -475765.812500 Penalty: 3987.582275
	Iteration 0F: 3 clusters Score -475765.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -476450.593750 Penalty: 3987.582275
	Iteration 1F: 3 clusters Score -476450.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -476593.687500 Penalty: 3987.582275
	Iteration 2F: 3 clusters Score -476593.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -476676.093750 Penalty: 3987.582275
	Iteration 3Q: 3 clusters Score -476676.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -476756.656250 Penalty: 3987.582275
	Iteration 4Q: 3 clusters Score -476756.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -476818.156250 Penalty: 3987.582275
	Iteration 5Q: 3 clusters Score -476818.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -476868.593750 Penalty: 3987.582275
	Iteration 6Q: 3 clusters Score -476868.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -476915.843750 Penalty: 3987.582275
	Iteration 7Q: 3 clusters Score -476915.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -476962.750000 Penalty: 3987.582275
	Iteration 8Q: 3 clusters Score -476962.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -477011.406250 Penalty: 3987.582275
	Iteration 9Q: 3 clusters Score -477011.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -477059.218750 Penalty: 3987.582275
	Iteration 10Q: 3 clusters Score -477059.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -477104.750000 Penalty: 3987.582275
	Iteration 11Q: 3 clusters Score -477104.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -477135.062500 Penalty: 3987.582275
	Iteration 12Q: 3 clusters Score -477135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -477153.406250 Penalty: 3987.582275
	Iteration 13Q: 3 clusters Score -477153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -477171.343750 Penalty: 3987.582275
	Iteration 14Q: 3 clusters Score -477171.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -477195.062500 Penalty: 3987.582275
	Iteration 15Q: 3 clusters Score -477195.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -477213.875000 Penalty: 3987.582275
	Iteration 16Q: 3 clusters Score -477213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -477228.687500 Penalty: 3987.582275
	Iteration 17Q: 3 clusters Score -477228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -477240.656250 Penalty: 3987.582275
	Iteration 18Q: 3 clusters Score -477240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -477256.750000 Penalty: 3987.582275
	Iteration 19Q: 3 clusters Score -477256.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -477275.500000 Penalty: 3987.582275
	Iteration 20F: 3 clusters Score -477275.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -477289.375000 Penalty: 3987.582275
	Iteration 21Q: 3 clusters Score -477289.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -477298.812500 Penalty: 3987.582275
	Iteration 22Q: 3 clusters Score -477298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -477311.187500 Penalty: 3987.582275
	Iteration 23Q: 3 clusters Score -477311.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -477326.375000 Penalty: 3987.582275
	Iteration 24Q: 3 clusters Score -477326.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -477341.125000 Penalty: 3987.582275
	Iteration 25Q: 3 clusters Score -477341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -477354.437500 Penalty: 3987.582275
	Iteration 26Q: 3 clusters Score -477354.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -477368.843750 Penalty: 3987.582275
	Iteration 27Q: 3 clusters Score -477368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -477382.468750 Penalty: 3987.582275
	Iteration 28Q: 3 clusters Score -477382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -477390.625000 Penalty: 3987.582275
	Iteration 29Q: 3 clusters Score -477390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -477397.156250 Penalty: 3987.582275
	Iteration 30Q: 3 clusters Score -477397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -477403.312500 Penalty: 3987.582275
	Iteration 31Q: 3 clusters Score -477403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -477407.281250 Penalty: 3987.582275
	Iteration 32Q: 3 clusters Score -477407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -477415.937500 Penalty: 3987.582275
	Iteration 33Q: 3 clusters Score -477415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -477424.343750 Penalty: 3987.582275
	Iteration 34Q: 3 clusters Score -477424.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -477434.312500 Penalty: 3987.582275
	Iteration 35Q: 3 clusters Score -477434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -477442.343750 Penalty: 3987.582275
	Iteration 36Q: 3 clusters Score -477442.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -477450.718750 Penalty: 3987.582275
	Iteration 37Q: 3 clusters Score -477450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -477461.875000 Penalty: 3987.582275
	Iteration 38Q: 3 clusters Score -477461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -477472.843750 Penalty: 3987.582275
	Iteration 39Q: 3 clusters Score -477472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -477480.968750 Penalty: 3987.582275
	Iteration 40F: 3 clusters Score -477481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -477490.468750 Penalty: 3987.582275
	Iteration 41Q: 3 clusters Score -477490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -477498.437500 Penalty: 3987.582275
	Iteration 42Q: 3 clusters Score -477498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -477505.562500 Penalty: 3987.582275
	Iteration 43Q: 3 clusters Score -477505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -477510.875000 Penalty: 3987.582275
	Iteration 44Q: 3 clusters Score -477510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -477515.437500 Penalty: 3987.582275
	Iteration 45Q: 3 clusters Score -477515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -477517.875000 Penalty: 3987.582275
	Iteration 46Q: 3 clusters Score -477517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -477520.750000 Penalty: 3987.582275
	Iteration 47Q: 3 clusters Score -477520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -477523.531250 Penalty: 3987.582275
	Iteration 48Q: 3 clusters Score -477523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -477523.968750 Penalty: 3987.582275
	Iteration 49Q: 3 clusters Score -477524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -477523.968750 Penalty: 3987.582275
	Iteration 50F: 3 clusters Score -477524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Entering Unmasked Estep 
Score: -16353561.000000 Penalty: 2863.919189
	Iteration 0F: 2 clusters Score -1.635356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -16289527.000000 Penalty: 5727.838379
	Iteration 0F: 3 clusters Score -1.628953e+07 nChanged 49028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -16317689.000000 Penalty: 5727.838379
	Iteration 1F: 3 clusters Score -1.631769e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -16318879.000000 Penalty: 5727.838379
	Iteration 2Q: 3 clusters Score -1.631888e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -16320387.000000 Penalty: 5727.838379
	Iteration 3Q: 3 clusters Score -1.632039e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -16322262.000000 Penalty: 5727.838379
	Iteration 4Q: 3 clusters Score -1.632226e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -16324810.000000 Penalty: 5727.838379
	Iteration 5F: 3 clusters Score -1.632481e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -16327918.000000 Penalty: 5727.838379
	Iteration 6F: 3 clusters Score -1.632792e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -16331680.000000 Penalty: 5727.838379
	Iteration 7F: 3 clusters Score -1.633168e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -16335411.000000 Penalty: 5727.838379
	Iteration 8F: 3 clusters Score -1.633541e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -16338672.000000 Penalty: 5727.838379
	Iteration 9F: 3 clusters Score -1.633867e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -16341587.000000 Penalty: 5727.838379
	Iteration 10Q: 3 clusters Score -1.634159e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -16343951.000000 Penalty: 5727.838379
	Iteration 11Q: 3 clusters Score -1.634395e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -16345988.000000 Penalty: 5727.838379
	Iteration 12Q: 3 clusters Score -1.634599e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -16347658.000000 Penalty: 5727.838379
	Iteration 13Q: 3 clusters Score -1.634766e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -16348974.000000 Penalty: 5727.838379
	Iteration 14Q: 3 clusters Score -1.634897e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -16349886.000000 Penalty: 5727.838379
	Iteration 15Q: 3 clusters Score -1.634989e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -16350485.000000 Penalty: 5727.838379
	Iteration 16Q: 3 clusters Score -1.635048e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -16350965.000000 Penalty: 5727.838379
	Iteration 17Q: 3 clusters Score -1.635096e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -16351282.000000 Penalty: 5727.838379
	Iteration 18Q: 3 clusters Score -1.635128e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -16351464.000000 Penalty: 5727.838379
	Iteration 19Q: 3 clusters Score -1.635146e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -16351625.000000 Penalty: 5727.838379
	Iteration 20F: 3 clusters Score -1.635162e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -16351739.000000 Penalty: 5727.838379
	Iteration 21Q: 3 clusters Score -1.635174e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -16351802.000000 Penalty: 5727.838379
	Iteration 22Q: 3 clusters Score -1.63518e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -16351836.000000 Penalty: 5727.838379
	Iteration 23Q: 3 clusters Score -1.635184e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -16351846.000000 Penalty: 5727.838379
	Iteration 24Q: 3 clusters Score -1.635185e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -16351911.000000 Penalty: 5727.838379
	Iteration 25Q: 3 clusters Score -1.635191e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -16351939.000000 Penalty: 5727.838379
	Iteration 26Q: 3 clusters Score -1.635194e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -16351970.000000 Penalty: 5727.838379
	Iteration 27Q: 3 clusters Score -1.635197e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -16351981.000000 Penalty: 5727.838379
	Iteration 28Q: 3 clusters Score -1.635198e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -16351969.000000 Penalty: 5727.838379
	Iteration 29Q: 3 clusters Score -1.635197e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -16351990.000000 Penalty: 5727.838379
	Iteration 30Q: 3 clusters Score -1.635199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -16352002.000000 Penalty: 5727.838379
	Iteration 31Q: 3 clusters Score -1.6352e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -16352030.000000 Penalty: 5727.838379
	Iteration 32Q: 3 clusters Score -1.635203e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16352029.000000 Penalty: 5727.838379
	Iteration 33Q: 3 clusters Score -1.635203e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -16352036.000000 Penalty: 5727.838379
	Iteration 34Q: 3 clusters Score -1.635204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -16352052.000000 Penalty: 5727.838379
	Iteration 35Q: 3 clusters Score -1.635205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -16352071.000000 Penalty: 5727.838379
	Iteration 36Q: 3 clusters Score -1.635207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -16352077.000000 Penalty: 5727.838379
	Iteration 37Q: 3 clusters Score -1.635208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -16352070.000000 Penalty: 5727.838379
	Iteration 38Q: 3 clusters Score -1.635207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -16352069.000000 Penalty: 5727.838379
	Iteration 39Q: 3 clusters Score -1.635207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -16352067.000000 Penalty: 5727.838379
	Iteration 40F: 3 clusters Score -1.635207e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -16352081.000000 Penalty: 5727.838379
	Iteration 41Q: 3 clusters Score -1.635208e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -16352073.000000 Penalty: 5727.838379
	Iteration 42Q: 3 clusters Score -1.635207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -16352090.000000 Penalty: 5727.838379
	Iteration 43Q: 3 clusters Score -1.635209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -16352100.000000 Penalty: 5727.838379
	Iteration 44Q: 3 clusters Score -1.63521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16352099.000000 Penalty: 5727.838379
	Iteration 45Q: 3 clusters Score -1.63521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16352101.000000 Penalty: 5727.838379
	Iteration 46Q: 3 clusters Score -1.63521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -16352102.000000 Penalty: 5727.838379
	Iteration 47Q: 3 clusters Score -1.63521e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -16352097.000000 Penalty: 5727.838379
	Iteration 48Q: 3 clusters Score -1.63521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -16352113.000000 Penalty: 5727.838379
	Iteration 49Q: 3 clusters Score -1.635211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16352101.000000 Penalty: 5727.838379
	Iteration 50Q: 3 clusters Score -1.63521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16352126.000000 Penalty: 5727.838379
	Iteration 51Q: 3 clusters Score -1.635213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16352135.000000 Penalty: 5727.838379
	Iteration 52Q: 3 clusters Score -1.635214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -16352115.000000 Penalty: 5727.838379
	Iteration 53Q: 3 clusters Score -1.635212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100662 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16352127.000000 Penalty: 5727.838379
	Iteration 54Q: 3 clusters Score -1.635213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16352150.000000 Penalty: 5727.838379
	Iteration 55Q: 3 clusters Score -1.635215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -16352144.000000 Penalty: 5727.838379
	Iteration 56Q: 3 clusters Score -1.635214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -16352142.000000 Penalty: 5727.838379
	Iteration 57Q: 3 clusters Score -1.635214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16352149.000000 Penalty: 5727.838379
	Iteration 58Q: 3 clusters Score -1.635215e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -16352156.000000 Penalty: 5727.838379
	Iteration 59Q: 3 clusters Score -1.635216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16352169.000000 Penalty: 5727.838379
	Iteration 60F: 3 clusters Score -1.635217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -16352162.000000 Penalty: 5727.838379
	Iteration 61Q: 3 clusters Score -1.635216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -16352164.000000 Penalty: 5727.838379
	Iteration 62Q: 3 clusters Score -1.635216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -16352162.000000 Penalty: 5727.838379
	Iteration 63Q: 3 clusters Score -1.635216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -16352171.000000 Penalty: 5727.838379
	Iteration 64Q: 3 clusters Score -1.635217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -16352178.000000 Penalty: 5727.838379
	Iteration 65Q: 3 clusters Score -1.635218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -16352172.000000 Penalty: 5727.838379
	Iteration 66Q: 3 clusters Score -1.635217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -16352169.000000 Penalty: 5727.838379
	Iteration 67Q: 3 clusters Score -1.635217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -16352159.000000 Penalty: 5727.838379
	Iteration 68Q: 3 clusters Score -1.635216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -16352155.000000 Penalty: 5727.838379
	Iteration 69Q: 3 clusters Score -1.635216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -16352155.000000 Penalty: 5727.838379
	Iteration 70Q: 3 clusters Score -1.635216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -16352153.000000 Penalty: 5727.838379
	Iteration 71Q: 3 clusters Score -1.635215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -16352159.000000 Penalty: 5727.838379
	Iteration 72Q: 3 clusters Score -1.635216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -16352166.000000 Penalty: 5727.838379
	Iteration 73Q: 3 clusters Score -1.635217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -16352169.000000 Penalty: 5727.838379
	Iteration 74Q: 3 clusters Score -1.635217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -16352162.000000 Penalty: 5727.838379
	Iteration 75Q: 3 clusters Score -1.635216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -16352167.000000 Penalty: 5727.838379
	Iteration 76Q: 3 clusters Score -1.635217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16352163.000000 Penalty: 5727.838379
	Iteration 77Q: 3 clusters Score -1.635216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -16352157.000000 Penalty: 5727.838379
	Iteration 78Q: 3 clusters Score -1.635216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -16352169.000000 Penalty: 5727.838379
	Iteration 79Q: 3 clusters Score -1.635217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16352169.000000 Penalty: 5727.838379
	Iteration 80F: 3 clusters Score -1.635217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -16352179.000000 Penalty: 5727.838379
	Iteration 81Q: 3 clusters Score -1.635218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -16352189.000000 Penalty: 5727.838379
	Iteration 82Q: 3 clusters Score -1.635219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -16352179.000000 Penalty: 5727.838379
	Iteration 83Q: 3 clusters Score -1.635218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -16352184.000000 Penalty: 5727.838379
	Iteration 84Q: 3 clusters Score -1.635218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -16352183.000000 Penalty: 5727.838379
	Iteration 85Q: 3 clusters Score -1.635218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -16352198.000000 Penalty: 5727.838379
	Iteration 86Q: 3 clusters Score -1.63522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -16352199.000000 Penalty: 5727.838379
	Iteration 87Q: 3 clusters Score -1.63522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -16352199.000000 Penalty: 5727.838379
	Iteration 88F: 3 clusters Score -1.63522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Entering Unmasked Estep 
Score: -3545374.750000 Penalty: 2501.218506
	Iteration 0F: 2 clusters Score -3545375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3528647.500000 Penalty: 5002.437012
	Iteration 0F: 3 clusters Score -3528648 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3535018.500000 Penalty: 5002.437012
	Iteration 1F: 3 clusters Score -3535018 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3536206.000000 Penalty: 5002.437012
	Iteration 2F: 3 clusters Score -3536206 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3537438.250000 Penalty: 5002.437012
	Iteration 3F: 3 clusters Score -3537438 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3538563.750000 Penalty: 5002.437012
	Iteration 4F: 3 clusters Score -3538564 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3539510.250000 Penalty: 5002.437012
	Iteration 5F: 3 clusters Score -3539510 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3540190.750000 Penalty: 5002.437012
	Iteration 6F: 3 clusters Score -3540191 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3540731.500000 Penalty: 5002.437012
	Iteration 7Q: 3 clusters Score -3540732 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3541189.500000 Penalty: 5002.437012
	Iteration 8Q: 3 clusters Score -3541190 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3541547.250000 Penalty: 5002.437012
	Iteration 9Q: 3 clusters Score -3541547 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3541903.000000 Penalty: 5002.437012
	Iteration 10Q: 3 clusters Score -3541903 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3542185.750000 Penalty: 5002.437012
	Iteration 11Q: 3 clusters Score -3542186 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3542445.750000 Penalty: 5002.437012
	Iteration 12Q: 3 clusters Score -3542446 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3542679.750000 Penalty: 5002.437012
	Iteration 13Q: 3 clusters Score -3542680 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3542838.250000 Penalty: 5002.437012
	Iteration 14Q: 3 clusters Score -3542838 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3542973.500000 Penalty: 5002.437012
	Iteration 15Q: 3 clusters Score -3542974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3543075.750000 Penalty: 5002.437012
	Iteration 16Q: 3 clusters Score -3543076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3543167.000000 Penalty: 5002.437012
	Iteration 17Q: 3 clusters Score -3543167 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3543268.500000 Penalty: 5002.437012
	Iteration 18Q: 3 clusters Score -3543268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3543379.750000 Penalty: 5002.437012
	Iteration 19Q: 3 clusters Score -3543380 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3543465.500000 Penalty: 5002.437012
	Iteration 20F: 3 clusters Score -3543466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3543532.500000 Penalty: 5002.437012
	Iteration 21Q: 3 clusters Score -3543532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3543592.500000 Penalty: 5002.437012
	Iteration 22Q: 3 clusters Score -3543592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3543623.500000 Penalty: 5002.437012
	Iteration 23Q: 3 clusters Score -3543624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3543647.500000 Penalty: 5002.437012
	Iteration 24Q: 3 clusters Score -3543648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3543666.000000 Penalty: 5002.437012
	Iteration 25Q: 3 clusters Score -3543666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3543682.500000 Penalty: 5002.437012
	Iteration 26Q: 3 clusters Score -3543682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3543701.000000 Penalty: 5002.437012
	Iteration 27Q: 3 clusters Score -3543701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3543708.500000 Penalty: 5002.437012
	Iteration 28Q: 3 clusters Score -3543708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3543714.250000 Penalty: 5002.437012
	Iteration 29Q: 3 clusters Score -3543714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3543730.000000 Penalty: 5002.437012
	Iteration 30Q: 3 clusters Score -3543730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3543742.500000 Penalty: 5002.437012
	Iteration 31Q: 3 clusters Score -3543742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3543756.000000 Penalty: 5002.437012
	Iteration 32Q: 3 clusters Score -3543756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3543765.250000 Penalty: 5002.437012
	Iteration 33Q: 3 clusters Score -3543765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3543775.250000 Penalty: 5002.437012
	Iteration 34Q: 3 clusters Score -3543775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3543778.750000 Penalty: 5002.437012
	Iteration 35Q: 3 clusters Score -3543779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3543783.750000 Penalty: 5002.437012
	Iteration 36Q: 3 clusters Score -3543784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3543786.750000 Penalty: 5002.437012
	Iteration 37Q: 3 clusters Score -3543787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3543785.750000 Penalty: 5002.437012
	Iteration 38Q: 3 clusters Score -3543786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3543792.500000 Penalty: 5002.437012
	Iteration 39Q: 3 clusters Score -3543792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3543789.750000 Penalty: 5002.437012
	Iteration 40F: 3 clusters Score -3543790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3543792.750000 Penalty: 5002.437012
	Iteration 41Q: 3 clusters Score -3543793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3543801.000000 Penalty: 5002.437012
	Iteration 42Q: 3 clusters Score -3543801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3543801.750000 Penalty: 5002.437012
	Iteration 43Q: 3 clusters Score -3543802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3543810.500000 Penalty: 5002.437012
	Iteration 44Q: 3 clusters Score -3543810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3543810.000000 Penalty: 5002.437012
	Iteration 45Q: 3 clusters Score -3543810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3543810.250000 Penalty: 5002.437012
	Iteration 46Q: 3 clusters Score -3543810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3543818.000000 Penalty: 5002.437012
	Iteration 47Q: 3 clusters Score -3543818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3543818.750000 Penalty: 5002.437012
	Iteration 48Q: 3 clusters Score -3543819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3543822.500000 Penalty: 5002.437012
	Iteration 49Q: 3 clusters Score -3543822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3543819.250000 Penalty: 5002.437012
	Iteration 50Q: 3 clusters Score -3543819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3543818.500000 Penalty: 5002.437012
	Iteration 51Q: 3 clusters Score -3543818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3543826.750000 Penalty: 5002.437012
	Iteration 52Q: 3 clusters Score -3543827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3543827.250000 Penalty: 5002.437012
	Iteration 53Q: 3 clusters Score -3543827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3543827.500000 Penalty: 5002.437012
	Iteration 54Q: 3 clusters Score -3543828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3543827.500000 Penalty: 5002.437012
	Iteration 55F: 3 clusters Score -3543828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -674141.375000 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -674141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -669979.562500 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -669979.6 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -670891.125000 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -670891.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -671119.750000 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -671119.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -671257.375000 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -671257.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -671385.125000 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -671385.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -671544.125000 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -671544.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -671737.250000 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -671737.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -671995.250000 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -671995.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -672286.375000 Penalty: 4169.948730
	Iteration 8F: 3 clusters Score -672286.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -672624.812500 Penalty: 4169.948730
	Iteration 9F: 3 clusters Score -672624.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -673007.812500 Penalty: 4169.948730
	Iteration 10F: 3 clusters Score -673007.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -673451.687500 Penalty: 4169.948730
	Iteration 11F: 3 clusters Score -673451.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -673861.625000 Penalty: 4169.948730
	Iteration 12F: 3 clusters Score -673861.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -674195.250000 Penalty: 4169.948730
	Iteration 13F: 3 clusters Score -674195.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -674471.937500 Penalty: 4169.948730
	Iteration 14F: 3 clusters Score -674471.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -674603.062500 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -674603.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -674659.937500 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -674659.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -674706.187500 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -674706.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -674730.500000 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -674730.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -674752.312500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -674752.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -674763.562500 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -674763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -674773.187500 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -674773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -674776.937500 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -674776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -674778.312500 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -674778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -674781.125000 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -674781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -674783.062500 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -674783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -674784.562500 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -674784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -674788.375000 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -674788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -674791.562500 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -674791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -674790.312500 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -674790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -674793.187500 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -674793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -674792.312500 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -674792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -674793.312500 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -674793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -674793.312500 Penalty: 4169.948730
	Iteration 33F: 3 clusters Score -674793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 2377 members 
Entering Unmasked Estep 
Score: -120381368.000000 Penalty: 144891.109375
Splitting cluster 20 changes total score from -120382048.000000 to -120381368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1956266.000000 Penalty: 2353.298828
	Iteration 0F: 2 clusters Score -1956266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1946494.500000 Penalty: 4706.597656
	Iteration 0F: 3 clusters Score -1946494 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1949832.250000 Penalty: 4706.597656
	Iteration 1F: 3 clusters Score -1949832 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1950354.000000 Penalty: 4706.597656
	Iteration 2F: 3 clusters Score -1950354 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1950846.375000 Penalty: 4706.597656
	Iteration 3F: 3 clusters Score -1950846 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1951375.625000 Penalty: 4706.597656
	Iteration 4F: 3 clusters Score -1951376 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1951950.000000 Penalty: 4706.597656
	Iteration 5F: 3 clusters Score -1951950 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1952578.375000 Penalty: 4706.597656
	Iteration 6F: 3 clusters Score -1952578 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1953218.250000 Penalty: 4706.597656
	Iteration 7F: 3 clusters Score -1953218 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1953685.750000 Penalty: 4706.597656
	Iteration 8Q: 3 clusters Score -1953686 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1953982.125000 Penalty: 4706.597656
	Iteration 9Q: 3 clusters Score -1953982 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1954157.250000 Penalty: 4706.597656
	Iteration 10Q: 3 clusters Score -1954157 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1954262.000000 Penalty: 4706.597656
	Iteration 11Q: 3 clusters Score -1954262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1954335.375000 Penalty: 4706.597656
	Iteration 12Q: 3 clusters Score -1954335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1954383.250000 Penalty: 4706.597656
	Iteration 13Q: 3 clusters Score -1954383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1954421.875000 Penalty: 4706.597656
	Iteration 14Q: 3 clusters Score -1954422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1954451.375000 Penalty: 4706.597656
	Iteration 15Q: 3 clusters Score -1954451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1954467.625000 Penalty: 4706.597656
	Iteration 16Q: 3 clusters Score -1954468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1954487.375000 Penalty: 4706.597656
	Iteration 17Q: 3 clusters Score -1954487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1954496.125000 Penalty: 4706.597656
	Iteration 18Q: 3 clusters Score -1954496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1954505.375000 Penalty: 4706.597656
	Iteration 19Q: 3 clusters Score -1954505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1954521.750000 Penalty: 4706.597656
	Iteration 20F: 3 clusters Score -1954522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1954524.125000 Penalty: 4706.597656
	Iteration 21Q: 3 clusters Score -1954524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1954532.125000 Penalty: 4706.597656
	Iteration 22Q: 3 clusters Score -1954532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1954539.875000 Penalty: 4706.597656
	Iteration 23Q: 3 clusters Score -1954540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1954546.750000 Penalty: 4706.597656
	Iteration 24Q: 3 clusters Score -1954547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1954556.500000 Penalty: 4706.597656
	Iteration 25Q: 3 clusters Score -1954556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1954560.500000 Penalty: 4706.597656
	Iteration 26Q: 3 clusters Score -1954560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1954569.375000 Penalty: 4706.597656
	Iteration 27Q: 3 clusters Score -1954569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1954572.125000 Penalty: 4706.597656
	Iteration 28Q: 3 clusters Score -1954572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1954582.500000 Penalty: 4706.597656
	Iteration 29Q: 3 clusters Score -1954582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1954593.875000 Penalty: 4706.597656
	Iteration 30Q: 3 clusters Score -1954594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1954606.500000 Penalty: 4706.597656
	Iteration 31Q: 3 clusters Score -1954606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1954610.375000 Penalty: 4706.597656
	Iteration 32Q: 3 clusters Score -1954610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1954626.625000 Penalty: 4706.597656
	Iteration 33Q: 3 clusters Score -1954627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1954642.500000 Penalty: 4706.597656
	Iteration 34Q: 3 clusters Score -1954642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1954654.875000 Penalty: 4706.597656
	Iteration 35Q: 3 clusters Score -1954655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1954673.375000 Penalty: 4706.597656
	Iteration 36Q: 3 clusters Score -1954673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1954684.750000 Penalty: 4706.597656
	Iteration 37Q: 3 clusters Score -1954685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1954723.375000 Penalty: 4706.597656
	Iteration 38Q: 3 clusters Score -1954723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1954755.625000 Penalty: 4706.597656
	Iteration 39Q: 3 clusters Score -1954756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1954778.125000 Penalty: 4706.597656
	Iteration 40F: 3 clusters Score -1954778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1954793.500000 Penalty: 4706.597656
	Iteration 41Q: 3 clusters Score -1954794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1954806.500000 Penalty: 4706.597656
	Iteration 42Q: 3 clusters Score -1954806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1954821.625000 Penalty: 4706.597656
	Iteration 43Q: 3 clusters Score -1954822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1954822.500000 Penalty: 4706.597656
	Iteration 44Q: 3 clusters Score -1954822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1954828.000000 Penalty: 4706.597656
	Iteration 45Q: 3 clusters Score -1954828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1954833.125000 Penalty: 4706.597656
	Iteration 46Q: 3 clusters Score -1954833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1954843.125000 Penalty: 4706.597656
	Iteration 47Q: 3 clusters Score -1954843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1954848.125000 Penalty: 4706.597656
	Iteration 48Q: 3 clusters Score -1954848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1954853.500000 Penalty: 4706.597656
	Iteration 49Q: 3 clusters Score -1954854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1954856.625000 Penalty: 4706.597656
	Iteration 50Q: 3 clusters Score -1954857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1954857.000000 Penalty: 4706.597656
	Iteration 51Q: 3 clusters Score -1954857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1954861.375000 Penalty: 4706.597656
	Iteration 52Q: 3 clusters Score -1954861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1954865.500000 Penalty: 4706.597656
	Iteration 53Q: 3 clusters Score -1954866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1954861.875000 Penalty: 4706.597656
	Iteration 54Q: 3 clusters Score -1954862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1954861.875000 Penalty: 4706.597656
	Iteration 55F: 3 clusters Score -1954862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -659235.437500 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -659235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -655053.375000 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -655053.4 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -656086.812500 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -656086.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -656366.562500 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -656366.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -656539.437500 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -656539.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -656653.875000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -656653.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -656751.187500 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -656751.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -656826.750000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -656826.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -656898.250000 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -656898.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -656973.937500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -656973.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -657035.375000 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -657035.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -657099.062500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -657099.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -657166.000000 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -657166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -657230.937500 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -657230.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -657311.937500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -657311.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -657390.500000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -657390.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -657479.375000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -657479.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -657567.187500 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -657567.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -657627.562500 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -657627.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -657677.875000 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -657677.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -657732.875000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -657732.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -657763.687500 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -657763.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -657799.312500 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -657799.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -657830.625000 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -657830.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -657852.375000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -657852.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -657863.500000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -657863.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -657871.937500 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -657871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -657880.375000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -657880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -657882.750000 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -657882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -657887.250000 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -657887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -657889.375000 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -657889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -657890.312500 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -657890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -657891.625000 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -657891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -657892.875000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -657892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -657893.187500 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -657893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -657894.625000 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -657894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -657894.625000 Penalty: 4164.380859
	Iteration 35F: 3 clusters Score -657894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -955270.187500 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -955270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -950029.812500 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -950029.8 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -951446.062500 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -951446.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -951739.875000 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -951739.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -951985.937500 Penalty: 4334.650879
	Iteration 3F: 3 clusters Score -951985.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -952199.187500 Penalty: 4334.650879
	Iteration 4Q: 3 clusters Score -952199.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -952390.812500 Penalty: 4334.650879
	Iteration 5Q: 3 clusters Score -952390.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -952563.562500 Penalty: 4334.650879
	Iteration 6Q: 3 clusters Score -952563.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -952725.437500 Penalty: 4334.650879
	Iteration 7Q: 3 clusters Score -952725.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -952874.687500 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -952874.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -953015.812500 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -953015.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -953153.875000 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -953153.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -953264.375000 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -953264.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -953369.125000 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -953369.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953467.000000 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -953467 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -953548.125000 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -953548.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -953604.312500 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -953604.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -953648.000000 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -953648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -953684.187500 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -953684.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -953715.062500 Penalty: 4334.650879
	Iteration 18Q: 3 clusters Score -953715.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -953738.187500 Penalty: 4334.650879
	Iteration 19Q: 3 clusters Score -953738.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -953759.125000 Penalty: 4334.650879
	Iteration 20F: 3 clusters Score -953759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -953785.937500 Penalty: 4334.650879
	Iteration 21Q: 3 clusters Score -953785.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -953809.500000 Penalty: 4334.650879
	Iteration 22Q: 3 clusters Score -953809.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -953827.937500 Penalty: 4334.650879
	Iteration 23Q: 3 clusters Score -953827.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -953845.500000 Penalty: 4334.650879
	Iteration 24Q: 3 clusters Score -953845.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -953854.937500 Penalty: 4334.650879
	Iteration 25Q: 3 clusters Score -953854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -953864.625000 Penalty: 4334.650879
	Iteration 26Q: 3 clusters Score -953864.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -953878.187500 Penalty: 4334.650879
	Iteration 27Q: 3 clusters Score -953878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -953888.250000 Penalty: 4334.650879
	Iteration 28Q: 3 clusters Score -953888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -953897.000000 Penalty: 4334.650879
	Iteration 29Q: 3 clusters Score -953897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -953905.187500 Penalty: 4334.650879
	Iteration 30Q: 3 clusters Score -953905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -953915.500000 Penalty: 4334.650879
	Iteration 31Q: 3 clusters Score -953915.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -953920.812500 Penalty: 4334.650879
	Iteration 32Q: 3 clusters Score -953920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -953928.375000 Penalty: 4334.650879
	Iteration 33Q: 3 clusters Score -953928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -953933.812500 Penalty: 4334.650879
	Iteration 34Q: 3 clusters Score -953933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -953938.375000 Penalty: 4334.650879
	Iteration 35Q: 3 clusters Score -953938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -953943.562500 Penalty: 4334.650879
	Iteration 36Q: 3 clusters Score -953943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -953946.812500 Penalty: 4334.650879
	Iteration 37Q: 3 clusters Score -953946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -953951.750000 Penalty: 4334.650879
	Iteration 38Q: 3 clusters Score -953951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -953954.687500 Penalty: 4334.650879
	Iteration 39Q: 3 clusters Score -953954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -953955.875000 Penalty: 4334.650879
	Iteration 40F: 3 clusters Score -953955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -953958.812500 Penalty: 4334.650879
	Iteration 41Q: 3 clusters Score -953958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -953964.437500 Penalty: 4334.650879
	Iteration 42Q: 3 clusters Score -953964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -953973.812500 Penalty: 4334.650879
	Iteration 43Q: 3 clusters Score -953973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -953978.000000 Penalty: 4334.650879
	Iteration 44Q: 3 clusters Score -953978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -953983.250000 Penalty: 4334.650879
	Iteration 45Q: 3 clusters Score -953983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -953981.875000 Penalty: 4334.650879
	Iteration 46Q: 3 clusters Score -953981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -953982.812500 Penalty: 4334.650879
	Iteration 47Q: 3 clusters Score -953982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -953984.500000 Penalty: 4334.650879
	Iteration 48Q: 3 clusters Score -953984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -953984.500000 Penalty: 4334.650879
	Iteration 49F: 3 clusters Score -953984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -165163.515625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -165163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -163126.781250 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -163126.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -163428.812500 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -163428.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -163502.187500 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -163502.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163545.921875 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -163545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163602.187500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -163602.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -163647.000000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -163647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163690.109375 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -163690.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163731.390625 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -163731.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163772.718750 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -163772.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -163802.656250 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -163802.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -163837.765625 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -163837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -163868.453125 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -163868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -163896.421875 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -163896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -163906.796875 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -163906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -163920.953125 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -163921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -163934.578125 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -163934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163944.765625 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -163944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -163952.015625 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -163952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -163954.625000 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -163954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -163959.234375 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -163959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -163968.078125 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -163968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -163986.218750 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -163986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -164009.312500 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -164009.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -164025.375000 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -164025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -164039.171875 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -164039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -164046.500000 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -164046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -164047.921875 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -164047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -164047.921875 Penalty: 3482.900391
	Iteration 27F: 3 clusters Score -164047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Entering Unmasked Estep 
Score: -8759015.000000 Penalty: 2712.374268
	Iteration 0F: 2 clusters Score -8759015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8721210.000000 Penalty: 5424.748535
	Iteration 0F: 3 clusters Score -8721210 nChanged 26188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -8736089.000000 Penalty: 5424.748535
	Iteration 1F: 3 clusters Score -8736089 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8737113.000000 Penalty: 5424.748535
	Iteration 2Q: 3 clusters Score -8737113 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -8738486.000000 Penalty: 5424.748535
	Iteration 3F: 3 clusters Score -8738486 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -8740533.000000 Penalty: 5424.748535
	Iteration 4F: 3 clusters Score -8740533 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -8743743.000000 Penalty: 5424.748535
	Iteration 5F: 3 clusters Score -8743743 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -8747724.000000 Penalty: 5424.748535
	Iteration 6F: 3 clusters Score -8747724 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -8751471.000000 Penalty: 5424.748535
	Iteration 7F: 3 clusters Score -8751471 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8754111.000000 Penalty: 5424.748535
	Iteration 8F: 3 clusters Score -8754111 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8755497.000000 Penalty: 5424.748535
	Iteration 9Q: 3 clusters Score -8755497 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8756144.000000 Penalty: 5424.748535
	Iteration 10Q: 3 clusters Score -8756144 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8756400.000000 Penalty: 5424.748535
	Iteration 11Q: 3 clusters Score -8756400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8756566.000000 Penalty: 5424.748535
	Iteration 12Q: 3 clusters Score -8756566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8756685.000000 Penalty: 5424.748535
	Iteration 13Q: 3 clusters Score -8756685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8756764.000000 Penalty: 5424.748535
	Iteration 14Q: 3 clusters Score -8756764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8756814.000000 Penalty: 5424.748535
	Iteration 15Q: 3 clusters Score -8756814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8756841.000000 Penalty: 5424.748535
	Iteration 16Q: 3 clusters Score -8756841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8756859.000000 Penalty: 5424.748535
	Iteration 17Q: 3 clusters Score -8756859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8756869.000000 Penalty: 5424.748535
	Iteration 18Q: 3 clusters Score -8756869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8756881.000000 Penalty: 5424.748535
	Iteration 19Q: 3 clusters Score -8756881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8756891.000000 Penalty: 5424.748535
	Iteration 20F: 3 clusters Score -8756891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8756898.000000 Penalty: 5424.748535
	Iteration 21Q: 3 clusters Score -8756898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8756897.000000 Penalty: 5424.748535
	Iteration 22Q: 3 clusters Score -8756897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8756901.000000 Penalty: 5424.748535
	Iteration 23Q: 3 clusters Score -8756901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8756899.000000 Penalty: 5424.748535
	Iteration 24Q: 3 clusters Score -8756899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8756906.000000 Penalty: 5424.748535
	Iteration 25Q: 3 clusters Score -8756906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8756916.000000 Penalty: 5424.748535
	Iteration 26Q: 3 clusters Score -8756916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8756918.000000 Penalty: 5424.748535
	Iteration 27Q: 3 clusters Score -8756918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8756923.000000 Penalty: 5424.748535
	Iteration 28Q: 3 clusters Score -8756923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8756924.000000 Penalty: 5424.748535
	Iteration 29Q: 3 clusters Score -8756924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8756914.000000 Penalty: 5424.748535
	Iteration 30Q: 3 clusters Score -8756914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8756920.000000 Penalty: 5424.748535
	Iteration 31Q: 3 clusters Score -8756920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8756921.000000 Penalty: 5424.748535
	Iteration 32Q: 3 clusters Score -8756921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8756922.000000 Penalty: 5424.748535
	Iteration 33Q: 3 clusters Score -8756922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8756922.000000 Penalty: 5424.748535
	Iteration 34F: 3 clusters Score -8756922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -40570.207031 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -40570.21 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 157 members 
Entering Unmasked Estep 
Score: -39465.878906 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -39465.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39602.878906 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -39602.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39634.183594 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -39634.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39640.730469 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -39640.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39642.582031 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -39642.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39642.582031 Penalty: 2842.129395
	Iteration 5F: 3 clusters Score -39642.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Entering Unmasked Estep 
Score: -2614638.250000 Penalty: 2410.019287
	Iteration 0F: 2 clusters Score -2614638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2602787.500000 Penalty: 4820.038574
	Iteration 0F: 3 clusters Score -2602788 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2606559.750000 Penalty: 4820.038574
	Iteration 1F: 3 clusters Score -2606560 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2606917.500000 Penalty: 4820.038574
	Iteration 2F: 3 clusters Score -2606918 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2607265.750000 Penalty: 4820.038574
	Iteration 3Q: 3 clusters Score -2607266 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2607546.750000 Penalty: 4820.038574
	Iteration 4Q: 3 clusters Score -2607547 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2607851.500000 Penalty: 4820.038574
	Iteration 5Q: 3 clusters Score -2607852 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2608185.750000 Penalty: 4820.038574
	Iteration 6Q: 3 clusters Score -2608186 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2608596.500000 Penalty: 4820.038574
	Iteration 7Q: 3 clusters Score -2608596 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2609034.750000 Penalty: 4820.038574
	Iteration 8Q: 3 clusters Score -2609035 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2609540.000000 Penalty: 4820.038574
	Iteration 9Q: 3 clusters Score -2609540 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2610113.000000 Penalty: 4820.038574
	Iteration 10Q: 3 clusters Score -2610113 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2610740.250000 Penalty: 4820.038574
	Iteration 11Q: 3 clusters Score -2610740 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2611301.750000 Penalty: 4820.038574
	Iteration 12Q: 3 clusters Score -2611302 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2611746.500000 Penalty: 4820.038574
	Iteration 13Q: 3 clusters Score -2611746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2612059.500000 Penalty: 4820.038574
	Iteration 14Q: 3 clusters Score -2612060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2612265.000000 Penalty: 4820.038574
	Iteration 15Q: 3 clusters Score -2612265 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2612381.500000 Penalty: 4820.038574
	Iteration 16Q: 3 clusters Score -2612382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2612450.750000 Penalty: 4820.038574
	Iteration 17Q: 3 clusters Score -2612451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2612494.250000 Penalty: 4820.038574
	Iteration 18Q: 3 clusters Score -2612494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2612529.000000 Penalty: 4820.038574
	Iteration 19Q: 3 clusters Score -2612529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2612553.250000 Penalty: 4820.038574
	Iteration 20F: 3 clusters Score -2612553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2612572.750000 Penalty: 4820.038574
	Iteration 21Q: 3 clusters Score -2612573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2612587.750000 Penalty: 4820.038574
	Iteration 22Q: 3 clusters Score -2612588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2612608.750000 Penalty: 4820.038574
	Iteration 23Q: 3 clusters Score -2612609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2612623.000000 Penalty: 4820.038574
	Iteration 24Q: 3 clusters Score -2612623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2612632.000000 Penalty: 4820.038574
	Iteration 25Q: 3 clusters Score -2612632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2612635.250000 Penalty: 4820.038574
	Iteration 26Q: 3 clusters Score -2612635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2612641.500000 Penalty: 4820.038574
	Iteration 27Q: 3 clusters Score -2612642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2612645.500000 Penalty: 4820.038574
	Iteration 28Q: 3 clusters Score -2612646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2612646.000000 Penalty: 4820.038574
	Iteration 29Q: 3 clusters Score -2612646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2612651.750000 Penalty: 4820.038574
	Iteration 30Q: 3 clusters Score -2612652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2612653.000000 Penalty: 4820.038574
	Iteration 31Q: 3 clusters Score -2612653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2612656.250000 Penalty: 4820.038574
	Iteration 32Q: 3 clusters Score -2612656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2612663.750000 Penalty: 4820.038574
	Iteration 33Q: 3 clusters Score -2612664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2612662.750000 Penalty: 4820.038574
	Iteration 34Q: 3 clusters Score -2612663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2612662.750000 Penalty: 4820.038574
	Iteration 35F: 3 clusters Score -2612663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Entering Unmasked Estep 
Score: -3341721.750000 Penalty: 2483.571777
	Iteration 0F: 2 clusters Score -3341722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3326242.250000 Penalty: 4967.143555
	Iteration 0F: 3 clusters Score -3326242 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3331970.750000 Penalty: 4967.143555
	Iteration 1F: 3 clusters Score -3331971 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3332939.500000 Penalty: 4967.143555
	Iteration 2F: 3 clusters Score -3332940 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3334119.000000 Penalty: 4967.143555
	Iteration 3F: 3 clusters Score -3334119 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3335627.750000 Penalty: 4967.143555
	Iteration 4F: 3 clusters Score -3335628 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3337168.500000 Penalty: 4967.143555
	Iteration 5F: 3 clusters Score -3337168 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3338414.000000 Penalty: 4967.143555
	Iteration 6F: 3 clusters Score -3338414 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3339193.250000 Penalty: 4967.143555
	Iteration 7F: 3 clusters Score -3339193 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3339676.500000 Penalty: 4967.143555
	Iteration 8Q: 3 clusters Score -3339676 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3339986.750000 Penalty: 4967.143555
	Iteration 9Q: 3 clusters Score -3339987 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3340201.000000 Penalty: 4967.143555
	Iteration 10Q: 3 clusters Score -3340201 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3340322.000000 Penalty: 4967.143555
	Iteration 11Q: 3 clusters Score -3340322 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3340422.250000 Penalty: 4967.143555
	Iteration 12Q: 3 clusters Score -3340422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3340522.500000 Penalty: 4967.143555
	Iteration 13Q: 3 clusters Score -3340522 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3340579.500000 Penalty: 4967.143555
	Iteration 14Q: 3 clusters Score -3340580 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3340624.500000 Penalty: 4967.143555
	Iteration 15Q: 3 clusters Score -3340624 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3340671.750000 Penalty: 4967.143555
	Iteration 16Q: 3 clusters Score -3340672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3340699.250000 Penalty: 4967.143555
	Iteration 17Q: 3 clusters Score -3340699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3340751.500000 Penalty: 4967.143555
	Iteration 18Q: 3 clusters Score -3340752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3340775.750000 Penalty: 4967.143555
	Iteration 19Q: 3 clusters Score -3340776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3340787.250000 Penalty: 4967.143555
	Iteration 20F: 3 clusters Score -3340787 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3340807.000000 Penalty: 4967.143555
	Iteration 21Q: 3 clusters Score -3340807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3340815.500000 Penalty: 4967.143555
	Iteration 22Q: 3 clusters Score -3340816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3340814.000000 Penalty: 4967.143555
	Iteration 23Q: 3 clusters Score -3340814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3340833.000000 Penalty: 4967.143555
	Iteration 24Q: 3 clusters Score -3340833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3340840.250000 Penalty: 4967.143555
	Iteration 25Q: 3 clusters Score -3340840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3340844.000000 Penalty: 4967.143555
	Iteration 26Q: 3 clusters Score -3340844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3340853.000000 Penalty: 4967.143555
	Iteration 27Q: 3 clusters Score -3340853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3340869.000000 Penalty: 4967.143555
	Iteration 28Q: 3 clusters Score -3340869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3340867.500000 Penalty: 4967.143555
	Iteration 29Q: 3 clusters Score -3340868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3340890.250000 Penalty: 4967.143555
	Iteration 30Q: 3 clusters Score -3340890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3340903.250000 Penalty: 4967.143555
	Iteration 31Q: 3 clusters Score -3340903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3340913.500000 Penalty: 4967.143555
	Iteration 32Q: 3 clusters Score -3340914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3340937.750000 Penalty: 4967.143555
	Iteration 33Q: 3 clusters Score -3340938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3340955.750000 Penalty: 4967.143555
	Iteration 34Q: 3 clusters Score -3340956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3340968.250000 Penalty: 4967.143555
	Iteration 35Q: 3 clusters Score -3340968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3340968.000000 Penalty: 4967.143555
	Iteration 36Q: 3 clusters Score -3340968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3340985.000000 Penalty: 4967.143555
	Iteration 37Q: 3 clusters Score -3340985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3341012.750000 Penalty: 4967.143555
	Iteration 38Q: 3 clusters Score -3341013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3341020.000000 Penalty: 4967.143555
	Iteration 39Q: 3 clusters Score -3341020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3341027.500000 Penalty: 4967.143555
	Iteration 40F: 3 clusters Score -3341028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3341051.750000 Penalty: 4967.143555
	Iteration 41Q: 3 clusters Score -3341052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3341062.750000 Penalty: 4967.143555
	Iteration 42Q: 3 clusters Score -3341063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3341070.000000 Penalty: 4967.143555
	Iteration 43Q: 3 clusters Score -3341070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3341080.000000 Penalty: 4967.143555
	Iteration 44Q: 3 clusters Score -3341080 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3341104.250000 Penalty: 4967.143555
	Iteration 45Q: 3 clusters Score -3341104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3341129.250000 Penalty: 4967.143555
	Iteration 46Q: 3 clusters Score -3341129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3341152.000000 Penalty: 4967.143555
	Iteration 47Q: 3 clusters Score -3341152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3341165.000000 Penalty: 4967.143555
	Iteration 48Q: 3 clusters Score -3341165 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3341180.250000 Penalty: 4967.143555
	Iteration 49Q: 3 clusters Score -3341180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3341194.250000 Penalty: 4967.143555
	Iteration 50Q: 3 clusters Score -3341194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3341206.750000 Penalty: 4967.143555
	Iteration 51Q: 3 clusters Score -3341207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3341243.000000 Penalty: 4967.143555
	Iteration 52Q: 3 clusters Score -3341243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3341269.000000 Penalty: 4967.143555
	Iteration 53Q: 3 clusters Score -3341269 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3341304.000000 Penalty: 4967.143555
	Iteration 54Q: 3 clusters Score -3341304 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3341339.500000 Penalty: 4967.143555
	Iteration 55Q: 3 clusters Score -3341340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3341363.500000 Penalty: 4967.143555
	Iteration 56Q: 3 clusters Score -3341364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3341378.000000 Penalty: 4967.143555
	Iteration 57Q: 3 clusters Score -3341378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3341387.500000 Penalty: 4967.143555
	Iteration 58Q: 3 clusters Score -3341388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3341409.250000 Penalty: 4967.143555
	Iteration 59Q: 3 clusters Score -3341409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3341416.500000 Penalty: 4967.143555
	Iteration 60F: 3 clusters Score -3341416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3341429.750000 Penalty: 4967.143555
	Iteration 61Q: 3 clusters Score -3341430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3341444.500000 Penalty: 4967.143555
	Iteration 62Q: 3 clusters Score -3341444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3341459.250000 Penalty: 4967.143555
	Iteration 63Q: 3 clusters Score -3341459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3341475.000000 Penalty: 4967.143555
	Iteration 64Q: 3 clusters Score -3341475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3341488.750000 Penalty: 4967.143555
	Iteration 65Q: 3 clusters Score -3341489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3341492.500000 Penalty: 4967.143555
	Iteration 66Q: 3 clusters Score -3341492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3341511.750000 Penalty: 4967.143555
	Iteration 67Q: 3 clusters Score -3341512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3341525.250000 Penalty: 4967.143555
	Iteration 68Q: 3 clusters Score -3341525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3341536.750000 Penalty: 4967.143555
	Iteration 69Q: 3 clusters Score -3341537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3341561.750000 Penalty: 4967.143555
	Iteration 70Q: 3 clusters Score -3341562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3341567.500000 Penalty: 4967.143555
	Iteration 71Q: 3 clusters Score -3341568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3341577.250000 Penalty: 4967.143555
	Iteration 72Q: 3 clusters Score -3341577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3341574.750000 Penalty: 4967.143555
	Iteration 73Q: 3 clusters Score -3341575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3341565.750000 Penalty: 4967.143555
	Iteration 74Q: 3 clusters Score -3341566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3341579.750000 Penalty: 4967.143555
	Iteration 75Q: 3 clusters Score -3341580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3341576.000000 Penalty: 4967.143555
	Iteration 76Q: 3 clusters Score -3341576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3341593.250000 Penalty: 4967.143555
	Iteration 77Q: 3 clusters Score -3341593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3341597.500000 Penalty: 4967.143555
	Iteration 78Q: 3 clusters Score -3341598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3341594.000000 Penalty: 4967.143555
	Iteration 79Q: 3 clusters Score -3341594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3341596.000000 Penalty: 4967.143555
	Iteration 80F: 3 clusters Score -3341596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3341606.750000 Penalty: 4967.143555
	Iteration 81Q: 3 clusters Score -3341607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3341610.500000 Penalty: 4967.143555
	Iteration 82Q: 3 clusters Score -3341610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3341618.000000 Penalty: 4967.143555
	Iteration 83Q: 3 clusters Score -3341618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3341625.250000 Penalty: 4967.143555
	Iteration 84Q: 3 clusters Score -3341625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3341632.000000 Penalty: 4967.143555
	Iteration 85Q: 3 clusters Score -3341632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3341641.000000 Penalty: 4967.143555
	Iteration 86Q: 3 clusters Score -3341641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3341640.750000 Penalty: 4967.143555
	Iteration 87Q: 3 clusters Score -3341641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3341639.500000 Penalty: 4967.143555
	Iteration 88Q: 3 clusters Score -3341640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3341648.500000 Penalty: 4967.143555
	Iteration 89Q: 3 clusters Score -3341648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3341648.250000 Penalty: 4967.143555
	Iteration 90Q: 3 clusters Score -3341648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3341639.250000 Penalty: 4967.143555
	Iteration 91Q: 3 clusters Score -3341639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3341640.500000 Penalty: 4967.143555
	Iteration 92Q: 3 clusters Score -3341640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3341644.250000 Penalty: 4967.143555
	Iteration 93Q: 3 clusters Score -3341644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3341642.250000 Penalty: 4967.143555
	Iteration 94Q: 3 clusters Score -3341642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3341645.250000 Penalty: 4967.143555
	Iteration 95Q: 3 clusters Score -3341645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3341651.250000 Penalty: 4967.143555
	Iteration 96Q: 3 clusters Score -3341651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3341652.000000 Penalty: 4967.143555
	Iteration 97Q: 3 clusters Score -3341652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3341648.750000 Penalty: 4967.143555
	Iteration 98Q: 3 clusters Score -3341649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3341648.250000 Penalty: 4967.143555
	Iteration 99Q: 3 clusters Score -3341648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3341655.000000 Penalty: 4967.143555
	Iteration 100F: 3 clusters Score -3341655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3341660.000000 Penalty: 4967.143555
	Iteration 101Q: 3 clusters Score -3341660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3341660.500000 Penalty: 4967.143555
	Iteration 102Q: 3 clusters Score -3341660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3341659.250000 Penalty: 4967.143555
	Iteration 103Q: 3 clusters Score -3341659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3341654.750000 Penalty: 4967.143555
	Iteration 104Q: 3 clusters Score -3341655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3341661.250000 Penalty: 4967.143555
	Iteration 105Q: 3 clusters Score -3341661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3341660.000000 Penalty: 4967.143555
	Iteration 106Q: 3 clusters Score -3341660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3341660.500000 Penalty: 4967.143555
	Iteration 107Q: 3 clusters Score -3341660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3341661.250000 Penalty: 4967.143555
	Iteration 108Q: 3 clusters Score -3341661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3341655.000000 Penalty: 4967.143555
	Iteration 109Q: 3 clusters Score -3341655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3341654.000000 Penalty: 4967.143555
	Iteration 110Q: 3 clusters Score -3341654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3341656.000000 Penalty: 4967.143555
	Iteration 111Q: 3 clusters Score -3341656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3341660.750000 Penalty: 4967.143555
	Iteration 112Q: 3 clusters Score -3341661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3341662.000000 Penalty: 4967.143555
	Iteration 113Q: 3 clusters Score -3341662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3341658.000000 Penalty: 4967.143555
	Iteration 114Q: 3 clusters Score -3341658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3341669.000000 Penalty: 4967.143555
	Iteration 115Q: 3 clusters Score -3341669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3341673.500000 Penalty: 4967.143555
	Iteration 116Q: 3 clusters Score -3341674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3341686.750000 Penalty: 4967.143555
	Iteration 117Q: 3 clusters Score -3341687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3341692.000000 Penalty: 4967.143555
	Iteration 118Q: 3 clusters Score -3341692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3341698.750000 Penalty: 4967.143555
	Iteration 119Q: 3 clusters Score -3341699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3341729.500000 Penalty: 4967.143555
	Iteration 120F: 3 clusters Score -3341730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3341764.250000 Penalty: 4967.143555
	Iteration 121Q: 3 clusters Score -3341764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3341821.000000 Penalty: 4967.143555
	Iteration 122Q: 3 clusters Score -3341821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3341885.750000 Penalty: 4967.143555
	Iteration 123Q: 3 clusters Score -3341886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3341924.250000 Penalty: 4967.143555
	Iteration 124Q: 3 clusters Score -3341924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3341944.250000 Penalty: 4967.143555
	Iteration 125Q: 3 clusters Score -3341944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3341960.250000 Penalty: 4967.143555
	Iteration 126Q: 3 clusters Score -3341960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3341973.250000 Penalty: 4967.143555
	Iteration 127Q: 3 clusters Score -3341973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3341976.750000 Penalty: 4967.143555
	Iteration 128Q: 3 clusters Score -3341977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3341981.000000 Penalty: 4967.143555
	Iteration 129Q: 3 clusters Score -3341981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3341978.750000 Penalty: 4967.143555
	Iteration 130Q: 3 clusters Score -3341979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3341988.500000 Penalty: 4967.143555
	Iteration 131Q: 3 clusters Score -3341988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3341988.250000 Penalty: 4967.143555
	Iteration 132Q: 3 clusters Score -3341988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3341983.750000 Penalty: 4967.143555
	Iteration 133Q: 3 clusters Score -3341984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3341984.000000 Penalty: 4967.143555
	Iteration 134Q: 3 clusters Score -3341984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3341993.250000 Penalty: 4967.143555
	Iteration 135Q: 3 clusters Score -3341993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3341993.750000 Penalty: 4967.143555
	Iteration 136Q: 3 clusters Score -3341994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3341987.500000 Penalty: 4967.143555
	Iteration 137Q: 3 clusters Score -3341988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3341988.750000 Penalty: 4967.143555
	Iteration 138Q: 3 clusters Score -3341989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3341989.250000 Penalty: 4967.143555
	Iteration 139Q: 3 clusters Score -3341989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3341989.750000 Penalty: 4967.143555
	Iteration 140F: 3 clusters Score -3341990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3341997.000000 Penalty: 4967.143555
	Iteration 141Q: 3 clusters Score -3341997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3341994.750000 Penalty: 4967.143555
	Iteration 142Q: 3 clusters Score -3341995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3341993.000000 Penalty: 4967.143555
	Iteration 143Q: 3 clusters Score -3341993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3341997.500000 Penalty: 4967.143555
	Iteration 144Q: 3 clusters Score -3341998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3341997.500000 Penalty: 4967.143555
	Iteration 145F: 3 clusters Score -3341998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 3425 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 18921 members 
Entering Unmasked Estep 
Score: -120381344.000000 Penalty: 144891.109375
Splitting cluster 28 changes total score from -120382048.000000 to -120381344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -23904.144531 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -23904.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22929.085938 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -22929.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23026.363281 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -23026.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23061.021484 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -23061.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23068.384766 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -23068.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23068.384766 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -23068.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (86783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Entering Unmasked Estep 
Score: -13668423.000000 Penalty: 2820.049316
	Iteration 0F: 2 clusters Score -1.366842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -13614382.000000 Penalty: 5640.098633
	Iteration 0F: 3 clusters Score -1.361438e+07 nChanged 41039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -13638092.000000 Penalty: 5640.098633
	Iteration 1F: 3 clusters Score -1.363809e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -13638819.000000 Penalty: 5640.098633
	Iteration 2Q: 3 clusters Score -1.363882e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -13639672.000000 Penalty: 5640.098633
	Iteration 3Q: 3 clusters Score -1.363967e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -13640620.000000 Penalty: 5640.098633
	Iteration 4Q: 3 clusters Score -1.364062e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -13641611.000000 Penalty: 5640.098633
	Iteration 5Q: 3 clusters Score -1.364161e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -13642866.000000 Penalty: 5640.098633
	Iteration 6Q: 3 clusters Score -1.364287e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -13644456.000000 Penalty: 5640.098633
	Iteration 7Q: 3 clusters Score -1.364446e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -13646654.000000 Penalty: 5640.098633
	Iteration 8F: 3 clusters Score -1.364665e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -13649571.000000 Penalty: 5640.098633
	Iteration 9F: 3 clusters Score -1.364957e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -13653077.000000 Penalty: 5640.098633
	Iteration 10F: 3 clusters Score -1.365308e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -13656238.000000 Penalty: 5640.098633
	Iteration 11F: 3 clusters Score -1.365624e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -13658931.000000 Penalty: 5640.098633
	Iteration 12Q: 3 clusters Score -1.365893e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -13660662.000000 Penalty: 5640.098633
	Iteration 13Q: 3 clusters Score -1.366066e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -13662187.000000 Penalty: 5640.098633
	Iteration 14Q: 3 clusters Score -1.366219e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -13663150.000000 Penalty: 5640.098633
	Iteration 15Q: 3 clusters Score -1.366315e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -13663756.000000 Penalty: 5640.098633
	Iteration 16Q: 3 clusters Score -1.366376e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -13664228.000000 Penalty: 5640.098633
	Iteration 17Q: 3 clusters Score -1.366423e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -13664624.000000 Penalty: 5640.098633
	Iteration 18Q: 3 clusters Score -1.366462e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -13664888.000000 Penalty: 5640.098633
	Iteration 19Q: 3 clusters Score -1.366489e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -13665134.000000 Penalty: 5640.098633
	Iteration 20F: 3 clusters Score -1.366513e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -13665313.000000 Penalty: 5640.098633
	Iteration 21Q: 3 clusters Score -1.366531e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -13665418.000000 Penalty: 5640.098633
	Iteration 22Q: 3 clusters Score -1.366542e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -13665514.000000 Penalty: 5640.098633
	Iteration 23Q: 3 clusters Score -1.366551e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -13665600.000000 Penalty: 5640.098633
	Iteration 24Q: 3 clusters Score -1.36656e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -13665654.000000 Penalty: 5640.098633
	Iteration 25Q: 3 clusters Score -1.366565e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -13665684.000000 Penalty: 5640.098633
	Iteration 26Q: 3 clusters Score -1.366568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -13665735.000000 Penalty: 5640.098633
	Iteration 27Q: 3 clusters Score -1.366574e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -13665763.000000 Penalty: 5640.098633
	Iteration 28Q: 3 clusters Score -1.366576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -13665788.000000 Penalty: 5640.098633
	Iteration 29Q: 3 clusters Score -1.366579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -13665820.000000 Penalty: 5640.098633
	Iteration 30Q: 3 clusters Score -1.366582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -13665829.000000 Penalty: 5640.098633
	Iteration 31Q: 3 clusters Score -1.366583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -13665859.000000 Penalty: 5640.098633
	Iteration 32Q: 3 clusters Score -1.366586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -13665863.000000 Penalty: 5640.098633
	Iteration 33Q: 3 clusters Score -1.366586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -13665887.000000 Penalty: 5640.098633
	Iteration 34Q: 3 clusters Score -1.366589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -13665905.000000 Penalty: 5640.098633
	Iteration 35Q: 3 clusters Score -1.36659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -13665909.000000 Penalty: 5640.098633
	Iteration 36Q: 3 clusters Score -1.366591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -13665929.000000 Penalty: 5640.098633
	Iteration 37Q: 3 clusters Score -1.366593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -13665929.000000 Penalty: 5640.098633
	Iteration 38Q: 3 clusters Score -1.366593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -13665922.000000 Penalty: 5640.098633
	Iteration 39Q: 3 clusters Score -1.366592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -13665937.000000 Penalty: 5640.098633
	Iteration 40F: 3 clusters Score -1.366594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -13665947.000000 Penalty: 5640.098633
	Iteration 41Q: 3 clusters Score -1.366595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -13665960.000000 Penalty: 5640.098633
	Iteration 42Q: 3 clusters Score -1.366596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -13665974.000000 Penalty: 5640.098633
	Iteration 43Q: 3 clusters Score -1.366597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -13665965.000000 Penalty: 5640.098633
	Iteration 44Q: 3 clusters Score -1.366596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -13665967.000000 Penalty: 5640.098633
	Iteration 45Q: 3 clusters Score -1.366597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -13665962.000000 Penalty: 5640.098633
	Iteration 46Q: 3 clusters Score -1.366596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -13665975.000000 Penalty: 5640.098633
	Iteration 47Q: 3 clusters Score -1.366598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -13665975.000000 Penalty: 5640.098633
	Iteration 48F: 3 clusters Score -1.366598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -43743.941406 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -43743.94 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 171 members 
Entering Unmasked Estep 
Score: -42481.746094 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -42481.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42585.007812 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -42585.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42619.183594 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -42619.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42625.226562 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -42625.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42638.074219 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -42638.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42638.074219 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -42638.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Entering Unmasked Estep 
Score: -2375698.000000 Penalty: 2387.547363
	Iteration 0F: 2 clusters Score -2375698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2364660.500000 Penalty: 4775.094727
	Iteration 0F: 3 clusters Score -2364660 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2368366.000000 Penalty: 4775.094727
	Iteration 1F: 3 clusters Score -2368366 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2368892.000000 Penalty: 4775.094727
	Iteration 2F: 3 clusters Score -2368892 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2369517.750000 Penalty: 4775.094727
	Iteration 3F: 3 clusters Score -2369518 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2370357.250000 Penalty: 4775.094727
	Iteration 4F: 3 clusters Score -2370357 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2371463.750000 Penalty: 4775.094727
	Iteration 5F: 3 clusters Score -2371464 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2372486.500000 Penalty: 4775.094727
	Iteration 6F: 3 clusters Score -2372486 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2373225.500000 Penalty: 4775.094727
	Iteration 7F: 3 clusters Score -2373226 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2373571.250000 Penalty: 4775.094727
	Iteration 8Q: 3 clusters Score -2373571 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2373732.000000 Penalty: 4775.094727
	Iteration 9Q: 3 clusters Score -2373732 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2373795.500000 Penalty: 4775.094727
	Iteration 10Q: 3 clusters Score -2373796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2373835.750000 Penalty: 4775.094727
	Iteration 11Q: 3 clusters Score -2373836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2373848.250000 Penalty: 4775.094727
	Iteration 12Q: 3 clusters Score -2373848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2373858.250000 Penalty: 4775.094727
	Iteration 13Q: 3 clusters Score -2373858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2373873.000000 Penalty: 4775.094727
	Iteration 14Q: 3 clusters Score -2373873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2373876.250000 Penalty: 4775.094727
	Iteration 15Q: 3 clusters Score -2373876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2373885.750000 Penalty: 4775.094727
	Iteration 16Q: 3 clusters Score -2373886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2373888.250000 Penalty: 4775.094727
	Iteration 17Q: 3 clusters Score -2373888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2373895.000000 Penalty: 4775.094727
	Iteration 18Q: 3 clusters Score -2373895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2373892.250000 Penalty: 4775.094727
	Iteration 19Q: 3 clusters Score -2373892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2373896.500000 Penalty: 4775.094727
	Iteration 20F: 3 clusters Score -2373896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2373896.500000 Penalty: 4775.094727
	Iteration 21Q: 3 clusters Score -2373896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2373889.250000 Penalty: 4775.094727
	Iteration 22Q: 3 clusters Score -2373889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2373889.500000 Penalty: 4775.094727
	Iteration 23Q: 3 clusters Score -2373890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2373892.000000 Penalty: 4775.094727
	Iteration 24Q: 3 clusters Score -2373892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2373895.000000 Penalty: 4775.094727
	Iteration 25Q: 3 clusters Score -2373895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2373894.500000 Penalty: 4775.094727
	Iteration 26Q: 3 clusters Score -2373894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2373892.750000 Penalty: 4775.094727
	Iteration 27Q: 3 clusters Score -2373893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2373898.000000 Penalty: 4775.094727
	Iteration 28Q: 3 clusters Score -2373898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2373898.000000 Penalty: 4775.094727
	Iteration 29Q: 3 clusters Score -2373898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373898.000000 Penalty: 4775.094727
	Iteration 30Q: 3 clusters Score -2373898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373894.750000 Penalty: 4775.094727
	Iteration 31Q: 3 clusters Score -2373895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373897.500000 Penalty: 4775.094727
	Iteration 32Q: 3 clusters Score -2373898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2373892.500000 Penalty: 4775.094727
	Iteration 33Q: 3 clusters Score -2373892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2373896.750000 Penalty: 4775.094727
	Iteration 34Q: 3 clusters Score -2373897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2373896.750000 Penalty: 4775.094727
	Iteration 35Q: 3 clusters Score -2373897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2373896.750000 Penalty: 4775.094727
	Iteration 36Q: 3 clusters Score -2373897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2373897.250000 Penalty: 4775.094727
	Iteration 37Q: 3 clusters Score -2373897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2373897.750000 Penalty: 4775.094727
	Iteration 38Q: 3 clusters Score -2373898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2373897.000000 Penalty: 4775.094727
	Iteration 39Q: 3 clusters Score -2373897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2373895.250000 Penalty: 4775.094727
	Iteration 40F: 3 clusters Score -2373895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2373904.750000 Penalty: 4775.094727
	Iteration 41Q: 3 clusters Score -2373905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2373904.000000 Penalty: 4775.094727
	Iteration 42Q: 3 clusters Score -2373904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2373899.250000 Penalty: 4775.094727
	Iteration 43Q: 3 clusters Score -2373899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373902.500000 Penalty: 4775.094727
	Iteration 44Q: 3 clusters Score -2373902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2373902.000000 Penalty: 4775.094727
	Iteration 45Q: 3 clusters Score -2373902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2373905.250000 Penalty: 4775.094727
	Iteration 46Q: 3 clusters Score -2373905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2373906.250000 Penalty: 4775.094727
	Iteration 47Q: 3 clusters Score -2373906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2373905.500000 Penalty: 4775.094727
	Iteration 48Q: 3 clusters Score -2373906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2373906.750000 Penalty: 4775.094727
	Iteration 49Q: 3 clusters Score -2373907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2373906.000000 Penalty: 4775.094727
	Iteration 50Q: 3 clusters Score -2373906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2373910.000000 Penalty: 4775.094727
	Iteration 51Q: 3 clusters Score -2373910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373907.750000 Penalty: 4775.094727
	Iteration 52Q: 3 clusters Score -2373908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2373907.750000 Penalty: 4775.094727
	Iteration 53F: 3 clusters Score -2373908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1949513.000000 Penalty: 2349.783203
	Iteration 0F: 2 clusters Score -1949513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1939954.375000 Penalty: 4699.566406
	Iteration 0F: 3 clusters Score -1939954 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1943628.000000 Penalty: 4699.566406
	Iteration 1F: 3 clusters Score -1943628 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1944728.750000 Penalty: 4699.566406
	Iteration 2F: 3 clusters Score -1944729 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1945737.375000 Penalty: 4699.566406
	Iteration 3F: 3 clusters Score -1945737 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1946561.750000 Penalty: 4699.566406
	Iteration 4F: 3 clusters Score -1946562 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1947191.375000 Penalty: 4699.566406
	Iteration 5F: 3 clusters Score -1947191 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1947645.875000 Penalty: 4699.566406
	Iteration 6Q: 3 clusters Score -1947646 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1947975.375000 Penalty: 4699.566406
	Iteration 7Q: 3 clusters Score -1947975 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1948184.875000 Penalty: 4699.566406
	Iteration 8Q: 3 clusters Score -1948185 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1948317.625000 Penalty: 4699.566406
	Iteration 9Q: 3 clusters Score -1948318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1948414.500000 Penalty: 4699.566406
	Iteration 10Q: 3 clusters Score -1948414 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1948486.750000 Penalty: 4699.566406
	Iteration 11Q: 3 clusters Score -1948487 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1948537.125000 Penalty: 4699.566406
	Iteration 12Q: 3 clusters Score -1948537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1948585.125000 Penalty: 4699.566406
	Iteration 13Q: 3 clusters Score -1948585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1948609.250000 Penalty: 4699.566406
	Iteration 14Q: 3 clusters Score -1948609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1948620.875000 Penalty: 4699.566406
	Iteration 15Q: 3 clusters Score -1948621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1948633.375000 Penalty: 4699.566406
	Iteration 16Q: 3 clusters Score -1948633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1948641.875000 Penalty: 4699.566406
	Iteration 17Q: 3 clusters Score -1948642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1948650.250000 Penalty: 4699.566406
	Iteration 18Q: 3 clusters Score -1948650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1948650.000000 Penalty: 4699.566406
	Iteration 19Q: 3 clusters Score -1948650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1948659.375000 Penalty: 4699.566406
	Iteration 20F: 3 clusters Score -1948659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1948663.875000 Penalty: 4699.566406
	Iteration 21Q: 3 clusters Score -1948664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1948664.125000 Penalty: 4699.566406
	Iteration 22Q: 3 clusters Score -1948664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1948666.250000 Penalty: 4699.566406
	Iteration 23Q: 3 clusters Score -1948666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1948669.250000 Penalty: 4699.566406
	Iteration 24Q: 3 clusters Score -1948669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1948667.750000 Penalty: 4699.566406
	Iteration 25Q: 3 clusters Score -1948668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1948666.125000 Penalty: 4699.566406
	Iteration 26Q: 3 clusters Score -1948666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1948668.125000 Penalty: 4699.566406
	Iteration 27Q: 3 clusters Score -1948668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1948665.500000 Penalty: 4699.566406
	Iteration 28Q: 3 clusters Score -1948666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1948666.750000 Penalty: 4699.566406
	Iteration 29Q: 3 clusters Score -1948667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1948666.875000 Penalty: 4699.566406
	Iteration 30Q: 3 clusters Score -1948667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1948667.000000 Penalty: 4699.566406
	Iteration 31Q: 3 clusters Score -1948667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1948668.500000 Penalty: 4699.566406
	Iteration 32Q: 3 clusters Score -1948668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1948670.000000 Penalty: 4699.566406
	Iteration 33Q: 3 clusters Score -1948670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1948670.250000 Penalty: 4699.566406
	Iteration 34Q: 3 clusters Score -1948670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1948674.625000 Penalty: 4699.566406
	Iteration 35Q: 3 clusters Score -1948675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1948674.625000 Penalty: 4699.566406
	Iteration 36F: 3 clusters Score -1948675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1313843.750000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1313844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1306876.500000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1306876 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1309062.125000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1309062 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1309530.750000 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1309531 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1309982.625000 Penalty: 4504.246582
	Iteration 3F: 3 clusters Score -1309983 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1310440.750000 Penalty: 4504.246582
	Iteration 4F: 3 clusters Score -1310441 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1310884.625000 Penalty: 4504.246582
	Iteration 5F: 3 clusters Score -1310885 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1311293.375000 Penalty: 4504.246582
	Iteration 6F: 3 clusters Score -1311293 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1311714.625000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1311715 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1312040.000000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1312040 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1312276.875000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1312277 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1312441.250000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1312441 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1312553.250000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1312553 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1312617.750000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1312618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1312657.375000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1312657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1312689.000000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1312689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1312719.750000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1312720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1312743.250000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1312743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1312766.000000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1312766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1312791.125000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1312791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1312806.750000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1312807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1312821.125000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1312821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1312836.125000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1312836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1312852.875000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1312853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1312867.125000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1312867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1312885.250000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1312885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1312904.375000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1312904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1312922.625000 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1312923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1312943.000000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1312943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1312969.500000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1312970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1312999.750000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1313000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1313036.000000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1313036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1313085.125000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1313085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1313151.875000 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1313152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1313237.750000 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -1313238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1313323.875000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -1313324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1313416.125000 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -1313416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1313543.875000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -1313544 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1313686.875000 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -1313687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1313796.750000 Penalty: 4504.246582
	Iteration 38Q: 3 clusters Score -1313797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1313870.500000 Penalty: 4504.246582
	Iteration 39Q: 3 clusters Score -1313870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1313904.250000 Penalty: 4504.246582
	Iteration 40F: 3 clusters Score -1313904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1313920.250000 Penalty: 4504.246582
	Iteration 41Q: 3 clusters Score -1313920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1313934.500000 Penalty: 4504.246582
	Iteration 42Q: 3 clusters Score -1313934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1313943.500000 Penalty: 4504.246582
	Iteration 43Q: 3 clusters Score -1313944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1313954.000000 Penalty: 4504.246582
	Iteration 44Q: 3 clusters Score -1313954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1313957.750000 Penalty: 4504.246582
	Iteration 45Q: 3 clusters Score -1313958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1313956.250000 Penalty: 4504.246582
	Iteration 46Q: 3 clusters Score -1313956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1313961.875000 Penalty: 4504.246582
	Iteration 47Q: 3 clusters Score -1313962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1313961.375000 Penalty: 4504.246582
	Iteration 48Q: 3 clusters Score -1313961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1313960.625000 Penalty: 4504.246582
	Iteration 49Q: 3 clusters Score -1313961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1313965.000000 Penalty: 4504.246582
	Iteration 50Q: 3 clusters Score -1313965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1313967.375000 Penalty: 4504.246582
	Iteration 51Q: 3 clusters Score -1313967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1313968.375000 Penalty: 4504.246582
	Iteration 52Q: 3 clusters Score -1313968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1313969.500000 Penalty: 4504.246582
	Iteration 53Q: 3 clusters Score -1313970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1313967.875000 Penalty: 4504.246582
	Iteration 54Q: 3 clusters Score -1313968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1313968.375000 Penalty: 4504.246582
	Iteration 55Q: 3 clusters Score -1313968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1313968.625000 Penalty: 4504.246582
	Iteration 56Q: 3 clusters Score -1313969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1313968.875000 Penalty: 4504.246582
	Iteration 57Q: 3 clusters Score -1313969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1313969.500000 Penalty: 4504.246582
	Iteration 58Q: 3 clusters Score -1313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1313969.000000 Penalty: 4504.246582
	Iteration 59Q: 3 clusters Score -1313969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1313969.000000 Penalty: 4504.246582
	Iteration 60F: 3 clusters Score -1313969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 3642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 5146 members 
Entering Unmasked Estep 
Score: -120381008.000000 Penalty: 144891.109375
Splitting cluster 34 changes total score from -120382048.000000 to -120381008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -29984.345703 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -29984.35 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 125 members 
Entering Unmasked Estep 
Score: -28997.580078 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -28997.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29137.339844 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -29137.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29159.814453 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -29159.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29162.189453 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -29162.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29163.273438 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -29163.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29164.126953 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -29164.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29169.617188 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -29169.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29174.324219 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -29174.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29179.628906 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -29179.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29190.664062 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -29190.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29200.705078 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -29200.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29216.007812 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -29216.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29230.296875 Penalty: 2754.267822
	Iteration 12Q: 3 clusters Score -29230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29232.320312 Penalty: 2754.267822
	Iteration 13Q: 3 clusters Score -29232.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29232.320312 Penalty: 2754.267822
	Iteration 14F: 3 clusters Score -29232.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -362944.468750 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -362944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -360047.781250 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -360047.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -360613.281250 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -360613.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -360743.312500 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -360743.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -360830.968750 Penalty: 3866.844971
	Iteration 3Q: 3 clusters Score -360831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -360890.656250 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -360890.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -360950.750000 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -360950.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -361007.843750 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -361007.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -361074.718750 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -361074.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -361125.406250 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -361125.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -361181.500000 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -361181.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -361236.031250 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -361236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -361296.781250 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -361296.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -361338.593750 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -361338.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -361393.500000 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -361393.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -361458.375000 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -361458.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -361517.468750 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -361517.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -361568.593750 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -361568.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -361664.750000 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -361664.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -361796.468750 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -361796.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -361944.406250 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -361944.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -362123.156250 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -362123.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -362289.656250 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -362289.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -362449.781250 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -362449.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -362603.000000 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -362603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -362810.875000 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -362810.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363180.718750 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -363180.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -363398.468750 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -363398.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363510.968750 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -363511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -363607.500000 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -363607.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -363653.562500 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -363653.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -363701.468750 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -363701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -363732.781250 Penalty: 3866.844971
	Iteration 31Q: 3 clusters Score -363732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -363750.468750 Penalty: 3866.844971
	Iteration 32Q: 3 clusters Score -363750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363756.562500 Penalty: 3866.844971
	Iteration 33Q: 3 clusters Score -363756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -363760.312500 Penalty: 3866.844971
	Iteration 34Q: 3 clusters Score -363760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363760.531250 Penalty: 3866.844971
	Iteration 35Q: 3 clusters Score -363760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363763.031250 Penalty: 3866.844971
	Iteration 36Q: 3 clusters Score -363763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -363765.125000 Penalty: 3866.844971
	Iteration 37Q: 3 clusters Score -363765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -363767.218750 Penalty: 3866.844971
	Iteration 38Q: 3 clusters Score -363767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -363767.468750 Penalty: 3866.844971
	Iteration 39Q: 3 clusters Score -363767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -363767.468750 Penalty: 3866.844971
	Iteration 40F: 3 clusters Score -363767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 639 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 1792 members 
Entering Unmasked Estep 
Score: -120381544.000000 Penalty: 144891.109375
Splitting cluster 36 changes total score from -120382048.000000 to -120381544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150470.828125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150470.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -150727.359375 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150727.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150828.468750 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150882.015625 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150921.687500 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -150921.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150958.062500 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -150958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150993.562500 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -150993.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151030.625000 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -151030.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151084.921875 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -151084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151159.437500 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -151159.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151282.765625 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -151282.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151545.875000 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -151545.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151872.640625 Penalty: 3431.181885
	Iteration 12F: 3 clusters Score -151872.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152295.531250 Penalty: 3431.181885
	Iteration 13F: 3 clusters Score -152295.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152402.093750 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -152402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152444.156250 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -152444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152472.531250 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -152472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152489.093750 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -152489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152504.390625 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -152504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152507.812500 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -152507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152511.125000 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -152511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 359 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Mstep: Class 43 contains 651 members 
Entering Unmasked Estep 
Score: -120380192.000000 Penalty: 144891.109375
Splitting cluster 37 changes total score from -120382048.000000 to -120380192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -889259.562500 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -889259.6 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 2967 members 
Entering Unmasked Estep 
Score: -884089.062500 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -884089.1 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -885380.750000 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -885380.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -885645.875000 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -885645.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -885833.187500 Penalty: 4309.640625
	Iteration 3F: 3 clusters Score -885833.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -885981.625000 Penalty: 4309.640625
	Iteration 4Q: 3 clusters Score -885981.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -886105.312500 Penalty: 4309.640625
	Iteration 5Q: 3 clusters Score -886105.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -886223.437500 Penalty: 4309.640625
	Iteration 6Q: 3 clusters Score -886223.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -886323.125000 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -886323.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -886404.812500 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -886404.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -886480.250000 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -886480.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -886534.625000 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -886534.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -886574.187500 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -886574.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -886606.375000 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -886606.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -886640.625000 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -886640.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -886676.500000 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -886676.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -886712.250000 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -886712.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -886756.562500 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -886756.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -886804.500000 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -886804.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -886850.375000 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -886850.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -886901.500000 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -886901.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -886969.437500 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -886969.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -887024.437500 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -887024.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -887064.125000 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -887064.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -887114.312500 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -887114.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -887171.562500 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -887171.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -887234.812500 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -887234.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -887273.187500 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -887273.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -887320.062500 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -887320.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -887356.625000 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -887356.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -887378.750000 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -887378.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -887409.125000 Penalty: 4309.640625
	Iteration 30Q: 3 clusters Score -887409.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -887429.812500 Penalty: 4309.640625
	Iteration 31Q: 3 clusters Score -887429.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -887454.062500 Penalty: 4309.640625
	Iteration 32Q: 3 clusters Score -887454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -887476.000000 Penalty: 4309.640625
	Iteration 33Q: 3 clusters Score -887476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -887497.187500 Penalty: 4309.640625
	Iteration 34Q: 3 clusters Score -887497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -887513.250000 Penalty: 4309.640625
	Iteration 35Q: 3 clusters Score -887513.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -887520.312500 Penalty: 4309.640625
	Iteration 36Q: 3 clusters Score -887520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -887524.437500 Penalty: 4309.640625
	Iteration 37Q: 3 clusters Score -887524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -887527.437500 Penalty: 4309.640625
	Iteration 38Q: 3 clusters Score -887527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -887531.750000 Penalty: 4309.640625
	Iteration 39Q: 3 clusters Score -887531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -887535.187500 Penalty: 4309.640625
	Iteration 40F: 3 clusters Score -887535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -887537.062500 Penalty: 4309.640625
	Iteration 41Q: 3 clusters Score -887537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -887539.687500 Penalty: 4309.640625
	Iteration 42Q: 3 clusters Score -887539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -887540.375000 Penalty: 4309.640625
	Iteration 43Q: 3 clusters Score -887540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -887541.812500 Penalty: 4309.640625
	Iteration 44Q: 3 clusters Score -887541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -887543.000000 Penalty: 4309.640625
	Iteration 45Q: 3 clusters Score -887543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -887545.187500 Penalty: 4309.640625
	Iteration 46Q: 3 clusters Score -887545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -887545.375000 Penalty: 4309.640625
	Iteration 47Q: 3 clusters Score -887545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -887545.000000 Penalty: 4309.640625
	Iteration 48Q: 3 clusters Score -887545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -887545.312500 Penalty: 4309.640625
	Iteration 49Q: 3 clusters Score -887545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -887546.687500 Penalty: 4309.640625
	Iteration 50Q: 3 clusters Score -887546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -887546.687500 Penalty: 4309.640625
	Iteration 51F: 3 clusters Score -887546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Entering Unmasked Estep 
Score: -5919790.500000 Penalty: 2615.863770
	Iteration 0F: 2 clusters Score -5919790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5893978.000000 Penalty: 5231.727539
	Iteration 0F: 3 clusters Score -5893978 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5903605.500000 Penalty: 5231.727539
	Iteration 1F: 3 clusters Score -5903606 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5904359.500000 Penalty: 5231.727539
	Iteration 2F: 3 clusters Score -5904360 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5905051.500000 Penalty: 5231.727539
	Iteration 3Q: 3 clusters Score -5905052 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -5905868.000000 Penalty: 5231.727539
	Iteration 4Q: 3 clusters Score -5905868 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5906701.000000 Penalty: 5231.727539
	Iteration 5F: 3 clusters Score -5906701 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5907717.000000 Penalty: 5231.727539
	Iteration 6F: 3 clusters Score -5907717 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5908706.000000 Penalty: 5231.727539
	Iteration 7F: 3 clusters Score -5908706 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5909668.500000 Penalty: 5231.727539
	Iteration 8Q: 3 clusters Score -5909668 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5910634.500000 Penalty: 5231.727539
	Iteration 9Q: 3 clusters Score -5910634 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -5911650.500000 Penalty: 5231.727539
	Iteration 10Q: 3 clusters Score -5911650 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5912696.000000 Penalty: 5231.727539
	Iteration 11Q: 3 clusters Score -5912696 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5913840.500000 Penalty: 5231.727539
	Iteration 12Q: 3 clusters Score -5913840 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5914997.500000 Penalty: 5231.727539
	Iteration 13Q: 3 clusters Score -5914998 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5915913.500000 Penalty: 5231.727539
	Iteration 14Q: 3 clusters Score -5915914 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5916560.500000 Penalty: 5231.727539
	Iteration 15Q: 3 clusters Score -5916560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5916923.500000 Penalty: 5231.727539
	Iteration 16Q: 3 clusters Score -5916924 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5917148.500000 Penalty: 5231.727539
	Iteration 17Q: 3 clusters Score -5917148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5917273.500000 Penalty: 5231.727539
	Iteration 18Q: 3 clusters Score -5917274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5917363.000000 Penalty: 5231.727539
	Iteration 19Q: 3 clusters Score -5917363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5917434.500000 Penalty: 5231.727539
	Iteration 20F: 3 clusters Score -5917434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5917479.500000 Penalty: 5231.727539
	Iteration 21Q: 3 clusters Score -5917480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5917495.500000 Penalty: 5231.727539
	Iteration 22Q: 3 clusters Score -5917496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5917521.500000 Penalty: 5231.727539
	Iteration 23Q: 3 clusters Score -5917522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5917548.500000 Penalty: 5231.727539
	Iteration 24Q: 3 clusters Score -5917548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5917548.000000 Penalty: 5231.727539
	Iteration 25Q: 3 clusters Score -5917548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5917553.500000 Penalty: 5231.727539
	Iteration 26Q: 3 clusters Score -5917554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5917551.000000 Penalty: 5231.727539
	Iteration 27Q: 3 clusters Score -5917551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5917555.000000 Penalty: 5231.727539
	Iteration 28Q: 3 clusters Score -5917555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5917553.000000 Penalty: 5231.727539
	Iteration 29Q: 3 clusters Score -5917553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5917554.000000 Penalty: 5231.727539
	Iteration 30Q: 3 clusters Score -5917554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5917566.000000 Penalty: 5231.727539
	Iteration 31Q: 3 clusters Score -5917566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5917567.000000 Penalty: 5231.727539
	Iteration 32Q: 3 clusters Score -5917567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5917572.000000 Penalty: 5231.727539
	Iteration 33Q: 3 clusters Score -5917572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5917571.500000 Penalty: 5231.727539
	Iteration 34Q: 3 clusters Score -5917572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5917578.000000 Penalty: 5231.727539
	Iteration 35Q: 3 clusters Score -5917578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5917578.000000 Penalty: 5231.727539
	Iteration 36F: 3 clusters Score -5917578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Entering Unmasked Estep 
Score: -910193.000000 Penalty: 2159.455811
	Iteration 0F: 2 clusters Score -910193 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 3021 members 
Entering Unmasked Estep 
Score: -905034.125000 Penalty: 4318.911621
	Iteration 0F: 3 clusters Score -905034.1 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -906392.875000 Penalty: 4318.911621
	Iteration 1F: 3 clusters Score -906392.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -906605.750000 Penalty: 4318.911621
	Iteration 2F: 3 clusters Score -906605.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -906723.750000 Penalty: 4318.911621
	Iteration 3Q: 3 clusters Score -906723.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -906823.875000 Penalty: 4318.911621
	Iteration 4Q: 3 clusters Score -906823.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -906932.437500 Penalty: 4318.911621
	Iteration 5Q: 3 clusters Score -906932.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -907051.000000 Penalty: 4318.911621
	Iteration 6Q: 3 clusters Score -907051 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -907159.312500 Penalty: 4318.911621
	Iteration 7Q: 3 clusters Score -907159.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -907250.562500 Penalty: 4318.911621
	Iteration 8Q: 3 clusters Score -907250.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -907333.500000 Penalty: 4318.911621
	Iteration 9Q: 3 clusters Score -907333.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -907404.437500 Penalty: 4318.911621
	Iteration 10Q: 3 clusters Score -907404.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -907462.750000 Penalty: 4318.911621
	Iteration 11Q: 3 clusters Score -907462.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -907523.500000 Penalty: 4318.911621
	Iteration 12Q: 3 clusters Score -907523.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -907574.437500 Penalty: 4318.911621
	Iteration 13Q: 3 clusters Score -907574.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -907621.500000 Penalty: 4318.911621
	Iteration 14Q: 3 clusters Score -907621.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -907679.375000 Penalty: 4318.911621
	Iteration 15Q: 3 clusters Score -907679.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -907739.687500 Penalty: 4318.911621
	Iteration 16Q: 3 clusters Score -907739.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -907781.250000 Penalty: 4318.911621
	Iteration 17Q: 3 clusters Score -907781.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -907835.062500 Penalty: 4318.911621
	Iteration 18Q: 3 clusters Score -907835.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -907893.062500 Penalty: 4318.911621
	Iteration 19Q: 3 clusters Score -907893.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -907945.437500 Penalty: 4318.911621
	Iteration 20F: 3 clusters Score -907945.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -908000.625000 Penalty: 4318.911621
	Iteration 21Q: 3 clusters Score -908000.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -908061.875000 Penalty: 4318.911621
	Iteration 22Q: 3 clusters Score -908061.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -908147.312500 Penalty: 4318.911621
	Iteration 23Q: 3 clusters Score -908147.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -908225.125000 Penalty: 4318.911621
	Iteration 24Q: 3 clusters Score -908225.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -908292.562500 Penalty: 4318.911621
	Iteration 25Q: 3 clusters Score -908292.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -908340.375000 Penalty: 4318.911621
	Iteration 26Q: 3 clusters Score -908340.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -908371.500000 Penalty: 4318.911621
	Iteration 27Q: 3 clusters Score -908371.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -908405.375000 Penalty: 4318.911621
	Iteration 28Q: 3 clusters Score -908405.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -908435.875000 Penalty: 4318.911621
	Iteration 29Q: 3 clusters Score -908435.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -908458.812500 Penalty: 4318.911621
	Iteration 30Q: 3 clusters Score -908458.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -908478.875000 Penalty: 4318.911621
	Iteration 31Q: 3 clusters Score -908478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -908494.875000 Penalty: 4318.911621
	Iteration 32Q: 3 clusters Score -908494.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -908506.750000 Penalty: 4318.911621
	Iteration 33Q: 3 clusters Score -908506.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -908515.000000 Penalty: 4318.911621
	Iteration 34Q: 3 clusters Score -908515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -908521.375000 Penalty: 4318.911621
	Iteration 35Q: 3 clusters Score -908521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -908525.437500 Penalty: 4318.911621
	Iteration 36Q: 3 clusters Score -908525.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -908530.500000 Penalty: 4318.911621
	Iteration 37Q: 3 clusters Score -908530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -908533.562500 Penalty: 4318.911621
	Iteration 38Q: 3 clusters Score -908533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -908537.125000 Penalty: 4318.911621
	Iteration 39Q: 3 clusters Score -908537.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -908545.312500 Penalty: 4318.911621
	Iteration 40F: 3 clusters Score -908545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -908548.062500 Penalty: 4318.911621
	Iteration 41Q: 3 clusters Score -908548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -908555.562500 Penalty: 4318.911621
	Iteration 42Q: 3 clusters Score -908555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -908560.625000 Penalty: 4318.911621
	Iteration 43Q: 3 clusters Score -908560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -908563.375000 Penalty: 4318.911621
	Iteration 44Q: 3 clusters Score -908563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -908564.437500 Penalty: 4318.911621
	Iteration 45Q: 3 clusters Score -908564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -908566.187500 Penalty: 4318.911621
	Iteration 46Q: 3 clusters Score -908566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -908567.687500 Penalty: 4318.911621
	Iteration 47Q: 3 clusters Score -908567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -908569.687500 Penalty: 4318.911621
	Iteration 48Q: 3 clusters Score -908569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -908570.750000 Penalty: 4318.911621
	Iteration 49Q: 3 clusters Score -908570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -908570.437500 Penalty: 4318.911621
	Iteration 50Q: 3 clusters Score -908570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -908572.437500 Penalty: 4318.911621
	Iteration 51Q: 3 clusters Score -908572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -908572.750000 Penalty: 4318.911621
	Iteration 52Q: 3 clusters Score -908572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -908573.937500 Penalty: 4318.911621
	Iteration 53Q: 3 clusters Score -908573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -908576.375000 Penalty: 4318.911621
	Iteration 54Q: 3 clusters Score -908576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -908578.375000 Penalty: 4318.911621
	Iteration 55Q: 3 clusters Score -908578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -908579.562500 Penalty: 4318.911621
	Iteration 56Q: 3 clusters Score -908579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -908579.750000 Penalty: 4318.911621
	Iteration 57Q: 3 clusters Score -908579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -908580.500000 Penalty: 4318.911621
	Iteration 58Q: 3 clusters Score -908580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -908581.500000 Penalty: 4318.911621
	Iteration 59Q: 3 clusters Score -908581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -908582.250000 Penalty: 4318.911621
	Iteration 60F: 3 clusters Score -908582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -908581.812500 Penalty: 4318.911621
	Iteration 61Q: 3 clusters Score -908581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -908583.500000 Penalty: 4318.911621
	Iteration 62Q: 3 clusters Score -908583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -908583.500000 Penalty: 4318.911621
	Iteration 63F: 3 clusters Score -908583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -166660.921875 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -166660.9 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 576 members 
Entering Unmasked Estep 
Score: -164654.140625 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -164654.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165051.812500 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -165051.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165281.203125 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -165281.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -165459.640625 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -165459.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -165546.718750 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -165546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -165571.015625 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -165571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -165583.578125 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -165583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -165589.531250 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -165589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165595.031250 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -165595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -165605.437500 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -165605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -165613.078125 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -165613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -165620.046875 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -165620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -165624.828125 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -165624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -165626.046875 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -165626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -165629.015625 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -165629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -165634.562500 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -165634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -165637.312500 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -165637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -165641.984375 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -165642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -165645.703125 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -165645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -165646.906250 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -165646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -165646.906250 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -165646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -1639403.375000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -1639403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1630886.375000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -1630886 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1633746.750000 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -1633747 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1634436.625000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -1634437 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1635174.375000 Penalty: 4628.597656
	Iteration 3F: 3 clusters Score -1635174 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1635902.250000 Penalty: 4628.597656
	Iteration 4F: 3 clusters Score -1635902 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1636549.875000 Penalty: 4628.597656
	Iteration 5F: 3 clusters Score -1636550 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1637071.125000 Penalty: 4628.597656
	Iteration 6F: 3 clusters Score -1637071 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1637437.500000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -1637438 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1637711.125000 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -1637711 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1637870.125000 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -1637870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1637965.375000 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -1637965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1638022.500000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -1638022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1638067.500000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -1638068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1638102.375000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -1638102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1638129.875000 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -1638130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1638144.500000 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -1638144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1638154.500000 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -1638154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1638159.625000 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -1638160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1638170.750000 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -1638171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1638180.000000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -1638180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1638185.250000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -1638185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1638190.875000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -1638191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1638192.750000 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -1638193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1638198.875000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -1638199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1638204.000000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -1638204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1638209.250000 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -1638209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1638210.250000 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -1638210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1638213.750000 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -1638214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1638212.250000 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -1638212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1638214.875000 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -1638215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1638212.500000 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -1638212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1638217.375000 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -1638217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1638213.625000 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -1638214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1638217.125000 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -1638217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1638220.625000 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -1638221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1638221.125000 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -1638221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1638227.375000 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -1638227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1638232.125000 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -1638232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1638237.500000 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -1638238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1638241.250000 Penalty: 4628.597656
	Iteration 39Q: 3 clusters Score -1638241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1638239.125000 Penalty: 4628.597656
	Iteration 40F: 3 clusters Score -1638239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1638242.625000 Penalty: 4628.597656
	Iteration 41Q: 3 clusters Score -1638243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1638243.375000 Penalty: 4628.597656
	Iteration 42Q: 3 clusters Score -1638243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1638246.500000 Penalty: 4628.597656
	Iteration 43Q: 3 clusters Score -1638246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1638245.250000 Penalty: 4628.597656
	Iteration 44Q: 3 clusters Score -1638245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1638245.250000 Penalty: 4628.597656
	Iteration 45Q: 3 clusters Score -1638245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1638242.500000 Penalty: 4628.597656
	Iteration 46Q: 3 clusters Score -1638242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1638244.125000 Penalty: 4628.597656
	Iteration 47Q: 3 clusters Score -1638244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1638240.875000 Penalty: 4628.597656
	Iteration 48Q: 3 clusters Score -1638241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1638243.375000 Penalty: 4628.597656
	Iteration 49Q: 3 clusters Score -1638243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1638241.625000 Penalty: 4628.597656
	Iteration 50Q: 3 clusters Score -1638242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1638239.500000 Penalty: 4628.597656
	Iteration 51Q: 3 clusters Score -1638240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1638239.500000 Penalty: 4628.597656
	Iteration 52F: 3 clusters Score -1638240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 37037 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 63205 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18941 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23994 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13215 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56218 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86783 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15172 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5936 members 
Mstep: Class 39 contains 38095 members 
Mstep: Class 40 contains 6048 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382160.000000 Penalty: 141521.562500
Iteration 119Q: 43 clusters Score -1.203822e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 36981 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 63198 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35508 members 
Mstep: Class 8 contains 47042 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18946 members 
Mstep: Class 11 contains 23142 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44545 members 
Mstep: Class 14 contains 53970 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 103575 members 
Mstep: Class 19 contains 23948 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13220 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56221 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16604 members 
Mstep: Class 28 contains 22343 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86803 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15171 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 8786 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5939 members 
Mstep: Class 39 contains 38092 members 
Mstep: Class 40 contains 6049 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382208.000000 Penalty: 141521.562500
Iteration 120F: 43 clusters Score -1.203822e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 36932 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 63189 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35485 members 
Mstep: Class 8 contains 47040 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18955 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44549 members 
Mstep: Class 14 contains 53968 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 103576 members 
Mstep: Class 19 contains 23910 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56228 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16601 members 
Mstep: Class 28 contains 22340 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86814 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15170 members 
Mstep: Class 33 contains 13063 members 
Mstep: Class 34 contains 8788 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5942 members 
Mstep: Class 39 contains 38089 members 
Mstep: Class 40 contains 6050 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382216.000000 Penalty: 141521.562500
Iteration 121Q: 43 clusters Score -1.203822e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 36882 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 63181 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 47035 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 18966 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44555 members 
Mstep: Class 14 contains 53961 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6787 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 103578 members 
Mstep: Class 19 contains 23878 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13236 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56230 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16597 members 
Mstep: Class 28 contains 22336 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86829 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15169 members 
Mstep: Class 33 contains 13069 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5945 members 
Mstep: Class 39 contains 38085 members 
Mstep: Class 40 contains 6054 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382352.000000 Penalty: 141521.562500
Iteration 122Q: 43 clusters Score -1.203824e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 36840 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 63175 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35454 members 
Mstep: Class 8 contains 47021 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 18977 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44560 members 
Mstep: Class 14 contains 53950 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103577 members 
Mstep: Class 19 contains 23841 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 6244 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56230 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16598 members 
Mstep: Class 28 contains 22337 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86846 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15168 members 
Mstep: Class 33 contains 13082 members 
Mstep: Class 34 contains 8789 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5951 members 
Mstep: Class 39 contains 38075 members 
Mstep: Class 40 contains 6056 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382376.000000 Penalty: 141521.562500
Iteration 123Q: 43 clusters Score -1.203824e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 36807 members 
Mstep: Class 4 contains 6562 members 
Mstep: Class 5 contains 63170 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35435 members 
Mstep: Class 8 contains 47009 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 18996 members 
Mstep: Class 11 contains 23145 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44561 members 
Mstep: Class 14 contains 53948 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103575 members 
Mstep: Class 19 contains 23798 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13254 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56235 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16598 members 
Mstep: Class 28 contains 22337 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86855 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15166 members 
Mstep: Class 33 contains 13094 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5956 members 
Mstep: Class 39 contains 38066 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382448.000000 Penalty: 141521.562500
Iteration 124Q: 43 clusters Score -1.203824e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 36775 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 63169 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35418 members 
Mstep: Class 8 contains 47002 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19014 members 
Mstep: Class 11 contains 23146 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44560 members 
Mstep: Class 14 contains 53942 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 103575 members 
Mstep: Class 19 contains 23753 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56240 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16599 members 
Mstep: Class 28 contains 22337 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86863 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15166 members 
Mstep: Class 33 contains 13115 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5966 members 
Mstep: Class 39 contains 38058 members 
Mstep: Class 40 contains 6059 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382352.000000 Penalty: 141521.562500
Iteration 125Q: 43 clusters Score -1.203824e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 36750 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 63165 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35402 members 
Mstep: Class 8 contains 46991 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19031 members 
Mstep: Class 11 contains 23148 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44566 members 
Mstep: Class 14 contains 53942 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 23703 members 
Mstep: Class 20 contains 4481 members 
Mstep: Class 21 contains 13274 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56242 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16592 members 
Mstep: Class 28 contains 22336 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86873 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15165 members 
Mstep: Class 33 contains 13135 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5971 members 
Mstep: Class 39 contains 38046 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382384.000000 Penalty: 141521.562500
Iteration 126Q: 43 clusters Score -1.203824e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 36716 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35387 members 
Mstep: Class 8 contains 46974 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19047 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44571 members 
Mstep: Class 14 contains 53941 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 103573 members 
Mstep: Class 19 contains 23642 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 13281 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56244 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16587 members 
Mstep: Class 28 contains 22335 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86883 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15162 members 
Mstep: Class 33 contains 13162 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5980 members 
Mstep: Class 39 contains 38042 members 
Mstep: Class 40 contains 6062 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382472.000000 Penalty: 141521.562500
Iteration 127Q: 43 clusters Score -1.203825e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 36684 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 46974 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44575 members 
Mstep: Class 14 contains 53938 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7073 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 23589 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 13279 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16581 members 
Mstep: Class 28 contains 22336 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86884 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15159 members 
Mstep: Class 33 contains 13190 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 38038 members 
Mstep: Class 40 contains 6064 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382456.000000 Penalty: 141521.562500
Iteration 128Q: 43 clusters Score -1.203825e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 36654 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 63155 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35364 members 
Mstep: Class 8 contains 46974 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 23152 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44574 members 
Mstep: Class 14 contains 53937 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 23543 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 13284 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 22335 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86895 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15161 members 
Mstep: Class 33 contains 13217 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5994 members 
Mstep: Class 39 contains 38025 members 
Mstep: Class 40 contains 6066 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382584.000000 Penalty: 141521.562500
Iteration 129Q: 43 clusters Score -1.203826e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 36630 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35356 members 
Mstep: Class 8 contains 46974 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19082 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44575 members 
Mstep: Class 14 contains 53945 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7134 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 103574 members 
Mstep: Class 19 contains 23488 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 22332 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86897 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15157 members 
Mstep: Class 33 contains 13244 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6002 members 
Mstep: Class 39 contains 38020 members 
Mstep: Class 40 contains 6067 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382616.000000 Penalty: 141521.562500
Iteration 130Q: 43 clusters Score -1.203826e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 36612 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63154 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35349 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19104 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44577 members 
Mstep: Class 14 contains 53947 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 103572 members 
Mstep: Class 19 contains 23421 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16561 members 
Mstep: Class 28 contains 22330 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86905 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 13267 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6005 members 
Mstep: Class 39 contains 38019 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382728.000000 Penalty: 141521.562500
Iteration 131Q: 43 clusters Score -1.203827e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 36592 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63149 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35343 members 
Mstep: Class 8 contains 46984 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19114 members 
Mstep: Class 11 contains 23160 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44580 members 
Mstep: Class 14 contains 53952 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 19 contains 23375 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 13286 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56243 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 22330 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86909 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15154 members 
Mstep: Class 33 contains 13291 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6008 members 
Mstep: Class 39 contains 38015 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382816.000000 Penalty: 141521.562500
Iteration 132Q: 43 clusters Score -1.203828e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 36574 members 
Mstep: Class 4 contains 6566 members 
Mstep: Class 5 contains 63147 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35337 members 
Mstep: Class 8 contains 46988 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19122 members 
Mstep: Class 11 contains 23164 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44579 members 
Mstep: Class 14 contains 53956 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7211 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 103570 members 
Mstep: Class 19 contains 23334 members 
Mstep: Class 20 contains 4481 members 
Mstep: Class 21 contains 13293 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56243 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16548 members 
Mstep: Class 28 contains 22326 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86911 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15155 members 
Mstep: Class 33 contains 13313 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6011 members 
Mstep: Class 39 contains 38013 members 
Mstep: Class 40 contains 6069 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382768.000000 Penalty: 141521.562500
Iteration 133Q: 43 clusters Score -1.203828e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 36550 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63147 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35332 members 
Mstep: Class 8 contains 46992 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19135 members 
Mstep: Class 11 contains 23164 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44583 members 
Mstep: Class 14 contains 53958 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7228 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 103571 members 
Mstep: Class 19 contains 23284 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56245 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16543 members 
Mstep: Class 28 contains 22322 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86917 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15154 members 
Mstep: Class 33 contains 13332 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6014 members 
Mstep: Class 39 contains 38012 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382800.000000 Penalty: 141521.562500
Iteration 134Q: 43 clusters Score -1.203828e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 36530 members 
Mstep: Class 4 contains 6566 members 
Mstep: Class 5 contains 63146 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35325 members 
Mstep: Class 8 contains 46991 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19147 members 
Mstep: Class 11 contains 23165 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44591 members 
Mstep: Class 14 contains 53962 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 19 contains 23239 members 
Mstep: Class 20 contains 4489 members 
Mstep: Class 21 contains 13306 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56243 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16543 members 
Mstep: Class 28 contains 22318 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86919 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 13356 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6013 members 
Mstep: Class 39 contains 38007 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382816.000000 Penalty: 141521.562500
Iteration 135Q: 43 clusters Score -1.203828e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 36518 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63144 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35323 members 
Mstep: Class 8 contains 46989 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19162 members 
Mstep: Class 11 contains 23164 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44591 members 
Mstep: Class 14 contains 53963 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103568 members 
Mstep: Class 19 contains 23199 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 13307 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56248 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16541 members 
Mstep: Class 28 contains 22318 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86922 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 13377 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6011 members 
Mstep: Class 39 contains 38002 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382896.000000 Penalty: 141521.562500
Iteration 136Q: 43 clusters Score -1.203829e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 36509 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63140 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35316 members 
Mstep: Class 8 contains 46987 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19177 members 
Mstep: Class 11 contains 23165 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 53962 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103567 members 
Mstep: Class 19 contains 23161 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 13308 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56247 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16543 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86927 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 13396 members 
Mstep: Class 34 contains 8793 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6010 members 
Mstep: Class 39 contains 37993 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382864.000000 Penalty: 141521.562500
Iteration 137Q: 43 clusters Score -1.203829e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 36494 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63138 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35308 members 
Mstep: Class 8 contains 46990 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19193 members 
Mstep: Class 11 contains 23165 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 53966 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103565 members 
Mstep: Class 19 contains 23119 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 13310 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56248 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16544 members 
Mstep: Class 28 contains 22311 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86932 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 13413 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6009 members 
Mstep: Class 39 contains 37990 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382976.000000 Penalty: 141521.562500
Iteration 138Q: 43 clusters Score -1.20383e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 36484 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63131 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35302 members 
Mstep: Class 8 contains 46996 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 23165 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44597 members 
Mstep: Class 14 contains 53973 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103565 members 
Mstep: Class 19 contains 23079 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 13309 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56249 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16540 members 
Mstep: Class 28 contains 22310 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86935 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15155 members 
Mstep: Class 33 contains 13425 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6010 members 
Mstep: Class 39 contains 37990 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383104.000000 Penalty: 141521.562500
Iteration 139Q: 43 clusters Score -1.203831e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 36477 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63122 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35297 members 
Mstep: Class 8 contains 46997 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19220 members 
Mstep: Class 11 contains 23166 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 53978 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 23044 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 13307 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56252 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16535 members 
Mstep: Class 28 contains 22310 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86937 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15152 members 
Mstep: Class 33 contains 13438 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6011 members 
Mstep: Class 39 contains 37990 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382968.000000 Penalty: 141521.562500
Iteration 140F: 43 clusters Score -1.20383e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 36476 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63116 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35293 members 
Mstep: Class 8 contains 46997 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19226 members 
Mstep: Class 11 contains 23166 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 53980 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 23014 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 13307 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56253 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16534 members 
Mstep: Class 28 contains 22308 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86944 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15148 members 
Mstep: Class 33 contains 13452 members 
Mstep: Class 34 contains 8792 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6010 members 
Mstep: Class 39 contains 37989 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383064.000000 Penalty: 141521.562500
Iteration 141Q: 43 clusters Score -1.203831e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 36472 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 63110 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35293 members 
Mstep: Class 8 contains 46995 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 23167 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 22990 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56255 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16535 members 
Mstep: Class 28 contains 22307 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86952 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15146 members 
Mstep: Class 33 contains 13457 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6013 members 
Mstep: Class 39 contains 37990 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383040.000000 Penalty: 141521.562500
Iteration 142Q: 43 clusters Score -1.20383e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 36471 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63107 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35292 members 
Mstep: Class 8 contains 46996 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 23168 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 53985 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7321 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 22964 members 
Mstep: Class 20 contains 4485 members 
Mstep: Class 21 contains 13306 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56256 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16534 members 
Mstep: Class 28 contains 22304 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86947 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15143 members 
Mstep: Class 33 contains 13470 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6018 members 
Mstep: Class 39 contains 37987 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382960.000000 Penalty: 141521.562500
Iteration 143Q: 43 clusters Score -1.20383e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 36465 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63102 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35290 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19241 members 
Mstep: Class 11 contains 23170 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 53989 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7324 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 22941 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 13312 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56254 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16533 members 
Mstep: Class 28 contains 22301 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86942 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15140 members 
Mstep: Class 33 contains 13487 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6024 members 
Mstep: Class 39 contains 37983 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383016.000000 Penalty: 141521.562500
Iteration 144Q: 43 clusters Score -1.20383e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 36464 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63098 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35291 members 
Mstep: Class 8 contains 47000 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19250 members 
Mstep: Class 11 contains 23171 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44602 members 
Mstep: Class 14 contains 53992 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7325 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 103564 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13313 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56254 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16530 members 
Mstep: Class 28 contains 22301 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86942 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15135 members 
Mstep: Class 33 contains 13501 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 37973 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383000.000000 Penalty: 141521.562500
Iteration 145Q: 43 clusters Score -1.20383e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63094 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 47002 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19261 members 
Mstep: Class 11 contains 23172 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 53994 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 103562 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6249 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56254 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16528 members 
Mstep: Class 28 contains 22296 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86943 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15135 members 
Mstep: Class 33 contains 13524 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6037 members 
Mstep: Class 39 contains 37968 members 
Mstep: Class 40 contains 6075 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382856.000000 Penalty: 141521.562500
Iteration 146Q: 43 clusters Score -1.203829e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 36464 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63084 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35287 members 
Mstep: Class 8 contains 47002 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19273 members 
Mstep: Class 11 contains 23172 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 53999 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 103562 members 
Mstep: Class 19 contains 22841 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13319 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6252 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56254 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16527 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86943 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15135 members 
Mstep: Class 33 contains 13549 members 
Mstep: Class 34 contains 8794 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6038 members 
Mstep: Class 39 contains 37962 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382768.000000 Penalty: 141521.562500
Iteration 147Q: 43 clusters Score -1.203828e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 36473 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63075 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 47004 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19291 members 
Mstep: Class 11 contains 23172 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 54003 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 103561 members 
Mstep: Class 19 contains 22793 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 21 contains 13320 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56255 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16526 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13576 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6040 members 
Mstep: Class 39 contains 37955 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382832.000000 Penalty: 141521.562500
Iteration 148Q: 43 clusters Score -1.203828e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 36476 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63069 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47006 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19302 members 
Mstep: Class 11 contains 23173 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 54008 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 103558 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13322 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56256 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16527 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86935 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15133 members 
Mstep: Class 33 contains 13598 members 
Mstep: Class 34 contains 8798 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6041 members 
Mstep: Class 39 contains 37955 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382800.000000 Penalty: 141521.562500
Iteration 149Q: 43 clusters Score -1.203828e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 36465 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63065 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35282 members 
Mstep: Class 8 contains 47006 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19312 members 
Mstep: Class 11 contains 23174 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44603 members 
Mstep: Class 14 contains 54013 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22707 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13323 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56257 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16527 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86936 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13618 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6041 members 
Mstep: Class 39 contains 37959 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382896.000000 Penalty: 141521.562500
Iteration 150Q: 43 clusters Score -1.203829e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 36462 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 63065 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47009 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19323 members 
Mstep: Class 11 contains 23174 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 54016 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22653 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56257 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16524 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86942 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15135 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6042 members 
Mstep: Class 39 contains 37957 members 
Mstep: Class 40 contains 6079 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382880.000000 Penalty: 141521.562500
Iteration 151Q: 43 clusters Score -1.203829e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36464 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 63063 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 47013 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19337 members 
Mstep: Class 11 contains 23174 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44605 members 
Mstep: Class 14 contains 54017 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7335 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22606 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13323 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56256 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16521 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86943 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13666 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6048 members 
Mstep: Class 39 contains 37955 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382760.000000 Penalty: 141521.562500
Iteration 152Q: 43 clusters Score -1.203828e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36468 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63060 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 47013 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19346 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44605 members 
Mstep: Class 14 contains 54015 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22564 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13322 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56257 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16519 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86944 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13699 members 
Mstep: Class 34 contains 8798 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 37954 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382824.000000 Penalty: 141521.562500
Iteration 153Q: 43 clusters Score -1.203828e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36465 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63061 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47017 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19355 members 
Mstep: Class 11 contains 23177 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44606 members 
Mstep: Class 14 contains 54018 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7339 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22536 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16513 members 
Mstep: Class 28 contains 22292 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86939 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15133 members 
Mstep: Class 33 contains 13726 members 
Mstep: Class 34 contains 8798 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6051 members 
Mstep: Class 39 contains 37954 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382880.000000 Penalty: 141521.562500
Iteration 154Q: 43 clusters Score -1.203829e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36466 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63058 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19371 members 
Mstep: Class 11 contains 23177 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44607 members 
Mstep: Class 14 contains 54020 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7340 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22493 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 21 contains 13316 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56258 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16508 members 
Mstep: Class 28 contains 22292 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86932 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15133 members 
Mstep: Class 33 contains 13757 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6054 members 
Mstep: Class 39 contains 37952 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382808.000000 Penalty: 141521.562500
Iteration 155Q: 43 clusters Score -1.203828e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36462 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63059 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47024 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19377 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44608 members 
Mstep: Class 14 contains 54019 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22453 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56258 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16507 members 
Mstep: Class 28 contains 22292 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15133 members 
Mstep: Class 33 contains 13782 members 
Mstep: Class 34 contains 8798 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382744.000000 Penalty: 141521.562500
Iteration 156Q: 43 clusters Score -1.203827e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63057 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 47029 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19382 members 
Mstep: Class 11 contains 23175 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44609 members 
Mstep: Class 14 contains 54019 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22407 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56258 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16507 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13808 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6064 members 
Mstep: Class 39 contains 37948 members 
Mstep: Class 40 contains 6075 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382688.000000 Penalty: 141521.562500
Iteration 157Q: 43 clusters Score -1.203827e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36456 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 63054 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 47033 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19388 members 
Mstep: Class 11 contains 23177 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 54019 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103557 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56258 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16506 members 
Mstep: Class 28 contains 22294 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86937 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15135 members 
Mstep: Class 33 contains 13826 members 
Mstep: Class 34 contains 8800 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6064 members 
Mstep: Class 39 contains 37948 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382568.000000 Penalty: 141521.562500
Iteration 158Q: 43 clusters Score -1.203826e+08 nChanged 79
Entering ConstructFrom: 
Score: -120382568.000000 Penalty: 141521.562500
Entering ConstructFrom: 
Trying to split cluster 1 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -1069265.250000 Penalty: 2199.854736
	Iteration 0F: 2 clusters Score -1069265 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 3533 members 
Entering Unmasked Estep 
Score: -1063431.250000 Penalty: 4399.709473
	Iteration 0F: 3 clusters Score -1063431 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1065063.125000 Penalty: 4399.709473
	Iteration 1F: 3 clusters Score -1065063 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1065376.875000 Penalty: 4399.709473
	Iteration 2F: 3 clusters Score -1065377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1065586.375000 Penalty: 4399.709473
	Iteration 3F: 3 clusters Score -1065586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1065746.250000 Penalty: 4399.709473
	Iteration 4Q: 3 clusters Score -1065746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1065877.500000 Penalty: 4399.709473
	Iteration 5Q: 3 clusters Score -1065878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1066022.750000 Penalty: 4399.709473
	Iteration 6Q: 3 clusters Score -1066023 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1066166.125000 Penalty: 4399.709473
	Iteration 7Q: 3 clusters Score -1066166 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1066367.375000 Penalty: 4399.709473
	Iteration 8Q: 3 clusters Score -1066367 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1066669.750000 Penalty: 4399.709473
	Iteration 9Q: 3 clusters Score -1066670 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1067147.125000 Penalty: 4399.709473
	Iteration 10F: 3 clusters Score -1067147 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1067839.875000 Penalty: 4399.709473
	Iteration 11F: 3 clusters Score -1067840 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1068507.875000 Penalty: 4399.709473
	Iteration 12F: 3 clusters Score -1068508 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1068915.375000 Penalty: 4399.709473
	Iteration 13Q: 3 clusters Score -1068915 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1069164.000000 Penalty: 4399.709473
	Iteration 14Q: 3 clusters Score -1069164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1069383.500000 Penalty: 4399.709473
	Iteration 15Q: 3 clusters Score -1069384 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1069631.000000 Penalty: 4399.709473
	Iteration 16Q: 3 clusters Score -1069631 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1069882.375000 Penalty: 4399.709473
	Iteration 17Q: 3 clusters Score -1069882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1070030.875000 Penalty: 4399.709473
	Iteration 18Q: 3 clusters Score -1070031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1070098.125000 Penalty: 4399.709473
	Iteration 19Q: 3 clusters Score -1070098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1070145.375000 Penalty: 4399.709473
	Iteration 20F: 3 clusters Score -1070145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1070174.625000 Penalty: 4399.709473
	Iteration 21Q: 3 clusters Score -1070175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1070190.250000 Penalty: 4399.709473
	Iteration 22Q: 3 clusters Score -1070190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1070199.625000 Penalty: 4399.709473
	Iteration 23Q: 3 clusters Score -1070200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1070205.250000 Penalty: 4399.709473
	Iteration 24Q: 3 clusters Score -1070205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1070208.625000 Penalty: 4399.709473
	Iteration 25Q: 3 clusters Score -1070209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1070212.250000 Penalty: 4399.709473
	Iteration 26Q: 3 clusters Score -1070212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1070214.750000 Penalty: 4399.709473
	Iteration 27Q: 3 clusters Score -1070215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1070216.875000 Penalty: 4399.709473
	Iteration 28Q: 3 clusters Score -1070217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1070218.250000 Penalty: 4399.709473
	Iteration 29Q: 3 clusters Score -1070218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1070220.000000 Penalty: 4399.709473
	Iteration 30Q: 3 clusters Score -1070220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1070220.375000 Penalty: 4399.709473
	Iteration 31Q: 3 clusters Score -1070220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1070218.375000 Penalty: 4399.709473
	Iteration 32Q: 3 clusters Score -1070218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1070218.375000 Penalty: 4399.709473
	Iteration 33F: 3 clusters Score -1070218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Entering Unmasked Estep 
Score: -120382752.000000 Penalty: 144891.109375
Splitting cluster 1 changes total score from -120382568.000000 to -120382752.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 2 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -203217.718750 Penalty: 1798.157593
	Iteration 0F: 2 clusters Score -203217.7 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 708 members 
Entering Unmasked Estep 
Score: -201017.703125 Penalty: 3596.315186
	Iteration 0F: 3 clusters Score -201017.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -201379.218750 Penalty: 3596.315186
	Iteration 1F: 3 clusters Score -201379.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -201487.937500 Penalty: 3596.315186
	Iteration 2F: 3 clusters Score -201487.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201566.875000 Penalty: 3596.315186
	Iteration 3Q: 3 clusters Score -201566.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -201632.421875 Penalty: 3596.315186
	Iteration 4Q: 3 clusters Score -201632.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201683.500000 Penalty: 3596.315186
	Iteration 5Q: 3 clusters Score -201683.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201729.187500 Penalty: 3596.315186
	Iteration 6Q: 3 clusters Score -201729.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -201781.046875 Penalty: 3596.315186
	Iteration 7Q: 3 clusters Score -201781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -201827.828125 Penalty: 3596.315186
	Iteration 8Q: 3 clusters Score -201827.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201866.703125 Penalty: 3596.315186
	Iteration 9Q: 3 clusters Score -201866.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -201907.984375 Penalty: 3596.315186
	Iteration 10Q: 3 clusters Score -201908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -201936.421875 Penalty: 3596.315186
	Iteration 11Q: 3 clusters Score -201936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -201959.546875 Penalty: 3596.315186
	Iteration 12Q: 3 clusters Score -201959.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -201980.078125 Penalty: 3596.315186
	Iteration 13Q: 3 clusters Score -201980.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -202003.375000 Penalty: 3596.315186
	Iteration 14Q: 3 clusters Score -202003.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -202028.078125 Penalty: 3596.315186
	Iteration 15Q: 3 clusters Score -202028.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202049.078125 Penalty: 3596.315186
	Iteration 16Q: 3 clusters Score -202049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -202065.765625 Penalty: 3596.315186
	Iteration 17Q: 3 clusters Score -202065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -202090.296875 Penalty: 3596.315186
	Iteration 18Q: 3 clusters Score -202090.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -202122.250000 Penalty: 3596.315186
	Iteration 19Q: 3 clusters Score -202122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -202149.265625 Penalty: 3596.315186
	Iteration 20F: 3 clusters Score -202149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -202173.406250 Penalty: 3596.315186
	Iteration 21Q: 3 clusters Score -202173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -202200.781250 Penalty: 3596.315186
	Iteration 22Q: 3 clusters Score -202200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -202215.250000 Penalty: 3596.315186
	Iteration 23Q: 3 clusters Score -202215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -202223.687500 Penalty: 3596.315186
	Iteration 24Q: 3 clusters Score -202223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -202226.031250 Penalty: 3596.315186
	Iteration 25Q: 3 clusters Score -202226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -202228.531250 Penalty: 3596.315186
	Iteration 26Q: 3 clusters Score -202228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -202230.406250 Penalty: 3596.315186
	Iteration 27Q: 3 clusters Score -202230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -202230.406250 Penalty: 3596.315186
	Iteration 28F: 3 clusters Score -202230.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Entering Unmasked Estep 
Score: -5353248.500000 Penalty: 2604.916748
	Iteration 0F: 2 clusters Score -5353248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5328598.000000 Penalty: 5209.833496
	Iteration 0F: 3 clusters Score -5328598 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5338077.500000 Penalty: 5209.833496
	Iteration 1F: 3 clusters Score -5338078 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -5339013.500000 Penalty: 5209.833496
	Iteration 2F: 3 clusters Score -5339014 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5340169.000000 Penalty: 5209.833496
	Iteration 3F: 3 clusters Score -5340169 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -5341417.500000 Penalty: 5209.833496
	Iteration 4F: 3 clusters Score -5341418 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5342665.000000 Penalty: 5209.833496
	Iteration 5F: 3 clusters Score -5342665 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5343764.000000 Penalty: 5209.833496
	Iteration 6F: 3 clusters Score -5343764 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5344743.500000 Penalty: 5209.833496
	Iteration 7F: 3 clusters Score -5344744 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5345537.000000 Penalty: 5209.833496
	Iteration 8Q: 3 clusters Score -5345537 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5346305.000000 Penalty: 5209.833496
	Iteration 9Q: 3 clusters Score -5346305 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5347037.500000 Penalty: 5209.833496
	Iteration 10Q: 3 clusters Score -5347038 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5347764.000000 Penalty: 5209.833496
	Iteration 11Q: 3 clusters Score -5347764 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5348425.000000 Penalty: 5209.833496
	Iteration 12Q: 3 clusters Score -5348425 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5348922.500000 Penalty: 5209.833496
	Iteration 13Q: 3 clusters Score -5348922 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -5349291.500000 Penalty: 5209.833496
	Iteration 14Q: 3 clusters Score -5349292 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5349523.500000 Penalty: 5209.833496
	Iteration 15Q: 3 clusters Score -5349524 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -5349718.500000 Penalty: 5209.833496
	Iteration 16Q: 3 clusters Score -5349718 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5349880.500000 Penalty: 5209.833496
	Iteration 17Q: 3 clusters Score -5349880 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5349974.500000 Penalty: 5209.833496
	Iteration 18Q: 3 clusters Score -5349974 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5350062.500000 Penalty: 5209.833496
	Iteration 19Q: 3 clusters Score -5350062 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5350127.000000 Penalty: 5209.833496
	Iteration 20F: 3 clusters Score -5350127 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5350207.000000 Penalty: 5209.833496
	Iteration 21Q: 3 clusters Score -5350207 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5350305.000000 Penalty: 5209.833496
	Iteration 22Q: 3 clusters Score -5350305 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5350366.500000 Penalty: 5209.833496
	Iteration 23Q: 3 clusters Score -5350366 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5350433.500000 Penalty: 5209.833496
	Iteration 24Q: 3 clusters Score -5350434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5350495.500000 Penalty: 5209.833496
	Iteration 25Q: 3 clusters Score -5350496 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5350524.000000 Penalty: 5209.833496
	Iteration 26Q: 3 clusters Score -5350524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5350588.500000 Penalty: 5209.833496
	Iteration 27Q: 3 clusters Score -5350588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -5350662.000000 Penalty: 5209.833496
	Iteration 28Q: 3 clusters Score -5350662 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -5350738.500000 Penalty: 5209.833496
	Iteration 29Q: 3 clusters Score -5350738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5350771.500000 Penalty: 5209.833496
	Iteration 30Q: 3 clusters Score -5350772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -5350794.000000 Penalty: 5209.833496
	Iteration 31Q: 3 clusters Score -5350794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5350819.500000 Penalty: 5209.833496
	Iteration 32Q: 3 clusters Score -5350820 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5350872.500000 Penalty: 5209.833496
	Iteration 33Q: 3 clusters Score -5350872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5350917.000000 Penalty: 5209.833496
	Iteration 34Q: 3 clusters Score -5350917 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5350935.000000 Penalty: 5209.833496
	Iteration 35Q: 3 clusters Score -5350935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5350961.500000 Penalty: 5209.833496
	Iteration 36Q: 3 clusters Score -5350962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -5351000.500000 Penalty: 5209.833496
	Iteration 37Q: 3 clusters Score -5351000 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -5351046.000000 Penalty: 5209.833496
	Iteration 38Q: 3 clusters Score -5351046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5351049.000000 Penalty: 5209.833496
	Iteration 39Q: 3 clusters Score -5351049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5351093.500000 Penalty: 5209.833496
	Iteration 40F: 3 clusters Score -5351094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -5351126.500000 Penalty: 5209.833496
	Iteration 41Q: 3 clusters Score -5351126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5351154.000000 Penalty: 5209.833496
	Iteration 42Q: 3 clusters Score -5351154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5351176.500000 Penalty: 5209.833496
	Iteration 43Q: 3 clusters Score -5351176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5351220.500000 Penalty: 5209.833496
	Iteration 44Q: 3 clusters Score -5351220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -5351246.000000 Penalty: 5209.833496
	Iteration 45Q: 3 clusters Score -5351246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5351275.000000 Penalty: 5209.833496
	Iteration 46Q: 3 clusters Score -5351275 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5351322.500000 Penalty: 5209.833496
	Iteration 47Q: 3 clusters Score -5351322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5351368.000000 Penalty: 5209.833496
	Iteration 48Q: 3 clusters Score -5351368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -5351384.000000 Penalty: 5209.833496
	Iteration 49Q: 3 clusters Score -5351384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5351460.000000 Penalty: 5209.833496
	Iteration 50Q: 3 clusters Score -5351460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5351504.000000 Penalty: 5209.833496
	Iteration 51Q: 3 clusters Score -5351504 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5351551.000000 Penalty: 5209.833496
	Iteration 52Q: 3 clusters Score -5351551 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5351582.500000 Penalty: 5209.833496
	Iteration 53Q: 3 clusters Score -5351582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -5351620.500000 Penalty: 5209.833496
	Iteration 54Q: 3 clusters Score -5351620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -5351653.500000 Penalty: 5209.833496
	Iteration 55Q: 3 clusters Score -5351654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5351672.000000 Penalty: 5209.833496
	Iteration 56Q: 3 clusters Score -5351672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5351686.000000 Penalty: 5209.833496
	Iteration 57Q: 3 clusters Score -5351686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5351713.000000 Penalty: 5209.833496
	Iteration 58Q: 3 clusters Score -5351713 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5351726.000000 Penalty: 5209.833496
	Iteration 59Q: 3 clusters Score -5351726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -5351737.500000 Penalty: 5209.833496
	Iteration 60F: 3 clusters Score -5351738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -5351753.000000 Penalty: 5209.833496
	Iteration 61Q: 3 clusters Score -5351753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5351758.500000 Penalty: 5209.833496
	Iteration 62Q: 3 clusters Score -5351758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -5351773.500000 Penalty: 5209.833496
	Iteration 63Q: 3 clusters Score -5351774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5351767.500000 Penalty: 5209.833496
	Iteration 64Q: 3 clusters Score -5351768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -5351771.500000 Penalty: 5209.833496
	Iteration 65Q: 3 clusters Score -5351772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5351781.000000 Penalty: 5209.833496
	Iteration 66Q: 3 clusters Score -5351781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5351793.500000 Penalty: 5209.833496
	Iteration 67Q: 3 clusters Score -5351794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5351790.000000 Penalty: 5209.833496
	Iteration 68Q: 3 clusters Score -5351790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5351792.000000 Penalty: 5209.833496
	Iteration 69Q: 3 clusters Score -5351792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5351793.500000 Penalty: 5209.833496
	Iteration 70Q: 3 clusters Score -5351794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -5351798.500000 Penalty: 5209.833496
	Iteration 71Q: 3 clusters Score -5351798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5351796.500000 Penalty: 5209.833496
	Iteration 72Q: 3 clusters Score -5351796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5351795.500000 Penalty: 5209.833496
	Iteration 73Q: 3 clusters Score -5351796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5351802.000000 Penalty: 5209.833496
	Iteration 74Q: 3 clusters Score -5351802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5351801.000000 Penalty: 5209.833496
	Iteration 75Q: 3 clusters Score -5351801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5351809.500000 Penalty: 5209.833496
	Iteration 76Q: 3 clusters Score -5351810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -5351813.000000 Penalty: 5209.833496
	Iteration 77Q: 3 clusters Score -5351813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5351808.500000 Penalty: 5209.833496
	Iteration 78Q: 3 clusters Score -5351808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5351807.000000 Penalty: 5209.833496
	Iteration 79Q: 3 clusters Score -5351807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5351815.500000 Penalty: 5209.833496
	Iteration 80F: 3 clusters Score -5351816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -5351806.000000 Penalty: 5209.833496
	Iteration 81Q: 3 clusters Score -5351806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -5351810.000000 Penalty: 5209.833496
	Iteration 82Q: 3 clusters Score -5351810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5351815.000000 Penalty: 5209.833496
	Iteration 83Q: 3 clusters Score -5351815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5351817.000000 Penalty: 5209.833496
	Iteration 84Q: 3 clusters Score -5351817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5351820.000000 Penalty: 5209.833496
	Iteration 85Q: 3 clusters Score -5351820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5351819.500000 Penalty: 5209.833496
	Iteration 86Q: 3 clusters Score -5351820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5351823.500000 Penalty: 5209.833496
	Iteration 87Q: 3 clusters Score -5351824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -5351828.500000 Penalty: 5209.833496
	Iteration 88Q: 3 clusters Score -5351828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -5351835.500000 Penalty: 5209.833496
	Iteration 89Q: 3 clusters Score -5351836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5351834.500000 Penalty: 5209.833496
	Iteration 90Q: 3 clusters Score -5351834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5351826.000000 Penalty: 5209.833496
	Iteration 91Q: 3 clusters Score -5351826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -5351837.500000 Penalty: 5209.833496
	Iteration 92Q: 3 clusters Score -5351838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -5351838.000000 Penalty: 5209.833496
	Iteration 93Q: 3 clusters Score -5351838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5351843.000000 Penalty: 5209.833496
	Iteration 94Q: 3 clusters Score -5351843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5351840.500000 Penalty: 5209.833496
	Iteration 95Q: 3 clusters Score -5351840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -5351852.000000 Penalty: 5209.833496
	Iteration 96Q: 3 clusters Score -5351852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5351855.000000 Penalty: 5209.833496
	Iteration 97Q: 3 clusters Score -5351855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5351852.500000 Penalty: 5209.833496
	Iteration 98Q: 3 clusters Score -5351852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5351848.500000 Penalty: 5209.833496
	Iteration 99Q: 3 clusters Score -5351848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5351845.000000 Penalty: 5209.833496
	Iteration 100F: 3 clusters Score -5351845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5351850.500000 Penalty: 5209.833496
	Iteration 101Q: 3 clusters Score -5351850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5351850.500000 Penalty: 5209.833496
	Iteration 102F: 3 clusters Score -5351850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -982322.812500 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -982322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -976756.937500 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -976756.9 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -978185.937500 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -978185.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -978473.125000 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -978473.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -978661.750000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -978661.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -978770.187500 Penalty: 4359.822266
	Iteration 4Q: 3 clusters Score -978770.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -978842.812500 Penalty: 4359.822266
	Iteration 5Q: 3 clusters Score -978842.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -978906.625000 Penalty: 4359.822266
	Iteration 6Q: 3 clusters Score -978906.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -978961.875000 Penalty: 4359.822266
	Iteration 7Q: 3 clusters Score -978961.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -979001.375000 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -979001.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -979028.562500 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -979028.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -979051.125000 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -979051.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -979072.875000 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -979072.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -979097.187500 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -979097.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -979124.562500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -979124.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -979153.625000 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -979153.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -979179.187500 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -979179.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -979202.125000 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -979202.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -979239.687500 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -979239.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -979274.250000 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -979274.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -979312.750000 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -979312.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -979371.250000 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -979371.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -979441.312500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -979441.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -979511.187500 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -979511.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -979589.125000 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -979589.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -979678.687500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -979678.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -979786.250000 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -979786.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -979881.875000 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -979881.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -979969.500000 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -979969.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -980042.000000 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -980042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -980120.500000 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -980120.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -980180.812500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -980180.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -980232.312500 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -980232.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -980271.437500 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -980271.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -980307.687500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -980307.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -980337.125000 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -980337.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -980370.687500 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -980370.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -980392.250000 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -980392.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -980412.500000 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -980412.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -980430.500000 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -980430.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -980444.625000 Penalty: 4359.822266
	Iteration 39Q: 3 clusters Score -980444.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -980456.937500 Penalty: 4359.822266
	Iteration 40F: 3 clusters Score -980456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -980461.812500 Penalty: 4359.822266
	Iteration 41Q: 3 clusters Score -980461.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -980474.000000 Penalty: 4359.822266
	Iteration 42Q: 3 clusters Score -980474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -980484.500000 Penalty: 4359.822266
	Iteration 43Q: 3 clusters Score -980484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -980488.500000 Penalty: 4359.822266
	Iteration 44Q: 3 clusters Score -980488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -980496.625000 Penalty: 4359.822266
	Iteration 45Q: 3 clusters Score -980496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -980498.437500 Penalty: 4359.822266
	Iteration 46Q: 3 clusters Score -980498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -980502.062500 Penalty: 4359.822266
	Iteration 47Q: 3 clusters Score -980502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -980506.687500 Penalty: 4359.822266
	Iteration 48Q: 3 clusters Score -980506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -980512.500000 Penalty: 4359.822266
	Iteration 49Q: 3 clusters Score -980512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -980513.437500 Penalty: 4359.822266
	Iteration 50Q: 3 clusters Score -980513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -980516.500000 Penalty: 4359.822266
	Iteration 51Q: 3 clusters Score -980516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -980522.250000 Penalty: 4359.822266
	Iteration 52Q: 3 clusters Score -980522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -980524.000000 Penalty: 4359.822266
	Iteration 53Q: 3 clusters Score -980524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -980526.500000 Penalty: 4359.822266
	Iteration 54Q: 3 clusters Score -980526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -980526.750000 Penalty: 4359.822266
	Iteration 55Q: 3 clusters Score -980526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -980528.562500 Penalty: 4359.822266
	Iteration 56Q: 3 clusters Score -980528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -980531.375000 Penalty: 4359.822266
	Iteration 57Q: 3 clusters Score -980531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -980533.125000 Penalty: 4359.822266
	Iteration 58Q: 3 clusters Score -980533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -980533.125000 Penalty: 4359.822266
	Iteration 59F: 3 clusters Score -980533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Entering Unmasked Estep 
Score: -9749344.000000 Penalty: 2740.829346
	Iteration 0F: 2 clusters Score -9749344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -9706704.000000 Penalty: 5481.658691
	Iteration 0F: 3 clusters Score -9706704 nChanged 29472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -9723626.000000 Penalty: 5481.658691
	Iteration 1F: 3 clusters Score -9723626 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -9724367.000000 Penalty: 5481.658691
	Iteration 2Q: 3 clusters Score -9724367 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -9725121.000000 Penalty: 5481.658691
	Iteration 3Q: 3 clusters Score -9725121 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -9726086.000000 Penalty: 5481.658691
	Iteration 4Q: 3 clusters Score -9726086 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -9727443.000000 Penalty: 5481.658691
	Iteration 5Q: 3 clusters Score -9727443 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -9729299.000000 Penalty: 5481.658691
	Iteration 6F: 3 clusters Score -9729299 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -9731905.000000 Penalty: 5481.658691
	Iteration 7F: 3 clusters Score -9731905 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -9735122.000000 Penalty: 5481.658691
	Iteration 8F: 3 clusters Score -9735122 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -9738328.000000 Penalty: 5481.658691
	Iteration 9F: 3 clusters Score -9738328 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -9741038.000000 Penalty: 5481.658691
	Iteration 10F: 3 clusters Score -9741038 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -9743085.000000 Penalty: 5481.658691
	Iteration 11Q: 3 clusters Score -9743085 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -9744504.000000 Penalty: 5481.658691
	Iteration 12Q: 3 clusters Score -9744504 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9745406.000000 Penalty: 5481.658691
	Iteration 13Q: 3 clusters Score -9745406 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9745971.000000 Penalty: 5481.658691
	Iteration 14Q: 3 clusters Score -9745971 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9746304.000000 Penalty: 5481.658691
	Iteration 15Q: 3 clusters Score -9746304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9746555.000000 Penalty: 5481.658691
	Iteration 16Q: 3 clusters Score -9746555 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9746668.000000 Penalty: 5481.658691
	Iteration 17Q: 3 clusters Score -9746668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9746728.000000 Penalty: 5481.658691
	Iteration 18Q: 3 clusters Score -9746728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9746755.000000 Penalty: 5481.658691
	Iteration 19Q: 3 clusters Score -9746755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9746806.000000 Penalty: 5481.658691
	Iteration 20F: 3 clusters Score -9746806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9746823.000000 Penalty: 5481.658691
	Iteration 21Q: 3 clusters Score -9746823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9746840.000000 Penalty: 5481.658691
	Iteration 22Q: 3 clusters Score -9746840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9746870.000000 Penalty: 5481.658691
	Iteration 23Q: 3 clusters Score -9746870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9746880.000000 Penalty: 5481.658691
	Iteration 24Q: 3 clusters Score -9746880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9746892.000000 Penalty: 5481.658691
	Iteration 25Q: 3 clusters Score -9746892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9746893.000000 Penalty: 5481.658691
	Iteration 26Q: 3 clusters Score -9746893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9746899.000000 Penalty: 5481.658691
	Iteration 27Q: 3 clusters Score -9746899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9746905.000000 Penalty: 5481.658691
	Iteration 28Q: 3 clusters Score -9746905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9746905.000000 Penalty: 5481.658691
	Iteration 29Q: 3 clusters Score -9746905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9746902.000000 Penalty: 5481.658691
	Iteration 30Q: 3 clusters Score -9746902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9746915.000000 Penalty: 5481.658691
	Iteration 31Q: 3 clusters Score -9746915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9746919.000000 Penalty: 5481.658691
	Iteration 32Q: 3 clusters Score -9746919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9746919.000000 Penalty: 5481.658691
	Iteration 33F: 3 clusters Score -9746919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -64839.703125 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -64839.7 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 220 members 
Entering Unmasked Estep 
Score: -63631.765625 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -63631.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63928.394531 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -63928.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64075.074219 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -64075.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64260.781250 Penalty: 3089.341309
	Iteration 3F: 3 clusters Score -64260.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64367.394531 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -64367.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64422.792969 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -64422.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64488.421875 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -64488.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64551.964844 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -64551.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64585.773438 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -64585.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64654.667969 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -64654.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64666.750000 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -64666.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64672.957031 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -64672.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64672.957031 Penalty: 3089.341309
	Iteration 12F: 3 clusters Score -64672.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Entering Unmasked Estep 
Score: -5487083.000000 Penalty: 2596.818848
	Iteration 0F: 2 clusters Score -5487083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -5463094.500000 Penalty: 5193.637695
	Iteration 0F: 3 clusters Score -5463094 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5472430.500000 Penalty: 5193.637695
	Iteration 1F: 3 clusters Score -5472430 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5473273.000000 Penalty: 5193.637695
	Iteration 2F: 3 clusters Score -5473273 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5474119.500000 Penalty: 5193.637695
	Iteration 3F: 3 clusters Score -5474120 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5475068.000000 Penalty: 5193.637695
	Iteration 4F: 3 clusters Score -5475068 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5476289.000000 Penalty: 5193.637695
	Iteration 5F: 3 clusters Score -5476289 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5477797.500000 Penalty: 5193.637695
	Iteration 6F: 3 clusters Score -5477798 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5479208.500000 Penalty: 5193.637695
	Iteration 7F: 3 clusters Score -5479208 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5480494.000000 Penalty: 5193.637695
	Iteration 8F: 3 clusters Score -5480494 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5481586.000000 Penalty: 5193.637695
	Iteration 9Q: 3 clusters Score -5481586 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5482531.500000 Penalty: 5193.637695
	Iteration 10Q: 3 clusters Score -5482532 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5483338.000000 Penalty: 5193.637695
	Iteration 11Q: 3 clusters Score -5483338 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5483879.500000 Penalty: 5193.637695
	Iteration 12Q: 3 clusters Score -5483880 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5484315.500000 Penalty: 5193.637695
	Iteration 13Q: 3 clusters Score -5484316 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -5484586.500000 Penalty: 5193.637695
	Iteration 14Q: 3 clusters Score -5484586 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5484776.000000 Penalty: 5193.637695
	Iteration 15Q: 3 clusters Score -5484776 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -5484914.500000 Penalty: 5193.637695
	Iteration 16Q: 3 clusters Score -5484914 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5485019.000000 Penalty: 5193.637695
	Iteration 17Q: 3 clusters Score -5485019 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5485144.000000 Penalty: 5193.637695
	Iteration 18Q: 3 clusters Score -5485144 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5485244.000000 Penalty: 5193.637695
	Iteration 19Q: 3 clusters Score -5485244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5485321.000000 Penalty: 5193.637695
	Iteration 20F: 3 clusters Score -5485321 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5485344.000000 Penalty: 5193.637695
	Iteration 21Q: 3 clusters Score -5485344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5485390.000000 Penalty: 5193.637695
	Iteration 22Q: 3 clusters Score -5485390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5485414.000000 Penalty: 5193.637695
	Iteration 23Q: 3 clusters Score -5485414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5485437.000000 Penalty: 5193.637695
	Iteration 24Q: 3 clusters Score -5485437 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5485458.500000 Penalty: 5193.637695
	Iteration 25Q: 3 clusters Score -5485458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5485479.500000 Penalty: 5193.637695
	Iteration 26Q: 3 clusters Score -5485480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5485490.000000 Penalty: 5193.637695
	Iteration 27Q: 3 clusters Score -5485490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5485488.000000 Penalty: 5193.637695
	Iteration 28Q: 3 clusters Score -5485488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5485499.500000 Penalty: 5193.637695
	Iteration 29Q: 3 clusters Score -5485500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5485502.500000 Penalty: 5193.637695
	Iteration 30Q: 3 clusters Score -5485502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5485508.000000 Penalty: 5193.637695
	Iteration 31Q: 3 clusters Score -5485508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5485512.000000 Penalty: 5193.637695
	Iteration 32Q: 3 clusters Score -5485512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5485520.000000 Penalty: 5193.637695
	Iteration 33Q: 3 clusters Score -5485520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5485538.500000 Penalty: 5193.637695
	Iteration 34Q: 3 clusters Score -5485538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5485538.000000 Penalty: 5193.637695
	Iteration 35Q: 3 clusters Score -5485538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5485538.500000 Penalty: 5193.637695
	Iteration 36Q: 3 clusters Score -5485538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5485547.000000 Penalty: 5193.637695
	Iteration 37Q: 3 clusters Score -5485547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5485539.500000 Penalty: 5193.637695
	Iteration 38Q: 3 clusters Score -5485540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5485538.000000 Penalty: 5193.637695
	Iteration 39Q: 3 clusters Score -5485538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5485539.500000 Penalty: 5193.637695
	Iteration 40F: 3 clusters Score -5485540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5485542.000000 Penalty: 5193.637695
	Iteration 41Q: 3 clusters Score -5485542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5485542.500000 Penalty: 5193.637695
	Iteration 42Q: 3 clusters Score -5485542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5485555.500000 Penalty: 5193.637695
	Iteration 43Q: 3 clusters Score -5485556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5485557.000000 Penalty: 5193.637695
	Iteration 44Q: 3 clusters Score -5485557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5193.637695
	Iteration 45Q: 3 clusters Score -5485550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5485555.500000 Penalty: 5193.637695
	Iteration 46Q: 3 clusters Score -5485556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5485555.000000 Penalty: 5193.637695
	Iteration 47Q: 3 clusters Score -5485555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5485551.000000 Penalty: 5193.637695
	Iteration 48Q: 3 clusters Score -5485551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5193.637695
	Iteration 49Q: 3 clusters Score -5485550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5485548.500000 Penalty: 5193.637695
	Iteration 50Q: 3 clusters Score -5485548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5485546.500000 Penalty: 5193.637695
	Iteration 51Q: 3 clusters Score -5485546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5193.637695
	Iteration 52Q: 3 clusters Score -5485550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5485547.500000 Penalty: 5193.637695
	Iteration 53Q: 3 clusters Score -5485548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5485551.000000 Penalty: 5193.637695
	Iteration 54Q: 3 clusters Score -5485551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5485550.000000 Penalty: 5193.637695
	Iteration 55Q: 3 clusters Score -5485550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5485554.000000 Penalty: 5193.637695
	Iteration 56Q: 3 clusters Score -5485554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5485548.000000 Penalty: 5193.637695
	Iteration 57Q: 3 clusters Score -5485548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5193.637695
	Iteration 58Q: 3 clusters Score -5485550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5485550.500000 Penalty: 5193.637695
	Iteration 59Q: 3 clusters Score -5485550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5485548.500000 Penalty: 5193.637695
	Iteration 60F: 3 clusters Score -5485548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5485553.000000 Penalty: 5193.637695
	Iteration 61Q: 3 clusters Score -5485553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5485554.500000 Penalty: 5193.637695
	Iteration 62Q: 3 clusters Score -5485554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5485554.500000 Penalty: 5193.637695
	Iteration 63F: 3 clusters Score -5485554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Entering Unmasked Estep 
Score: -7346536.000000 Penalty: 2668.149902
	Iteration 0F: 2 clusters Score -7346536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -7314759.500000 Penalty: 5336.299805
	Iteration 0F: 3 clusters Score -7314760 nChanged 21679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -7326970.000000 Penalty: 5336.299805
	Iteration 1F: 3 clusters Score -7326970 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7327711.000000 Penalty: 5336.299805
	Iteration 2Q: 3 clusters Score -7327711 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7328567.500000 Penalty: 5336.299805
	Iteration 3Q: 3 clusters Score -7328568 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7329628.000000 Penalty: 5336.299805
	Iteration 4F: 3 clusters Score -7329628 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7330906.500000 Penalty: 5336.299805
	Iteration 5F: 3 clusters Score -7330906 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -7332185.500000 Penalty: 5336.299805
	Iteration 6F: 3 clusters Score -7332186 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -7333578.000000 Penalty: 5336.299805
	Iteration 7F: 3 clusters Score -7333578 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -7335066.000000 Penalty: 5336.299805
	Iteration 8F: 3 clusters Score -7335066 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -7336540.500000 Penalty: 5336.299805
	Iteration 9F: 3 clusters Score -7336540 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -7338023.000000 Penalty: 5336.299805
	Iteration 10Q: 3 clusters Score -7338023 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -7339407.500000 Penalty: 5336.299805
	Iteration 11Q: 3 clusters Score -7339408 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7340533.000000 Penalty: 5336.299805
	Iteration 12Q: 3 clusters Score -7340533 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -7341367.000000 Penalty: 5336.299805
	Iteration 13Q: 3 clusters Score -7341367 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -7341942.500000 Penalty: 5336.299805
	Iteration 14Q: 3 clusters Score -7341942 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -7342304.000000 Penalty: 5336.299805
	Iteration 15Q: 3 clusters Score -7342304 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -7342565.500000 Penalty: 5336.299805
	Iteration 16Q: 3 clusters Score -7342566 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7342837.000000 Penalty: 5336.299805
	Iteration 17Q: 3 clusters Score -7342837 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7343068.000000 Penalty: 5336.299805
	Iteration 18Q: 3 clusters Score -7343068 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7343258.500000 Penalty: 5336.299805
	Iteration 19Q: 3 clusters Score -7343258 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -7343457.000000 Penalty: 5336.299805
	Iteration 20F: 3 clusters Score -7343457 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7343599.500000 Penalty: 5336.299805
	Iteration 21Q: 3 clusters Score -7343600 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7343706.500000 Penalty: 5336.299805
	Iteration 22Q: 3 clusters Score -7343706 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7343775.500000 Penalty: 5336.299805
	Iteration 23Q: 3 clusters Score -7343776 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7343847.000000 Penalty: 5336.299805
	Iteration 24Q: 3 clusters Score -7343847 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7343886.500000 Penalty: 5336.299805
	Iteration 25Q: 3 clusters Score -7343886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7343927.500000 Penalty: 5336.299805
	Iteration 26Q: 3 clusters Score -7343928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7343970.500000 Penalty: 5336.299805
	Iteration 27Q: 3 clusters Score -7343970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7344000.500000 Penalty: 5336.299805
	Iteration 28Q: 3 clusters Score -7344000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7344033.000000 Penalty: 5336.299805
	Iteration 29Q: 3 clusters Score -7344033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7344065.000000 Penalty: 5336.299805
	Iteration 30Q: 3 clusters Score -7344065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7344074.000000 Penalty: 5336.299805
	Iteration 31Q: 3 clusters Score -7344074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7344136.000000 Penalty: 5336.299805
	Iteration 32Q: 3 clusters Score -7344136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7344153.500000 Penalty: 5336.299805
	Iteration 33Q: 3 clusters Score -7344154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7344171.000000 Penalty: 5336.299805
	Iteration 34Q: 3 clusters Score -7344171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7344190.000000 Penalty: 5336.299805
	Iteration 35Q: 3 clusters Score -7344190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7344199.500000 Penalty: 5336.299805
	Iteration 36Q: 3 clusters Score -7344200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7344209.000000 Penalty: 5336.299805
	Iteration 37Q: 3 clusters Score -7344209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7344212.500000 Penalty: 5336.299805
	Iteration 38Q: 3 clusters Score -7344212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7344227.000000 Penalty: 5336.299805
	Iteration 39Q: 3 clusters Score -7344227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7344228.000000 Penalty: 5336.299805
	Iteration 40F: 3 clusters Score -7344228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7344225.000000 Penalty: 5336.299805
	Iteration 41Q: 3 clusters Score -7344225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7344225.500000 Penalty: 5336.299805
	Iteration 42Q: 3 clusters Score -7344226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7344227.000000 Penalty: 5336.299805
	Iteration 43Q: 3 clusters Score -7344227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7344235.500000 Penalty: 5336.299805
	Iteration 44Q: 3 clusters Score -7344236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7344233.500000 Penalty: 5336.299805
	Iteration 45Q: 3 clusters Score -7344234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7344240.000000 Penalty: 5336.299805
	Iteration 46Q: 3 clusters Score -7344240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7344236.500000 Penalty: 5336.299805
	Iteration 47Q: 3 clusters Score -7344236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7344249.000000 Penalty: 5336.299805
	Iteration 48Q: 3 clusters Score -7344249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7344257.500000 Penalty: 5336.299805
	Iteration 49Q: 3 clusters Score -7344258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7344250.000000 Penalty: 5336.299805
	Iteration 50Q: 3 clusters Score -7344250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7344254.500000 Penalty: 5336.299805
	Iteration 51Q: 3 clusters Score -7344254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7344251.500000 Penalty: 5336.299805
	Iteration 52Q: 3 clusters Score -7344252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7344259.000000 Penalty: 5336.299805
	Iteration 53Q: 3 clusters Score -7344259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7344255.000000 Penalty: 5336.299805
	Iteration 54Q: 3 clusters Score -7344255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7344256.500000 Penalty: 5336.299805
	Iteration 55Q: 3 clusters Score -7344256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7344256.500000 Penalty: 5336.299805
	Iteration 56Q: 3 clusters Score -7344256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7344261.000000 Penalty: 5336.299805
	Iteration 57Q: 3 clusters Score -7344261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7344267.500000 Penalty: 5336.299805
	Iteration 58Q: 3 clusters Score -7344268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7344272.500000 Penalty: 5336.299805
	Iteration 59Q: 3 clusters Score -7344272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7344271.000000 Penalty: 5336.299805
	Iteration 60F: 3 clusters Score -7344271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7344271.000000 Penalty: 5336.299805
	Iteration 61Q: 3 clusters Score -7344271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7344269.000000 Penalty: 5336.299805
	Iteration 62Q: 3 clusters Score -7344269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7344275.500000 Penalty: 5336.299805
	Iteration 63Q: 3 clusters Score -7344276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7344273.000000 Penalty: 5336.299805
	Iteration 64Q: 3 clusters Score -7344273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7344266.000000 Penalty: 5336.299805
	Iteration 65Q: 3 clusters Score -7344266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7344268.500000 Penalty: 5336.299805
	Iteration 66Q: 3 clusters Score -7344268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7344270.000000 Penalty: 5336.299805
	Iteration 67Q: 3 clusters Score -7344270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7344273.500000 Penalty: 5336.299805
	Iteration 68Q: 3 clusters Score -7344274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7344276.500000 Penalty: 5336.299805
	Iteration 69Q: 3 clusters Score -7344276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7344275.000000 Penalty: 5336.299805
	Iteration 70Q: 3 clusters Score -7344275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7344275.000000 Penalty: 5336.299805
	Iteration 71Q: 3 clusters Score -7344275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7344274.000000 Penalty: 5336.299805
	Iteration 72Q: 3 clusters Score -7344274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7344276.000000 Penalty: 5336.299805
	Iteration 73Q: 3 clusters Score -7344276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7344283.000000 Penalty: 5336.299805
	Iteration 74Q: 3 clusters Score -7344283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7344287.500000 Penalty: 5336.299805
	Iteration 75Q: 3 clusters Score -7344288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7344304.000000 Penalty: 5336.299805
	Iteration 76Q: 3 clusters Score -7344304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7344302.000000 Penalty: 5336.299805
	Iteration 77Q: 3 clusters Score -7344302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7344307.000000 Penalty: 5336.299805
	Iteration 78Q: 3 clusters Score -7344307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7344311.500000 Penalty: 5336.299805
	Iteration 79Q: 3 clusters Score -7344312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7344320.000000 Penalty: 5336.299805
	Iteration 80F: 3 clusters Score -7344320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7344326.500000 Penalty: 5336.299805
	Iteration 81Q: 3 clusters Score -7344326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7344332.000000 Penalty: 5336.299805
	Iteration 82Q: 3 clusters Score -7344332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7344330.500000 Penalty: 5336.299805
	Iteration 83Q: 3 clusters Score -7344330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7344334.500000 Penalty: 5336.299805
	Iteration 84Q: 3 clusters Score -7344334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7344340.500000 Penalty: 5336.299805
	Iteration 85Q: 3 clusters Score -7344340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7344342.000000 Penalty: 5336.299805
	Iteration 86Q: 3 clusters Score -7344342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7344343.500000 Penalty: 5336.299805
	Iteration 87Q: 3 clusters Score -7344344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7344340.500000 Penalty: 5336.299805
	Iteration 88Q: 3 clusters Score -7344340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7344342.500000 Penalty: 5336.299805
	Iteration 89Q: 3 clusters Score -7344342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7344340.000000 Penalty: 5336.299805
	Iteration 90Q: 3 clusters Score -7344340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7344349.000000 Penalty: 5336.299805
	Iteration 91Q: 3 clusters Score -7344349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7344353.500000 Penalty: 5336.299805
	Iteration 92Q: 3 clusters Score -7344354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7344354.500000 Penalty: 5336.299805
	Iteration 93Q: 3 clusters Score -7344354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7344357.000000 Penalty: 5336.299805
	Iteration 94Q: 3 clusters Score -7344357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7344360.500000 Penalty: 5336.299805
	Iteration 95Q: 3 clusters Score -7344360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7344358.000000 Penalty: 5336.299805
	Iteration 96Q: 3 clusters Score -7344358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7344356.000000 Penalty: 5336.299805
	Iteration 97Q: 3 clusters Score -7344356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7344354.000000 Penalty: 5336.299805
	Iteration 98Q: 3 clusters Score -7344354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7344355.500000 Penalty: 5336.299805
	Iteration 99Q: 3 clusters Score -7344356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7344355.500000 Penalty: 5336.299805
	Iteration 100F: 3 clusters Score -7344356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -290789.781250 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -290789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -288181.062500 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -288181.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -288820.625000 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -288820.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -289134.468750 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -289134.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289386.906250 Penalty: 3787.110840
	Iteration 3F: 3 clusters Score -289386.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289542.500000 Penalty: 3787.110840
	Iteration 4F: 3 clusters Score -289542.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -289640.437500 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -289640.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -289727.593750 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -289727.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -289833.593750 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -289833.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289982.562500 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -289982.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -290115.531250 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -290115.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -290241.406250 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -290241.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -290347.250000 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -290347.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290420.062500 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -290420.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -290467.125000 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -290467.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -290515.687500 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -290515.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290558.500000 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -290558.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290594.250000 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -290594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -290613.656250 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -290613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -290627.875000 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -290627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -290632.281250 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -290632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -290652.250000 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -290652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -290675.125000 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -290675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -290683.437500 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -290683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -290686.531250 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -290686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -290686.531250 Penalty: 3787.110840
	Iteration 24F: 3 clusters Score -290686.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Entering Unmasked Estep 
Score: -3010442.750000 Penalty: 2448.434326
	Iteration 0F: 2 clusters Score -3010443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2996772.000000 Penalty: 4896.868652
	Iteration 0F: 3 clusters Score -2996772 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3001611.750000 Penalty: 4896.868652
	Iteration 1F: 3 clusters Score -3001612 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3002157.000000 Penalty: 4896.868652
	Iteration 2F: 3 clusters Score -3002157 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3002642.250000 Penalty: 4896.868652
	Iteration 3F: 3 clusters Score -3002642 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3003038.250000 Penalty: 4896.868652
	Iteration 4Q: 3 clusters Score -3003038 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3003441.250000 Penalty: 4896.868652
	Iteration 5Q: 3 clusters Score -3003441 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3003785.500000 Penalty: 4896.868652
	Iteration 6Q: 3 clusters Score -3003786 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3004061.500000 Penalty: 4896.868652
	Iteration 7Q: 3 clusters Score -3004062 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3004277.750000 Penalty: 4896.868652
	Iteration 8Q: 3 clusters Score -3004278 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3004477.500000 Penalty: 4896.868652
	Iteration 9Q: 3 clusters Score -3004478 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3004622.000000 Penalty: 4896.868652
	Iteration 10Q: 3 clusters Score -3004622 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3004734.750000 Penalty: 4896.868652
	Iteration 11Q: 3 clusters Score -3004735 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3004839.250000 Penalty: 4896.868652
	Iteration 12Q: 3 clusters Score -3004839 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3004937.750000 Penalty: 4896.868652
	Iteration 13Q: 3 clusters Score -3004938 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3005054.000000 Penalty: 4896.868652
	Iteration 14Q: 3 clusters Score -3005054 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3005172.500000 Penalty: 4896.868652
	Iteration 15Q: 3 clusters Score -3005172 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3005310.000000 Penalty: 4896.868652
	Iteration 16Q: 3 clusters Score -3005310 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3005462.750000 Penalty: 4896.868652
	Iteration 17Q: 3 clusters Score -3005463 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3005614.000000 Penalty: 4896.868652
	Iteration 18Q: 3 clusters Score -3005614 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3005738.250000 Penalty: 4896.868652
	Iteration 19Q: 3 clusters Score -3005738 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3005863.000000 Penalty: 4896.868652
	Iteration 20F: 3 clusters Score -3005863 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3005961.250000 Penalty: 4896.868652
	Iteration 21Q: 3 clusters Score -3005961 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3006033.750000 Penalty: 4896.868652
	Iteration 22Q: 3 clusters Score -3006034 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3006099.250000 Penalty: 4896.868652
	Iteration 23Q: 3 clusters Score -3006099 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3006157.500000 Penalty: 4896.868652
	Iteration 24Q: 3 clusters Score -3006158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3006194.000000 Penalty: 4896.868652
	Iteration 25Q: 3 clusters Score -3006194 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3006217.250000 Penalty: 4896.868652
	Iteration 26Q: 3 clusters Score -3006217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3006235.000000 Penalty: 4896.868652
	Iteration 27Q: 3 clusters Score -3006235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3006249.750000 Penalty: 4896.868652
	Iteration 28Q: 3 clusters Score -3006250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3006254.000000 Penalty: 4896.868652
	Iteration 29Q: 3 clusters Score -3006254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3006272.750000 Penalty: 4896.868652
	Iteration 30Q: 3 clusters Score -3006273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3006289.750000 Penalty: 4896.868652
	Iteration 31Q: 3 clusters Score -3006290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3006302.750000 Penalty: 4896.868652
	Iteration 32Q: 3 clusters Score -3006303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3006310.250000 Penalty: 4896.868652
	Iteration 33Q: 3 clusters Score -3006310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3006317.000000 Penalty: 4896.868652
	Iteration 34Q: 3 clusters Score -3006317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3006322.000000 Penalty: 4896.868652
	Iteration 35Q: 3 clusters Score -3006322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3006325.250000 Penalty: 4896.868652
	Iteration 36Q: 3 clusters Score -3006325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3006330.000000 Penalty: 4896.868652
	Iteration 37Q: 3 clusters Score -3006330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3006325.750000 Penalty: 4896.868652
	Iteration 38Q: 3 clusters Score -3006326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3006328.500000 Penalty: 4896.868652
	Iteration 39Q: 3 clusters Score -3006328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3006329.250000 Penalty: 4896.868652
	Iteration 40F: 3 clusters Score -3006329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3006340.750000 Penalty: 4896.868652
	Iteration 41Q: 3 clusters Score -3006341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3006336.500000 Penalty: 4896.868652
	Iteration 42Q: 3 clusters Score -3006336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3006340.500000 Penalty: 4896.868652
	Iteration 43Q: 3 clusters Score -3006340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3006340.500000 Penalty: 4896.868652
	Iteration 44Q: 3 clusters Score -3006340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3006339.500000 Penalty: 4896.868652
	Iteration 45Q: 3 clusters Score -3006340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3006349.000000 Penalty: 4896.868652
	Iteration 46Q: 3 clusters Score -3006349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3006343.500000 Penalty: 4896.868652
	Iteration 47Q: 3 clusters Score -3006344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3006346.750000 Penalty: 4896.868652
	Iteration 48Q: 3 clusters Score -3006347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3006345.250000 Penalty: 4896.868652
	Iteration 49Q: 3 clusters Score -3006345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3006342.500000 Penalty: 4896.868652
	Iteration 50Q: 3 clusters Score -3006342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3006342.750000 Penalty: 4896.868652
	Iteration 51Q: 3 clusters Score -3006343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3006348.750000 Penalty: 4896.868652
	Iteration 52Q: 3 clusters Score -3006349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3006348.750000 Penalty: 4896.868652
	Iteration 53Q: 3 clusters Score -3006349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3006354.000000 Penalty: 4896.868652
	Iteration 54Q: 3 clusters Score -3006354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3006354.000000 Penalty: 4896.868652
	Iteration 55F: 3 clusters Score -3006354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Entering Unmasked Estep 
Score: -3591801.500000 Penalty: 2492.637695
	Iteration 0F: 2 clusters Score -3591802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3575598.250000 Penalty: 4985.275391
	Iteration 0F: 3 clusters Score -3575598 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3581648.000000 Penalty: 4985.275391
	Iteration 1F: 3 clusters Score -3581648 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3582452.500000 Penalty: 4985.275391
	Iteration 2F: 3 clusters Score -3582452 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3583518.750000 Penalty: 4985.275391
	Iteration 3F: 3 clusters Score -3583519 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3584771.750000 Penalty: 4985.275391
	Iteration 4F: 3 clusters Score -3584772 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3586021.750000 Penalty: 4985.275391
	Iteration 5F: 3 clusters Score -3586022 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3586949.000000 Penalty: 4985.275391
	Iteration 6F: 3 clusters Score -3586949 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3587546.000000 Penalty: 4985.275391
	Iteration 7Q: 3 clusters Score -3587546 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3587913.250000 Penalty: 4985.275391
	Iteration 8Q: 3 clusters Score -3587913 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3588168.000000 Penalty: 4985.275391
	Iteration 9Q: 3 clusters Score -3588168 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3588378.500000 Penalty: 4985.275391
	Iteration 10Q: 3 clusters Score -3588378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3588550.000000 Penalty: 4985.275391
	Iteration 11Q: 3 clusters Score -3588550 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3588739.500000 Penalty: 4985.275391
	Iteration 12Q: 3 clusters Score -3588740 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3588896.500000 Penalty: 4985.275391
	Iteration 13Q: 3 clusters Score -3588896 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3589062.250000 Penalty: 4985.275391
	Iteration 14Q: 3 clusters Score -3589062 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3589223.250000 Penalty: 4985.275391
	Iteration 15Q: 3 clusters Score -3589223 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3589357.250000 Penalty: 4985.275391
	Iteration 16Q: 3 clusters Score -3589357 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3589480.500000 Penalty: 4985.275391
	Iteration 17Q: 3 clusters Score -3589480 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3589579.000000 Penalty: 4985.275391
	Iteration 18Q: 3 clusters Score -3589579 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3589658.500000 Penalty: 4985.275391
	Iteration 19Q: 3 clusters Score -3589658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3589718.250000 Penalty: 4985.275391
	Iteration 20F: 3 clusters Score -3589718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3589774.250000 Penalty: 4985.275391
	Iteration 21Q: 3 clusters Score -3589774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3589808.000000 Penalty: 4985.275391
	Iteration 22Q: 3 clusters Score -3589808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3589849.750000 Penalty: 4985.275391
	Iteration 23Q: 3 clusters Score -3589850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3589869.250000 Penalty: 4985.275391
	Iteration 24Q: 3 clusters Score -3589869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3589895.000000 Penalty: 4985.275391
	Iteration 25Q: 3 clusters Score -3589895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3589907.750000 Penalty: 4985.275391
	Iteration 26Q: 3 clusters Score -3589908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3589925.500000 Penalty: 4985.275391
	Iteration 27Q: 3 clusters Score -3589926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3589938.500000 Penalty: 4985.275391
	Iteration 28Q: 3 clusters Score -3589938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3589951.750000 Penalty: 4985.275391
	Iteration 29Q: 3 clusters Score -3589952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3589959.250000 Penalty: 4985.275391
	Iteration 30Q: 3 clusters Score -3589959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3589956.500000 Penalty: 4985.275391
	Iteration 31Q: 3 clusters Score -3589956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3589958.000000 Penalty: 4985.275391
	Iteration 32Q: 3 clusters Score -3589958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3589965.750000 Penalty: 4985.275391
	Iteration 33Q: 3 clusters Score -3589966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3589972.250000 Penalty: 4985.275391
	Iteration 34Q: 3 clusters Score -3589972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3589976.000000 Penalty: 4985.275391
	Iteration 35Q: 3 clusters Score -3589976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3589975.250000 Penalty: 4985.275391
	Iteration 36Q: 3 clusters Score -3589975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3589979.500000 Penalty: 4985.275391
	Iteration 37Q: 3 clusters Score -3589980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3589983.500000 Penalty: 4985.275391
	Iteration 38Q: 3 clusters Score -3589984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3589987.750000 Penalty: 4985.275391
	Iteration 39Q: 3 clusters Score -3589988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3589991.750000 Penalty: 4985.275391
	Iteration 40F: 3 clusters Score -3589992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3590000.250000 Penalty: 4985.275391
	Iteration 41Q: 3 clusters Score -3590000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3590001.500000 Penalty: 4985.275391
	Iteration 42Q: 3 clusters Score -3590002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3590002.500000 Penalty: 4985.275391
	Iteration 43Q: 3 clusters Score -3590002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3590002.500000 Penalty: 4985.275391
	Iteration 44F: 3 clusters Score -3590002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 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 111 members 
Entering Unmasked Estep 
Score: -36524.566406 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36524.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36659.269531 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36659.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36675.003906 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36685.820312 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36685.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36685.820312 Penalty: 2780.477783
	Iteration 4F: 3 clusters Score -36685.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Entering Unmasked Estep 
Score: -6937207.500000 Penalty: 2655.022461
	Iteration 0F: 2 clusters Score -6937208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -6907120.000000 Penalty: 5310.044922
	Iteration 0F: 3 clusters Score -6907120 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6918807.500000 Penalty: 5310.044922
	Iteration 1F: 3 clusters Score -6918808 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6919915.000000 Penalty: 5310.044922
	Iteration 2F: 3 clusters Score -6919915 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -6921186.500000 Penalty: 5310.044922
	Iteration 3F: 3 clusters Score -6921186 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -6922626.000000 Penalty: 5310.044922
	Iteration 4F: 3 clusters Score -6922626 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -6924032.000000 Penalty: 5310.044922
	Iteration 5F: 3 clusters Score -6924032 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -6925144.000000 Penalty: 5310.044922
	Iteration 6F: 3 clusters Score -6925144 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6926063.500000 Penalty: 5310.044922
	Iteration 7Q: 3 clusters Score -6926064 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -6926649.500000 Penalty: 5310.044922
	Iteration 8Q: 3 clusters Score -6926650 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -6927061.500000 Penalty: 5310.044922
	Iteration 9Q: 3 clusters Score -6927062 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -6927388.500000 Penalty: 5310.044922
	Iteration 10Q: 3 clusters Score -6927388 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6927630.500000 Penalty: 5310.044922
	Iteration 11Q: 3 clusters Score -6927630 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -6927798.000000 Penalty: 5310.044922
	Iteration 12Q: 3 clusters Score -6927798 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6927954.000000 Penalty: 5310.044922
	Iteration 13Q: 3 clusters Score -6927954 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6928066.000000 Penalty: 5310.044922
	Iteration 14Q: 3 clusters Score -6928066 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -6928208.000000 Penalty: 5310.044922
	Iteration 15Q: 3 clusters Score -6928208 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -6928299.000000 Penalty: 5310.044922
	Iteration 16Q: 3 clusters Score -6928299 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6928467.000000 Penalty: 5310.044922
	Iteration 17Q: 3 clusters Score -6928467 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -6928649.000000 Penalty: 5310.044922
	Iteration 18Q: 3 clusters Score -6928649 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -6928837.500000 Penalty: 5310.044922
	Iteration 19Q: 3 clusters Score -6928838 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6929096.000000 Penalty: 5310.044922
	Iteration 20F: 3 clusters Score -6929096 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -6929385.500000 Penalty: 5310.044922
	Iteration 21Q: 3 clusters Score -6929386 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -6929744.500000 Penalty: 5310.044922
	Iteration 22Q: 3 clusters Score -6929744 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -6930158.000000 Penalty: 5310.044922
	Iteration 23Q: 3 clusters Score -6930158 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -6930625.000000 Penalty: 5310.044922
	Iteration 24Q: 3 clusters Score -6930625 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -6931137.500000 Penalty: 5310.044922
	Iteration 25Q: 3 clusters Score -6931138 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6931748.000000 Penalty: 5310.044922
	Iteration 26Q: 3 clusters Score -6931748 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -6932299.500000 Penalty: 5310.044922
	Iteration 27Q: 3 clusters Score -6932300 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6932841.500000 Penalty: 5310.044922
	Iteration 28Q: 3 clusters Score -6932842 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6933324.500000 Penalty: 5310.044922
	Iteration 29Q: 3 clusters Score -6933324 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6933682.500000 Penalty: 5310.044922
	Iteration 30Q: 3 clusters Score -6933682 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6933969.000000 Penalty: 5310.044922
	Iteration 31Q: 3 clusters Score -6933969 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6934187.500000 Penalty: 5310.044922
	Iteration 32Q: 3 clusters Score -6934188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6934405.500000 Penalty: 5310.044922
	Iteration 33Q: 3 clusters Score -6934406 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6934571.000000 Penalty: 5310.044922
	Iteration 34Q: 3 clusters Score -6934571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6934706.500000 Penalty: 5310.044922
	Iteration 35Q: 3 clusters Score -6934706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6934812.000000 Penalty: 5310.044922
	Iteration 36Q: 3 clusters Score -6934812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6934911.000000 Penalty: 5310.044922
	Iteration 37Q: 3 clusters Score -6934911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6934964.500000 Penalty: 5310.044922
	Iteration 38Q: 3 clusters Score -6934964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6935013.500000 Penalty: 5310.044922
	Iteration 39Q: 3 clusters Score -6935014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6935039.000000 Penalty: 5310.044922
	Iteration 40F: 3 clusters Score -6935039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6935072.500000 Penalty: 5310.044922
	Iteration 41Q: 3 clusters Score -6935072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6935110.500000 Penalty: 5310.044922
	Iteration 42Q: 3 clusters Score -6935110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6935122.000000 Penalty: 5310.044922
	Iteration 43Q: 3 clusters Score -6935122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6935139.000000 Penalty: 5310.044922
	Iteration 44Q: 3 clusters Score -6935139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6935140.500000 Penalty: 5310.044922
	Iteration 45Q: 3 clusters Score -6935140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6935153.000000 Penalty: 5310.044922
	Iteration 46Q: 3 clusters Score -6935153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6935150.500000 Penalty: 5310.044922
	Iteration 47Q: 3 clusters Score -6935150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6935150.000000 Penalty: 5310.044922
	Iteration 48Q: 3 clusters Score -6935150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6935155.500000 Penalty: 5310.044922
	Iteration 49Q: 3 clusters Score -6935156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6935156.500000 Penalty: 5310.044922
	Iteration 50Q: 3 clusters Score -6935156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6935152.500000 Penalty: 5310.044922
	Iteration 51Q: 3 clusters Score -6935152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6935155.000000 Penalty: 5310.044922
	Iteration 52Q: 3 clusters Score -6935155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6935155.000000 Penalty: 5310.044922
	Iteration 53F: 3 clusters Score -6935155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Entering Unmasked Estep 
Score: -8485567.000000 Penalty: 2702.492188
	Iteration 0F: 2 clusters Score -8485567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -8449177.000000 Penalty: 5404.984375
	Iteration 0F: 3 clusters Score -8449177 nChanged 25234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -8463324.000000 Penalty: 5404.984375
	Iteration 1F: 3 clusters Score -8463324 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8464181.000000 Penalty: 5404.984375
	Iteration 2Q: 3 clusters Score -8464181 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -8465241.000000 Penalty: 5404.984375
	Iteration 3Q: 3 clusters Score -8465241 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -8466637.000000 Penalty: 5404.984375
	Iteration 4F: 3 clusters Score -8466637 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -8468675.000000 Penalty: 5404.984375
	Iteration 5F: 3 clusters Score -8468675 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -8471165.000000 Penalty: 5404.984375
	Iteration 6F: 3 clusters Score -8471165 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -8473977.000000 Penalty: 5404.984375
	Iteration 7F: 3 clusters Score -8473977 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -8476887.000000 Penalty: 5404.984375
	Iteration 8F: 3 clusters Score -8476887 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8479400.000000 Penalty: 5404.984375
	Iteration 9F: 3 clusters Score -8479400 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8481049.000000 Penalty: 5404.984375
	Iteration 10Q: 3 clusters Score -8481049 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8482047.000000 Penalty: 5404.984375
	Iteration 11Q: 3 clusters Score -8482047 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8482574.000000 Penalty: 5404.984375
	Iteration 12Q: 3 clusters Score -8482574 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8482903.000000 Penalty: 5404.984375
	Iteration 13Q: 3 clusters Score -8482903 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8483117.000000 Penalty: 5404.984375
	Iteration 14Q: 3 clusters Score -8483117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8483245.000000 Penalty: 5404.984375
	Iteration 15Q: 3 clusters Score -8483245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8483299.000000 Penalty: 5404.984375
	Iteration 16Q: 3 clusters Score -8483299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8483362.000000 Penalty: 5404.984375
	Iteration 17Q: 3 clusters Score -8483362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8483403.000000 Penalty: 5404.984375
	Iteration 18Q: 3 clusters Score -8483403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8483474.000000 Penalty: 5404.984375
	Iteration 19Q: 3 clusters Score -8483474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8483501.000000 Penalty: 5404.984375
	Iteration 20F: 3 clusters Score -8483501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8483537.000000 Penalty: 5404.984375
	Iteration 21Q: 3 clusters Score -8483537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8483562.000000 Penalty: 5404.984375
	Iteration 22Q: 3 clusters Score -8483562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8483584.000000 Penalty: 5404.984375
	Iteration 23Q: 3 clusters Score -8483584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8483614.000000 Penalty: 5404.984375
	Iteration 24Q: 3 clusters Score -8483614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8483635.000000 Penalty: 5404.984375
	Iteration 25Q: 3 clusters Score -8483635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8483649.000000 Penalty: 5404.984375
	Iteration 26Q: 3 clusters Score -8483649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8483659.000000 Penalty: 5404.984375
	Iteration 27Q: 3 clusters Score -8483659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8483657.000000 Penalty: 5404.984375
	Iteration 28Q: 3 clusters Score -8483657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8483670.000000 Penalty: 5404.984375
	Iteration 29Q: 3 clusters Score -8483670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8483674.000000 Penalty: 5404.984375
	Iteration 30Q: 3 clusters Score -8483674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8483676.000000 Penalty: 5404.984375
	Iteration 31Q: 3 clusters Score -8483676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8483671.000000 Penalty: 5404.984375
	Iteration 32Q: 3 clusters Score -8483671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8483674.000000 Penalty: 5404.984375
	Iteration 33Q: 3 clusters Score -8483674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8483669.000000 Penalty: 5404.984375
	Iteration 34Q: 3 clusters Score -8483669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8483684.000000 Penalty: 5404.984375
	Iteration 35Q: 3 clusters Score -8483684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8483673.000000 Penalty: 5404.984375
	Iteration 36Q: 3 clusters Score -8483673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8483674.000000 Penalty: 5404.984375
	Iteration 37Q: 3 clusters Score -8483674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8483681.000000 Penalty: 5404.984375
	Iteration 38Q: 3 clusters Score -8483681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8483676.000000 Penalty: 5404.984375
	Iteration 39Q: 3 clusters Score -8483676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8483673.000000 Penalty: 5404.984375
	Iteration 40F: 3 clusters Score -8483673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -238763.468750 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -238763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -236429.468750 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -236429.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -236932.625000 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -236932.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -237180.375000 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -237180.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -237353.406250 Penalty: 3657.815918
	Iteration 3F: 3 clusters Score -237353.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -237501.921875 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -237501.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -237606.765625 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -237606.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -237739.796875 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -237739.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237884.546875 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -237884.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -238007.359375 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -238007.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -238104.375000 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -238104.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -238221.781250 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -238221.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -238293.546875 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -238293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -238356.218750 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -238356.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -238436.890625 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -238436.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -238544.046875 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -238544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -238603.890625 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -238603.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -238706.000000 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -238706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -238868.453125 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -238868.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -239137.640625 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -239137.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -239697.703125 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -239697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -240117.328125 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -240117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -240124.343750 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -240124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240130.578125 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -240130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240130.578125 Penalty: 3657.815918
	Iteration 23F: 3 clusters Score -240130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1014 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 581 members 
Entering Unmasked Estep 
Score: -120382544.000000 Penalty: 148260.671875
Splitting cluster 15 changes total score from -120382568.000000 to -120382544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Entering Unmasked Estep 
Score: -1090277.125000 Penalty: 2207.606445
	Iteration 0F: 2 clusters Score -1090277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1084317.625000 Penalty: 4415.212891
	Iteration 0F: 3 clusters Score -1084318 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1086024.250000 Penalty: 4415.212891
	Iteration 1F: 3 clusters Score -1086024 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1086374.000000 Penalty: 4415.212891
	Iteration 2F: 3 clusters Score -1086374 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1086646.750000 Penalty: 4415.212891
	Iteration 3F: 3 clusters Score -1086647 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1086857.125000 Penalty: 4415.212891
	Iteration 4Q: 3 clusters Score -1086857 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1087026.375000 Penalty: 4415.212891
	Iteration 5Q: 3 clusters Score -1087026 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1087164.125000 Penalty: 4415.212891
	Iteration 6Q: 3 clusters Score -1087164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1087277.750000 Penalty: 4415.212891
	Iteration 7Q: 3 clusters Score -1087278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1087384.125000 Penalty: 4415.212891
	Iteration 8Q: 3 clusters Score -1087384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1087475.250000 Penalty: 4415.212891
	Iteration 9Q: 3 clusters Score -1087475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1087545.250000 Penalty: 4415.212891
	Iteration 10Q: 3 clusters Score -1087545 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1087631.250000 Penalty: 4415.212891
	Iteration 11Q: 3 clusters Score -1087631 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1087710.250000 Penalty: 4415.212891
	Iteration 12Q: 3 clusters Score -1087710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1087786.750000 Penalty: 4415.212891
	Iteration 13Q: 3 clusters Score -1087787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1087855.625000 Penalty: 4415.212891
	Iteration 14Q: 3 clusters Score -1087856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1087912.625000 Penalty: 4415.212891
	Iteration 15Q: 3 clusters Score -1087913 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1087958.000000 Penalty: 4415.212891
	Iteration 16Q: 3 clusters Score -1087958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1088012.250000 Penalty: 4415.212891
	Iteration 17Q: 3 clusters Score -1088012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1088054.625000 Penalty: 4415.212891
	Iteration 18Q: 3 clusters Score -1088055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1088084.250000 Penalty: 4415.212891
	Iteration 19Q: 3 clusters Score -1088084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1088122.250000 Penalty: 4415.212891
	Iteration 20F: 3 clusters Score -1088122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1088162.750000 Penalty: 4415.212891
	Iteration 21Q: 3 clusters Score -1088163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1088195.125000 Penalty: 4415.212891
	Iteration 22Q: 3 clusters Score -1088195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1088220.625000 Penalty: 4415.212891
	Iteration 23Q: 3 clusters Score -1088221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1088242.250000 Penalty: 4415.212891
	Iteration 24Q: 3 clusters Score -1088242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1088259.375000 Penalty: 4415.212891
	Iteration 25Q: 3 clusters Score -1088259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1088268.250000 Penalty: 4415.212891
	Iteration 26Q: 3 clusters Score -1088268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1088275.875000 Penalty: 4415.212891
	Iteration 27Q: 3 clusters Score -1088276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1088280.750000 Penalty: 4415.212891
	Iteration 28Q: 3 clusters Score -1088281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1088285.000000 Penalty: 4415.212891
	Iteration 29Q: 3 clusters Score -1088285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1088290.500000 Penalty: 4415.212891
	Iteration 30Q: 3 clusters Score -1088290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1088291.125000 Penalty: 4415.212891
	Iteration 31Q: 3 clusters Score -1088291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1088293.500000 Penalty: 4415.212891
	Iteration 32Q: 3 clusters Score -1088294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1088297.000000 Penalty: 4415.212891
	Iteration 33Q: 3 clusters Score -1088297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1088299.750000 Penalty: 4415.212891
	Iteration 34Q: 3 clusters Score -1088300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1088301.500000 Penalty: 4415.212891
	Iteration 35Q: 3 clusters Score -1088302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1088302.125000 Penalty: 4415.212891
	Iteration 36Q: 3 clusters Score -1088302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1088301.625000 Penalty: 4415.212891
	Iteration 37Q: 3 clusters Score -1088302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1088302.000000 Penalty: 4415.212891
	Iteration 38Q: 3 clusters Score -1088302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1088301.500000 Penalty: 4415.212891
	Iteration 39Q: 3 clusters Score -1088302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1088301.500000 Penalty: 4415.212891
	Iteration 40F: 3 clusters Score -1088302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -480879.937500 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -480879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -477558.468750 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -477558.5 nChanged 1081
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: -478199.562500 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -478199.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -478345.843750 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -478345.8 nChanged 135
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: -478425.218750 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -478425.2 nChanged 89
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: -478483.937500 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -478483.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -478523.000000 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -478523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -478549.156250 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -478549.2 nChanged 41
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: -478575.781250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -478575.8 nChanged 41
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: -478599.187500 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -478599.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -478623.906250 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -478623.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -478642.406250 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -478642.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -478658.843750 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -478658.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -478679.968750 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -478680 nChanged 32
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: -478704.531250 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -478704.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478724.125000 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -478724.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -478740.156250 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -478740.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -478751.281250 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -478751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -478757.093750 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -478757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -478763.312500 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -478763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -478770.156250 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -478770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -478775.343750 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -478775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -478783.687500 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -478783.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -478788.593750 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -478788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -478790.656250 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -478790.7 nChanged 8
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: -478795.468750 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -478795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -478798.562500 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -478798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -478801.750000 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -478801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -478804.750000 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -478804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -478807.312500 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -478807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -478811.218750 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -478811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -478812.937500 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -478812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -478815.000000 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -478815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -478816.468750 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -478816.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -478817.687500 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -478817.7 nChanged 6
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: -478820.843750 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -478820.8 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: -478822.343750 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -478822.3 nChanged 8
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: -478825.906250 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -478825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -478829.218750 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -478829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -478831.531250 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -478831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -478833.312500 Penalty: 3989.498047
	Iteration 39Q: 3 clusters Score -478833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -478836.562500 Penalty: 3989.498047
	Iteration 40F: 3 clusters Score -478836.6 nChanged 9
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: -478839.437500 Penalty: 3989.498047
	Iteration 41Q: 3 clusters Score -478839.4 nChanged 9
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: -478842.718750 Penalty: 3989.498047
	Iteration 42Q: 3 clusters Score -478842.7 nChanged 6
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: -478844.781250 Penalty: 3989.498047
	Iteration 43Q: 3 clusters Score -478844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -478847.156250 Penalty: 3989.498047
	Iteration 44Q: 3 clusters Score -478847.2 nChanged 6
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: -478851.218750 Penalty: 3989.498047
	Iteration 45Q: 3 clusters Score -478851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -478853.812500 Penalty: 3989.498047
	Iteration 46Q: 3 clusters Score -478853.8 nChanged 7
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: -478855.437500 Penalty: 3989.498047
	Iteration 47Q: 3 clusters Score -478855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -478856.843750 Penalty: 3989.498047
	Iteration 48Q: 3 clusters Score -478856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -478858.562500 Penalty: 3989.498047
	Iteration 49Q: 3 clusters Score -478858.6 nChanged 3
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: -478860.312500 Penalty: 3989.498047
	Iteration 50Q: 3 clusters Score -478860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -478862.562500 Penalty: 3989.498047
	Iteration 51Q: 3 clusters Score -478862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -478862.031250 Penalty: 3989.498047
	Iteration 52Q: 3 clusters Score -478862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -478862.031250 Penalty: 3989.498047
	Iteration 53F: 3 clusters Score -478862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Entering Unmasked Estep 
Score: -16350527.000000 Penalty: 2863.871094
	Iteration 0F: 2 clusters Score -1.635053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -16286382.000000 Penalty: 5727.742188
	Iteration 0F: 3 clusters Score -1.628638e+07 nChanged 48911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -16314381.000000 Penalty: 5727.742188
	Iteration 1F: 3 clusters Score -1.631438e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -16315951.000000 Penalty: 5727.742188
	Iteration 2Q: 3 clusters Score -1.631595e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -16318311.000000 Penalty: 5727.742188
	Iteration 3F: 3 clusters Score -1.631831e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -16321424.000000 Penalty: 5727.742188
	Iteration 4F: 3 clusters Score -1.632142e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -16325086.000000 Penalty: 5727.742188
	Iteration 5F: 3 clusters Score -1.632509e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -16328719.000000 Penalty: 5727.742188
	Iteration 6F: 3 clusters Score -1.632872e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -16332132.000000 Penalty: 5727.742188
	Iteration 7F: 3 clusters Score -1.633213e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -16335518.000000 Penalty: 5727.742188
	Iteration 8F: 3 clusters Score -1.633552e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -16338799.000000 Penalty: 5727.742188
	Iteration 9Q: 3 clusters Score -1.63388e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -16341918.000000 Penalty: 5727.742188
	Iteration 10Q: 3 clusters Score -1.634192e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -16344271.000000 Penalty: 5727.742188
	Iteration 11Q: 3 clusters Score -1.634427e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -16345962.000000 Penalty: 5727.742188
	Iteration 12Q: 3 clusters Score -1.634596e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -16346885.000000 Penalty: 5727.742188
	Iteration 13Q: 3 clusters Score -1.634688e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 102334 members 
Entering Unmasked Estep 
Score: -16347359.000000 Penalty: 5727.742188
	Iteration 14Q: 3 clusters Score -1.634736e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -16347607.000000 Penalty: 5727.742188
	Iteration 15Q: 3 clusters Score -1.634761e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -16347808.000000 Penalty: 5727.742188
	Iteration 16Q: 3 clusters Score -1.634781e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -16347878.000000 Penalty: 5727.742188
	Iteration 17Q: 3 clusters Score -1.634788e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -16347950.000000 Penalty: 5727.742188
	Iteration 18Q: 3 clusters Score -1.634795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -16348037.000000 Penalty: 5727.742188
	Iteration 19Q: 3 clusters Score -1.634804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -16348057.000000 Penalty: 5727.742188
	Iteration 20F: 3 clusters Score -1.634806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -16348095.000000 Penalty: 5727.742188
	Iteration 21Q: 3 clusters Score -1.63481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -16348091.000000 Penalty: 5727.742188
	Iteration 22Q: 3 clusters Score -1.634809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -16348102.000000 Penalty: 5727.742188
	Iteration 23Q: 3 clusters Score -1.63481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -16348114.000000 Penalty: 5727.742188
	Iteration 24Q: 3 clusters Score -1.634811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -16348112.000000 Penalty: 5727.742188
	Iteration 25Q: 3 clusters Score -1.634811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -16348102.000000 Penalty: 5727.742188
	Iteration 26Q: 3 clusters Score -1.63481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -16348112.000000 Penalty: 5727.742188
	Iteration 27Q: 3 clusters Score -1.634811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -16348123.000000 Penalty: 5727.742188
	Iteration 28Q: 3 clusters Score -1.634812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -16348136.000000 Penalty: 5727.742188
	Iteration 29Q: 3 clusters Score -1.634814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -16348129.000000 Penalty: 5727.742188
	Iteration 30Q: 3 clusters Score -1.634813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -16348140.000000 Penalty: 5727.742188
	Iteration 31Q: 3 clusters Score -1.634814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -16348147.000000 Penalty: 5727.742188
	Iteration 32Q: 3 clusters Score -1.634815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -16348154.000000 Penalty: 5727.742188
	Iteration 33Q: 3 clusters Score -1.634815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -16348162.000000 Penalty: 5727.742188
	Iteration 34Q: 3 clusters Score -1.634816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -16348168.000000 Penalty: 5727.742188
	Iteration 35Q: 3 clusters Score -1.634817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -16348168.000000 Penalty: 5727.742188
	Iteration 36Q: 3 clusters Score -1.634817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -16348186.000000 Penalty: 5727.742188
	Iteration 37Q: 3 clusters Score -1.634819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -16348183.000000 Penalty: 5727.742188
	Iteration 38Q: 3 clusters Score -1.634818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -16348201.000000 Penalty: 5727.742188
	Iteration 39Q: 3 clusters Score -1.63482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -16348193.000000 Penalty: 5727.742188
	Iteration 40F: 3 clusters Score -1.634819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -16348211.000000 Penalty: 5727.742188
	Iteration 41Q: 3 clusters Score -1.634821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -16348202.000000 Penalty: 5727.742188
	Iteration 42Q: 3 clusters Score -1.63482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -16348202.000000 Penalty: 5727.742188
	Iteration 43F: 3 clusters Score -1.63482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Entering Unmasked Estep 
Score: -3304173.750000 Penalty: 2483.616211
	Iteration 0F: 2 clusters Score -3304174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3288621.000000 Penalty: 4967.232422
	Iteration 0F: 3 clusters Score -3288621 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3294410.750000 Penalty: 4967.232422
	Iteration 1F: 3 clusters Score -3294411 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3295307.750000 Penalty: 4967.232422
	Iteration 2F: 3 clusters Score -3295308 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3296270.750000 Penalty: 4967.232422
	Iteration 3F: 3 clusters Score -3296271 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3297189.000000 Penalty: 4967.232422
	Iteration 4F: 3 clusters Score -3297189 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3298072.000000 Penalty: 4967.232422
	Iteration 5F: 3 clusters Score -3298072 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3298827.750000 Penalty: 4967.232422
	Iteration 6F: 3 clusters Score -3298828 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3299438.500000 Penalty: 4967.232422
	Iteration 7Q: 3 clusters Score -3299438 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3299940.750000 Penalty: 4967.232422
	Iteration 8Q: 3 clusters Score -3299941 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3300405.000000 Penalty: 4967.232422
	Iteration 9Q: 3 clusters Score -3300405 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3300849.250000 Penalty: 4967.232422
	Iteration 10Q: 3 clusters Score -3300849 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3301251.750000 Penalty: 4967.232422
	Iteration 11Q: 3 clusters Score -3301252 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3301564.500000 Penalty: 4967.232422
	Iteration 12Q: 3 clusters Score -3301564 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3301780.250000 Penalty: 4967.232422
	Iteration 13Q: 3 clusters Score -3301780 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3301979.500000 Penalty: 4967.232422
	Iteration 14Q: 3 clusters Score -3301980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3302139.750000 Penalty: 4967.232422
	Iteration 15Q: 3 clusters Score -3302140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3302258.750000 Penalty: 4967.232422
	Iteration 16Q: 3 clusters Score -3302259 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3302341.750000 Penalty: 4967.232422
	Iteration 17Q: 3 clusters Score -3302342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3302410.500000 Penalty: 4967.232422
	Iteration 18Q: 3 clusters Score -3302410 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3302470.250000 Penalty: 4967.232422
	Iteration 19Q: 3 clusters Score -3302470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3302518.000000 Penalty: 4967.232422
	Iteration 20F: 3 clusters Score -3302518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3302529.500000 Penalty: 4967.232422
	Iteration 21Q: 3 clusters Score -3302530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3302550.250000 Penalty: 4967.232422
	Iteration 22Q: 3 clusters Score -3302550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3302559.500000 Penalty: 4967.232422
	Iteration 23Q: 3 clusters Score -3302560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3302571.500000 Penalty: 4967.232422
	Iteration 24Q: 3 clusters Score -3302572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3302579.250000 Penalty: 4967.232422
	Iteration 25Q: 3 clusters Score -3302579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3302593.750000 Penalty: 4967.232422
	Iteration 26Q: 3 clusters Score -3302594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3302591.250000 Penalty: 4967.232422
	Iteration 27Q: 3 clusters Score -3302591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3302596.000000 Penalty: 4967.232422
	Iteration 28Q: 3 clusters Score -3302596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3302602.750000 Penalty: 4967.232422
	Iteration 29Q: 3 clusters Score -3302603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3302613.250000 Penalty: 4967.232422
	Iteration 30Q: 3 clusters Score -3302613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3302619.500000 Penalty: 4967.232422
	Iteration 31Q: 3 clusters Score -3302620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3302627.250000 Penalty: 4967.232422
	Iteration 32Q: 3 clusters Score -3302627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3302632.250000 Penalty: 4967.232422
	Iteration 33Q: 3 clusters Score -3302632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3302632.000000 Penalty: 4967.232422
	Iteration 34Q: 3 clusters Score -3302632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3302641.500000 Penalty: 4967.232422
	Iteration 35Q: 3 clusters Score -3302642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3302641.250000 Penalty: 4967.232422
	Iteration 36Q: 3 clusters Score -3302641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3302652.250000 Penalty: 4967.232422
	Iteration 37Q: 3 clusters Score -3302652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3302654.500000 Penalty: 4967.232422
	Iteration 38Q: 3 clusters Score -3302654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3302649.000000 Penalty: 4967.232422
	Iteration 39Q: 3 clusters Score -3302649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3302663.500000 Penalty: 4967.232422
	Iteration 40F: 3 clusters Score -3302664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3302666.000000 Penalty: 4967.232422
	Iteration 41Q: 3 clusters Score -3302666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3302661.750000 Penalty: 4967.232422
	Iteration 42Q: 3 clusters Score -3302662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3302666.500000 Penalty: 4967.232422
	Iteration 43Q: 3 clusters Score -3302666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3302672.500000 Penalty: 4967.232422
	Iteration 44Q: 3 clusters Score -3302672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3302681.000000 Penalty: 4967.232422
	Iteration 45Q: 3 clusters Score -3302681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3302684.250000 Penalty: 4967.232422
	Iteration 46Q: 3 clusters Score -3302684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3302692.000000 Penalty: 4967.232422
	Iteration 47Q: 3 clusters Score -3302692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3302685.750000 Penalty: 4967.232422
	Iteration 48Q: 3 clusters Score -3302686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3302686.750000 Penalty: 4967.232422
	Iteration 49Q: 3 clusters Score -3302687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3302690.000000 Penalty: 4967.232422
	Iteration 50Q: 3 clusters Score -3302690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3302691.000000 Penalty: 4967.232422
	Iteration 51Q: 3 clusters Score -3302691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3302691.000000 Penalty: 4967.232422
	Iteration 52F: 3 clusters Score -3302691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -674326.812500 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -674326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -670134.687500 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -670134.7 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -671197.625000 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -671197.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -671590.312500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -671590.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -672127.687500 Penalty: 4169.838379
	Iteration 3F: 3 clusters Score -672127.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -672918.875000 Penalty: 4169.838379
	Iteration 4F: 3 clusters Score -672918.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -673845.437500 Penalty: 4169.838379
	Iteration 5F: 3 clusters Score -673845.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -674526.562500 Penalty: 4169.838379
	Iteration 6F: 3 clusters Score -674526.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -674808.250000 Penalty: 4169.838379
	Iteration 7F: 3 clusters Score -674808.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -674909.750000 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -674909.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -674953.437500 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -674953.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -674975.687500 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -674975.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -674985.750000 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -674985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -674989.187500 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -674989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -674990.875000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -674990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -674991.187500 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -674991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -674990.812500 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -674990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -674990.812500 Penalty: 4169.838379
	Iteration 16F: 3 clusters Score -674990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 2211 members 
Entering Unmasked Estep 
Score: -120382064.000000 Penalty: 148260.671875
Splitting cluster 20 changes total score from -120382568.000000 to -120382064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Entering Unmasked Estep 
Score: -1971416.125000 Penalty: 2355.224121
	Iteration 0F: 2 clusters Score -1971416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1961689.500000 Penalty: 4710.448242
	Iteration 0F: 3 clusters Score -1961690 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1964843.625000 Penalty: 4710.448242
	Iteration 1F: 3 clusters Score -1964844 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1965613.625000 Penalty: 4710.448242
	Iteration 2F: 3 clusters Score -1965614 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1966524.500000 Penalty: 4710.448242
	Iteration 3F: 3 clusters Score -1966524 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1967543.500000 Penalty: 4710.448242
	Iteration 4F: 3 clusters Score -1967544 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1968552.000000 Penalty: 4710.448242
	Iteration 5F: 3 clusters Score -1968552 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1969231.875000 Penalty: 4710.448242
	Iteration 6F: 3 clusters Score -1969232 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1969641.750000 Penalty: 4710.448242
	Iteration 7Q: 3 clusters Score -1969642 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1969908.875000 Penalty: 4710.448242
	Iteration 8Q: 3 clusters Score -1969909 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1970096.375000 Penalty: 4710.448242
	Iteration 9Q: 3 clusters Score -1970096 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1970231.500000 Penalty: 4710.448242
	Iteration 10Q: 3 clusters Score -1970232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1970369.000000 Penalty: 4710.448242
	Iteration 11Q: 3 clusters Score -1970369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1970498.500000 Penalty: 4710.448242
	Iteration 12Q: 3 clusters Score -1970498 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1970611.000000 Penalty: 4710.448242
	Iteration 13Q: 3 clusters Score -1970611 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1970702.500000 Penalty: 4710.448242
	Iteration 14Q: 3 clusters Score -1970702 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1970789.000000 Penalty: 4710.448242
	Iteration 15Q: 3 clusters Score -1970789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1970851.500000 Penalty: 4710.448242
	Iteration 16Q: 3 clusters Score -1970852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1970921.875000 Penalty: 4710.448242
	Iteration 17Q: 3 clusters Score -1970922 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1970967.000000 Penalty: 4710.448242
	Iteration 18Q: 3 clusters Score -1970967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971022.625000 Penalty: 4710.448242
	Iteration 19Q: 3 clusters Score -1971023 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1971091.625000 Penalty: 4710.448242
	Iteration 20F: 3 clusters Score -1971092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1971192.250000 Penalty: 4710.448242
	Iteration 21Q: 3 clusters Score -1971192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1971284.750000 Penalty: 4710.448242
	Iteration 22Q: 3 clusters Score -1971285 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1971404.250000 Penalty: 4710.448242
	Iteration 23Q: 3 clusters Score -1971404 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1971485.125000 Penalty: 4710.448242
	Iteration 24Q: 3 clusters Score -1971485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1971540.000000 Penalty: 4710.448242
	Iteration 25Q: 3 clusters Score -1971540 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1971569.375000 Penalty: 4710.448242
	Iteration 26Q: 3 clusters Score -1971569 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1971603.750000 Penalty: 4710.448242
	Iteration 27Q: 3 clusters Score -1971604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1971622.375000 Penalty: 4710.448242
	Iteration 28Q: 3 clusters Score -1971622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1971644.125000 Penalty: 4710.448242
	Iteration 29Q: 3 clusters Score -1971644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1971653.250000 Penalty: 4710.448242
	Iteration 30Q: 3 clusters Score -1971653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1971668.250000 Penalty: 4710.448242
	Iteration 31Q: 3 clusters Score -1971668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1971669.375000 Penalty: 4710.448242
	Iteration 32Q: 3 clusters Score -1971669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1971672.750000 Penalty: 4710.448242
	Iteration 33Q: 3 clusters Score -1971673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1971676.750000 Penalty: 4710.448242
	Iteration 34Q: 3 clusters Score -1971677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1971681.000000 Penalty: 4710.448242
	Iteration 35Q: 3 clusters Score -1971681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1971684.875000 Penalty: 4710.448242
	Iteration 36Q: 3 clusters Score -1971685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1971684.125000 Penalty: 4710.448242
	Iteration 37Q: 3 clusters Score -1971684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1971684.125000 Penalty: 4710.448242
	Iteration 38Q: 3 clusters Score -1971684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971684.125000 Penalty: 4710.448242
	Iteration 39Q: 3 clusters Score -1971684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971684.125000 Penalty: 4710.448242
	Iteration 40F: 3 clusters Score -1971684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1971687.875000 Penalty: 4710.448242
	Iteration 41Q: 3 clusters Score -1971688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971689.375000 Penalty: 4710.448242
	Iteration 42Q: 3 clusters Score -1971689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1971693.125000 Penalty: 4710.448242
	Iteration 43Q: 3 clusters Score -1971693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971689.625000 Penalty: 4710.448242
	Iteration 44Q: 3 clusters Score -1971690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1971689.625000 Penalty: 4710.448242
	Iteration 45F: 3 clusters Score -1971690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 7136 members 
Entering Unmasked Estep 
Score: -120382328.000000 Penalty: 148260.671875
Splitting cluster 21 changes total score from -120382568.000000 to -120382328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -657401.812500 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -657401.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -653227.937500 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -653227.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -654236.937500 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -654236.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -654473.937500 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -654473.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -654605.500000 Penalty: 4163.035156
	Iteration 3F: 3 clusters Score -654605.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -654692.937500 Penalty: 4163.035156
	Iteration 4Q: 3 clusters Score -654692.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -654749.625000 Penalty: 4163.035156
	Iteration 5Q: 3 clusters Score -654749.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -654803.062500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -654803.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -654844.500000 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -654844.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -654876.062500 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -654876.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -654912.000000 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -654912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -654948.375000 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -654948.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -654986.937500 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -654986.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -655020.437500 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -655020.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -655052.937500 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -655052.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -655091.875000 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -655091.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -655127.812500 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -655127.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -655157.750000 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -655157.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -655190.875000 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -655190.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -655212.812500 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -655212.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -655230.750000 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -655230.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -655254.375000 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -655254.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -655275.187500 Penalty: 4163.035156
	Iteration 21Q: 3 clusters Score -655275.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -655296.125000 Penalty: 4163.035156
	Iteration 22Q: 3 clusters Score -655296.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -655314.250000 Penalty: 4163.035156
	Iteration 23Q: 3 clusters Score -655314.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -655331.562500 Penalty: 4163.035156
	Iteration 24Q: 3 clusters Score -655331.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -655347.125000 Penalty: 4163.035156
	Iteration 25Q: 3 clusters Score -655347.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -655361.187500 Penalty: 4163.035156
	Iteration 26Q: 3 clusters Score -655361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -655369.062500 Penalty: 4163.035156
	Iteration 27Q: 3 clusters Score -655369.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -655380.312500 Penalty: 4163.035156
	Iteration 28Q: 3 clusters Score -655380.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -655392.187500 Penalty: 4163.035156
	Iteration 29Q: 3 clusters Score -655392.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -655404.437500 Penalty: 4163.035156
	Iteration 30Q: 3 clusters Score -655404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -655417.312500 Penalty: 4163.035156
	Iteration 31Q: 3 clusters Score -655417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -655427.250000 Penalty: 4163.035156
	Iteration 32Q: 3 clusters Score -655427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -655438.875000 Penalty: 4163.035156
	Iteration 33Q: 3 clusters Score -655438.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -655450.687500 Penalty: 4163.035156
	Iteration 34Q: 3 clusters Score -655450.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -655465.062500 Penalty: 4163.035156
	Iteration 35Q: 3 clusters Score -655465.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -655480.125000 Penalty: 4163.035156
	Iteration 36Q: 3 clusters Score -655480.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -655497.250000 Penalty: 4163.035156
	Iteration 37Q: 3 clusters Score -655497.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -655514.000000 Penalty: 4163.035156
	Iteration 38Q: 3 clusters Score -655514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -655527.312500 Penalty: 4163.035156
	Iteration 39Q: 3 clusters Score -655527.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -655541.187500 Penalty: 4163.035156
	Iteration 40F: 3 clusters Score -655541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -655552.687500 Penalty: 4163.035156
	Iteration 41Q: 3 clusters Score -655552.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -655565.375000 Penalty: 4163.035156
	Iteration 42Q: 3 clusters Score -655565.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -655574.625000 Penalty: 4163.035156
	Iteration 43Q: 3 clusters Score -655574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -655581.250000 Penalty: 4163.035156
	Iteration 44Q: 3 clusters Score -655581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -655588.687500 Penalty: 4163.035156
	Iteration 45Q: 3 clusters Score -655588.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -655598.125000 Penalty: 4163.035156
	Iteration 46Q: 3 clusters Score -655598.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -655610.312500 Penalty: 4163.035156
	Iteration 47Q: 3 clusters Score -655610.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -655618.937500 Penalty: 4163.035156
	Iteration 48Q: 3 clusters Score -655618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -655629.062500 Penalty: 4163.035156
	Iteration 49Q: 3 clusters Score -655629.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -655640.687500 Penalty: 4163.035156
	Iteration 50Q: 3 clusters Score -655640.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -655652.812500 Penalty: 4163.035156
	Iteration 51Q: 3 clusters Score -655652.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -655671.437500 Penalty: 4163.035156
	Iteration 52Q: 3 clusters Score -655671.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -655683.125000 Penalty: 4163.035156
	Iteration 53Q: 3 clusters Score -655683.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -655698.062500 Penalty: 4163.035156
	Iteration 54Q: 3 clusters Score -655698.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -655716.312500 Penalty: 4163.035156
	Iteration 55Q: 3 clusters Score -655716.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -655734.437500 Penalty: 4163.035156
	Iteration 56Q: 3 clusters Score -655734.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -655754.687500 Penalty: 4163.035156
	Iteration 57Q: 3 clusters Score -655754.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -655771.562500 Penalty: 4163.035156
	Iteration 58Q: 3 clusters Score -655771.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -655787.625000 Penalty: 4163.035156
	Iteration 59Q: 3 clusters Score -655787.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -655802.125000 Penalty: 4163.035156
	Iteration 60F: 3 clusters Score -655802.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -655817.812500 Penalty: 4163.035156
	Iteration 61Q: 3 clusters Score -655817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -655836.125000 Penalty: 4163.035156
	Iteration 62Q: 3 clusters Score -655836.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -655848.750000 Penalty: 4163.035156
	Iteration 63Q: 3 clusters Score -655848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -655857.437500 Penalty: 4163.035156
	Iteration 64Q: 3 clusters Score -655857.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -655862.750000 Penalty: 4163.035156
	Iteration 65Q: 3 clusters Score -655862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -655870.250000 Penalty: 4163.035156
	Iteration 66Q: 3 clusters Score -655870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -655877.062500 Penalty: 4163.035156
	Iteration 67Q: 3 clusters Score -655877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -655881.937500 Penalty: 4163.035156
	Iteration 68Q: 3 clusters Score -655881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -655883.312500 Penalty: 4163.035156
	Iteration 69Q: 3 clusters Score -655883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -655885.000000 Penalty: 4163.035156
	Iteration 70Q: 3 clusters Score -655885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -655885.562500 Penalty: 4163.035156
	Iteration 71Q: 3 clusters Score -655885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -655885.562500 Penalty: 4163.035156
	Iteration 72F: 3 clusters Score -655885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -956893.062500 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -956893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -951558.625000 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -951558.6 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -953021.375000 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -953021.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -953323.062500 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -953323.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -953518.562500 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -953518.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -953652.250000 Penalty: 4335.524414
	Iteration 4Q: 3 clusters Score -953652.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -953776.750000 Penalty: 4335.524414
	Iteration 5Q: 3 clusters Score -953776.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -953883.312500 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -953883.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -953985.625000 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -953985.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -954093.687500 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -954093.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -954226.187500 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -954226.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -954398.812500 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -954398.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -954569.000000 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -954569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -954748.937500 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -954748.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -954902.375000 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -954902.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -955018.000000 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -955018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -955124.062500 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -955124.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -955203.750000 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -955203.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -955272.937500 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -955272.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -955324.250000 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -955324.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -955357.125000 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -955357.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -955396.250000 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -955396.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -955426.312500 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -955426.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -955456.562500 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -955456.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -955473.250000 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -955473.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -955491.625000 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -955491.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -955501.250000 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -955501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -955512.625000 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -955512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -955516.437500 Penalty: 4335.524414
	Iteration 27Q: 3 clusters Score -955516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -955524.312500 Penalty: 4335.524414
	Iteration 28Q: 3 clusters Score -955524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -955530.875000 Penalty: 4335.524414
	Iteration 29Q: 3 clusters Score -955530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -955539.687500 Penalty: 4335.524414
	Iteration 30Q: 3 clusters Score -955539.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -955548.937500 Penalty: 4335.524414
	Iteration 31Q: 3 clusters Score -955548.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -955554.375000 Penalty: 4335.524414
	Iteration 32Q: 3 clusters Score -955554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -955556.000000 Penalty: 4335.524414
	Iteration 33Q: 3 clusters Score -955556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -955560.312500 Penalty: 4335.524414
	Iteration 34Q: 3 clusters Score -955560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -955565.750000 Penalty: 4335.524414
	Iteration 35Q: 3 clusters Score -955565.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -955572.125000 Penalty: 4335.524414
	Iteration 36Q: 3 clusters Score -955572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -955579.437500 Penalty: 4335.524414
	Iteration 37Q: 3 clusters Score -955579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -955584.750000 Penalty: 4335.524414
	Iteration 38Q: 3 clusters Score -955584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -955588.437500 Penalty: 4335.524414
	Iteration 39Q: 3 clusters Score -955588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -955589.500000 Penalty: 4335.524414
	Iteration 40F: 3 clusters Score -955589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -955591.812500 Penalty: 4335.524414
	Iteration 41Q: 3 clusters Score -955591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -955597.625000 Penalty: 4335.524414
	Iteration 42Q: 3 clusters Score -955597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -955601.375000 Penalty: 4335.524414
	Iteration 43Q: 3 clusters Score -955601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -955603.750000 Penalty: 4335.524414
	Iteration 44Q: 3 clusters Score -955603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -955606.500000 Penalty: 4335.524414
	Iteration 45Q: 3 clusters Score -955606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -955608.250000 Penalty: 4335.524414
	Iteration 46Q: 3 clusters Score -955608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -955616.875000 Penalty: 4335.524414
	Iteration 47Q: 3 clusters Score -955616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -955618.625000 Penalty: 4335.524414
	Iteration 48Q: 3 clusters Score -955618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -955618.500000 Penalty: 4335.524414
	Iteration 49Q: 3 clusters Score -955618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -955619.500000 Penalty: 4335.524414
	Iteration 50Q: 3 clusters Score -955619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -955619.500000 Penalty: 4335.524414
	Iteration 51F: 3 clusters Score -955619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -165310.921875 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -165310.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -163327.406250 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -163327.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163634.281250 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -163634.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -163737.156250 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -163737.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -163788.765625 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -163788.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -163826.765625 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -163826.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -163846.406250 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -163846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -163855.578125 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -163855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -163864.890625 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -163864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -163870.640625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -163870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -163878.656250 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -163878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -163889.734375 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -163889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -163894.750000 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -163894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -163900.890625 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -163900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -163904.656250 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -163904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -163906.640625 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -163906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -163908.375000 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -163908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -163909.078125 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -163909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163914.640625 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -163914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -163919.734375 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -163919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -163923.562500 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -163923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163925.171875 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -163925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163927.531250 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -163927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -163928.375000 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -163928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -163930.015625 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -163930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -163931.062500 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -163931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -163932.140625 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -163932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -163936.078125 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -163936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -163947.031250 Penalty: 3483.342529
	Iteration 27Q: 3 clusters Score -163947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -163955.828125 Penalty: 3483.342529
	Iteration 28Q: 3 clusters Score -163955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -163960.937500 Penalty: 3483.342529
	Iteration 29Q: 3 clusters Score -163960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -163964.984375 Penalty: 3483.342529
	Iteration 30Q: 3 clusters Score -163965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -163978.078125 Penalty: 3483.342529
	Iteration 31Q: 3 clusters Score -163978.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -163987.203125 Penalty: 3483.342529
	Iteration 32Q: 3 clusters Score -163987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -163992.859375 Penalty: 3483.342529
	Iteration 33Q: 3 clusters Score -163992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -163996.859375 Penalty: 3483.342529
	Iteration 34Q: 3 clusters Score -163996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -163998.359375 Penalty: 3483.342529
	Iteration 35Q: 3 clusters Score -163998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -164000.250000 Penalty: 3483.342529
	Iteration 36Q: 3 clusters Score -164000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -164003.296875 Penalty: 3483.342529
	Iteration 37Q: 3 clusters Score -164003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -164004.796875 Penalty: 3483.342529
	Iteration 38Q: 3 clusters Score -164004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -164005.875000 Penalty: 3483.342529
	Iteration 39Q: 3 clusters Score -164005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -164006.890625 Penalty: 3483.342529
	Iteration 40F: 3 clusters Score -164006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Entering Unmasked Estep 
Score: -8765258.000000 Penalty: 2712.554932
	Iteration 0F: 2 clusters Score -8765258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -8727339.000000 Penalty: 5425.109863
	Iteration 0F: 3 clusters Score -8727339 nChanged 26268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8742405.000000 Penalty: 5425.109863
	Iteration 1F: 3 clusters Score -8742405 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8743812.000000 Penalty: 5425.109863
	Iteration 2F: 3 clusters Score -8743812 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -8745543.000000 Penalty: 5425.109863
	Iteration 3F: 3 clusters Score -8745543 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -8747832.000000 Penalty: 5425.109863
	Iteration 4F: 3 clusters Score -8747832 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -8750054.000000 Penalty: 5425.109863
	Iteration 5F: 3 clusters Score -8750054 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -8752005.000000 Penalty: 5425.109863
	Iteration 6F: 3 clusters Score -8752005 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -8753385.000000 Penalty: 5425.109863
	Iteration 7F: 3 clusters Score -8753385 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -8754387.000000 Penalty: 5425.109863
	Iteration 8Q: 3 clusters Score -8754387 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -8755019.000000 Penalty: 5425.109863
	Iteration 9Q: 3 clusters Score -8755019 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -8755563.000000 Penalty: 5425.109863
	Iteration 10Q: 3 clusters Score -8755563 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -8756154.000000 Penalty: 5425.109863
	Iteration 11Q: 3 clusters Score -8756154 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -8756820.000000 Penalty: 5425.109863
	Iteration 12Q: 3 clusters Score -8756820 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -8757492.000000 Penalty: 5425.109863
	Iteration 13Q: 3 clusters Score -8757492 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -8758165.000000 Penalty: 5425.109863
	Iteration 14Q: 3 clusters Score -8758165 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8758850.000000 Penalty: 5425.109863
	Iteration 15Q: 3 clusters Score -8758850 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8759471.000000 Penalty: 5425.109863
	Iteration 16Q: 3 clusters Score -8759471 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8760097.000000 Penalty: 5425.109863
	Iteration 17Q: 3 clusters Score -8760097 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8760722.000000 Penalty: 5425.109863
	Iteration 18Q: 3 clusters Score -8760722 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8761282.000000 Penalty: 5425.109863
	Iteration 19Q: 3 clusters Score -8761282 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -8761709.000000 Penalty: 5425.109863
	Iteration 20F: 3 clusters Score -8761709 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -8762055.000000 Penalty: 5425.109863
	Iteration 21Q: 3 clusters Score -8762055 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -8762382.000000 Penalty: 5425.109863
	Iteration 22Q: 3 clusters Score -8762382 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -8762629.000000 Penalty: 5425.109863
	Iteration 23Q: 3 clusters Score -8762629 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -8762813.000000 Penalty: 5425.109863
	Iteration 24Q: 3 clusters Score -8762813 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -8762923.000000 Penalty: 5425.109863
	Iteration 25Q: 3 clusters Score -8762923 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -8763083.000000 Penalty: 5425.109863
	Iteration 26Q: 3 clusters Score -8763083 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -8763165.000000 Penalty: 5425.109863
	Iteration 27Q: 3 clusters Score -8763165 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8763255.000000 Penalty: 5425.109863
	Iteration 28Q: 3 clusters Score -8763255 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -8763293.000000 Penalty: 5425.109863
	Iteration 29Q: 3 clusters Score -8763293 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -8763326.000000 Penalty: 5425.109863
	Iteration 30Q: 3 clusters Score -8763326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -8763357.000000 Penalty: 5425.109863
	Iteration 31Q: 3 clusters Score -8763357 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -8763382.000000 Penalty: 5425.109863
	Iteration 32Q: 3 clusters Score -8763382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -8763394.000000 Penalty: 5425.109863
	Iteration 33Q: 3 clusters Score -8763394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -8763408.000000 Penalty: 5425.109863
	Iteration 34Q: 3 clusters Score -8763408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -8763427.000000 Penalty: 5425.109863
	Iteration 35Q: 3 clusters Score -8763427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8763458.000000 Penalty: 5425.109863
	Iteration 36Q: 3 clusters Score -8763458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -8763468.000000 Penalty: 5425.109863
	Iteration 37Q: 3 clusters Score -8763468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -8763492.000000 Penalty: 5425.109863
	Iteration 38Q: 3 clusters Score -8763492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8763501.000000 Penalty: 5425.109863
	Iteration 39Q: 3 clusters Score -8763501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -8763519.000000 Penalty: 5425.109863
	Iteration 40F: 3 clusters Score -8763519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -8763526.000000 Penalty: 5425.109863
	Iteration 41Q: 3 clusters Score -8763526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -8763525.000000 Penalty: 5425.109863
	Iteration 42Q: 3 clusters Score -8763525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -8763536.000000 Penalty: 5425.109863
	Iteration 43Q: 3 clusters Score -8763536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -8763546.000000 Penalty: 5425.109863
	Iteration 44Q: 3 clusters Score -8763546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -8763550.000000 Penalty: 5425.109863
	Iteration 45Q: 3 clusters Score -8763550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -8763564.000000 Penalty: 5425.109863
	Iteration 46Q: 3 clusters Score -8763564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -8763575.000000 Penalty: 5425.109863
	Iteration 47Q: 3 clusters Score -8763575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -8763581.000000 Penalty: 5425.109863
	Iteration 48Q: 3 clusters Score -8763581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -8763585.000000 Penalty: 5425.109863
	Iteration 49Q: 3 clusters Score -8763585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -8763585.000000 Penalty: 5425.109863
	Iteration 50Q: 3 clusters Score -8763585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -8763575.000000 Penalty: 5425.109863
	Iteration 51Q: 3 clusters Score -8763575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -8763573.000000 Penalty: 5425.109863
	Iteration 52Q: 3 clusters Score -8763573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -8763567.000000 Penalty: 5425.109863
	Iteration 53Q: 3 clusters Score -8763567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -8763575.000000 Penalty: 5425.109863
	Iteration 54Q: 3 clusters Score -8763575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8763584.000000 Penalty: 5425.109863
	Iteration 55Q: 3 clusters Score -8763584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -8763574.000000 Penalty: 5425.109863
	Iteration 56Q: 3 clusters Score -8763574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -8763577.000000 Penalty: 5425.109863
	Iteration 57Q: 3 clusters Score -8763577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -8763574.000000 Penalty: 5425.109863
	Iteration 58Q: 3 clusters Score -8763574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -8763572.000000 Penalty: 5425.109863
	Iteration 59Q: 3 clusters Score -8763572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -8763582.000000 Penalty: 5425.109863
	Iteration 60F: 3 clusters Score -8763582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -8763587.000000 Penalty: 5425.109863
	Iteration 61Q: 3 clusters Score -8763587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -8763592.000000 Penalty: 5425.109863
	Iteration 62Q: 3 clusters Score -8763592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -8763596.000000 Penalty: 5425.109863
	Iteration 63Q: 3 clusters Score -8763596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -8763605.000000 Penalty: 5425.109863
	Iteration 64Q: 3 clusters Score -8763605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -8763608.000000 Penalty: 5425.109863
	Iteration 65Q: 3 clusters Score -8763608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -8763598.000000 Penalty: 5425.109863
	Iteration 66Q: 3 clusters Score -8763598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -8763603.000000 Penalty: 5425.109863
	Iteration 67Q: 3 clusters Score -8763603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -8763596.000000 Penalty: 5425.109863
	Iteration 68Q: 3 clusters Score -8763596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -8763604.000000 Penalty: 5425.109863
	Iteration 69Q: 3 clusters Score -8763604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -8763603.000000 Penalty: 5425.109863
	Iteration 70Q: 3 clusters Score -8763603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -8763606.000000 Penalty: 5425.109863
	Iteration 71Q: 3 clusters Score -8763606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -8763607.000000 Penalty: 5425.109863
	Iteration 72Q: 3 clusters Score -8763607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -8763602.000000 Penalty: 5425.109863
	Iteration 73Q: 3 clusters Score -8763602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -8763606.000000 Penalty: 5425.109863
	Iteration 74Q: 3 clusters Score -8763606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -8763612.000000 Penalty: 5425.109863
	Iteration 75Q: 3 clusters Score -8763612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -8763613.000000 Penalty: 5425.109863
	Iteration 76Q: 3 clusters Score -8763613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -8763607.000000 Penalty: 5425.109863
	Iteration 77Q: 3 clusters Score -8763607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -8763607.000000 Penalty: 5425.109863
	Iteration 78F: 3 clusters Score -8763607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -40570.207031 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -40570.21 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 153 members 
Entering Unmasked Estep 
Score: -39493.347656 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -39493.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39806.066406 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -39806.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39905.984375 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -39905.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39919.902344 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -39919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39921.230469 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -39921.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39921.230469 Penalty: 2842.129395
	Iteration 5F: 3 clusters Score -39921.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Entering Unmasked Estep 
Score: -2597678.500000 Penalty: 2408.416748
	Iteration 0F: 2 clusters Score -2597678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2585872.000000 Penalty: 4816.833496
	Iteration 0F: 3 clusters Score -2585872 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2589805.500000 Penalty: 4816.833496
	Iteration 1F: 3 clusters Score -2589806 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2590236.750000 Penalty: 4816.833496
	Iteration 2F: 3 clusters Score -2590237 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2590665.250000 Penalty: 4816.833496
	Iteration 3F: 3 clusters Score -2590665 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2591113.750000 Penalty: 4816.833496
	Iteration 4F: 3 clusters Score -2591114 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2591623.000000 Penalty: 4816.833496
	Iteration 5F: 3 clusters Score -2591623 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2592098.500000 Penalty: 4816.833496
	Iteration 6F: 3 clusters Score -2592098 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2592573.500000 Penalty: 4816.833496
	Iteration 7F: 3 clusters Score -2592574 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2592985.500000 Penalty: 4816.833496
	Iteration 8Q: 3 clusters Score -2592986 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2593293.500000 Penalty: 4816.833496
	Iteration 9Q: 3 clusters Score -2593294 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2593487.500000 Penalty: 4816.833496
	Iteration 10Q: 3 clusters Score -2593488 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2593626.750000 Penalty: 4816.833496
	Iteration 11Q: 3 clusters Score -2593627 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2593749.250000 Penalty: 4816.833496
	Iteration 12Q: 3 clusters Score -2593749 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2593854.000000 Penalty: 4816.833496
	Iteration 13Q: 3 clusters Score -2593854 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2593972.000000 Penalty: 4816.833496
	Iteration 14Q: 3 clusters Score -2593972 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2594067.250000 Penalty: 4816.833496
	Iteration 15Q: 3 clusters Score -2594067 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2594165.750000 Penalty: 4816.833496
	Iteration 16Q: 3 clusters Score -2594166 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2594250.250000 Penalty: 4816.833496
	Iteration 17Q: 3 clusters Score -2594250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2594336.500000 Penalty: 4816.833496
	Iteration 18Q: 3 clusters Score -2594336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2594419.250000 Penalty: 4816.833496
	Iteration 19Q: 3 clusters Score -2594419 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2594483.000000 Penalty: 4816.833496
	Iteration 20F: 3 clusters Score -2594483 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2594560.250000 Penalty: 4816.833496
	Iteration 21Q: 3 clusters Score -2594560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2594626.000000 Penalty: 4816.833496
	Iteration 22Q: 3 clusters Score -2594626 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2594718.000000 Penalty: 4816.833496
	Iteration 23Q: 3 clusters Score -2594718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2594799.750000 Penalty: 4816.833496
	Iteration 24Q: 3 clusters Score -2594800 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2594888.500000 Penalty: 4816.833496
	Iteration 25Q: 3 clusters Score -2594888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2594984.500000 Penalty: 4816.833496
	Iteration 26Q: 3 clusters Score -2594984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2595055.250000 Penalty: 4816.833496
	Iteration 27Q: 3 clusters Score -2595055 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2595140.250000 Penalty: 4816.833496
	Iteration 28Q: 3 clusters Score -2595140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2595218.750000 Penalty: 4816.833496
	Iteration 29Q: 3 clusters Score -2595219 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2595283.000000 Penalty: 4816.833496
	Iteration 30Q: 3 clusters Score -2595283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2595334.250000 Penalty: 4816.833496
	Iteration 31Q: 3 clusters Score -2595334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2595388.500000 Penalty: 4816.833496
	Iteration 32Q: 3 clusters Score -2595388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2595424.500000 Penalty: 4816.833496
	Iteration 33Q: 3 clusters Score -2595424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2595451.750000 Penalty: 4816.833496
	Iteration 34Q: 3 clusters Score -2595452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2595476.500000 Penalty: 4816.833496
	Iteration 35Q: 3 clusters Score -2595476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2595493.000000 Penalty: 4816.833496
	Iteration 36Q: 3 clusters Score -2595493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2595515.500000 Penalty: 4816.833496
	Iteration 37Q: 3 clusters Score -2595516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2595531.250000 Penalty: 4816.833496
	Iteration 38Q: 3 clusters Score -2595531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2595532.000000 Penalty: 4816.833496
	Iteration 39Q: 3 clusters Score -2595532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2595538.000000 Penalty: 4816.833496
	Iteration 40F: 3 clusters Score -2595538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2595537.500000 Penalty: 4816.833496
	Iteration 41Q: 3 clusters Score -2595538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2595545.750000 Penalty: 4816.833496
	Iteration 42Q: 3 clusters Score -2595546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2595551.500000 Penalty: 4816.833496
	Iteration 43Q: 3 clusters Score -2595552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2595552.250000 Penalty: 4816.833496
	Iteration 44Q: 3 clusters Score -2595552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2595561.000000 Penalty: 4816.833496
	Iteration 45Q: 3 clusters Score -2595561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2595564.250000 Penalty: 4816.833496
	Iteration 46Q: 3 clusters Score -2595564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2595575.000000 Penalty: 4816.833496
	Iteration 47Q: 3 clusters Score -2595575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2595593.250000 Penalty: 4816.833496
	Iteration 48Q: 3 clusters Score -2595593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2595603.750000 Penalty: 4816.833496
	Iteration 49Q: 3 clusters Score -2595604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2595613.000000 Penalty: 4816.833496
	Iteration 50Q: 3 clusters Score -2595613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2595615.750000 Penalty: 4816.833496
	Iteration 51Q: 3 clusters Score -2595616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2595625.500000 Penalty: 4816.833496
	Iteration 52Q: 3 clusters Score -2595626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2595625.500000 Penalty: 4816.833496
	Iteration 53Q: 3 clusters Score -2595626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2595628.750000 Penalty: 4816.833496
	Iteration 54Q: 3 clusters Score -2595629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2595629.250000 Penalty: 4816.833496
	Iteration 55Q: 3 clusters Score -2595629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2595634.250000 Penalty: 4816.833496
	Iteration 56Q: 3 clusters Score -2595634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2595635.250000 Penalty: 4816.833496
	Iteration 57Q: 3 clusters Score -2595635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2595641.000000 Penalty: 4816.833496
	Iteration 58Q: 3 clusters Score -2595641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2595637.000000 Penalty: 4816.833496
	Iteration 59Q: 3 clusters Score -2595637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2595634.250000 Penalty: 4816.833496
	Iteration 60F: 3 clusters Score -2595634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2595635.500000 Penalty: 4816.833496
	Iteration 61Q: 3 clusters Score -2595636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2595642.000000 Penalty: 4816.833496
	Iteration 62Q: 3 clusters Score -2595642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2595646.500000 Penalty: 4816.833496
	Iteration 63Q: 3 clusters Score -2595646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2595646.000000 Penalty: 4816.833496
	Iteration 64Q: 3 clusters Score -2595646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2595646.000000 Penalty: 4816.833496
	Iteration 65F: 3 clusters Score -2595646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Entering Unmasked Estep 
Score: -3333969.000000 Penalty: 2482.982910
	Iteration 0F: 2 clusters Score -3333969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3318485.250000 Penalty: 4965.965820
	Iteration 0F: 3 clusters Score -3318485 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3324441.250000 Penalty: 4965.965820
	Iteration 1F: 3 clusters Score -3324441 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3325431.750000 Penalty: 4965.965820
	Iteration 2F: 3 clusters Score -3325432 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3326544.250000 Penalty: 4965.965820
	Iteration 3F: 3 clusters Score -3326544 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3327650.000000 Penalty: 4965.965820
	Iteration 4F: 3 clusters Score -3327650 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3328613.500000 Penalty: 4965.965820
	Iteration 5F: 3 clusters Score -3328614 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3329428.250000 Penalty: 4965.965820
	Iteration 6F: 3 clusters Score -3329428 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3330148.250000 Penalty: 4965.965820
	Iteration 7Q: 3 clusters Score -3330148 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3330861.250000 Penalty: 4965.965820
	Iteration 8Q: 3 clusters Score -3330861 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3331679.500000 Penalty: 4965.965820
	Iteration 9Q: 3 clusters Score -3331680 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3332391.500000 Penalty: 4965.965820
	Iteration 10Q: 3 clusters Score -3332392 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3332732.250000 Penalty: 4965.965820
	Iteration 11Q: 3 clusters Score -3332732 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3332895.250000 Penalty: 4965.965820
	Iteration 12Q: 3 clusters Score -3332895 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3333001.500000 Penalty: 4965.965820
	Iteration 13Q: 3 clusters Score -3333002 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3333135.500000 Penalty: 4965.965820
	Iteration 14Q: 3 clusters Score -3333136 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3333246.250000 Penalty: 4965.965820
	Iteration 15Q: 3 clusters Score -3333246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3333336.750000 Penalty: 4965.965820
	Iteration 16Q: 3 clusters Score -3333337 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3333386.750000 Penalty: 4965.965820
	Iteration 17Q: 3 clusters Score -3333387 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3333407.500000 Penalty: 4965.965820
	Iteration 18Q: 3 clusters Score -3333408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3333431.000000 Penalty: 4965.965820
	Iteration 19Q: 3 clusters Score -3333431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3333452.000000 Penalty: 4965.965820
	Iteration 20F: 3 clusters Score -3333452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3333470.500000 Penalty: 4965.965820
	Iteration 21Q: 3 clusters Score -3333470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3333477.000000 Penalty: 4965.965820
	Iteration 22Q: 3 clusters Score -3333477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3333496.750000 Penalty: 4965.965820
	Iteration 23Q: 3 clusters Score -3333497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3333497.000000 Penalty: 4965.965820
	Iteration 24Q: 3 clusters Score -3333497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3333507.000000 Penalty: 4965.965820
	Iteration 25Q: 3 clusters Score -3333507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3333510.000000 Penalty: 4965.965820
	Iteration 26Q: 3 clusters Score -3333510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3333509.750000 Penalty: 4965.965820
	Iteration 27Q: 3 clusters Score -3333510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3333511.000000 Penalty: 4965.965820
	Iteration 28Q: 3 clusters Score -3333511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3333513.250000 Penalty: 4965.965820
	Iteration 29Q: 3 clusters Score -3333513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3333515.000000 Penalty: 4965.965820
	Iteration 30Q: 3 clusters Score -3333515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3333522.750000 Penalty: 4965.965820
	Iteration 31Q: 3 clusters Score -3333523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3333521.750000 Penalty: 4965.965820
	Iteration 32Q: 3 clusters Score -3333522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3333530.250000 Penalty: 4965.965820
	Iteration 33Q: 3 clusters Score -3333530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3333537.750000 Penalty: 4965.965820
	Iteration 34Q: 3 clusters Score -3333538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3333540.250000 Penalty: 4965.965820
	Iteration 35Q: 3 clusters Score -3333540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3333545.250000 Penalty: 4965.965820
	Iteration 36Q: 3 clusters Score -3333545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3333557.000000 Penalty: 4965.965820
	Iteration 37Q: 3 clusters Score -3333557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3333556.000000 Penalty: 4965.965820
	Iteration 38Q: 3 clusters Score -3333556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3333555.250000 Penalty: 4965.965820
	Iteration 39Q: 3 clusters Score -3333555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3333556.000000 Penalty: 4965.965820
	Iteration 40F: 3 clusters Score -3333556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3333561.500000 Penalty: 4965.965820
	Iteration 41Q: 3 clusters Score -3333562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3333558.000000 Penalty: 4965.965820
	Iteration 42Q: 3 clusters Score -3333558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3333561.250000 Penalty: 4965.965820
	Iteration 43Q: 3 clusters Score -3333561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3333561.000000 Penalty: 4965.965820
	Iteration 44Q: 3 clusters Score -3333561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3333559.750000 Penalty: 4965.965820
	Iteration 45Q: 3 clusters Score -3333560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3333563.000000 Penalty: 4965.965820
	Iteration 46Q: 3 clusters Score -3333563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3333562.000000 Penalty: 4965.965820
	Iteration 47Q: 3 clusters Score -3333562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3333566.000000 Penalty: 4965.965820
	Iteration 48Q: 3 clusters Score -3333566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3333567.250000 Penalty: 4965.965820
	Iteration 49Q: 3 clusters Score -3333567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3333566.750000 Penalty: 4965.965820
	Iteration 50Q: 3 clusters Score -3333567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3333565.500000 Penalty: 4965.965820
	Iteration 51Q: 3 clusters Score -3333566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3333562.250000 Penalty: 4965.965820
	Iteration 52Q: 3 clusters Score -3333562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3333566.000000 Penalty: 4965.965820
	Iteration 53Q: 3 clusters Score -3333566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3333566.000000 Penalty: 4965.965820
	Iteration 54F: 3 clusters Score -3333566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -24151.009766 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -24151.01 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 99 members 
Entering Unmasked Estep 
Score: -23139.234375 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -23139.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23208.652344 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -23208.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23249.144531 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -23249.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23261.919922 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -23261.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23264.125000 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -23264.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23264.125000 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -23264.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (86933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Entering Unmasked Estep 
Score: -13692614.000000 Penalty: 2820.477539
	Iteration 0F: 2 clusters Score -1.369261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -13638712.000000 Penalty: 5640.955078
	Iteration 0F: 3 clusters Score -1.363871e+07 nChanged 40962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -13661783.000000 Penalty: 5640.955078
	Iteration 1F: 3 clusters Score -1.366178e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -13662944.000000 Penalty: 5640.955078
	Iteration 2Q: 3 clusters Score -1.366294e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -13664322.000000 Penalty: 5640.955078
	Iteration 3Q: 3 clusters Score -1.366432e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -13666606.000000 Penalty: 5640.955078
	Iteration 4Q: 3 clusters Score -1.366661e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -13669658.000000 Penalty: 5640.955078
	Iteration 5F: 3 clusters Score -1.366966e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -13673792.000000 Penalty: 5640.955078
	Iteration 6F: 3 clusters Score -1.367379e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -13678282.000000 Penalty: 5640.955078
	Iteration 7F: 3 clusters Score -1.367828e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -13682148.000000 Penalty: 5640.955078
	Iteration 8F: 3 clusters Score -1.368215e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -13685054.000000 Penalty: 5640.955078
	Iteration 9F: 3 clusters Score -1.368505e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -13687097.000000 Penalty: 5640.955078
	Iteration 10Q: 3 clusters Score -1.36871e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -13688269.000000 Penalty: 5640.955078
	Iteration 11Q: 3 clusters Score -1.368827e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -13689235.000000 Penalty: 5640.955078
	Iteration 12Q: 3 clusters Score -1.368924e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -13689850.000000 Penalty: 5640.955078
	Iteration 13Q: 3 clusters Score -1.368985e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -13690258.000000 Penalty: 5640.955078
	Iteration 14Q: 3 clusters Score -1.369026e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -13690556.000000 Penalty: 5640.955078
	Iteration 15Q: 3 clusters Score -1.369056e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -13690743.000000 Penalty: 5640.955078
	Iteration 16Q: 3 clusters Score -1.369074e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -13690875.000000 Penalty: 5640.955078
	Iteration 17Q: 3 clusters Score -1.369088e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -13690968.000000 Penalty: 5640.955078
	Iteration 18Q: 3 clusters Score -1.369097e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -13691100.000000 Penalty: 5640.955078
	Iteration 19Q: 3 clusters Score -1.36911e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -13691135.000000 Penalty: 5640.955078
	Iteration 20F: 3 clusters Score -1.369114e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -13691161.000000 Penalty: 5640.955078
	Iteration 21Q: 3 clusters Score -1.369116e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -13691214.000000 Penalty: 5640.955078
	Iteration 22Q: 3 clusters Score -1.369121e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -13691255.000000 Penalty: 5640.955078
	Iteration 23Q: 3 clusters Score -1.369126e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -13691251.000000 Penalty: 5640.955078
	Iteration 24Q: 3 clusters Score -1.369125e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -13691269.000000 Penalty: 5640.955078
	Iteration 25Q: 3 clusters Score -1.369127e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -13691287.000000 Penalty: 5640.955078
	Iteration 26Q: 3 clusters Score -1.369129e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -13691304.000000 Penalty: 5640.955078
	Iteration 27Q: 3 clusters Score -1.36913e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -13691313.000000 Penalty: 5640.955078
	Iteration 28Q: 3 clusters Score -1.369131e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -13691343.000000 Penalty: 5640.955078
	Iteration 29Q: 3 clusters Score -1.369134e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -13691355.000000 Penalty: 5640.955078
	Iteration 30Q: 3 clusters Score -1.369136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -13691363.000000 Penalty: 5640.955078
	Iteration 31Q: 3 clusters Score -1.369136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -13691387.000000 Penalty: 5640.955078
	Iteration 32Q: 3 clusters Score -1.369139e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -13691379.000000 Penalty: 5640.955078
	Iteration 33Q: 3 clusters Score -1.369138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -13691411.000000 Penalty: 5640.955078
	Iteration 34Q: 3 clusters Score -1.369141e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -13691412.000000 Penalty: 5640.955078
	Iteration 35Q: 3 clusters Score -1.369141e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -13691394.000000 Penalty: 5640.955078
	Iteration 36Q: 3 clusters Score -1.369139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -13691381.000000 Penalty: 5640.955078
	Iteration 37Q: 3 clusters Score -1.369138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -13691381.000000 Penalty: 5640.955078
	Iteration 38Q: 3 clusters Score -1.369138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -13691391.000000 Penalty: 5640.955078
	Iteration 39Q: 3 clusters Score -1.369139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -13691380.000000 Penalty: 5640.955078
	Iteration 40F: 3 clusters Score -1.369138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -13691382.000000 Penalty: 5640.955078
	Iteration 41Q: 3 clusters Score -1.369138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -13691372.000000 Penalty: 5640.955078
	Iteration 42Q: 3 clusters Score -1.369137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -13691376.000000 Penalty: 5640.955078
	Iteration 43Q: 3 clusters Score -1.369138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -13691377.000000 Penalty: 5640.955078
	Iteration 44Q: 3 clusters Score -1.369138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -13691379.000000 Penalty: 5640.955078
	Iteration 45Q: 3 clusters Score -1.369138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -13691392.000000 Penalty: 5640.955078
	Iteration 46Q: 3 clusters Score -1.369139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -13691388.000000 Penalty: 5640.955078
	Iteration 47Q: 3 clusters Score -1.369139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -13691380.000000 Penalty: 5640.955078
	Iteration 48Q: 3 clusters Score -1.369138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -13691385.000000 Penalty: 5640.955078
	Iteration 49Q: 3 clusters Score -1.369138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -13691394.000000 Penalty: 5640.955078
	Iteration 50Q: 3 clusters Score -1.369139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -13691391.000000 Penalty: 5640.955078
	Iteration 51Q: 3 clusters Score -1.369139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -13691383.000000 Penalty: 5640.955078
	Iteration 52Q: 3 clusters Score -1.369138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -13691385.000000 Penalty: 5640.955078
	Iteration 53Q: 3 clusters Score -1.369138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -13691385.000000 Penalty: 5640.955078
	Iteration 54Q: 3 clusters Score -1.369138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -13691398.000000 Penalty: 5640.955078
	Iteration 55Q: 3 clusters Score -1.36914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -13691391.000000 Penalty: 5640.955078
	Iteration 56Q: 3 clusters Score -1.369139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -13691390.000000 Penalty: 5640.955078
	Iteration 57Q: 3 clusters Score -1.369139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -13691388.000000 Penalty: 5640.955078
	Iteration 58Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -13691392.000000 Penalty: 5640.955078
	Iteration 59Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -13691389.000000 Penalty: 5640.955078
	Iteration 60F: 3 clusters Score -1.369139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -13691393.000000 Penalty: 5640.955078
	Iteration 61Q: 3 clusters Score -1.369139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -13691392.000000 Penalty: 5640.955078
	Iteration 62Q: 3 clusters Score -1.369139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -13691394.000000 Penalty: 5640.955078
	Iteration 63Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -13691393.000000 Penalty: 5640.955078
	Iteration 64Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -13691391.000000 Penalty: 5640.955078
	Iteration 65Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -13691394.000000 Penalty: 5640.955078
	Iteration 66Q: 3 clusters Score -1.369139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -13691395.000000 Penalty: 5640.955078
	Iteration 67Q: 3 clusters Score -1.36914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -13691390.000000 Penalty: 5640.955078
	Iteration 68Q: 3 clusters Score -1.369139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -13691389.000000 Penalty: 5640.955078
	Iteration 69Q: 3 clusters Score -1.369139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -13691389.000000 Penalty: 5640.955078
	Iteration 70F: 3 clusters Score -1.369139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -43743.941406 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -43743.94 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 168 members 
Entering Unmasked Estep 
Score: -42456.402344 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -42456.4 nChanged 34
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: -42557.484375 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -42557.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42591.847656 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -42591.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42634.972656 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -42634.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42650.570312 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -42650.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42655.886719 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -42655.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42655.886719 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -42655.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Entering Unmasked Estep 
Score: -2370630.750000 Penalty: 2386.958252
	Iteration 0F: 2 clusters Score -2370631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2359690.000000 Penalty: 4773.916504
	Iteration 0F: 3 clusters Score -2359690 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2363323.250000 Penalty: 4773.916504
	Iteration 1F: 3 clusters Score -2363323 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2364113.000000 Penalty: 4773.916504
	Iteration 2F: 3 clusters Score -2364113 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2365095.500000 Penalty: 4773.916504
	Iteration 3F: 3 clusters Score -2365096 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2366273.500000 Penalty: 4773.916504
	Iteration 4F: 3 clusters Score -2366274 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2367280.000000 Penalty: 4773.916504
	Iteration 5F: 3 clusters Score -2367280 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2367948.750000 Penalty: 4773.916504
	Iteration 6F: 3 clusters Score -2367949 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2368331.750000 Penalty: 4773.916504
	Iteration 7Q: 3 clusters Score -2368332 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2368517.750000 Penalty: 4773.916504
	Iteration 8Q: 3 clusters Score -2368518 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2368646.500000 Penalty: 4773.916504
	Iteration 9Q: 3 clusters Score -2368646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2368705.750000 Penalty: 4773.916504
	Iteration 10Q: 3 clusters Score -2368706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2368753.750000 Penalty: 4773.916504
	Iteration 11Q: 3 clusters Score -2368754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2368769.250000 Penalty: 4773.916504
	Iteration 12Q: 3 clusters Score -2368769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2368790.500000 Penalty: 4773.916504
	Iteration 13Q: 3 clusters Score -2368790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2368803.500000 Penalty: 4773.916504
	Iteration 14Q: 3 clusters Score -2368804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2368809.750000 Penalty: 4773.916504
	Iteration 15Q: 3 clusters Score -2368810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2368814.500000 Penalty: 4773.916504
	Iteration 16Q: 3 clusters Score -2368814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2368816.250000 Penalty: 4773.916504
	Iteration 17Q: 3 clusters Score -2368816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2368815.500000 Penalty: 4773.916504
	Iteration 18Q: 3 clusters Score -2368816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2368815.000000 Penalty: 4773.916504
	Iteration 19Q: 3 clusters Score -2368815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2368818.500000 Penalty: 4773.916504
	Iteration 20F: 3 clusters Score -2368818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2368818.500000 Penalty: 4773.916504
	Iteration 21Q: 3 clusters Score -2368818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2368817.750000 Penalty: 4773.916504
	Iteration 22Q: 3 clusters Score -2368818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2368817.250000 Penalty: 4773.916504
	Iteration 23Q: 3 clusters Score -2368817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2368823.500000 Penalty: 4773.916504
	Iteration 24Q: 3 clusters Score -2368824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2368821.000000 Penalty: 4773.916504
	Iteration 25Q: 3 clusters Score -2368821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2368822.500000 Penalty: 4773.916504
	Iteration 26Q: 3 clusters Score -2368822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2368819.750000 Penalty: 4773.916504
	Iteration 27Q: 3 clusters Score -2368820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2368820.250000 Penalty: 4773.916504
	Iteration 28Q: 3 clusters Score -2368820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2368823.000000 Penalty: 4773.916504
	Iteration 29Q: 3 clusters Score -2368823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2368827.750000 Penalty: 4773.916504
	Iteration 30Q: 3 clusters Score -2368828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2368826.500000 Penalty: 4773.916504
	Iteration 31Q: 3 clusters Score -2368826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2368826.250000 Penalty: 4773.916504
	Iteration 32Q: 3 clusters Score -2368826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2368827.750000 Penalty: 4773.916504
	Iteration 33Q: 3 clusters Score -2368828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2368828.250000 Penalty: 4773.916504
	Iteration 34Q: 3 clusters Score -2368828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2368827.000000 Penalty: 4773.916504
	Iteration 35Q: 3 clusters Score -2368827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2368827.000000 Penalty: 4773.916504
	Iteration 36F: 3 clusters Score -2368827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Entering Unmasked Estep 
Score: -2067746.250000 Penalty: 2364.669434
	Iteration 0F: 2 clusters Score -2067746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2057594.125000 Penalty: 4729.338867
	Iteration 0F: 3 clusters Score -2057594 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2060873.125000 Penalty: 4729.338867
	Iteration 1F: 3 clusters Score -2060873 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2061341.875000 Penalty: 4729.338867
	Iteration 2F: 3 clusters Score -2061342 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2061773.875000 Penalty: 4729.338867
	Iteration 3F: 3 clusters Score -2061774 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2062260.000000 Penalty: 4729.338867
	Iteration 4F: 3 clusters Score -2062260 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2062815.875000 Penalty: 4729.338867
	Iteration 5F: 3 clusters Score -2062816 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2063352.875000 Penalty: 4729.338867
	Iteration 6F: 3 clusters Score -2063353 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2063818.875000 Penalty: 4729.338867
	Iteration 7F: 3 clusters Score -2063819 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2064169.000000 Penalty: 4729.338867
	Iteration 8Q: 3 clusters Score -2064169 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2064450.750000 Penalty: 4729.338867
	Iteration 9Q: 3 clusters Score -2064451 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2064671.750000 Penalty: 4729.338867
	Iteration 10Q: 3 clusters Score -2064672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2064848.250000 Penalty: 4729.338867
	Iteration 11Q: 3 clusters Score -2064848 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2064966.125000 Penalty: 4729.338867
	Iteration 12Q: 3 clusters Score -2064966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2065039.500000 Penalty: 4729.338867
	Iteration 13Q: 3 clusters Score -2065040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2065097.250000 Penalty: 4729.338867
	Iteration 14Q: 3 clusters Score -2065097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2065144.875000 Penalty: 4729.338867
	Iteration 15Q: 3 clusters Score -2065145 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2065173.625000 Penalty: 4729.338867
	Iteration 16Q: 3 clusters Score -2065174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2065199.500000 Penalty: 4729.338867
	Iteration 17Q: 3 clusters Score -2065200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2065223.000000 Penalty: 4729.338867
	Iteration 18Q: 3 clusters Score -2065223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2065244.375000 Penalty: 4729.338867
	Iteration 19Q: 3 clusters Score -2065244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2065259.375000 Penalty: 4729.338867
	Iteration 20F: 3 clusters Score -2065259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2065277.875000 Penalty: 4729.338867
	Iteration 21Q: 3 clusters Score -2065278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2065294.625000 Penalty: 4729.338867
	Iteration 22Q: 3 clusters Score -2065295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2065306.375000 Penalty: 4729.338867
	Iteration 23Q: 3 clusters Score -2065306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2065313.625000 Penalty: 4729.338867
	Iteration 24Q: 3 clusters Score -2065314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2065328.375000 Penalty: 4729.338867
	Iteration 25Q: 3 clusters Score -2065328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2065341.000000 Penalty: 4729.338867
	Iteration 26Q: 3 clusters Score -2065341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2065351.875000 Penalty: 4729.338867
	Iteration 27Q: 3 clusters Score -2065352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2065357.875000 Penalty: 4729.338867
	Iteration 28Q: 3 clusters Score -2065358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2065368.500000 Penalty: 4729.338867
	Iteration 29Q: 3 clusters Score -2065368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2065374.000000 Penalty: 4729.338867
	Iteration 30Q: 3 clusters Score -2065374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2065380.125000 Penalty: 4729.338867
	Iteration 31Q: 3 clusters Score -2065380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2065384.000000 Penalty: 4729.338867
	Iteration 32Q: 3 clusters Score -2065384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2065386.750000 Penalty: 4729.338867
	Iteration 33Q: 3 clusters Score -2065387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2065394.500000 Penalty: 4729.338867
	Iteration 34Q: 3 clusters Score -2065394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2065395.500000 Penalty: 4729.338867
	Iteration 35Q: 3 clusters Score -2065396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2065397.125000 Penalty: 4729.338867
	Iteration 36Q: 3 clusters Score -2065397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2065401.750000 Penalty: 4729.338867
	Iteration 37Q: 3 clusters Score -2065402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2065403.125000 Penalty: 4729.338867
	Iteration 38Q: 3 clusters Score -2065403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2065411.375000 Penalty: 4729.338867
	Iteration 39Q: 3 clusters Score -2065411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2065413.750000 Penalty: 4729.338867
	Iteration 40F: 3 clusters Score -2065414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2065422.875000 Penalty: 4729.338867
	Iteration 41Q: 3 clusters Score -2065423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2065428.125000 Penalty: 4729.338867
	Iteration 42Q: 3 clusters Score -2065428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2065438.125000 Penalty: 4729.338867
	Iteration 43Q: 3 clusters Score -2065438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2065437.375000 Penalty: 4729.338867
	Iteration 44Q: 3 clusters Score -2065437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2065457.250000 Penalty: 4729.338867
	Iteration 45Q: 3 clusters Score -2065457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2065473.250000 Penalty: 4729.338867
	Iteration 46Q: 3 clusters Score -2065473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2065495.000000 Penalty: 4729.338867
	Iteration 47Q: 3 clusters Score -2065495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2065521.250000 Penalty: 4729.338867
	Iteration 48Q: 3 clusters Score -2065521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2065561.000000 Penalty: 4729.338867
	Iteration 49Q: 3 clusters Score -2065561 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2065606.125000 Penalty: 4729.338867
	Iteration 50Q: 3 clusters Score -2065606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2065661.125000 Penalty: 4729.338867
	Iteration 51Q: 3 clusters Score -2065661 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2065723.375000 Penalty: 4729.338867
	Iteration 52Q: 3 clusters Score -2065723 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2065790.250000 Penalty: 4729.338867
	Iteration 53Q: 3 clusters Score -2065790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2065863.875000 Penalty: 4729.338867
	Iteration 54Q: 3 clusters Score -2065864 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2065934.625000 Penalty: 4729.338867
	Iteration 55Q: 3 clusters Score -2065935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2065994.875000 Penalty: 4729.338867
	Iteration 56Q: 3 clusters Score -2065995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2066039.500000 Penalty: 4729.338867
	Iteration 57Q: 3 clusters Score -2066040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2066086.500000 Penalty: 4729.338867
	Iteration 58Q: 3 clusters Score -2066086 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2066122.000000 Penalty: 4729.338867
	Iteration 59Q: 3 clusters Score -2066122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2066155.500000 Penalty: 4729.338867
	Iteration 60F: 3 clusters Score -2066156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2066181.125000 Penalty: 4729.338867
	Iteration 61Q: 3 clusters Score -2066181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2066200.125000 Penalty: 4729.338867
	Iteration 62Q: 3 clusters Score -2066200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2066228.750000 Penalty: 4729.338867
	Iteration 63Q: 3 clusters Score -2066229 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2066256.250000 Penalty: 4729.338867
	Iteration 64Q: 3 clusters Score -2066256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2066270.125000 Penalty: 4729.338867
	Iteration 65Q: 3 clusters Score -2066270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2066300.500000 Penalty: 4729.338867
	Iteration 66Q: 3 clusters Score -2066300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2066338.750000 Penalty: 4729.338867
	Iteration 67Q: 3 clusters Score -2066339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2066356.500000 Penalty: 4729.338867
	Iteration 68Q: 3 clusters Score -2066356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2066380.875000 Penalty: 4729.338867
	Iteration 69Q: 3 clusters Score -2066381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2066411.125000 Penalty: 4729.338867
	Iteration 70Q: 3 clusters Score -2066411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2066442.375000 Penalty: 4729.338867
	Iteration 71Q: 3 clusters Score -2066442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2066467.625000 Penalty: 4729.338867
	Iteration 72Q: 3 clusters Score -2066468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2066500.875000 Penalty: 4729.338867
	Iteration 73Q: 3 clusters Score -2066501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2066532.125000 Penalty: 4729.338867
	Iteration 74Q: 3 clusters Score -2066532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2066569.750000 Penalty: 4729.338867
	Iteration 75Q: 3 clusters Score -2066570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2066598.750000 Penalty: 4729.338867
	Iteration 76Q: 3 clusters Score -2066599 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2066635.875000 Penalty: 4729.338867
	Iteration 77Q: 3 clusters Score -2066636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2066676.250000 Penalty: 4729.338867
	Iteration 78Q: 3 clusters Score -2066676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2066705.250000 Penalty: 4729.338867
	Iteration 79Q: 3 clusters Score -2066705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2066730.500000 Penalty: 4729.338867
	Iteration 80F: 3 clusters Score -2066730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2066757.375000 Penalty: 4729.338867
	Iteration 81Q: 3 clusters Score -2066757 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2066780.750000 Penalty: 4729.338867
	Iteration 82Q: 3 clusters Score -2066781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2066796.375000 Penalty: 4729.338867
	Iteration 83Q: 3 clusters Score -2066796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2066810.875000 Penalty: 4729.338867
	Iteration 84Q: 3 clusters Score -2066811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2066833.500000 Penalty: 4729.338867
	Iteration 85Q: 3 clusters Score -2066834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2066840.375000 Penalty: 4729.338867
	Iteration 86Q: 3 clusters Score -2066840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2066858.875000 Penalty: 4729.338867
	Iteration 87Q: 3 clusters Score -2066859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2066863.375000 Penalty: 4729.338867
	Iteration 88Q: 3 clusters Score -2066863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2066871.875000 Penalty: 4729.338867
	Iteration 89Q: 3 clusters Score -2066872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2066879.625000 Penalty: 4729.338867
	Iteration 90Q: 3 clusters Score -2066880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2066882.625000 Penalty: 4729.338867
	Iteration 91Q: 3 clusters Score -2066883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2066885.875000 Penalty: 4729.338867
	Iteration 92Q: 3 clusters Score -2066886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2066890.125000 Penalty: 4729.338867
	Iteration 93Q: 3 clusters Score -2066890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2066886.875000 Penalty: 4729.338867
	Iteration 94Q: 3 clusters Score -2066887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2066884.625000 Penalty: 4729.338867
	Iteration 95Q: 3 clusters Score -2066885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2066889.000000 Penalty: 4729.338867
	Iteration 96Q: 3 clusters Score -2066889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2066891.750000 Penalty: 4729.338867
	Iteration 97Q: 3 clusters Score -2066892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2066891.750000 Penalty: 4729.338867
	Iteration 98Q: 3 clusters Score -2066892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2066893.750000 Penalty: 4729.338867
	Iteration 99Q: 3 clusters Score -2066894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2066891.250000 Penalty: 4729.338867
	Iteration 100F: 3 clusters Score -2066891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2066889.125000 Penalty: 4729.338867
	Iteration 101Q: 3 clusters Score -2066889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2066889.625000 Penalty: 4729.338867
	Iteration 102Q: 3 clusters Score -2066890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2066887.875000 Penalty: 4729.338867
	Iteration 103Q: 3 clusters Score -2066888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2066887.875000 Penalty: 4729.338867
	Iteration 104F: 3 clusters Score -2066888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -1315685.125000 Penalty: 2252.433594
	Iteration 0F: 2 clusters Score -1315685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1308773.125000 Penalty: 4504.867188
	Iteration 0F: 3 clusters Score -1308773 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1310863.125000 Penalty: 4504.867188
	Iteration 1F: 3 clusters Score -1310863 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1311368.250000 Penalty: 4504.867188
	Iteration 2F: 3 clusters Score -1311368 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1311844.000000 Penalty: 4504.867188
	Iteration 3F: 3 clusters Score -1311844 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1312245.625000 Penalty: 4504.867188
	Iteration 4F: 3 clusters Score -1312246 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1312591.625000 Penalty: 4504.867188
	Iteration 5F: 3 clusters Score -1312592 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1312948.625000 Penalty: 4504.867188
	Iteration 6F: 3 clusters Score -1312949 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1313293.375000 Penalty: 4504.867188
	Iteration 7F: 3 clusters Score -1313293 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1313611.500000 Penalty: 4504.867188
	Iteration 8Q: 3 clusters Score -1313612 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1313871.000000 Penalty: 4504.867188
	Iteration 9Q: 3 clusters Score -1313871 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1314071.750000 Penalty: 4504.867188
	Iteration 10Q: 3 clusters Score -1314072 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1314230.375000 Penalty: 4504.867188
	Iteration 11Q: 3 clusters Score -1314230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1314362.625000 Penalty: 4504.867188
	Iteration 12Q: 3 clusters Score -1314363 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1314490.625000 Penalty: 4504.867188
	Iteration 13Q: 3 clusters Score -1314491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1314595.500000 Penalty: 4504.867188
	Iteration 14Q: 3 clusters Score -1314596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1314674.625000 Penalty: 4504.867188
	Iteration 15Q: 3 clusters Score -1314675 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1314721.625000 Penalty: 4504.867188
	Iteration 16Q: 3 clusters Score -1314722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1314743.875000 Penalty: 4504.867188
	Iteration 17Q: 3 clusters Score -1314744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1314765.625000 Penalty: 4504.867188
	Iteration 18Q: 3 clusters Score -1314766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1314773.750000 Penalty: 4504.867188
	Iteration 19Q: 3 clusters Score -1314774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1314793.000000 Penalty: 4504.867188
	Iteration 20F: 3 clusters Score -1314793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1314805.250000 Penalty: 4504.867188
	Iteration 21Q: 3 clusters Score -1314805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1314813.875000 Penalty: 4504.867188
	Iteration 22Q: 3 clusters Score -1314814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1314822.500000 Penalty: 4504.867188
	Iteration 23Q: 3 clusters Score -1314822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1314826.500000 Penalty: 4504.867188
	Iteration 24Q: 3 clusters Score -1314826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1314826.375000 Penalty: 4504.867188
	Iteration 25Q: 3 clusters Score -1314826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1314832.000000 Penalty: 4504.867188
	Iteration 26Q: 3 clusters Score -1314832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1314832.125000 Penalty: 4504.867188
	Iteration 27Q: 3 clusters Score -1314832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1314831.750000 Penalty: 4504.867188
	Iteration 28Q: 3 clusters Score -1314832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1314831.750000 Penalty: 4504.867188
	Iteration 29Q: 3 clusters Score -1314832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1314832.500000 Penalty: 4504.867188
	Iteration 30Q: 3 clusters Score -1314832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1314834.000000 Penalty: 4504.867188
	Iteration 31Q: 3 clusters Score -1314834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1314835.125000 Penalty: 4504.867188
	Iteration 32Q: 3 clusters Score -1314835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1314833.375000 Penalty: 4504.867188
	Iteration 33Q: 3 clusters Score -1314833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1314833.375000 Penalty: 4504.867188
	Iteration 34F: 3 clusters Score -1314833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -29984.345703 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -29984.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29062.748047 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -29062.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29373.714844 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -29373.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29582.150391 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -29582.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29684.996094 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -29685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29739.316406 Penalty: 2754.267822
	Iteration 4F: 3 clusters Score -29739.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29777.312500 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -29777.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29829.162109 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -29829.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29942.142578 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -29942.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29996.908203 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -29996.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30020.537109 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -30020.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30095.423828 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -30095.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30111.744141 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -30111.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30122.847656 Penalty: 2754.267822
	Iteration 12Q: 3 clusters Score -30122.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30125.343750 Penalty: 2754.267822
	Iteration 13F: 3 clusters Score -30125.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30249.132812 Penalty: 2754.267822
	Iteration 14Q: 3 clusters Score -30249.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30269.230469 Penalty: 2754.267822
	Iteration 15Q: 3 clusters Score -30269.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30292.115234 Penalty: 2754.267822
	Iteration 16Q: 3 clusters Score -30292.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30292.115234 Penalty: 2754.267822
	Iteration 17F: 3 clusters Score -30292.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 107 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 151 members 
Entering Unmasked Estep 
Score: -120381064.000000 Penalty: 148260.671875
Splitting cluster 35 changes total score from -120382568.000000 to -120381064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -363380.437500 Penalty: 1933.728271
	Iteration 0F: 2 clusters Score -363380.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -360501.562500 Penalty: 3867.456543
	Iteration 0F: 3 clusters Score -360501.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -361189.468750 Penalty: 3867.456543
	Iteration 1F: 3 clusters Score -361189.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -361537.562500 Penalty: 3867.456543
	Iteration 2F: 3 clusters Score -361537.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -361931.781250 Penalty: 3867.456543
	Iteration 3F: 3 clusters Score -361931.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -362438.843750 Penalty: 3867.456543
	Iteration 4F: 3 clusters Score -362438.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -363137.250000 Penalty: 3867.456543
	Iteration 5F: 3 clusters Score -363137.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -363500.406250 Penalty: 3867.456543
	Iteration 6F: 3 clusters Score -363500.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -363646.343750 Penalty: 3867.456543
	Iteration 7Q: 3 clusters Score -363646.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -363771.843750 Penalty: 3867.456543
	Iteration 8Q: 3 clusters Score -363771.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -363879.562500 Penalty: 3867.456543
	Iteration 9Q: 3 clusters Score -363879.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -363960.281250 Penalty: 3867.456543
	Iteration 10Q: 3 clusters Score -363960.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -364011.906250 Penalty: 3867.456543
	Iteration 11Q: 3 clusters Score -364011.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -364063.968750 Penalty: 3867.456543
	Iteration 12Q: 3 clusters Score -364064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -364103.531250 Penalty: 3867.456543
	Iteration 13Q: 3 clusters Score -364103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -364137.000000 Penalty: 3867.456543
	Iteration 14Q: 3 clusters Score -364137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -364156.531250 Penalty: 3867.456543
	Iteration 15Q: 3 clusters Score -364156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -364163.312500 Penalty: 3867.456543
	Iteration 16Q: 3 clusters Score -364163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -364165.718750 Penalty: 3867.456543
	Iteration 17Q: 3 clusters Score -364165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -364166.406250 Penalty: 3867.456543
	Iteration 18Q: 3 clusters Score -364166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -364171.656250 Penalty: 3867.456543
	Iteration 19F: 3 clusters Score -364171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -364181.531250 Penalty: 3867.456543
	Iteration 20F: 3 clusters Score -364181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -364184.312500 Penalty: 3867.456543
	Iteration 21Q: 3 clusters Score -364184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -364186.437500 Penalty: 3867.456543
	Iteration 22Q: 3 clusters Score -364186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -364188.156250 Penalty: 3867.456543
	Iteration 23Q: 3 clusters Score -364188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -364193.468750 Penalty: 3867.456543
	Iteration 24Q: 3 clusters Score -364193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -364195.375000 Penalty: 3867.456543
	Iteration 25Q: 3 clusters Score -364195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -364196.593750 Penalty: 3867.456543
	Iteration 26Q: 3 clusters Score -364196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -364196.718750 Penalty: 3867.456543
	Iteration 27Q: 3 clusters Score -364196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -364196.718750 Penalty: 3867.456543
	Iteration 28F: 3 clusters Score -364196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1789 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 645 members 
Entering Unmasked Estep 
Score: -120382144.000000 Penalty: 148260.671875
Splitting cluster 36 changes total score from -120382568.000000 to -120382144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 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 507 members 
Entering Unmasked Estep 
Score: -150462.968750 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150463 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150753.796875 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150753.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150857.531250 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150857.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150905.078125 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150905.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150944.328125 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -150944.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150991.531250 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -150991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -151047.859375 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -151047.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -151136.015625 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -151136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -151294.656250 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -151294.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -151561.453125 Penalty: 3431.181885
	Iteration 9F: 3 clusters Score -151561.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152010.265625 Penalty: 3431.181885
	Iteration 10F: 3 clusters Score -152010.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152391.781250 Penalty: 3431.181885
	Iteration 11F: 3 clusters Score -152391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152466.671875 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -152466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152488.640625 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -152488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152503.046875 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -152503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152509.515625 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -152509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -152512.890625 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -152512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -152512.890625 Penalty: 3431.181885
	Iteration 17F: 3 clusters Score -152512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 349 members 
Entering Unmasked Estep 
Score: -120380768.000000 Penalty: 148260.671875
Splitting cluster 37 changes total score from -120382568.000000 to -120380768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -908158.312500 Penalty: 2160.151855
	Iteration 0F: 2 clusters Score -908158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -902980.437500 Penalty: 4320.303711
	Iteration 0F: 3 clusters Score -902980.4 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -904306.812500 Penalty: 4320.303711
	Iteration 1F: 3 clusters Score -904306.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -904579.937500 Penalty: 4320.303711
	Iteration 2F: 3 clusters Score -904579.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -904730.500000 Penalty: 4320.303711
	Iteration 3Q: 3 clusters Score -904730.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -904848.062500 Penalty: 4320.303711
	Iteration 4Q: 3 clusters Score -904848.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -904940.812500 Penalty: 4320.303711
	Iteration 5Q: 3 clusters Score -904940.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -905027.812500 Penalty: 4320.303711
	Iteration 6Q: 3 clusters Score -905027.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -905103.250000 Penalty: 4320.303711
	Iteration 7Q: 3 clusters Score -905103.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -905166.312500 Penalty: 4320.303711
	Iteration 8Q: 3 clusters Score -905166.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -905241.937500 Penalty: 4320.303711
	Iteration 9Q: 3 clusters Score -905241.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -905313.062500 Penalty: 4320.303711
	Iteration 10Q: 3 clusters Score -905313.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -905377.000000 Penalty: 4320.303711
	Iteration 11Q: 3 clusters Score -905377 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -905420.125000 Penalty: 4320.303711
	Iteration 12Q: 3 clusters Score -905420.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -905465.250000 Penalty: 4320.303711
	Iteration 13Q: 3 clusters Score -905465.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -905504.375000 Penalty: 4320.303711
	Iteration 14Q: 3 clusters Score -905504.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -905543.875000 Penalty: 4320.303711
	Iteration 15Q: 3 clusters Score -905543.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -905588.750000 Penalty: 4320.303711
	Iteration 16Q: 3 clusters Score -905588.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -905640.687500 Penalty: 4320.303711
	Iteration 17Q: 3 clusters Score -905640.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -905699.250000 Penalty: 4320.303711
	Iteration 18Q: 3 clusters Score -905699.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -905753.812500 Penalty: 4320.303711
	Iteration 19Q: 3 clusters Score -905753.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -905801.750000 Penalty: 4320.303711
	Iteration 20F: 3 clusters Score -905801.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -905850.250000 Penalty: 4320.303711
	Iteration 21Q: 3 clusters Score -905850.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -905891.312500 Penalty: 4320.303711
	Iteration 22Q: 3 clusters Score -905891.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -905937.562500 Penalty: 4320.303711
	Iteration 23Q: 3 clusters Score -905937.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -905982.500000 Penalty: 4320.303711
	Iteration 24Q: 3 clusters Score -905982.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -906029.750000 Penalty: 4320.303711
	Iteration 25Q: 3 clusters Score -906029.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -906070.062500 Penalty: 4320.303711
	Iteration 26Q: 3 clusters Score -906070.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -906105.437500 Penalty: 4320.303711
	Iteration 27Q: 3 clusters Score -906105.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -906135.812500 Penalty: 4320.303711
	Iteration 28Q: 3 clusters Score -906135.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -906172.562500 Penalty: 4320.303711
	Iteration 29Q: 3 clusters Score -906172.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -906205.687500 Penalty: 4320.303711
	Iteration 30Q: 3 clusters Score -906205.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -906232.937500 Penalty: 4320.303711
	Iteration 31Q: 3 clusters Score -906232.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -906255.250000 Penalty: 4320.303711
	Iteration 32Q: 3 clusters Score -906255.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -906274.875000 Penalty: 4320.303711
	Iteration 33Q: 3 clusters Score -906274.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -906295.500000 Penalty: 4320.303711
	Iteration 34Q: 3 clusters Score -906295.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -906310.687500 Penalty: 4320.303711
	Iteration 35Q: 3 clusters Score -906310.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -906323.625000 Penalty: 4320.303711
	Iteration 36Q: 3 clusters Score -906323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -906329.312500 Penalty: 4320.303711
	Iteration 37Q: 3 clusters Score -906329.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -906335.375000 Penalty: 4320.303711
	Iteration 38Q: 3 clusters Score -906335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -906337.375000 Penalty: 4320.303711
	Iteration 39Q: 3 clusters Score -906337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -906338.750000 Penalty: 4320.303711
	Iteration 40F: 3 clusters Score -906338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -906343.187500 Penalty: 4320.303711
	Iteration 41Q: 3 clusters Score -906343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -906351.750000 Penalty: 4320.303711
	Iteration 42Q: 3 clusters Score -906351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -906354.312500 Penalty: 4320.303711
	Iteration 43Q: 3 clusters Score -906354.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -906361.250000 Penalty: 4320.303711
	Iteration 44Q: 3 clusters Score -906361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -906361.937500 Penalty: 4320.303711
	Iteration 45Q: 3 clusters Score -906361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -906363.437500 Penalty: 4320.303711
	Iteration 46Q: 3 clusters Score -906363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -906370.375000 Penalty: 4320.303711
	Iteration 47Q: 3 clusters Score -906370.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -906376.062500 Penalty: 4320.303711
	Iteration 48Q: 3 clusters Score -906376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -906381.062500 Penalty: 4320.303711
	Iteration 49Q: 3 clusters Score -906381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -906389.062500 Penalty: 4320.303711
	Iteration 50Q: 3 clusters Score -906389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -906398.437500 Penalty: 4320.303711
	Iteration 51Q: 3 clusters Score -906398.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -906399.625000 Penalty: 4320.303711
	Iteration 52Q: 3 clusters Score -906399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -906404.875000 Penalty: 4320.303711
	Iteration 53Q: 3 clusters Score -906404.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -906409.062500 Penalty: 4320.303711
	Iteration 54Q: 3 clusters Score -906409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -906416.187500 Penalty: 4320.303711
	Iteration 55Q: 3 clusters Score -906416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -906420.250000 Penalty: 4320.303711
	Iteration 56Q: 3 clusters Score -906420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -906422.375000 Penalty: 4320.303711
	Iteration 57Q: 3 clusters Score -906422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -906428.687500 Penalty: 4320.303711
	Iteration 58Q: 3 clusters Score -906428.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -906438.312500 Penalty: 4320.303711
	Iteration 59Q: 3 clusters Score -906438.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -906445.250000 Penalty: 4320.303711
	Iteration 60F: 3 clusters Score -906445.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -906448.750000 Penalty: 4320.303711
	Iteration 61Q: 3 clusters Score -906448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -906450.312500 Penalty: 4320.303711
	Iteration 62Q: 3 clusters Score -906450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -906452.937500 Penalty: 4320.303711
	Iteration 63Q: 3 clusters Score -906452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -906456.875000 Penalty: 4320.303711
	Iteration 64Q: 3 clusters Score -906456.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -906463.312500 Penalty: 4320.303711
	Iteration 65Q: 3 clusters Score -906463.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -906470.937500 Penalty: 4320.303711
	Iteration 66Q: 3 clusters Score -906470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -906477.687500 Penalty: 4320.303711
	Iteration 67Q: 3 clusters Score -906477.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -906485.687500 Penalty: 4320.303711
	Iteration 68Q: 3 clusters Score -906485.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -906488.312500 Penalty: 4320.303711
	Iteration 69Q: 3 clusters Score -906488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -906491.687500 Penalty: 4320.303711
	Iteration 70Q: 3 clusters Score -906491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -906499.125000 Penalty: 4320.303711
	Iteration 71Q: 3 clusters Score -906499.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -906508.375000 Penalty: 4320.303711
	Iteration 72Q: 3 clusters Score -906508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -906518.125000 Penalty: 4320.303711
	Iteration 73Q: 3 clusters Score -906518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -906520.812500 Penalty: 4320.303711
	Iteration 74Q: 3 clusters Score -906520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -906524.437500 Penalty: 4320.303711
	Iteration 75Q: 3 clusters Score -906524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -906528.187500 Penalty: 4320.303711
	Iteration 76Q: 3 clusters Score -906528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -906534.625000 Penalty: 4320.303711
	Iteration 77Q: 3 clusters Score -906534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -906541.125000 Penalty: 4320.303711
	Iteration 78Q: 3 clusters Score -906541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -906552.687500 Penalty: 4320.303711
	Iteration 79Q: 3 clusters Score -906552.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -906558.375000 Penalty: 4320.303711
	Iteration 80F: 3 clusters Score -906558.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -906568.625000 Penalty: 4320.303711
	Iteration 81Q: 3 clusters Score -906568.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -906576.687500 Penalty: 4320.303711
	Iteration 82Q: 3 clusters Score -906576.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -906587.375000 Penalty: 4320.303711
	Iteration 83Q: 3 clusters Score -906587.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -906597.625000 Penalty: 4320.303711
	Iteration 84Q: 3 clusters Score -906597.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -906614.562500 Penalty: 4320.303711
	Iteration 85Q: 3 clusters Score -906614.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -906634.125000 Penalty: 4320.303711
	Iteration 86Q: 3 clusters Score -906634.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -906655.187500 Penalty: 4320.303711
	Iteration 87Q: 3 clusters Score -906655.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -906673.500000 Penalty: 4320.303711
	Iteration 88Q: 3 clusters Score -906673.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -906696.750000 Penalty: 4320.303711
	Iteration 89Q: 3 clusters Score -906696.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -906712.937500 Penalty: 4320.303711
	Iteration 90Q: 3 clusters Score -906712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -906722.437500 Penalty: 4320.303711
	Iteration 91Q: 3 clusters Score -906722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -906729.125000 Penalty: 4320.303711
	Iteration 92Q: 3 clusters Score -906729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -906730.187500 Penalty: 4320.303711
	Iteration 93Q: 3 clusters Score -906730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -906731.062500 Penalty: 4320.303711
	Iteration 94Q: 3 clusters Score -906731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -906736.812500 Penalty: 4320.303711
	Iteration 95Q: 3 clusters Score -906736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -906736.375000 Penalty: 4320.303711
	Iteration 96Q: 3 clusters Score -906736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -906740.312500 Penalty: 4320.303711
	Iteration 97Q: 3 clusters Score -906740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -906740.062500 Penalty: 4320.303711
	Iteration 98Q: 3 clusters Score -906740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -906740.187500 Penalty: 4320.303711
	Iteration 99Q: 3 clusters Score -906740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -906743.437500 Penalty: 4320.303711
	Iteration 100F: 3 clusters Score -906743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -906743.062500 Penalty: 4320.303711
	Iteration 101Q: 3 clusters Score -906743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -906741.000000 Penalty: 4320.303711
	Iteration 102Q: 3 clusters Score -906741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -906741.000000 Penalty: 4320.303711
	Iteration 103F: 3 clusters Score -906741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Entering Unmasked Estep 
Score: -5898043.000000 Penalty: 2614.924805
	Iteration 0F: 2 clusters Score -5898043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5872094.000000 Penalty: 5229.849609
	Iteration 0F: 3 clusters Score -5872094 nChanged 17460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5882060.000000 Penalty: 5229.849609
	Iteration 1F: 3 clusters Score -5882060 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -5882831.500000 Penalty: 5229.849609
	Iteration 2F: 3 clusters Score -5882832 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5884002.000000 Penalty: 5229.849609
	Iteration 3F: 3 clusters Score -5884002 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -5885646.000000 Penalty: 5229.849609
	Iteration 4F: 3 clusters Score -5885646 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5887661.000000 Penalty: 5229.849609
	Iteration 5F: 3 clusters Score -5887661 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5889843.000000 Penalty: 5229.849609
	Iteration 6F: 3 clusters Score -5889843 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5891755.500000 Penalty: 5229.849609
	Iteration 7F: 3 clusters Score -5891756 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -5893379.000000 Penalty: 5229.849609
	Iteration 8Q: 3 clusters Score -5893379 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5894408.000000 Penalty: 5229.849609
	Iteration 9Q: 3 clusters Score -5894408 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5895065.000000 Penalty: 5229.849609
	Iteration 10Q: 3 clusters Score -5895065 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5895407.500000 Penalty: 5229.849609
	Iteration 11Q: 3 clusters Score -5895408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5895551.000000 Penalty: 5229.849609
	Iteration 12Q: 3 clusters Score -5895551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5895654.000000 Penalty: 5229.849609
	Iteration 13Q: 3 clusters Score -5895654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5895740.000000 Penalty: 5229.849609
	Iteration 14Q: 3 clusters Score -5895740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5895797.000000 Penalty: 5229.849609
	Iteration 15Q: 3 clusters Score -5895797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5895837.000000 Penalty: 5229.849609
	Iteration 16Q: 3 clusters Score -5895837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5895861.500000 Penalty: 5229.849609
	Iteration 17Q: 3 clusters Score -5895862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5895880.500000 Penalty: 5229.849609
	Iteration 18Q: 3 clusters Score -5895880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5895889.500000 Penalty: 5229.849609
	Iteration 19Q: 3 clusters Score -5895890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5895909.000000 Penalty: 5229.849609
	Iteration 20F: 3 clusters Score -5895909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5895911.000000 Penalty: 5229.849609
	Iteration 21Q: 3 clusters Score -5895911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5895910.500000 Penalty: 5229.849609
	Iteration 22Q: 3 clusters Score -5895910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5895910.000000 Penalty: 5229.849609
	Iteration 23Q: 3 clusters Score -5895910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5895910.000000 Penalty: 5229.849609
	Iteration 24Q: 3 clusters Score -5895910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5895913.000000 Penalty: 5229.849609
	Iteration 25Q: 3 clusters Score -5895913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5895914.500000 Penalty: 5229.849609
	Iteration 26Q: 3 clusters Score -5895914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5895915.500000 Penalty: 5229.849609
	Iteration 27Q: 3 clusters Score -5895916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -5895922.500000 Penalty: 5229.849609
	Iteration 28Q: 3 clusters Score -5895922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5895918.000000 Penalty: 5229.849609
	Iteration 29Q: 3 clusters Score -5895918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5895925.000000 Penalty: 5229.849609
	Iteration 30Q: 3 clusters Score -5895925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5895925.000000 Penalty: 5229.849609
	Iteration 31Q: 3 clusters Score -5895925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5895924.500000 Penalty: 5229.849609
	Iteration 32Q: 3 clusters Score -5895924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5895921.500000 Penalty: 5229.849609
	Iteration 33Q: 3 clusters Score -5895922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5895933.000000 Penalty: 5229.849609
	Iteration 34Q: 3 clusters Score -5895933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5895928.000000 Penalty: 5229.849609
	Iteration 35Q: 3 clusters Score -5895928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5895931.000000 Penalty: 5229.849609
	Iteration 36Q: 3 clusters Score -5895931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5895932.000000 Penalty: 5229.849609
	Iteration 37Q: 3 clusters Score -5895932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5895932.000000 Penalty: 5229.849609
	Iteration 38F: 3 clusters Score -5895932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Entering Unmasked Estep 
Score: -914632.125000 Penalty: 2160.682861
	Iteration 0F: 2 clusters Score -914632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -909419.250000 Penalty: 4321.365723
	Iteration 0F: 3 clusters Score -909419.2 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -910792.750000 Penalty: 4321.365723
	Iteration 1F: 3 clusters Score -910792.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -911084.875000 Penalty: 4321.365723
	Iteration 2F: 3 clusters Score -911084.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -911314.687500 Penalty: 4321.365723
	Iteration 3F: 3 clusters Score -911314.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -911532.500000 Penalty: 4321.365723
	Iteration 4F: 3 clusters Score -911532.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -911706.375000 Penalty: 4321.365723
	Iteration 5Q: 3 clusters Score -911706.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -911876.750000 Penalty: 4321.365723
	Iteration 6Q: 3 clusters Score -911876.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -912049.750000 Penalty: 4321.365723
	Iteration 7Q: 3 clusters Score -912049.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -912221.062500 Penalty: 4321.365723
	Iteration 8Q: 3 clusters Score -912221.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -912377.187500 Penalty: 4321.365723
	Iteration 9Q: 3 clusters Score -912377.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -912526.625000 Penalty: 4321.365723
	Iteration 10Q: 3 clusters Score -912526.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -912639.187500 Penalty: 4321.365723
	Iteration 11Q: 3 clusters Score -912639.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -912737.375000 Penalty: 4321.365723
	Iteration 12Q: 3 clusters Score -912737.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -912812.437500 Penalty: 4321.365723
	Iteration 13Q: 3 clusters Score -912812.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -912871.437500 Penalty: 4321.365723
	Iteration 14Q: 3 clusters Score -912871.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -912922.812500 Penalty: 4321.365723
	Iteration 15Q: 3 clusters Score -912922.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -912959.312500 Penalty: 4321.365723
	Iteration 16Q: 3 clusters Score -912959.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -912982.562500 Penalty: 4321.365723
	Iteration 17Q: 3 clusters Score -912982.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -912995.187500 Penalty: 4321.365723
	Iteration 18Q: 3 clusters Score -912995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -913009.437500 Penalty: 4321.365723
	Iteration 19Q: 3 clusters Score -913009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -913018.937500 Penalty: 4321.365723
	Iteration 20F: 3 clusters Score -913018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -913027.562500 Penalty: 4321.365723
	Iteration 21Q: 3 clusters Score -913027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -913031.562500 Penalty: 4321.365723
	Iteration 22Q: 3 clusters Score -913031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -913038.500000 Penalty: 4321.365723
	Iteration 23Q: 3 clusters Score -913038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -913039.875000 Penalty: 4321.365723
	Iteration 24Q: 3 clusters Score -913039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -913038.625000 Penalty: 4321.365723
	Iteration 25Q: 3 clusters Score -913038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -913038.625000 Penalty: 4321.365723
	Iteration 26F: 3 clusters Score -913038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -166525.968750 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -166526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -164527.906250 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -164527.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -164877.078125 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -164877.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -164993.109375 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -164993.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165048.812500 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -165048.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165108.984375 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -165109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165157.031250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -165157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165189.265625 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -165189.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -165197.562500 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -165197.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165208.546875 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -165208.5 nChanged 6
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: -165213.343750 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -165213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -165218.125000 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -165218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165219.687500 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -165219.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -165224.890625 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -165224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -165238.265625 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -165238.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -165246.125000 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -165246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165259.218750 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -165259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165271.390625 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -165271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165284.718750 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -165284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165298.468750 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -165298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165313.281250 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -165313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165319.828125 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -165319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165344.562500 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -165344.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165368.375000 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -165368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165391.781250 Penalty: 3486.866699
	Iteration 23Q: 3 clusters Score -165391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165402.781250 Penalty: 3486.866699
	Iteration 24Q: 3 clusters Score -165402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165409.109375 Penalty: 3486.866699
	Iteration 25Q: 3 clusters Score -165409.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165420.390625 Penalty: 3486.866699
	Iteration 26Q: 3 clusters Score -165420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165427.531250 Penalty: 3486.866699
	Iteration 27Q: 3 clusters Score -165427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165429.921875 Penalty: 3486.866699
	Iteration 28Q: 3 clusters Score -165429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165431.140625 Penalty: 3486.866699
	Iteration 29Q: 3 clusters Score -165431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -165434.906250 Penalty: 3486.866699
	Iteration 30Q: 3 clusters Score -165434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -165434.906250 Penalty: 3486.866699
	Iteration 31F: 3 clusters Score -165434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Entering Unmasked Estep 
Score: -1668681.625000 Penalty: 2318.609619
	Iteration 0F: 2 clusters Score -1668682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1660114.250000 Penalty: 4637.219238
	Iteration 0F: 3 clusters Score -1660114 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1663098.375000 Penalty: 4637.219238
	Iteration 1F: 3 clusters Score -1663098 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1663837.875000 Penalty: 4637.219238
	Iteration 2F: 3 clusters Score -1663838 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1664539.500000 Penalty: 4637.219238
	Iteration 3F: 3 clusters Score -1664540 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1665142.125000 Penalty: 4637.219238
	Iteration 4F: 3 clusters Score -1665142 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1665603.500000 Penalty: 4637.219238
	Iteration 5F: 3 clusters Score -1665604 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1665950.750000 Penalty: 4637.219238
	Iteration 6Q: 3 clusters Score -1665951 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1666240.000000 Penalty: 4637.219238
	Iteration 7Q: 3 clusters Score -1666240 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1666507.375000 Penalty: 4637.219238
	Iteration 8Q: 3 clusters Score -1666507 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1666772.750000 Penalty: 4637.219238
	Iteration 9Q: 3 clusters Score -1666773 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1666995.625000 Penalty: 4637.219238
	Iteration 10Q: 3 clusters Score -1666996 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1667177.000000 Penalty: 4637.219238
	Iteration 11Q: 3 clusters Score -1667177 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1667316.625000 Penalty: 4637.219238
	Iteration 12Q: 3 clusters Score -1667317 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1667419.375000 Penalty: 4637.219238
	Iteration 13Q: 3 clusters Score -1667419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1667470.750000 Penalty: 4637.219238
	Iteration 14Q: 3 clusters Score -1667471 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1667515.875000 Penalty: 4637.219238
	Iteration 15Q: 3 clusters Score -1667516 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1667538.250000 Penalty: 4637.219238
	Iteration 16Q: 3 clusters Score -1667538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1667548.750000 Penalty: 4637.219238
	Iteration 17Q: 3 clusters Score -1667549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1667561.125000 Penalty: 4637.219238
	Iteration 18Q: 3 clusters Score -1667561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1667572.875000 Penalty: 4637.219238
	Iteration 19Q: 3 clusters Score -1667573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1667586.125000 Penalty: 4637.219238
	Iteration 20F: 3 clusters Score -1667586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1667589.750000 Penalty: 4637.219238
	Iteration 21Q: 3 clusters Score -1667590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1667599.250000 Penalty: 4637.219238
	Iteration 22Q: 3 clusters Score -1667599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1667600.750000 Penalty: 4637.219238
	Iteration 23Q: 3 clusters Score -1667601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1667608.000000 Penalty: 4637.219238
	Iteration 24Q: 3 clusters Score -1667608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1667617.500000 Penalty: 4637.219238
	Iteration 25Q: 3 clusters Score -1667618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1667620.875000 Penalty: 4637.219238
	Iteration 26Q: 3 clusters Score -1667621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1667624.125000 Penalty: 4637.219238
	Iteration 27Q: 3 clusters Score -1667624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1667630.500000 Penalty: 4637.219238
	Iteration 28Q: 3 clusters Score -1667630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1667631.250000 Penalty: 4637.219238
	Iteration 29Q: 3 clusters Score -1667631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1667634.500000 Penalty: 4637.219238
	Iteration 30Q: 3 clusters Score -1667634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1667638.125000 Penalty: 4637.219238
	Iteration 31Q: 3 clusters Score -1667638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1667638.250000 Penalty: 4637.219238
	Iteration 32Q: 3 clusters Score -1667638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1667639.750000 Penalty: 4637.219238
	Iteration 33Q: 3 clusters Score -1667640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1667646.750000 Penalty: 4637.219238
	Iteration 34Q: 3 clusters Score -1667647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1667648.375000 Penalty: 4637.219238
	Iteration 35Q: 3 clusters Score -1667648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1667651.125000 Penalty: 4637.219238
	Iteration 36Q: 3 clusters Score -1667651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1667647.500000 Penalty: 4637.219238
	Iteration 37Q: 3 clusters Score -1667648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1667651.500000 Penalty: 4637.219238
	Iteration 38Q: 3 clusters Score -1667652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1667648.875000 Penalty: 4637.219238
	Iteration 39Q: 3 clusters Score -1667649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1667652.875000 Penalty: 4637.219238
	Iteration 40F: 3 clusters Score -1667653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1667656.625000 Penalty: 4637.219238
	Iteration 41Q: 3 clusters Score -1667657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1667659.000000 Penalty: 4637.219238
	Iteration 42Q: 3 clusters Score -1667659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1667657.625000 Penalty: 4637.219238
	Iteration 43Q: 3 clusters Score -1667658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1667659.375000 Penalty: 4637.219238
	Iteration 44Q: 3 clusters Score -1667659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1667659.500000 Penalty: 4637.219238
	Iteration 45Q: 3 clusters Score -1667660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1667661.000000 Penalty: 4637.219238
	Iteration 46Q: 3 clusters Score -1667661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1667662.375000 Penalty: 4637.219238
	Iteration 47Q: 3 clusters Score -1667662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1667661.250000 Penalty: 4637.219238
	Iteration 48Q: 3 clusters Score -1667661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1667661.875000 Penalty: 4637.219238
	Iteration 49Q: 3 clusters Score -1667662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1667663.750000 Penalty: 4637.219238
	Iteration 50Q: 3 clusters Score -1667664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1667662.875000 Penalty: 4637.219238
	Iteration 51Q: 3 clusters Score -1667663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1667663.625000 Penalty: 4637.219238
	Iteration 52Q: 3 clusters Score -1667664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1667667.000000 Penalty: 4637.219238
	Iteration 53Q: 3 clusters Score -1667667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1667669.625000 Penalty: 4637.219238
	Iteration 54Q: 3 clusters Score -1667670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1667668.000000 Penalty: 4637.219238
	Iteration 55Q: 3 clusters Score -1667668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1667668.250000 Penalty: 4637.219238
	Iteration 56Q: 3 clusters Score -1667668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1667668.250000 Penalty: 4637.219238
	Iteration 57F: 3 clusters Score -1667668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 23178 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103556 members 
Mstep: Class 19 contains 22350 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16504 members 
Mstep: Class 28 contains 22293 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86933 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15136 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8799 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6065 members 
Mstep: Class 39 contains 37951 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383368.000000 Penalty: 144891.109375
Iteration 159Q: 44 clusters Score -1.203834e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 36444 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 63065 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35305 members 
Mstep: Class 8 contains 47041 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 23191 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 53923 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103569 members 
Mstep: Class 19 contains 22222 members 
Mstep: Class 20 contains 4515 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56261 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16501 members 
Mstep: Class 28 contains 22328 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 86730 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 13753 members 
Mstep: Class 34 contains 8828 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6041 members 
Mstep: Class 39 contains 37950 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11497 members 
Mstep: Class 43 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120384320.000000 Penalty: 144891.109375
Iteration 160F: 44 clusters Score -1.203843e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 36440 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 63060 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35288 members 
Mstep: Class 8 contains 47040 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 19385 members 
Mstep: Class 11 contains 23181 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 53853 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103346 members 
Mstep: Class 19 contains 22094 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 13260 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16500 members 
Mstep: Class 28 contains 22161 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86600 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15133 members 
Mstep: Class 33 contains 13728 members 
Mstep: Class 34 contains 8796 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6007 members 
Mstep: Class 39 contains 37949 members 
Mstep: Class 40 contains 6056 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11501 members 
Mstep: Class 43 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120385048.000000 Penalty: 144891.109375
Iteration 161Q: 44 clusters Score -1.20385e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 36431 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 63054 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 47046 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19398 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 53805 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7370 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103161 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 4557 members 
Mstep: Class 21 contains 13244 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56259 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16497 members 
Mstep: Class 28 contains 22035 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86521 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15130 members 
Mstep: Class 33 contains 13697 members 
Mstep: Class 34 contains 8763 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5986 members 
Mstep: Class 39 contains 37952 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11522 members 
Mstep: Class 43 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120385496.000000 Penalty: 144891.109375
Iteration 162Q: 44 clusters Score -1.203855e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 36421 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 63043 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35268 members 
Mstep: Class 8 contains 47050 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 19417 members 
Mstep: Class 11 contains 23179 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 53777 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 103007 members 
Mstep: Class 19 contains 21864 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 13231 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56263 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 21921 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86458 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15127 members 
Mstep: Class 33 contains 13686 members 
Mstep: Class 34 contains 8712 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5967 members 
Mstep: Class 39 contains 37959 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11530 members 
Mstep: Class 43 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386120.000000 Penalty: 144891.109375
Iteration 163Q: 44 clusters Score -1.203861e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 36407 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 63039 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35252 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 19433 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44611 members 
Mstep: Class 14 contains 53768 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 102859 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 13231 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16488 members 
Mstep: Class 28 contains 21803 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86416 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15122 members 
Mstep: Class 33 contains 13691 members 
Mstep: Class 34 contains 8660 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5956 members 
Mstep: Class 39 contains 37954 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11539 members 
Mstep: Class 43 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386336.000000 Penalty: 144891.109375
Iteration 164Q: 44 clusters Score -1.203863e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 36395 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 63028 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35246 members 
Mstep: Class 8 contains 47044 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 19443 members 
Mstep: Class 11 contains 23183 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44606 members 
Mstep: Class 14 contains 53757 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 102751 members 
Mstep: Class 19 contains 21689 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 13221 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56265 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16483 members 
Mstep: Class 28 contains 21720 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86374 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15120 members 
Mstep: Class 33 contains 13688 members 
Mstep: Class 34 contains 8603 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5948 members 
Mstep: Class 39 contains 37950 members 
Mstep: Class 40 contains 6062 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11553 members 
Mstep: Class 43 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386424.000000 Penalty: 144891.109375
Iteration 165Q: 44 clusters Score -1.203864e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 36384 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 63023 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35237 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 19465 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 53741 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 102655 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 13210 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56266 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16480 members 
Mstep: Class 28 contains 21632 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86353 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15119 members 
Mstep: Class 33 contains 13697 members 
Mstep: Class 34 contains 8562 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2437 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5946 members 
Mstep: Class 39 contains 37939 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11563 members 
Mstep: Class 43 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386704.000000 Penalty: 144891.109375
Iteration 166Q: 44 clusters Score -1.203867e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1417 members 
Mstep: Class 3 contains 36377 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 63008 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 47051 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 19480 members 
Mstep: Class 11 contains 23162 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44616 members 
Mstep: Class 14 contains 53738 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 102582 members 
Mstep: Class 19 contains 21516 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 13202 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 56270 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 16479 members 
Mstep: Class 28 contains 21526 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86346 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15119 members 
Mstep: Class 33 contains 13709 members 
Mstep: Class 34 contains 8519 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2440 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5944 members 
Mstep: Class 39 contains 37933 members 
Mstep: Class 40 contains 6061 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11570 members 
Mstep: Class 43 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387080.000000 Penalty: 144891.109375
Iteration 167Q: 44 clusters Score -1.203871e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 36349 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 63004 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35234 members 
Mstep: Class 8 contains 47057 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19493 members 
Mstep: Class 11 contains 23151 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44619 members 
Mstep: Class 14 contains 53727 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7463 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 102518 members 
Mstep: Class 19 contains 21441 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 13194 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 56272 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 16475 members 
Mstep: Class 28 contains 21445 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86340 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15120 members 
Mstep: Class 33 contains 13721 members 
Mstep: Class 34 contains 8492 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2441 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5946 members 
Mstep: Class 39 contains 37926 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11582 members 
Mstep: Class 43 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387160.000000 Penalty: 144891.109375
Iteration 168Q: 44 clusters Score -1.203872e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 36342 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 63004 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35237 members 
Mstep: Class 8 contains 47054 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44621 members 
Mstep: Class 14 contains 53717 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 102470 members 
Mstep: Class 19 contains 21373 members 
Mstep: Class 20 contains 4607 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 56269 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 16473 members 
Mstep: Class 28 contains 21369 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86331 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15117 members 
Mstep: Class 33 contains 13735 members 
Mstep: Class 34 contains 8469 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2442 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5947 members 
Mstep: Class 39 contains 37922 members 
Mstep: Class 40 contains 6055 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11588 members 
Mstep: Class 43 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387480.000000 Penalty: 144891.109375
Iteration 169Q: 44 clusters Score -1.203875e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 36332 members 
Mstep: Class 4 contains 6300 members 
Mstep: Class 5 contains 62992 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 47056 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19516 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44621 members 
Mstep: Class 14 contains 53706 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 102434 members 
Mstep: Class 19 contains 21317 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 13185 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 56269 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 16471 members 
Mstep: Class 28 contains 21315 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86318 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15116 members 
Mstep: Class 33 contains 13741 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2442 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5951 members 
Mstep: Class 39 contains 37926 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11607 members 
Mstep: Class 43 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387416.000000 Penalty: 144891.109375
Iteration 170Q: 44 clusters Score -1.203874e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 36317 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 62980 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35227 members 
Mstep: Class 8 contains 47062 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19525 members 
Mstep: Class 11 contains 23137 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44625 members 
Mstep: Class 14 contains 53698 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 102412 members 
Mstep: Class 19 contains 21268 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 56269 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16470 members 
Mstep: Class 28 contains 21275 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86304 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15114 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 8437 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2442 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5954 members 
Mstep: Class 39 contains 37925 members 
Mstep: Class 40 contains 6056 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11621 members 
Mstep: Class 43 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387608.000000 Penalty: 144891.109375
Iteration 171Q: 44 clusters Score -1.203876e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 36316 members 
Mstep: Class 4 contains 6285 members 
Mstep: Class 5 contains 62971 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 47069 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19533 members 
Mstep: Class 11 contains 23136 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44624 members 
Mstep: Class 14 contains 53690 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 102391 members 
Mstep: Class 19 contains 21227 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 56264 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 21235 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86292 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15112 members 
Mstep: Class 33 contains 13770 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5960 members 
Mstep: Class 39 contains 37921 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11634 members 
Mstep: Class 43 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387560.000000 Penalty: 144891.109375
Iteration 172Q: 44 clusters Score -1.203876e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 36306 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 62967 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35219 members 
Mstep: Class 8 contains 47071 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19546 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44628 members 
Mstep: Class 14 contains 53687 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 102378 members 
Mstep: Class 19 contains 21179 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56264 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 21215 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86283 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15107 members 
Mstep: Class 33 contains 13781 members 
Mstep: Class 34 contains 8416 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5962 members 
Mstep: Class 39 contains 37920 members 
Mstep: Class 40 contains 6056 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11641 members 
Mstep: Class 43 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387672.000000 Penalty: 144891.109375
Iteration 173Q: 44 clusters Score -1.203877e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 36293 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 62962 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35217 members 
Mstep: Class 8 contains 47076 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19558 members 
Mstep: Class 11 contains 23133 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 53684 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 102367 members 
Mstep: Class 19 contains 21142 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56265 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16462 members 
Mstep: Class 28 contains 21190 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86276 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15102 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5958 members 
Mstep: Class 39 contains 37922 members 
Mstep: Class 40 contains 6056 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11648 members 
Mstep: Class 43 contains 5197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387736.000000 Penalty: 144891.109375
Iteration 174Q: 44 clusters Score -1.203877e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 36288 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 62955 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35215 members 
Mstep: Class 8 contains 47078 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19566 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44632 members 
Mstep: Class 14 contains 53673 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 21165 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86278 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15099 members 
Mstep: Class 33 contains 13802 members 
Mstep: Class 34 contains 8402 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5960 members 
Mstep: Class 39 contains 37924 members 
Mstep: Class 40 contains 6059 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11650 members 
Mstep: Class 43 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387464.000000 Penalty: 144891.109375
Iteration 175Q: 44 clusters Score -1.203875e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 36284 members 
Mstep: Class 4 contains 6278 members 
Mstep: Class 5 contains 62953 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35212 members 
Mstep: Class 8 contains 47084 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 23132 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44632 members 
Mstep: Class 14 contains 53662 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7507 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 102357 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56268 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 21145 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86280 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15095 members 
Mstep: Class 33 contains 13805 members 
Mstep: Class 34 contains 8398 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5966 members 
Mstep: Class 39 contains 37926 members 
Mstep: Class 40 contains 6057 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11653 members 
Mstep: Class 43 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387536.000000 Penalty: 144891.109375
Iteration 176Q: 44 clusters Score -1.203875e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 36284 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 62948 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35214 members 
Mstep: Class 8 contains 47088 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19586 members 
Mstep: Class 11 contains 23134 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 53657 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7508 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 102353 members 
Mstep: Class 19 contains 21063 members 
Mstep: Class 20 contains 4621 members 
Mstep: Class 21 contains 13179 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 21132 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86280 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15091 members 
Mstep: Class 33 contains 13808 members 
Mstep: Class 34 contains 8397 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5962 members 
Mstep: Class 39 contains 37927 members 
Mstep: Class 40 contains 6058 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11653 members 
Mstep: Class 43 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387592.000000 Penalty: 144891.109375
Iteration 177Q: 44 clusters Score -1.203876e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 36282 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 62948 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35215 members 
Mstep: Class 8 contains 47094 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19592 members 
Mstep: Class 11 contains 23133 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 53648 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102348 members 
Mstep: Class 19 contains 21043 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56269 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 21118 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86274 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15087 members 
Mstep: Class 33 contains 13815 members 
Mstep: Class 34 contains 8400 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5964 members 
Mstep: Class 39 contains 37928 members 
Mstep: Class 40 contains 6062 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11648 members 
Mstep: Class 43 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387672.000000 Penalty: 144891.109375
Iteration 178Q: 44 clusters Score -1.203877e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 36273 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 62948 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35214 members 
Mstep: Class 8 contains 47094 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19595 members 
Mstep: Class 11 contains 23134 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44630 members 
Mstep: Class 14 contains 53637 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102346 members 
Mstep: Class 19 contains 21024 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56271 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 21111 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86274 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15085 members 
Mstep: Class 33 contains 13822 members 
Mstep: Class 34 contains 8399 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5970 members 
Mstep: Class 39 contains 37930 members 
Mstep: Class 40 contains 6065 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11651 members 
Mstep: Class 43 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387576.000000 Penalty: 144891.109375
Iteration 179Q: 44 clusters Score -1.203876e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 36268 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 62949 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35215 members 
Mstep: Class 8 contains 47096 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19596 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44632 members 
Mstep: Class 14 contains 53636 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102349 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 4625 members 
Mstep: Class 21 contains 13175 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 6260 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56268 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 21104 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86276 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15083 members 
Mstep: Class 33 contains 13825 members 
Mstep: Class 34 contains 8396 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5972 members 
Mstep: Class 39 contains 37930 members 
Mstep: Class 40 contains 6067 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11651 members 
Mstep: Class 43 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387616.000000 Penalty: 144891.109375
Iteration 180F: 44 clusters Score -1.203876e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 36262 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 62945 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35215 members 
Mstep: Class 8 contains 47098 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 23134 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53639 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102338 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 13175 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 6262 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56268 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 21070 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86280 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15084 members 
Mstep: Class 33 contains 13836 members 
Mstep: Class 34 contains 8368 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5970 members 
Mstep: Class 39 contains 37930 members 
Mstep: Class 40 contains 6068 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11651 members 
Mstep: Class 43 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387736.000000 Penalty: 144891.109375
Iteration 181Q: 44 clusters Score -1.203877e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 36256 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 5 contains 62945 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35209 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19600 members 
Mstep: Class 11 contains 23133 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44635 members 
Mstep: Class 14 contains 53633 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102309 members 
Mstep: Class 19 contains 20949 members 
Mstep: Class 20 contains 4634 members 
Mstep: Class 21 contains 13173 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 6262 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 21030 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86289 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15085 members 
Mstep: Class 33 contains 13859 members 
Mstep: Class 34 contains 8336 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5970 members 
Mstep: Class 39 contains 37927 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11651 members 
Mstep: Class 43 contains 5507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387664.000000 Penalty: 144891.109375
Iteration 182Q: 44 clusters Score -1.203877e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 36258 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 62944 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35199 members 
Mstep: Class 8 contains 47103 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19605 members 
Mstep: Class 11 contains 23136 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44634 members 
Mstep: Class 14 contains 53624 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7519 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 102295 members 
Mstep: Class 19 contains 20919 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 13171 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 20987 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86294 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15085 members 
Mstep: Class 33 contains 13885 members 
Mstep: Class 34 contains 8300 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5981 members 
Mstep: Class 39 contains 37925 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11647 members 
Mstep: Class 43 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387688.000000 Penalty: 144891.109375
Iteration 183Q: 44 clusters Score -1.203877e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 36253 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 62945 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 47105 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19608 members 
Mstep: Class 11 contains 23136 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53612 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 102285 members 
Mstep: Class 19 contains 20893 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 56267 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 20948 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86297 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15083 members 
Mstep: Class 33 contains 13918 members 
Mstep: Class 34 contains 8256 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5980 members 
Mstep: Class 39 contains 37923 members 
Mstep: Class 40 contains 6069 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11650 members 
Mstep: Class 43 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387536.000000 Penalty: 144891.109375
Iteration 184Q: 44 clusters Score -1.203875e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 36248 members 
Mstep: Class 4 contains 6245 members 
Mstep: Class 5 contains 62942 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35180 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19613 members 
Mstep: Class 11 contains 23133 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53606 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 102267 members 
Mstep: Class 19 contains 20859 members 
Mstep: Class 20 contains 4663 members 
Mstep: Class 21 contains 13162 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56271 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 20921 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86294 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 13954 members 
Mstep: Class 34 contains 8217 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5978 members 
Mstep: Class 39 contains 37921 members 
Mstep: Class 40 contains 6069 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11655 members 
Mstep: Class 43 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387664.000000 Penalty: 144891.109375
Iteration 185Q: 44 clusters Score -1.203877e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 36244 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 62937 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35173 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19618 members 
Mstep: Class 11 contains 23127 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53599 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 102247 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 4671 members 
Mstep: Class 21 contains 13163 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56275 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 20901 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86287 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 13991 members 
Mstep: Class 34 contains 8170 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5982 members 
Mstep: Class 39 contains 37916 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11658 members 
Mstep: Class 43 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387840.000000 Penalty: 144891.109375
Iteration 186Q: 44 clusters Score -1.203878e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 36245 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 62935 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35165 members 
Mstep: Class 8 contains 47114 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19621 members 
Mstep: Class 11 contains 23125 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44634 members 
Mstep: Class 14 contains 53594 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102241 members 
Mstep: Class 19 contains 20787 members 
Mstep: Class 20 contains 4682 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56275 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16445 members 
Mstep: Class 28 contains 20869 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86275 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 14021 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5979 members 
Mstep: Class 39 contains 37912 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1127 members 
Mstep: Class 42 contains 11659 members 
Mstep: Class 43 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387888.000000 Penalty: 144891.109375
Iteration 187Q: 44 clusters Score -1.203879e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 36241 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 62930 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35156 members 
Mstep: Class 8 contains 47113 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19622 members 
Mstep: Class 11 contains 23118 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53588 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102230 members 
Mstep: Class 19 contains 20756 members 
Mstep: Class 20 contains 4699 members 
Mstep: Class 21 contains 13159 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56275 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16445 members 
Mstep: Class 28 contains 20848 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86267 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 14051 members 
Mstep: Class 34 contains 8079 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5978 members 
Mstep: Class 39 contains 37908 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11660 members 
Mstep: Class 43 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388048.000000 Penalty: 144891.109375
Iteration 188Q: 44 clusters Score -1.20388e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 36236 members 
Mstep: Class 4 contains 6228 members 
Mstep: Class 5 contains 62927 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35149 members 
Mstep: Class 8 contains 47117 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19625 members 
Mstep: Class 11 contains 23105 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53586 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102214 members 
Mstep: Class 19 contains 20726 members 
Mstep: Class 20 contains 4710 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56274 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16444 members 
Mstep: Class 28 contains 20823 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86259 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 14058 members 
Mstep: Class 34 contains 8041 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5985 members 
Mstep: Class 39 contains 37903 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11661 members 
Mstep: Class 43 contains 6101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388232.000000 Penalty: 144891.109375
Iteration 189Q: 44 clusters Score -1.203882e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 36237 members 
Mstep: Class 4 contains 6227 members 
Mstep: Class 5 contains 62923 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35138 members 
Mstep: Class 8 contains 47119 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19630 members 
Mstep: Class 11 contains 23103 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 53575 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102216 members 
Mstep: Class 19 contains 20698 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 4365 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56274 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 20792 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86251 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 14081 members 
Mstep: Class 34 contains 8007 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5986 members 
Mstep: Class 39 contains 37894 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11666 members 
Mstep: Class 43 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388112.000000 Penalty: 144891.109375
Iteration 190Q: 44 clusters Score -1.203881e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 36234 members 
Mstep: Class 4 contains 6226 members 
Mstep: Class 5 contains 62922 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35127 members 
Mstep: Class 8 contains 47123 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19634 members 
Mstep: Class 11 contains 23104 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44632 members 
Mstep: Class 14 contains 53572 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102203 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 13154 members 
Mstep: Class 22 contains 4364 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56273 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 20773 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86238 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15081 members 
Mstep: Class 33 contains 14094 members 
Mstep: Class 34 contains 7976 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5988 members 
Mstep: Class 39 contains 37894 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11669 members 
Mstep: Class 43 contains 6238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387952.000000 Penalty: 144891.109375
Iteration 191Q: 44 clusters Score -1.20388e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36227 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 62919 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35119 members 
Mstep: Class 8 contains 47126 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19639 members 
Mstep: Class 11 contains 23105 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44634 members 
Mstep: Class 14 contains 53560 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 102202 members 
Mstep: Class 19 contains 20649 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 13147 members 
Mstep: Class 22 contains 4362 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56273 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16442 members 
Mstep: Class 28 contains 20755 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86233 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15079 members 
Mstep: Class 33 contains 14101 members 
Mstep: Class 34 contains 7931 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 37892 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11670 members 
Mstep: Class 43 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387984.000000 Penalty: 144891.109375
Iteration 192Q: 44 clusters Score -1.20388e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 36205 members 
Mstep: Class 4 contains 6217 members 
Mstep: Class 5 contains 62913 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35108 members 
Mstep: Class 8 contains 47132 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 19640 members 
Mstep: Class 11 contains 23110 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44638 members 
Mstep: Class 14 contains 53550 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 102204 members 
Mstep: Class 19 contains 20628 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56274 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 20737 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86237 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15078 members 
Mstep: Class 33 contains 14107 members 
Mstep: Class 34 contains 7879 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2443 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 37891 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387896.000000 Penalty: 144891.109375
Iteration 193Q: 44 clusters Score -1.203879e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 36192 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 62914 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35099 members 
Mstep: Class 8 contains 47135 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 23109 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44642 members 
Mstep: Class 14 contains 53534 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 102203 members 
Mstep: Class 19 contains 20608 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 13135 members 
Mstep: Class 22 contains 4358 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56279 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 20724 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86237 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15076 members 
Mstep: Class 33 contains 14117 members 
Mstep: Class 34 contains 7833 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5986 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11672 members 
Mstep: Class 43 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388056.000000 Penalty: 144891.109375
Iteration 194Q: 44 clusters Score -1.203881e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 36187 members 
Mstep: Class 4 contains 6205 members 
Mstep: Class 5 contains 62912 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35081 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 23106 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44645 members 
Mstep: Class 14 contains 53524 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102209 members 
Mstep: Class 19 contains 20595 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 13132 members 
Mstep: Class 22 contains 4356 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56278 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 20704 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86231 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15074 members 
Mstep: Class 33 contains 14131 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5986 members 
Mstep: Class 39 contains 37895 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11676 members 
Mstep: Class 43 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388152.000000 Penalty: 144891.109375
Iteration 195Q: 44 clusters Score -1.203882e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 36182 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 62911 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35075 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 23100 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 53518 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102224 members 
Mstep: Class 19 contains 20581 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 4357 members 
Mstep: Class 23 contains 6267 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56278 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 20685 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86223 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15072 members 
Mstep: Class 33 contains 14138 members 
Mstep: Class 34 contains 7751 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5983 members 
Mstep: Class 39 contains 37892 members 
Mstep: Class 40 contains 6069 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11675 members 
Mstep: Class 43 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388328.000000 Penalty: 144891.109375
Iteration 196Q: 44 clusters Score -1.203883e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 36179 members 
Mstep: Class 4 contains 6213 members 
Mstep: Class 5 contains 62913 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35068 members 
Mstep: Class 8 contains 47132 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19643 members 
Mstep: Class 11 contains 23097 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44648 members 
Mstep: Class 14 contains 53510 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 102237 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 4829 members 
Mstep: Class 21 contains 13126 members 
Mstep: Class 22 contains 4356 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56278 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 20675 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86219 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15071 members 
Mstep: Class 33 contains 14157 members 
Mstep: Class 34 contains 7706 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5980 members 
Mstep: Class 39 contains 37891 members 
Mstep: Class 40 contains 6066 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11675 members 
Mstep: Class 43 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388336.000000 Penalty: 144891.109375
Iteration 197Q: 44 clusters Score -1.203883e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36174 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62914 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35067 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19647 members 
Mstep: Class 11 contains 23097 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44649 members 
Mstep: Class 14 contains 53497 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 102237 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 13122 members 
Mstep: Class 22 contains 4355 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 20668 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86224 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15069 members 
Mstep: Class 33 contains 14181 members 
Mstep: Class 34 contains 7666 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5979 members 
Mstep: Class 39 contains 37892 members 
Mstep: Class 40 contains 6064 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11678 members 
Mstep: Class 43 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388520.000000 Penalty: 144891.109375
Iteration 198Q: 44 clusters Score -1.203885e+08 nChanged 207
Entering ConstructFrom: 
Score: -120388520.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1153625.250000 Penalty: 2217.924805
	Iteration 0F: 2 clusters Score -1153625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1147481.125000 Penalty: 4435.849609
	Iteration 0F: 3 clusters Score -1147481 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1149198.375000 Penalty: 4435.849609
	Iteration 1F: 3 clusters Score -1149198 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1149561.500000 Penalty: 4435.849609
	Iteration 2F: 3 clusters Score -1149562 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1149851.625000 Penalty: 4435.849609
	Iteration 3F: 3 clusters Score -1149852 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1150105.625000 Penalty: 4435.849609
	Iteration 4F: 3 clusters Score -1150106 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1150352.375000 Penalty: 4435.849609
	Iteration 5Q: 3 clusters Score -1150352 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1150585.500000 Penalty: 4435.849609
	Iteration 6Q: 3 clusters Score -1150586 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1150819.250000 Penalty: 4435.849609
	Iteration 7Q: 3 clusters Score -1150819 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1151045.875000 Penalty: 4435.849609
	Iteration 8Q: 3 clusters Score -1151046 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1151239.625000 Penalty: 4435.849609
	Iteration 9Q: 3 clusters Score -1151240 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1151385.625000 Penalty: 4435.849609
	Iteration 10Q: 3 clusters Score -1151386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1151501.875000 Penalty: 4435.849609
	Iteration 11Q: 3 clusters Score -1151502 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1151613.000000 Penalty: 4435.849609
	Iteration 12Q: 3 clusters Score -1151613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1151708.250000 Penalty: 4435.849609
	Iteration 13Q: 3 clusters Score -1151708 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1151772.625000 Penalty: 4435.849609
	Iteration 14Q: 3 clusters Score -1151773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1151817.750000 Penalty: 4435.849609
	Iteration 15Q: 3 clusters Score -1151818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1151850.500000 Penalty: 4435.849609
	Iteration 16Q: 3 clusters Score -1151850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1151870.750000 Penalty: 4435.849609
	Iteration 17Q: 3 clusters Score -1151871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1151886.750000 Penalty: 4435.849609
	Iteration 18Q: 3 clusters Score -1151887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1151901.250000 Penalty: 4435.849609
	Iteration 19Q: 3 clusters Score -1151901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1151910.375000 Penalty: 4435.849609
	Iteration 20F: 3 clusters Score -1151910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1151913.375000 Penalty: 4435.849609
	Iteration 21Q: 3 clusters Score -1151913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1151920.875000 Penalty: 4435.849609
	Iteration 22Q: 3 clusters Score -1151921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1151925.250000 Penalty: 4435.849609
	Iteration 23Q: 3 clusters Score -1151925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1151928.250000 Penalty: 4435.849609
	Iteration 24Q: 3 clusters Score -1151928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1151928.125000 Penalty: 4435.849609
	Iteration 25Q: 3 clusters Score -1151928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1151933.000000 Penalty: 4435.849609
	Iteration 26Q: 3 clusters Score -1151933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1151932.875000 Penalty: 4435.849609
	Iteration 27Q: 3 clusters Score -1151933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1151932.875000 Penalty: 4435.849609
	Iteration 28F: 3 clusters Score -1151933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -209203.187500 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -209203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -206953.093750 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -206953.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -207478.984375 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -207479 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -207667.703125 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -207667.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207772.093750 Penalty: 3610.542236
	Iteration 3F: 3 clusters Score -207772.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207856.171875 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -207856.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207944.484375 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -207944.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208018.921875 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -208018.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208064.421875 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -208064.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208102.500000 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -208102.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -208128.859375 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -208128.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208153.812500 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -208153.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208169.625000 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -208169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -208176.546875 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -208176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208182.984375 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -208183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -208187.718750 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -208187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -208190.796875 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -208190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -208191.312500 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -208191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -208193.453125 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -208193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -208195.218750 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -208195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -208195.812500 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -208195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -208195.812500 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -208195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Entering Unmasked Estep 
Score: -5312113.000000 Penalty: 2602.990479
	Iteration 0F: 2 clusters Score -5312113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5287564.000000 Penalty: 5205.980957
	Iteration 0F: 3 clusters Score -5287564 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5297407.500000 Penalty: 5205.980957
	Iteration 1F: 3 clusters Score -5297408 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5298983.500000 Penalty: 5205.980957
	Iteration 2F: 3 clusters Score -5298984 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5300843.000000 Penalty: 5205.980957
	Iteration 3F: 3 clusters Score -5300843 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5302761.000000 Penalty: 5205.980957
	Iteration 4F: 3 clusters Score -5302761 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -5304507.500000 Penalty: 5205.980957
	Iteration 5F: 3 clusters Score -5304508 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5306016.000000 Penalty: 5205.980957
	Iteration 6F: 3 clusters Score -5306016 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5307105.000000 Penalty: 5205.980957
	Iteration 7F: 3 clusters Score -5307105 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5307953.000000 Penalty: 5205.980957
	Iteration 8Q: 3 clusters Score -5307953 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5308538.500000 Penalty: 5205.980957
	Iteration 9Q: 3 clusters Score -5308538 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5309003.500000 Penalty: 5205.980957
	Iteration 10Q: 3 clusters Score -5309004 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5309380.500000 Penalty: 5205.980957
	Iteration 11Q: 3 clusters Score -5309380 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5309674.000000 Penalty: 5205.980957
	Iteration 12Q: 3 clusters Score -5309674 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5309867.500000 Penalty: 5205.980957
	Iteration 13Q: 3 clusters Score -5309868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5309999.500000 Penalty: 5205.980957
	Iteration 14Q: 3 clusters Score -5310000 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5310088.000000 Penalty: 5205.980957
	Iteration 15Q: 3 clusters Score -5310088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5310182.500000 Penalty: 5205.980957
	Iteration 16Q: 3 clusters Score -5310182 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5310250.500000 Penalty: 5205.980957
	Iteration 17Q: 3 clusters Score -5310250 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5310299 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5310375 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5310407.500000 Penalty: 5205.980957
	Iteration 20F: 3 clusters Score -5310408 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5310445 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5310509 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5310567 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5310616 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5310636 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5310681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5310710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5310730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5310742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5310750 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5310782 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5310796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5310810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -5310821.500000 Penalty: 5205.980957
	Iteration 34Q: 3 clusters Score -5310822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5310833 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5310847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5310855 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5310884 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5310906 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5310924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5310932 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5310948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5310960 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5310970 nChanged 103
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Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5310978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5311004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5311022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5311022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5311035 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5311050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5311072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5311091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5311116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5311125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5311140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5311161.000000 Penalty: 5205.980957
	Iteration 56Q: 3 clusters Score -5311161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5311160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5311171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5311182.000000 Penalty: 5205.980957
	Iteration 59Q: 3 clusters Score -5311182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5311179.000000 Penalty: 5205.980957
	Iteration 60F: 3 clusters Score -5311179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5311187.000000 Penalty: 5205.980957
	Iteration 61Q: 3 clusters Score -5311187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5311194.000000 Penalty: 5205.980957
	Iteration 62Q: 3 clusters Score -5311194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5311212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5311222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5311213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5311223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5311230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5311236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5311246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5311246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5311248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5311246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5311254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5311256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5311261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5311265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5311257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5311265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5311260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5311258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5311270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5311272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5311268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5311266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5311265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5311268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5311266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5311278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5311276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5311272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5311278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5311282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5311280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5311283 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6937 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5311288 nChanged 21
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Mstep: Class 1 contains 6916 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5311290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5311283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5311294 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5311292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5311287 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5311292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5311288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5311296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5311312 nChanged 14
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Mstep: Class 1 contains 6746 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5311314 nChanged 16
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Mstep: Class 1 contains 6730 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5311311 nChanged 14
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Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5311312 nChanged 17
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Mstep: Class 1 contains 6699 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5311308 nChanged 15
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Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5311312 nChanged 12
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Entering Unmasked Estep 
Score: -5311313.000000 Penalty: 5205.980957
	Iteration 110Q: 3 clusters Score -5311313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -5311315.500000 Penalty: 5205.980957
	Iteration 111Q: 3 clusters Score -5311316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5311306.500000 Penalty: 5205.980957
	Iteration 112Q: 3 clusters Score -5311306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -5311296.000000 Penalty: 5205.980957
	Iteration 113Q: 3 clusters Score -5311296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5311305.000000 Penalty: 5205.980957
	Iteration 114Q: 3 clusters Score -5311305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -5311296.000000 Penalty: 5205.980957
	Iteration 115Q: 3 clusters Score -5311296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -5311291.500000 Penalty: 5205.980957
	Iteration 116Q: 3 clusters Score -5311292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -5311297.000000 Penalty: 5205.980957
	Iteration 117Q: 3 clusters Score -5311297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5311293.000000 Penalty: 5205.980957
	Iteration 118Q: 3 clusters Score -5311293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5311292.000000 Penalty: 5205.980957
	Iteration 119Q: 3 clusters Score -5311292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -5311295.500000 Penalty: 5205.980957
	Iteration 120F: 3 clusters Score -5311296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5311291.000000 Penalty: 5205.980957
	Iteration 121Q: 3 clusters Score -5311291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5311305.000000 Penalty: 5205.980957
	Iteration 122Q: 3 clusters Score -5311305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5311304.500000 Penalty: 5205.980957
	Iteration 123Q: 3 clusters Score -5311304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -5311300.500000 Penalty: 5205.980957
	Iteration 124Q: 3 clusters Score -5311300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -5311299.500000 Penalty: 5205.980957
	Iteration 125Q: 3 clusters Score -5311300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -5311300.000000 Penalty: 5205.980957
	Iteration 126Q: 3 clusters Score -5311300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5311307.000000 Penalty: 5205.980957
	Iteration 127Q: 3 clusters Score -5311307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -5311303.000000 Penalty: 5205.980957
	Iteration 128Q: 3 clusters Score -5311303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -5311301.500000 Penalty: 5205.980957
	Iteration 129Q: 3 clusters Score -5311302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -5311306.000000 Penalty: 5205.980957
	Iteration 130Q: 3 clusters Score -5311306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5311305.500000 Penalty: 5205.980957
	Iteration 131Q: 3 clusters Score -5311306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5311310.500000 Penalty: 5205.980957
	Iteration 132Q: 3 clusters Score -5311310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -5311318.000000 Penalty: 5205.980957
	Iteration 133Q: 3 clusters Score -5311318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5311332.500000 Penalty: 5205.980957
	Iteration 134Q: 3 clusters Score -5311332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5311328.000000 Penalty: 5205.980957
	Iteration 135Q: 3 clusters Score -5311328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5311325.500000 Penalty: 5205.980957
	Iteration 136Q: 3 clusters Score -5311326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -5311334.000000 Penalty: 5205.980957
	Iteration 137Q: 3 clusters Score -5311334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5311329.000000 Penalty: 5205.980957
	Iteration 138Q: 3 clusters Score -5311329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5311330.500000 Penalty: 5205.980957
	Iteration 139Q: 3 clusters Score -5311330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5311330.000000 Penalty: 5205.980957
	Iteration 140F: 3 clusters Score -5311330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5311335.500000 Penalty: 5205.980957
	Iteration 141Q: 3 clusters Score -5311336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5311339.000000 Penalty: 5205.980957
	Iteration 142Q: 3 clusters Score -5311339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -5311340.500000 Penalty: 5205.980957
	Iteration 143Q: 3 clusters Score -5311340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -5311345.500000 Penalty: 5205.980957
	Iteration 144Q: 3 clusters Score -5311346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5311345.500000 Penalty: 5205.980957
	Iteration 145Q: 3 clusters Score -5311346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5311334.500000 Penalty: 5205.980957
	Iteration 146Q: 3 clusters Score -5311334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -5311330.500000 Penalty: 5205.980957
	Iteration 147Q: 3 clusters Score -5311330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -5311326.500000 Penalty: 5205.980957
	Iteration 148Q: 3 clusters Score -5311326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5311326.000000 Penalty: 5205.980957
	Iteration 149Q: 3 clusters Score -5311326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5311328.000000 Penalty: 5205.980957
	Iteration 150Q: 3 clusters Score -5311328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5311337.000000 Penalty: 5205.980957
	Iteration 151Q: 3 clusters Score -5311337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5311332.500000 Penalty: 5205.980957
	Iteration 152Q: 3 clusters Score -5311332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5311334.000000 Penalty: 5205.980957
	Iteration 153Q: 3 clusters Score -5311334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5311330.000000 Penalty: 5205.980957
	Iteration 154Q: 3 clusters Score -5311330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5311332.000000 Penalty: 5205.980957
	Iteration 155Q: 3 clusters Score -5311332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5311335.000000 Penalty: 5205.980957
	Iteration 156Q: 3 clusters Score -5311335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5311338.000000 Penalty: 5205.980957
	Iteration 157Q: 3 clusters Score -5311338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5311338.000000 Penalty: 5205.980957
	Iteration 158F: 3 clusters Score -5311338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -927883.875000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -927883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -922555.500000 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -922555.5 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -924065.687500 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -924065.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -924394.625000 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -924394.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -924628.062500 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -924628.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -924787.937500 Penalty: 4332.421875
	Iteration 4Q: 3 clusters Score -924787.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -924939.187500 Penalty: 4332.421875
	Iteration 5Q: 3 clusters Score -924939.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -925059.250000 Penalty: 4332.421875
	Iteration 6Q: 3 clusters Score -925059.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -925136.687500 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -925136.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -925210.812500 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -925210.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -925264.187500 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -925264.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -925309.562500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -925309.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -925345.500000 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -925345.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -925376.375000 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -925376.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -925398.500000 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -925398.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -925416.687500 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -925416.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -925426.875000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -925426.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -925433.625000 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -925433.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -925445.187500 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -925445.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -925456.687500 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -925456.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -925467.625000 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -925467.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -925477.000000 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -925477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -925484.875000 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -925484.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -925492.000000 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -925492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -925499.312500 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -925499.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -925510.250000 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -925510.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -925518.375000 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -925518.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -925525.250000 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -925525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -925535.437500 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -925535.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -925545.000000 Penalty: 4332.421875
	Iteration 28Q: 3 clusters Score -925545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -925557.437500 Penalty: 4332.421875
	Iteration 29Q: 3 clusters Score -925557.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -925570.125000 Penalty: 4332.421875
	Iteration 30Q: 3 clusters Score -925570.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -925581.937500 Penalty: 4332.421875
	Iteration 31Q: 3 clusters Score -925581.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -925593.812500 Penalty: 4332.421875
	Iteration 32Q: 3 clusters Score -925593.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -925602.812500 Penalty: 4332.421875
	Iteration 33Q: 3 clusters Score -925602.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -925611.687500 Penalty: 4332.421875
	Iteration 34Q: 3 clusters Score -925611.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -925620.750000 Penalty: 4332.421875
	Iteration 35Q: 3 clusters Score -925620.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -925628.812500 Penalty: 4332.421875
	Iteration 36Q: 3 clusters Score -925628.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -925634.875000 Penalty: 4332.421875
	Iteration 37Q: 3 clusters Score -925634.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -925643.062500 Penalty: 4332.421875
	Iteration 38Q: 3 clusters Score -925643.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -925652.312500 Penalty: 4332.421875
	Iteration 39Q: 3 clusters Score -925652.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -925662.187500 Penalty: 4332.421875
	Iteration 40F: 3 clusters Score -925662.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -925670.812500 Penalty: 4332.421875
	Iteration 41Q: 3 clusters Score -925670.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -925683.312500 Penalty: 4332.421875
	Iteration 42Q: 3 clusters Score -925683.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -925691.187500 Penalty: 4332.421875
	Iteration 43Q: 3 clusters Score -925691.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -925701.875000 Penalty: 4332.421875
	Iteration 44Q: 3 clusters Score -925701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -925714.062500 Penalty: 4332.421875
	Iteration 45Q: 3 clusters Score -925714.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -925721.937500 Penalty: 4332.421875
	Iteration 46Q: 3 clusters Score -925721.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -925732.750000 Penalty: 4332.421875
	Iteration 47Q: 3 clusters Score -925732.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -925735.687500 Penalty: 4332.421875
	Iteration 48Q: 3 clusters Score -925735.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -925744.937500 Penalty: 4332.421875
	Iteration 49Q: 3 clusters Score -925744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -925751.375000 Penalty: 4332.421875
	Iteration 50Q: 3 clusters Score -925751.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -925756.812500 Penalty: 4332.421875
	Iteration 51Q: 3 clusters Score -925756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -925766.562500 Penalty: 4332.421875
	Iteration 52Q: 3 clusters Score -925766.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -925776.187500 Penalty: 4332.421875
	Iteration 53Q: 3 clusters Score -925776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -925778.500000 Penalty: 4332.421875
	Iteration 54Q: 3 clusters Score -925778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -925784.437500 Penalty: 4332.421875
	Iteration 55Q: 3 clusters Score -925784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -925786.187500 Penalty: 4332.421875
	Iteration 56Q: 3 clusters Score -925786.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -925793.437500 Penalty: 4332.421875
	Iteration 57Q: 3 clusters Score -925793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -925798.687500 Penalty: 4332.421875
	Iteration 58Q: 3 clusters Score -925798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -925799.250000 Penalty: 4332.421875
	Iteration 59Q: 3 clusters Score -925799.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -925807.125000 Penalty: 4332.421875
	Iteration 60F: 3 clusters Score -925807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -925809.812500 Penalty: 4332.421875
	Iteration 61Q: 3 clusters Score -925809.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -925813.687500 Penalty: 4332.421875
	Iteration 62Q: 3 clusters Score -925813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -925818.000000 Penalty: 4332.421875
	Iteration 63Q: 3 clusters Score -925818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -925824.000000 Penalty: 4332.421875
	Iteration 64Q: 3 clusters Score -925824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -925825.437500 Penalty: 4332.421875
	Iteration 65Q: 3 clusters Score -925825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -925829.750000 Penalty: 4332.421875
	Iteration 66Q: 3 clusters Score -925829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -925832.562500 Penalty: 4332.421875
	Iteration 67Q: 3 clusters Score -925832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -925839.625000 Penalty: 4332.421875
	Iteration 68Q: 3 clusters Score -925839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -925842.250000 Penalty: 4332.421875
	Iteration 69Q: 3 clusters Score -925842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -925845.625000 Penalty: 4332.421875
	Iteration 70Q: 3 clusters Score -925845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -925853.937500 Penalty: 4332.421875
	Iteration 71Q: 3 clusters Score -925853.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -925861.500000 Penalty: 4332.421875
	Iteration 72Q: 3 clusters Score -925861.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -925867.875000 Penalty: 4332.421875
	Iteration 73Q: 3 clusters Score -925867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -925872.250000 Penalty: 4332.421875
	Iteration 74Q: 3 clusters Score -925872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -925875.125000 Penalty: 4332.421875
	Iteration 75Q: 3 clusters Score -925875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -925879.062500 Penalty: 4332.421875
	Iteration 76Q: 3 clusters Score -925879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -925882.125000 Penalty: 4332.421875
	Iteration 77Q: 3 clusters Score -925882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -925884.937500 Penalty: 4332.421875
	Iteration 78Q: 3 clusters Score -925884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -925890.437500 Penalty: 4332.421875
	Iteration 79Q: 3 clusters Score -925890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -925893.500000 Penalty: 4332.421875
	Iteration 80F: 3 clusters Score -925893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -925898.000000 Penalty: 4332.421875
	Iteration 81Q: 3 clusters Score -925898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -925904.312500 Penalty: 4332.421875
	Iteration 82Q: 3 clusters Score -925904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -925908.125000 Penalty: 4332.421875
	Iteration 83Q: 3 clusters Score -925908.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -925916.375000 Penalty: 4332.421875
	Iteration 84Q: 3 clusters Score -925916.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -925921.562500 Penalty: 4332.421875
	Iteration 85Q: 3 clusters Score -925921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -925925.062500 Penalty: 4332.421875
	Iteration 86Q: 3 clusters Score -925925.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -925936.750000 Penalty: 4332.421875
	Iteration 87Q: 3 clusters Score -925936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -925942.250000 Penalty: 4332.421875
	Iteration 88Q: 3 clusters Score -925942.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -925950.000000 Penalty: 4332.421875
	Iteration 89Q: 3 clusters Score -925950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -925956.375000 Penalty: 4332.421875
	Iteration 90Q: 3 clusters Score -925956.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -925962.250000 Penalty: 4332.421875
	Iteration 91Q: 3 clusters Score -925962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -925969.937500 Penalty: 4332.421875
	Iteration 92Q: 3 clusters Score -925969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -925977.750000 Penalty: 4332.421875
	Iteration 93Q: 3 clusters Score -925977.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -925980.437500 Penalty: 4332.421875
	Iteration 94Q: 3 clusters Score -925980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -925984.125000 Penalty: 4332.421875
	Iteration 95Q: 3 clusters Score -925984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -925988.437500 Penalty: 4332.421875
	Iteration 96Q: 3 clusters Score -925988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -925990.437500 Penalty: 4332.421875
	Iteration 97Q: 3 clusters Score -925990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -925996.500000 Penalty: 4332.421875
	Iteration 98Q: 3 clusters Score -925996.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -926002.937500 Penalty: 4332.421875
	Iteration 99Q: 3 clusters Score -926002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -926006.187500 Penalty: 4332.421875
	Iteration 100F: 3 clusters Score -926006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -926012.937500 Penalty: 4332.421875
	Iteration 101Q: 3 clusters Score -926012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -926015.500000 Penalty: 4332.421875
	Iteration 102Q: 3 clusters Score -926015.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -926019.125000 Penalty: 4332.421875
	Iteration 103Q: 3 clusters Score -926019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -926023.125000 Penalty: 4332.421875
	Iteration 104Q: 3 clusters Score -926023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -926028.562500 Penalty: 4332.421875
	Iteration 105Q: 3 clusters Score -926028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -926028.937500 Penalty: 4332.421875
	Iteration 106Q: 3 clusters Score -926028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -926032.875000 Penalty: 4332.421875
	Iteration 107Q: 3 clusters Score -926032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -926034.125000 Penalty: 4332.421875
	Iteration 108Q: 3 clusters Score -926034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -926034.500000 Penalty: 4332.421875
	Iteration 109Q: 3 clusters Score -926034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -926034.500000 Penalty: 4332.421875
	Iteration 110F: 3 clusters Score -926034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Entering Unmasked Estep 
Score: -9728274.000000 Penalty: 2740.266113
	Iteration 0F: 2 clusters Score -9728274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -9686034.000000 Penalty: 5480.532227
	Iteration 0F: 3 clusters Score -9686034 nChanged 29213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -9702305.000000 Penalty: 5480.532227
	Iteration 1F: 3 clusters Score -9702305 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -9702934.000000 Penalty: 5480.532227
	Iteration 2Q: 3 clusters Score -9702934 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -9703575.000000 Penalty: 5480.532227
	Iteration 3Q: 3 clusters Score -9703575 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9704162.000000 Penalty: 5480.532227
	Iteration 4Q: 3 clusters Score -9704162 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -9704833.000000 Penalty: 5480.532227
	Iteration 5Q: 3 clusters Score -9704833 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -9705616.000000 Penalty: 5480.532227
	Iteration 6Q: 3 clusters Score -9705616 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9706666.000000 Penalty: 5480.532227
	Iteration 7Q: 3 clusters Score -9706666 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -9708169.000000 Penalty: 5480.532227
	Iteration 8Q: 3 clusters Score -9708169 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -9710174.000000 Penalty: 5480.532227
	Iteration 9F: 3 clusters Score -9710174 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -9712765.000000 Penalty: 5480.532227
	Iteration 10F: 3 clusters Score -9712765 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -9715866.000000 Penalty: 5480.532227
	Iteration 11F: 3 clusters Score -9715866 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -9718980.000000 Penalty: 5480.532227
	Iteration 12F: 3 clusters Score -9718980 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -9721730.000000 Penalty: 5480.532227
	Iteration 13Q: 3 clusters Score -9721730 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -9723655.000000 Penalty: 5480.532227
	Iteration 14Q: 3 clusters Score -9723655 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -9724763.000000 Penalty: 5480.532227
	Iteration 15Q: 3 clusters Score -9724763 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -9725331.000000 Penalty: 5480.532227
	Iteration 16Q: 3 clusters Score -9725331 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -9725614.000000 Penalty: 5480.532227
	Iteration 17Q: 3 clusters Score -9725614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -9725734.000000 Penalty: 5480.532227
	Iteration 18Q: 3 clusters Score -9725734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -9725833.000000 Penalty: 5480.532227
	Iteration 19Q: 3 clusters Score -9725833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -9725846.000000 Penalty: 5480.532227
	Iteration 20F: 3 clusters Score -9725846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -9725867.000000 Penalty: 5480.532227
	Iteration 21Q: 3 clusters Score -9725867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -9725884.000000 Penalty: 5480.532227
	Iteration 22Q: 3 clusters Score -9725884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -9725901.000000 Penalty: 5480.532227
	Iteration 23Q: 3 clusters Score -9725901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -9725900.000000 Penalty: 5480.532227
	Iteration 24Q: 3 clusters Score -9725900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -9725914.000000 Penalty: 5480.532227
	Iteration 25Q: 3 clusters Score -9725914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -9725924.000000 Penalty: 5480.532227
	Iteration 26Q: 3 clusters Score -9725924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -9725927.000000 Penalty: 5480.532227
	Iteration 27Q: 3 clusters Score -9725927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -9725927.000000 Penalty: 5480.532227
	Iteration 28Q: 3 clusters Score -9725927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -9725927.000000 Penalty: 5480.532227
	Iteration 29F: 3 clusters Score -9725927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -65098.933594 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -65098.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -63901.656250 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -63901.66 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64336.679688 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -64336.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64568.757812 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -64568.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64621.816406 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -64621.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64642.300781 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -64642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64656.656250 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -64656.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64663.347656 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -64663.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64663.347656 Penalty: 3091.294189
	Iteration 7F: 3 clusters Score -64663.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -5454576.000000 Penalty: 2595.295654
	Iteration 0F: 2 clusters Score -5454576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5430737.500000 Penalty: 5190.591309
	Iteration 0F: 3 clusters Score -5430738 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5439756.000000 Penalty: 5190.591309
	Iteration 1F: 3 clusters Score -5439756 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5440891.500000 Penalty: 5190.591309
	Iteration 2F: 3 clusters Score -5440892 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5442490.500000 Penalty: 5190.591309
	Iteration 3F: 3 clusters Score -5442490 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5444614.500000 Penalty: 5190.591309
	Iteration 4F: 3 clusters Score -5444614 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -5446803.500000 Penalty: 5190.591309
	Iteration 5F: 3 clusters Score -5446804 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5448541.000000 Penalty: 5190.591309
	Iteration 6F: 3 clusters Score -5448541 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5449555.000000 Penalty: 5190.591309
	Iteration 7F: 3 clusters Score -5449555 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5450183.500000 Penalty: 5190.591309
	Iteration 8Q: 3 clusters Score -5450184 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -5450612.000000 Penalty: 5190.591309
	Iteration 9Q: 3 clusters Score -5450612 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -5450952.000000 Penalty: 5190.591309
	Iteration 10Q: 3 clusters Score -5450952 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5451198.000000 Penalty: 5190.591309
	Iteration 11Q: 3 clusters Score -5451198 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5451444.000000 Penalty: 5190.591309
	Iteration 12Q: 3 clusters Score -5451444 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5451675.000000 Penalty: 5190.591309
	Iteration 13Q: 3 clusters Score -5451675 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5451895.000000 Penalty: 5190.591309
	Iteration 14Q: 3 clusters Score -5451895 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5452098.000000 Penalty: 5190.591309
	Iteration 15Q: 3 clusters Score -5452098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5452236.000000 Penalty: 5190.591309
	Iteration 16Q: 3 clusters Score -5452236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5452351.500000 Penalty: 5190.591309
	Iteration 17Q: 3 clusters Score -5452352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5452417.000000 Penalty: 5190.591309
	Iteration 18Q: 3 clusters Score -5452417 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5452490.000000 Penalty: 5190.591309
	Iteration 19Q: 3 clusters Score -5452490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5452533.500000 Penalty: 5190.591309
	Iteration 20F: 3 clusters Score -5452534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5452590.500000 Penalty: 5190.591309
	Iteration 21Q: 3 clusters Score -5452590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5452646.000000 Penalty: 5190.591309
	Iteration 22Q: 3 clusters Score -5452646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5452663.500000 Penalty: 5190.591309
	Iteration 23Q: 3 clusters Score -5452664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5452676.500000 Penalty: 5190.591309
	Iteration 24Q: 3 clusters Score -5452676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5452697.500000 Penalty: 5190.591309
	Iteration 25Q: 3 clusters Score -5452698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5452719.000000 Penalty: 5190.591309
	Iteration 26Q: 3 clusters Score -5452719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5452732.000000 Penalty: 5190.591309
	Iteration 27Q: 3 clusters Score -5452732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5452745.500000 Penalty: 5190.591309
	Iteration 28Q: 3 clusters Score -5452746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5452755.500000 Penalty: 5190.591309
	Iteration 29Q: 3 clusters Score -5452756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5452766.000000 Penalty: 5190.591309
	Iteration 30Q: 3 clusters Score -5452766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5452774.500000 Penalty: 5190.591309
	Iteration 31Q: 3 clusters Score -5452774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5452777.000000 Penalty: 5190.591309
	Iteration 32Q: 3 clusters Score -5452777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5452778.500000 Penalty: 5190.591309
	Iteration 33Q: 3 clusters Score -5452778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5452793.500000 Penalty: 5190.591309
	Iteration 34Q: 3 clusters Score -5452794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5452784.000000 Penalty: 5190.591309
	Iteration 35Q: 3 clusters Score -5452784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5452781.000000 Penalty: 5190.591309
	Iteration 36Q: 3 clusters Score -5452781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5452787.000000 Penalty: 5190.591309
	Iteration 37Q: 3 clusters Score -5452787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5452788.500000 Penalty: 5190.591309
	Iteration 38Q: 3 clusters Score -5452788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5452798.000000 Penalty: 5190.591309
	Iteration 39Q: 3 clusters Score -5452798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5452802.000000 Penalty: 5190.591309
	Iteration 40F: 3 clusters Score -5452802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5452804.000000 Penalty: 5190.591309
	Iteration 41Q: 3 clusters Score -5452804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5452797.500000 Penalty: 5190.591309
	Iteration 42Q: 3 clusters Score -5452798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5452799.500000 Penalty: 5190.591309
	Iteration 43Q: 3 clusters Score -5452800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5452795.500000 Penalty: 5190.591309
	Iteration 44Q: 3 clusters Score -5452796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5452791.000000 Penalty: 5190.591309
	Iteration 45Q: 3 clusters Score -5452791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5452791.000000 Penalty: 5190.591309
	Iteration 46F: 3 clusters Score -5452791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Entering Unmasked Estep 
Score: -7361534.000000 Penalty: 2668.666016
	Iteration 0F: 2 clusters Score -7361534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -7329838.500000 Penalty: 5337.332031
	Iteration 0F: 3 clusters Score -7329838 nChanged 21777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7342161.500000 Penalty: 5337.332031
	Iteration 1F: 3 clusters Score -7342162 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -7343010.500000 Penalty: 5337.332031
	Iteration 2Q: 3 clusters Score -7343010 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -7343884.500000 Penalty: 5337.332031
	Iteration 3Q: 3 clusters Score -7343884 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -7344690.500000 Penalty: 5337.332031
	Iteration 4Q: 3 clusters Score -7344690 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -7345521.000000 Penalty: 5337.332031
	Iteration 5Q: 3 clusters Score -7345521 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -7346228.500000 Penalty: 5337.332031
	Iteration 6Q: 3 clusters Score -7346228 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -7346875.500000 Penalty: 5337.332031
	Iteration 7Q: 3 clusters Score -7346876 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -7347533.500000 Penalty: 5337.332031
	Iteration 8Q: 3 clusters Score -7347534 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -7348249.000000 Penalty: 5337.332031
	Iteration 9Q: 3 clusters Score -7348249 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -7349097.000000 Penalty: 5337.332031
	Iteration 10Q: 3 clusters Score -7349097 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7350178.000000 Penalty: 5337.332031
	Iteration 11Q: 3 clusters Score -7350178 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7351485.500000 Penalty: 5337.332031
	Iteration 12F: 3 clusters Score -7351486 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7353189.500000 Penalty: 5337.332031
	Iteration 13F: 3 clusters Score -7353190 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -7354975.500000 Penalty: 5337.332031
	Iteration 14F: 3 clusters Score -7354976 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -7356601.500000 Penalty: 5337.332031
	Iteration 15Q: 3 clusters Score -7356602 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -7357726.500000 Penalty: 5337.332031
	Iteration 16Q: 3 clusters Score -7357726 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -7358401.500000 Penalty: 5337.332031
	Iteration 17Q: 3 clusters Score -7358402 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -7358772.000000 Penalty: 5337.332031
	Iteration 18Q: 3 clusters Score -7358772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -7358988.000000 Penalty: 5337.332031
	Iteration 19Q: 3 clusters Score -7358988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -7359080.500000 Penalty: 5337.332031
	Iteration 20F: 3 clusters Score -7359080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -7359156.000000 Penalty: 5337.332031
	Iteration 21Q: 3 clusters Score -7359156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -7359192.000000 Penalty: 5337.332031
	Iteration 22Q: 3 clusters Score -7359192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -7359214.000000 Penalty: 5337.332031
	Iteration 23Q: 3 clusters Score -7359214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -7359225.000000 Penalty: 5337.332031
	Iteration 24Q: 3 clusters Score -7359225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -7359237.500000 Penalty: 5337.332031
	Iteration 25Q: 3 clusters Score -7359238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -7359251.000000 Penalty: 5337.332031
	Iteration 26Q: 3 clusters Score -7359251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -7359257.500000 Penalty: 5337.332031
	Iteration 27Q: 3 clusters Score -7359258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -7359262.500000 Penalty: 5337.332031
	Iteration 28Q: 3 clusters Score -7359262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -7359257.500000 Penalty: 5337.332031
	Iteration 29Q: 3 clusters Score -7359258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -7359261.500000 Penalty: 5337.332031
	Iteration 30Q: 3 clusters Score -7359262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -7359259.000000 Penalty: 5337.332031
	Iteration 31Q: 3 clusters Score -7359259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -7359259.000000 Penalty: 5337.332031
	Iteration 32F: 3 clusters Score -7359259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -290079.750000 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -290079.8 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 1033 members 
Entering Unmasked Estep 
Score: -287492.062500 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -287492.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -288197.656250 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -288197.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -288545.312500 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -288545.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288791.156250 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -288791.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -288955.093750 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -288955.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -289104.812500 Penalty: 3785.911133
	Iteration 5Q: 3 clusters Score -289104.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -289219.187500 Penalty: 3785.911133
	Iteration 6Q: 3 clusters Score -289219.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -289333.218750 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -289333.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -289408.062500 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -289408.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -289467.343750 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -289467.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289535.000000 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -289535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -289612.468750 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -289612.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -289667.406250 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -289667.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -289711.093750 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -289711.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289750.812500 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -289750.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289783.812500 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -289783.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289807.218750 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -289807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -289827.687500 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -289827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289841.000000 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -289841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -289850.437500 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -289850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -289866.187500 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -289866.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289890.750000 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -289890.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289918.843750 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -289918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289938.625000 Penalty: 3785.911133
	Iteration 23Q: 3 clusters Score -289938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289949.218750 Penalty: 3785.911133
	Iteration 24Q: 3 clusters Score -289949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289957.593750 Penalty: 3785.911133
	Iteration 25Q: 3 clusters Score -289957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -289961.593750 Penalty: 3785.911133
	Iteration 26Q: 3 clusters Score -289961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289964.531250 Penalty: 3785.911133
	Iteration 27Q: 3 clusters Score -289964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -289966.031250 Penalty: 3785.911133
	Iteration 28Q: 3 clusters Score -289966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289967.031250 Penalty: 3785.911133
	Iteration 29Q: 3 clusters Score -289967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289967.031250 Penalty: 3785.911133
	Iteration 30F: 3 clusters Score -289967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Entering Unmasked Estep 
Score: -3048290.250000 Penalty: 2451.673828
	Iteration 0F: 2 clusters Score -3048290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3034489.500000 Penalty: 4903.347656
	Iteration 0F: 3 clusters Score -3034490 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3039177.000000 Penalty: 4903.347656
	Iteration 1F: 3 clusters Score -3039177 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3039634.750000 Penalty: 4903.347656
	Iteration 2F: 3 clusters Score -3039635 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3040037.250000 Penalty: 4903.347656
	Iteration 3Q: 3 clusters Score -3040037 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3040489.250000 Penalty: 4903.347656
	Iteration 4Q: 3 clusters Score -3040489 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3041008.250000 Penalty: 4903.347656
	Iteration 5Q: 3 clusters Score -3041008 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3041641.750000 Penalty: 4903.347656
	Iteration 6F: 3 clusters Score -3041642 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3042335.750000 Penalty: 4903.347656
	Iteration 7F: 3 clusters Score -3042336 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3042991.250000 Penalty: 4903.347656
	Iteration 8F: 3 clusters Score -3042991 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3043574.500000 Penalty: 4903.347656
	Iteration 9F: 3 clusters Score -3043574 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3044114.000000 Penalty: 4903.347656
	Iteration 10Q: 3 clusters Score -3044114 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3044600.250000 Penalty: 4903.347656
	Iteration 11Q: 3 clusters Score -3044600 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3044964.250000 Penalty: 4903.347656
	Iteration 12Q: 3 clusters Score -3044964 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3045288.250000 Penalty: 4903.347656
	Iteration 13Q: 3 clusters Score -3045288 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3045538.750000 Penalty: 4903.347656
	Iteration 14Q: 3 clusters Score -3045539 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3045749.750000 Penalty: 4903.347656
	Iteration 15Q: 3 clusters Score -3045750 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3045935.500000 Penalty: 4903.347656
	Iteration 16Q: 3 clusters Score -3045936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3046092.750000 Penalty: 4903.347656
	Iteration 17Q: 3 clusters Score -3046093 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3046206.250000 Penalty: 4903.347656
	Iteration 18Q: 3 clusters Score -3046206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3046307.000000 Penalty: 4903.347656
	Iteration 19Q: 3 clusters Score -3046307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3046361.750000 Penalty: 4903.347656
	Iteration 20F: 3 clusters Score -3046362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3046436.750000 Penalty: 4903.347656
	Iteration 21Q: 3 clusters Score -3046437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3046467.750000 Penalty: 4903.347656
	Iteration 22Q: 3 clusters Score -3046468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3046507.000000 Penalty: 4903.347656
	Iteration 23Q: 3 clusters Score -3046507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3046533.000000 Penalty: 4903.347656
	Iteration 24Q: 3 clusters Score -3046533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3046554.750000 Penalty: 4903.347656
	Iteration 25Q: 3 clusters Score -3046555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3046568.500000 Penalty: 4903.347656
	Iteration 26Q: 3 clusters Score -3046568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3046588.500000 Penalty: 4903.347656
	Iteration 27Q: 3 clusters Score -3046588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3046609.750000 Penalty: 4903.347656
	Iteration 28Q: 3 clusters Score -3046610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3046617.750000 Penalty: 4903.347656
	Iteration 29Q: 3 clusters Score -3046618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3046629.750000 Penalty: 4903.347656
	Iteration 30Q: 3 clusters Score -3046630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3046633.250000 Penalty: 4903.347656
	Iteration 31Q: 3 clusters Score -3046633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3046637.000000 Penalty: 4903.347656
	Iteration 32Q: 3 clusters Score -3046637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3046637.750000 Penalty: 4903.347656
	Iteration 33Q: 3 clusters Score -3046638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3046643.750000 Penalty: 4903.347656
	Iteration 34Q: 3 clusters Score -3046644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3046643.500000 Penalty: 4903.347656
	Iteration 35Q: 3 clusters Score -3046644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3046642.750000 Penalty: 4903.347656
	Iteration 36Q: 3 clusters Score -3046643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3046642.500000 Penalty: 4903.347656
	Iteration 37Q: 3 clusters Score -3046642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3046642.500000 Penalty: 4903.347656
	Iteration 38Q: 3 clusters Score -3046642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3046645.250000 Penalty: 4903.347656
	Iteration 39Q: 3 clusters Score -3046645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3046645.500000 Penalty: 4903.347656
	Iteration 40F: 3 clusters Score -3046646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3046650.250000 Penalty: 4903.347656
	Iteration 41Q: 3 clusters Score -3046650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3046650.500000 Penalty: 4903.347656
	Iteration 42Q: 3 clusters Score -3046650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3046653.750000 Penalty: 4903.347656
	Iteration 43Q: 3 clusters Score -3046654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3046657.500000 Penalty: 4903.347656
	Iteration 44Q: 3 clusters Score -3046658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3046658.500000 Penalty: 4903.347656
	Iteration 45Q: 3 clusters Score -3046658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3046658.500000 Penalty: 4903.347656
	Iteration 46F: 3 clusters Score -3046658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Entering Unmasked Estep 
Score: -3578468.500000 Penalty: 2491.705078
	Iteration 0F: 2 clusters Score -3578468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3562465.250000 Penalty: 4983.410156
	Iteration 0F: 3 clusters Score -3562465 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3567828.500000 Penalty: 4983.410156
	Iteration 1F: 3 clusters Score -3567828 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3568286.000000 Penalty: 4983.410156
	Iteration 2F: 3 clusters Score -3568286 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3568739.250000 Penalty: 4983.410156
	Iteration 3Q: 3 clusters Score -3568739 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3569314.250000 Penalty: 4983.410156
	Iteration 4Q: 3 clusters Score -3569314 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3570046.250000 Penalty: 4983.410156
	Iteration 5F: 3 clusters Score -3570046 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3570851.000000 Penalty: 4983.410156
	Iteration 6F: 3 clusters Score -3570851 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3571595.000000 Penalty: 4983.410156
	Iteration 7F: 3 clusters Score -3571595 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3572308.500000 Penalty: 4983.410156
	Iteration 8F: 3 clusters Score -3572308 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3573027.250000 Penalty: 4983.410156
	Iteration 9Q: 3 clusters Score -3573027 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3573657.000000 Penalty: 4983.410156
	Iteration 10Q: 3 clusters Score -3573657 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3574248.500000 Penalty: 4983.410156
	Iteration 11Q: 3 clusters Score -3574248 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3574783.750000 Penalty: 4983.410156
	Iteration 12Q: 3 clusters Score -3574784 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3575296.500000 Penalty: 4983.410156
	Iteration 13Q: 3 clusters Score -3575296 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3575745.750000 Penalty: 4983.410156
	Iteration 14Q: 3 clusters Score -3575746 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3576297.250000 Penalty: 4983.410156
	Iteration 15Q: 3 clusters Score -3576297 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3576890.000000 Penalty: 4983.410156
	Iteration 16Q: 3 clusters Score -3576890 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3577378.000000 Penalty: 4983.410156
	Iteration 17Q: 3 clusters Score -3577378 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3577561.250000 Penalty: 4983.410156
	Iteration 18Q: 3 clusters Score -3577561 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3577641.000000 Penalty: 4983.410156
	Iteration 19Q: 3 clusters Score -3577641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3577678.000000 Penalty: 4983.410156
	Iteration 20F: 3 clusters Score -3577678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3577690.500000 Penalty: 4983.410156
	Iteration 21Q: 3 clusters Score -3577690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3577704.000000 Penalty: 4983.410156
	Iteration 22Q: 3 clusters Score -3577704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3577704.000000 Penalty: 4983.410156
	Iteration 23Q: 3 clusters Score -3577704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3577710.500000 Penalty: 4983.410156
	Iteration 24Q: 3 clusters Score -3577710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3577710.500000 Penalty: 4983.410156
	Iteration 25Q: 3 clusters Score -3577710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3577715.750000 Penalty: 4983.410156
	Iteration 26Q: 3 clusters Score -3577716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3577720.750000 Penalty: 4983.410156
	Iteration 27Q: 3 clusters Score -3577721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3577716.000000 Penalty: 4983.410156
	Iteration 28Q: 3 clusters Score -3577716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3577717.250000 Penalty: 4983.410156
	Iteration 29Q: 3 clusters Score -3577717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3577717.500000 Penalty: 4983.410156
	Iteration 30Q: 3 clusters Score -3577718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3577718.500000 Penalty: 4983.410156
	Iteration 31Q: 3 clusters Score -3577718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3577719.500000 Penalty: 4983.410156
	Iteration 32Q: 3 clusters Score -3577720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3577719.250000 Penalty: 4983.410156
	Iteration 33Q: 3 clusters Score -3577719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3577721.250000 Penalty: 4983.410156
	Iteration 34Q: 3 clusters Score -3577721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3577721.250000 Penalty: 4983.410156
	Iteration 35F: 3 clusters Score -3577721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 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: -36537.925781 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36537.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36656.566406 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36656.57 nChanged 7
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: -36674.925781 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36674.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36683.589844 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36683.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36685.507812 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -36685.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36688.746094 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -36688.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36688.746094 Penalty: 2780.477783
	Iteration 6F: 3 clusters Score -36688.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Entering Unmasked Estep 
Score: -6943416.000000 Penalty: 2655.244629
	Iteration 0F: 2 clusters Score -6943416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -6913283.500000 Penalty: 5310.489258
	Iteration 0F: 3 clusters Score -6913284 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6925398.500000 Penalty: 5310.489258
	Iteration 1F: 3 clusters Score -6925398 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -6927032.500000 Penalty: 5310.489258
	Iteration 2F: 3 clusters Score -6927032 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -6929097.000000 Penalty: 5310.489258
	Iteration 3F: 3 clusters Score -6929097 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6931193.500000 Penalty: 5310.489258
	Iteration 4F: 3 clusters Score -6931194 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6932779.500000 Penalty: 5310.489258
	Iteration 5F: 3 clusters Score -6932780 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6933719.500000 Penalty: 5310.489258
	Iteration 6F: 3 clusters Score -6933720 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -6934343.500000 Penalty: 5310.489258
	Iteration 7Q: 3 clusters Score -6934344 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -6934780.000000 Penalty: 5310.489258
	Iteration 8Q: 3 clusters Score -6934780 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -6935188.500000 Penalty: 5310.489258
	Iteration 9Q: 3 clusters Score -6935188 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6935572.500000 Penalty: 5310.489258
	Iteration 10Q: 3 clusters Score -6935572 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -6935962.500000 Penalty: 5310.489258
	Iteration 11Q: 3 clusters Score -6935962 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6936418.000000 Penalty: 5310.489258
	Iteration 12Q: 3 clusters Score -6936418 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -6936883.500000 Penalty: 5310.489258
	Iteration 13Q: 3 clusters Score -6936884 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6937494.500000 Penalty: 5310.489258
	Iteration 14Q: 3 clusters Score -6937494 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6938114.000000 Penalty: 5310.489258
	Iteration 15Q: 3 clusters Score -6938114 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -6938706.000000 Penalty: 5310.489258
	Iteration 16Q: 3 clusters Score -6938706 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6939190.500000 Penalty: 5310.489258
	Iteration 17Q: 3 clusters Score -6939190 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6939636.500000 Penalty: 5310.489258
	Iteration 18Q: 3 clusters Score -6939636 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6939973.000000 Penalty: 5310.489258
	Iteration 19Q: 3 clusters Score -6939973 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6940238.000000 Penalty: 5310.489258
	Iteration 20F: 3 clusters Score -6940238 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6940513.000000 Penalty: 5310.489258
	Iteration 21Q: 3 clusters Score -6940513 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6940738.500000 Penalty: 5310.489258
	Iteration 22Q: 3 clusters Score -6940738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6940883.000000 Penalty: 5310.489258
	Iteration 23Q: 3 clusters Score -6940883 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6940988.000000 Penalty: 5310.489258
	Iteration 24Q: 3 clusters Score -6940988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6941065.000000 Penalty: 5310.489258
	Iteration 25Q: 3 clusters Score -6941065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6941109.000000 Penalty: 5310.489258
	Iteration 26Q: 3 clusters Score -6941109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6941153.000000 Penalty: 5310.489258
	Iteration 27Q: 3 clusters Score -6941153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6941186.500000 Penalty: 5310.489258
	Iteration 28Q: 3 clusters Score -6941186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6941205.000000 Penalty: 5310.489258
	Iteration 29Q: 3 clusters Score -6941205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6941234.500000 Penalty: 5310.489258
	Iteration 30Q: 3 clusters Score -6941234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6941251.500000 Penalty: 5310.489258
	Iteration 31Q: 3 clusters Score -6941252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6941265.000000 Penalty: 5310.489258
	Iteration 32Q: 3 clusters Score -6941265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6941279.500000 Penalty: 5310.489258
	Iteration 33Q: 3 clusters Score -6941280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6941277.500000 Penalty: 5310.489258
	Iteration 34Q: 3 clusters Score -6941278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6941293.000000 Penalty: 5310.489258
	Iteration 35Q: 3 clusters Score -6941293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6941297.500000 Penalty: 5310.489258
	Iteration 36Q: 3 clusters Score -6941298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6941323.000000 Penalty: 5310.489258
	Iteration 37Q: 3 clusters Score -6941323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6941329.000000 Penalty: 5310.489258
	Iteration 38Q: 3 clusters Score -6941329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6941352.500000 Penalty: 5310.489258
	Iteration 39Q: 3 clusters Score -6941352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6941363.500000 Penalty: 5310.489258
	Iteration 40F: 3 clusters Score -6941364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6941363.000000 Penalty: 5310.489258
	Iteration 41Q: 3 clusters Score -6941363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6941373.000000 Penalty: 5310.489258
	Iteration 42Q: 3 clusters Score -6941373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6941378.500000 Penalty: 5310.489258
	Iteration 43Q: 3 clusters Score -6941378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6941378.500000 Penalty: 5310.489258
	Iteration 44Q: 3 clusters Score -6941378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6941385.500000 Penalty: 5310.489258
	Iteration 45Q: 3 clusters Score -6941386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6941386.500000 Penalty: 5310.489258
	Iteration 46Q: 3 clusters Score -6941386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6941400.000000 Penalty: 5310.489258
	Iteration 47Q: 3 clusters Score -6941400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6941391.500000 Penalty: 5310.489258
	Iteration 48Q: 3 clusters Score -6941392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6941396.500000 Penalty: 5310.489258
	Iteration 49Q: 3 clusters Score -6941396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6941396.000000 Penalty: 5310.489258
	Iteration 50Q: 3 clusters Score -6941396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6941399.000000 Penalty: 5310.489258
	Iteration 51Q: 3 clusters Score -6941399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6941393.000000 Penalty: 5310.489258
	Iteration 52Q: 3 clusters Score -6941393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6941400.000000 Penalty: 5310.489258
	Iteration 53Q: 3 clusters Score -6941400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6941409.500000 Penalty: 5310.489258
	Iteration 54Q: 3 clusters Score -6941410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6941411.000000 Penalty: 5310.489258
	Iteration 55Q: 3 clusters Score -6941411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6941411.500000 Penalty: 5310.489258
	Iteration 56Q: 3 clusters Score -6941412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6941418.000000 Penalty: 5310.489258
	Iteration 57Q: 3 clusters Score -6941418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6941414.500000 Penalty: 5310.489258
	Iteration 58Q: 3 clusters Score -6941414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6941416.500000 Penalty: 5310.489258
	Iteration 59Q: 3 clusters Score -6941416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6941416.500000 Penalty: 5310.489258
	Iteration 60F: 3 clusters Score -6941416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Entering Unmasked Estep 
Score: -8403525.000000 Penalty: 2700.019531
	Iteration 0F: 2 clusters Score -8403525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -8367646.500000 Penalty: 5400.039062
	Iteration 0F: 3 clusters Score -8367646 nChanged 24698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -8381334.500000 Penalty: 5400.039062
	Iteration 1F: 3 clusters Score -8381334 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -8382174.500000 Penalty: 5400.039062
	Iteration 2Q: 3 clusters Score -8382174 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -8383251.500000 Penalty: 5400.039062
	Iteration 3Q: 3 clusters Score -8383252 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -8384712.000000 Penalty: 5400.039062
	Iteration 4F: 3 clusters Score -8384712 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -8386671.500000 Penalty: 5400.039062
	Iteration 5F: 3 clusters Score -8386672 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8389292.000000 Penalty: 5400.039062
	Iteration 6F: 3 clusters Score -8389292 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8392662.000000 Penalty: 5400.039062
	Iteration 7F: 3 clusters Score -8392662 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8395902.000000 Penalty: 5400.039062
	Iteration 8F: 3 clusters Score -8395902 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -8398345.000000 Penalty: 5400.039062
	Iteration 9F: 3 clusters Score -8398345 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -8399733.000000 Penalty: 5400.039062
	Iteration 10Q: 3 clusters Score -8399733 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -8400446.000000 Penalty: 5400.039062
	Iteration 11Q: 3 clusters Score -8400446 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -8400805.000000 Penalty: 5400.039062
	Iteration 12Q: 3 clusters Score -8400805 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8400947.000000 Penalty: 5400.039062
	Iteration 13Q: 3 clusters Score -8400947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -8401051.000000 Penalty: 5400.039062
	Iteration 14Q: 3 clusters Score -8401051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -8401119.000000 Penalty: 5400.039062
	Iteration 15Q: 3 clusters Score -8401119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -8401152.000000 Penalty: 5400.039062
	Iteration 16Q: 3 clusters Score -8401152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -8401179.000000 Penalty: 5400.039062
	Iteration 17Q: 3 clusters Score -8401179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -8401186.000000 Penalty: 5400.039062
	Iteration 18Q: 3 clusters Score -8401186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -8401207.000000 Penalty: 5400.039062
	Iteration 19Q: 3 clusters Score -8401207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -8401219.000000 Penalty: 5400.039062
	Iteration 20F: 3 clusters Score -8401219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -8401222.000000 Penalty: 5400.039062
	Iteration 21Q: 3 clusters Score -8401222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -8401231.000000 Penalty: 5400.039062
	Iteration 22Q: 3 clusters Score -8401231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -8401236.000000 Penalty: 5400.039062
	Iteration 23Q: 3 clusters Score -8401236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -8401236.000000 Penalty: 5400.039062
	Iteration 24Q: 3 clusters Score -8401236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -8401232.000000 Penalty: 5400.039062
	Iteration 25Q: 3 clusters Score -8401232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -8401243.000000 Penalty: 5400.039062
	Iteration 26Q: 3 clusters Score -8401243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -8401244.000000 Penalty: 5400.039062
	Iteration 27Q: 3 clusters Score -8401244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -8401250.000000 Penalty: 5400.039062
	Iteration 28Q: 3 clusters Score -8401250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8401247.000000 Penalty: 5400.039062
	Iteration 29Q: 3 clusters Score -8401247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -8401252.000000 Penalty: 5400.039062
	Iteration 30Q: 3 clusters Score -8401252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -8401251.000000 Penalty: 5400.039062
	Iteration 31Q: 3 clusters Score -8401251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -8401251.000000 Penalty: 5400.039062
	Iteration 32F: 3 clusters Score -8401251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -238619.843750 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -238619.8 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 794 members 
Entering Unmasked Estep 
Score: -236249.125000 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -236249.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -236696.015625 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -236696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -236968.125000 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -236968.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -237359.687500 Penalty: 3657.504883
	Iteration 3F: 3 clusters Score -237359.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -237809.843750 Penalty: 3657.504883
	Iteration 4F: 3 clusters Score -237809.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -238156.093750 Penalty: 3657.504883
	Iteration 5F: 3 clusters Score -238156.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -238332.250000 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -238332.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -238482.687500 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -238482.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -238618.625000 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -238618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -238730.015625 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -238730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -238903.906250 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -238903.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -239455.500000 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -239455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240383.515625 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -240383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -240400.890625 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -240400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -240400.890625 Penalty: 3657.504883
	Iteration 14F: 3 clusters Score -240400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20665 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
Score: -120388672.000000 Penalty: 148260.671875
Splitting cluster 15 changes total score from -120388520.000000 to -120388672.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -1120728.750000 Penalty: 2214.467285
	Iteration 0F: 2 clusters Score -1120729 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 3805 members 
Entering Unmasked Estep 
Score: -1114678.000000 Penalty: 4428.934570
	Iteration 0F: 3 clusters Score -1114678 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1116294.375000 Penalty: 4428.934570
	Iteration 1F: 3 clusters Score -1116294 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1116633.750000 Penalty: 4428.934570
	Iteration 2F: 3 clusters Score -1116634 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1116872.625000 Penalty: 4428.934570
	Iteration 3F: 3 clusters Score -1116873 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1117082.250000 Penalty: 4428.934570
	Iteration 4Q: 3 clusters Score -1117082 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1117291.000000 Penalty: 4428.934570
	Iteration 5Q: 3 clusters Score -1117291 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1117529.250000 Penalty: 4428.934570
	Iteration 6Q: 3 clusters Score -1117529 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1117792.250000 Penalty: 4428.934570
	Iteration 7Q: 3 clusters Score -1117792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1118052.250000 Penalty: 4428.934570
	Iteration 8Q: 3 clusters Score -1118052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1118284.375000 Penalty: 4428.934570
	Iteration 9Q: 3 clusters Score -1118284 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1118489.750000 Penalty: 4428.934570
	Iteration 10Q: 3 clusters Score -1118490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1118629.750000 Penalty: 4428.934570
	Iteration 11Q: 3 clusters Score -1118630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1118708.625000 Penalty: 4428.934570
	Iteration 12Q: 3 clusters Score -1118709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1118761.375000 Penalty: 4428.934570
	Iteration 13Q: 3 clusters Score -1118761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1118805.000000 Penalty: 4428.934570
	Iteration 14Q: 3 clusters Score -1118805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1118837.125000 Penalty: 4428.934570
	Iteration 15Q: 3 clusters Score -1118837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1118862.875000 Penalty: 4428.934570
	Iteration 16Q: 3 clusters Score -1118863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1118887.000000 Penalty: 4428.934570
	Iteration 17Q: 3 clusters Score -1118887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1118905.500000 Penalty: 4428.934570
	Iteration 18Q: 3 clusters Score -1118906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1118918.750000 Penalty: 4428.934570
	Iteration 19Q: 3 clusters Score -1118919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1118934.000000 Penalty: 4428.934570
	Iteration 20F: 3 clusters Score -1118934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1118944.375000 Penalty: 4428.934570
	Iteration 21Q: 3 clusters Score -1118944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1118946.750000 Penalty: 4428.934570
	Iteration 22Q: 3 clusters Score -1118947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1118950.875000 Penalty: 4428.934570
	Iteration 23Q: 3 clusters Score -1118951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1118954.750000 Penalty: 4428.934570
	Iteration 24Q: 3 clusters Score -1118955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1118959.875000 Penalty: 4428.934570
	Iteration 25Q: 3 clusters Score -1118960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1118958.750000 Penalty: 4428.934570
	Iteration 26Q: 3 clusters Score -1118959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1118960.125000 Penalty: 4428.934570
	Iteration 27Q: 3 clusters Score -1118960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1118962.500000 Penalty: 4428.934570
	Iteration 28Q: 3 clusters Score -1118962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1118966.625000 Penalty: 4428.934570
	Iteration 29Q: 3 clusters Score -1118967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1118967.875000 Penalty: 4428.934570
	Iteration 30Q: 3 clusters Score -1118968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1118969.500000 Penalty: 4428.934570
	Iteration 31Q: 3 clusters Score -1118970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1118970.875000 Penalty: 4428.934570
	Iteration 32Q: 3 clusters Score -1118971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1118971.750000 Penalty: 4428.934570
	Iteration 33Q: 3 clusters Score -1118972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1118973.000000 Penalty: 4428.934570
	Iteration 34Q: 3 clusters Score -1118973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1118973.000000 Penalty: 4428.934570
	Iteration 35F: 3 clusters Score -1118973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -484462.750000 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -484462.8 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 1591 members 
Entering Unmasked Estep 
Score: -481175.000000 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -481175 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -481858.218750 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -481858.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -482006.750000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -482006.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -482101.000000 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -482101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -482175.656250 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -482175.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482223.281250 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -482223.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -482257.968750 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -482258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482281.031250 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -482281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -482297.625000 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -482297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -482312.843750 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -482312.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -482321.968750 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -482322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482327.843750 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -482327.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -482337.312500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -482337.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -482346.812500 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -482346.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -482359.500000 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -482359.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -482373.937500 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -482373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -482391.218750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -482391.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -482404.968750 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -482405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -482428.125000 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -482428.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -482445.593750 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -482445.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -482466.437500 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -482466.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -482490.687500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -482490.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -482509.437500 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -482509.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -482537.093750 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -482537.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -482568.968750 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -482569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -482607.312500 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -482607.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -482635.812500 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -482635.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -482659.468750 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -482659.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -482678.031250 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -482678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -482692.812500 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -482692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -482706.031250 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -482706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -482719.812500 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -482719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -482734.093750 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -482734.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -482744.437500 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -482744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -482755.375000 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -482755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -482768.156250 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -482768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -482782.218750 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -482782.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -482792.937500 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -482792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -482798.468750 Penalty: 3993.307129
	Iteration 38Q: 3 clusters Score -482798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -482802.906250 Penalty: 3993.307129
	Iteration 39Q: 3 clusters Score -482802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -482807.500000 Penalty: 3993.307129
	Iteration 40F: 3 clusters Score -482807.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -482809.468750 Penalty: 3993.307129
	Iteration 41Q: 3 clusters Score -482809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -482809.375000 Penalty: 3993.307129
	Iteration 42Q: 3 clusters Score -482809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -482809.968750 Penalty: 3993.307129
	Iteration 43Q: 3 clusters Score -482810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -482809.968750 Penalty: 3993.307129
	Iteration 44F: 3 clusters Score -482810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (102233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Entering Unmasked Estep 
Score: -16149387.000000 Penalty: 2860.682373
	Iteration 0F: 2 clusters Score -1.614939e+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 51073 members 
Entering Unmasked Estep 
Score: -16085932.000000 Penalty: 5721.364746
	Iteration 0F: 3 clusters Score -1.608593e+07 nChanged 48437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -16113570.000000 Penalty: 5721.364746
	Iteration 1F: 3 clusters Score -1.611357e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -16114635.000000 Penalty: 5721.364746
	Iteration 2Q: 3 clusters Score -1.611464e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -16115962.000000 Penalty: 5721.364746
	Iteration 3Q: 3 clusters Score -1.611596e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -16117637.000000 Penalty: 5721.364746
	Iteration 4Q: 3 clusters Score -1.611764e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -16119830.000000 Penalty: 5721.364746
	Iteration 5F: 3 clusters Score -1.611983e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -16122460.000000 Penalty: 5721.364746
	Iteration 6F: 3 clusters Score -1.612246e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -16125320.000000 Penalty: 5721.364746
	Iteration 7F: 3 clusters Score -1.612532e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -16127986.000000 Penalty: 5721.364746
	Iteration 8F: 3 clusters Score -1.612799e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -16130843.000000 Penalty: 5721.364746
	Iteration 9F: 3 clusters Score -1.613084e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -16133411.000000 Penalty: 5721.364746
	Iteration 10Q: 3 clusters Score -1.613341e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -16136090.000000 Penalty: 5721.364746
	Iteration 11Q: 3 clusters Score -1.613609e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -16138586.000000 Penalty: 5721.364746
	Iteration 12Q: 3 clusters Score -1.613859e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -16140635.000000 Penalty: 5721.364746
	Iteration 13Q: 3 clusters Score -1.614064e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -16142227.000000 Penalty: 5721.364746
	Iteration 14Q: 3 clusters Score -1.614223e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -16143496.000000 Penalty: 5721.364746
	Iteration 15Q: 3 clusters Score -1.61435e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -16144339.000000 Penalty: 5721.364746
	Iteration 16Q: 3 clusters Score -1.614434e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -16144949.000000 Penalty: 5721.364746
	Iteration 17Q: 3 clusters Score -1.614495e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -16145388.000000 Penalty: 5721.364746
	Iteration 18Q: 3 clusters Score -1.614539e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -16145759.000000 Penalty: 5721.364746
	Iteration 19Q: 3 clusters Score -1.614576e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -16146027.000000 Penalty: 5721.364746
	Iteration 20F: 3 clusters Score -1.614603e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16146306.000000 Penalty: 5721.364746
	Iteration 21Q: 3 clusters Score -1.614631e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -16146475.000000 Penalty: 5721.364746
	Iteration 22Q: 3 clusters Score -1.614648e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -16146636.000000 Penalty: 5721.364746
	Iteration 23Q: 3 clusters Score -1.614664e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -16146710.000000 Penalty: 5721.364746
	Iteration 24Q: 3 clusters Score -1.614671e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -16146794.000000 Penalty: 5721.364746
	Iteration 25Q: 3 clusters Score -1.614679e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16146840.000000 Penalty: 5721.364746
	Iteration 26Q: 3 clusters Score -1.614684e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -16146896.000000 Penalty: 5721.364746
	Iteration 27Q: 3 clusters Score -1.61469e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16147001.000000 Penalty: 5721.364746
	Iteration 28Q: 3 clusters Score -1.6147e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16147021.000000 Penalty: 5721.364746
	Iteration 29Q: 3 clusters Score -1.614702e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -16147025.000000 Penalty: 5721.364746
	Iteration 30Q: 3 clusters Score -1.614702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -16147070.000000 Penalty: 5721.364746
	Iteration 31Q: 3 clusters Score -1.614707e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16147111.000000 Penalty: 5721.364746
	Iteration 32Q: 3 clusters Score -1.614711e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -16147131.000000 Penalty: 5721.364746
	Iteration 33Q: 3 clusters Score -1.614713e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -16147147.000000 Penalty: 5721.364746
	Iteration 34Q: 3 clusters Score -1.614715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -16147134.000000 Penalty: 5721.364746
	Iteration 35Q: 3 clusters Score -1.614713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -16147131.000000 Penalty: 5721.364746
	Iteration 36Q: 3 clusters Score -1.614713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -16147138.000000 Penalty: 5721.364746
	Iteration 37Q: 3 clusters Score -1.614714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -16147172.000000 Penalty: 5721.364746
	Iteration 38Q: 3 clusters Score -1.614717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -16147190.000000 Penalty: 5721.364746
	Iteration 39Q: 3 clusters Score -1.614719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16147197.000000 Penalty: 5721.364746
	Iteration 40F: 3 clusters Score -1.61472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -16147187.000000 Penalty: 5721.364746
	Iteration 41Q: 3 clusters Score -1.614719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16147204.000000 Penalty: 5721.364746
	Iteration 42Q: 3 clusters Score -1.61472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -16147196.000000 Penalty: 5721.364746
	Iteration 43Q: 3 clusters Score -1.61472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16147205.000000 Penalty: 5721.364746
	Iteration 44Q: 3 clusters Score -1.61472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -16147213.000000 Penalty: 5721.364746
	Iteration 45Q: 3 clusters Score -1.614721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16147225.000000 Penalty: 5721.364746
	Iteration 46Q: 3 clusters Score -1.614722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -16147194.000000 Penalty: 5721.364746
	Iteration 47Q: 3 clusters Score -1.614719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16147220.000000 Penalty: 5721.364746
	Iteration 48Q: 3 clusters Score -1.614722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -16147207.000000 Penalty: 5721.364746
	Iteration 49Q: 3 clusters Score -1.614721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16147238.000000 Penalty: 5721.364746
	Iteration 50Q: 3 clusters Score -1.614724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16147248.000000 Penalty: 5721.364746
	Iteration 51Q: 3 clusters Score -1.614725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16147248.000000 Penalty: 5721.364746
	Iteration 52Q: 3 clusters Score -1.614725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16147246.000000 Penalty: 5721.364746
	Iteration 53Q: 3 clusters Score -1.614725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100277 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16147248.000000 Penalty: 5721.364746
	Iteration 54Q: 3 clusters Score -1.614725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -16147262.000000 Penalty: 5721.364746
	Iteration 55Q: 3 clusters Score -1.614726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -16147268.000000 Penalty: 5721.364746
	Iteration 56Q: 3 clusters Score -1.614727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16147280.000000 Penalty: 5721.364746
	Iteration 57Q: 3 clusters Score -1.614728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16147287.000000 Penalty: 5721.364746
	Iteration 58Q: 3 clusters Score -1.614729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -16147303.000000 Penalty: 5721.364746
	Iteration 59Q: 3 clusters Score -1.61473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16147295.000000 Penalty: 5721.364746
	Iteration 60F: 3 clusters Score -1.61473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16147294.000000 Penalty: 5721.364746
	Iteration 61Q: 3 clusters Score -1.614729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16147294.000000 Penalty: 5721.364746
	Iteration 62Q: 3 clusters Score -1.614729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100347 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -16147295.000000 Penalty: 5721.364746
	Iteration 63Q: 3 clusters Score -1.61473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16147296.000000 Penalty: 5721.364746
	Iteration 64Q: 3 clusters Score -1.61473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -16147289.000000 Penalty: 5721.364746
	Iteration 65Q: 3 clusters Score -1.614729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16147297.000000 Penalty: 5721.364746
	Iteration 66Q: 3 clusters Score -1.61473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16147296.000000 Penalty: 5721.364746
	Iteration 67Q: 3 clusters Score -1.61473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16147300.000000 Penalty: 5721.364746
	Iteration 68Q: 3 clusters Score -1.61473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16147300.000000 Penalty: 5721.364746
	Iteration 69Q: 3 clusters Score -1.61473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16147285.000000 Penalty: 5721.364746
	Iteration 70Q: 3 clusters Score -1.614728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16147290.000000 Penalty: 5721.364746
	Iteration 71Q: 3 clusters Score -1.614729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16147290.000000 Penalty: 5721.364746
	Iteration 72Q: 3 clusters Score -1.614729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16147283.000000 Penalty: 5721.364746
	Iteration 73Q: 3 clusters Score -1.614728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16147296.000000 Penalty: 5721.364746
	Iteration 74Q: 3 clusters Score -1.61473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16147288.000000 Penalty: 5721.364746
	Iteration 75Q: 3 clusters Score -1.614729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -16147280.000000 Penalty: 5721.364746
	Iteration 76Q: 3 clusters Score -1.614728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -16147288.000000 Penalty: 5721.364746
	Iteration 77Q: 3 clusters Score -1.614729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -16147304.000000 Penalty: 5721.364746
	Iteration 78Q: 3 clusters Score -1.61473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16147308.000000 Penalty: 5721.364746
	Iteration 79Q: 3 clusters Score -1.614731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -16147317.000000 Penalty: 5721.364746
	Iteration 80F: 3 clusters Score -1.614732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16147315.000000 Penalty: 5721.364746
	Iteration 81Q: 3 clusters Score -1.614732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -16147317.000000 Penalty: 5721.364746
	Iteration 82Q: 3 clusters Score -1.614732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -16147322.000000 Penalty: 5721.364746
	Iteration 83Q: 3 clusters Score -1.614732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16147320.000000 Penalty: 5721.364746
	Iteration 84Q: 3 clusters Score -1.614732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16147322.000000 Penalty: 5721.364746
	Iteration 85Q: 3 clusters Score -1.614732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -16147317.000000 Penalty: 5721.364746
	Iteration 86Q: 3 clusters Score -1.614732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16147314.000000 Penalty: 5721.364746
	Iteration 87Q: 3 clusters Score -1.614731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16147314.000000 Penalty: 5721.364746
	Iteration 88F: 3 clusters Score -1.614731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Entering Unmasked Estep 
Score: -3039275.500000 Penalty: 2462.563477
	Iteration 0F: 2 clusters Score -3039276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3024903.750000 Penalty: 4925.126953
	Iteration 0F: 3 clusters Score -3024904 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3030097.500000 Penalty: 4925.126953
	Iteration 1F: 3 clusters Score -3030098 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3030824.000000 Penalty: 4925.126953
	Iteration 2F: 3 clusters Score -3030824 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3031511.000000 Penalty: 4925.126953
	Iteration 3F: 3 clusters Score -3031511 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3032209.000000 Penalty: 4925.126953
	Iteration 4F: 3 clusters Score -3032209 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3032916.250000 Penalty: 4925.126953
	Iteration 5F: 3 clusters Score -3032916 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3033605.500000 Penalty: 4925.126953
	Iteration 6F: 3 clusters Score -3033606 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3034175.500000 Penalty: 4925.126953
	Iteration 7Q: 3 clusters Score -3034176 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3034658.750000 Penalty: 4925.126953
	Iteration 8Q: 3 clusters Score -3034659 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3035049.000000 Penalty: 4925.126953
	Iteration 9Q: 3 clusters Score -3035049 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3035356.000000 Penalty: 4925.126953
	Iteration 10Q: 3 clusters Score -3035356 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3035549.000000 Penalty: 4925.126953
	Iteration 11Q: 3 clusters Score -3035549 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3035655.750000 Penalty: 4925.126953
	Iteration 12Q: 3 clusters Score -3035656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3035761.750000 Penalty: 4925.126953
	Iteration 13Q: 3 clusters Score -3035762 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3035815.250000 Penalty: 4925.126953
	Iteration 14Q: 3 clusters Score -3035815 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3035884.500000 Penalty: 4925.126953
	Iteration 15Q: 3 clusters Score -3035884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3035942.250000 Penalty: 4925.126953
	Iteration 16Q: 3 clusters Score -3035942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3035986.500000 Penalty: 4925.126953
	Iteration 17Q: 3 clusters Score -3035986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3036043.000000 Penalty: 4925.126953
	Iteration 18Q: 3 clusters Score -3036043 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3036093.250000 Penalty: 4925.126953
	Iteration 19Q: 3 clusters Score -3036093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3036152.750000 Penalty: 4925.126953
	Iteration 20F: 3 clusters Score -3036153 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3036221.500000 Penalty: 4925.126953
	Iteration 21Q: 3 clusters Score -3036222 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3036277.500000 Penalty: 4925.126953
	Iteration 22Q: 3 clusters Score -3036278 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3036323.250000 Penalty: 4925.126953
	Iteration 23Q: 3 clusters Score -3036323 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3036386.250000 Penalty: 4925.126953
	Iteration 24Q: 3 clusters Score -3036386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3036443.000000 Penalty: 4925.126953
	Iteration 25Q: 3 clusters Score -3036443 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3036501.250000 Penalty: 4925.126953
	Iteration 26Q: 3 clusters Score -3036501 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3036568.250000 Penalty: 4925.126953
	Iteration 27Q: 3 clusters Score -3036568 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3036621.500000 Penalty: 4925.126953
	Iteration 28Q: 3 clusters Score -3036622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3036676.500000 Penalty: 4925.126953
	Iteration 29Q: 3 clusters Score -3036676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3036739.500000 Penalty: 4925.126953
	Iteration 30Q: 3 clusters Score -3036740 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3036761.750000 Penalty: 4925.126953
	Iteration 31Q: 3 clusters Score -3036762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3036787.250000 Penalty: 4925.126953
	Iteration 32Q: 3 clusters Score -3036787 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3036814.750000 Penalty: 4925.126953
	Iteration 33Q: 3 clusters Score -3036815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3036833.750000 Penalty: 4925.126953
	Iteration 34Q: 3 clusters Score -3036834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3036859.250000 Penalty: 4925.126953
	Iteration 35Q: 3 clusters Score -3036859 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3036881.750000 Penalty: 4925.126953
	Iteration 36Q: 3 clusters Score -3036882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3036891.750000 Penalty: 4925.126953
	Iteration 37Q: 3 clusters Score -3036892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3036900.000000 Penalty: 4925.126953
	Iteration 38Q: 3 clusters Score -3036900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3036919.000000 Penalty: 4925.126953
	Iteration 39Q: 3 clusters Score -3036919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3036945.750000 Penalty: 4925.126953
	Iteration 40F: 3 clusters Score -3036946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3036958.750000 Penalty: 4925.126953
	Iteration 41Q: 3 clusters Score -3036959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3036978.500000 Penalty: 4925.126953
	Iteration 42Q: 3 clusters Score -3036978 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3037003.000000 Penalty: 4925.126953
	Iteration 43Q: 3 clusters Score -3037003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3037021.750000 Penalty: 4925.126953
	Iteration 44Q: 3 clusters Score -3037022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3037051.250000 Penalty: 4925.126953
	Iteration 45Q: 3 clusters Score -3037051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3037074.750000 Penalty: 4925.126953
	Iteration 46Q: 3 clusters Score -3037075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3037102.250000 Penalty: 4925.126953
	Iteration 47Q: 3 clusters Score -3037102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3037126.250000 Penalty: 4925.126953
	Iteration 48Q: 3 clusters Score -3037126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3037162.250000 Penalty: 4925.126953
	Iteration 49Q: 3 clusters Score -3037162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3037217.250000 Penalty: 4925.126953
	Iteration 50Q: 3 clusters Score -3037217 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3037267.750000 Penalty: 4925.126953
	Iteration 51Q: 3 clusters Score -3037268 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3037340.000000 Penalty: 4925.126953
	Iteration 52Q: 3 clusters Score -3037340 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3037433.250000 Penalty: 4925.126953
	Iteration 53Q: 3 clusters Score -3037433 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3037538.000000 Penalty: 4925.126953
	Iteration 54Q: 3 clusters Score -3037538 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3037634.250000 Penalty: 4925.126953
	Iteration 55Q: 3 clusters Score -3037634 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3037729.250000 Penalty: 4925.126953
	Iteration 56Q: 3 clusters Score -3037729 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3037799.250000 Penalty: 4925.126953
	Iteration 57Q: 3 clusters Score -3037799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3037868.000000 Penalty: 4925.126953
	Iteration 58Q: 3 clusters Score -3037868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3037923.500000 Penalty: 4925.126953
	Iteration 59Q: 3 clusters Score -3037924 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3037974.750000 Penalty: 4925.126953
	Iteration 60F: 3 clusters Score -3037975 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3038018.000000 Penalty: 4925.126953
	Iteration 61Q: 3 clusters Score -3038018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3038051.000000 Penalty: 4925.126953
	Iteration 62Q: 3 clusters Score -3038051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3038075.250000 Penalty: 4925.126953
	Iteration 63Q: 3 clusters Score -3038075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3038089.000000 Penalty: 4925.126953
	Iteration 64Q: 3 clusters Score -3038089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3038110.500000 Penalty: 4925.126953
	Iteration 65Q: 3 clusters Score -3038110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3038131.250000 Penalty: 4925.126953
	Iteration 66Q: 3 clusters Score -3038131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3038147.750000 Penalty: 4925.126953
	Iteration 67Q: 3 clusters Score -3038148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3038155.750000 Penalty: 4925.126953
	Iteration 68Q: 3 clusters Score -3038156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3038170.250000 Penalty: 4925.126953
	Iteration 69Q: 3 clusters Score -3038170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3038181.250000 Penalty: 4925.126953
	Iteration 70Q: 3 clusters Score -3038181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3038190.500000 Penalty: 4925.126953
	Iteration 71Q: 3 clusters Score -3038190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3038204.500000 Penalty: 4925.126953
	Iteration 72Q: 3 clusters Score -3038204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3038207.000000 Penalty: 4925.126953
	Iteration 73Q: 3 clusters Score -3038207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3038215.000000 Penalty: 4925.126953
	Iteration 74Q: 3 clusters Score -3038215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3038218.500000 Penalty: 4925.126953
	Iteration 75Q: 3 clusters Score -3038218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3038217.250000 Penalty: 4925.126953
	Iteration 76Q: 3 clusters Score -3038217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3038218.750000 Penalty: 4925.126953
	Iteration 77Q: 3 clusters Score -3038219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3038222.750000 Penalty: 4925.126953
	Iteration 78Q: 3 clusters Score -3038223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3038228.000000 Penalty: 4925.126953
	Iteration 79Q: 3 clusters Score -3038228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3038232.500000 Penalty: 4925.126953
	Iteration 80F: 3 clusters Score -3038232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3038232.750000 Penalty: 4925.126953
	Iteration 81Q: 3 clusters Score -3038233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3038232.750000 Penalty: 4925.126953
	Iteration 82Q: 3 clusters Score -3038233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3038235.750000 Penalty: 4925.126953
	Iteration 83Q: 3 clusters Score -3038236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3038239.500000 Penalty: 4925.126953
	Iteration 84Q: 3 clusters Score -3038240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3038240.750000 Penalty: 4925.126953
	Iteration 85Q: 3 clusters Score -3038241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3038245.750000 Penalty: 4925.126953
	Iteration 86Q: 3 clusters Score -3038246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3038244.250000 Penalty: 4925.126953
	Iteration 87Q: 3 clusters Score -3038244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3038245.250000 Penalty: 4925.126953
	Iteration 88Q: 3 clusters Score -3038245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3038253.250000 Penalty: 4925.126953
	Iteration 89Q: 3 clusters Score -3038253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3038253.000000 Penalty: 4925.126953
	Iteration 90Q: 3 clusters Score -3038253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3038250.750000 Penalty: 4925.126953
	Iteration 91Q: 3 clusters Score -3038251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3038250.500000 Penalty: 4925.126953
	Iteration 92Q: 3 clusters Score -3038250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3038246.250000 Penalty: 4925.126953
	Iteration 93Q: 3 clusters Score -3038246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3038246.750000 Penalty: 4925.126953
	Iteration 94Q: 3 clusters Score -3038247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3038248.250000 Penalty: 4925.126953
	Iteration 95Q: 3 clusters Score -3038248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3038248.250000 Penalty: 4925.126953
	Iteration 96F: 3 clusters Score -3038248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Entering Unmasked Estep 
Score: -731466.750000 Penalty: 2104.965576
	Iteration 0F: 2 clusters Score -731466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -727022.187500 Penalty: 4209.931152
	Iteration 0F: 3 clusters Score -727022.2 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -728178.625000 Penalty: 4209.931152
	Iteration 1F: 3 clusters Score -728178.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -728481.500000 Penalty: 4209.931152
	Iteration 2F: 3 clusters Score -728481.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -728763.687500 Penalty: 4209.931152
	Iteration 3F: 3 clusters Score -728763.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -729080.062500 Penalty: 4209.931152
	Iteration 4F: 3 clusters Score -729080.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -729564.000000 Penalty: 4209.931152
	Iteration 5F: 3 clusters Score -729564 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -730218.062500 Penalty: 4209.931152
	Iteration 6F: 3 clusters Score -730218.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -731001.187500 Penalty: 4209.931152
	Iteration 7F: 3 clusters Score -731001.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -731542.000000 Penalty: 4209.931152
	Iteration 8F: 3 clusters Score -731542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -731873.812500 Penalty: 4209.931152
	Iteration 9F: 3 clusters Score -731873.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -732053.750000 Penalty: 4209.931152
	Iteration 10Q: 3 clusters Score -732053.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -732149.375000 Penalty: 4209.931152
	Iteration 11Q: 3 clusters Score -732149.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -732193.625000 Penalty: 4209.931152
	Iteration 12Q: 3 clusters Score -732193.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -732231.062500 Penalty: 4209.931152
	Iteration 13Q: 3 clusters Score -732231.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -732246.125000 Penalty: 4209.931152
	Iteration 14Q: 3 clusters Score -732246.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -732254.562500 Penalty: 4209.931152
	Iteration 15Q: 3 clusters Score -732254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -732264.187500 Penalty: 4209.931152
	Iteration 16Q: 3 clusters Score -732264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -732273.562500 Penalty: 4209.931152
	Iteration 17Q: 3 clusters Score -732273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -732280.312500 Penalty: 4209.931152
	Iteration 18Q: 3 clusters Score -732280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -732282.000000 Penalty: 4209.931152
	Iteration 19Q: 3 clusters Score -732282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -732284.125000 Penalty: 4209.931152
	Iteration 20F: 3 clusters Score -732284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -732283.187500 Penalty: 4209.931152
	Iteration 21Q: 3 clusters Score -732283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -732284.500000 Penalty: 4209.931152
	Iteration 22Q: 3 clusters Score -732284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -732284.687500 Penalty: 4209.931152
	Iteration 23Q: 3 clusters Score -732284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -732286.125000 Penalty: 4209.931152
	Iteration 24Q: 3 clusters Score -732286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -732285.875000 Penalty: 4209.931152
	Iteration 25Q: 3 clusters Score -732285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -732288.562500 Penalty: 4209.931152
	Iteration 26Q: 3 clusters Score -732288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -732288.562500 Penalty: 4209.931152
	Iteration 27F: 3 clusters Score -732288.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20665 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 2362 members 
Entering Unmasked Estep 
Score: -120388216.000000 Penalty: 151630.234375
Splitting cluster 20 changes total score from -120388520.000000 to -120388216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Entering Unmasked Estep 
Score: -1942253.500000 Penalty: 2351.528320
	Iteration 0F: 2 clusters Score -1942254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1932755.750000 Penalty: 4703.056641
	Iteration 0F: 3 clusters Score -1932756 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1935885.250000 Penalty: 4703.056641
	Iteration 1F: 3 clusters Score -1935885 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1936408.000000 Penalty: 4703.056641
	Iteration 2F: 3 clusters Score -1936408 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1936925.375000 Penalty: 4703.056641
	Iteration 3F: 3 clusters Score -1936925 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1937438.750000 Penalty: 4703.056641
	Iteration 4F: 3 clusters Score -1937439 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1938076.000000 Penalty: 4703.056641
	Iteration 5F: 3 clusters Score -1938076 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1938824.500000 Penalty: 4703.056641
	Iteration 6F: 3 clusters Score -1938824 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1939649.125000 Penalty: 4703.056641
	Iteration 7F: 3 clusters Score -1939649 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1940536.125000 Penalty: 4703.056641
	Iteration 8F: 3 clusters Score -1940536 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1941276.750000 Penalty: 4703.056641
	Iteration 9F: 3 clusters Score -1941277 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1941825.250000 Penalty: 4703.056641
	Iteration 10Q: 3 clusters Score -1941825 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1942150.750000 Penalty: 4703.056641
	Iteration 11Q: 3 clusters Score -1942151 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1942291.375000 Penalty: 4703.056641
	Iteration 12Q: 3 clusters Score -1942291 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1942378.750000 Penalty: 4703.056641
	Iteration 13Q: 3 clusters Score -1942379 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1942419.625000 Penalty: 4703.056641
	Iteration 14Q: 3 clusters Score -1942420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1942447.250000 Penalty: 4703.056641
	Iteration 15Q: 3 clusters Score -1942447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1942472.250000 Penalty: 4703.056641
	Iteration 16Q: 3 clusters Score -1942472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1942479.375000 Penalty: 4703.056641
	Iteration 17Q: 3 clusters Score -1942479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1942491.375000 Penalty: 4703.056641
	Iteration 18Q: 3 clusters Score -1942491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1942497.625000 Penalty: 4703.056641
	Iteration 19Q: 3 clusters Score -1942498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1942495.250000 Penalty: 4703.056641
	Iteration 20F: 3 clusters Score -1942495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1942493.250000 Penalty: 4703.056641
	Iteration 21Q: 3 clusters Score -1942493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1942496.625000 Penalty: 4703.056641
	Iteration 22Q: 3 clusters Score -1942497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1942498.625000 Penalty: 4703.056641
	Iteration 23Q: 3 clusters Score -1942499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1942504.125000 Penalty: 4703.056641
	Iteration 24Q: 3 clusters Score -1942504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1942504.125000 Penalty: 4703.056641
	Iteration 25F: 3 clusters Score -1942504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 6212 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20665 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 6909 members 
Entering Unmasked Estep 
Score: -120388264.000000 Penalty: 151630.234375
Splitting cluster 21 changes total score from -120388520.000000 to -120388264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -647681.312500 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -647681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -643531.625000 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -643531.6 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -644476.500000 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -644476.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -644705.187500 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -644705.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -644900.500000 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -644900.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -645056.812500 Penalty: 4155.909668
	Iteration 4F: 3 clusters Score -645056.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -645188.625000 Penalty: 4155.909668
	Iteration 5Q: 3 clusters Score -645188.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -645302.312500 Penalty: 4155.909668
	Iteration 6Q: 3 clusters Score -645302.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -645402.312500 Penalty: 4155.909668
	Iteration 7Q: 3 clusters Score -645402.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -645486.500000 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -645486.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -645563.187500 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -645563.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -645622.812500 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -645622.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -645674.875000 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -645674.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -645719.187500 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -645719.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -645757.437500 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -645757.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -645782.937500 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -645782.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -645808.437500 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -645808.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -645831.312500 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -645831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -645845.937500 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -645845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -645856.375000 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -645856.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -645868.187500 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -645868.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -645879.625000 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -645879.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -645886.812500 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -645886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -645895.687500 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -645895.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -645903.437500 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -645903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -645909.187500 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -645909.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -645918.375000 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -645918.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -645929.375000 Penalty: 4155.909668
	Iteration 26Q: 3 clusters Score -645929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -645936.375000 Penalty: 4155.909668
	Iteration 27Q: 3 clusters Score -645936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -645947.375000 Penalty: 4155.909668
	Iteration 28Q: 3 clusters Score -645947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -645952.375000 Penalty: 4155.909668
	Iteration 29Q: 3 clusters Score -645952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -645956.562500 Penalty: 4155.909668
	Iteration 30Q: 3 clusters Score -645956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -645959.687500 Penalty: 4155.909668
	Iteration 31Q: 3 clusters Score -645959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -645963.250000 Penalty: 4155.909668
	Iteration 32Q: 3 clusters Score -645963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -645964.250000 Penalty: 4155.909668
	Iteration 33Q: 3 clusters Score -645964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -645966.000000 Penalty: 4155.909668
	Iteration 34Q: 3 clusters Score -645966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -645970.687500 Penalty: 4155.909668
	Iteration 35Q: 3 clusters Score -645970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -645972.062500 Penalty: 4155.909668
	Iteration 36Q: 3 clusters Score -645972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -645973.250000 Penalty: 4155.909668
	Iteration 37Q: 3 clusters Score -645973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -645973.437500 Penalty: 4155.909668
	Iteration 38Q: 3 clusters Score -645973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -645974.187500 Penalty: 4155.909668
	Iteration 39Q: 3 clusters Score -645974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -645976.187500 Penalty: 4155.909668
	Iteration 40F: 3 clusters Score -645976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -645978.625000 Penalty: 4155.909668
	Iteration 41Q: 3 clusters Score -645978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -645980.625000 Penalty: 4155.909668
	Iteration 42Q: 3 clusters Score -645980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -645984.812500 Penalty: 4155.909668
	Iteration 43Q: 3 clusters Score -645984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -645988.000000 Penalty: 4155.909668
	Iteration 44Q: 3 clusters Score -645988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -645990.375000 Penalty: 4155.909668
	Iteration 45Q: 3 clusters Score -645990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -645993.062500 Penalty: 4155.909668
	Iteration 46Q: 3 clusters Score -645993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -645993.125000 Penalty: 4155.909668
	Iteration 47Q: 3 clusters Score -645993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -645996.625000 Penalty: 4155.909668
	Iteration 48Q: 3 clusters Score -645996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -645999.062500 Penalty: 4155.909668
	Iteration 49Q: 3 clusters Score -645999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -645999.062500 Penalty: 4155.909668
	Iteration 50Q: 3 clusters Score -645999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -645999.500000 Penalty: 4155.909668
	Iteration 51Q: 3 clusters Score -645999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -645999.437500 Penalty: 4155.909668
	Iteration 52Q: 3 clusters Score -645999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -645999.437500 Penalty: 4155.909668
	Iteration 53F: 3 clusters Score -645999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -959056.875000 Penalty: 2168.356201
	Iteration 0F: 2 clusters Score -959056.9 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 3109 members 
Entering Unmasked Estep 
Score: -953762.625000 Penalty: 4336.712402
	Iteration 0F: 3 clusters Score -953762.6 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -955080.937500 Penalty: 4336.712402
	Iteration 1F: 3 clusters Score -955080.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -955413.625000 Penalty: 4336.712402
	Iteration 2F: 3 clusters Score -955413.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -955660.312500 Penalty: 4336.712402
	Iteration 3F: 3 clusters Score -955660.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -955889.250000 Penalty: 4336.712402
	Iteration 4F: 3 clusters Score -955889.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -956095.687500 Penalty: 4336.712402
	Iteration 5F: 3 clusters Score -956095.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -956323.750000 Penalty: 4336.712402
	Iteration 6Q: 3 clusters Score -956323.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -956544.187500 Penalty: 4336.712402
	Iteration 7F: 3 clusters Score -956544.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -956743.625000 Penalty: 4336.712402
	Iteration 8Q: 3 clusters Score -956743.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -956946.437500 Penalty: 4336.712402
	Iteration 9Q: 3 clusters Score -956946.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -957125.875000 Penalty: 4336.712402
	Iteration 10Q: 3 clusters Score -957125.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -957256.812500 Penalty: 4336.712402
	Iteration 11Q: 3 clusters Score -957256.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -957341.562500 Penalty: 4336.712402
	Iteration 12Q: 3 clusters Score -957341.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -957420.375000 Penalty: 4336.712402
	Iteration 13Q: 3 clusters Score -957420.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -957491.625000 Penalty: 4336.712402
	Iteration 14Q: 3 clusters Score -957491.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -957550.125000 Penalty: 4336.712402
	Iteration 15Q: 3 clusters Score -957550.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -957595.125000 Penalty: 4336.712402
	Iteration 16Q: 3 clusters Score -957595.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -957632.000000 Penalty: 4336.712402
	Iteration 17Q: 3 clusters Score -957632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -957661.375000 Penalty: 4336.712402
	Iteration 18Q: 3 clusters Score -957661.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -957682.125000 Penalty: 4336.712402
	Iteration 19Q: 3 clusters Score -957682.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -957698.437500 Penalty: 4336.712402
	Iteration 20F: 3 clusters Score -957698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -957704.250000 Penalty: 4336.712402
	Iteration 21Q: 3 clusters Score -957704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -957709.125000 Penalty: 4336.712402
	Iteration 22Q: 3 clusters Score -957709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -957714.625000 Penalty: 4336.712402
	Iteration 23Q: 3 clusters Score -957714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -957718.750000 Penalty: 4336.712402
	Iteration 24Q: 3 clusters Score -957718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -957719.437500 Penalty: 4336.712402
	Iteration 25Q: 3 clusters Score -957719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -957721.937500 Penalty: 4336.712402
	Iteration 26Q: 3 clusters Score -957721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -957723.250000 Penalty: 4336.712402
	Iteration 27Q: 3 clusters Score -957723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -957725.625000 Penalty: 4336.712402
	Iteration 28Q: 3 clusters Score -957725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -957727.437500 Penalty: 4336.712402
	Iteration 29Q: 3 clusters Score -957727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -957728.937500 Penalty: 4336.712402
	Iteration 30Q: 3 clusters Score -957728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -957730.812500 Penalty: 4336.712402
	Iteration 31Q: 3 clusters Score -957730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -957732.250000 Penalty: 4336.712402
	Iteration 32Q: 3 clusters Score -957732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -957735.437500 Penalty: 4336.712402
	Iteration 33Q: 3 clusters Score -957735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -957745.312500 Penalty: 4336.712402
	Iteration 34Q: 3 clusters Score -957745.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -957746.500000 Penalty: 4336.712402
	Iteration 35Q: 3 clusters Score -957746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -957750.187500 Penalty: 4336.712402
	Iteration 36Q: 3 clusters Score -957750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -957751.625000 Penalty: 4336.712402
	Iteration 37Q: 3 clusters Score -957751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -957753.187500 Penalty: 4336.712402
	Iteration 38Q: 3 clusters Score -957753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -957755.687500 Penalty: 4336.712402
	Iteration 39Q: 3 clusters Score -957755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -957756.687500 Penalty: 4336.712402
	Iteration 40F: 3 clusters Score -957756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -957759.687500 Penalty: 4336.712402
	Iteration 41Q: 3 clusters Score -957759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -957760.625000 Penalty: 4336.712402
	Iteration 42Q: 3 clusters Score -957760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -957763.937500 Penalty: 4336.712402
	Iteration 43Q: 3 clusters Score -957763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -957765.062500 Penalty: 4336.712402
	Iteration 44Q: 3 clusters Score -957765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -957767.687500 Penalty: 4336.712402
	Iteration 45Q: 3 clusters Score -957767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -957767.875000 Penalty: 4336.712402
	Iteration 46Q: 3 clusters Score -957767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -957775.187500 Penalty: 4336.712402
	Iteration 47Q: 3 clusters Score -957775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -957784.937500 Penalty: 4336.712402
	Iteration 48Q: 3 clusters Score -957784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -957791.625000 Penalty: 4336.712402
	Iteration 49Q: 3 clusters Score -957791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -957796.625000 Penalty: 4336.712402
	Iteration 50Q: 3 clusters Score -957796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -957802.750000 Penalty: 4336.712402
	Iteration 51Q: 3 clusters Score -957802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -957805.437500 Penalty: 4336.712402
	Iteration 52Q: 3 clusters Score -957805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -957805.125000 Penalty: 4336.712402
	Iteration 53Q: 3 clusters Score -957805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -957805.125000 Penalty: 4336.712402
	Iteration 54F: 3 clusters Score -957805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -166549.890625 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -166549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -164555.765625 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -164555.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -164934.828125 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -164934.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -165071.828125 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -165071.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -165160.812500 Penalty: 3486.866699
	Iteration 3F: 3 clusters Score -165160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165254.171875 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -165254.2 nChanged 48
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: -165324.406250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -165324.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165368.484375 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -165368.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165405.359375 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -165405.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165441.953125 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -165442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165464.859375 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -165464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165480.609375 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -165480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165493.656250 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -165493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165510.703125 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -165510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165522.156250 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -165522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165528.109375 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -165528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165530.062500 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -165530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165530.875000 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -165530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165530.875000 Penalty: 3486.866699
	Iteration 17F: 3 clusters Score -165530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Entering Unmasked Estep 
Score: -8767984.000000 Penalty: 2712.634277
	Iteration 0F: 2 clusters Score -8767984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -8730122.000000 Penalty: 5425.268555
	Iteration 0F: 3 clusters Score -8730122 nChanged 26056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -8744729.000000 Penalty: 5425.268555
	Iteration 1F: 3 clusters Score -8744729 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -8745460.000000 Penalty: 5425.268555
	Iteration 2Q: 3 clusters Score -8745460 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -8746291.000000 Penalty: 5425.268555
	Iteration 3Q: 3 clusters Score -8746291 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -8747386.000000 Penalty: 5425.268555
	Iteration 4Q: 3 clusters Score -8747386 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -8748850.000000 Penalty: 5425.268555
	Iteration 5Q: 3 clusters Score -8748850 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -8750651.000000 Penalty: 5425.268555
	Iteration 6F: 3 clusters Score -8750651 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8752772.000000 Penalty: 5425.268555
	Iteration 7F: 3 clusters Score -8752772 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8754951.000000 Penalty: 5425.268555
	Iteration 8F: 3 clusters Score -8754951 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8756890.000000 Penalty: 5425.268555
	Iteration 9F: 3 clusters Score -8756890 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8758472.000000 Penalty: 5425.268555
	Iteration 10Q: 3 clusters Score -8758472 nChanged 2158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8759803 nChanged 1789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8760717 nChanged 1491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8761344 nChanged 1146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8761724 nChanged 925
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Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8761994 nChanged 755
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Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8762235 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8762429 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8762648 nChanged 723
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8762926 nChanged 848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8763320 nChanged 892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8763695 nChanged 981
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8764227 nChanged 1093
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8764849 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8765520 nChanged 992
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8766023 nChanged 843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8766412 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8766648 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -8766732.000000 Penalty: 5425.268555
	Iteration 28Q: 3 clusters Score -8766732 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8766826 nChanged 269
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Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8766861 nChanged 185
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Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8766882 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8766901 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8766938 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8766937 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8766919.000000 Penalty: 5425.268555
	Iteration 35Q: 3 clusters Score -8766919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -8766928.000000 Penalty: 5425.268555
	Iteration 36Q: 3 clusters Score -8766928 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8766931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8766945 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8766919 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -8766926.000000 Penalty: 5425.268555
	Iteration 40F: 3 clusters Score -8766926 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8766957 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8766944 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8766949 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8766967 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29557 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8766959 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8766957 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -8766954.000000 Penalty: 5425.268555
	Iteration 47Q: 3 clusters Score -8766954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -8766958.000000 Penalty: 5425.268555
	Iteration 48Q: 3 clusters Score -8766958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -8766979.000000 Penalty: 5425.268555
	Iteration 49Q: 3 clusters Score -8766979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -8766982.000000 Penalty: 5425.268555
	Iteration 50Q: 3 clusters Score -8766982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -8766995.000000 Penalty: 5425.268555
	Iteration 51Q: 3 clusters Score -8766995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -8767002.000000 Penalty: 5425.268555
	Iteration 52Q: 3 clusters Score -8767002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8766996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8767002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8767016.000000 Penalty: 5425.268555
	Iteration 55Q: 3 clusters Score -8767016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -8767007.000000 Penalty: 5425.268555
	Iteration 56Q: 3 clusters Score -8767007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8767002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -8767003.000000 Penalty: 5425.268555
	Iteration 58Q: 3 clusters Score -8767003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8767007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8767015.000000 Penalty: 5425.268555
	Iteration 60F: 3 clusters Score -8767015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -8767014.000000 Penalty: 5425.268555
	Iteration 61Q: 3 clusters Score -8767014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -8767012.000000 Penalty: 5425.268555
	Iteration 62Q: 3 clusters Score -8767012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -8767017.000000 Penalty: 5425.268555
	Iteration 63Q: 3 clusters Score -8767017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8767022.000000 Penalty: 5425.268555
	Iteration 64Q: 3 clusters Score -8767022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -8767014.000000 Penalty: 5425.268555
	Iteration 65Q: 3 clusters Score -8767014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8767006.000000 Penalty: 5425.268555
	Iteration 66Q: 3 clusters Score -8767006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8767004.000000 Penalty: 5425.268555
	Iteration 67Q: 3 clusters Score -8767004 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8767000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8767002.000000 Penalty: 5425.268555
	Iteration 69Q: 3 clusters Score -8767002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -8767001.000000 Penalty: 5425.268555
	Iteration 70Q: 3 clusters Score -8767001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8766997 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8767000 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8767006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8767006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -8767007.000000 Penalty: 5425.268555
	Iteration 75Q: 3 clusters Score -8767007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8767007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8766996 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8767013.000000 Penalty: 5425.268555
	Iteration 78Q: 3 clusters Score -8767013 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -8767008.000000 Penalty: 5425.268555
	Iteration 79Q: 3 clusters Score -8767008 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -8766996.000000 Penalty: 5425.268555
	Iteration 80F: 3 clusters Score -8766996 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8767007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8767013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -8767018.000000 Penalty: 5425.268555
	Iteration 83Q: 3 clusters Score -8767018 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8767010.000000 Penalty: 5425.268555
	Iteration 84Q: 3 clusters Score -8767010 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -8767005.000000 Penalty: 5425.268555
	Iteration 85Q: 3 clusters Score -8767005 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8767000 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8767004.000000 Penalty: 5425.268555
	Iteration 87Q: 3 clusters Score -8767004 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8767010 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8767012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -8767019.000000 Penalty: 5425.268555
	Iteration 90Q: 3 clusters Score -8767019 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8767026 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8767026 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8767031.000000 Penalty: 5425.268555
	Iteration 93Q: 3 clusters Score -8767031 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8767038.000000 Penalty: 5425.268555
	Iteration 94Q: 3 clusters Score -8767038 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8767034 nChanged 0
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Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
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	Iteration 96F: 3 clusters Score -8767034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -40298.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39146.718750 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -39146.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -39435.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -39576.535156 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -39576.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -39633.71 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39680.738281 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -39680.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39704.128906 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -39704.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39712.078125 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -39712.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39712.078125 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -39712.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Entering Unmasked Estep 
Score: -2587713.500000 Penalty: 2407.438232
	Iteration 0F: 2 clusters Score -2587714 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 8182 members 
Entering Unmasked Estep 
Score: -2575909.500000 Penalty: 4814.876465
	Iteration 0F: 3 clusters Score -2575910 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2579830.000000 Penalty: 4814.876465
	Iteration 1F: 3 clusters Score -2579830 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2580273.250000 Penalty: 4814.876465
	Iteration 2F: 3 clusters Score -2580273 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2580731.250000 Penalty: 4814.876465
	Iteration 3F: 3 clusters Score -2580731 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2581194.500000 Penalty: 4814.876465
	Iteration 4F: 3 clusters Score -2581194 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2581691.000000 Penalty: 4814.876465
	Iteration 5F: 3 clusters Score -2581691 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2582214.500000 Penalty: 4814.876465
	Iteration 6F: 3 clusters Score -2582214 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2582727.750000 Penalty: 4814.876465
	Iteration 7F: 3 clusters Score -2582728 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2583187.500000 Penalty: 4814.876465
	Iteration 8Q: 3 clusters Score -2583188 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2583570.500000 Penalty: 4814.876465
	Iteration 9Q: 3 clusters Score -2583570 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2583891.250000 Penalty: 4814.876465
	Iteration 10Q: 3 clusters Score -2583891 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2584153.000000 Penalty: 4814.876465
	Iteration 11Q: 3 clusters Score -2584153 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2584381.250000 Penalty: 4814.876465
	Iteration 12Q: 3 clusters Score -2584381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2584586.000000 Penalty: 4814.876465
	Iteration 13Q: 3 clusters Score -2584586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2584756.750000 Penalty: 4814.876465
	Iteration 14Q: 3 clusters Score -2584757 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2584909.250000 Penalty: 4814.876465
	Iteration 15Q: 3 clusters Score -2584909 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2585008.250000 Penalty: 4814.876465
	Iteration 16Q: 3 clusters Score -2585008 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2585121.500000 Penalty: 4814.876465
	Iteration 17Q: 3 clusters Score -2585122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2585224.000000 Penalty: 4814.876465
	Iteration 18Q: 3 clusters Score -2585224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2585310.000000 Penalty: 4814.876465
	Iteration 19Q: 3 clusters Score -2585310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2585379.250000 Penalty: 4814.876465
	Iteration 20F: 3 clusters Score -2585379 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2585447.750000 Penalty: 4814.876465
	Iteration 21Q: 3 clusters Score -2585448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2585497.750000 Penalty: 4814.876465
	Iteration 22Q: 3 clusters Score -2585498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2585552.500000 Penalty: 4814.876465
	Iteration 23Q: 3 clusters Score -2585552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2585578.500000 Penalty: 4814.876465
	Iteration 24Q: 3 clusters Score -2585578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2585601.750000 Penalty: 4814.876465
	Iteration 25Q: 3 clusters Score -2585602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2585616.000000 Penalty: 4814.876465
	Iteration 26Q: 3 clusters Score -2585616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2585636.500000 Penalty: 4814.876465
	Iteration 27Q: 3 clusters Score -2585636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2585652.750000 Penalty: 4814.876465
	Iteration 28Q: 3 clusters Score -2585653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2585667.750000 Penalty: 4814.876465
	Iteration 29Q: 3 clusters Score -2585668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2585674.250000 Penalty: 4814.876465
	Iteration 30Q: 3 clusters Score -2585674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2585677.250000 Penalty: 4814.876465
	Iteration 31Q: 3 clusters Score -2585677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2585682.500000 Penalty: 4814.876465
	Iteration 32Q: 3 clusters Score -2585682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2585687.500000 Penalty: 4814.876465
	Iteration 33Q: 3 clusters Score -2585688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2585684.000000 Penalty: 4814.876465
	Iteration 34Q: 3 clusters Score -2585684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2585685.500000 Penalty: 4814.876465
	Iteration 35Q: 3 clusters Score -2585686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2585687.250000 Penalty: 4814.876465
	Iteration 36Q: 3 clusters Score -2585687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2585689.250000 Penalty: 4814.876465
	Iteration 37Q: 3 clusters Score -2585689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2585688.000000 Penalty: 4814.876465
	Iteration 38Q: 3 clusters Score -2585688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2585688.000000 Penalty: 4814.876465
	Iteration 39F: 3 clusters Score -2585688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Entering Unmasked Estep 
Score: -3092197.500000 Penalty: 2464.176758
	Iteration 0F: 2 clusters Score -3092198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3077690.750000 Penalty: 4928.353516
	Iteration 0F: 3 clusters Score -3077691 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3082670.500000 Penalty: 4928.353516
	Iteration 1F: 3 clusters Score -3082670 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3083316.250000 Penalty: 4928.353516
	Iteration 2F: 3 clusters Score -3083316 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3083972.500000 Penalty: 4928.353516
	Iteration 3F: 3 clusters Score -3083972 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3084757.250000 Penalty: 4928.353516
	Iteration 4F: 3 clusters Score -3084757 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3085695.000000 Penalty: 4928.353516
	Iteration 5F: 3 clusters Score -3085695 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3086627.750000 Penalty: 4928.353516
	Iteration 6F: 3 clusters Score -3086628 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3087483.750000 Penalty: 4928.353516
	Iteration 7F: 3 clusters Score -3087484 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3088174.000000 Penalty: 4928.353516
	Iteration 8F: 3 clusters Score -3088174 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3088774.750000 Penalty: 4928.353516
	Iteration 9Q: 3 clusters Score -3088775 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3089243.000000 Penalty: 4928.353516
	Iteration 10Q: 3 clusters Score -3089243 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3089611.250000 Penalty: 4928.353516
	Iteration 11Q: 3 clusters Score -3089611 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3089843.500000 Penalty: 4928.353516
	Iteration 12Q: 3 clusters Score -3089844 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3089986.500000 Penalty: 4928.353516
	Iteration 13Q: 3 clusters Score -3089986 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3090094.750000 Penalty: 4928.353516
	Iteration 14Q: 3 clusters Score -3090095 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3090179.500000 Penalty: 4928.353516
	Iteration 15Q: 3 clusters Score -3090180 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3090233.500000 Penalty: 4928.353516
	Iteration 16Q: 3 clusters Score -3090234 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3090302.750000 Penalty: 4928.353516
	Iteration 17Q: 3 clusters Score -3090303 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3090349.250000 Penalty: 4928.353516
	Iteration 18Q: 3 clusters Score -3090349 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3090395.000000 Penalty: 4928.353516
	Iteration 19Q: 3 clusters Score -3090395 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3090427.500000 Penalty: 4928.353516
	Iteration 20F: 3 clusters Score -3090428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3090459.750000 Penalty: 4928.353516
	Iteration 21Q: 3 clusters Score -3090460 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3090512.000000 Penalty: 4928.353516
	Iteration 22Q: 3 clusters Score -3090512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3090578.250000 Penalty: 4928.353516
	Iteration 23Q: 3 clusters Score -3090578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3090606.750000 Penalty: 4928.353516
	Iteration 24Q: 3 clusters Score -3090607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3090649.500000 Penalty: 4928.353516
	Iteration 25Q: 3 clusters Score -3090650 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3090687.250000 Penalty: 4928.353516
	Iteration 26Q: 3 clusters Score -3090687 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3090737.750000 Penalty: 4928.353516
	Iteration 27Q: 3 clusters Score -3090738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3090782.500000 Penalty: 4928.353516
	Iteration 28Q: 3 clusters Score -3090782 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3090828.500000 Penalty: 4928.353516
	Iteration 29Q: 3 clusters Score -3090828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3090880.500000 Penalty: 4928.353516
	Iteration 30Q: 3 clusters Score -3090880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3090923.750000 Penalty: 4928.353516
	Iteration 31Q: 3 clusters Score -3090924 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3090978.500000 Penalty: 4928.353516
	Iteration 32Q: 3 clusters Score -3090978 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3091022.750000 Penalty: 4928.353516
	Iteration 33Q: 3 clusters Score -3091023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3091076.750000 Penalty: 4928.353516
	Iteration 34Q: 3 clusters Score -3091077 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3091121.500000 Penalty: 4928.353516
	Iteration 35Q: 3 clusters Score -3091122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3091162.250000 Penalty: 4928.353516
	Iteration 36Q: 3 clusters Score -3091162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3091199.000000 Penalty: 4928.353516
	Iteration 37Q: 3 clusters Score -3091199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3091257.750000 Penalty: 4928.353516
	Iteration 38Q: 3 clusters Score -3091258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3091334.000000 Penalty: 4928.353516
	Iteration 39Q: 3 clusters Score -3091334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3091399.750000 Penalty: 4928.353516
	Iteration 40F: 3 clusters Score -3091400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3091467.000000 Penalty: 4928.353516
	Iteration 41Q: 3 clusters Score -3091467 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3091537.000000 Penalty: 4928.353516
	Iteration 42Q: 3 clusters Score -3091537 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3091608.750000 Penalty: 4928.353516
	Iteration 43Q: 3 clusters Score -3091609 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3091660.500000 Penalty: 4928.353516
	Iteration 44Q: 3 clusters Score -3091660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3091694.250000 Penalty: 4928.353516
	Iteration 45Q: 3 clusters Score -3091694 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3091726.000000 Penalty: 4928.353516
	Iteration 46Q: 3 clusters Score -3091726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3091750.500000 Penalty: 4928.353516
	Iteration 47Q: 3 clusters Score -3091750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3091773.000000 Penalty: 4928.353516
	Iteration 48Q: 3 clusters Score -3091773 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3091785.250000 Penalty: 4928.353516
	Iteration 49Q: 3 clusters Score -3091785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3091806.250000 Penalty: 4928.353516
	Iteration 50Q: 3 clusters Score -3091806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3091823.000000 Penalty: 4928.353516
	Iteration 51Q: 3 clusters Score -3091823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3091833.000000 Penalty: 4928.353516
	Iteration 52Q: 3 clusters Score -3091833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3091845.250000 Penalty: 4928.353516
	Iteration 53Q: 3 clusters Score -3091845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3091853.750000 Penalty: 4928.353516
	Iteration 54Q: 3 clusters Score -3091854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3091867.250000 Penalty: 4928.353516
	Iteration 55Q: 3 clusters Score -3091867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3091881.750000 Penalty: 4928.353516
	Iteration 56Q: 3 clusters Score -3091882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3091903.750000 Penalty: 4928.353516
	Iteration 57Q: 3 clusters Score -3091904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3091921.500000 Penalty: 4928.353516
	Iteration 58Q: 3 clusters Score -3091922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3091954.500000 Penalty: 4928.353516
	Iteration 59Q: 3 clusters Score -3091954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3092003.000000 Penalty: 4928.353516
	Iteration 60F: 3 clusters Score -3092003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3092072.250000 Penalty: 4928.353516
	Iteration 61Q: 3 clusters Score -3092072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3092174.500000 Penalty: 4928.353516
	Iteration 62Q: 3 clusters Score -3092174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3092260.000000 Penalty: 4928.353516
	Iteration 63Q: 3 clusters Score -3092260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3092295.750000 Penalty: 4928.353516
	Iteration 64Q: 3 clusters Score -3092296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3092316.500000 Penalty: 4928.353516
	Iteration 65Q: 3 clusters Score -3092316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3092316.500000 Penalty: 4928.353516
	Iteration 66Q: 3 clusters Score -3092316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3092322.250000 Penalty: 4928.353516
	Iteration 67Q: 3 clusters Score -3092322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3092328.000000 Penalty: 4928.353516
	Iteration 68Q: 3 clusters Score -3092328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3092325.250000 Penalty: 4928.353516
	Iteration 69Q: 3 clusters Score -3092325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3092327.750000 Penalty: 4928.353516
	Iteration 70Q: 3 clusters Score -3092328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3092327.750000 Penalty: 4928.353516
	Iteration 71Q: 3 clusters Score -3092328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3092336.250000 Penalty: 4928.353516
	Iteration 72Q: 3 clusters Score -3092336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3092332.000000 Penalty: 4928.353516
	Iteration 73Q: 3 clusters Score -3092332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3092335.250000 Penalty: 4928.353516
	Iteration 74Q: 3 clusters Score -3092335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3092343.000000 Penalty: 4928.353516
	Iteration 75Q: 3 clusters Score -3092343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3092341.500000 Penalty: 4928.353516
	Iteration 76Q: 3 clusters Score -3092342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3092336.750000 Penalty: 4928.353516
	Iteration 77Q: 3 clusters Score -3092337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3092337.250000 Penalty: 4928.353516
	Iteration 78Q: 3 clusters Score -3092337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3092337.750000 Penalty: 4928.353516
	Iteration 79Q: 3 clusters Score -3092338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3092339.750000 Penalty: 4928.353516
	Iteration 80F: 3 clusters Score -3092340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3092344.750000 Penalty: 4928.353516
	Iteration 81Q: 3 clusters Score -3092345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3092342.750000 Penalty: 4928.353516
	Iteration 82Q: 3 clusters Score -3092343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3092339.000000 Penalty: 4928.353516
	Iteration 83Q: 3 clusters Score -3092339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3092341.250000 Penalty: 4928.353516
	Iteration 84Q: 3 clusters Score -3092341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3092341.250000 Penalty: 4928.353516
	Iteration 85F: 3 clusters Score -3092341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 17159 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 3506 members 
Entering Unmasked Estep 
Score: -120387656.000000 Penalty: 151630.234375
Splitting cluster 28 changes total score from -120388520.000000 to -120387656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -24395.142578 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -24395.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23410.841797 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -23410.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23494.162109 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -23494.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23525.074219 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -23525.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23554.824219 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -23554.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23562.019531 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -23562.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23572.373047 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -23572.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23580.257812 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -23580.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23580.257812 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -23580.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (86221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Entering Unmasked Estep 
Score: -13587103.000000 Penalty: 2818.437988
	Iteration 0F: 2 clusters Score -1.35871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -13533618.000000 Penalty: 5636.875977
	Iteration 0F: 3 clusters Score -1.353362e+07 nChanged 40580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -13557139.000000 Penalty: 5636.875977
	Iteration 1F: 3 clusters Score -1.355714e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -13558715.000000 Penalty: 5636.875977
	Iteration 2Q: 3 clusters Score -1.355872e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -13560963.000000 Penalty: 5636.875977
	Iteration 3F: 3 clusters Score -1.356096e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -13564009.000000 Penalty: 5636.875977
	Iteration 4F: 3 clusters Score -1.356401e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -13567256.000000 Penalty: 5636.875977
	Iteration 5F: 3 clusters Score -1.356726e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -13570097.000000 Penalty: 5636.875977
	Iteration 6F: 3 clusters Score -1.35701e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -13572021.000000 Penalty: 5636.875977
	Iteration 7F: 3 clusters Score -1.357202e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -13573209.000000 Penalty: 5636.875977
	Iteration 8Q: 3 clusters Score -1.357321e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -13573834.000000 Penalty: 5636.875977
	Iteration 9Q: 3 clusters Score -1.357383e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -13574485.000000 Penalty: 5636.875977
	Iteration 10Q: 3 clusters Score -1.357448e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -13575173.000000 Penalty: 5636.875977
	Iteration 11Q: 3 clusters Score -1.357517e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -13575926.000000 Penalty: 5636.875977
	Iteration 12Q: 3 clusters Score -1.357593e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -13576715.000000 Penalty: 5636.875977
	Iteration 13Q: 3 clusters Score -1.357672e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -13577818.000000 Penalty: 5636.875977
	Iteration 14Q: 3 clusters Score -1.357782e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -13579204.000000 Penalty: 5636.875977
	Iteration 15Q: 3 clusters Score -1.35792e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -13580818.000000 Penalty: 5636.875977
	Iteration 16Q: 3 clusters Score -1.358082e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -13582184.000000 Penalty: 5636.875977
	Iteration 17Q: 3 clusters Score -1.358218e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -13583122.000000 Penalty: 5636.875977
	Iteration 18Q: 3 clusters Score -1.358312e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -13583729.000000 Penalty: 5636.875977
	Iteration 19Q: 3 clusters Score -1.358373e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -13584164.000000 Penalty: 5636.875977
	Iteration 20F: 3 clusters Score -1.358416e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -13584420.000000 Penalty: 5636.875977
	Iteration 21Q: 3 clusters Score -1.358442e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -13584522.000000 Penalty: 5636.875977
	Iteration 22Q: 3 clusters Score -1.358452e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -13584591.000000 Penalty: 5636.875977
	Iteration 23Q: 3 clusters Score -1.358459e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -13584629.000000 Penalty: 5636.875977
	Iteration 24Q: 3 clusters Score -1.358463e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -13584670.000000 Penalty: 5636.875977
	Iteration 25Q: 3 clusters Score -1.358467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -13584695.000000 Penalty: 5636.875977
	Iteration 26Q: 3 clusters Score -1.35847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -13584719.000000 Penalty: 5636.875977
	Iteration 27Q: 3 clusters Score -1.358472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -13584729.000000 Penalty: 5636.875977
	Iteration 28Q: 3 clusters Score -1.358473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -13584740.000000 Penalty: 5636.875977
	Iteration 29Q: 3 clusters Score -1.358474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -13584754.000000 Penalty: 5636.875977
	Iteration 30Q: 3 clusters Score -1.358475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -13584773.000000 Penalty: 5636.875977
	Iteration 31Q: 3 clusters Score -1.358477e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -13584767.000000 Penalty: 5636.875977
	Iteration 32Q: 3 clusters Score -1.358477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -13584784.000000 Penalty: 5636.875977
	Iteration 33Q: 3 clusters Score -1.358478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -13584793.000000 Penalty: 5636.875977
	Iteration 34Q: 3 clusters Score -1.358479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -13584794.000000 Penalty: 5636.875977
	Iteration 35Q: 3 clusters Score -1.358479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -13584806.000000 Penalty: 5636.875977
	Iteration 36Q: 3 clusters Score -1.358481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -13584813.000000 Penalty: 5636.875977
	Iteration 37Q: 3 clusters Score -1.358481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -13584804.000000 Penalty: 5636.875977
	Iteration 38Q: 3 clusters Score -1.35848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -13584836.000000 Penalty: 5636.875977
	Iteration 39Q: 3 clusters Score -1.358484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -13584821.000000 Penalty: 5636.875977
	Iteration 40F: 3 clusters Score -1.358482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -13584818.000000 Penalty: 5636.875977
	Iteration 41Q: 3 clusters Score -1.358482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -13584815.000000 Penalty: 5636.875977
	Iteration 42Q: 3 clusters Score -1.358482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -13584815.000000 Penalty: 5636.875977
	Iteration 43F: 3 clusters Score -1.358482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -43743.941406 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -43743.94 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 164 members 
Entering Unmasked Estep 
Score: -42465.769531 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -42465.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42561.410156 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -42561.41 nChanged 9
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: -42583.371094 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -42583.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42594.265625 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -42594.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42600.468750 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -42600.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42600.468750 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -42600.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -2360169.750000 Penalty: 2385.792236
	Iteration 0F: 2 clusters Score -2360170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2349324.000000 Penalty: 4771.584473
	Iteration 0F: 3 clusters Score -2349324 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2352826.000000 Penalty: 4771.584473
	Iteration 1F: 3 clusters Score -2352826 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2353269.250000 Penalty: 4771.584473
	Iteration 2F: 3 clusters Score -2353269 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2353683.500000 Penalty: 4771.584473
	Iteration 3F: 3 clusters Score -2353684 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2354170.750000 Penalty: 4771.584473
	Iteration 4F: 3 clusters Score -2354171 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2354828.000000 Penalty: 4771.584473
	Iteration 5F: 3 clusters Score -2354828 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2355571.500000 Penalty: 4771.584473
	Iteration 6F: 3 clusters Score -2355572 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2356302.750000 Penalty: 4771.584473
	Iteration 7F: 3 clusters Score -2356303 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2356923.750000 Penalty: 4771.584473
	Iteration 8F: 3 clusters Score -2356924 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2357356.250000 Penalty: 4771.584473
	Iteration 9Q: 3 clusters Score -2357356 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2357618.250000 Penalty: 4771.584473
	Iteration 10Q: 3 clusters Score -2357618 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2357760.000000 Penalty: 4771.584473
	Iteration 11Q: 3 clusters Score -2357760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2357869.750000 Penalty: 4771.584473
	Iteration 12Q: 3 clusters Score -2357870 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2357957.500000 Penalty: 4771.584473
	Iteration 13Q: 3 clusters Score -2357958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2358043.250000 Penalty: 4771.584473
	Iteration 14Q: 3 clusters Score -2358043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2358094.000000 Penalty: 4771.584473
	Iteration 15Q: 3 clusters Score -2358094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2358146.250000 Penalty: 4771.584473
	Iteration 16Q: 3 clusters Score -2358146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2358176.750000 Penalty: 4771.584473
	Iteration 17Q: 3 clusters Score -2358177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2358203.500000 Penalty: 4771.584473
	Iteration 18Q: 3 clusters Score -2358204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2358217.750000 Penalty: 4771.584473
	Iteration 19Q: 3 clusters Score -2358218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2358226.750000 Penalty: 4771.584473
	Iteration 20F: 3 clusters Score -2358227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2358232.000000 Penalty: 4771.584473
	Iteration 21Q: 3 clusters Score -2358232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2358241.250000 Penalty: 4771.584473
	Iteration 22Q: 3 clusters Score -2358241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2358241.750000 Penalty: 4771.584473
	Iteration 23Q: 3 clusters Score -2358242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2358243.500000 Penalty: 4771.584473
	Iteration 24Q: 3 clusters Score -2358244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2358247.000000 Penalty: 4771.584473
	Iteration 25Q: 3 clusters Score -2358247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2358251.000000 Penalty: 4771.584473
	Iteration 26Q: 3 clusters Score -2358251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2358252.750000 Penalty: 4771.584473
	Iteration 27Q: 3 clusters Score -2358253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2358253.750000 Penalty: 4771.584473
	Iteration 28Q: 3 clusters Score -2358254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2358261.500000 Penalty: 4771.584473
	Iteration 29Q: 3 clusters Score -2358262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2358259.250000 Penalty: 4771.584473
	Iteration 30Q: 3 clusters Score -2358259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2358261.250000 Penalty: 4771.584473
	Iteration 31Q: 3 clusters Score -2358261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2358261.000000 Penalty: 4771.584473
	Iteration 32Q: 3 clusters Score -2358261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2358264.000000 Penalty: 4771.584473
	Iteration 33Q: 3 clusters Score -2358264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2358263.250000 Penalty: 4771.584473
	Iteration 34Q: 3 clusters Score -2358263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2358266.750000 Penalty: 4771.584473
	Iteration 35Q: 3 clusters Score -2358267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2358268.250000 Penalty: 4771.584473
	Iteration 36Q: 3 clusters Score -2358268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2358263.250000 Penalty: 4771.584473
	Iteration 37Q: 3 clusters Score -2358263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2358263.250000 Penalty: 4771.584473
	Iteration 38F: 3 clusters Score -2358263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Entering Unmasked Estep 
Score: -2121157.750000 Penalty: 2371.144775
	Iteration 0F: 2 clusters Score -2121158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2110772.500000 Penalty: 4742.289551
	Iteration 0F: 3 clusters Score -2110772 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2114381.250000 Penalty: 4742.289551
	Iteration 1F: 3 clusters Score -2114381 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2115106.750000 Penalty: 4742.289551
	Iteration 2F: 3 clusters Score -2115107 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2115798.500000 Penalty: 4742.289551
	Iteration 3F: 3 clusters Score -2115798 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2116445.750000 Penalty: 4742.289551
	Iteration 4F: 3 clusters Score -2116446 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2117115.250000 Penalty: 4742.289551
	Iteration 5F: 3 clusters Score -2117115 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2117761.000000 Penalty: 4742.289551
	Iteration 6F: 3 clusters Score -2117761 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2118388.500000 Penalty: 4742.289551
	Iteration 7F: 3 clusters Score -2118388 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2118960.000000 Penalty: 4742.289551
	Iteration 8F: 3 clusters Score -2118960 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2119432.250000 Penalty: 4742.289551
	Iteration 9Q: 3 clusters Score -2119432 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2119736.500000 Penalty: 4742.289551
	Iteration 10Q: 3 clusters Score -2119736 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2119891.750000 Penalty: 4742.289551
	Iteration 11Q: 3 clusters Score -2119892 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2119985.000000 Penalty: 4742.289551
	Iteration 12Q: 3 clusters Score -2119985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2120056.500000 Penalty: 4742.289551
	Iteration 13Q: 3 clusters Score -2120056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2120113.250000 Penalty: 4742.289551
	Iteration 14Q: 3 clusters Score -2120113 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2120147.000000 Penalty: 4742.289551
	Iteration 15Q: 3 clusters Score -2120147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2120185.250000 Penalty: 4742.289551
	Iteration 16Q: 3 clusters Score -2120185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2120211.250000 Penalty: 4742.289551
	Iteration 17Q: 3 clusters Score -2120211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2120231.500000 Penalty: 4742.289551
	Iteration 18Q: 3 clusters Score -2120232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2120248.750000 Penalty: 4742.289551
	Iteration 19Q: 3 clusters Score -2120249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2120253.750000 Penalty: 4742.289551
	Iteration 20F: 3 clusters Score -2120254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2120261.250000 Penalty: 4742.289551
	Iteration 21Q: 3 clusters Score -2120261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2120264.250000 Penalty: 4742.289551
	Iteration 22Q: 3 clusters Score -2120264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2120264.000000 Penalty: 4742.289551
	Iteration 23Q: 3 clusters Score -2120264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2120276.250000 Penalty: 4742.289551
	Iteration 24Q: 3 clusters Score -2120276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2120277.250000 Penalty: 4742.289551
	Iteration 25Q: 3 clusters Score -2120277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2120288.250000 Penalty: 4742.289551
	Iteration 26Q: 3 clusters Score -2120288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2120289.250000 Penalty: 4742.289551
	Iteration 27Q: 3 clusters Score -2120289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2120291.000000 Penalty: 4742.289551
	Iteration 28Q: 3 clusters Score -2120291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2120303.250000 Penalty: 4742.289551
	Iteration 29Q: 3 clusters Score -2120303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2120299.750000 Penalty: 4742.289551
	Iteration 30Q: 3 clusters Score -2120300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2120308.250000 Penalty: 4742.289551
	Iteration 31Q: 3 clusters Score -2120308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2120310.250000 Penalty: 4742.289551
	Iteration 32Q: 3 clusters Score -2120310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2120308.500000 Penalty: 4742.289551
	Iteration 33Q: 3 clusters Score -2120308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2120313.500000 Penalty: 4742.289551
	Iteration 34Q: 3 clusters Score -2120314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2120314.250000 Penalty: 4742.289551
	Iteration 35Q: 3 clusters Score -2120314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2120314.750000 Penalty: 4742.289551
	Iteration 36Q: 3 clusters Score -2120315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2120310.750000 Penalty: 4742.289551
	Iteration 37Q: 3 clusters Score -2120311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2120312.750000 Penalty: 4742.289551
	Iteration 38Q: 3 clusters Score -2120313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2120313.750000 Penalty: 4742.289551
	Iteration 39Q: 3 clusters Score -2120314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2120313.750000 Penalty: 4742.289551
	Iteration 40F: 3 clusters Score -2120314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -1141382.250000 Penalty: 2217.470947
	Iteration 0F: 2 clusters Score -1141382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1135256.875000 Penalty: 4434.941895
	Iteration 0F: 3 clusters Score -1135257 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1137285.875000 Penalty: 4434.941895
	Iteration 1F: 3 clusters Score -1137286 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1137846.625000 Penalty: 4434.941895
	Iteration 2F: 3 clusters Score -1137847 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1138461.125000 Penalty: 4434.941895
	Iteration 3F: 3 clusters Score -1138461 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1139027.500000 Penalty: 4434.941895
	Iteration 4F: 3 clusters Score -1139028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1139461.750000 Penalty: 4434.941895
	Iteration 5F: 3 clusters Score -1139462 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1139748.125000 Penalty: 4434.941895
	Iteration 6Q: 3 clusters Score -1139748 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1139948.625000 Penalty: 4434.941895
	Iteration 7Q: 3 clusters Score -1139949 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1140105.375000 Penalty: 4434.941895
	Iteration 8Q: 3 clusters Score -1140105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1140206.000000 Penalty: 4434.941895
	Iteration 9Q: 3 clusters Score -1140206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1140300.000000 Penalty: 4434.941895
	Iteration 10Q: 3 clusters Score -1140300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1140375.125000 Penalty: 4434.941895
	Iteration 11Q: 3 clusters Score -1140375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1140439.000000 Penalty: 4434.941895
	Iteration 12Q: 3 clusters Score -1140439 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1140499.875000 Penalty: 4434.941895
	Iteration 13Q: 3 clusters Score -1140500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1140543.875000 Penalty: 4434.941895
	Iteration 14Q: 3 clusters Score -1140544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1140579.625000 Penalty: 4434.941895
	Iteration 15Q: 3 clusters Score -1140580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1140604.750000 Penalty: 4434.941895
	Iteration 16Q: 3 clusters Score -1140605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1140616.625000 Penalty: 4434.941895
	Iteration 17Q: 3 clusters Score -1140617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1140629.250000 Penalty: 4434.941895
	Iteration 18Q: 3 clusters Score -1140629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1140637.375000 Penalty: 4434.941895
	Iteration 19Q: 3 clusters Score -1140637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1140643.750000 Penalty: 4434.941895
	Iteration 20F: 3 clusters Score -1140644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1140649.625000 Penalty: 4434.941895
	Iteration 21Q: 3 clusters Score -1140650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1140649.875000 Penalty: 4434.941895
	Iteration 22Q: 3 clusters Score -1140650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1140651.875000 Penalty: 4434.941895
	Iteration 23Q: 3 clusters Score -1140652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1140657.500000 Penalty: 4434.941895
	Iteration 24Q: 3 clusters Score -1140658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1140662.750000 Penalty: 4434.941895
	Iteration 25Q: 3 clusters Score -1140663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1140660.375000 Penalty: 4434.941895
	Iteration 26Q: 3 clusters Score -1140660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1140664.875000 Penalty: 4434.941895
	Iteration 27Q: 3 clusters Score -1140665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1140667.250000 Penalty: 4434.941895
	Iteration 28Q: 3 clusters Score -1140667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1140673.000000 Penalty: 4434.941895
	Iteration 29Q: 3 clusters Score -1140673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1140673.375000 Penalty: 4434.941895
	Iteration 30Q: 3 clusters Score -1140673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1140680.375000 Penalty: 4434.941895
	Iteration 31Q: 3 clusters Score -1140680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1140690.375000 Penalty: 4434.941895
	Iteration 32Q: 3 clusters Score -1140690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1140698.125000 Penalty: 4434.941895
	Iteration 33Q: 3 clusters Score -1140698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1140704.125000 Penalty: 4434.941895
	Iteration 34Q: 3 clusters Score -1140704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1140702.375000 Penalty: 4434.941895
	Iteration 35Q: 3 clusters Score -1140702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1140706.625000 Penalty: 4434.941895
	Iteration 36Q: 3 clusters Score -1140707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1140707.625000 Penalty: 4434.941895
	Iteration 37Q: 3 clusters Score -1140708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1140713.125000 Penalty: 4434.941895
	Iteration 38Q: 3 clusters Score -1140713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1140718.625000 Penalty: 4434.941895
	Iteration 39Q: 3 clusters Score -1140719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1140725.500000 Penalty: 4434.941895
	Iteration 40F: 3 clusters Score -1140726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1140727.125000 Penalty: 4434.941895
	Iteration 41Q: 3 clusters Score -1140727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1140727.125000 Penalty: 4434.941895
	Iteration 42Q: 3 clusters Score -1140727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1140730.625000 Penalty: 4434.941895
	Iteration 43Q: 3 clusters Score -1140731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1140735.750000 Penalty: 4434.941895
	Iteration 44Q: 3 clusters Score -1140736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1140740.625000 Penalty: 4434.941895
	Iteration 45Q: 3 clusters Score -1140741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1140747.875000 Penalty: 4434.941895
	Iteration 46Q: 3 clusters Score -1140748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1140753.375000 Penalty: 4434.941895
	Iteration 47Q: 3 clusters Score -1140753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1140756.500000 Penalty: 4434.941895
	Iteration 48Q: 3 clusters Score -1140756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1140759.125000 Penalty: 4434.941895
	Iteration 49Q: 3 clusters Score -1140759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1140763.000000 Penalty: 4434.941895
	Iteration 50Q: 3 clusters Score -1140763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1140768.250000 Penalty: 4434.941895
	Iteration 51Q: 3 clusters Score -1140768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1140771.250000 Penalty: 4434.941895
	Iteration 52Q: 3 clusters Score -1140771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1140775.375000 Penalty: 4434.941895
	Iteration 53Q: 3 clusters Score -1140775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1140779.375000 Penalty: 4434.941895
	Iteration 54Q: 3 clusters Score -1140779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1140780.625000 Penalty: 4434.941895
	Iteration 55Q: 3 clusters Score -1140781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1140782.250000 Penalty: 4434.941895
	Iteration 56Q: 3 clusters Score -1140782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1140783.625000 Penalty: 4434.941895
	Iteration 57Q: 3 clusters Score -1140784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1140783.500000 Penalty: 4434.941895
	Iteration 58Q: 3 clusters Score -1140784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1140785.500000 Penalty: 4434.941895
	Iteration 59Q: 3 clusters Score -1140786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1140787.500000 Penalty: 4434.941895
	Iteration 60F: 3 clusters Score -1140788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1140784.000000 Penalty: 4434.941895
	Iteration 61Q: 3 clusters Score -1140784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1140784.875000 Penalty: 4434.941895
	Iteration 62Q: 3 clusters Score -1140785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1140786.125000 Penalty: 4434.941895
	Iteration 63Q: 3 clusters Score -1140786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1140787.875000 Penalty: 4434.941895
	Iteration 64Q: 3 clusters Score -1140788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1140787.875000 Penalty: 4434.941895
	Iteration 65F: 3 clusters Score -1140788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -29984.345703 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -29984.35 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 144 members 
Entering Unmasked Estep 
Score: -29119.015625 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -29119.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29603.511719 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -29603.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29735.353516 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -29735.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29764.898438 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -29764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29764.898438 Penalty: 2754.267822
	Iteration 4F: 3 clusters Score -29764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -365064.531250 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -365064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -362191.437500 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -362191.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -362851.531250 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -362851.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -363066.625000 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -363066.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -363242.937500 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -363242.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -363354.875000 Penalty: 3869.692871
	Iteration 4Q: 3 clusters Score -363354.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -363445.625000 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -363445.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -363520.687500 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -363520.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -363599.406250 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -363599.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -363688.656250 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -363688.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -363765.843750 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -363765.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -363839.375000 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -363839.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -363967.062500 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -363967.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -364166.031250 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -364166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -364415.375000 Penalty: 3869.692871
	Iteration 13F: 3 clusters Score -364415.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -364703.437500 Penalty: 3869.692871
	Iteration 14F: 3 clusters Score -364703.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -365099.250000 Penalty: 3869.692871
	Iteration 15F: 3 clusters Score -365099.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -365420.656250 Penalty: 3869.692871
	Iteration 16F: 3 clusters Score -365420.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -365602.625000 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -365602.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365742.125000 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -365742.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365806.531250 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -365806.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365838.500000 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -365838.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -365862.125000 Penalty: 3869.692871
	Iteration 21Q: 3 clusters Score -365862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -365871.562500 Penalty: 3869.692871
	Iteration 22Q: 3 clusters Score -365871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -365879.406250 Penalty: 3869.692871
	Iteration 23Q: 3 clusters Score -365879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -365882.375000 Penalty: 3869.692871
	Iteration 24Q: 3 clusters Score -365882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -365883.062500 Penalty: 3869.692871
	Iteration 25Q: 3 clusters Score -365883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -365883.062500 Penalty: 3869.692871
	Iteration 26F: 3 clusters Score -365883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20665 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 656 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 1789 members 
Entering Unmasked Estep 
Score: -120388040.000000 Penalty: 151630.234375
Splitting cluster 36 changes total score from -120388520.000000 to -120388040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 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 491 members 
Entering Unmasked Estep 
Score: -150517.187500 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150517.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150796.984375 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150867.671875 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150867.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150903.281250 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150903.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150920.125000 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -150920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150924.328125 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -150924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150932.078125 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -150932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150944.921875 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -150944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150955.031250 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -150955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150960.109375 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -150960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150960.109375 Penalty: 3431.181885
	Iteration 10F: 3 clusters Score -150960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -894354.187500 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -894354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -889170.812500 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -889170.8 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -890450.312500 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -890450.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -890698.625000 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -890698.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -890870.562500 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -890870.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -891001.937500 Penalty: 4312.888184
	Iteration 4Q: 3 clusters Score -891001.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -891107.250000 Penalty: 4312.888184
	Iteration 5Q: 3 clusters Score -891107.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -891202.000000 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -891202 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -891295.812500 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -891295.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -891370.062500 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -891370.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -891427.750000 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -891427.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -891500.687500 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -891500.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -891572.437500 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -891572.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -891628.500000 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -891628.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -891701.312500 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -891701.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -891774.375000 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -891774.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -891835.625000 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -891835.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -891895.000000 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -891895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -891968.937500 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -891968.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -892035.687500 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -892035.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -892109.000000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -892109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -892183.000000 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -892183 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -892262.187500 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -892262.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -892333.812500 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -892333.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -892382.312500 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -892382.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -892421.500000 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -892421.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -892448.250000 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -892448.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -892466.250000 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -892466.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -892487.812500 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -892487.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -892509.312500 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -892509.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -892536.250000 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -892536.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -892557.937500 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -892557.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -892576.937500 Penalty: 4312.888184
	Iteration 31Q: 3 clusters Score -892576.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -892593.000000 Penalty: 4312.888184
	Iteration 32Q: 3 clusters Score -892593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -892611.000000 Penalty: 4312.888184
	Iteration 33Q: 3 clusters Score -892611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -892625.125000 Penalty: 4312.888184
	Iteration 34Q: 3 clusters Score -892625.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -892636.937500 Penalty: 4312.888184
	Iteration 35Q: 3 clusters Score -892636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -892647.625000 Penalty: 4312.888184
	Iteration 36Q: 3 clusters Score -892647.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -892659.062500 Penalty: 4312.888184
	Iteration 37Q: 3 clusters Score -892659.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -892678.625000 Penalty: 4312.888184
	Iteration 38Q: 3 clusters Score -892678.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -892689.687500 Penalty: 4312.888184
	Iteration 39Q: 3 clusters Score -892689.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -892698.000000 Penalty: 4312.888184
	Iteration 40F: 3 clusters Score -892698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -892705.625000 Penalty: 4312.888184
	Iteration 41Q: 3 clusters Score -892705.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -892717.437500 Penalty: 4312.888184
	Iteration 42Q: 3 clusters Score -892717.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -892731.625000 Penalty: 4312.888184
	Iteration 43Q: 3 clusters Score -892731.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -892749.062500 Penalty: 4312.888184
	Iteration 44Q: 3 clusters Score -892749.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -892771.437500 Penalty: 4312.888184
	Iteration 45Q: 3 clusters Score -892771.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -892796.187500 Penalty: 4312.888184
	Iteration 46Q: 3 clusters Score -892796.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -892815.375000 Penalty: 4312.888184
	Iteration 47Q: 3 clusters Score -892815.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -892847.250000 Penalty: 4312.888184
	Iteration 48Q: 3 clusters Score -892847.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -892891.062500 Penalty: 4312.888184
	Iteration 49Q: 3 clusters Score -892891.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -892932.625000 Penalty: 4312.888184
	Iteration 50Q: 3 clusters Score -892932.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -892968.625000 Penalty: 4312.888184
	Iteration 51Q: 3 clusters Score -892968.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -892995.750000 Penalty: 4312.888184
	Iteration 52Q: 3 clusters Score -892995.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -893011.937500 Penalty: 4312.888184
	Iteration 53Q: 3 clusters Score -893011.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -893020.687500 Penalty: 4312.888184
	Iteration 54Q: 3 clusters Score -893020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -893026.625000 Penalty: 4312.888184
	Iteration 55Q: 3 clusters Score -893026.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -893031.375000 Penalty: 4312.888184
	Iteration 56Q: 3 clusters Score -893031.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -893036.250000 Penalty: 4312.888184
	Iteration 57Q: 3 clusters Score -893036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -893039.250000 Penalty: 4312.888184
	Iteration 58Q: 3 clusters Score -893039.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -893043.312500 Penalty: 4312.888184
	Iteration 59Q: 3 clusters Score -893043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -893046.312500 Penalty: 4312.888184
	Iteration 60F: 3 clusters Score -893046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -893050.500000 Penalty: 4312.888184
	Iteration 61Q: 3 clusters Score -893050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -893051.875000 Penalty: 4312.888184
	Iteration 62Q: 3 clusters Score -893051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -893054.125000 Penalty: 4312.888184
	Iteration 63Q: 3 clusters Score -893054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -893056.500000 Penalty: 4312.888184
	Iteration 64Q: 3 clusters Score -893056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -893057.812500 Penalty: 4312.888184
	Iteration 65Q: 3 clusters Score -893057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -893059.625000 Penalty: 4312.888184
	Iteration 66Q: 3 clusters Score -893059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -893061.750000 Penalty: 4312.888184
	Iteration 67Q: 3 clusters Score -893061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -893065.312500 Penalty: 4312.888184
	Iteration 68Q: 3 clusters Score -893065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -893066.312500 Penalty: 4312.888184
	Iteration 69Q: 3 clusters Score -893066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -893066.437500 Penalty: 4312.888184
	Iteration 70Q: 3 clusters Score -893066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -893070.750000 Penalty: 4312.888184
	Iteration 71Q: 3 clusters Score -893070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -893074.500000 Penalty: 4312.888184
	Iteration 72Q: 3 clusters Score -893074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -893073.312500 Penalty: 4312.888184
	Iteration 73Q: 3 clusters Score -893073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -893073.937500 Penalty: 4312.888184
	Iteration 74Q: 3 clusters Score -893073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -893073.937500 Penalty: 4312.888184
	Iteration 75F: 3 clusters Score -893073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Entering Unmasked Estep 
Score: -5889116.000000 Penalty: 2614.545410
	Iteration 0F: 2 clusters Score -5889116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5863354.500000 Penalty: 5229.090820
	Iteration 0F: 3 clusters Score -5863354 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5873116.500000 Penalty: 5229.090820
	Iteration 1F: 3 clusters Score -5873116 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5873843.000000 Penalty: 5229.090820
	Iteration 2F: 3 clusters Score -5873843 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5874619.000000 Penalty: 5229.090820
	Iteration 3F: 3 clusters Score -5874619 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5875473.500000 Penalty: 5229.090820
	Iteration 4F: 3 clusters Score -5875474 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5876352.500000 Penalty: 5229.090820
	Iteration 5F: 3 clusters Score -5876352 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5877283.000000 Penalty: 5229.090820
	Iteration 6F: 3 clusters Score -5877283 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -5878147.500000 Penalty: 5229.090820
	Iteration 7Q: 3 clusters Score -5878148 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5879030.000000 Penalty: 5229.090820
	Iteration 8Q: 3 clusters Score -5879030 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5879910.500000 Penalty: 5229.090820
	Iteration 9Q: 3 clusters Score -5879910 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5880870.000000 Penalty: 5229.090820
	Iteration 10Q: 3 clusters Score -5880870 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5881736.000000 Penalty: 5229.090820
	Iteration 11Q: 3 clusters Score -5881736 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5882661.000000 Penalty: 5229.090820
	Iteration 12Q: 3 clusters Score -5882661 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -5883508.000000 Penalty: 5229.090820
	Iteration 13Q: 3 clusters Score -5883508 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -5884327.500000 Penalty: 5229.090820
	Iteration 14Q: 3 clusters Score -5884328 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -5884879.000000 Penalty: 5229.090820
	Iteration 15Q: 3 clusters Score -5884879 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5885333.000000 Penalty: 5229.090820
	Iteration 16Q: 3 clusters Score -5885333 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5885718.500000 Penalty: 5229.090820
	Iteration 17Q: 3 clusters Score -5885718 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5886003.500000 Penalty: 5229.090820
	Iteration 18Q: 3 clusters Score -5886004 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -5886199.000000 Penalty: 5229.090820
	Iteration 19Q: 3 clusters Score -5886199 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5886340.000000 Penalty: 5229.090820
	Iteration 20F: 3 clusters Score -5886340 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5886447.500000 Penalty: 5229.090820
	Iteration 21Q: 3 clusters Score -5886448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5886524.500000 Penalty: 5229.090820
	Iteration 22Q: 3 clusters Score -5886524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5886585.500000 Penalty: 5229.090820
	Iteration 23Q: 3 clusters Score -5886586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5886624.500000 Penalty: 5229.090820
	Iteration 24Q: 3 clusters Score -5886624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5886645.000000 Penalty: 5229.090820
	Iteration 25Q: 3 clusters Score -5886645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5886679.000000 Penalty: 5229.090820
	Iteration 26Q: 3 clusters Score -5886679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5886689.500000 Penalty: 5229.090820
	Iteration 27Q: 3 clusters Score -5886690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5886708.500000 Penalty: 5229.090820
	Iteration 28Q: 3 clusters Score -5886708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5886727.500000 Penalty: 5229.090820
	Iteration 29Q: 3 clusters Score -5886728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5886741.000000 Penalty: 5229.090820
	Iteration 30Q: 3 clusters Score -5886741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5886767.000000 Penalty: 5229.090820
	Iteration 31Q: 3 clusters Score -5886767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5886793.000000 Penalty: 5229.090820
	Iteration 32Q: 3 clusters Score -5886793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -5886802.500000 Penalty: 5229.090820
	Iteration 33Q: 3 clusters Score -5886802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5886819.000000 Penalty: 5229.090820
	Iteration 34Q: 3 clusters Score -5886819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5886824.500000 Penalty: 5229.090820
	Iteration 35Q: 3 clusters Score -5886824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5886835.500000 Penalty: 5229.090820
	Iteration 36Q: 3 clusters Score -5886836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5886836.500000 Penalty: 5229.090820
	Iteration 37Q: 3 clusters Score -5886836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -5886836.500000 Penalty: 5229.090820
	Iteration 38Q: 3 clusters Score -5886836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -5886842.000000 Penalty: 5229.090820
	Iteration 39Q: 3 clusters Score -5886842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5886845.000000 Penalty: 5229.090820
	Iteration 40F: 3 clusters Score -5886845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5886844.000000 Penalty: 5229.090820
	Iteration 41Q: 3 clusters Score -5886844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5886848.500000 Penalty: 5229.090820
	Iteration 42Q: 3 clusters Score -5886848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5886850.000000 Penalty: 5229.090820
	Iteration 43Q: 3 clusters Score -5886850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -5886859.500000 Penalty: 5229.090820
	Iteration 44Q: 3 clusters Score -5886860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5886866.500000 Penalty: 5229.090820
	Iteration 45Q: 3 clusters Score -5886866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5886865.500000 Penalty: 5229.090820
	Iteration 46Q: 3 clusters Score -5886866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5886867.000000 Penalty: 5229.090820
	Iteration 47Q: 3 clusters Score -5886867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5886863.500000 Penalty: 5229.090820
	Iteration 48Q: 3 clusters Score -5886864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5886865.000000 Penalty: 5229.090820
	Iteration 49Q: 3 clusters Score -5886865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -5886869.000000 Penalty: 5229.090820
	Iteration 50Q: 3 clusters Score -5886869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5886870.500000 Penalty: 5229.090820
	Iteration 51Q: 3 clusters Score -5886870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5886875.500000 Penalty: 5229.090820
	Iteration 52Q: 3 clusters Score -5886876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5886875.500000 Penalty: 5229.090820
	Iteration 53Q: 3 clusters Score -5886876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -5886875.500000 Penalty: 5229.090820
	Iteration 54F: 3 clusters Score -5886876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -911878.625000 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -911878.6 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 3025 members 
Entering Unmasked Estep 
Score: -906742.375000 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -906742.4 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -908197.250000 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -908197.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -908542.187500 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -908542.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -908808.000000 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -908808 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -909034.687500 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -909034.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -909199.625000 Penalty: 4319.894531
	Iteration 5Q: 3 clusters Score -909199.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -909345.375000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -909345.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -909463.500000 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -909463.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -909578.062500 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -909578.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -909697.250000 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -909697.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -909790.500000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -909790.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -909868.562500 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -909868.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -909947.625000 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -909947.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -910022.875000 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -910022.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -910070.312500 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -910070.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -910101.312500 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -910101.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -910128.125000 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -910128.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -910161.187500 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -910161.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -910182.437500 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -910182.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -910201.312500 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -910201.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -910218.062500 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -910218.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -910228.062500 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -910228.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -910239.250000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -910239.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -910245.250000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -910245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -910247.437500 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -910247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -910252.437500 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -910252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -910261.000000 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -910261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -910266.375000 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -910266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -910269.125000 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -910269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -910272.375000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -910272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -910274.062500 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -910274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -910274.937500 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -910274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -910276.750000 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -910276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -910281.125000 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -910281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -910281.687500 Penalty: 4319.894531
	Iteration 34Q: 3 clusters Score -910281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -910283.562500 Penalty: 4319.894531
	Iteration 35Q: 3 clusters Score -910283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -910284.125000 Penalty: 4319.894531
	Iteration 36Q: 3 clusters Score -910284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -910286.250000 Penalty: 4319.894531
	Iteration 37Q: 3 clusters Score -910286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -910286.250000 Penalty: 4319.894531
	Iteration 38F: 3 clusters Score -910286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -165943.312500 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -165943.3 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 540 members 
Entering Unmasked Estep 
Score: -163962.125000 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -163962.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164287.390625 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -164287.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164445.578125 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -164445.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -164574.937500 Penalty: 3485.107666
	Iteration 3F: 3 clusters Score -164574.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -164677.359375 Penalty: 3485.107666
	Iteration 4F: 3 clusters Score -164677.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -164781.015625 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -164781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -164829.828125 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -164829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -164863.140625 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -164863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -164883.984375 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -164884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -164894.671875 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -164894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -164913.765625 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -164913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -164920.937500 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -164920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -164926.750000 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -164926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -164939.031250 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -164939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -164948.375000 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -164948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -164954.640625 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -164954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -164960.390625 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -164960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -164970.968750 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -164971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -164976.406250 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -164976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -164980.359375 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -164980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -164982.640625 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -164982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -164983.921875 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -164983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -164987.234375 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -164987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -164992.078125 Penalty: 3485.107666
	Iteration 23Q: 3 clusters Score -164992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -164999.531250 Penalty: 3485.107666
	Iteration 24Q: 3 clusters Score -164999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -165005.281250 Penalty: 3485.107666
	Iteration 25Q: 3 clusters Score -165005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -165006.281250 Penalty: 3485.107666
	Iteration 26Q: 3 clusters Score -165006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -165007.484375 Penalty: 3485.107666
	Iteration 27Q: 3 clusters Score -165007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -165007.484375 Penalty: 3485.107666
	Iteration 28F: 3 clusters Score -165007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1696541.625000 Penalty: 2322.698242
	Iteration 0F: 2 clusters Score -1696542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1687943.625000 Penalty: 4645.396484
	Iteration 0F: 3 clusters Score -1687944 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1691132.500000 Penalty: 4645.396484
	Iteration 1F: 3 clusters Score -1691132 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1692070.750000 Penalty: 4645.396484
	Iteration 2F: 3 clusters Score -1692071 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1693012.875000 Penalty: 4645.396484
	Iteration 3F: 3 clusters Score -1693013 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1693920.250000 Penalty: 4645.396484
	Iteration 4F: 3 clusters Score -1693920 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1694608.125000 Penalty: 4645.396484
	Iteration 5F: 3 clusters Score -1694608 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1695156.000000 Penalty: 4645.396484
	Iteration 6F: 3 clusters Score -1695156 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1695614.000000 Penalty: 4645.396484
	Iteration 7Q: 3 clusters Score -1695614 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1695917.625000 Penalty: 4645.396484
	Iteration 8Q: 3 clusters Score -1695918 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1696079.125000 Penalty: 4645.396484
	Iteration 9Q: 3 clusters Score -1696079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1696154.750000 Penalty: 4645.396484
	Iteration 10Q: 3 clusters Score -1696155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1696179.000000 Penalty: 4645.396484
	Iteration 11Q: 3 clusters Score -1696179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1696195.875000 Penalty: 4645.396484
	Iteration 12Q: 3 clusters Score -1696196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1696204.375000 Penalty: 4645.396484
	Iteration 13Q: 3 clusters Score -1696204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1696211.625000 Penalty: 4645.396484
	Iteration 14Q: 3 clusters Score -1696212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1696215.750000 Penalty: 4645.396484
	Iteration 15Q: 3 clusters Score -1696216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1696219.750000 Penalty: 4645.396484
	Iteration 16Q: 3 clusters Score -1696220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1696224.250000 Penalty: 4645.396484
	Iteration 17Q: 3 clusters Score -1696224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1696230.375000 Penalty: 4645.396484
	Iteration 18Q: 3 clusters Score -1696230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1696228.750000 Penalty: 4645.396484
	Iteration 19Q: 3 clusters Score -1696229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1696231.750000 Penalty: 4645.396484
	Iteration 20F: 3 clusters Score -1696232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1696236.500000 Penalty: 4645.396484
	Iteration 21Q: 3 clusters Score -1696236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1696236.125000 Penalty: 4645.396484
	Iteration 22Q: 3 clusters Score -1696236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1696237.250000 Penalty: 4645.396484
	Iteration 23Q: 3 clusters Score -1696237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1696237.125000 Penalty: 4645.396484
	Iteration 24Q: 3 clusters Score -1696237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1696240.000000 Penalty: 4645.396484
	Iteration 25Q: 3 clusters Score -1696240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1696242.500000 Penalty: 4645.396484
	Iteration 26Q: 3 clusters Score -1696242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1696239.875000 Penalty: 4645.396484
	Iteration 27Q: 3 clusters Score -1696240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1696239.250000 Penalty: 4645.396484
	Iteration 28Q: 3 clusters Score -1696239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1696241.000000 Penalty: 4645.396484
	Iteration 29Q: 3 clusters Score -1696241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1696240.500000 Penalty: 4645.396484
	Iteration 30Q: 3 clusters Score -1696240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1696240.500000 Penalty: 4645.396484
	Iteration 31F: 3 clusters Score -1696240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -1012779.687500 Penalty: 2182.540283
	Iteration 0F: 2 clusters Score -1012780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1007294.812500 Penalty: 4365.080566
	Iteration 0F: 3 clusters Score -1007295 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1008719.687500 Penalty: 4365.080566
	Iteration 1F: 3 clusters Score -1008720 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1008987.500000 Penalty: 4365.080566
	Iteration 2F: 3 clusters Score -1008988 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1009156.625000 Penalty: 4365.080566
	Iteration 3F: 3 clusters Score -1009157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1009292.875000 Penalty: 4365.080566
	Iteration 4Q: 3 clusters Score -1009293 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1009414.187500 Penalty: 4365.080566
	Iteration 5Q: 3 clusters Score -1009414 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1009519.312500 Penalty: 4365.080566
	Iteration 6Q: 3 clusters Score -1009519 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1009612.250000 Penalty: 4365.080566
	Iteration 7Q: 3 clusters Score -1009612 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1009698.062500 Penalty: 4365.080566
	Iteration 8Q: 3 clusters Score -1009698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1009770.875000 Penalty: 4365.080566
	Iteration 9Q: 3 clusters Score -1009771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1009837.687500 Penalty: 4365.080566
	Iteration 10Q: 3 clusters Score -1009838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1009892.812500 Penalty: 4365.080566
	Iteration 11Q: 3 clusters Score -1009893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1009938.562500 Penalty: 4365.080566
	Iteration 12Q: 3 clusters Score -1009939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1009983.250000 Penalty: 4365.080566
	Iteration 13Q: 3 clusters Score -1009983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1010025.812500 Penalty: 4365.080566
	Iteration 14Q: 3 clusters Score -1010026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1010089.500000 Penalty: 4365.080566
	Iteration 15Q: 3 clusters Score -1010090 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1010166.375000 Penalty: 4365.080566
	Iteration 16Q: 3 clusters Score -1010166 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1010241.312500 Penalty: 4365.080566
	Iteration 17Q: 3 clusters Score -1010241 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1010335.000000 Penalty: 4365.080566
	Iteration 18Q: 3 clusters Score -1010335 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1010432.625000 Penalty: 4365.080566
	Iteration 19Q: 3 clusters Score -1010433 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1010502.500000 Penalty: 4365.080566
	Iteration 20F: 3 clusters Score -1010502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1010555.750000 Penalty: 4365.080566
	Iteration 21Q: 3 clusters Score -1010556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1010597.812500 Penalty: 4365.080566
	Iteration 22Q: 3 clusters Score -1010598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1010643.187500 Penalty: 4365.080566
	Iteration 23Q: 3 clusters Score -1010643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1010687.812500 Penalty: 4365.080566
	Iteration 24Q: 3 clusters Score -1010688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1010736.187500 Penalty: 4365.080566
	Iteration 25Q: 3 clusters Score -1010736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1010776.750000 Penalty: 4365.080566
	Iteration 26Q: 3 clusters Score -1010777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1010811.562500 Penalty: 4365.080566
	Iteration 27Q: 3 clusters Score -1010812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1010858.250000 Penalty: 4365.080566
	Iteration 28Q: 3 clusters Score -1010858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1010904.937500 Penalty: 4365.080566
	Iteration 29Q: 3 clusters Score -1010905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1010937.437500 Penalty: 4365.080566
	Iteration 30Q: 3 clusters Score -1010937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1010956.187500 Penalty: 4365.080566
	Iteration 31Q: 3 clusters Score -1010956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1010972.437500 Penalty: 4365.080566
	Iteration 32Q: 3 clusters Score -1010972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1010986.312500 Penalty: 4365.080566
	Iteration 33Q: 3 clusters Score -1010986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1010998.312500 Penalty: 4365.080566
	Iteration 34Q: 3 clusters Score -1010998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1011010.125000 Penalty: 4365.080566
	Iteration 35Q: 3 clusters Score -1011010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1011025.750000 Penalty: 4365.080566
	Iteration 36Q: 3 clusters Score -1011026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1011037.625000 Penalty: 4365.080566
	Iteration 37Q: 3 clusters Score -1011038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1011040.187500 Penalty: 4365.080566
	Iteration 38Q: 3 clusters Score -1011040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1011045.187500 Penalty: 4365.080566
	Iteration 39Q: 3 clusters Score -1011045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1011053.750000 Penalty: 4365.080566
	Iteration 40F: 3 clusters Score -1011054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1011063.562500 Penalty: 4365.080566
	Iteration 41Q: 3 clusters Score -1011064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1011068.937500 Penalty: 4365.080566
	Iteration 42Q: 3 clusters Score -1011069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1011075.375000 Penalty: 4365.080566
	Iteration 43Q: 3 clusters Score -1011075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1011078.062500 Penalty: 4365.080566
	Iteration 44Q: 3 clusters Score -1011078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1011081.562500 Penalty: 4365.080566
	Iteration 45Q: 3 clusters Score -1011082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1011085.875000 Penalty: 4365.080566
	Iteration 46Q: 3 clusters Score -1011086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1011089.875000 Penalty: 4365.080566
	Iteration 47Q: 3 clusters Score -1011090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1011096.500000 Penalty: 4365.080566
	Iteration 48Q: 3 clusters Score -1011096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1011098.062500 Penalty: 4365.080566
	Iteration 49Q: 3 clusters Score -1011098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1011100.062500 Penalty: 4365.080566
	Iteration 50Q: 3 clusters Score -1011100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1011103.062500 Penalty: 4365.080566
	Iteration 51Q: 3 clusters Score -1011103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1011107.625000 Penalty: 4365.080566
	Iteration 52Q: 3 clusters Score -1011108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1011114.125000 Penalty: 4365.080566
	Iteration 53Q: 3 clusters Score -1011114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1011117.125000 Penalty: 4365.080566
	Iteration 54Q: 3 clusters Score -1011117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1011120.125000 Penalty: 4365.080566
	Iteration 55Q: 3 clusters Score -1011120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1011120.562500 Penalty: 4365.080566
	Iteration 56Q: 3 clusters Score -1011121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1011119.625000 Penalty: 4365.080566
	Iteration 57Q: 3 clusters Score -1011120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1011122.812500 Penalty: 4365.080566
	Iteration 58Q: 3 clusters Score -1011123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1011123.687500 Penalty: 4365.080566
	Iteration 59Q: 3 clusters Score -1011124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1011126.312500 Penalty: 4365.080566
	Iteration 60F: 3 clusters Score -1011126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1011127.125000 Penalty: 4365.080566
	Iteration 61Q: 3 clusters Score -1011127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1011127.625000 Penalty: 4365.080566
	Iteration 62Q: 3 clusters Score -1011128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1011127.625000 Penalty: 4365.080566
	Iteration 63F: 3 clusters Score -1011128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 36168 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62910 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 47134 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53486 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56277 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20665 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86221 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 14201 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5975 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388680.000000 Penalty: 148260.671875
Iteration 199Q: 45 clusters Score -1.203887e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 36162 members 
Mstep: Class 4 contains 6216 members 
Mstep: Class 5 contains 62907 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 35053 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 19650 members 
Mstep: Class 11 contains 23089 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 53476 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 18 contains 102241 members 
Mstep: Class 19 contains 20510 members 
Mstep: Class 20 contains 4873 members 
Mstep: Class 21 contains 13120 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56279 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20663 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86228 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 14218 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5977 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 6683 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388648.000000 Penalty: 148260.671875
Iteration 200F: 45 clusters Score -1.203886e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 36160 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 62902 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 35048 members 
Mstep: Class 8 contains 47136 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 23084 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44650 members 
Mstep: Class 14 contains 53463 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 102245 members 
Mstep: Class 19 contains 20488 members 
Mstep: Class 20 contains 4894 members 
Mstep: Class 21 contains 13118 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 6268 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 56281 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20660 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 86239 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 15060 members 
Mstep: Class 33 contains 14236 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5979 members 
Mstep: Class 39 contains 37894 members 
Mstep: Class 40 contains 6060 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11672 members 
Mstep: Class 43 contains 6730 members 
Mstep: Class 44 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388824.000000 Penalty: 148260.671875
Iteration 201Q: 45 clusters Score -1.203888e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 36154 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 62902 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 35041 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 19652 members 
Mstep: Class 11 contains 23079 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44648 members 
Mstep: Class 14 contains 53458 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 18 contains 102238 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 4919 members 
Mstep: Class 21 contains 13116 members 
Mstep: Class 22 contains 4352 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56280 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 16439 members 
Mstep: Class 28 contains 20660 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86238 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 14269 members 
Mstep: Class 34 contains 7477 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5979 members 
Mstep: Class 39 contains 37893 members 
Mstep: Class 40 contains 6061 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11673 members 
Mstep: Class 43 contains 6784 members 
Mstep: Class 44 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389048.000000 Penalty: 148260.671875
Iteration 202Q: 45 clusters Score -1.20389e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 36153 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 62900 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35024 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 11 contains 23074 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 53450 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 20416 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 13117 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56279 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20654 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86237 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 14302 members 
Mstep: Class 34 contains 7445 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5982 members 
Mstep: Class 39 contains 37891 members 
Mstep: Class 40 contains 6065 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11667 members 
Mstep: Class 43 contains 6831 members 
Mstep: Class 44 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388936.000000 Penalty: 148260.671875
Iteration 203Q: 45 clusters Score -1.203889e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 36159 members 
Mstep: Class 4 contains 6205 members 
Mstep: Class 5 contains 62896 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 23069 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 53438 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 3139 members 
Mstep: Class 18 contains 102225 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 4955 members 
Mstep: Class 21 contains 13117 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56282 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20651 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86238 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 14341 members 
Mstep: Class 34 contains 7428 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5984 members 
Mstep: Class 39 contains 37886 members 
Mstep: Class 40 contains 6068 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 6868 members 
Mstep: Class 44 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389024.000000 Penalty: 148260.671875
Iteration 204Q: 45 clusters Score -1.20389e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 36154 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62895 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 34998 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 23066 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44646 members 
Mstep: Class 14 contains 53434 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 102208 members 
Mstep: Class 19 contains 20323 members 
Mstep: Class 20 contains 4966 members 
Mstep: Class 21 contains 13116 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56287 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20653 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86231 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15057 members 
Mstep: Class 33 contains 14392 members 
Mstep: Class 34 contains 7404 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5986 members 
Mstep: Class 39 contains 37881 members 
Mstep: Class 40 contains 6067 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11675 members 
Mstep: Class 43 contains 6900 members 
Mstep: Class 44 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389336.000000 Penalty: 148260.671875
Iteration 205Q: 45 clusters Score -1.203893e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 36153 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62887 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34992 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 23064 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44652 members 
Mstep: Class 14 contains 53424 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 102204 members 
Mstep: Class 19 contains 20273 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 13110 members 
Mstep: Class 22 contains 4341 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56290 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20649 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86219 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15055 members 
Mstep: Class 33 contains 14460 members 
Mstep: Class 34 contains 7384 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5981 members 
Mstep: Class 39 contains 37874 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11674 members 
Mstep: Class 43 contains 6928 members 
Mstep: Class 44 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389232.000000 Penalty: 148260.671875
Iteration 206Q: 45 clusters Score -1.203892e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1461 members 
Mstep: Class 3 contains 36146 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62883 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34988 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44655 members 
Mstep: Class 14 contains 53423 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 18 contains 102203 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 13109 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56290 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20646 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86207 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15054 members 
Mstep: Class 33 contains 14521 members 
Mstep: Class 34 contains 7357 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5981 members 
Mstep: Class 39 contains 37870 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11678 members 
Mstep: Class 43 contains 6951 members 
Mstep: Class 44 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389112.000000 Penalty: 148260.671875
Iteration 207Q: 45 clusters Score -1.203891e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 36140 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 62881 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34987 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44656 members 
Mstep: Class 14 contains 53413 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 3146 members 
Mstep: Class 18 contains 102203 members 
Mstep: Class 19 contains 20156 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 13103 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56291 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 20631 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 86205 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15051 members 
Mstep: Class 33 contains 14572 members 
Mstep: Class 34 contains 7344 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 37868 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11682 members 
Mstep: Class 43 contains 6972 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389192.000000 Penalty: 148260.671875
Iteration 208Q: 45 clusters Score -1.203892e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 36140 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 62880 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34986 members 
Mstep: Class 8 contains 47147 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 23059 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44654 members 
Mstep: Class 14 contains 53405 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 102204 members 
Mstep: Class 19 contains 20098 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 13098 members 
Mstep: Class 22 contains 4337 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56293 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16437 members 
Mstep: Class 28 contains 20619 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86191 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15052 members 
Mstep: Class 33 contains 14639 members 
Mstep: Class 34 contains 7344 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5990 members 
Mstep: Class 39 contains 37865 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389320.000000 Penalty: 148260.671875
Iteration 209Q: 45 clusters Score -1.203893e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 62879 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34984 members 
Mstep: Class 8 contains 47153 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19711 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44655 members 
Mstep: Class 14 contains 53399 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 102215 members 
Mstep: Class 19 contains 20012 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 13095 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56297 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16436 members 
Mstep: Class 28 contains 20604 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86178 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15052 members 
Mstep: Class 33 contains 14719 members 
Mstep: Class 34 contains 7335 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5991 members 
Mstep: Class 39 contains 37866 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 11689 members 
Mstep: Class 43 contains 6996 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389216.000000 Penalty: 148260.671875
Iteration 210Q: 45 clusters Score -1.203892e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 36132 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 62881 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34984 members 
Mstep: Class 8 contains 47155 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19725 members 
Mstep: Class 11 contains 23060 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44654 members 
Mstep: Class 14 contains 53387 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 102218 members 
Mstep: Class 19 contains 19912 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 4332 members 
Mstep: Class 23 contains 6277 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56297 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16435 members 
Mstep: Class 28 contains 20591 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86164 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15053 members 
Mstep: Class 33 contains 14824 members 
Mstep: Class 34 contains 7329 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5994 members 
Mstep: Class 39 contains 37866 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11693 members 
Mstep: Class 43 contains 7009 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389424.000000 Penalty: 148260.671875
Iteration 211Q: 45 clusters Score -1.203894e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 36138 members 
Mstep: Class 4 contains 6206 members 
Mstep: Class 5 contains 62880 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34985 members 
Mstep: Class 8 contains 47158 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19738 members 
Mstep: Class 11 contains 23060 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44654 members 
Mstep: Class 14 contains 53388 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 102223 members 
Mstep: Class 19 contains 19797 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 13087 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56295 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16433 members 
Mstep: Class 28 contains 20581 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86142 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15052 members 
Mstep: Class 33 contains 14936 members 
Mstep: Class 34 contains 7319 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5997 members 
Mstep: Class 39 contains 37862 members 
Mstep: Class 40 contains 6069 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11696 members 
Mstep: Class 43 contains 7019 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389432.000000 Penalty: 148260.671875
Iteration 212Q: 45 clusters Score -1.203894e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 36137 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 62879 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 47156 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19751 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44656 members 
Mstep: Class 14 contains 53384 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 102224 members 
Mstep: Class 19 contains 19691 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 13086 members 
Mstep: Class 22 contains 4336 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56294 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16436 members 
Mstep: Class 28 contains 20575 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86131 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15050 members 
Mstep: Class 33 contains 15039 members 
Mstep: Class 34 contains 7307 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 5999 members 
Mstep: Class 39 contains 37853 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 11698 members 
Mstep: Class 43 contains 7028 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389392.000000 Penalty: 148260.671875
Iteration 213Q: 45 clusters Score -1.203894e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36137 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 62877 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34977 members 
Mstep: Class 8 contains 47158 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19762 members 
Mstep: Class 11 contains 23060 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44657 members 
Mstep: Class 14 contains 53366 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 102225 members 
Mstep: Class 19 contains 19586 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 13084 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56298 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16436 members 
Mstep: Class 28 contains 20570 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86109 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15048 members 
Mstep: Class 33 contains 15174 members 
Mstep: Class 34 contains 7296 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6000 members 
Mstep: Class 39 contains 37847 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11702 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389432.000000 Penalty: 148260.671875
Iteration 214Q: 45 clusters Score -1.203894e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36145 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 62875 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34974 members 
Mstep: Class 8 contains 47158 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19773 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44658 members 
Mstep: Class 14 contains 53355 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 102225 members 
Mstep: Class 19 contains 19466 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 13083 members 
Mstep: Class 22 contains 4335 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56299 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16435 members 
Mstep: Class 28 contains 20564 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86082 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15047 members 
Mstep: Class 33 contains 15318 members 
Mstep: Class 34 contains 7282 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6004 members 
Mstep: Class 39 contains 37847 members 
Mstep: Class 40 contains 6078 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 7053 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389448.000000 Penalty: 148260.671875
Iteration 215Q: 45 clusters Score -1.203894e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36148 members 
Mstep: Class 4 contains 6209 members 
Mstep: Class 5 contains 62877 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34972 members 
Mstep: Class 8 contains 47164 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 23056 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44657 members 
Mstep: Class 14 contains 53334 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 102225 members 
Mstep: Class 19 contains 19356 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 13083 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56299 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16434 members 
Mstep: Class 28 contains 20558 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86057 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15043 members 
Mstep: Class 33 contains 15452 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6008 members 
Mstep: Class 39 contains 37850 members 
Mstep: Class 40 contains 6075 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11708 members 
Mstep: Class 43 contains 7060 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389440.000000 Penalty: 148260.671875
Iteration 216Q: 45 clusters Score -1.203894e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 62875 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34968 members 
Mstep: Class 8 contains 47171 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19799 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44657 members 
Mstep: Class 14 contains 53313 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 102226 members 
Mstep: Class 19 contains 19251 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 13082 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56298 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16434 members 
Mstep: Class 28 contains 20550 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 86027 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15041 members 
Mstep: Class 33 contains 15584 members 
Mstep: Class 34 contains 7260 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6013 members 
Mstep: Class 39 contains 37850 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11712 members 
Mstep: Class 43 contains 7065 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389632.000000 Penalty: 148260.671875
Iteration 217Q: 45 clusters Score -1.203896e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36148 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 62877 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 47174 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19803 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44660 members 
Mstep: Class 14 contains 53293 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 102225 members 
Mstep: Class 19 contains 19119 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 13081 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56299 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16433 members 
Mstep: Class 28 contains 20551 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85996 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 15739 members 
Mstep: Class 34 contains 7251 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6019 members 
Mstep: Class 39 contains 37851 members 
Mstep: Class 40 contains 6077 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11718 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389544.000000 Penalty: 148260.671875
Iteration 218Q: 45 clusters Score -1.203895e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 36150 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 62874 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 47175 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19815 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44668 members 
Mstep: Class 14 contains 53259 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 102227 members 
Mstep: Class 19 contains 18992 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 13083 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56301 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16432 members 
Mstep: Class 28 contains 20548 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85967 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15035 members 
Mstep: Class 33 contains 15908 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6022 members 
Mstep: Class 39 contains 37853 members 
Mstep: Class 40 contains 6075 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11718 members 
Mstep: Class 43 contains 7071 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389736.000000 Penalty: 148260.671875
Iteration 219Q: 45 clusters Score -1.203897e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 36150 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 62870 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34965 members 
Mstep: Class 8 contains 47177 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19827 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44669 members 
Mstep: Class 14 contains 53232 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 102227 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13091 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56300 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16432 members 
Mstep: Class 28 contains 20549 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85934 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15036 members 
Mstep: Class 33 contains 16081 members 
Mstep: Class 34 contains 7228 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6029 members 
Mstep: Class 39 contains 37858 members 
Mstep: Class 40 contains 6072 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 11721 members 
Mstep: Class 43 contains 7073 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389840.000000 Penalty: 148260.671875
Iteration 220F: 45 clusters Score -1.203898e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 36149 members 
Mstep: Class 4 contains 6209 members 
Mstep: Class 5 contains 62865 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34965 members 
Mstep: Class 8 contains 47181 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19834 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44671 members 
Mstep: Class 14 contains 53196 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 102229 members 
Mstep: Class 19 contains 18732 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13091 members 
Mstep: Class 22 contains 4337 members 
Mstep: Class 23 contains 6277 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56302 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 20545 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85896 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15033 members 
Mstep: Class 33 contains 16243 members 
Mstep: Class 34 contains 7224 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 37866 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11726 members 
Mstep: Class 43 contains 7077 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389896.000000 Penalty: 148260.671875
Iteration 221Q: 45 clusters Score -1.203899e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 36147 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 62863 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34963 members 
Mstep: Class 8 contains 47185 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19844 members 
Mstep: Class 11 contains 23054 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44675 members 
Mstep: Class 14 contains 53178 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 102230 members 
Mstep: Class 19 contains 18614 members 
Mstep: Class 20 contains 5028 members 
Mstep: Class 21 contains 13092 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56304 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16431 members 
Mstep: Class 28 contains 20539 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85833 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15031 members 
Mstep: Class 33 contains 16414 members 
Mstep: Class 34 contains 7221 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6040 members 
Mstep: Class 39 contains 37863 members 
Mstep: Class 40 contains 6076 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11733 members 
Mstep: Class 43 contains 7085 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390128.000000 Penalty: 148260.671875
Iteration 222Q: 45 clusters Score -1.203901e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 36146 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 62856 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34961 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19857 members 
Mstep: Class 11 contains 23056 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44675 members 
Mstep: Class 14 contains 53153 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 102232 members 
Mstep: Class 19 contains 18494 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13098 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6277 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56304 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 20534 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85795 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15031 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 7218 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6045 members 
Mstep: Class 39 contains 37855 members 
Mstep: Class 40 contains 6077 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11738 members 
Mstep: Class 43 contains 7094 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390144.000000 Penalty: 148260.671875
Iteration 223Q: 45 clusters Score -1.203901e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 36152 members 
Mstep: Class 4 contains 6205 members 
Mstep: Class 5 contains 62856 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34954 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19873 members 
Mstep: Class 11 contains 23057 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44675 members 
Mstep: Class 14 contains 53130 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 102231 members 
Mstep: Class 19 contains 18363 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56306 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 20534 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 85771 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15028 members 
Mstep: Class 33 contains 16720 members 
Mstep: Class 34 contains 7215 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 37855 members 
Mstep: Class 40 contains 6073 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11742 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390072.000000 Penalty: 148260.671875
Iteration 224Q: 45 clusters Score -1.203901e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1466 members 
Mstep: Class 3 contains 36151 members 
Mstep: Class 4 contains 6206 members 
Mstep: Class 5 contains 62846 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34951 members 
Mstep: Class 8 contains 47186 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 19895 members 
Mstep: Class 11 contains 23056 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44675 members 
Mstep: Class 14 contains 53111 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 102236 members 
Mstep: Class 19 contains 18222 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 6282 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56311 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 20522 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85749 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15025 members 
Mstep: Class 33 contains 16850 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6055 members 
Mstep: Class 39 contains 37861 members 
Mstep: Class 40 contains 6074 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11748 members 
Mstep: Class 43 contains 7118 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390216.000000 Penalty: 148260.671875
Iteration 225Q: 45 clusters Score -1.203902e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1467 members 
Mstep: Class 3 contains 36145 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34945 members 
Mstep: Class 8 contains 47186 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 19902 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44678 members 
Mstep: Class 14 contains 53099 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 102233 members 
Mstep: Class 19 contains 18118 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13103 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 6283 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56315 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 20517 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85723 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15021 members 
Mstep: Class 33 contains 16959 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6063 members 
Mstep: Class 39 contains 37871 members 
Mstep: Class 40 contains 6080 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11751 members 
Mstep: Class 43 contains 7127 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390216.000000 Penalty: 148260.671875
Iteration 226Q: 45 clusters Score -1.203902e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 36143 members 
Mstep: Class 4 contains 6201 members 
Mstep: Class 5 contains 62835 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34940 members 
Mstep: Class 8 contains 47189 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 19900 members 
Mstep: Class 11 contains 23054 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44677 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 102235 members 
Mstep: Class 19 contains 18012 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13109 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 6283 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56317 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 20517 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85709 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15018 members 
Mstep: Class 33 contains 17071 members 
Mstep: Class 34 contains 7209 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6063 members 
Mstep: Class 39 contains 37873 members 
Mstep: Class 40 contains 6082 members 
Mstep: Class 41 contains 1132 members 
Mstep: Class 42 contains 11753 members 
Mstep: Class 43 contains 7133 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390216.000000 Penalty: 148260.671875
Iteration 227Q: 45 clusters Score -1.203902e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 36139 members 
Mstep: Class 4 contains 6201 members 
Mstep: Class 5 contains 62832 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34939 members 
Mstep: Class 8 contains 47190 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 19921 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44679 members 
Mstep: Class 14 contains 53082 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7597 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 102241 members 
Mstep: Class 19 contains 17905 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 13105 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 6284 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56318 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16427 members 
Mstep: Class 28 contains 20501 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85694 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15021 members 
Mstep: Class 33 contains 17186 members 
Mstep: Class 34 contains 7204 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6064 members 
Mstep: Class 39 contains 37867 members 
Mstep: Class 40 contains 6084 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11758 members 
Mstep: Class 43 contains 7144 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390312.000000 Penalty: 148260.671875
Iteration 228Q: 45 clusters Score -1.203903e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 36134 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 62831 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34940 members 
Mstep: Class 8 contains 47191 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 19935 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44678 members 
Mstep: Class 14 contains 53067 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 102248 members 
Mstep: Class 19 contains 17818 members 
Mstep: Class 20 contains 5025 members 
Mstep: Class 21 contains 13101 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 6289 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56321 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 20498 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85666 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15018 members 
Mstep: Class 33 contains 17307 members 
Mstep: Class 34 contains 7196 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6067 members 
Mstep: Class 39 contains 37866 members 
Mstep: Class 40 contains 6086 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11761 members 
Mstep: Class 43 contains 7151 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390240.000000 Penalty: 148260.671875
Iteration 229Q: 45 clusters Score -1.203902e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 36128 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62829 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34939 members 
Mstep: Class 8 contains 47193 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 19946 members 
Mstep: Class 11 contains 23041 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44682 members 
Mstep: Class 14 contains 53057 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 102253 members 
Mstep: Class 19 contains 17738 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 13100 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 6294 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56321 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16425 members 
Mstep: Class 28 contains 20492 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85650 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15011 members 
Mstep: Class 33 contains 17398 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6071 members 
Mstep: Class 39 contains 37861 members 
Mstep: Class 40 contains 6089 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11768 members 
Mstep: Class 43 contains 7155 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390240.000000 Penalty: 148260.671875
Iteration 230Q: 45 clusters Score -1.203902e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 3 contains 36126 members 
Mstep: Class 4 contains 6198 members 
Mstep: Class 5 contains 62825 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34939 members 
Mstep: Class 8 contains 47194 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 19970 members 
Mstep: Class 11 contains 23038 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44683 members 
Mstep: Class 14 contains 53046 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7608 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 102259 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56322 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 20474 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85636 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15008 members 
Mstep: Class 33 contains 17472 members 
Mstep: Class 34 contains 7185 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6074 members 
Mstep: Class 39 contains 37862 members 
Mstep: Class 40 contains 6089 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11769 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390128.000000 Penalty: 148260.671875
Iteration 231Q: 45 clusters Score -1.203901e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 36122 members 
Mstep: Class 4 contains 6198 members 
Mstep: Class 5 contains 62820 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34939 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 19987 members 
Mstep: Class 11 contains 23042 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44687 members 
Mstep: Class 14 contains 53047 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 102265 members 
Mstep: Class 19 contains 17603 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 6294 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16422 members 
Mstep: Class 28 contains 20460 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85613 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 17539 members 
Mstep: Class 34 contains 7184 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6077 members 
Mstep: Class 39 contains 37858 members 
Mstep: Class 40 contains 6090 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11775 members 
Mstep: Class 43 contains 7167 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390192.000000 Penalty: 148260.671875
Iteration 232Q: 45 clusters Score -1.203902e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 36117 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 62812 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34938 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 20001 members 
Mstep: Class 11 contains 23046 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44688 members 
Mstep: Class 14 contains 53045 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 102271 members 
Mstep: Class 19 contains 17538 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56327 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 20447 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85594 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15000 members 
Mstep: Class 33 contains 17614 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6077 members 
Mstep: Class 39 contains 37854 members 
Mstep: Class 40 contains 6089 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11775 members 
Mstep: Class 43 contains 7180 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390264.000000 Penalty: 148260.671875
Iteration 233Q: 45 clusters Score -1.203903e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 36107 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 62805 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34935 members 
Mstep: Class 8 contains 47198 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 20010 members 
Mstep: Class 11 contains 23045 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44691 members 
Mstep: Class 14 contains 53046 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7618 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102271 members 
Mstep: Class 19 contains 17487 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 13101 members 
Mstep: Class 22 contains 4326 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 20435 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85568 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15002 members 
Mstep: Class 33 contains 17682 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6074 members 
Mstep: Class 39 contains 37848 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 11776 members 
Mstep: Class 43 contains 7189 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390336.000000 Penalty: 148260.671875
Iteration 234Q: 45 clusters Score -1.203903e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 36099 members 
Mstep: Class 4 contains 6198 members 
Mstep: Class 5 contains 62801 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34934 members 
Mstep: Class 8 contains 47199 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 20016 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44695 members 
Mstep: Class 14 contains 53029 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102263 members 
Mstep: Class 19 contains 17435 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 13106 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56332 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 20421 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85558 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15002 members 
Mstep: Class 33 contains 17751 members 
Mstep: Class 34 contains 7177 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37840 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11776 members 
Mstep: Class 43 contains 7204 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390272.000000 Penalty: 148260.671875
Iteration 235Q: 45 clusters Score -1.203903e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 36096 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62800 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34935 members 
Mstep: Class 8 contains 47198 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 20027 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44701 members 
Mstep: Class 14 contains 53018 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7627 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102263 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 13115 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 20410 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85546 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15004 members 
Mstep: Class 33 contains 17807 members 
Mstep: Class 34 contains 7174 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37839 members 
Mstep: Class 40 contains 6090 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11776 members 
Mstep: Class 43 contains 7214 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390256.000000 Penalty: 148260.671875
Iteration 236Q: 45 clusters Score -1.203903e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 36098 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62796 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34933 members 
Mstep: Class 8 contains 47201 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 20037 members 
Mstep: Class 11 contains 23054 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44702 members 
Mstep: Class 14 contains 53019 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 102268 members 
Mstep: Class 19 contains 17322 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 13116 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20399 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85534 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15003 members 
Mstep: Class 33 contains 17861 members 
Mstep: Class 34 contains 7170 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6078 members 
Mstep: Class 39 contains 37837 members 
Mstep: Class 40 contains 6089 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11778 members 
Mstep: Class 43 contains 7221 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390408.000000 Penalty: 148260.671875
Iteration 237Q: 45 clusters Score -1.203904e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 36093 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34931 members 
Mstep: Class 8 contains 47204 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 20050 members 
Mstep: Class 11 contains 23053 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44705 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17268 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20384 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85527 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17915 members 
Mstep: Class 34 contains 7168 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37840 members 
Mstep: Class 40 contains 6087 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11780 members 
Mstep: Class 43 contains 7229 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390352.000000 Penalty: 148260.671875
Iteration 238Q: 45 clusters Score -1.203904e+08 nChanged 193
Entering ConstructFrom: 
Score: -120390352.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -1179363.500000 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -1179364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1173062.625000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -1173063 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1174833.625000 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -1174834 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1175170.125000 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -1175170 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1175398.750000 Penalty: 4446.806152
	Iteration 3F: 3 clusters Score -1175399 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1175595.500000 Penalty: 4446.806152
	Iteration 4Q: 3 clusters Score -1175596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1175769.375000 Penalty: 4446.806152
	Iteration 5Q: 3 clusters Score -1175769 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1175921.250000 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -1175921 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1176054.750000 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -1176055 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1176172.625000 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -1176173 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1176289.000000 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -1176289 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1176417.000000 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -1176417 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1176539.625000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -1176540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1176648.250000 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -1176648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1176735.875000 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -1176736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1176836.250000 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -1176836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1176912.500000 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -1176912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1176973.125000 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -1176973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1177038.875000 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -1177039 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1177085.750000 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -1177086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1177119.875000 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -1177120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1177154.625000 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -1177155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1177176.625000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -1177177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1177193.125000 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -1177193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1177205.250000 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -1177205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1177218.500000 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -1177218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1177224.250000 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -1177224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1177233.250000 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -1177233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1177237.875000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -1177238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1177248.625000 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -1177249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1177254.750000 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -1177255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1177254.500000 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -1177254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1177259.875000 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -1177260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1177263.500000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -1177264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1177266.250000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -1177266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1177272.875000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -1177273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1177272.500000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -1177272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1177271.625000 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -1177272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1177272.125000 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -1177272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1177272.750000 Penalty: 4446.806152
	Iteration 38Q: 3 clusters Score -1177273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1177274.125000 Penalty: 4446.806152
	Iteration 39Q: 3 clusters Score -1177274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1177273.875000 Penalty: 4446.806152
	Iteration 40F: 3 clusters Score -1177274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1177276.250000 Penalty: 4446.806152
	Iteration 41Q: 3 clusters Score -1177276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1177274.375000 Penalty: 4446.806152
	Iteration 42Q: 3 clusters Score -1177274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1177275.875000 Penalty: 4446.806152
	Iteration 43Q: 3 clusters Score -1177276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1177279.750000 Penalty: 4446.806152
	Iteration 44Q: 3 clusters Score -1177280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1177279.250000 Penalty: 4446.806152
	Iteration 45Q: 3 clusters Score -1177279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1177279.375000 Penalty: 4446.806152
	Iteration 46Q: 3 clusters Score -1177279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1177281.000000 Penalty: 4446.806152
	Iteration 47Q: 3 clusters Score -1177281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1177281.875000 Penalty: 4446.806152
	Iteration 48Q: 3 clusters Score -1177282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1177281.625000 Penalty: 4446.806152
	Iteration 49Q: 3 clusters Score -1177282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1177282.125000 Penalty: 4446.806152
	Iteration 50Q: 3 clusters Score -1177282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1177283.500000 Penalty: 4446.806152
	Iteration 51Q: 3 clusters Score -1177284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1177284.250000 Penalty: 4446.806152
	Iteration 52Q: 3 clusters Score -1177284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1177283.875000 Penalty: 4446.806152
	Iteration 53Q: 3 clusters Score -1177284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1177284.625000 Penalty: 4446.806152
	Iteration 54Q: 3 clusters Score -1177285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1177286.000000 Penalty: 4446.806152
	Iteration 55Q: 3 clusters Score -1177286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1177284.750000 Penalty: 4446.806152
	Iteration 56Q: 3 clusters Score -1177285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1177288.750000 Penalty: 4446.806152
	Iteration 57Q: 3 clusters Score -1177289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1177288.625000 Penalty: 4446.806152
	Iteration 58Q: 3 clusters Score -1177289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1177291.875000 Penalty: 4446.806152
	Iteration 59Q: 3 clusters Score -1177292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1177292.625000 Penalty: 4446.806152
	Iteration 60F: 3 clusters Score -1177293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1177296.250000 Penalty: 4446.806152
	Iteration 61Q: 3 clusters Score -1177296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1177299.375000 Penalty: 4446.806152
	Iteration 62Q: 3 clusters Score -1177299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1177303.000000 Penalty: 4446.806152
	Iteration 63Q: 3 clusters Score -1177303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1177303.750000 Penalty: 4446.806152
	Iteration 64Q: 3 clusters Score -1177304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1177306.375000 Penalty: 4446.806152
	Iteration 65Q: 3 clusters Score -1177306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1177307.250000 Penalty: 4446.806152
	Iteration 66Q: 3 clusters Score -1177307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1177307.500000 Penalty: 4446.806152
	Iteration 67Q: 3 clusters Score -1177308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1177308.250000 Penalty: 4446.806152
	Iteration 68Q: 3 clusters Score -1177308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1177309.625000 Penalty: 4446.806152
	Iteration 69Q: 3 clusters Score -1177310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1177308.625000 Penalty: 4446.806152
	Iteration 70Q: 3 clusters Score -1177309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1177310.875000 Penalty: 4446.806152
	Iteration 71Q: 3 clusters Score -1177311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1177310.875000 Penalty: 4446.806152
	Iteration 72Q: 3 clusters Score -1177311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1177311.250000 Penalty: 4446.806152
	Iteration 73Q: 3 clusters Score -1177311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1177312.125000 Penalty: 4446.806152
	Iteration 74Q: 3 clusters Score -1177312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1177313.250000 Penalty: 4446.806152
	Iteration 75Q: 3 clusters Score -1177313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1177313.250000 Penalty: 4446.806152
	Iteration 76F: 3 clusters Score -1177313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -215403.937500 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -215403.9 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 749 members 
Entering Unmasked Estep 
Score: -213163.109375 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -213163.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -213607.125000 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -213607.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213737.015625 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -213737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213820.859375 Penalty: 3625.369141
	Iteration 3Q: 3 clusters Score -213820.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213870.937500 Penalty: 3625.369141
	Iteration 4Q: 3 clusters Score -213870.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -213920.234375 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -213920.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -213956.812500 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -213956.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -213994.078125 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -213994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -214043.562500 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -214043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -214087.671875 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -214087.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -214142.296875 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -214142.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -214170.781250 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -214170.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -214192.812500 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -214192.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214213.406250 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -214213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -214225.500000 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -214225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -214231.890625 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -214231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214236.921875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -214236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214238.390625 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -214238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -214239.390625 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -214239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214240.500000 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -214240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -214241.265625 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -214241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214241.750000 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -214241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -214242.859375 Penalty: 3625.369141
	Iteration 22Q: 3 clusters Score -214242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -214242.859375 Penalty: 3625.369141
	Iteration 23F: 3 clusters Score -214242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Entering Unmasked Estep 
Score: -5300150.500000 Penalty: 2602.462158
	Iteration 0F: 2 clusters Score -5300150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5275766.500000 Penalty: 5204.924316
	Iteration 0F: 3 clusters Score -5275766 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5285922.500000 Penalty: 5204.924316
	Iteration 1F: 3 clusters Score -5285922 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5287806.000000 Penalty: 5204.924316
	Iteration 2F: 3 clusters Score -5287806 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5289804.500000 Penalty: 5204.924316
	Iteration 3F: 3 clusters Score -5289804 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -5291707.000000 Penalty: 5204.924316
	Iteration 4F: 3 clusters Score -5291707 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5293222.000000 Penalty: 5204.924316
	Iteration 5F: 3 clusters Score -5293222 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -5294354.500000 Penalty: 5204.924316
	Iteration 6F: 3 clusters Score -5294354 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5295301.500000 Penalty: 5204.924316
	Iteration 7Q: 3 clusters Score -5295302 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5296018.000000 Penalty: 5204.924316
	Iteration 8Q: 3 clusters Score -5296018 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5296600.000000 Penalty: 5204.924316
	Iteration 9Q: 3 clusters Score -5296600 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5296968.000000 Penalty: 5204.924316
	Iteration 10Q: 3 clusters Score -5296968 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5297228.500000 Penalty: 5204.924316
	Iteration 11Q: 3 clusters Score -5297228 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -5297477.000000 Penalty: 5204.924316
	Iteration 12Q: 3 clusters Score -5297477 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5297622.000000 Penalty: 5204.924316
	Iteration 13Q: 3 clusters Score -5297622 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5297720.500000 Penalty: 5204.924316
	Iteration 14Q: 3 clusters Score -5297720 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5297810.500000 Penalty: 5204.924316
	Iteration 15Q: 3 clusters Score -5297810 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -5297852.000000 Penalty: 5204.924316
	Iteration 16Q: 3 clusters Score -5297852 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -5297905.500000 Penalty: 5204.924316
	Iteration 17Q: 3 clusters Score -5297906 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5297944.500000 Penalty: 5204.924316
	Iteration 18Q: 3 clusters Score -5297944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5298008.000000 Penalty: 5204.924316
	Iteration 19Q: 3 clusters Score -5298008 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5298023.000000 Penalty: 5204.924316
	Iteration 20F: 3 clusters Score -5298023 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5298060.000000 Penalty: 5204.924316
	Iteration 21Q: 3 clusters Score -5298060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5298086.500000 Penalty: 5204.924316
	Iteration 22Q: 3 clusters Score -5298086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5298090.000000 Penalty: 5204.924316
	Iteration 23Q: 3 clusters Score -5298090 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5298116.500000 Penalty: 5204.924316
	Iteration 24Q: 3 clusters Score -5298116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5298126.500000 Penalty: 5204.924316
	Iteration 25Q: 3 clusters Score -5298126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5298140.500000 Penalty: 5204.924316
	Iteration 26Q: 3 clusters Score -5298140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5298156.000000 Penalty: 5204.924316
	Iteration 27Q: 3 clusters Score -5298156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5298150.500000 Penalty: 5204.924316
	Iteration 28Q: 3 clusters Score -5298150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5298168.500000 Penalty: 5204.924316
	Iteration 29Q: 3 clusters Score -5298168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5298176.500000 Penalty: 5204.924316
	Iteration 30Q: 3 clusters Score -5298176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5298181.500000 Penalty: 5204.924316
	Iteration 31Q: 3 clusters Score -5298182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5298189.500000 Penalty: 5204.924316
	Iteration 32Q: 3 clusters Score -5298190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5298183.500000 Penalty: 5204.924316
	Iteration 33Q: 3 clusters Score -5298184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5298188.000000 Penalty: 5204.924316
	Iteration 34Q: 3 clusters Score -5298188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5298195.500000 Penalty: 5204.924316
	Iteration 35Q: 3 clusters Score -5298196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5298219.000000 Penalty: 5204.924316
	Iteration 36Q: 3 clusters Score -5298219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5298212.000000 Penalty: 5204.924316
	Iteration 37Q: 3 clusters Score -5298212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -5298219.000000 Penalty: 5204.924316
	Iteration 38Q: 3 clusters Score -5298219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5298213.000000 Penalty: 5204.924316
	Iteration 39Q: 3 clusters Score -5298213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5298220.000000 Penalty: 5204.924316
	Iteration 40F: 3 clusters Score -5298220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5298224.500000 Penalty: 5204.924316
	Iteration 41Q: 3 clusters Score -5298224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5298227.000000 Penalty: 5204.924316
	Iteration 42Q: 3 clusters Score -5298227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5298239.000000 Penalty: 5204.924316
	Iteration 43Q: 3 clusters Score -5298239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -5298248.500000 Penalty: 5204.924316
	Iteration 44Q: 3 clusters Score -5298248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5298256.000000 Penalty: 5204.924316
	Iteration 45Q: 3 clusters Score -5298256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5298258.500000 Penalty: 5204.924316
	Iteration 46Q: 3 clusters Score -5298258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -5298260.500000 Penalty: 5204.924316
	Iteration 47Q: 3 clusters Score -5298260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5298256.000000 Penalty: 5204.924316
	Iteration 48Q: 3 clusters Score -5298256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5298261.000000 Penalty: 5204.924316
	Iteration 49Q: 3 clusters Score -5298261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5298260.000000 Penalty: 5204.924316
	Iteration 50Q: 3 clusters Score -5298260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5298260.500000 Penalty: 5204.924316
	Iteration 51Q: 3 clusters Score -5298260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5298259.500000 Penalty: 5204.924316
	Iteration 52Q: 3 clusters Score -5298260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5298270.000000 Penalty: 5204.924316
	Iteration 53Q: 3 clusters Score -5298270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5298268.500000 Penalty: 5204.924316
	Iteration 54Q: 3 clusters Score -5298268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5298272.000000 Penalty: 5204.924316
	Iteration 55Q: 3 clusters Score -5298272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5298279.500000 Penalty: 5204.924316
	Iteration 56Q: 3 clusters Score -5298280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5298271.000000 Penalty: 5204.924316
	Iteration 57Q: 3 clusters Score -5298271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5298275.500000 Penalty: 5204.924316
	Iteration 58Q: 3 clusters Score -5298276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5298279.000000 Penalty: 5204.924316
	Iteration 59Q: 3 clusters Score -5298279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -5298276.500000 Penalty: 5204.924316
	Iteration 60F: 3 clusters Score -5298276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5298269.500000 Penalty: 5204.924316
	Iteration 61Q: 3 clusters Score -5298270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5298268.500000 Penalty: 5204.924316
	Iteration 62Q: 3 clusters Score -5298268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5298269.000000 Penalty: 5204.924316
	Iteration 63Q: 3 clusters Score -5298269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5298270.500000 Penalty: 5204.924316
	Iteration 64Q: 3 clusters Score -5298270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5298268.000000 Penalty: 5204.924316
	Iteration 65Q: 3 clusters Score -5298268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -5298267.000000 Penalty: 5204.924316
	Iteration 66Q: 3 clusters Score -5298267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5298274.500000 Penalty: 5204.924316
	Iteration 67Q: 3 clusters Score -5298274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5298273.500000 Penalty: 5204.924316
	Iteration 68Q: 3 clusters Score -5298274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5298276.500000 Penalty: 5204.924316
	Iteration 69Q: 3 clusters Score -5298276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5298275.000000 Penalty: 5204.924316
	Iteration 70Q: 3 clusters Score -5298275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -5298267.000000 Penalty: 5204.924316
	Iteration 71Q: 3 clusters Score -5298267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5298265.500000 Penalty: 5204.924316
	Iteration 72Q: 3 clusters Score -5298266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5298271.000000 Penalty: 5204.924316
	Iteration 73Q: 3 clusters Score -5298271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5298271.000000 Penalty: 5204.924316
	Iteration 74Q: 3 clusters Score -5298271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -5298284.000000 Penalty: 5204.924316
	Iteration 75Q: 3 clusters Score -5298284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5298276.000000 Penalty: 5204.924316
	Iteration 76Q: 3 clusters Score -5298276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5298282.500000 Penalty: 5204.924316
	Iteration 77Q: 3 clusters Score -5298282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5298282.000000 Penalty: 5204.924316
	Iteration 78Q: 3 clusters Score -5298282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5298278.000000 Penalty: 5204.924316
	Iteration 79Q: 3 clusters Score -5298278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5298280.000000 Penalty: 5204.924316
	Iteration 80F: 3 clusters Score -5298280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -5298270.000000 Penalty: 5204.924316
	Iteration 81Q: 3 clusters Score -5298270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5298278.000000 Penalty: 5204.924316
	Iteration 82Q: 3 clusters Score -5298278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -5298277.000000 Penalty: 5204.924316
	Iteration 83Q: 3 clusters Score -5298277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5298270.500000 Penalty: 5204.924316
	Iteration 84Q: 3 clusters Score -5298270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5298270.000000 Penalty: 5204.924316
	Iteration 85Q: 3 clusters Score -5298270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5298268.000000 Penalty: 5204.924316
	Iteration 86Q: 3 clusters Score -5298268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -5298272.500000 Penalty: 5204.924316
	Iteration 87Q: 3 clusters Score -5298272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5298282.000000 Penalty: 5204.924316
	Iteration 88Q: 3 clusters Score -5298282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5298281.500000 Penalty: 5204.924316
	Iteration 89Q: 3 clusters Score -5298282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5298293.500000 Penalty: 5204.924316
	Iteration 90Q: 3 clusters Score -5298294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5298289.500000 Penalty: 5204.924316
	Iteration 91Q: 3 clusters Score -5298290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5298290.500000 Penalty: 5204.924316
	Iteration 92Q: 3 clusters Score -5298290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5298289.500000 Penalty: 5204.924316
	Iteration 93Q: 3 clusters Score -5298290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5298292.500000 Penalty: 5204.924316
	Iteration 94Q: 3 clusters Score -5298292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -5298294.500000 Penalty: 5204.924316
	Iteration 95Q: 3 clusters Score -5298294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -5298295.000000 Penalty: 5204.924316
	Iteration 96Q: 3 clusters Score -5298295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5298301.000000 Penalty: 5204.924316
	Iteration 97Q: 3 clusters Score -5298301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5298299.500000 Penalty: 5204.924316
	Iteration 98Q: 3 clusters Score -5298300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5298301.000000 Penalty: 5204.924316
	Iteration 99Q: 3 clusters Score -5298301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5298307.000000 Penalty: 5204.924316
	Iteration 100F: 3 clusters Score -5298307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5298304.500000 Penalty: 5204.924316
	Iteration 101Q: 3 clusters Score -5298304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5298308.000000 Penalty: 5204.924316
	Iteration 102Q: 3 clusters Score -5298308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5298304.000000 Penalty: 5204.924316
	Iteration 103Q: 3 clusters Score -5298304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5298308.500000 Penalty: 5204.924316
	Iteration 104Q: 3 clusters Score -5298308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5298293.500000 Penalty: 5204.924316
	Iteration 105Q: 3 clusters Score -5298294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5298284.000000 Penalty: 5204.924316
	Iteration 106Q: 3 clusters Score -5298284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5298285.500000 Penalty: 5204.924316
	Iteration 107Q: 3 clusters Score -5298286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5298286.500000 Penalty: 5204.924316
	Iteration 108Q: 3 clusters Score -5298286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5298297.000000 Penalty: 5204.924316
	Iteration 109Q: 3 clusters Score -5298297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5298291.500000 Penalty: 5204.924316
	Iteration 110Q: 3 clusters Score -5298292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5298288.000000 Penalty: 5204.924316
	Iteration 111Q: 3 clusters Score -5298288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5298295.000000 Penalty: 5204.924316
	Iteration 112Q: 3 clusters Score -5298295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5298294.000000 Penalty: 5204.924316
	Iteration 113Q: 3 clusters Score -5298294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -5298287.000000 Penalty: 5204.924316
	Iteration 114Q: 3 clusters Score -5298287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -5298289.000000 Penalty: 5204.924316
	Iteration 115Q: 3 clusters Score -5298289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -5298289.500000 Penalty: 5204.924316
	Iteration 116Q: 3 clusters Score -5298290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -5298289.500000 Penalty: 5204.924316
	Iteration 117F: 3 clusters Score -5298290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -925483.500000 Penalty: 2165.611572
	Iteration 0F: 2 clusters Score -925483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -920197.625000 Penalty: 4331.223145
	Iteration 0F: 3 clusters Score -920197.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -921531.812500 Penalty: 4331.223145
	Iteration 1F: 3 clusters Score -921531.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -921783.937500 Penalty: 4331.223145
	Iteration 2F: 3 clusters Score -921783.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -921938.250000 Penalty: 4331.223145
	Iteration 3F: 3 clusters Score -921938.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -922037.687500 Penalty: 4331.223145
	Iteration 4Q: 3 clusters Score -922037.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -922113.250000 Penalty: 4331.223145
	Iteration 5Q: 3 clusters Score -922113.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -922182.625000 Penalty: 4331.223145
	Iteration 6Q: 3 clusters Score -922182.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -922231.312500 Penalty: 4331.223145
	Iteration 7Q: 3 clusters Score -922231.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -922275.562500 Penalty: 4331.223145
	Iteration 8Q: 3 clusters Score -922275.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -922312.375000 Penalty: 4331.223145
	Iteration 9Q: 3 clusters Score -922312.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -922352.000000 Penalty: 4331.223145
	Iteration 10Q: 3 clusters Score -922352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -922395.312500 Penalty: 4331.223145
	Iteration 11Q: 3 clusters Score -922395.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -922431.125000 Penalty: 4331.223145
	Iteration 12Q: 3 clusters Score -922431.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -922451.500000 Penalty: 4331.223145
	Iteration 13Q: 3 clusters Score -922451.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -922471.000000 Penalty: 4331.223145
	Iteration 14Q: 3 clusters Score -922471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -922486.500000 Penalty: 4331.223145
	Iteration 15Q: 3 clusters Score -922486.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -922502.875000 Penalty: 4331.223145
	Iteration 16Q: 3 clusters Score -922502.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -922522.937500 Penalty: 4331.223145
	Iteration 17Q: 3 clusters Score -922522.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -922536.937500 Penalty: 4331.223145
	Iteration 18Q: 3 clusters Score -922536.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -922555.437500 Penalty: 4331.223145
	Iteration 19Q: 3 clusters Score -922555.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -922572.750000 Penalty: 4331.223145
	Iteration 20F: 3 clusters Score -922572.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -922599.187500 Penalty: 4331.223145
	Iteration 21Q: 3 clusters Score -922599.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -922618.375000 Penalty: 4331.223145
	Iteration 22Q: 3 clusters Score -922618.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -922639.000000 Penalty: 4331.223145
	Iteration 23Q: 3 clusters Score -922639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -922662.500000 Penalty: 4331.223145
	Iteration 24Q: 3 clusters Score -922662.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -922678.437500 Penalty: 4331.223145
	Iteration 25Q: 3 clusters Score -922678.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -922699.625000 Penalty: 4331.223145
	Iteration 26Q: 3 clusters Score -922699.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -922722.125000 Penalty: 4331.223145
	Iteration 27Q: 3 clusters Score -922722.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -922747.687500 Penalty: 4331.223145
	Iteration 28Q: 3 clusters Score -922747.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -922764.375000 Penalty: 4331.223145
	Iteration 29Q: 3 clusters Score -922764.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -922781.125000 Penalty: 4331.223145
	Iteration 30Q: 3 clusters Score -922781.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -922794.875000 Penalty: 4331.223145
	Iteration 31Q: 3 clusters Score -922794.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -922811.875000 Penalty: 4331.223145
	Iteration 32Q: 3 clusters Score -922811.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -922826.937500 Penalty: 4331.223145
	Iteration 33Q: 3 clusters Score -922826.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -922840.687500 Penalty: 4331.223145
	Iteration 34Q: 3 clusters Score -922840.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -922856.375000 Penalty: 4331.223145
	Iteration 35Q: 3 clusters Score -922856.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -922880.937500 Penalty: 4331.223145
	Iteration 36Q: 3 clusters Score -922880.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -922909.500000 Penalty: 4331.223145
	Iteration 37Q: 3 clusters Score -922909.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -922942.500000 Penalty: 4331.223145
	Iteration 38Q: 3 clusters Score -922942.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -922977.250000 Penalty: 4331.223145
	Iteration 39Q: 3 clusters Score -922977.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -923021.375000 Penalty: 4331.223145
	Iteration 40F: 3 clusters Score -923021.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -923079.625000 Penalty: 4331.223145
	Iteration 41Q: 3 clusters Score -923079.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -923146.312500 Penalty: 4331.223145
	Iteration 42Q: 3 clusters Score -923146.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -923222.250000 Penalty: 4331.223145
	Iteration 43Q: 3 clusters Score -923222.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -923292.687500 Penalty: 4331.223145
	Iteration 44Q: 3 clusters Score -923292.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -923368.812500 Penalty: 4331.223145
	Iteration 45Q: 3 clusters Score -923368.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -923444.312500 Penalty: 4331.223145
	Iteration 46Q: 3 clusters Score -923444.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -923497.562500 Penalty: 4331.223145
	Iteration 47Q: 3 clusters Score -923497.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -923542.125000 Penalty: 4331.223145
	Iteration 48Q: 3 clusters Score -923542.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -923586.250000 Penalty: 4331.223145
	Iteration 49Q: 3 clusters Score -923586.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -923624.562500 Penalty: 4331.223145
	Iteration 50Q: 3 clusters Score -923624.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -923657.562500 Penalty: 4331.223145
	Iteration 51Q: 3 clusters Score -923657.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -923699.875000 Penalty: 4331.223145
	Iteration 52Q: 3 clusters Score -923699.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -923737.937500 Penalty: 4331.223145
	Iteration 53Q: 3 clusters Score -923737.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -923769.062500 Penalty: 4331.223145
	Iteration 54Q: 3 clusters Score -923769.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -923801.062500 Penalty: 4331.223145
	Iteration 55Q: 3 clusters Score -923801.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -923818.125000 Penalty: 4331.223145
	Iteration 56Q: 3 clusters Score -923818.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -923829.687500 Penalty: 4331.223145
	Iteration 57Q: 3 clusters Score -923829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -923835.875000 Penalty: 4331.223145
	Iteration 58Q: 3 clusters Score -923835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -923839.750000 Penalty: 4331.223145
	Iteration 59Q: 3 clusters Score -923839.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -923844.437500 Penalty: 4331.223145
	Iteration 60F: 3 clusters Score -923844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -923848.062500 Penalty: 4331.223145
	Iteration 61Q: 3 clusters Score -923848.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -923850.562500 Penalty: 4331.223145
	Iteration 62Q: 3 clusters Score -923850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -923851.687500 Penalty: 4331.223145
	Iteration 63Q: 3 clusters Score -923851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -923851.312500 Penalty: 4331.223145
	Iteration 64Q: 3 clusters Score -923851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -923853.437500 Penalty: 4331.223145
	Iteration 65Q: 3 clusters Score -923853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -923855.875000 Penalty: 4331.223145
	Iteration 66Q: 3 clusters Score -923855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -923860.125000 Penalty: 4331.223145
	Iteration 67Q: 3 clusters Score -923860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -923862.937500 Penalty: 4331.223145
	Iteration 68Q: 3 clusters Score -923862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -923866.875000 Penalty: 4331.223145
	Iteration 69Q: 3 clusters Score -923866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -923871.187500 Penalty: 4331.223145
	Iteration 70Q: 3 clusters Score -923871.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -923873.750000 Penalty: 4331.223145
	Iteration 71Q: 3 clusters Score -923873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -923877.250000 Penalty: 4331.223145
	Iteration 72Q: 3 clusters Score -923877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -923876.812500 Penalty: 4331.223145
	Iteration 73Q: 3 clusters Score -923876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -923879.625000 Penalty: 4331.223145
	Iteration 74Q: 3 clusters Score -923879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -923883.437500 Penalty: 4331.223145
	Iteration 75Q: 3 clusters Score -923883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -923885.250000 Penalty: 4331.223145
	Iteration 76Q: 3 clusters Score -923885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -923885.500000 Penalty: 4331.223145
	Iteration 77Q: 3 clusters Score -923885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -923884.437500 Penalty: 4331.223145
	Iteration 78Q: 3 clusters Score -923884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -923887.875000 Penalty: 4331.223145
	Iteration 79Q: 3 clusters Score -923887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -923893.687500 Penalty: 4331.223145
	Iteration 80F: 3 clusters Score -923893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -923893.812500 Penalty: 4331.223145
	Iteration 81Q: 3 clusters Score -923893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -923901.500000 Penalty: 4331.223145
	Iteration 82Q: 3 clusters Score -923901.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -923905.687500 Penalty: 4331.223145
	Iteration 83Q: 3 clusters Score -923905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -923907.437500 Penalty: 4331.223145
	Iteration 84Q: 3 clusters Score -923907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -923906.500000 Penalty: 4331.223145
	Iteration 85Q: 3 clusters Score -923906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -923908.375000 Penalty: 4331.223145
	Iteration 86Q: 3 clusters Score -923908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -923909.750000 Penalty: 4331.223145
	Iteration 87Q: 3 clusters Score -923909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -923909.750000 Penalty: 4331.223145
	Iteration 88F: 3 clusters Score -923909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Entering Unmasked Estep 
Score: -9710377.000000 Penalty: 2739.788574
	Iteration 0F: 2 clusters Score -9710377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -9668163.000000 Penalty: 5479.577148
	Iteration 0F: 3 clusters Score -9668163 nChanged 29286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -9684859.000000 Penalty: 5479.577148
	Iteration 1F: 3 clusters Score -9684859 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -9685560.000000 Penalty: 5479.577148
	Iteration 2Q: 3 clusters Score -9685560 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -9686277.000000 Penalty: 5479.577148
	Iteration 3Q: 3 clusters Score -9686277 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9687019.000000 Penalty: 5479.577148
	Iteration 4Q: 3 clusters Score -9687019 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -9687661.000000 Penalty: 5479.577148
	Iteration 5Q: 3 clusters Score -9687661 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -9688279.000000 Penalty: 5479.577148
	Iteration 6Q: 3 clusters Score -9688279 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -9688952.000000 Penalty: 5479.577148
	Iteration 7Q: 3 clusters Score -9688952 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -9689495.000000 Penalty: 5479.577148
	Iteration 8Q: 3 clusters Score -9689495 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -9690171.000000 Penalty: 5479.577148
	Iteration 9Q: 3 clusters Score -9690171 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -9690829.000000 Penalty: 5479.577148
	Iteration 10Q: 3 clusters Score -9690829 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9691583.000000 Penalty: 5479.577148
	Iteration 11Q: 3 clusters Score -9691583 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -9692588.000000 Penalty: 5479.577148
	Iteration 12Q: 3 clusters Score -9692588 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -9693653.000000 Penalty: 5479.577148
	Iteration 13Q: 3 clusters Score -9693653 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -9694846.000000 Penalty: 5479.577148
	Iteration 14Q: 3 clusters Score -9694846 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -9695949.000000 Penalty: 5479.577148
	Iteration 15Q: 3 clusters Score -9695949 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -9696813.000000 Penalty: 5479.577148
	Iteration 16Q: 3 clusters Score -9696813 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -9697150.000000 Penalty: 5479.577148
	Iteration 17Q: 3 clusters Score -9697150 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -9697311.000000 Penalty: 5479.577148
	Iteration 18Q: 3 clusters Score -9697311 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -9697473.000000 Penalty: 5479.577148
	Iteration 19Q: 3 clusters Score -9697473 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -9697611.000000 Penalty: 5479.577148
	Iteration 20F: 3 clusters Score -9697611 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -9697692.000000 Penalty: 5479.577148
	Iteration 21Q: 3 clusters Score -9697692 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9697773.000000 Penalty: 5479.577148
	Iteration 22Q: 3 clusters Score -9697773 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -9697843.000000 Penalty: 5479.577148
	Iteration 23Q: 3 clusters Score -9697843 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -9697939.000000 Penalty: 5479.577148
	Iteration 24Q: 3 clusters Score -9697939 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -9698035.000000 Penalty: 5479.577148
	Iteration 25Q: 3 clusters Score -9698035 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -9698128.000000 Penalty: 5479.577148
	Iteration 26Q: 3 clusters Score -9698128 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -9698199.000000 Penalty: 5479.577148
	Iteration 27Q: 3 clusters Score -9698199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -9698237.000000 Penalty: 5479.577148
	Iteration 28Q: 3 clusters Score -9698237 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -9698289.000000 Penalty: 5479.577148
	Iteration 29Q: 3 clusters Score -9698289 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -9698351.000000 Penalty: 5479.577148
	Iteration 30Q: 3 clusters Score -9698351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9698385.000000 Penalty: 5479.577148
	Iteration 31Q: 3 clusters Score -9698385 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9698422.000000 Penalty: 5479.577148
	Iteration 32Q: 3 clusters Score -9698422 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -9698486.000000 Penalty: 5479.577148
	Iteration 33Q: 3 clusters Score -9698486 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -9698538.000000 Penalty: 5479.577148
	Iteration 34Q: 3 clusters Score -9698538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -9698612.000000 Penalty: 5479.577148
	Iteration 35Q: 3 clusters Score -9698612 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -9698693.000000 Penalty: 5479.577148
	Iteration 36Q: 3 clusters Score -9698693 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -9698750.000000 Penalty: 5479.577148
	Iteration 37Q: 3 clusters Score -9698750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -9698860.000000 Penalty: 5479.577148
	Iteration 38Q: 3 clusters Score -9698860 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -9698956.000000 Penalty: 5479.577148
	Iteration 39Q: 3 clusters Score -9698956 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -9699051.000000 Penalty: 5479.577148
	Iteration 40F: 3 clusters Score -9699051 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -9699172.000000 Penalty: 5479.577148
	Iteration 41Q: 3 clusters Score -9699172 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -9699297.000000 Penalty: 5479.577148
	Iteration 42Q: 3 clusters Score -9699297 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -9699454.000000 Penalty: 5479.577148
	Iteration 43Q: 3 clusters Score -9699454 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -9699601.000000 Penalty: 5479.577148
	Iteration 44Q: 3 clusters Score -9699601 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -9699730.000000 Penalty: 5479.577148
	Iteration 45Q: 3 clusters Score -9699730 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -9699916.000000 Penalty: 5479.577148
	Iteration 46Q: 3 clusters Score -9699916 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -9700038.000000 Penalty: 5479.577148
	Iteration 47Q: 3 clusters Score -9700038 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -9700193.000000 Penalty: 5479.577148
	Iteration 48Q: 3 clusters Score -9700193 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -9700452.000000 Penalty: 5479.577148
	Iteration 49Q: 3 clusters Score -9700452 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -9700673.000000 Penalty: 5479.577148
	Iteration 50Q: 3 clusters Score -9700673 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -9700977.000000 Penalty: 5479.577148
	Iteration 51Q: 3 clusters Score -9700977 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9701310.000000 Penalty: 5479.577148
	Iteration 52Q: 3 clusters Score -9701310 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9701587.000000 Penalty: 5479.577148
	Iteration 53Q: 3 clusters Score -9701587 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9701945.000000 Penalty: 5479.577148
	Iteration 54Q: 3 clusters Score -9701945 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -9702374.000000 Penalty: 5479.577148
	Iteration 55Q: 3 clusters Score -9702374 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -9702800.000000 Penalty: 5479.577148
	Iteration 56Q: 3 clusters Score -9702800 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -9703281.000000 Penalty: 5479.577148
	Iteration 57Q: 3 clusters Score -9703281 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -9703735.000000 Penalty: 5479.577148
	Iteration 58Q: 3 clusters Score -9703735 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -9704191.000000 Penalty: 5479.577148
	Iteration 59Q: 3 clusters Score -9704191 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -9704626.000000 Penalty: 5479.577148
	Iteration 60F: 3 clusters Score -9704626 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -9705008.000000 Penalty: 5479.577148
	Iteration 61Q: 3 clusters Score -9705008 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -9705364.000000 Penalty: 5479.577148
	Iteration 62Q: 3 clusters Score -9705364 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -9705632.000000 Penalty: 5479.577148
	Iteration 63Q: 3 clusters Score -9705632 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -9705932.000000 Penalty: 5479.577148
	Iteration 64Q: 3 clusters Score -9705932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -9706162.000000 Penalty: 5479.577148
	Iteration 65Q: 3 clusters Score -9706162 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -9706385.000000 Penalty: 5479.577148
	Iteration 66Q: 3 clusters Score -9706385 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -9706563.000000 Penalty: 5479.577148
	Iteration 67Q: 3 clusters Score -9706563 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -9706732.000000 Penalty: 5479.577148
	Iteration 68Q: 3 clusters Score -9706732 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -9706892.000000 Penalty: 5479.577148
	Iteration 69Q: 3 clusters Score -9706892 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -9707041.000000 Penalty: 5479.577148
	Iteration 70Q: 3 clusters Score -9707041 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -9707192.000000 Penalty: 5479.577148
	Iteration 71Q: 3 clusters Score -9707192 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -9707298.000000 Penalty: 5479.577148
	Iteration 72Q: 3 clusters Score -9707298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9707386.000000 Penalty: 5479.577148
	Iteration 73Q: 3 clusters Score -9707386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -9707501.000000 Penalty: 5479.577148
	Iteration 74Q: 3 clusters Score -9707501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -9707583.000000 Penalty: 5479.577148
	Iteration 75Q: 3 clusters Score -9707583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -9707654.000000 Penalty: 5479.577148
	Iteration 76Q: 3 clusters Score -9707654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -9707751.000000 Penalty: 5479.577148
	Iteration 77Q: 3 clusters Score -9707751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -9707787.000000 Penalty: 5479.577148
	Iteration 78Q: 3 clusters Score -9707787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -9707849.000000 Penalty: 5479.577148
	Iteration 79Q: 3 clusters Score -9707849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -9707858.000000 Penalty: 5479.577148
	Iteration 80F: 3 clusters Score -9707858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -9707890.000000 Penalty: 5479.577148
	Iteration 81Q: 3 clusters Score -9707890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -9707917.000000 Penalty: 5479.577148
	Iteration 82Q: 3 clusters Score -9707917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -9707925.000000 Penalty: 5479.577148
	Iteration 83Q: 3 clusters Score -9707925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -9707924.000000 Penalty: 5479.577148
	Iteration 84Q: 3 clusters Score -9707924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -9707937.000000 Penalty: 5479.577148
	Iteration 85Q: 3 clusters Score -9707937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9707952.000000 Penalty: 5479.577148
	Iteration 86Q: 3 clusters Score -9707952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -9707954.000000 Penalty: 5479.577148
	Iteration 87Q: 3 clusters Score -9707954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -9707962.000000 Penalty: 5479.577148
	Iteration 88Q: 3 clusters Score -9707962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -9707951.000000 Penalty: 5479.577148
	Iteration 89Q: 3 clusters Score -9707951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -9707954.000000 Penalty: 5479.577148
	Iteration 90Q: 3 clusters Score -9707954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -9707967.000000 Penalty: 5479.577148
	Iteration 91Q: 3 clusters Score -9707967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -9707964.000000 Penalty: 5479.577148
	Iteration 92Q: 3 clusters Score -9707964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -9707969.000000 Penalty: 5479.577148
	Iteration 93Q: 3 clusters Score -9707969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -9707970.000000 Penalty: 5479.577148
	Iteration 94Q: 3 clusters Score -9707970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -9707965.000000 Penalty: 5479.577148
	Iteration 95Q: 3 clusters Score -9707965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -9707968.000000 Penalty: 5479.577148
	Iteration 96Q: 3 clusters Score -9707968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -9707971.000000 Penalty: 5479.577148
	Iteration 97Q: 3 clusters Score -9707971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -9707965.000000 Penalty: 5479.577148
	Iteration 98Q: 3 clusters Score -9707965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -9707974.000000 Penalty: 5479.577148
	Iteration 99Q: 3 clusters Score -9707974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -9707962.000000 Penalty: 5479.577148
	Iteration 100F: 3 clusters Score -9707962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -9707974.000000 Penalty: 5479.577148
	Iteration 101Q: 3 clusters Score -9707974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -9707981.000000 Penalty: 5479.577148
	Iteration 102Q: 3 clusters Score -9707981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -9707975.000000 Penalty: 5479.577148
	Iteration 103Q: 3 clusters Score -9707975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -9707981.000000 Penalty: 5479.577148
	Iteration 104Q: 3 clusters Score -9707981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -9707982.000000 Penalty: 5479.577148
	Iteration 105Q: 3 clusters Score -9707982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -9707982.000000 Penalty: 5479.577148
	Iteration 106F: 3 clusters Score -9707982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -65126.863281 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -65126.86 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 222 members 
Entering Unmasked Estep 
Score: -63811.789062 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -63811.79 nChanged 117
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: -64043.101562 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -64043.1 nChanged 34
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: -64181.964844 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -64181.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64265.128906 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -64265.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64294.945312 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -64294.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64319.339844 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -64319.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64336.660156 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -64336.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64354.828125 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -64354.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64354.828125 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -64354.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Entering Unmasked Estep 
Score: -5434659.500000 Penalty: 2594.346191
	Iteration 0F: 2 clusters Score -5434660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5410898.000000 Penalty: 5188.692383
	Iteration 0F: 3 clusters Score -5410898 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5419646.500000 Penalty: 5188.692383
	Iteration 1F: 3 clusters Score -5419646 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5420535.000000 Penalty: 5188.692383
	Iteration 2F: 3 clusters Score -5420535 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5421706.500000 Penalty: 5188.692383
	Iteration 3F: 3 clusters Score -5421706 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5423414.500000 Penalty: 5188.692383
	Iteration 4F: 3 clusters Score -5423414 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -5425670.000000 Penalty: 5188.692383
	Iteration 5F: 3 clusters Score -5425670 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5427850.000000 Penalty: 5188.692383
	Iteration 6F: 3 clusters Score -5427850 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5429368.500000 Penalty: 5188.692383
	Iteration 7F: 3 clusters Score -5429368 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5430248.500000 Penalty: 5188.692383
	Iteration 8Q: 3 clusters Score -5430248 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -5430785.500000 Penalty: 5188.692383
	Iteration 9Q: 3 clusters Score -5430786 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -5431137.500000 Penalty: 5188.692383
	Iteration 10Q: 3 clusters Score -5431138 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -5431436.500000 Penalty: 5188.692383
	Iteration 11Q: 3 clusters Score -5431436 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5431679.000000 Penalty: 5188.692383
	Iteration 12Q: 3 clusters Score -5431679 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -5431927.500000 Penalty: 5188.692383
	Iteration 13Q: 3 clusters Score -5431928 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5432115.000000 Penalty: 5188.692383
	Iteration 14Q: 3 clusters Score -5432115 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5432279.500000 Penalty: 5188.692383
	Iteration 15Q: 3 clusters Score -5432280 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5432384.000000 Penalty: 5188.692383
	Iteration 16Q: 3 clusters Score -5432384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5432473.500000 Penalty: 5188.692383
	Iteration 17Q: 3 clusters Score -5432474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5432548.500000 Penalty: 5188.692383
	Iteration 18Q: 3 clusters Score -5432548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5432589.000000 Penalty: 5188.692383
	Iteration 19Q: 3 clusters Score -5432589 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5432651.500000 Penalty: 5188.692383
	Iteration 20F: 3 clusters Score -5432652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5432677.500000 Penalty: 5188.692383
	Iteration 21Q: 3 clusters Score -5432678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5432709.000000 Penalty: 5188.692383
	Iteration 22Q: 3 clusters Score -5432709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5432743.000000 Penalty: 5188.692383
	Iteration 23Q: 3 clusters Score -5432743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5432761.500000 Penalty: 5188.692383
	Iteration 24Q: 3 clusters Score -5432762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5432791.500000 Penalty: 5188.692383
	Iteration 25Q: 3 clusters Score -5432792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5432801.500000 Penalty: 5188.692383
	Iteration 26Q: 3 clusters Score -5432802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5432802.000000 Penalty: 5188.692383
	Iteration 27Q: 3 clusters Score -5432802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5432816.000000 Penalty: 5188.692383
	Iteration 28Q: 3 clusters Score -5432816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5432821.500000 Penalty: 5188.692383
	Iteration 29Q: 3 clusters Score -5432822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5432831.500000 Penalty: 5188.692383
	Iteration 30Q: 3 clusters Score -5432832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5432830.500000 Penalty: 5188.692383
	Iteration 31Q: 3 clusters Score -5432830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5432830.000000 Penalty: 5188.692383
	Iteration 32Q: 3 clusters Score -5432830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5432833.000000 Penalty: 5188.692383
	Iteration 33Q: 3 clusters Score -5432833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5432833.000000 Penalty: 5188.692383
	Iteration 34Q: 3 clusters Score -5432833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5432837.500000 Penalty: 5188.692383
	Iteration 35Q: 3 clusters Score -5432838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5432836.500000 Penalty: 5188.692383
	Iteration 36Q: 3 clusters Score -5432836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5432848.000000 Penalty: 5188.692383
	Iteration 37Q: 3 clusters Score -5432848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5432839.000000 Penalty: 5188.692383
	Iteration 38Q: 3 clusters Score -5432839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5432847.000000 Penalty: 5188.692383
	Iteration 39Q: 3 clusters Score -5432847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5432841.000000 Penalty: 5188.692383
	Iteration 40F: 3 clusters Score -5432841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5432840.500000 Penalty: 5188.692383
	Iteration 41Q: 3 clusters Score -5432840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5432842.000000 Penalty: 5188.692383
	Iteration 42Q: 3 clusters Score -5432842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5432846.500000 Penalty: 5188.692383
	Iteration 43Q: 3 clusters Score -5432846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5432848.500000 Penalty: 5188.692383
	Iteration 44Q: 3 clusters Score -5432848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5432854.500000 Penalty: 5188.692383
	Iteration 45Q: 3 clusters Score -5432854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5432853.000000 Penalty: 5188.692383
	Iteration 46Q: 3 clusters Score -5432853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5432860.500000 Penalty: 5188.692383
	Iteration 47Q: 3 clusters Score -5432860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5432857.000000 Penalty: 5188.692383
	Iteration 48Q: 3 clusters Score -5432857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5432859.000000 Penalty: 5188.692383
	Iteration 49Q: 3 clusters Score -5432859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5432861.500000 Penalty: 5188.692383
	Iteration 50Q: 3 clusters Score -5432862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5432865.000000 Penalty: 5188.692383
	Iteration 51Q: 3 clusters Score -5432865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5432866.500000 Penalty: 5188.692383
	Iteration 52Q: 3 clusters Score -5432866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5432867.000000 Penalty: 5188.692383
	Iteration 53Q: 3 clusters Score -5432867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5432866.000000 Penalty: 5188.692383
	Iteration 54Q: 3 clusters Score -5432866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5432865.000000 Penalty: 5188.692383
	Iteration 55Q: 3 clusters Score -5432865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5432865.000000 Penalty: 5188.692383
	Iteration 56F: 3 clusters Score -5432865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Entering Unmasked Estep 
Score: -7372699.000000 Penalty: 2669.049805
	Iteration 0F: 2 clusters Score -7372699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -7340922.000000 Penalty: 5338.099609
	Iteration 0F: 3 clusters Score -7340922 nChanged 21675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -7352779.500000 Penalty: 5338.099609
	Iteration 1F: 3 clusters Score -7352780 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7353468.500000 Penalty: 5338.099609
	Iteration 2Q: 3 clusters Score -7353468 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -7354075.500000 Penalty: 5338.099609
	Iteration 3Q: 3 clusters Score -7354076 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7354630.000000 Penalty: 5338.099609
	Iteration 4Q: 3 clusters Score -7354630 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7355140.500000 Penalty: 5338.099609
	Iteration 5Q: 3 clusters Score -7355140 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -7355683.500000 Penalty: 5338.099609
	Iteration 6Q: 3 clusters Score -7355684 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -7356184.500000 Penalty: 5338.099609
	Iteration 7Q: 3 clusters Score -7356184 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -7356739.500000 Penalty: 5338.099609
	Iteration 8Q: 3 clusters Score -7356740 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -7357314.000000 Penalty: 5338.099609
	Iteration 9Q: 3 clusters Score -7357314 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7358127.000000 Penalty: 5338.099609
	Iteration 10Q: 3 clusters Score -7358127 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -7358965.000000 Penalty: 5338.099609
	Iteration 11Q: 3 clusters Score -7358965 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -7360110.500000 Penalty: 5338.099609
	Iteration 12Q: 3 clusters Score -7360110 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7361288.500000 Penalty: 5338.099609
	Iteration 13Q: 3 clusters Score -7361288 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7362699.000000 Penalty: 5338.099609
	Iteration 14Q: 3 clusters Score -7362699 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -7363999.500000 Penalty: 5338.099609
	Iteration 15Q: 3 clusters Score -7364000 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -7365053.000000 Penalty: 5338.099609
	Iteration 16Q: 3 clusters Score -7365053 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7366016.000000 Penalty: 5338.099609
	Iteration 17Q: 3 clusters Score -7366016 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7366741.500000 Penalty: 5338.099609
	Iteration 18Q: 3 clusters Score -7366742 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7367375.000000 Penalty: 5338.099609
	Iteration 19Q: 3 clusters Score -7367375 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7367912.000000 Penalty: 5338.099609
	Iteration 20F: 3 clusters Score -7367912 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -7368442.500000 Penalty: 5338.099609
	Iteration 21Q: 3 clusters Score -7368442 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -7368844.500000 Penalty: 5338.099609
	Iteration 22Q: 3 clusters Score -7368844 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -7369148.000000 Penalty: 5338.099609
	Iteration 23Q: 3 clusters Score -7369148 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7369448.000000 Penalty: 5338.099609
	Iteration 24Q: 3 clusters Score -7369448 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -7369670.000000 Penalty: 5338.099609
	Iteration 25Q: 3 clusters Score -7369670 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -7369806.500000 Penalty: 5338.099609
	Iteration 26Q: 3 clusters Score -7369806 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -7369933.500000 Penalty: 5338.099609
	Iteration 27Q: 3 clusters Score -7369934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -7370013.000000 Penalty: 5338.099609
	Iteration 28Q: 3 clusters Score -7370013 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7370088.000000 Penalty: 5338.099609
	Iteration 29Q: 3 clusters Score -7370088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -7370141.500000 Penalty: 5338.099609
	Iteration 30Q: 3 clusters Score -7370142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -7370164.000000 Penalty: 5338.099609
	Iteration 31Q: 3 clusters Score -7370164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -7370222.500000 Penalty: 5338.099609
	Iteration 32Q: 3 clusters Score -7370222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -7370250.000000 Penalty: 5338.099609
	Iteration 33Q: 3 clusters Score -7370250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -7370277.500000 Penalty: 5338.099609
	Iteration 34Q: 3 clusters Score -7370278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -7370307.500000 Penalty: 5338.099609
	Iteration 35Q: 3 clusters Score -7370308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -7370315.000000 Penalty: 5338.099609
	Iteration 36Q: 3 clusters Score -7370315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -7370345.000000 Penalty: 5338.099609
	Iteration 37Q: 3 clusters Score -7370345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -7370375.000000 Penalty: 5338.099609
	Iteration 38Q: 3 clusters Score -7370375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -7370381.000000 Penalty: 5338.099609
	Iteration 39Q: 3 clusters Score -7370381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -7370394.500000 Penalty: 5338.099609
	Iteration 40F: 3 clusters Score -7370394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -7370403.500000 Penalty: 5338.099609
	Iteration 41Q: 3 clusters Score -7370404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -7370402.000000 Penalty: 5338.099609
	Iteration 42Q: 3 clusters Score -7370402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -7370408.500000 Penalty: 5338.099609
	Iteration 43Q: 3 clusters Score -7370408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -7370426.000000 Penalty: 5338.099609
	Iteration 44Q: 3 clusters Score -7370426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7370437.000000 Penalty: 5338.099609
	Iteration 45Q: 3 clusters Score -7370437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -7370463.500000 Penalty: 5338.099609
	Iteration 46Q: 3 clusters Score -7370464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -7370461.000000 Penalty: 5338.099609
	Iteration 47Q: 3 clusters Score -7370461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -7370460.000000 Penalty: 5338.099609
	Iteration 48Q: 3 clusters Score -7370460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -7370481.500000 Penalty: 5338.099609
	Iteration 49Q: 3 clusters Score -7370482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -7370499.500000 Penalty: 5338.099609
	Iteration 50Q: 3 clusters Score -7370500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -7370500.500000 Penalty: 5338.099609
	Iteration 51Q: 3 clusters Score -7370500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -7370499.500000 Penalty: 5338.099609
	Iteration 52Q: 3 clusters Score -7370500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -7370505.000000 Penalty: 5338.099609
	Iteration 53Q: 3 clusters Score -7370505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -7370507.500000 Penalty: 5338.099609
	Iteration 54Q: 3 clusters Score -7370508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -7370510.500000 Penalty: 5338.099609
	Iteration 55Q: 3 clusters Score -7370510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -7370508.000000 Penalty: 5338.099609
	Iteration 56Q: 3 clusters Score -7370508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -7370507.500000 Penalty: 5338.099609
	Iteration 57Q: 3 clusters Score -7370508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -7370511.500000 Penalty: 5338.099609
	Iteration 58Q: 3 clusters Score -7370512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -7370529.500000 Penalty: 5338.099609
	Iteration 59Q: 3 clusters Score -7370530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -7370523.000000 Penalty: 5338.099609
	Iteration 60F: 3 clusters Score -7370523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -7370522.500000 Penalty: 5338.099609
	Iteration 61Q: 3 clusters Score -7370522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -7370531.500000 Penalty: 5338.099609
	Iteration 62Q: 3 clusters Score -7370532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -7370538.500000 Penalty: 5338.099609
	Iteration 63Q: 3 clusters Score -7370538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -7370542.500000 Penalty: 5338.099609
	Iteration 64Q: 3 clusters Score -7370542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -7370556.000000 Penalty: 5338.099609
	Iteration 65Q: 3 clusters Score -7370556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -7370565.000000 Penalty: 5338.099609
	Iteration 66Q: 3 clusters Score -7370565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -7370570.500000 Penalty: 5338.099609
	Iteration 67Q: 3 clusters Score -7370570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -7370580.000000 Penalty: 5338.099609
	Iteration 68Q: 3 clusters Score -7370580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -7370584.000000 Penalty: 5338.099609
	Iteration 69Q: 3 clusters Score -7370584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -7370591.000000 Penalty: 5338.099609
	Iteration 70Q: 3 clusters Score -7370591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -7370595.000000 Penalty: 5338.099609
	Iteration 71Q: 3 clusters Score -7370595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -7370598.000000 Penalty: 5338.099609
	Iteration 72Q: 3 clusters Score -7370598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -7370603.000000 Penalty: 5338.099609
	Iteration 73Q: 3 clusters Score -7370603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -7370612.000000 Penalty: 5338.099609
	Iteration 74Q: 3 clusters Score -7370612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -7370605.500000 Penalty: 5338.099609
	Iteration 75Q: 3 clusters Score -7370606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -7370605.500000 Penalty: 5338.099609
	Iteration 76F: 3 clusters Score -7370606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -288390.968750 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -288391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -285802.781250 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -285802.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -286412.906250 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -286412.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -286617.406250 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -286617.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286818.781250 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -286818.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -287068.281250 Penalty: 3782.778809
	Iteration 4F: 3 clusters Score -287068.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -287335.406250 Penalty: 3782.778809
	Iteration 5F: 3 clusters Score -287335.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -287596.000000 Penalty: 3782.778809
	Iteration 6F: 3 clusters Score -287596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287831.562500 Penalty: 3782.778809
	Iteration 7F: 3 clusters Score -287831.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288018.500000 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -288018.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -288095.468750 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -288095.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -288147.375000 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -288147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288169.343750 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -288169.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288183.937500 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -288183.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288192.531250 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -288192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -288199.656250 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -288199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288202.968750 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -288203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288206.781250 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -288206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288209.937500 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -288209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -288217.000000 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -288217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288221.906250 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -288221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -288225.343750 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -288225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288228.687500 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -288228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -288234.437500 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -288234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -288244.000000 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -288244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -288261.875000 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -288261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -288282.031250 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -288282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288294.687500 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -288294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -288297.625000 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -288297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -288301.812500 Penalty: 3782.778809
	Iteration 28Q: 3 clusters Score -288301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -288302.437500 Penalty: 3782.778809
	Iteration 29Q: 3 clusters Score -288302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -288302.437500 Penalty: 3782.778809
	Iteration 30F: 3 clusters Score -288302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Entering Unmasked Estep 
Score: -3108975.500000 Penalty: 2456.807617
	Iteration 0F: 2 clusters Score -3108976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3094857.250000 Penalty: 4913.615234
	Iteration 0F: 3 clusters Score -3094857 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3100051.250000 Penalty: 4913.615234
	Iteration 1F: 3 clusters Score -3100051 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3100826.250000 Penalty: 4913.615234
	Iteration 2F: 3 clusters Score -3100826 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3101666.750000 Penalty: 4913.615234
	Iteration 3F: 3 clusters Score -3101667 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3102589.250000 Penalty: 4913.615234
	Iteration 4F: 3 clusters Score -3102589 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3103439.750000 Penalty: 4913.615234
	Iteration 5F: 3 clusters Score -3103440 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3104100.750000 Penalty: 4913.615234
	Iteration 6F: 3 clusters Score -3104101 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3104582.250000 Penalty: 4913.615234
	Iteration 7Q: 3 clusters Score -3104582 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3104893.250000 Penalty: 4913.615234
	Iteration 8Q: 3 clusters Score -3104893 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3105119.500000 Penalty: 4913.615234
	Iteration 9Q: 3 clusters Score -3105120 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3105269.750000 Penalty: 4913.615234
	Iteration 10Q: 3 clusters Score -3105270 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3105385.000000 Penalty: 4913.615234
	Iteration 11Q: 3 clusters Score -3105385 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3105479.750000 Penalty: 4913.615234
	Iteration 12Q: 3 clusters Score -3105480 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3105573.500000 Penalty: 4913.615234
	Iteration 13Q: 3 clusters Score -3105574 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3105664.500000 Penalty: 4913.615234
	Iteration 14Q: 3 clusters Score -3105664 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3105788.250000 Penalty: 4913.615234
	Iteration 15Q: 3 clusters Score -3105788 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3105895.750000 Penalty: 4913.615234
	Iteration 16Q: 3 clusters Score -3105896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3105991.250000 Penalty: 4913.615234
	Iteration 17Q: 3 clusters Score -3105991 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3106092.250000 Penalty: 4913.615234
	Iteration 18Q: 3 clusters Score -3106092 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3106215.250000 Penalty: 4913.615234
	Iteration 19Q: 3 clusters Score -3106215 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3106354.500000 Penalty: 4913.615234
	Iteration 20F: 3 clusters Score -3106354 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3106480.750000 Penalty: 4913.615234
	Iteration 21Q: 3 clusters Score -3106481 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3106569.250000 Penalty: 4913.615234
	Iteration 22Q: 3 clusters Score -3106569 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3106703.250000 Penalty: 4913.615234
	Iteration 23Q: 3 clusters Score -3106703 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3106803.000000 Penalty: 4913.615234
	Iteration 24Q: 3 clusters Score -3106803 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3106909.250000 Penalty: 4913.615234
	Iteration 25Q: 3 clusters Score -3106909 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3106999.750000 Penalty: 4913.615234
	Iteration 26Q: 3 clusters Score -3107000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3107056.500000 Penalty: 4913.615234
	Iteration 27Q: 3 clusters Score -3107056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3107134.750000 Penalty: 4913.615234
	Iteration 28Q: 3 clusters Score -3107135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3107194.750000 Penalty: 4913.615234
	Iteration 29Q: 3 clusters Score -3107195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3107232.000000 Penalty: 4913.615234
	Iteration 30Q: 3 clusters Score -3107232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3107267.750000 Penalty: 4913.615234
	Iteration 31Q: 3 clusters Score -3107268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3107282.500000 Penalty: 4913.615234
	Iteration 32Q: 3 clusters Score -3107282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3107305.250000 Penalty: 4913.615234
	Iteration 33Q: 3 clusters Score -3107305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3107306.500000 Penalty: 4913.615234
	Iteration 34Q: 3 clusters Score -3107306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3107315.500000 Penalty: 4913.615234
	Iteration 35Q: 3 clusters Score -3107316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3107319.250000 Penalty: 4913.615234
	Iteration 36Q: 3 clusters Score -3107319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3107326.500000 Penalty: 4913.615234
	Iteration 37Q: 3 clusters Score -3107326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3107333.000000 Penalty: 4913.615234
	Iteration 38Q: 3 clusters Score -3107333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3107339.250000 Penalty: 4913.615234
	Iteration 39Q: 3 clusters Score -3107339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3107347.000000 Penalty: 4913.615234
	Iteration 40F: 3 clusters Score -3107347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3107347.500000 Penalty: 4913.615234
	Iteration 41Q: 3 clusters Score -3107348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3107349.750000 Penalty: 4913.615234
	Iteration 42Q: 3 clusters Score -3107350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3107353.000000 Penalty: 4913.615234
	Iteration 43Q: 3 clusters Score -3107353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3107357.250000 Penalty: 4913.615234
	Iteration 44Q: 3 clusters Score -3107357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3107361.750000 Penalty: 4913.615234
	Iteration 45Q: 3 clusters Score -3107362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3107369.500000 Penalty: 4913.615234
	Iteration 46Q: 3 clusters Score -3107370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3107370.750000 Penalty: 4913.615234
	Iteration 47Q: 3 clusters Score -3107371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3107375.000000 Penalty: 4913.615234
	Iteration 48Q: 3 clusters Score -3107375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3107374.750000 Penalty: 4913.615234
	Iteration 49Q: 3 clusters Score -3107375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3107376.500000 Penalty: 4913.615234
	Iteration 50Q: 3 clusters Score -3107376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3107381.750000 Penalty: 4913.615234
	Iteration 51Q: 3 clusters Score -3107382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3107381.750000 Penalty: 4913.615234
	Iteration 52Q: 3 clusters Score -3107382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3107380.750000 Penalty: 4913.615234
	Iteration 53Q: 3 clusters Score -3107381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3107382.750000 Penalty: 4913.615234
	Iteration 54Q: 3 clusters Score -3107383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3107382.500000 Penalty: 4913.615234
	Iteration 55Q: 3 clusters Score -3107382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3107386.250000 Penalty: 4913.615234
	Iteration 56Q: 3 clusters Score -3107386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3107388.750000 Penalty: 4913.615234
	Iteration 57Q: 3 clusters Score -3107389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3107388.750000 Penalty: 4913.615234
	Iteration 58F: 3 clusters Score -3107389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Entering Unmasked Estep 
Score: -3572501.000000 Penalty: 2491.275146
	Iteration 0F: 2 clusters Score -3572501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3556458.500000 Penalty: 4982.550293
	Iteration 0F: 3 clusters Score -3556458 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3562234.750000 Penalty: 4982.550293
	Iteration 1F: 3 clusters Score -3562235 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3562777.000000 Penalty: 4982.550293
	Iteration 2F: 3 clusters Score -3562777 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3563187.000000 Penalty: 4982.550293
	Iteration 3Q: 3 clusters Score -3563187 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3563598.750000 Penalty: 4982.550293
	Iteration 4Q: 3 clusters Score -3563599 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3563996.250000 Penalty: 4982.550293
	Iteration 5Q: 3 clusters Score -3563996 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3564405.250000 Penalty: 4982.550293
	Iteration 6Q: 3 clusters Score -3564405 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3564876.750000 Penalty: 4982.550293
	Iteration 7Q: 3 clusters Score -3564877 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3565412.750000 Penalty: 4982.550293
	Iteration 8Q: 3 clusters Score -3565413 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3566014.000000 Penalty: 4982.550293
	Iteration 9Q: 3 clusters Score -3566014 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3566627.000000 Penalty: 4982.550293
	Iteration 10Q: 3 clusters Score -3566627 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3567167.000000 Penalty: 4982.550293
	Iteration 11Q: 3 clusters Score -3567167 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3567641.250000 Penalty: 4982.550293
	Iteration 12Q: 3 clusters Score -3567641 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3567998.750000 Penalty: 4982.550293
	Iteration 13Q: 3 clusters Score -3567999 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3568247.750000 Penalty: 4982.550293
	Iteration 14Q: 3 clusters Score -3568248 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3568476.000000 Penalty: 4982.550293
	Iteration 15Q: 3 clusters Score -3568476 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3568655.750000 Penalty: 4982.550293
	Iteration 16Q: 3 clusters Score -3568656 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3568821.250000 Penalty: 4982.550293
	Iteration 17Q: 3 clusters Score -3568821 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3568971.500000 Penalty: 4982.550293
	Iteration 18Q: 3 clusters Score -3568972 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3569117.750000 Penalty: 4982.550293
	Iteration 19Q: 3 clusters Score -3569118 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3569273.000000 Penalty: 4982.550293
	Iteration 20F: 3 clusters Score -3569273 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3569436.750000 Penalty: 4982.550293
	Iteration 21Q: 3 clusters Score -3569437 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3569591.000000 Penalty: 4982.550293
	Iteration 22Q: 3 clusters Score -3569591 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3569732.750000 Penalty: 4982.550293
	Iteration 23Q: 3 clusters Score -3569733 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3569900.500000 Penalty: 4982.550293
	Iteration 24Q: 3 clusters Score -3569900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3570051.500000 Penalty: 4982.550293
	Iteration 25Q: 3 clusters Score -3570052 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3570179.000000 Penalty: 4982.550293
	Iteration 26Q: 3 clusters Score -3570179 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3570301.500000 Penalty: 4982.550293
	Iteration 27Q: 3 clusters Score -3570302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3570372.250000 Penalty: 4982.550293
	Iteration 28Q: 3 clusters Score -3570372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3570429.250000 Penalty: 4982.550293
	Iteration 29Q: 3 clusters Score -3570429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3570479.000000 Penalty: 4982.550293
	Iteration 30Q: 3 clusters Score -3570479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3570528.500000 Penalty: 4982.550293
	Iteration 31Q: 3 clusters Score -3570528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3570577.000000 Penalty: 4982.550293
	Iteration 32Q: 3 clusters Score -3570577 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3570628.250000 Penalty: 4982.550293
	Iteration 33Q: 3 clusters Score -3570628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3570649.000000 Penalty: 4982.550293
	Iteration 34Q: 3 clusters Score -3570649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3570664.750000 Penalty: 4982.550293
	Iteration 35Q: 3 clusters Score -3570665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3570684.250000 Penalty: 4982.550293
	Iteration 36Q: 3 clusters Score -3570684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3570692.500000 Penalty: 4982.550293
	Iteration 37Q: 3 clusters Score -3570692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3570697.500000 Penalty: 4982.550293
	Iteration 38Q: 3 clusters Score -3570698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3570715.500000 Penalty: 4982.550293
	Iteration 39Q: 3 clusters Score -3570716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3570730.500000 Penalty: 4982.550293
	Iteration 40F: 3 clusters Score -3570730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3570732.750000 Penalty: 4982.550293
	Iteration 41Q: 3 clusters Score -3570733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3570739.250000 Penalty: 4982.550293
	Iteration 42Q: 3 clusters Score -3570739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3570741.750000 Penalty: 4982.550293
	Iteration 43Q: 3 clusters Score -3570742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3570746.250000 Penalty: 4982.550293
	Iteration 44Q: 3 clusters Score -3570746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3570749.000000 Penalty: 4982.550293
	Iteration 45Q: 3 clusters Score -3570749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3570748.500000 Penalty: 4982.550293
	Iteration 46Q: 3 clusters Score -3570748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3570750.250000 Penalty: 4982.550293
	Iteration 47Q: 3 clusters Score -3570750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3570746.750000 Penalty: 4982.550293
	Iteration 48Q: 3 clusters Score -3570747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3570751.500000 Penalty: 4982.550293
	Iteration 49Q: 3 clusters Score -3570752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3570755.750000 Penalty: 4982.550293
	Iteration 50Q: 3 clusters Score -3570756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3570763.000000 Penalty: 4982.550293
	Iteration 51Q: 3 clusters Score -3570763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3570759.500000 Penalty: 4982.550293
	Iteration 52Q: 3 clusters Score -3570760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3570759.750000 Penalty: 4982.550293
	Iteration 53Q: 3 clusters Score -3570760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3570763.000000 Penalty: 4982.550293
	Iteration 54Q: 3 clusters Score -3570763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3570761.250000 Penalty: 4982.550293
	Iteration 55Q: 3 clusters Score -3570761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3570761.250000 Penalty: 4982.550293
	Iteration 56F: 3 clusters Score -3570761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 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 130 members 
Entering Unmasked Estep 
Score: -36556.238281 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36556.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36634.785156 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36634.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36661.011719 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36661.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36664.300781 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36665.753906 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -36665.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36665.753906 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -36665.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Entering Unmasked Estep 
Score: -6952143.000000 Penalty: 2655.561035
	Iteration 0F: 2 clusters Score -6952143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6922139.000000 Penalty: 5311.122070
	Iteration 0F: 3 clusters Score -6922139 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -6933488.500000 Penalty: 5311.122070
	Iteration 1F: 3 clusters Score -6933488 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -6934391.000000 Penalty: 5311.122070
	Iteration 2Q: 3 clusters Score -6934391 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6935522.000000 Penalty: 5311.122070
	Iteration 3F: 3 clusters Score -6935522 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6937389.000000 Penalty: 5311.122070
	Iteration 4F: 3 clusters Score -6937389 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6940211.000000 Penalty: 5311.122070
	Iteration 5F: 3 clusters Score -6940211 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -6943452.500000 Penalty: 5311.122070
	Iteration 6F: 3 clusters Score -6943452 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -6946216.500000 Penalty: 5311.122070
	Iteration 7F: 3 clusters Score -6946216 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6948036.000000 Penalty: 5311.122070
	Iteration 8Q: 3 clusters Score -6948036 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -6948982.000000 Penalty: 5311.122070
	Iteration 9Q: 3 clusters Score -6948982 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -6949441.500000 Penalty: 5311.122070
	Iteration 10Q: 3 clusters Score -6949442 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -6949617.000000 Penalty: 5311.122070
	Iteration 11Q: 3 clusters Score -6949617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -6949712.000000 Penalty: 5311.122070
	Iteration 12Q: 3 clusters Score -6949712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -6949788.000000 Penalty: 5311.122070
	Iteration 13Q: 3 clusters Score -6949788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6949821.500000 Penalty: 5311.122070
	Iteration 14Q: 3 clusters Score -6949822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -6949846.500000 Penalty: 5311.122070
	Iteration 15Q: 3 clusters Score -6949846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -6949851.000000 Penalty: 5311.122070
	Iteration 16Q: 3 clusters Score -6949851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -6949855.500000 Penalty: 5311.122070
	Iteration 17Q: 3 clusters Score -6949856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6949858.000000 Penalty: 5311.122070
	Iteration 18Q: 3 clusters Score -6949858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6949874.500000 Penalty: 5311.122070
	Iteration 19Q: 3 clusters Score -6949874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -6949887.000000 Penalty: 5311.122070
	Iteration 20F: 3 clusters Score -6949887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6949896.000000 Penalty: 5311.122070
	Iteration 21Q: 3 clusters Score -6949896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6949896.000000 Penalty: 5311.122070
	Iteration 22Q: 3 clusters Score -6949896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6949898.000000 Penalty: 5311.122070
	Iteration 23Q: 3 clusters Score -6949898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -6949900.000000 Penalty: 5311.122070
	Iteration 24Q: 3 clusters Score -6949900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -6949903.000000 Penalty: 5311.122070
	Iteration 25Q: 3 clusters Score -6949903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6949906.000000 Penalty: 5311.122070
	Iteration 26Q: 3 clusters Score -6949906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6949908.000000 Penalty: 5311.122070
	Iteration 27Q: 3 clusters Score -6949908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6949910.500000 Penalty: 5311.122070
	Iteration 28Q: 3 clusters Score -6949910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6949914.000000 Penalty: 5311.122070
	Iteration 29Q: 3 clusters Score -6949914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6949913.000000 Penalty: 5311.122070
	Iteration 30Q: 3 clusters Score -6949913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6949913.000000 Penalty: 5311.122070
	Iteration 31F: 3 clusters Score -6949913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Entering Unmasked Estep 
Score: -8328280.000000 Penalty: 2697.769775
	Iteration 0F: 2 clusters Score -8328280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -8292712.000000 Penalty: 5395.539551
	Iteration 0F: 3 clusters Score -8292712 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -8306324.500000 Penalty: 5395.539551
	Iteration 1F: 3 clusters Score -8306324 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8307008.000000 Penalty: 5395.539551
	Iteration 2Q: 3 clusters Score -8307008 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -8307763.500000 Penalty: 5395.539551
	Iteration 3Q: 3 clusters Score -8307764 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8308670.000000 Penalty: 5395.539551
	Iteration 4Q: 3 clusters Score -8308670 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -8309687.000000 Penalty: 5395.539551
	Iteration 5Q: 3 clusters Score -8309687 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -8310837.500000 Penalty: 5395.539551
	Iteration 6Q: 3 clusters Score -8310838 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8312269.000000 Penalty: 5395.539551
	Iteration 7F: 3 clusters Score -8312269 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8313827.500000 Penalty: 5395.539551
	Iteration 8F: 3 clusters Score -8313828 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -8315601.000000 Penalty: 5395.539551
	Iteration 9F: 3 clusters Score -8315601 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -8317426.000000 Penalty: 5395.539551
	Iteration 10F: 3 clusters Score -8317426 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -8319170.000000 Penalty: 5395.539551
	Iteration 11Q: 3 clusters Score -8319170 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -8320507.000000 Penalty: 5395.539551
	Iteration 12Q: 3 clusters Score -8320507 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -8321195.500000 Penalty: 5395.539551
	Iteration 13Q: 3 clusters Score -8321196 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8321544.000000 Penalty: 5395.539551
	Iteration 14Q: 3 clusters Score -8321544 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -8321794.000000 Penalty: 5395.539551
	Iteration 15Q: 3 clusters Score -8321794 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8321969.500000 Penalty: 5395.539551
	Iteration 16Q: 3 clusters Score -8321970 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -8322133.500000 Penalty: 5395.539551
	Iteration 17Q: 3 clusters Score -8322134 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8322306.500000 Penalty: 5395.539551
	Iteration 18Q: 3 clusters Score -8322306 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -8322475.500000 Penalty: 5395.539551
	Iteration 19Q: 3 clusters Score -8322476 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8322653.500000 Penalty: 5395.539551
	Iteration 20F: 3 clusters Score -8322654 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8322768.000000 Penalty: 5395.539551
	Iteration 21Q: 3 clusters Score -8322768 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8322927.500000 Penalty: 5395.539551
	Iteration 22Q: 3 clusters Score -8322928 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -8323067.500000 Penalty: 5395.539551
	Iteration 23Q: 3 clusters Score -8323068 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -8323240.500000 Penalty: 5395.539551
	Iteration 24Q: 3 clusters Score -8323240 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8323364.000000 Penalty: 5395.539551
	Iteration 25Q: 3 clusters Score -8323364 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -8323467.000000 Penalty: 5395.539551
	Iteration 26Q: 3 clusters Score -8323467 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8323596.500000 Penalty: 5395.539551
	Iteration 27Q: 3 clusters Score -8323596 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -8323735.500000 Penalty: 5395.539551
	Iteration 28Q: 3 clusters Score -8323736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -8323825.000000 Penalty: 5395.539551
	Iteration 29Q: 3 clusters Score -8323825 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -8323862.000000 Penalty: 5395.539551
	Iteration 30Q: 3 clusters Score -8323862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8323951.000000 Penalty: 5395.539551
	Iteration 31Q: 3 clusters Score -8323951 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -8324009.000000 Penalty: 5395.539551
	Iteration 32Q: 3 clusters Score -8324009 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8324060.500000 Penalty: 5395.539551
	Iteration 33Q: 3 clusters Score -8324060 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8324131.000000 Penalty: 5395.539551
	Iteration 34Q: 3 clusters Score -8324131 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -8324183.500000 Penalty: 5395.539551
	Iteration 35Q: 3 clusters Score -8324184 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8324278.500000 Penalty: 5395.539551
	Iteration 36Q: 3 clusters Score -8324278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -8324323.500000 Penalty: 5395.539551
	Iteration 37Q: 3 clusters Score -8324324 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -8324408.000000 Penalty: 5395.539551
	Iteration 38Q: 3 clusters Score -8324408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -8324492.000000 Penalty: 5395.539551
	Iteration 39Q: 3 clusters Score -8324492 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8324549.000000 Penalty: 5395.539551
	Iteration 40F: 3 clusters Score -8324549 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -8324666.500000 Penalty: 5395.539551
	Iteration 41Q: 3 clusters Score -8324666 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -8324802.500000 Penalty: 5395.539551
	Iteration 42Q: 3 clusters Score -8324802 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8324899.000000 Penalty: 5395.539551
	Iteration 43Q: 3 clusters Score -8324899 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9151 members 
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	Iteration 48Q: 3 clusters Score -8325168 nChanged 147
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	Iteration 50Q: 3 clusters Score -8325236 nChanged 128
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	Iteration 51Q: 3 clusters Score -8325228 nChanged 149
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	Iteration 52Q: 3 clusters Score -8325267 nChanged 131
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8325331 nChanged 116
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	Iteration 54Q: 3 clusters Score -8325348 nChanged 118
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	Iteration 55Q: 3 clusters Score -8325358 nChanged 118
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	Iteration 56Q: 3 clusters Score -8325355 nChanged 114
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	Iteration 57Q: 3 clusters Score -8325376 nChanged 109
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	Iteration 58Q: 3 clusters Score -8325394 nChanged 102
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Mstep: Class 1 contains 45371 members 
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	Iteration 59Q: 3 clusters Score -8325427 nChanged 102
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Mstep: Class 2 contains 7540 members 
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	Iteration 60F: 3 clusters Score -8325436 nChanged 91
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Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8325438 nChanged 97
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Mstep: Class 1 contains 45635 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8325454 nChanged 77
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	Iteration 63Q: 3 clusters Score -8325459 nChanged 55
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	Iteration 64Q: 3 clusters Score -8325454 nChanged 57
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8325458 nChanged 48
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	Iteration 66Q: 3 clusters Score -8325456 nChanged 37
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	Iteration 67Q: 3 clusters Score -8325467 nChanged 45
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	Iteration 68Q: 3 clusters Score -8325472 nChanged 42
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	Iteration 69Q: 3 clusters Score -8325481 nChanged 42
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	Iteration 70Q: 3 clusters Score -8325506 nChanged 53
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	Iteration 71Q: 3 clusters Score -8325497 nChanged 45
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Mstep: Class 1 contains 46120 members 
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	Iteration 72Q: 3 clusters Score -8325500 nChanged 53
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	Iteration 74Q: 3 clusters Score -8325504 nChanged 61
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Mstep: Class 1 contains 46290 members 
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	Iteration 75Q: 3 clusters Score -8325510 nChanged 65
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	Iteration 76Q: 3 clusters Score -8325530 nChanged 55
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	Iteration 78Q: 3 clusters Score -8325528 nChanged 54
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	Iteration 79Q: 3 clusters Score -8325527 nChanged 50
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	Iteration 80F: 3 clusters Score -8325524 nChanged 40
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	Iteration 81Q: 3 clusters Score -8325530 nChanged 39
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	Iteration 82Q: 3 clusters Score -8325544 nChanged 32
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Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 6330 members 
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	Iteration 83Q: 3 clusters Score -8325535 nChanged 34
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Mstep: Class 1 contains 46707 members 
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	Iteration 84Q: 3 clusters Score -8325527 nChanged 31
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Mstep: Class 1 contains 46738 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8325522 nChanged 31
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Mstep: Class 1 contains 46769 members 
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	Iteration 86Q: 3 clusters Score -8325522 nChanged 25
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Mstep: Class 1 contains 46794 members 
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	Iteration 87Q: 3 clusters Score -8325529 nChanged 25
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Mstep: Class 1 contains 46819 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8325542 nChanged 24
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Mstep: Class 1 contains 46841 members 
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	Iteration 89Q: 3 clusters Score -8325546 nChanged 25
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Mstep: Class 1 contains 46866 members 
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	Iteration 90Q: 3 clusters Score -8325544 nChanged 24
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Mstep: Class 1 contains 46890 members 
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	Iteration 91Q: 3 clusters Score -8325553 nChanged 33
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Mstep: Class 1 contains 46921 members 
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	Iteration 92Q: 3 clusters Score -8325542 nChanged 31
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Mstep: Class 1 contains 46952 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8325540 nChanged 33
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Mstep: Class 1 contains 46985 members 
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	Iteration 94Q: 3 clusters Score -8325554 nChanged 29
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Mstep: Class 1 contains 47014 members 
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	Iteration 95Q: 3 clusters Score -8325552 nChanged 24
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	Iteration 96Q: 3 clusters Score -8325549 nChanged 25
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Mstep: Class 1 contains 47063 members 
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	Iteration 97Q: 3 clusters Score -8325535 nChanged 29
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Mstep: Class 1 contains 47092 members 
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	Iteration 98Q: 3 clusters Score -8325549 nChanged 23
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	Iteration 99Q: 3 clusters Score -8325557 nChanged 15
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Mstep: Class 1 contains 47130 members 
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	Iteration 100F: 3 clusters Score -8325560 nChanged 20
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Mstep: Class 1 contains 47150 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8325572 nChanged 22
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Mstep: Class 1 contains 47170 members 
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	Iteration 102Q: 3 clusters Score -8325579 nChanged 24
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Mstep: Class 1 contains 47192 members 
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	Iteration 103Q: 3 clusters Score -8325592 nChanged 21
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	Iteration 104Q: 3 clusters Score -8325604 nChanged 18
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	Iteration 105Q: 3 clusters Score -8325588 nChanged 13
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	Iteration 106Q: 3 clusters Score -8325597 nChanged 14
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Mstep: Class 1 contains 47256 members 
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	Iteration 107Q: 3 clusters Score -8325592 nChanged 9
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Mstep: Class 1 contains 47265 members 
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	Iteration 108Q: 3 clusters Score -8325587 nChanged 9
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	Iteration 109Q: 3 clusters Score -8325584 nChanged 9
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	Iteration 110Q: 3 clusters Score -8325594 nChanged 16
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Mstep: Class 1 contains 47299 members 
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	Iteration 111Q: 3 clusters Score -8325594 nChanged 11
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	Iteration 112Q: 3 clusters Score -8325582 nChanged 15
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	Iteration 113Q: 3 clusters Score -8325592 nChanged 20
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	Iteration 114Q: 3 clusters Score -8325584 nChanged 12
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	Iteration 115Q: 3 clusters Score -8325588 nChanged 16
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Mstep: Class 1 contains 47373 members 
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	Iteration 116Q: 3 clusters Score -8325600 nChanged 23
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	Iteration 117Q: 3 clusters Score -8325590 nChanged 13
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	Iteration 118Q: 3 clusters Score -8325586 nChanged 11
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	Iteration 119Q: 3 clusters Score -8325593 nChanged 19
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	Iteration 120F: 3 clusters Score -8325598 nChanged 19
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	Iteration 121Q: 3 clusters Score -8325592 nChanged 16
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	Iteration 122Q: 3 clusters Score -8325586 nChanged 19
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	Iteration 123Q: 3 clusters Score -8325588 nChanged 23
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	Iteration 124Q: 3 clusters Score -8325595 nChanged 20
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	Iteration 125Q: 3 clusters Score -8325604 nChanged 16
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	Iteration 126Q: 3 clusters Score -8325606 nChanged 14
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	Iteration 127Q: 3 clusters Score -8325617 nChanged 13
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	Iteration 128Q: 3 clusters Score -8325608 nChanged 17
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	Iteration 129Q: 3 clusters Score -8325618 nChanged 17
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	Iteration 130Q: 3 clusters Score -8325616 nChanged 12
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	Iteration 131Q: 3 clusters Score -8325618 nChanged 14
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	Iteration 132Q: 3 clusters Score -8325610 nChanged 16
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	Iteration 133Q: 3 clusters Score -8325608 nChanged 20
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	Iteration 134Q: 3 clusters Score -8325634 nChanged 23
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	Iteration 135Q: 3 clusters Score -8325616 nChanged 16
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	Iteration 136Q: 3 clusters Score -8325623 nChanged 19
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	Iteration 137Q: 3 clusters Score -8325620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8325626.000000 Penalty: 5395.539551
	Iteration 138Q: 3 clusters Score -8325626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8325633.500000 Penalty: 5395.539551
	Iteration 139Q: 3 clusters Score -8325634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8325630.500000 Penalty: 5395.539551
	Iteration 140F: 3 clusters Score -8325630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -8325622.500000 Penalty: 5395.539551
	Iteration 141Q: 3 clusters Score -8325622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8325646.500000 Penalty: 5395.539551
	Iteration 142Q: 3 clusters Score -8325646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8325645.000000 Penalty: 5395.539551
	Iteration 143Q: 3 clusters Score -8325645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -8325648.500000 Penalty: 5395.539551
	Iteration 144Q: 3 clusters Score -8325648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8325637.000000 Penalty: 5395.539551
	Iteration 145Q: 3 clusters Score -8325637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8325640.000000 Penalty: 5395.539551
	Iteration 146Q: 3 clusters Score -8325640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8325640.000000 Penalty: 5395.539551
	Iteration 147Q: 3 clusters Score -8325640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8325641.500000 Penalty: 5395.539551
	Iteration 148Q: 3 clusters Score -8325642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -8325648.500000 Penalty: 5395.539551
	Iteration 149Q: 3 clusters Score -8325648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8325642.000000 Penalty: 5395.539551
	Iteration 150Q: 3 clusters Score -8325642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8325644.000000 Penalty: 5395.539551
	Iteration 151Q: 3 clusters Score -8325644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8325643.500000 Penalty: 5395.539551
	Iteration 152Q: 3 clusters Score -8325644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8325643.500000 Penalty: 5395.539551
	Iteration 153F: 3 clusters Score -8325644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -111446.437500 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -111446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109728.562500 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -109728.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -109954.078125 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -109954.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109997.656250 Penalty: 3266.056396
	Iteration 2Q: 3 clusters Score -109997.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110029.429688 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -110029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110051.375000 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -110051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110058.578125 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -110058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110064.976562 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -110065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110065.679688 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -110065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110065.679688 Penalty: 3266.056396
	Iteration 8F: 3 clusters Score -110065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -1132612.375000 Penalty: 2217.081055
	Iteration 0F: 2 clusters Score -1132612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1126475.750000 Penalty: 4434.162109
	Iteration 0F: 3 clusters Score -1126476 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1128447.375000 Penalty: 4434.162109
	Iteration 1F: 3 clusters Score -1128447 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1128865.250000 Penalty: 4434.162109
	Iteration 2F: 3 clusters Score -1128865 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1129139.500000 Penalty: 4434.162109
	Iteration 3F: 3 clusters Score -1129140 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1129372.125000 Penalty: 4434.162109
	Iteration 4F: 3 clusters Score -1129372 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1129532.250000 Penalty: 4434.162109
	Iteration 5Q: 3 clusters Score -1129532 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1129677.125000 Penalty: 4434.162109
	Iteration 6Q: 3 clusters Score -1129677 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1129811.375000 Penalty: 4434.162109
	Iteration 7Q: 3 clusters Score -1129811 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1129922.000000 Penalty: 4434.162109
	Iteration 8Q: 3 clusters Score -1129922 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1130040.875000 Penalty: 4434.162109
	Iteration 9Q: 3 clusters Score -1130041 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1130163.875000 Penalty: 4434.162109
	Iteration 10Q: 3 clusters Score -1130164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1130270.000000 Penalty: 4434.162109
	Iteration 11Q: 3 clusters Score -1130270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1130372.000000 Penalty: 4434.162109
	Iteration 12Q: 3 clusters Score -1130372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1130462.375000 Penalty: 4434.162109
	Iteration 13Q: 3 clusters Score -1130462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1130536.375000 Penalty: 4434.162109
	Iteration 14Q: 3 clusters Score -1130536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1130584.375000 Penalty: 4434.162109
	Iteration 15Q: 3 clusters Score -1130584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1130622.875000 Penalty: 4434.162109
	Iteration 16Q: 3 clusters Score -1130623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1130658.875000 Penalty: 4434.162109
	Iteration 17Q: 3 clusters Score -1130659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1130681.875000 Penalty: 4434.162109
	Iteration 18Q: 3 clusters Score -1130682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1130696.875000 Penalty: 4434.162109
	Iteration 19Q: 3 clusters Score -1130697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1130710.875000 Penalty: 4434.162109
	Iteration 20F: 3 clusters Score -1130711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1130720.875000 Penalty: 4434.162109
	Iteration 21Q: 3 clusters Score -1130721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1130731.375000 Penalty: 4434.162109
	Iteration 22Q: 3 clusters Score -1130731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1130735.250000 Penalty: 4434.162109
	Iteration 23Q: 3 clusters Score -1130735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1130737.500000 Penalty: 4434.162109
	Iteration 24Q: 3 clusters Score -1130738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1130744.375000 Penalty: 4434.162109
	Iteration 25Q: 3 clusters Score -1130744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1130748.375000 Penalty: 4434.162109
	Iteration 26Q: 3 clusters Score -1130748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1130748.250000 Penalty: 4434.162109
	Iteration 27Q: 3 clusters Score -1130748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1130751.500000 Penalty: 4434.162109
	Iteration 28Q: 3 clusters Score -1130752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1130753.500000 Penalty: 4434.162109
	Iteration 29Q: 3 clusters Score -1130754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1130756.125000 Penalty: 4434.162109
	Iteration 30Q: 3 clusters Score -1130756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1130762.625000 Penalty: 4434.162109
	Iteration 31Q: 3 clusters Score -1130763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1130764.250000 Penalty: 4434.162109
	Iteration 32Q: 3 clusters Score -1130764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1130767.750000 Penalty: 4434.162109
	Iteration 33Q: 3 clusters Score -1130768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1130768.500000 Penalty: 4434.162109
	Iteration 34Q: 3 clusters Score -1130768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1130773.750000 Penalty: 4434.162109
	Iteration 35Q: 3 clusters Score -1130774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1130776.250000 Penalty: 4434.162109
	Iteration 36Q: 3 clusters Score -1130776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1130780.250000 Penalty: 4434.162109
	Iteration 37Q: 3 clusters Score -1130780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1130785.500000 Penalty: 4434.162109
	Iteration 38Q: 3 clusters Score -1130786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1130787.250000 Penalty: 4434.162109
	Iteration 39Q: 3 clusters Score -1130787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1130789.500000 Penalty: 4434.162109
	Iteration 40F: 3 clusters Score -1130790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1130790.625000 Penalty: 4434.162109
	Iteration 41Q: 3 clusters Score -1130791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1130792.625000 Penalty: 4434.162109
	Iteration 42Q: 3 clusters Score -1130793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1130791.000000 Penalty: 4434.162109
	Iteration 43Q: 3 clusters Score -1130791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1130789.250000 Penalty: 4434.162109
	Iteration 44Q: 3 clusters Score -1130789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1130790.250000 Penalty: 4434.162109
	Iteration 45Q: 3 clusters Score -1130790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1130791.125000 Penalty: 4434.162109
	Iteration 46Q: 3 clusters Score -1130791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1130791.250000 Penalty: 4434.162109
	Iteration 47Q: 3 clusters Score -1130791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1130791.250000 Penalty: 4434.162109
	Iteration 48Q: 3 clusters Score -1130791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1130793.750000 Penalty: 4434.162109
	Iteration 49Q: 3 clusters Score -1130794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1130794.750000 Penalty: 4434.162109
	Iteration 50Q: 3 clusters Score -1130795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1130794.125000 Penalty: 4434.162109
	Iteration 51Q: 3 clusters Score -1130794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1130794.875000 Penalty: 4434.162109
	Iteration 52Q: 3 clusters Score -1130795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1130797.125000 Penalty: 4434.162109
	Iteration 53Q: 3 clusters Score -1130797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1130797.750000 Penalty: 4434.162109
	Iteration 54Q: 3 clusters Score -1130798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1130796.875000 Penalty: 4434.162109
	Iteration 55Q: 3 clusters Score -1130797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1130797.625000 Penalty: 4434.162109
	Iteration 56Q: 3 clusters Score -1130798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1130799.750000 Penalty: 4434.162109
	Iteration 57Q: 3 clusters Score -1130800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1130803.625000 Penalty: 4434.162109
	Iteration 58Q: 3 clusters Score -1130804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1130802.500000 Penalty: 4434.162109
	Iteration 59Q: 3 clusters Score -1130802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1130802.250000 Penalty: 4434.162109
	Iteration 60F: 3 clusters Score -1130802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1130802.750000 Penalty: 4434.162109
	Iteration 61Q: 3 clusters Score -1130803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1130804.625000 Penalty: 4434.162109
	Iteration 62Q: 3 clusters Score -1130805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1130806.500000 Penalty: 4434.162109
	Iteration 63Q: 3 clusters Score -1130806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1130804.875000 Penalty: 4434.162109
	Iteration 64Q: 3 clusters Score -1130805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1130805.375000 Penalty: 4434.162109
	Iteration 65Q: 3 clusters Score -1130805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1130805.000000 Penalty: 4434.162109
	Iteration 66Q: 3 clusters Score -1130805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1130805.000000 Penalty: 4434.162109
	Iteration 67F: 3 clusters Score -1130805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -489537.625000 Penalty: 1999.326904
	Iteration 0F: 2 clusters Score -489537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -486149.375000 Penalty: 3998.653809
	Iteration 0F: 3 clusters Score -486149.4 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -486786.468750 Penalty: 3998.653809
	Iteration 1F: 3 clusters Score -486786.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -486955.312500 Penalty: 3998.653809
	Iteration 2F: 3 clusters Score -486955.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -487054.406250 Penalty: 3998.653809
	Iteration 3F: 3 clusters Score -487054.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -487111.875000 Penalty: 3998.653809
	Iteration 4Q: 3 clusters Score -487111.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -487154.093750 Penalty: 3998.653809
	Iteration 5Q: 3 clusters Score -487154.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -487187.312500 Penalty: 3998.653809
	Iteration 6Q: 3 clusters Score -487187.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -487221.406250 Penalty: 3998.653809
	Iteration 7Q: 3 clusters Score -487221.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -487259.468750 Penalty: 3998.653809
	Iteration 8Q: 3 clusters Score -487259.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -487287.875000 Penalty: 3998.653809
	Iteration 9Q: 3 clusters Score -487287.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -487311.750000 Penalty: 3998.653809
	Iteration 10Q: 3 clusters Score -487311.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -487331.093750 Penalty: 3998.653809
	Iteration 11Q: 3 clusters Score -487331.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -487353.625000 Penalty: 3998.653809
	Iteration 12Q: 3 clusters Score -487353.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -487375.312500 Penalty: 3998.653809
	Iteration 13Q: 3 clusters Score -487375.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -487392.656250 Penalty: 3998.653809
	Iteration 14Q: 3 clusters Score -487392.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -487414.125000 Penalty: 3998.653809
	Iteration 15Q: 3 clusters Score -487414.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -487434.062500 Penalty: 3998.653809
	Iteration 16Q: 3 clusters Score -487434.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -487456.156250 Penalty: 3998.653809
	Iteration 17Q: 3 clusters Score -487456.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -487478.156250 Penalty: 3998.653809
	Iteration 18Q: 3 clusters Score -487478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -487503.093750 Penalty: 3998.653809
	Iteration 19Q: 3 clusters Score -487503.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -487526.468750 Penalty: 3998.653809
	Iteration 20F: 3 clusters Score -487526.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -487547.562500 Penalty: 3998.653809
	Iteration 21Q: 3 clusters Score -487547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -487576.468750 Penalty: 3998.653809
	Iteration 22Q: 3 clusters Score -487576.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -487608.312500 Penalty: 3998.653809
	Iteration 23Q: 3 clusters Score -487608.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -487643.281250 Penalty: 3998.653809
	Iteration 24Q: 3 clusters Score -487643.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -487674.937500 Penalty: 3998.653809
	Iteration 25Q: 3 clusters Score -487674.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -487702.781250 Penalty: 3998.653809
	Iteration 26Q: 3 clusters Score -487702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -487729.750000 Penalty: 3998.653809
	Iteration 27Q: 3 clusters Score -487729.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -487754.937500 Penalty: 3998.653809
	Iteration 28Q: 3 clusters Score -487754.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -487779.656250 Penalty: 3998.653809
	Iteration 29Q: 3 clusters Score -487779.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -487803.187500 Penalty: 3998.653809
	Iteration 30Q: 3 clusters Score -487803.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -487815.781250 Penalty: 3998.653809
	Iteration 31Q: 3 clusters Score -487815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -487824.781250 Penalty: 3998.653809
	Iteration 32Q: 3 clusters Score -487824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -487831.843750 Penalty: 3998.653809
	Iteration 33Q: 3 clusters Score -487831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -487838.375000 Penalty: 3998.653809
	Iteration 34Q: 3 clusters Score -487838.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -487844.562500 Penalty: 3998.653809
	Iteration 35Q: 3 clusters Score -487844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -487848.562500 Penalty: 3998.653809
	Iteration 36Q: 3 clusters Score -487848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -487852.968750 Penalty: 3998.653809
	Iteration 37Q: 3 clusters Score -487853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -487856.312500 Penalty: 3998.653809
	Iteration 38Q: 3 clusters Score -487856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -487856.312500 Penalty: 3998.653809
	Iteration 39F: 3 clusters Score -487856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (102274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102274 members 
Entering Unmasked Estep 
Score: -16155545.000000 Penalty: 2860.781982
	Iteration 0F: 2 clusters Score -1.615554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -16092112.000000 Penalty: 5721.563965
	Iteration 0F: 3 clusters Score -1.609211e+07 nChanged 48341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -16119307.000000 Penalty: 5721.563965
	Iteration 1F: 3 clusters Score -1.611931e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -16120494.000000 Penalty: 5721.563965
	Iteration 2Q: 3 clusters Score -1.612049e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -16122275.000000 Penalty: 5721.563965
	Iteration 3Q: 3 clusters Score -1.612228e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -16124588.000000 Penalty: 5721.563965
	Iteration 4F: 3 clusters Score -1.612459e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -16127614.000000 Penalty: 5721.563965
	Iteration 5F: 3 clusters Score -1.612761e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -16130789.000000 Penalty: 5721.563965
	Iteration 6F: 3 clusters Score -1.613079e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -16133599.000000 Penalty: 5721.563965
	Iteration 7F: 3 clusters Score -1.61336e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -16135617.000000 Penalty: 5721.563965
	Iteration 8F: 3 clusters Score -1.613562e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -16137503.000000 Penalty: 5721.563965
	Iteration 9Q: 3 clusters Score -1.61375e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -16139598.000000 Penalty: 5721.563965
	Iteration 10Q: 3 clusters Score -1.61396e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -16141984.000000 Penalty: 5721.563965
	Iteration 11Q: 3 clusters Score -1.614198e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -16144628.000000 Penalty: 5721.563965
	Iteration 12Q: 3 clusters Score -1.614463e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -16147214.000000 Penalty: 5721.563965
	Iteration 13Q: 3 clusters Score -1.614721e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -16149238.000000 Penalty: 5721.563965
	Iteration 14Q: 3 clusters Score -1.614924e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -16150779.000000 Penalty: 5721.563965
	Iteration 15Q: 3 clusters Score -1.615078e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 99988 members 
Entering Unmasked Estep 
Score: -16151741.000000 Penalty: 5721.563965
	Iteration 16Q: 3 clusters Score -1.615174e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -16152283.000000 Penalty: 5721.563965
	Iteration 17Q: 3 clusters Score -1.615228e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -16152590.000000 Penalty: 5721.563965
	Iteration 18Q: 3 clusters Score -1.615259e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -16152763.000000 Penalty: 5721.563965
	Iteration 19Q: 3 clusters Score -1.615276e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -16152840.000000 Penalty: 5721.563965
	Iteration 20F: 3 clusters Score -1.615284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -16152909.000000 Penalty: 5721.563965
	Iteration 21Q: 3 clusters Score -1.615291e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -16152959.000000 Penalty: 5721.563965
	Iteration 22Q: 3 clusters Score -1.615296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -16152988.000000 Penalty: 5721.563965
	Iteration 23Q: 3 clusters Score -1.615299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -16153005.000000 Penalty: 5721.563965
	Iteration 24Q: 3 clusters Score -1.6153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -16153003.000000 Penalty: 5721.563965
	Iteration 25Q: 3 clusters Score -1.6153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -16153015.000000 Penalty: 5721.563965
	Iteration 26Q: 3 clusters Score -1.615302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -16153026.000000 Penalty: 5721.563965
	Iteration 27Q: 3 clusters Score -1.615303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -16153026.000000 Penalty: 5721.563965
	Iteration 28Q: 3 clusters Score -1.615303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -16153032.000000 Penalty: 5721.563965
	Iteration 29Q: 3 clusters Score -1.615303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -16153039.000000 Penalty: 5721.563965
	Iteration 30Q: 3 clusters Score -1.615304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -16153050.000000 Penalty: 5721.563965
	Iteration 31Q: 3 clusters Score -1.615305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -16153057.000000 Penalty: 5721.563965
	Iteration 32Q: 3 clusters Score -1.615306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -16153068.000000 Penalty: 5721.563965
	Iteration 33Q: 3 clusters Score -1.615307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -16153084.000000 Penalty: 5721.563965
	Iteration 34Q: 3 clusters Score -1.615308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -16153105.000000 Penalty: 5721.563965
	Iteration 35Q: 3 clusters Score -1.61531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -16153109.000000 Penalty: 5721.563965
	Iteration 36Q: 3 clusters Score -1.615311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -16153123.000000 Penalty: 5721.563965
	Iteration 37Q: 3 clusters Score -1.615312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -16153130.000000 Penalty: 5721.563965
	Iteration 38Q: 3 clusters Score -1.615313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -16153120.000000 Penalty: 5721.563965
	Iteration 39Q: 3 clusters Score -1.615312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -16153133.000000 Penalty: 5721.563965
	Iteration 40F: 3 clusters Score -1.615313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -16153131.000000 Penalty: 5721.563965
	Iteration 41Q: 3 clusters Score -1.615313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -16153138.000000 Penalty: 5721.563965
	Iteration 42Q: 3 clusters Score -1.615314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -16153144.000000 Penalty: 5721.563965
	Iteration 43Q: 3 clusters Score -1.615314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -16153144.000000 Penalty: 5721.563965
	Iteration 44F: 3 clusters Score -1.615314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Entering Unmasked Estep 
Score: -2554052.750000 Penalty: 2418.833740
	Iteration 0F: 2 clusters Score -2554053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2541879.000000 Penalty: 4837.667480
	Iteration 0F: 3 clusters Score -2541879 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2546308.000000 Penalty: 4837.667480
	Iteration 1F: 3 clusters Score -2546308 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2546985.000000 Penalty: 4837.667480
	Iteration 2F: 3 clusters Score -2546985 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2547530.250000 Penalty: 4837.667480
	Iteration 3F: 3 clusters Score -2547530 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2547991.750000 Penalty: 4837.667480
	Iteration 4F: 3 clusters Score -2547992 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2548405.500000 Penalty: 4837.667480
	Iteration 5Q: 3 clusters Score -2548406 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2548796.500000 Penalty: 4837.667480
	Iteration 6Q: 3 clusters Score -2548796 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2549161.750000 Penalty: 4837.667480
	Iteration 7Q: 3 clusters Score -2549162 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2549497.000000 Penalty: 4837.667480
	Iteration 8Q: 3 clusters Score -2549497 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2549807.000000 Penalty: 4837.667480
	Iteration 9Q: 3 clusters Score -2549807 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2550053.250000 Penalty: 4837.667480
	Iteration 10Q: 3 clusters Score -2550053 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2550259.750000 Penalty: 4837.667480
	Iteration 11Q: 3 clusters Score -2550260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2550424.000000 Penalty: 4837.667480
	Iteration 12Q: 3 clusters Score -2550424 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2550573.000000 Penalty: 4837.667480
	Iteration 13Q: 3 clusters Score -2550573 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2550743.000000 Penalty: 4837.667480
	Iteration 14Q: 3 clusters Score -2550743 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2550911.750000 Penalty: 4837.667480
	Iteration 15Q: 3 clusters Score -2550912 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2551068.500000 Penalty: 4837.667480
	Iteration 16Q: 3 clusters Score -2551068 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2551204.750000 Penalty: 4837.667480
	Iteration 17Q: 3 clusters Score -2551205 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2551358.750000 Penalty: 4837.667480
	Iteration 18Q: 3 clusters Score -2551359 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2551524.250000 Penalty: 4837.667480
	Iteration 19Q: 3 clusters Score -2551524 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2551726.750000 Penalty: 4837.667480
	Iteration 20F: 3 clusters Score -2551727 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2551910.000000 Penalty: 4837.667480
	Iteration 21Q: 3 clusters Score -2551910 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2552059.250000 Penalty: 4837.667480
	Iteration 22Q: 3 clusters Score -2552059 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2552205.750000 Penalty: 4837.667480
	Iteration 23Q: 3 clusters Score -2552206 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2552318.250000 Penalty: 4837.667480
	Iteration 24Q: 3 clusters Score -2552318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2552414.750000 Penalty: 4837.667480
	Iteration 25Q: 3 clusters Score -2552415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2552498.250000 Penalty: 4837.667480
	Iteration 26Q: 3 clusters Score -2552498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2552561.500000 Penalty: 4837.667480
	Iteration 27Q: 3 clusters Score -2552562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2552618.000000 Penalty: 4837.667480
	Iteration 28Q: 3 clusters Score -2552618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2552655.750000 Penalty: 4837.667480
	Iteration 29Q: 3 clusters Score -2552656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2552694.250000 Penalty: 4837.667480
	Iteration 30Q: 3 clusters Score -2552694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2552716.000000 Penalty: 4837.667480
	Iteration 31Q: 3 clusters Score -2552716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2552757.000000 Penalty: 4837.667480
	Iteration 32Q: 3 clusters Score -2552757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2552783.250000 Penalty: 4837.667480
	Iteration 33Q: 3 clusters Score -2552783 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2552807.750000 Penalty: 4837.667480
	Iteration 34Q: 3 clusters Score -2552808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2552855.250000 Penalty: 4837.667480
	Iteration 35Q: 3 clusters Score -2552855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2552878.250000 Penalty: 4837.667480
	Iteration 36Q: 3 clusters Score -2552878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2552922.000000 Penalty: 4837.667480
	Iteration 37Q: 3 clusters Score -2552922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2552937.500000 Penalty: 4837.667480
	Iteration 38Q: 3 clusters Score -2552938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2552965.750000 Penalty: 4837.667480
	Iteration 39Q: 3 clusters Score -2552966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2552979.500000 Penalty: 4837.667480
	Iteration 40F: 3 clusters Score -2552980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2553006.250000 Penalty: 4837.667480
	Iteration 41Q: 3 clusters Score -2553006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2553024.500000 Penalty: 4837.667480
	Iteration 42Q: 3 clusters Score -2553024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2553040.250000 Penalty: 4837.667480
	Iteration 43Q: 3 clusters Score -2553040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2553052.250000 Penalty: 4837.667480
	Iteration 44Q: 3 clusters Score -2553052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2553066.250000 Penalty: 4837.667480
	Iteration 45Q: 3 clusters Score -2553066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2553080.500000 Penalty: 4837.667480
	Iteration 46Q: 3 clusters Score -2553080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2553087.000000 Penalty: 4837.667480
	Iteration 47Q: 3 clusters Score -2553087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2553090.750000 Penalty: 4837.667480
	Iteration 48Q: 3 clusters Score -2553091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2553099.250000 Penalty: 4837.667480
	Iteration 49Q: 3 clusters Score -2553099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2553103.250000 Penalty: 4837.667480
	Iteration 50Q: 3 clusters Score -2553103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2553102.750000 Penalty: 4837.667480
	Iteration 51Q: 3 clusters Score -2553103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2553104.500000 Penalty: 4837.667480
	Iteration 52Q: 3 clusters Score -2553104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2553104.250000 Penalty: 4837.667480
	Iteration 53Q: 3 clusters Score -2553104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2553109.250000 Penalty: 4837.667480
	Iteration 54Q: 3 clusters Score -2553109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2553107.500000 Penalty: 4837.667480
	Iteration 55Q: 3 clusters Score -2553108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2553105.250000 Penalty: 4837.667480
	Iteration 56Q: 3 clusters Score -2553105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2553099.750000 Penalty: 4837.667480
	Iteration 57Q: 3 clusters Score -2553100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2553104.250000 Penalty: 4837.667480
	Iteration 58Q: 3 clusters Score -2553104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2553106.750000 Penalty: 4837.667480
	Iteration 59Q: 3 clusters Score -2553107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2553105.500000 Penalty: 4837.667480
	Iteration 60F: 3 clusters Score -2553106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2553109.750000 Penalty: 4837.667480
	Iteration 61Q: 3 clusters Score -2553110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2553106.500000 Penalty: 4837.667480
	Iteration 62Q: 3 clusters Score -2553106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2553108.750000 Penalty: 4837.667480
	Iteration 63Q: 3 clusters Score -2553109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2553107.750000 Penalty: 4837.667480
	Iteration 64Q: 3 clusters Score -2553108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2553108.000000 Penalty: 4837.667480
	Iteration 65Q: 3 clusters Score -2553108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2553111.000000 Penalty: 4837.667480
	Iteration 66Q: 3 clusters Score -2553111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2553108.750000 Penalty: 4837.667480
	Iteration 67Q: 3 clusters Score -2553109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2553112.000000 Penalty: 4837.667480
	Iteration 68Q: 3 clusters Score -2553112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2553108.000000 Penalty: 4837.667480
	Iteration 69Q: 3 clusters Score -2553108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2553113.750000 Penalty: 4837.667480
	Iteration 70Q: 3 clusters Score -2553114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2553114.500000 Penalty: 4837.667480
	Iteration 71Q: 3 clusters Score -2553114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2553113.500000 Penalty: 4837.667480
	Iteration 72Q: 3 clusters Score -2553114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2553113.000000 Penalty: 4837.667480
	Iteration 73Q: 3 clusters Score -2553113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2553116.000000 Penalty: 4837.667480
	Iteration 74Q: 3 clusters Score -2553116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2553113.500000 Penalty: 4837.667480
	Iteration 75Q: 3 clusters Score -2553114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2553112.000000 Penalty: 4837.667480
	Iteration 76Q: 3 clusters Score -2553112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2553112.000000 Penalty: 4837.667480
	Iteration 77F: 3 clusters Score -2553112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -761165.875000 Penalty: 2114.633545
	Iteration 0F: 2 clusters Score -761165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -756606.875000 Penalty: 4229.267090
	Iteration 0F: 3 clusters Score -756606.9 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -757773.437500 Penalty: 4229.267090
	Iteration 1F: 3 clusters Score -757773.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -758054.250000 Penalty: 4229.267090
	Iteration 2F: 3 clusters Score -758054.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -758319.625000 Penalty: 4229.267090
	Iteration 3F: 3 clusters Score -758319.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -758591.062500 Penalty: 4229.267090
	Iteration 4F: 3 clusters Score -758591.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -758945.812500 Penalty: 4229.267090
	Iteration 5F: 3 clusters Score -758945.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -759449.562500 Penalty: 4229.267090
	Iteration 6F: 3 clusters Score -759449.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -760069.000000 Penalty: 4229.267090
	Iteration 7F: 3 clusters Score -760069 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -760684.250000 Penalty: 4229.267090
	Iteration 8F: 3 clusters Score -760684.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -761202.812500 Penalty: 4229.267090
	Iteration 9F: 3 clusters Score -761202.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -761519.125000 Penalty: 4229.267090
	Iteration 10Q: 3 clusters Score -761519.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -761744.312500 Penalty: 4229.267090
	Iteration 11Q: 3 clusters Score -761744.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -761836.250000 Penalty: 4229.267090
	Iteration 12Q: 3 clusters Score -761836.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -761881.062500 Penalty: 4229.267090
	Iteration 13Q: 3 clusters Score -761881.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -761898.937500 Penalty: 4229.267090
	Iteration 14Q: 3 clusters Score -761898.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -761907.000000 Penalty: 4229.267090
	Iteration 15Q: 3 clusters Score -761907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -761911.500000 Penalty: 4229.267090
	Iteration 16Q: 3 clusters Score -761911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -761915.500000 Penalty: 4229.267090
	Iteration 17Q: 3 clusters Score -761915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -761916.875000 Penalty: 4229.267090
	Iteration 18Q: 3 clusters Score -761916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -761916.750000 Penalty: 4229.267090
	Iteration 19Q: 3 clusters Score -761916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -761917.812500 Penalty: 4229.267090
	Iteration 20F: 3 clusters Score -761917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 2410 members 
Entering Unmasked Estep 
Score: -120389640.000000 Penalty: 151630.234375
Splitting cluster 20 changes total score from -120390352.000000 to -120389640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Entering Unmasked Estep 
Score: -1942454.125000 Penalty: 2351.604004
	Iteration 0F: 2 clusters Score -1942454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1932867.875000 Penalty: 4703.208008
	Iteration 0F: 3 clusters Score -1932868 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1936361.500000 Penalty: 4703.208008
	Iteration 1F: 3 clusters Score -1936362 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1937179.500000 Penalty: 4703.208008
	Iteration 2F: 3 clusters Score -1937180 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1937951.875000 Penalty: 4703.208008
	Iteration 3F: 3 clusters Score -1937952 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1938640.875000 Penalty: 4703.208008
	Iteration 4F: 3 clusters Score -1938641 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1939250.000000 Penalty: 4703.208008
	Iteration 5F: 3 clusters Score -1939250 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1939756.500000 Penalty: 4703.208008
	Iteration 6F: 3 clusters Score -1939756 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1940122.500000 Penalty: 4703.208008
	Iteration 7Q: 3 clusters Score -1940122 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1940399.500000 Penalty: 4703.208008
	Iteration 8Q: 3 clusters Score -1940400 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1940609.375000 Penalty: 4703.208008
	Iteration 9Q: 3 clusters Score -1940609 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1940762.125000 Penalty: 4703.208008
	Iteration 10Q: 3 clusters Score -1940762 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1940847.500000 Penalty: 4703.208008
	Iteration 11Q: 3 clusters Score -1940848 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1940904.875000 Penalty: 4703.208008
	Iteration 12Q: 3 clusters Score -1940905 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1940950.500000 Penalty: 4703.208008
	Iteration 13Q: 3 clusters Score -1940950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1941000.000000 Penalty: 4703.208008
	Iteration 14Q: 3 clusters Score -1941000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1941062.500000 Penalty: 4703.208008
	Iteration 15Q: 3 clusters Score -1941062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1941123.875000 Penalty: 4703.208008
	Iteration 16Q: 3 clusters Score -1941124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1941216.750000 Penalty: 4703.208008
	Iteration 17Q: 3 clusters Score -1941217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1941351.125000 Penalty: 4703.208008
	Iteration 18Q: 3 clusters Score -1941351 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1941552.500000 Penalty: 4703.208008
	Iteration 19Q: 3 clusters Score -1941552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1941806.000000 Penalty: 4703.208008
	Iteration 20F: 3 clusters Score -1941806 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1942042.250000 Penalty: 4703.208008
	Iteration 21Q: 3 clusters Score -1942042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1942246.750000 Penalty: 4703.208008
	Iteration 22Q: 3 clusters Score -1942247 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1942385.875000 Penalty: 4703.208008
	Iteration 23Q: 3 clusters Score -1942386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1942505.750000 Penalty: 4703.208008
	Iteration 24Q: 3 clusters Score -1942506 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1942588.250000 Penalty: 4703.208008
	Iteration 25Q: 3 clusters Score -1942588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1942631.875000 Penalty: 4703.208008
	Iteration 26Q: 3 clusters Score -1942632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1942661.875000 Penalty: 4703.208008
	Iteration 27Q: 3 clusters Score -1942662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1942677.250000 Penalty: 4703.208008
	Iteration 28Q: 3 clusters Score -1942677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1942685.750000 Penalty: 4703.208008
	Iteration 29Q: 3 clusters Score -1942686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1942691.125000 Penalty: 4703.208008
	Iteration 30Q: 3 clusters Score -1942691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1942699.125000 Penalty: 4703.208008
	Iteration 31Q: 3 clusters Score -1942699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1942703.000000 Penalty: 4703.208008
	Iteration 32Q: 3 clusters Score -1942703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1942702.625000 Penalty: 4703.208008
	Iteration 33Q: 3 clusters Score -1942703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1942703.000000 Penalty: 4703.208008
	Iteration 34Q: 3 clusters Score -1942703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1942706.875000 Penalty: 4703.208008
	Iteration 35Q: 3 clusters Score -1942707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1942705.500000 Penalty: 4703.208008
	Iteration 36Q: 3 clusters Score -1942706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1942704.500000 Penalty: 4703.208008
	Iteration 37Q: 3 clusters Score -1942704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1942709.000000 Penalty: 4703.208008
	Iteration 38Q: 3 clusters Score -1942709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1942709.250000 Penalty: 4703.208008
	Iteration 39Q: 3 clusters Score -1942709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1942714.500000 Penalty: 4703.208008
	Iteration 40F: 3 clusters Score -1942714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1942714.625000 Penalty: 4703.208008
	Iteration 41Q: 3 clusters Score -1942715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1942714.375000 Penalty: 4703.208008
	Iteration 42Q: 3 clusters Score -1942714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1942714.500000 Penalty: 4703.208008
	Iteration 43Q: 3 clusters Score -1942714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1942717.750000 Penalty: 4703.208008
	Iteration 44Q: 3 clusters Score -1942718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1942717.125000 Penalty: 4703.208008
	Iteration 45Q: 3 clusters Score -1942717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1942716.250000 Penalty: 4703.208008
	Iteration 46Q: 3 clusters Score -1942716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1942716.750000 Penalty: 4703.208008
	Iteration 47Q: 3 clusters Score -1942717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1942714.500000 Penalty: 4703.208008
	Iteration 48Q: 3 clusters Score -1942714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1942712.750000 Penalty: 4703.208008
	Iteration 49Q: 3 clusters Score -1942713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1942712.625000 Penalty: 4703.208008
	Iteration 50Q: 3 clusters Score -1942713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1942717.250000 Penalty: 4703.208008
	Iteration 51Q: 3 clusters Score -1942717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1942715.250000 Penalty: 4703.208008
	Iteration 52Q: 3 clusters Score -1942715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1942711.500000 Penalty: 4703.208008
	Iteration 53Q: 3 clusters Score -1942712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1942716.750000 Penalty: 4703.208008
	Iteration 54Q: 3 clusters Score -1942717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1942715.625000 Penalty: 4703.208008
	Iteration 55Q: 3 clusters Score -1942716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1942715.250000 Penalty: 4703.208008
	Iteration 56Q: 3 clusters Score -1942715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1942714.625000 Penalty: 4703.208008
	Iteration 57Q: 3 clusters Score -1942715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1942715.125000 Penalty: 4703.208008
	Iteration 58Q: 3 clusters Score -1942715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1942714.250000 Penalty: 4703.208008
	Iteration 59Q: 3 clusters Score -1942714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1942714.250000 Penalty: 4703.208008
	Iteration 60F: 3 clusters Score -1942714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 8028 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 5097 members 
Entering Unmasked Estep 
Score: -120389800.000000 Penalty: 151630.234375
Splitting cluster 21 changes total score from -120390352.000000 to -120389800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -643784.000000 Penalty: 2076.583984
	Iteration 0F: 2 clusters Score -643784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -639683.125000 Penalty: 4153.167969
	Iteration 0F: 3 clusters Score -639683.1 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -640691.875000 Penalty: 4153.167969
	Iteration 1F: 3 clusters Score -640691.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -640936.187500 Penalty: 4153.167969
	Iteration 2F: 3 clusters Score -640936.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -641105.375000 Penalty: 4153.167969
	Iteration 3F: 3 clusters Score -641105.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -641214.437500 Penalty: 4153.167969
	Iteration 4Q: 3 clusters Score -641214.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -641287.062500 Penalty: 4153.167969
	Iteration 5Q: 3 clusters Score -641287.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -641345.875000 Penalty: 4153.167969
	Iteration 6Q: 3 clusters Score -641345.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -641398.437500 Penalty: 4153.167969
	Iteration 7Q: 3 clusters Score -641398.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -641451.437500 Penalty: 4153.167969
	Iteration 8Q: 3 clusters Score -641451.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -641495.625000 Penalty: 4153.167969
	Iteration 9Q: 3 clusters Score -641495.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -641526.562500 Penalty: 4153.167969
	Iteration 10Q: 3 clusters Score -641526.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -641553.687500 Penalty: 4153.167969
	Iteration 11Q: 3 clusters Score -641553.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -641581.000000 Penalty: 4153.167969
	Iteration 12Q: 3 clusters Score -641581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -641622.375000 Penalty: 4153.167969
	Iteration 13Q: 3 clusters Score -641622.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -641665.125000 Penalty: 4153.167969
	Iteration 14Q: 3 clusters Score -641665.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -641716.062500 Penalty: 4153.167969
	Iteration 15Q: 3 clusters Score -641716.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -641751.500000 Penalty: 4153.167969
	Iteration 16Q: 3 clusters Score -641751.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -641778.500000 Penalty: 4153.167969
	Iteration 17Q: 3 clusters Score -641778.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -641802.250000 Penalty: 4153.167969
	Iteration 18Q: 3 clusters Score -641802.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -641821.875000 Penalty: 4153.167969
	Iteration 19Q: 3 clusters Score -641821.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -641850.687500 Penalty: 4153.167969
	Iteration 20F: 3 clusters Score -641850.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -641872.125000 Penalty: 4153.167969
	Iteration 21Q: 3 clusters Score -641872.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -641891.375000 Penalty: 4153.167969
	Iteration 22Q: 3 clusters Score -641891.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -641913.062500 Penalty: 4153.167969
	Iteration 23Q: 3 clusters Score -641913.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -641936.750000 Penalty: 4153.167969
	Iteration 24Q: 3 clusters Score -641936.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -641959.812500 Penalty: 4153.167969
	Iteration 25Q: 3 clusters Score -641959.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -641981.000000 Penalty: 4153.167969
	Iteration 26Q: 3 clusters Score -641981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -641999.562500 Penalty: 4153.167969
	Iteration 27Q: 3 clusters Score -641999.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -642018.437500 Penalty: 4153.167969
	Iteration 28Q: 3 clusters Score -642018.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -642033.687500 Penalty: 4153.167969
	Iteration 29Q: 3 clusters Score -642033.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -642046.625000 Penalty: 4153.167969
	Iteration 30Q: 3 clusters Score -642046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -642057.562500 Penalty: 4153.167969
	Iteration 31Q: 3 clusters Score -642057.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -642071.875000 Penalty: 4153.167969
	Iteration 32Q: 3 clusters Score -642071.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -642093.625000 Penalty: 4153.167969
	Iteration 33Q: 3 clusters Score -642093.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -642117.437500 Penalty: 4153.167969
	Iteration 34Q: 3 clusters Score -642117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -642141.625000 Penalty: 4153.167969
	Iteration 35Q: 3 clusters Score -642141.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -642164.937500 Penalty: 4153.167969
	Iteration 36Q: 3 clusters Score -642164.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -642185.812500 Penalty: 4153.167969
	Iteration 37Q: 3 clusters Score -642185.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -642211.812500 Penalty: 4153.167969
	Iteration 38Q: 3 clusters Score -642211.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -642238.125000 Penalty: 4153.167969
	Iteration 39Q: 3 clusters Score -642238.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -642266.750000 Penalty: 4153.167969
	Iteration 40F: 3 clusters Score -642266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -642288.750000 Penalty: 4153.167969
	Iteration 41Q: 3 clusters Score -642288.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -642311.812500 Penalty: 4153.167969
	Iteration 42Q: 3 clusters Score -642311.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -642332.375000 Penalty: 4153.167969
	Iteration 43Q: 3 clusters Score -642332.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -642345.625000 Penalty: 4153.167969
	Iteration 44Q: 3 clusters Score -642345.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -642358.125000 Penalty: 4153.167969
	Iteration 45Q: 3 clusters Score -642358.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -642370.250000 Penalty: 4153.167969
	Iteration 46Q: 3 clusters Score -642370.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -642376.187500 Penalty: 4153.167969
	Iteration 47Q: 3 clusters Score -642376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -642381.875000 Penalty: 4153.167969
	Iteration 48Q: 3 clusters Score -642381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -642384.125000 Penalty: 4153.167969
	Iteration 49Q: 3 clusters Score -642384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -642389.437500 Penalty: 4153.167969
	Iteration 50Q: 3 clusters Score -642389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -642389.875000 Penalty: 4153.167969
	Iteration 51Q: 3 clusters Score -642389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -642393.375000 Penalty: 4153.167969
	Iteration 52Q: 3 clusters Score -642393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -642393.562500 Penalty: 4153.167969
	Iteration 53Q: 3 clusters Score -642393.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -642394.437500 Penalty: 4153.167969
	Iteration 54Q: 3 clusters Score -642394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -642394.437500 Penalty: 4153.167969
	Iteration 55Q: 3 clusters Score -642394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -642394.375000 Penalty: 4153.167969
	Iteration 56Q: 3 clusters Score -642394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -642394.000000 Penalty: 4153.167969
	Iteration 57Q: 3 clusters Score -642394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -642396.062500 Penalty: 4153.167969
	Iteration 58Q: 3 clusters Score -642396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -642396.500000 Penalty: 4153.167969
	Iteration 59Q: 3 clusters Score -642396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -642397.875000 Penalty: 4153.167969
	Iteration 60F: 3 clusters Score -642397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -642400.187500 Penalty: 4153.167969
	Iteration 61Q: 3 clusters Score -642400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -642401.250000 Penalty: 4153.167969
	Iteration 62Q: 3 clusters Score -642401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -642400.687500 Penalty: 4153.167969
	Iteration 63Q: 3 clusters Score -642400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -642401.250000 Penalty: 4153.167969
	Iteration 64Q: 3 clusters Score -642401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -642403.437500 Penalty: 4153.167969
	Iteration 65Q: 3 clusters Score -642403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -642403.937500 Penalty: 4153.167969
	Iteration 66Q: 3 clusters Score -642403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -642403.625000 Penalty: 4153.167969
	Iteration 67Q: 3 clusters Score -642403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -642404.937500 Penalty: 4153.167969
	Iteration 68Q: 3 clusters Score -642404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -642404.375000 Penalty: 4153.167969
	Iteration 69Q: 3 clusters Score -642404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -642404.375000 Penalty: 4153.167969
	Iteration 70F: 3 clusters Score -642404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Entering Unmasked Estep 
Score: -963587.562500 Penalty: 2169.618896
	Iteration 0F: 2 clusters Score -963587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -958253.937500 Penalty: 4339.237793
	Iteration 0F: 3 clusters Score -958253.9 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -959607.750000 Penalty: 4339.237793
	Iteration 1F: 3 clusters Score -959607.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -959847.187500 Penalty: 4339.237793
	Iteration 2F: 3 clusters Score -959847.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -960016.437500 Penalty: 4339.237793
	Iteration 3Q: 3 clusters Score -960016.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -960206.875000 Penalty: 4339.237793
	Iteration 4Q: 3 clusters Score -960206.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -960485.437500 Penalty: 4339.237793
	Iteration 5F: 3 clusters Score -960485.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -960772.187500 Penalty: 4339.237793
	Iteration 6F: 3 clusters Score -960772.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -961103.562500 Penalty: 4339.237793
	Iteration 7F: 3 clusters Score -961103.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -961403.187500 Penalty: 4339.237793
	Iteration 8F: 3 clusters Score -961403.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -961620.000000 Penalty: 4339.237793
	Iteration 9Q: 3 clusters Score -961620 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -961771.812500 Penalty: 4339.237793
	Iteration 10Q: 3 clusters Score -961771.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -961885.562500 Penalty: 4339.237793
	Iteration 11Q: 3 clusters Score -961885.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -961974.687500 Penalty: 4339.237793
	Iteration 12Q: 3 clusters Score -961974.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -962041.437500 Penalty: 4339.237793
	Iteration 13Q: 3 clusters Score -962041.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -962086.562500 Penalty: 4339.237793
	Iteration 14Q: 3 clusters Score -962086.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -962127.000000 Penalty: 4339.237793
	Iteration 15Q: 3 clusters Score -962127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -962153.625000 Penalty: 4339.237793
	Iteration 16Q: 3 clusters Score -962153.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -962172.062500 Penalty: 4339.237793
	Iteration 17Q: 3 clusters Score -962172.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -962191.875000 Penalty: 4339.237793
	Iteration 18Q: 3 clusters Score -962191.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -962211.000000 Penalty: 4339.237793
	Iteration 19Q: 3 clusters Score -962211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -962227.625000 Penalty: 4339.237793
	Iteration 20F: 3 clusters Score -962227.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -962241.062500 Penalty: 4339.237793
	Iteration 21Q: 3 clusters Score -962241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -962249.250000 Penalty: 4339.237793
	Iteration 22Q: 3 clusters Score -962249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -962265.500000 Penalty: 4339.237793
	Iteration 23Q: 3 clusters Score -962265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -962284.437500 Penalty: 4339.237793
	Iteration 24Q: 3 clusters Score -962284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -962290.750000 Penalty: 4339.237793
	Iteration 25Q: 3 clusters Score -962290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -962296.875000 Penalty: 4339.237793
	Iteration 26Q: 3 clusters Score -962296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -962303.312500 Penalty: 4339.237793
	Iteration 27Q: 3 clusters Score -962303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -962308.687500 Penalty: 4339.237793
	Iteration 28Q: 3 clusters Score -962308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -962312.500000 Penalty: 4339.237793
	Iteration 29Q: 3 clusters Score -962312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -962313.750000 Penalty: 4339.237793
	Iteration 30Q: 3 clusters Score -962313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -962314.250000 Penalty: 4339.237793
	Iteration 31Q: 3 clusters Score -962314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -962314.250000 Penalty: 4339.237793
	Iteration 32F: 3 clusters Score -962314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -166399.437500 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -166399.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -164426.484375 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -164426.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164781.250000 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -164781.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164891.140625 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -164891.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164974.437500 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -164974.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165052.703125 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -165052.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165124.687500 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -165124.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165172.046875 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -165172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165204.359375 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -165204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -165223.984375 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -165224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165239.750000 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -165239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165255.093750 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -165255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165270.406250 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -165270.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165279.562500 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -165279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165286.968750 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -165287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165300.656250 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -165300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165311.218750 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -165311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165322.046875 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -165322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -165325.625000 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -165325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165328.015625 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -165328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165330.375000 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -165330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165331.328125 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -165331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165332.125000 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -165332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165332.125000 Penalty: 3486.427490
	Iteration 22F: 3 clusters Score -165332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Entering Unmasked Estep 
Score: -8775730.000000 Penalty: 2712.863281
	Iteration 0F: 2 clusters Score -8775730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -8737964.000000 Penalty: 5425.726562
	Iteration 0F: 3 clusters Score -8737964 nChanged 25980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -8752542.000000 Penalty: 5425.726562
	Iteration 1F: 3 clusters Score -8752542 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -8753543.000000 Penalty: 5425.726562
	Iteration 2Q: 3 clusters Score -8753543 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -8755037.000000 Penalty: 5425.726562
	Iteration 3F: 3 clusters Score -8755037 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8757249.000000 Penalty: 5425.726562
	Iteration 4F: 3 clusters Score -8757249 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8760095.000000 Penalty: 5425.726562
	Iteration 5F: 3 clusters Score -8760095 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8762983.000000 Penalty: 5425.726562
	Iteration 6F: 3 clusters Score -8762983 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8765429.000000 Penalty: 5425.726562
	Iteration 7F: 3 clusters Score -8765429 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8767225.000000 Penalty: 5425.726562
	Iteration 8F: 3 clusters Score -8767225 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -8768735.000000 Penalty: 5425.726562
	Iteration 9Q: 3 clusters Score -8768735 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -8770072.000000 Penalty: 5425.726562
	Iteration 10Q: 3 clusters Score -8770072 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -8771222.000000 Penalty: 5425.726562
	Iteration 11Q: 3 clusters Score -8771222 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -8772065.000000 Penalty: 5425.726562
	Iteration 12Q: 3 clusters Score -8772065 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -8772544.000000 Penalty: 5425.726562
	Iteration 13Q: 3 clusters Score -8772544 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -8772884.000000 Penalty: 5425.726562
	Iteration 14Q: 3 clusters Score -8772884 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -8773071.000000 Penalty: 5425.726562
	Iteration 15Q: 3 clusters Score -8773071 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -8773199.000000 Penalty: 5425.726562
	Iteration 16Q: 3 clusters Score -8773199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -8773268.000000 Penalty: 5425.726562
	Iteration 17Q: 3 clusters Score -8773268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -8773333.000000 Penalty: 5425.726562
	Iteration 18Q: 3 clusters Score -8773333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -8773385.000000 Penalty: 5425.726562
	Iteration 19Q: 3 clusters Score -8773385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -8773411.000000 Penalty: 5425.726562
	Iteration 20F: 3 clusters Score -8773411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -8773430.000000 Penalty: 5425.726562
	Iteration 21Q: 3 clusters Score -8773430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -8773452.000000 Penalty: 5425.726562
	Iteration 22Q: 3 clusters Score -8773452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -8773465.000000 Penalty: 5425.726562
	Iteration 23Q: 3 clusters Score -8773465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -8773486.000000 Penalty: 5425.726562
	Iteration 24Q: 3 clusters Score -8773486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -8773485.000000 Penalty: 5425.726562
	Iteration 25Q: 3 clusters Score -8773485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -8773495.000000 Penalty: 5425.726562
	Iteration 26Q: 3 clusters Score -8773495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -8773493.000000 Penalty: 5425.726562
	Iteration 27Q: 3 clusters Score -8773493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -8773485.000000 Penalty: 5425.726562
	Iteration 28Q: 3 clusters Score -8773485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -8773495.000000 Penalty: 5425.726562
	Iteration 29Q: 3 clusters Score -8773495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -8773504.000000 Penalty: 5425.726562
	Iteration 30Q: 3 clusters Score -8773504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -8773505.000000 Penalty: 5425.726562
	Iteration 31Q: 3 clusters Score -8773505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -8773506.000000 Penalty: 5425.726562
	Iteration 32Q: 3 clusters Score -8773506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -8773505.000000 Penalty: 5425.726562
	Iteration 33Q: 3 clusters Score -8773505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -8773505.000000 Penalty: 5425.726562
	Iteration 34F: 3 clusters Score -8773505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -39326.417969 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -39326.42 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 162 members 
Entering Unmasked Estep 
Score: -38160.214844 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -38160.21 nChanged 52
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: -38287.117188 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -38287.12 nChanged 18
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: -38335.406250 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -38335.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38351.476562 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -38351.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38400.148438 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -38400.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38452.730469 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -38452.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38546.296875 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -38546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38597.203125 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -38597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38713.363281 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -38713.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38722.226562 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -38722.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38728.398438 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -38728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38730.648438 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -38730.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38730.648438 Penalty: 2827.420166
	Iteration 12F: 3 clusters Score -38730.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Entering Unmasked Estep 
Score: -2584104.500000 Penalty: 2407.090820
	Iteration 0F: 2 clusters Score -2584104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2572326.750000 Penalty: 4814.181641
	Iteration 0F: 3 clusters Score -2572327 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2576118.750000 Penalty: 4814.181641
	Iteration 1F: 3 clusters Score -2576119 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2576612.500000 Penalty: 4814.181641
	Iteration 2F: 3 clusters Score -2576612 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2577114.250000 Penalty: 4814.181641
	Iteration 3F: 3 clusters Score -2577114 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2577643.500000 Penalty: 4814.181641
	Iteration 4F: 3 clusters Score -2577644 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2578279.000000 Penalty: 4814.181641
	Iteration 5F: 3 clusters Score -2578279 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2578878.250000 Penalty: 4814.181641
	Iteration 6F: 3 clusters Score -2578878 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2579463.750000 Penalty: 4814.181641
	Iteration 7F: 3 clusters Score -2579464 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2579925.000000 Penalty: 4814.181641
	Iteration 8Q: 3 clusters Score -2579925 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2580305.000000 Penalty: 4814.181641
	Iteration 9Q: 3 clusters Score -2580305 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2580575.750000 Penalty: 4814.181641
	Iteration 10Q: 3 clusters Score -2580576 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2580822.750000 Penalty: 4814.181641
	Iteration 11Q: 3 clusters Score -2580823 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2581035.000000 Penalty: 4814.181641
	Iteration 12Q: 3 clusters Score -2581035 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2581177.250000 Penalty: 4814.181641
	Iteration 13Q: 3 clusters Score -2581177 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2581322.500000 Penalty: 4814.181641
	Iteration 14Q: 3 clusters Score -2581322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2581454.250000 Penalty: 4814.181641
	Iteration 15Q: 3 clusters Score -2581454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2581572.750000 Penalty: 4814.181641
	Iteration 16Q: 3 clusters Score -2581573 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2581674.750000 Penalty: 4814.181641
	Iteration 17Q: 3 clusters Score -2581675 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2581747.750000 Penalty: 4814.181641
	Iteration 18Q: 3 clusters Score -2581748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2581801.250000 Penalty: 4814.181641
	Iteration 19Q: 3 clusters Score -2581801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2581852.250000 Penalty: 4814.181641
	Iteration 20F: 3 clusters Score -2581852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2581876.000000 Penalty: 4814.181641
	Iteration 21Q: 3 clusters Score -2581876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2581896.750000 Penalty: 4814.181641
	Iteration 22Q: 3 clusters Score -2581897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2581930.500000 Penalty: 4814.181641
	Iteration 23Q: 3 clusters Score -2581930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2581944.500000 Penalty: 4814.181641
	Iteration 24Q: 3 clusters Score -2581944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2581963.250000 Penalty: 4814.181641
	Iteration 25Q: 3 clusters Score -2581963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2581977.750000 Penalty: 4814.181641
	Iteration 26Q: 3 clusters Score -2581978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2581986.250000 Penalty: 4814.181641
	Iteration 27Q: 3 clusters Score -2581986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2582001.250000 Penalty: 4814.181641
	Iteration 28Q: 3 clusters Score -2582001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2582009.000000 Penalty: 4814.181641
	Iteration 29Q: 3 clusters Score -2582009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2582021.250000 Penalty: 4814.181641
	Iteration 30Q: 3 clusters Score -2582021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2582032.500000 Penalty: 4814.181641
	Iteration 31Q: 3 clusters Score -2582032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2582042.250000 Penalty: 4814.181641
	Iteration 32Q: 3 clusters Score -2582042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2582048.250000 Penalty: 4814.181641
	Iteration 33Q: 3 clusters Score -2582048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2582057.250000 Penalty: 4814.181641
	Iteration 34Q: 3 clusters Score -2582057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2582063.750000 Penalty: 4814.181641
	Iteration 35Q: 3 clusters Score -2582064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2582070.500000 Penalty: 4814.181641
	Iteration 36Q: 3 clusters Score -2582070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2582075.250000 Penalty: 4814.181641
	Iteration 37Q: 3 clusters Score -2582075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2582079.250000 Penalty: 4814.181641
	Iteration 38Q: 3 clusters Score -2582079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2582080.500000 Penalty: 4814.181641
	Iteration 39Q: 3 clusters Score -2582080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2582084.750000 Penalty: 4814.181641
	Iteration 40F: 3 clusters Score -2582085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2582084.750000 Penalty: 4814.181641
	Iteration 41Q: 3 clusters Score -2582085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2582088.500000 Penalty: 4814.181641
	Iteration 42Q: 3 clusters Score -2582088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2582089.500000 Penalty: 4814.181641
	Iteration 43Q: 3 clusters Score -2582090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2582089.500000 Penalty: 4814.181641
	Iteration 44F: 3 clusters Score -2582090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Entering Unmasked Estep 
Score: -3048294.250000 Penalty: 2460.611084
	Iteration 0F: 2 clusters Score -3048294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3034074.000000 Penalty: 4921.222168
	Iteration 0F: 3 clusters Score -3034074 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3039551.000000 Penalty: 4921.222168
	Iteration 1F: 3 clusters Score -3039551 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3041069.500000 Penalty: 4921.222168
	Iteration 2F: 3 clusters Score -3041070 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3042908.000000 Penalty: 4921.222168
	Iteration 3F: 3 clusters Score -3042908 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3044485.250000 Penalty: 4921.222168
	Iteration 4F: 3 clusters Score -3044485 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3045531.750000 Penalty: 4921.222168
	Iteration 5F: 3 clusters Score -3045532 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3046111.750000 Penalty: 4921.222168
	Iteration 6F: 3 clusters Score -3046112 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3046515.000000 Penalty: 4921.222168
	Iteration 7Q: 3 clusters Score -3046515 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3046844.000000 Penalty: 4921.222168
	Iteration 8Q: 3 clusters Score -3046844 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3047023.750000 Penalty: 4921.222168
	Iteration 9Q: 3 clusters Score -3047024 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3047100.500000 Penalty: 4921.222168
	Iteration 10Q: 3 clusters Score -3047100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3047137.500000 Penalty: 4921.222168
	Iteration 11Q: 3 clusters Score -3047138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3047165.000000 Penalty: 4921.222168
	Iteration 12Q: 3 clusters Score -3047165 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3047185.500000 Penalty: 4921.222168
	Iteration 13Q: 3 clusters Score -3047186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3047202.000000 Penalty: 4921.222168
	Iteration 14Q: 3 clusters Score -3047202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3047206.250000 Penalty: 4921.222168
	Iteration 15Q: 3 clusters Score -3047206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3047206.250000 Penalty: 4921.222168
	Iteration 16Q: 3 clusters Score -3047206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3047211.500000 Penalty: 4921.222168
	Iteration 17Q: 3 clusters Score -3047212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3047221.500000 Penalty: 4921.222168
	Iteration 18Q: 3 clusters Score -3047222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3047226.500000 Penalty: 4921.222168
	Iteration 19Q: 3 clusters Score -3047226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3047235.000000 Penalty: 4921.222168
	Iteration 20F: 3 clusters Score -3047235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3047231.000000 Penalty: 4921.222168
	Iteration 21Q: 3 clusters Score -3047231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3047243.000000 Penalty: 4921.222168
	Iteration 22Q: 3 clusters Score -3047243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3047238.750000 Penalty: 4921.222168
	Iteration 23Q: 3 clusters Score -3047239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3047243.250000 Penalty: 4921.222168
	Iteration 24Q: 3 clusters Score -3047243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3047243.250000 Penalty: 4921.222168
	Iteration 25Q: 3 clusters Score -3047243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3047244.250000 Penalty: 4921.222168
	Iteration 26Q: 3 clusters Score -3047244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3047246.750000 Penalty: 4921.222168
	Iteration 27Q: 3 clusters Score -3047247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3047252.500000 Penalty: 4921.222168
	Iteration 28Q: 3 clusters Score -3047252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3047253.250000 Penalty: 4921.222168
	Iteration 29Q: 3 clusters Score -3047253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3047263.250000 Penalty: 4921.222168
	Iteration 30Q: 3 clusters Score -3047263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3047260.750000 Penalty: 4921.222168
	Iteration 31Q: 3 clusters Score -3047261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3047263.500000 Penalty: 4921.222168
	Iteration 32Q: 3 clusters Score -3047264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3047269.000000 Penalty: 4921.222168
	Iteration 33Q: 3 clusters Score -3047269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3047280.000000 Penalty: 4921.222168
	Iteration 34Q: 3 clusters Score -3047280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3047286.500000 Penalty: 4921.222168
	Iteration 35Q: 3 clusters Score -3047286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3047298.750000 Penalty: 4921.222168
	Iteration 36Q: 3 clusters Score -3047299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3047298.750000 Penalty: 4921.222168
	Iteration 37Q: 3 clusters Score -3047299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3047302.500000 Penalty: 4921.222168
	Iteration 38Q: 3 clusters Score -3047302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3047300.000000 Penalty: 4921.222168
	Iteration 39Q: 3 clusters Score -3047300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3047299.250000 Penalty: 4921.222168
	Iteration 40F: 3 clusters Score -3047299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3047307.750000 Penalty: 4921.222168
	Iteration 41Q: 3 clusters Score -3047308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -3047312.250000 Penalty: 4921.222168
	Iteration 42Q: 3 clusters Score -3047312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3047324.500000 Penalty: 4921.222168
	Iteration 43Q: 3 clusters Score -3047324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3047332.500000 Penalty: 4921.222168
	Iteration 44Q: 3 clusters Score -3047332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3047329.500000 Penalty: 4921.222168
	Iteration 45Q: 3 clusters Score -3047330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3047327.000000 Penalty: 4921.222168
	Iteration 46Q: 3 clusters Score -3047327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3047333.000000 Penalty: 4921.222168
	Iteration 47Q: 3 clusters Score -3047333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3047328.750000 Penalty: 4921.222168
	Iteration 48Q: 3 clusters Score -3047329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3047336.000000 Penalty: 4921.222168
	Iteration 49Q: 3 clusters Score -3047336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3047346.000000 Penalty: 4921.222168
	Iteration 50Q: 3 clusters Score -3047346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3047345.250000 Penalty: 4921.222168
	Iteration 51Q: 3 clusters Score -3047345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3047342.500000 Penalty: 4921.222168
	Iteration 52Q: 3 clusters Score -3047342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3047352.000000 Penalty: 4921.222168
	Iteration 53Q: 3 clusters Score -3047352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3047346.000000 Penalty: 4921.222168
	Iteration 54Q: 3 clusters Score -3047346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3047352.250000 Penalty: 4921.222168
	Iteration 55Q: 3 clusters Score -3047352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3047356.250000 Penalty: 4921.222168
	Iteration 56Q: 3 clusters Score -3047356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3047347.750000 Penalty: 4921.222168
	Iteration 57Q: 3 clusters Score -3047348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3047347.250000 Penalty: 4921.222168
	Iteration 58Q: 3 clusters Score -3047347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3047349.250000 Penalty: 4921.222168
	Iteration 59Q: 3 clusters Score -3047349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3047354.250000 Penalty: 4921.222168
	Iteration 60F: 3 clusters Score -3047354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3047353.000000 Penalty: 4921.222168
	Iteration 61Q: 3 clusters Score -3047353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3047361.000000 Penalty: 4921.222168
	Iteration 62Q: 3 clusters Score -3047361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3047363.000000 Penalty: 4921.222168
	Iteration 63Q: 3 clusters Score -3047363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3047363.500000 Penalty: 4921.222168
	Iteration 64Q: 3 clusters Score -3047364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3047359.250000 Penalty: 4921.222168
	Iteration 65Q: 3 clusters Score -3047359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3047365.500000 Penalty: 4921.222168
	Iteration 66Q: 3 clusters Score -3047366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3047371.750000 Penalty: 4921.222168
	Iteration 67Q: 3 clusters Score -3047372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3047376.500000 Penalty: 4921.222168
	Iteration 68Q: 3 clusters Score -3047376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3047383.750000 Penalty: 4921.222168
	Iteration 69Q: 3 clusters Score -3047384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3047393.500000 Penalty: 4921.222168
	Iteration 70Q: 3 clusters Score -3047394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3047396.750000 Penalty: 4921.222168
	Iteration 71Q: 3 clusters Score -3047397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3047407.500000 Penalty: 4921.222168
	Iteration 72Q: 3 clusters Score -3047408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3047403.000000 Penalty: 4921.222168
	Iteration 73Q: 3 clusters Score -3047403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3047419.250000 Penalty: 4921.222168
	Iteration 74Q: 3 clusters Score -3047419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3047426.000000 Penalty: 4921.222168
	Iteration 75Q: 3 clusters Score -3047426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3047432.000000 Penalty: 4921.222168
	Iteration 76Q: 3 clusters Score -3047432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3047464.500000 Penalty: 4921.222168
	Iteration 77Q: 3 clusters Score -3047464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3047480.750000 Penalty: 4921.222168
	Iteration 78Q: 3 clusters Score -3047481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3047507.000000 Penalty: 4921.222168
	Iteration 79Q: 3 clusters Score -3047507 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3047523.500000 Penalty: 4921.222168
	Iteration 80F: 3 clusters Score -3047524 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3047550.250000 Penalty: 4921.222168
	Iteration 81Q: 3 clusters Score -3047550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3047566.750000 Penalty: 4921.222168
	Iteration 82Q: 3 clusters Score -3047567 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3047595.500000 Penalty: 4921.222168
	Iteration 83Q: 3 clusters Score -3047596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3047617.000000 Penalty: 4921.222168
	Iteration 84Q: 3 clusters Score -3047617 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3047641.750000 Penalty: 4921.222168
	Iteration 85Q: 3 clusters Score -3047642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3047670.500000 Penalty: 4921.222168
	Iteration 86Q: 3 clusters Score -3047670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3047702.500000 Penalty: 4921.222168
	Iteration 87Q: 3 clusters Score -3047702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3047730.000000 Penalty: 4921.222168
	Iteration 88Q: 3 clusters Score -3047730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3047773.500000 Penalty: 4921.222168
	Iteration 89Q: 3 clusters Score -3047774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3047803.500000 Penalty: 4921.222168
	Iteration 90Q: 3 clusters Score -3047804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3047844.250000 Penalty: 4921.222168
	Iteration 91Q: 3 clusters Score -3047844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3047895.500000 Penalty: 4921.222168
	Iteration 92Q: 3 clusters Score -3047896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3047985.000000 Penalty: 4921.222168
	Iteration 93Q: 3 clusters Score -3047985 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3048094.000000 Penalty: 4921.222168
	Iteration 94Q: 3 clusters Score -3048094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3048144.750000 Penalty: 4921.222168
	Iteration 95Q: 3 clusters Score -3048145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3048215.500000 Penalty: 4921.222168
	Iteration 96Q: 3 clusters Score -3048216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3048237.750000 Penalty: 4921.222168
	Iteration 97Q: 3 clusters Score -3048238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3048258.750000 Penalty: 4921.222168
	Iteration 98Q: 3 clusters Score -3048259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3048276.750000 Penalty: 4921.222168
	Iteration 99Q: 3 clusters Score -3048277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3048285.250000 Penalty: 4921.222168
	Iteration 100F: 3 clusters Score -3048285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3048299.250000 Penalty: 4921.222168
	Iteration 101Q: 3 clusters Score -3048299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3048315.000000 Penalty: 4921.222168
	Iteration 102Q: 3 clusters Score -3048315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3048317.750000 Penalty: 4921.222168
	Iteration 103Q: 3 clusters Score -3048318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3048326.000000 Penalty: 4921.222168
	Iteration 104Q: 3 clusters Score -3048326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3048323.500000 Penalty: 4921.222168
	Iteration 105Q: 3 clusters Score -3048324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3048319.250000 Penalty: 4921.222168
	Iteration 106Q: 3 clusters Score -3048319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3048328.250000 Penalty: 4921.222168
	Iteration 107Q: 3 clusters Score -3048328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3048328.500000 Penalty: 4921.222168
	Iteration 108Q: 3 clusters Score -3048328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3048328.750000 Penalty: 4921.222168
	Iteration 109Q: 3 clusters Score -3048329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3048326.250000 Penalty: 4921.222168
	Iteration 110Q: 3 clusters Score -3048326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3048323.750000 Penalty: 4921.222168
	Iteration 111Q: 3 clusters Score -3048324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3048326.000000 Penalty: 4921.222168
	Iteration 112Q: 3 clusters Score -3048326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3048327.750000 Penalty: 4921.222168
	Iteration 113Q: 3 clusters Score -3048328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3048327.000000 Penalty: 4921.222168
	Iteration 114Q: 3 clusters Score -3048327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3048325.250000 Penalty: 4921.222168
	Iteration 115Q: 3 clusters Score -3048325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3048326.750000 Penalty: 4921.222168
	Iteration 116Q: 3 clusters Score -3048327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3048326.250000 Penalty: 4921.222168
	Iteration 117Q: 3 clusters Score -3048326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3048325.750000 Penalty: 4921.222168
	Iteration 118Q: 3 clusters Score -3048326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3048324.000000 Penalty: 4921.222168
	Iteration 119Q: 3 clusters Score -3048324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3048327.000000 Penalty: 4921.222168
	Iteration 120F: 3 clusters Score -3048327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 16312 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 4058 members 
Entering Unmasked Estep 
Score: -120389016.000000 Penalty: 151630.234375
Splitting cluster 28 changes total score from -120390352.000000 to -120389016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -24893.296875 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -24893.3 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 99 members 
Entering Unmasked Estep 
Score: -23900.906250 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -23900.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23966.923828 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -23966.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23991.816406 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -23991.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23997.859375 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -23997.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23997.859375 Penalty: 2645.028564
	Iteration 4F: 3 clusters Score -23997.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (85509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Entering Unmasked Estep 
Score: -13483099.000000 Penalty: 2816.381348
	Iteration 0F: 2 clusters Score -1.34831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -13430029.000000 Penalty: 5632.762695
	Iteration 0F: 3 clusters Score -1.343003e+07 nChanged 40095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -13452879.000000 Penalty: 5632.762695
	Iteration 1F: 3 clusters Score -1.345288e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -13453811.000000 Penalty: 5632.762695
	Iteration 2Q: 3 clusters Score -1.345381e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -13455208.000000 Penalty: 5632.762695
	Iteration 3Q: 3 clusters Score -1.345521e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -13457161.000000 Penalty: 5632.762695
	Iteration 4F: 3 clusters Score -1.345716e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -13459881.000000 Penalty: 5632.762695
	Iteration 5F: 3 clusters Score -1.345988e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -13462717.000000 Penalty: 5632.762695
	Iteration 6F: 3 clusters Score -1.346272e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -13465577.000000 Penalty: 5632.762695
	Iteration 7F: 3 clusters Score -1.346558e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -13467747.000000 Penalty: 5632.762695
	Iteration 8F: 3 clusters Score -1.346775e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -13469073.000000 Penalty: 5632.762695
	Iteration 9Q: 3 clusters Score -1.346907e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -13469846.000000 Penalty: 5632.762695
	Iteration 10Q: 3 clusters Score -1.346985e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -13470255.000000 Penalty: 5632.762695
	Iteration 11Q: 3 clusters Score -1.347026e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -13470550.000000 Penalty: 5632.762695
	Iteration 12Q: 3 clusters Score -1.347055e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -13470701.000000 Penalty: 5632.762695
	Iteration 13Q: 3 clusters Score -1.34707e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -13470893.000000 Penalty: 5632.762695
	Iteration 14Q: 3 clusters Score -1.347089e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -13471045.000000 Penalty: 5632.762695
	Iteration 15Q: 3 clusters Score -1.347104e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -13471292.000000 Penalty: 5632.762695
	Iteration 16Q: 3 clusters Score -1.347129e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -13471582.000000 Penalty: 5632.762695
	Iteration 17Q: 3 clusters Score -1.347158e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -13471967.000000 Penalty: 5632.762695
	Iteration 18Q: 3 clusters Score -1.347197e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -13472608.000000 Penalty: 5632.762695
	Iteration 19Q: 3 clusters Score -1.347261e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -13473480.000000 Penalty: 5632.762695
	Iteration 20F: 3 clusters Score -1.347348e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -13474616.000000 Penalty: 5632.762695
	Iteration 21Q: 3 clusters Score -1.347462e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -13475778.000000 Penalty: 5632.762695
	Iteration 22Q: 3 clusters Score -1.347578e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -13477009.000000 Penalty: 5632.762695
	Iteration 23Q: 3 clusters Score -1.347701e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -13478035.000000 Penalty: 5632.762695
	Iteration 24Q: 3 clusters Score -1.347804e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -13478872.000000 Penalty: 5632.762695
	Iteration 25Q: 3 clusters Score -1.347887e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -13479563.000000 Penalty: 5632.762695
	Iteration 26Q: 3 clusters Score -1.347956e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -13479967.000000 Penalty: 5632.762695
	Iteration 27Q: 3 clusters Score -1.347997e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -13480256.000000 Penalty: 5632.762695
	Iteration 28Q: 3 clusters Score -1.348026e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -13480463.000000 Penalty: 5632.762695
	Iteration 29Q: 3 clusters Score -1.348046e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -13480600.000000 Penalty: 5632.762695
	Iteration 30Q: 3 clusters Score -1.34806e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -13480669.000000 Penalty: 5632.762695
	Iteration 31Q: 3 clusters Score -1.348067e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -13480725.000000 Penalty: 5632.762695
	Iteration 32Q: 3 clusters Score -1.348072e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -13480770.000000 Penalty: 5632.762695
	Iteration 33Q: 3 clusters Score -1.348077e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -13480808.000000 Penalty: 5632.762695
	Iteration 34Q: 3 clusters Score -1.348081e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -13480827.000000 Penalty: 5632.762695
	Iteration 35Q: 3 clusters Score -1.348083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -13480855.000000 Penalty: 5632.762695
	Iteration 36Q: 3 clusters Score -1.348086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -13480882.000000 Penalty: 5632.762695
	Iteration 37Q: 3 clusters Score -1.348088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -13480885.000000 Penalty: 5632.762695
	Iteration 38Q: 3 clusters Score -1.348088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -13480908.000000 Penalty: 5632.762695
	Iteration 39Q: 3 clusters Score -1.348091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -13480920.000000 Penalty: 5632.762695
	Iteration 40F: 3 clusters Score -1.348092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -13480920.000000 Penalty: 5632.762695
	Iteration 41Q: 3 clusters Score -1.348092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -13480923.000000 Penalty: 5632.762695
	Iteration 42Q: 3 clusters Score -1.348092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -13480936.000000 Penalty: 5632.762695
	Iteration 43Q: 3 clusters Score -1.348094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -13480943.000000 Penalty: 5632.762695
	Iteration 44Q: 3 clusters Score -1.348094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -13480944.000000 Penalty: 5632.762695
	Iteration 45Q: 3 clusters Score -1.348094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -13480932.000000 Penalty: 5632.762695
	Iteration 46Q: 3 clusters Score -1.348093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -13480933.000000 Penalty: 5632.762695
	Iteration 47Q: 3 clusters Score -1.348093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -13480929.000000 Penalty: 5632.762695
	Iteration 48Q: 3 clusters Score -1.348093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -13480939.000000 Penalty: 5632.762695
	Iteration 49Q: 3 clusters Score -1.348094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -13480936.000000 Penalty: 5632.762695
	Iteration 50Q: 3 clusters Score -1.348094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -13480939.000000 Penalty: 5632.762695
	Iteration 51Q: 3 clusters Score -1.348094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -13480937.000000 Penalty: 5632.762695
	Iteration 52Q: 3 clusters Score -1.348094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -13480937.000000 Penalty: 5632.762695
	Iteration 53Q: 3 clusters Score -1.348094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -13480950.000000 Penalty: 5632.762695
	Iteration 54Q: 3 clusters Score -1.348095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -13480950.000000 Penalty: 5632.762695
	Iteration 55F: 3 clusters Score -1.348095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -43266.230469 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -43266.23 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 145 members 
Entering Unmasked Estep 
Score: -41999.000000 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -41999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42095.402344 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -42095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42111.769531 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -42111.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42123.890625 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -42123.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42126.207031 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -42126.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42127.789062 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -42127.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42127.789062 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -42127.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -2350653.250000 Penalty: 2384.736328
	Iteration 0F: 2 clusters Score -2350653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2339864.750000 Penalty: 4769.472656
	Iteration 0F: 3 clusters Score -2339865 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2343317.750000 Penalty: 4769.472656
	Iteration 1F: 3 clusters Score -2343318 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2343756.000000 Penalty: 4769.472656
	Iteration 2F: 3 clusters Score -2343756 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2344259.750000 Penalty: 4769.472656
	Iteration 3F: 3 clusters Score -2344260 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2345010.750000 Penalty: 4769.472656
	Iteration 4F: 3 clusters Score -2345011 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2345952.750000 Penalty: 4769.472656
	Iteration 5F: 3 clusters Score -2345953 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2346911.750000 Penalty: 4769.472656
	Iteration 6F: 3 clusters Score -2346912 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2347664.250000 Penalty: 4769.472656
	Iteration 7F: 3 clusters Score -2347664 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2348112.250000 Penalty: 4769.472656
	Iteration 8Q: 3 clusters Score -2348112 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2348363.500000 Penalty: 4769.472656
	Iteration 9Q: 3 clusters Score -2348364 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2348492.250000 Penalty: 4769.472656
	Iteration 10Q: 3 clusters Score -2348492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2348565.500000 Penalty: 4769.472656
	Iteration 11Q: 3 clusters Score -2348566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2348613.500000 Penalty: 4769.472656
	Iteration 12Q: 3 clusters Score -2348614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2348633.500000 Penalty: 4769.472656
	Iteration 13Q: 3 clusters Score -2348634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2348655.750000 Penalty: 4769.472656
	Iteration 14Q: 3 clusters Score -2348656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2348658.500000 Penalty: 4769.472656
	Iteration 15Q: 3 clusters Score -2348658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2348670.000000 Penalty: 4769.472656
	Iteration 16Q: 3 clusters Score -2348670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2348671.500000 Penalty: 4769.472656
	Iteration 17Q: 3 clusters Score -2348672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2348673.250000 Penalty: 4769.472656
	Iteration 18Q: 3 clusters Score -2348673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2348669.000000 Penalty: 4769.472656
	Iteration 19Q: 3 clusters Score -2348669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2348674.750000 Penalty: 4769.472656
	Iteration 20F: 3 clusters Score -2348675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2348677.000000 Penalty: 4769.472656
	Iteration 21Q: 3 clusters Score -2348677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2348680.750000 Penalty: 4769.472656
	Iteration 22Q: 3 clusters Score -2348681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2348680.750000 Penalty: 4769.472656
	Iteration 23Q: 3 clusters Score -2348681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2348684.500000 Penalty: 4769.472656
	Iteration 24Q: 3 clusters Score -2348684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2348686.750000 Penalty: 4769.472656
	Iteration 25Q: 3 clusters Score -2348687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2348691.250000 Penalty: 4769.472656
	Iteration 26Q: 3 clusters Score -2348691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2348696.250000 Penalty: 4769.472656
	Iteration 27Q: 3 clusters Score -2348696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2348700.250000 Penalty: 4769.472656
	Iteration 28Q: 3 clusters Score -2348700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2348697.500000 Penalty: 4769.472656
	Iteration 29Q: 3 clusters Score -2348698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2348700.000000 Penalty: 4769.472656
	Iteration 30Q: 3 clusters Score -2348700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2348699.500000 Penalty: 4769.472656
	Iteration 31Q: 3 clusters Score -2348700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2348699.750000 Penalty: 4769.472656
	Iteration 32Q: 3 clusters Score -2348700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2348696.750000 Penalty: 4769.472656
	Iteration 33Q: 3 clusters Score -2348697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2348696.500000 Penalty: 4769.472656
	Iteration 34Q: 3 clusters Score -2348696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2348698.000000 Penalty: 4769.472656
	Iteration 35Q: 3 clusters Score -2348698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2348695.750000 Penalty: 4769.472656
	Iteration 36Q: 3 clusters Score -2348696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2348698.250000 Penalty: 4769.472656
	Iteration 37Q: 3 clusters Score -2348698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2348698.500000 Penalty: 4769.472656
	Iteration 38Q: 3 clusters Score -2348698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2348695.000000 Penalty: 4769.472656
	Iteration 39Q: 3 clusters Score -2348695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2348703.000000 Penalty: 4769.472656
	Iteration 40F: 3 clusters Score -2348703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2348705.500000 Penalty: 4769.472656
	Iteration 41Q: 3 clusters Score -2348706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2348699.750000 Penalty: 4769.472656
	Iteration 42Q: 3 clusters Score -2348700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2348702.000000 Penalty: 4769.472656
	Iteration 43Q: 3 clusters Score -2348702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2348700.750000 Penalty: 4769.472656
	Iteration 44Q: 3 clusters Score -2348701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2348709.250000 Penalty: 4769.472656
	Iteration 45Q: 3 clusters Score -2348709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2348706.750000 Penalty: 4769.472656
	Iteration 46Q: 3 clusters Score -2348707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2348708.750000 Penalty: 4769.472656
	Iteration 47Q: 3 clusters Score -2348709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2348711.250000 Penalty: 4769.472656
	Iteration 48Q: 3 clusters Score -2348711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2348713.750000 Penalty: 4769.472656
	Iteration 49Q: 3 clusters Score -2348714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2348711.500000 Penalty: 4769.472656
	Iteration 50Q: 3 clusters Score -2348712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2348714.250000 Penalty: 4769.472656
	Iteration 51Q: 3 clusters Score -2348714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2348712.500000 Penalty: 4769.472656
	Iteration 52Q: 3 clusters Score -2348712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2348712.500000 Penalty: 4769.472656
	Iteration 53F: 3 clusters Score -2348712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Entering Unmasked Estep 
Score: -2681301.500000 Penalty: 2429.549316
	Iteration 0F: 2 clusters Score -2681302 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 9008 members 
Entering Unmasked Estep 
Score: -2668500.000000 Penalty: 4859.098633
	Iteration 0F: 3 clusters Score -2668500 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2673002.750000 Penalty: 4859.098633
	Iteration 1F: 3 clusters Score -2673003 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2673721.000000 Penalty: 4859.098633
	Iteration 2F: 3 clusters Score -2673721 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2674449.500000 Penalty: 4859.098633
	Iteration 3F: 3 clusters Score -2674450 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2675183.250000 Penalty: 4859.098633
	Iteration 4F: 3 clusters Score -2675183 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2675868.750000 Penalty: 4859.098633
	Iteration 5F: 3 clusters Score -2675869 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2676466.500000 Penalty: 4859.098633
	Iteration 6F: 3 clusters Score -2676466 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2676948.750000 Penalty: 4859.098633
	Iteration 7Q: 3 clusters Score -2676949 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2677381.500000 Penalty: 4859.098633
	Iteration 8Q: 3 clusters Score -2677382 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2677735.000000 Penalty: 4859.098633
	Iteration 9Q: 3 clusters Score -2677735 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2678043.000000 Penalty: 4859.098633
	Iteration 10Q: 3 clusters Score -2678043 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2678271.750000 Penalty: 4859.098633
	Iteration 11Q: 3 clusters Score -2678272 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2678435.750000 Penalty: 4859.098633
	Iteration 12Q: 3 clusters Score -2678436 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2678543.750000 Penalty: 4859.098633
	Iteration 13Q: 3 clusters Score -2678544 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2678621.500000 Penalty: 4859.098633
	Iteration 14Q: 3 clusters Score -2678622 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2678695.000000 Penalty: 4859.098633
	Iteration 15Q: 3 clusters Score -2678695 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2678769.250000 Penalty: 4859.098633
	Iteration 16Q: 3 clusters Score -2678769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2678841.250000 Penalty: 4859.098633
	Iteration 17Q: 3 clusters Score -2678841 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2678954.250000 Penalty: 4859.098633
	Iteration 18Q: 3 clusters Score -2678954 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2679089.000000 Penalty: 4859.098633
	Iteration 19Q: 3 clusters Score -2679089 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2679269.000000 Penalty: 4859.098633
	Iteration 20F: 3 clusters Score -2679269 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2679473.750000 Penalty: 4859.098633
	Iteration 21Q: 3 clusters Score -2679474 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2679687.500000 Penalty: 4859.098633
	Iteration 22Q: 3 clusters Score -2679688 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2679872.500000 Penalty: 4859.098633
	Iteration 23Q: 3 clusters Score -2679872 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2679996.750000 Penalty: 4859.098633
	Iteration 24Q: 3 clusters Score -2679997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2680108.500000 Penalty: 4859.098633
	Iteration 25Q: 3 clusters Score -2680108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2680215.500000 Penalty: 4859.098633
	Iteration 26Q: 3 clusters Score -2680216 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2680299.250000 Penalty: 4859.098633
	Iteration 27Q: 3 clusters Score -2680299 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2680385.500000 Penalty: 4859.098633
	Iteration 28Q: 3 clusters Score -2680386 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2680452.750000 Penalty: 4859.098633
	Iteration 29Q: 3 clusters Score -2680453 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2680507.750000 Penalty: 4859.098633
	Iteration 30Q: 3 clusters Score -2680508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2680540.750000 Penalty: 4859.098633
	Iteration 31Q: 3 clusters Score -2680541 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2680545.500000 Penalty: 4859.098633
	Iteration 32Q: 3 clusters Score -2680546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2680556.250000 Penalty: 4859.098633
	Iteration 33Q: 3 clusters Score -2680556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2680576.750000 Penalty: 4859.098633
	Iteration 34Q: 3 clusters Score -2680577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2680588.250000 Penalty: 4859.098633
	Iteration 35Q: 3 clusters Score -2680588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2680595.000000 Penalty: 4859.098633
	Iteration 36Q: 3 clusters Score -2680595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2680595.000000 Penalty: 4859.098633
	Iteration 37Q: 3 clusters Score -2680595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2680601.250000 Penalty: 4859.098633
	Iteration 38Q: 3 clusters Score -2680601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2680601.250000 Penalty: 4859.098633
	Iteration 39Q: 3 clusters Score -2680601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2680608.250000 Penalty: 4859.098633
	Iteration 40F: 3 clusters Score -2680608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2680621.500000 Penalty: 4859.098633
	Iteration 41Q: 3 clusters Score -2680622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2680628.250000 Penalty: 4859.098633
	Iteration 42Q: 3 clusters Score -2680628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2680639.250000 Penalty: 4859.098633
	Iteration 43Q: 3 clusters Score -2680639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2680646.750000 Penalty: 4859.098633
	Iteration 44Q: 3 clusters Score -2680647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2680658.750000 Penalty: 4859.098633
	Iteration 45Q: 3 clusters Score -2680659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2680654.500000 Penalty: 4859.098633
	Iteration 46Q: 3 clusters Score -2680654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2680667.750000 Penalty: 4859.098633
	Iteration 47Q: 3 clusters Score -2680668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2680660.750000 Penalty: 4859.098633
	Iteration 48Q: 3 clusters Score -2680661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2680669.750000 Penalty: 4859.098633
	Iteration 49Q: 3 clusters Score -2680670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2680669.000000 Penalty: 4859.098633
	Iteration 50Q: 3 clusters Score -2680669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2680678.250000 Penalty: 4859.098633
	Iteration 51Q: 3 clusters Score -2680678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2680677.750000 Penalty: 4859.098633
	Iteration 52Q: 3 clusters Score -2680678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2680684.000000 Penalty: 4859.098633
	Iteration 53Q: 3 clusters Score -2680684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2680686.500000 Penalty: 4859.098633
	Iteration 54Q: 3 clusters Score -2680686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2680685.000000 Penalty: 4859.098633
	Iteration 55Q: 3 clusters Score -2680685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2680678.250000 Penalty: 4859.098633
	Iteration 56Q: 3 clusters Score -2680678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2680680.500000 Penalty: 4859.098633
	Iteration 57Q: 3 clusters Score -2680680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2680682.000000 Penalty: 4859.098633
	Iteration 58Q: 3 clusters Score -2680682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2680683.250000 Penalty: 4859.098633
	Iteration 59Q: 3 clusters Score -2680683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2680684.250000 Penalty: 4859.098633
	Iteration 60F: 3 clusters Score -2680684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2680689.750000 Penalty: 4859.098633
	Iteration 61Q: 3 clusters Score -2680690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2680685.250000 Penalty: 4859.098633
	Iteration 62Q: 3 clusters Score -2680685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2680693.250000 Penalty: 4859.098633
	Iteration 63Q: 3 clusters Score -2680693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2680697.750000 Penalty: 4859.098633
	Iteration 64Q: 3 clusters Score -2680698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2680695.750000 Penalty: 4859.098633
	Iteration 65Q: 3 clusters Score -2680696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2680692.500000 Penalty: 4859.098633
	Iteration 66Q: 3 clusters Score -2680692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2680694.500000 Penalty: 4859.098633
	Iteration 67Q: 3 clusters Score -2680694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2680699.000000 Penalty: 4859.098633
	Iteration 68Q: 3 clusters Score -2680699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2680698.500000 Penalty: 4859.098633
	Iteration 69Q: 3 clusters Score -2680698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2680704.750000 Penalty: 4859.098633
	Iteration 70Q: 3 clusters Score -2680705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2680704.750000 Penalty: 4859.098633
	Iteration 71Q: 3 clusters Score -2680705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2680703.000000 Penalty: 4859.098633
	Iteration 72Q: 3 clusters Score -2680703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2680706.250000 Penalty: 4859.098633
	Iteration 73Q: 3 clusters Score -2680706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2680703.250000 Penalty: 4859.098633
	Iteration 74Q: 3 clusters Score -2680703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2680708.500000 Penalty: 4859.098633
	Iteration 75Q: 3 clusters Score -2680708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2680708.250000 Penalty: 4859.098633
	Iteration 76Q: 3 clusters Score -2680708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2680710.250000 Penalty: 4859.098633
	Iteration 77Q: 3 clusters Score -2680710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2680709.500000 Penalty: 4859.098633
	Iteration 78Q: 3 clusters Score -2680710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2680709.500000 Penalty: 4859.098633
	Iteration 79Q: 3 clusters Score -2680710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2680707.250000 Penalty: 4859.098633
	Iteration 80F: 3 clusters Score -2680707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -1070488.000000 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -1070488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1064643.500000 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -1064644 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1066218.250000 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -1066218 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1066477.375000 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -1066477 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1066690.500000 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -1066690 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1066901.750000 Penalty: 4403.112305
	Iteration 4Q: 3 clusters Score -1066902 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1067090.500000 Penalty: 4403.112305
	Iteration 5Q: 3 clusters Score -1067090 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1067289.000000 Penalty: 4403.112305
	Iteration 6Q: 3 clusters Score -1067289 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1067526.125000 Penalty: 4403.112305
	Iteration 7Q: 3 clusters Score -1067526 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1067798.875000 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -1067799 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1068048.250000 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -1068048 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1068314.500000 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -1068314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1068581.125000 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -1068581 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1068796.000000 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -1068796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1068976.625000 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -1068977 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1069093.750000 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -1069094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1069192.000000 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -1069192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1069281.875000 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -1069282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1069370.625000 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -1069371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1069451.125000 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -1069451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1069508.000000 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -1069508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1069574.500000 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -1069574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1069646.500000 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -1069646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1069703.125000 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -1069703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1069743.125000 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -1069743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1069778.375000 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -1069778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1069803.000000 Penalty: 4403.112305
	Iteration 25Q: 3 clusters Score -1069803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1069832.500000 Penalty: 4403.112305
	Iteration 26Q: 3 clusters Score -1069832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1069850.000000 Penalty: 4403.112305
	Iteration 27Q: 3 clusters Score -1069850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1069860.875000 Penalty: 4403.112305
	Iteration 28Q: 3 clusters Score -1069861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1069867.250000 Penalty: 4403.112305
	Iteration 29Q: 3 clusters Score -1069867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1069869.750000 Penalty: 4403.112305
	Iteration 30Q: 3 clusters Score -1069870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1069878.375000 Penalty: 4403.112305
	Iteration 31Q: 3 clusters Score -1069878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1069881.250000 Penalty: 4403.112305
	Iteration 32Q: 3 clusters Score -1069881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1069884.625000 Penalty: 4403.112305
	Iteration 33Q: 3 clusters Score -1069885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1069888.000000 Penalty: 4403.112305
	Iteration 34Q: 3 clusters Score -1069888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1069887.125000 Penalty: 4403.112305
	Iteration 35Q: 3 clusters Score -1069887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1069889.875000 Penalty: 4403.112305
	Iteration 36Q: 3 clusters Score -1069890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1069890.000000 Penalty: 4403.112305
	Iteration 37Q: 3 clusters Score -1069890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1069892.875000 Penalty: 4403.112305
	Iteration 38Q: 3 clusters Score -1069893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1069893.000000 Penalty: 4403.112305
	Iteration 39Q: 3 clusters Score -1069893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1069894.625000 Penalty: 4403.112305
	Iteration 40F: 3 clusters Score -1069895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1069896.125000 Penalty: 4403.112305
	Iteration 41Q: 3 clusters Score -1069896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1069901.000000 Penalty: 4403.112305
	Iteration 42Q: 3 clusters Score -1069901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1069904.375000 Penalty: 4403.112305
	Iteration 43Q: 3 clusters Score -1069904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1069905.250000 Penalty: 4403.112305
	Iteration 44Q: 3 clusters Score -1069905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1069907.375000 Penalty: 4403.112305
	Iteration 45Q: 3 clusters Score -1069907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1069907.250000 Penalty: 4403.112305
	Iteration 46Q: 3 clusters Score -1069907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1069910.625000 Penalty: 4403.112305
	Iteration 47Q: 3 clusters Score -1069911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1069910.375000 Penalty: 4403.112305
	Iteration 48Q: 3 clusters Score -1069910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1069913.125000 Penalty: 4403.112305
	Iteration 49Q: 3 clusters Score -1069913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1069914.500000 Penalty: 4403.112305
	Iteration 50Q: 3 clusters Score -1069914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1069915.875000 Penalty: 4403.112305
	Iteration 51Q: 3 clusters Score -1069916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1069917.625000 Penalty: 4403.112305
	Iteration 52Q: 3 clusters Score -1069918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1069919.375000 Penalty: 4403.112305
	Iteration 53Q: 3 clusters Score -1069919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1069917.750000 Penalty: 4403.112305
	Iteration 54Q: 3 clusters Score -1069918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1069920.250000 Penalty: 4403.112305
	Iteration 55Q: 3 clusters Score -1069920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1069921.250000 Penalty: 4403.112305
	Iteration 56Q: 3 clusters Score -1069921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1069923.250000 Penalty: 4403.112305
	Iteration 57Q: 3 clusters Score -1069923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1069923.375000 Penalty: 4403.112305
	Iteration 58Q: 3 clusters Score -1069923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1069923.375000 Penalty: 4403.112305
	Iteration 59Q: 3 clusters Score -1069923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1069923.875000 Penalty: 4403.112305
	Iteration 60F: 3 clusters Score -1069924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1069924.875000 Penalty: 4403.112305
	Iteration 61Q: 3 clusters Score -1069925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1069925.625000 Penalty: 4403.112305
	Iteration 62Q: 3 clusters Score -1069926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1069925.750000 Penalty: 4403.112305
	Iteration 63Q: 3 clusters Score -1069926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1069928.250000 Penalty: 4403.112305
	Iteration 64Q: 3 clusters Score -1069928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1069928.750000 Penalty: 4403.112305
	Iteration 65Q: 3 clusters Score -1069929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1069929.125000 Penalty: 4403.112305
	Iteration 66Q: 3 clusters Score -1069929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1069929.125000 Penalty: 4403.112305
	Iteration 67F: 3 clusters Score -1069929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -29858.591797 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -29858.59 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 124 members 
Entering Unmasked Estep 
Score: -28895.876953 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -28895.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29193.992188 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -29193.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29279.992188 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -29279.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29318.001953 Penalty: 2752.341797
	Iteration 3F: 3 clusters Score -29318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29354.015625 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -29354.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29379.625000 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -29379.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29388.277344 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -29388.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29390.199219 Penalty: 2752.341797
	Iteration 7Q: 3 clusters Score -29390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29394.281250 Penalty: 2752.341797
	Iteration 8Q: 3 clusters Score -29394.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29394.281250 Penalty: 2752.341797
	Iteration 9F: 3 clusters Score -29394.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -363395.437500 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -363395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -360554.375000 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -360554.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -361177.937500 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -361177.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361395.187500 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -361395.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -361581.156250 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -361581.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -361771.906250 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -361771.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -361858.187500 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -361858.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -361930.062500 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -361930.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -362023.937500 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -362023.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -362141.187500 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -362141.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -362263.937500 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -362263.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -362391.531250 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -362391.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -362510.875000 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -362510.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -362643.812500 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -362643.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -362768.250000 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -362768.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -362852.406250 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -362852.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -362927.062500 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -362927.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -363036.375000 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -363036.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -363239.406250 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -363239.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -363535.187500 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -363535.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -363884.625000 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -363884.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -364008.250000 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -364008.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -364085.187500 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -364085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -364136.625000 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -364136.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -364177.593750 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -364177.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -364206.625000 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -364206.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -364234.781250 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -364234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -364240.187500 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -364240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -364244.875000 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -364244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -364246.656250 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -364246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -364247.812500 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -364247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -364247.875000 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -364247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -364247.875000 Penalty: 3867.252686
	Iteration 31F: 3 clusters Score -364247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1811 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 622 members 
Entering Unmasked Estep 
Score: -120389528.000000 Penalty: 151630.234375
Splitting cluster 36 changes total score from -120390352.000000 to -120389528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150470.703125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150470.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150811.546875 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150811.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150922.234375 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150922.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -150985.578125 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150985.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151028.000000 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -151028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151054.984375 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -151055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151071.468750 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -151071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -151080.390625 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -151080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -151089.796875 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -151089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -151094.156250 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -151094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151100.515625 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -151100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151109.781250 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -151109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -151112.859375 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -151112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -151114.343750 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -151114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -151114.812500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -151114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -151115.578125 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -151115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -151115.578125 Penalty: 3431.181885
	Iteration 16F: 3 clusters Score -151115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Entering Unmasked Estep 
Score: -909268.250000 Penalty: 2160.560303
	Iteration 0F: 2 clusters Score -909268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -904128.625000 Penalty: 4321.120605
	Iteration 0F: 3 clusters Score -904128.6 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -905460.000000 Penalty: 4321.120605
	Iteration 1F: 3 clusters Score -905460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -905745.437500 Penalty: 4321.120605
	Iteration 2F: 3 clusters Score -905745.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -905955.250000 Penalty: 4321.120605
	Iteration 3F: 3 clusters Score -905955.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -906151.562500 Penalty: 4321.120605
	Iteration 4Q: 3 clusters Score -906151.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -906325.937500 Penalty: 4321.120605
	Iteration 5Q: 3 clusters Score -906325.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -906472.687500 Penalty: 4321.120605
	Iteration 6Q: 3 clusters Score -906472.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -906606.312500 Penalty: 4321.120605
	Iteration 7Q: 3 clusters Score -906606.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -906718.937500 Penalty: 4321.120605
	Iteration 8Q: 3 clusters Score -906718.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -906805.812500 Penalty: 4321.120605
	Iteration 9Q: 3 clusters Score -906805.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -906878.937500 Penalty: 4321.120605
	Iteration 10Q: 3 clusters Score -906878.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -906952.500000 Penalty: 4321.120605
	Iteration 11Q: 3 clusters Score -906952.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -907024.000000 Penalty: 4321.120605
	Iteration 12Q: 3 clusters Score -907024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -907085.562500 Penalty: 4321.120605
	Iteration 13Q: 3 clusters Score -907085.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -907143.562500 Penalty: 4321.120605
	Iteration 14Q: 3 clusters Score -907143.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -907191.437500 Penalty: 4321.120605
	Iteration 15Q: 3 clusters Score -907191.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -907228.187500 Penalty: 4321.120605
	Iteration 16Q: 3 clusters Score -907228.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -907263.437500 Penalty: 4321.120605
	Iteration 17Q: 3 clusters Score -907263.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -907284.562500 Penalty: 4321.120605
	Iteration 18Q: 3 clusters Score -907284.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -907303.250000 Penalty: 4321.120605
	Iteration 19Q: 3 clusters Score -907303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -907319.625000 Penalty: 4321.120605
	Iteration 20F: 3 clusters Score -907319.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -907334.000000 Penalty: 4321.120605
	Iteration 21Q: 3 clusters Score -907334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -907353.750000 Penalty: 4321.120605
	Iteration 22Q: 3 clusters Score -907353.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -907372.187500 Penalty: 4321.120605
	Iteration 23Q: 3 clusters Score -907372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -907395.125000 Penalty: 4321.120605
	Iteration 24Q: 3 clusters Score -907395.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -907411.312500 Penalty: 4321.120605
	Iteration 25Q: 3 clusters Score -907411.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -907433.812500 Penalty: 4321.120605
	Iteration 26Q: 3 clusters Score -907433.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -907461.312500 Penalty: 4321.120605
	Iteration 27Q: 3 clusters Score -907461.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -907491.875000 Penalty: 4321.120605
	Iteration 28Q: 3 clusters Score -907491.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -907522.812500 Penalty: 4321.120605
	Iteration 29Q: 3 clusters Score -907522.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -907564.437500 Penalty: 4321.120605
	Iteration 30Q: 3 clusters Score -907564.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -907596.250000 Penalty: 4321.120605
	Iteration 31Q: 3 clusters Score -907596.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -907635.500000 Penalty: 4321.120605
	Iteration 32Q: 3 clusters Score -907635.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -907669.250000 Penalty: 4321.120605
	Iteration 33Q: 3 clusters Score -907669.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -907706.250000 Penalty: 4321.120605
	Iteration 34Q: 3 clusters Score -907706.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -907735.812500 Penalty: 4321.120605
	Iteration 35Q: 3 clusters Score -907735.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -907767.000000 Penalty: 4321.120605
	Iteration 36Q: 3 clusters Score -907767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -907783.562500 Penalty: 4321.120605
	Iteration 37Q: 3 clusters Score -907783.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -907807.062500 Penalty: 4321.120605
	Iteration 38Q: 3 clusters Score -907807.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -907824.687500 Penalty: 4321.120605
	Iteration 39Q: 3 clusters Score -907824.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -907836.625000 Penalty: 4321.120605
	Iteration 40F: 3 clusters Score -907836.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -907846.687500 Penalty: 4321.120605
	Iteration 41Q: 3 clusters Score -907846.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -907859.312500 Penalty: 4321.120605
	Iteration 42Q: 3 clusters Score -907859.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -907870.125000 Penalty: 4321.120605
	Iteration 43Q: 3 clusters Score -907870.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -907880.500000 Penalty: 4321.120605
	Iteration 44Q: 3 clusters Score -907880.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -907888.437500 Penalty: 4321.120605
	Iteration 45Q: 3 clusters Score -907888.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -907897.062500 Penalty: 4321.120605
	Iteration 46Q: 3 clusters Score -907897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -907900.375000 Penalty: 4321.120605
	Iteration 47Q: 3 clusters Score -907900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -907904.812500 Penalty: 4321.120605
	Iteration 48Q: 3 clusters Score -907904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -907909.750000 Penalty: 4321.120605
	Iteration 49Q: 3 clusters Score -907909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -907912.812500 Penalty: 4321.120605
	Iteration 50Q: 3 clusters Score -907912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -907917.250000 Penalty: 4321.120605
	Iteration 51Q: 3 clusters Score -907917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -907921.937500 Penalty: 4321.120605
	Iteration 52Q: 3 clusters Score -907921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -907925.437500 Penalty: 4321.120605
	Iteration 53Q: 3 clusters Score -907925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -907933.125000 Penalty: 4321.120605
	Iteration 54Q: 3 clusters Score -907933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -907937.750000 Penalty: 4321.120605
	Iteration 55Q: 3 clusters Score -907937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -907947.000000 Penalty: 4321.120605
	Iteration 56Q: 3 clusters Score -907947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -907951.000000 Penalty: 4321.120605
	Iteration 57Q: 3 clusters Score -907951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -907957.000000 Penalty: 4321.120605
	Iteration 58Q: 3 clusters Score -907957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -907963.812500 Penalty: 4321.120605
	Iteration 59Q: 3 clusters Score -907963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -907978.625000 Penalty: 4321.120605
	Iteration 60F: 3 clusters Score -907978.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -907984.937500 Penalty: 4321.120605
	Iteration 61Q: 3 clusters Score -907984.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -907995.437500 Penalty: 4321.120605
	Iteration 62Q: 3 clusters Score -907995.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -908004.687500 Penalty: 4321.120605
	Iteration 63Q: 3 clusters Score -908004.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -908019.062500 Penalty: 4321.120605
	Iteration 64Q: 3 clusters Score -908019.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -908034.250000 Penalty: 4321.120605
	Iteration 65Q: 3 clusters Score -908034.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -908051.250000 Penalty: 4321.120605
	Iteration 66Q: 3 clusters Score -908051.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -908079.875000 Penalty: 4321.120605
	Iteration 67Q: 3 clusters Score -908079.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -908116.187500 Penalty: 4321.120605
	Iteration 68Q: 3 clusters Score -908116.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -908156.375000 Penalty: 4321.120605
	Iteration 69Q: 3 clusters Score -908156.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -908205.812500 Penalty: 4321.120605
	Iteration 70Q: 3 clusters Score -908205.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -908257.187500 Penalty: 4321.120605
	Iteration 71Q: 3 clusters Score -908257.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -908328.000000 Penalty: 4321.120605
	Iteration 72Q: 3 clusters Score -908328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -908384.625000 Penalty: 4321.120605
	Iteration 73Q: 3 clusters Score -908384.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -908459.500000 Penalty: 4321.120605
	Iteration 74Q: 3 clusters Score -908459.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -908535.250000 Penalty: 4321.120605
	Iteration 75Q: 3 clusters Score -908535.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -908610.750000 Penalty: 4321.120605
	Iteration 76Q: 3 clusters Score -908610.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -908711.500000 Penalty: 4321.120605
	Iteration 77Q: 3 clusters Score -908711.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -908852.187500 Penalty: 4321.120605
	Iteration 78Q: 3 clusters Score -908852.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -909016.812500 Penalty: 4321.120605
	Iteration 79Q: 3 clusters Score -909016.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -909238.750000 Penalty: 4321.120605
	Iteration 80F: 3 clusters Score -909238.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -909541.187500 Penalty: 4321.120605
	Iteration 81Q: 3 clusters Score -909541.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -909857.625000 Penalty: 4321.120605
	Iteration 82Q: 3 clusters Score -909857.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -910035.562500 Penalty: 4321.120605
	Iteration 83Q: 3 clusters Score -910035.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -910147.125000 Penalty: 4321.120605
	Iteration 84Q: 3 clusters Score -910147.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -910228.375000 Penalty: 4321.120605
	Iteration 85Q: 3 clusters Score -910228.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -910275.437500 Penalty: 4321.120605
	Iteration 86Q: 3 clusters Score -910275.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -910313.500000 Penalty: 4321.120605
	Iteration 87Q: 3 clusters Score -910313.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -910326.750000 Penalty: 4321.120605
	Iteration 88Q: 3 clusters Score -910326.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -910341.000000 Penalty: 4321.120605
	Iteration 89Q: 3 clusters Score -910341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -910350.312500 Penalty: 4321.120605
	Iteration 90Q: 3 clusters Score -910350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -910358.687500 Penalty: 4321.120605
	Iteration 91Q: 3 clusters Score -910358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -910360.687500 Penalty: 4321.120605
	Iteration 92Q: 3 clusters Score -910360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -910363.187500 Penalty: 4321.120605
	Iteration 93Q: 3 clusters Score -910363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -910362.875000 Penalty: 4321.120605
	Iteration 94Q: 3 clusters Score -910362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -910364.875000 Penalty: 4321.120605
	Iteration 95Q: 3 clusters Score -910364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -910363.437500 Penalty: 4321.120605
	Iteration 96Q: 3 clusters Score -910363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -910364.437500 Penalty: 4321.120605
	Iteration 97Q: 3 clusters Score -910364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -910364.312500 Penalty: 4321.120605
	Iteration 98Q: 3 clusters Score -910364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -910363.312500 Penalty: 4321.120605
	Iteration 99Q: 3 clusters Score -910363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -910367.062500 Penalty: 4321.120605
	Iteration 100F: 3 clusters Score -910367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -910371.562500 Penalty: 4321.120605
	Iteration 101Q: 3 clusters Score -910371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -910370.562500 Penalty: 4321.120605
	Iteration 102Q: 3 clusters Score -910370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -910372.250000 Penalty: 4321.120605
	Iteration 103Q: 3 clusters Score -910372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -910371.625000 Penalty: 4321.120605
	Iteration 104Q: 3 clusters Score -910371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -910371.625000 Penalty: 4321.120605
	Iteration 105F: 3 clusters Score -910371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 2615 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 3460 members 
Entering Unmasked Estep 
Score: -120390296.000000 Penalty: 151630.234375
Splitting cluster 38 changes total score from -120390352.000000 to -120390296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (37843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Entering Unmasked Estep 
Score: -5881009.500000 Penalty: 2614.218018
	Iteration 0F: 2 clusters Score -5881010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -5855206.500000 Penalty: 5228.436035
	Iteration 0F: 3 clusters Score -5855206 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -5864648.500000 Penalty: 5228.436035
	Iteration 1F: 3 clusters Score -5864648 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -5865191.500000 Penalty: 5228.436035
	Iteration 2Q: 3 clusters Score -5865192 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -5865665.000000 Penalty: 5228.436035
	Iteration 3Q: 3 clusters Score -5865665 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5866149.000000 Penalty: 5228.436035
	Iteration 4Q: 3 clusters Score -5866149 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -5866639.500000 Penalty: 5228.436035
	Iteration 5Q: 3 clusters Score -5866640 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5867178.000000 Penalty: 5228.436035
	Iteration 6Q: 3 clusters Score -5867178 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5867915.000000 Penalty: 5228.436035
	Iteration 7Q: 3 clusters Score -5867915 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5868978.500000 Penalty: 5228.436035
	Iteration 8Q: 3 clusters Score -5868978 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -5870505.000000 Penalty: 5228.436035
	Iteration 9F: 3 clusters Score -5870505 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5872527.000000 Penalty: 5228.436035
	Iteration 10F: 3 clusters Score -5872527 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5874778.000000 Penalty: 5228.436035
	Iteration 11F: 3 clusters Score -5874778 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5876523.000000 Penalty: 5228.436035
	Iteration 12F: 3 clusters Score -5876523 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5877586.000000 Penalty: 5228.436035
	Iteration 13Q: 3 clusters Score -5877586 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5878096.500000 Penalty: 5228.436035
	Iteration 14Q: 3 clusters Score -5878096 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5878407.000000 Penalty: 5228.436035
	Iteration 15Q: 3 clusters Score -5878407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5878556.500000 Penalty: 5228.436035
	Iteration 16Q: 3 clusters Score -5878556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5878652.000000 Penalty: 5228.436035
	Iteration 17Q: 3 clusters Score -5878652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5878717.500000 Penalty: 5228.436035
	Iteration 18Q: 3 clusters Score -5878718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5878751.000000 Penalty: 5228.436035
	Iteration 19Q: 3 clusters Score -5878751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5878785.500000 Penalty: 5228.436035
	Iteration 20F: 3 clusters Score -5878786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5878797.500000 Penalty: 5228.436035
	Iteration 21Q: 3 clusters Score -5878798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5878810.500000 Penalty: 5228.436035
	Iteration 22Q: 3 clusters Score -5878810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5878821.000000 Penalty: 5228.436035
	Iteration 23Q: 3 clusters Score -5878821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5878830.500000 Penalty: 5228.436035
	Iteration 24Q: 3 clusters Score -5878830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5878836.000000 Penalty: 5228.436035
	Iteration 25Q: 3 clusters Score -5878836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5878836.000000 Penalty: 5228.436035
	Iteration 26Q: 3 clusters Score -5878836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5878845.500000 Penalty: 5228.436035
	Iteration 27Q: 3 clusters Score -5878846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5878848.000000 Penalty: 5228.436035
	Iteration 28Q: 3 clusters Score -5878848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5878856.500000 Penalty: 5228.436035
	Iteration 29Q: 3 clusters Score -5878856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5878856.500000 Penalty: 5228.436035
	Iteration 30Q: 3 clusters Score -5878856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5878860.500000 Penalty: 5228.436035
	Iteration 31Q: 3 clusters Score -5878860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5878856.500000 Penalty: 5228.436035
	Iteration 32Q: 3 clusters Score -5878856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5878856.500000 Penalty: 5228.436035
	Iteration 33F: 3 clusters Score -5878856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -916219.687500 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -916219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -911029.875000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -911029.9 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -912469.750000 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -912469.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -912824.562500 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -912824.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -913081.562500 Penalty: 4322.425293
	Iteration 3F: 3 clusters Score -913081.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -913300.437500 Penalty: 4322.425293
	Iteration 4F: 3 clusters Score -913300.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -913497.562500 Penalty: 4322.425293
	Iteration 5Q: 3 clusters Score -913497.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -913674.000000 Penalty: 4322.425293
	Iteration 6Q: 3 clusters Score -913674 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -913829.375000 Penalty: 4322.425293
	Iteration 7Q: 3 clusters Score -913829.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -913980.875000 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -913980.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -914131.375000 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -914131.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -914260.937500 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -914260.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -914359.312500 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -914359.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -914454.875000 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -914454.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -914519.687500 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -914519.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -914570.875000 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -914570.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -914613.062500 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -914613.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -914643.562500 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -914643.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -914660.687500 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -914660.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -914670.562500 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -914670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -914676.687500 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -914676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -914681.375000 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -914681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -914685.437500 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -914685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -914686.937500 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -914686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -914687.125000 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -914687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -914689.812500 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -914689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -914689.000000 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -914689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -914690.062500 Penalty: 4322.425293
	Iteration 26Q: 3 clusters Score -914690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -914691.250000 Penalty: 4322.425293
	Iteration 27Q: 3 clusters Score -914691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -914691.250000 Penalty: 4322.425293
	Iteration 28F: 3 clusters Score -914691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -166393.250000 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -166393.2 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 561 members 
Entering Unmasked Estep 
Score: -164400.062500 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -164400.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -164924.828125 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -164924.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165177.078125 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -165177.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -165287.140625 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -165287.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -165345.468750 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -165345.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -165390.078125 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -165390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -165408.718750 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -165408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -165421.453125 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -165421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165427.156250 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -165427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -165430.593750 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -165430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -165433.546875 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -165433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -165439.828125 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -165439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -165440.671875 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -165440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -165442.031250 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -165442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -165442.703125 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -165442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -165442.703125 Penalty: 3486.427490
	Iteration 15F: 3 clusters Score -165442.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Entering Unmasked Estep 
Score: -1711302.375000 Penalty: 2324.833496
	Iteration 0F: 2 clusters Score -1711302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1702502.625000 Penalty: 4649.666992
	Iteration 0F: 3 clusters Score -1702503 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1705835.375000 Penalty: 4649.666992
	Iteration 1F: 3 clusters Score -1705835 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1706807.000000 Penalty: 4649.666992
	Iteration 2F: 3 clusters Score -1706807 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1707709.875000 Penalty: 4649.666992
	Iteration 3F: 3 clusters Score -1707710 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1708476.375000 Penalty: 4649.666992
	Iteration 4F: 3 clusters Score -1708476 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1709092.625000 Penalty: 4649.666992
	Iteration 5F: 3 clusters Score -1709093 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1709551.250000 Penalty: 4649.666992
	Iteration 6F: 3 clusters Score -1709551 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1709859.375000 Penalty: 4649.666992
	Iteration 7Q: 3 clusters Score -1709859 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1710052.625000 Penalty: 4649.666992
	Iteration 8Q: 3 clusters Score -1710053 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1710197.625000 Penalty: 4649.666992
	Iteration 9Q: 3 clusters Score -1710198 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1710317.750000 Penalty: 4649.666992
	Iteration 10Q: 3 clusters Score -1710318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1710423.125000 Penalty: 4649.666992
	Iteration 11Q: 3 clusters Score -1710423 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1710499.000000 Penalty: 4649.666992
	Iteration 12Q: 3 clusters Score -1710499 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1710561.000000 Penalty: 4649.666992
	Iteration 13Q: 3 clusters Score -1710561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1710600.875000 Penalty: 4649.666992
	Iteration 14Q: 3 clusters Score -1710601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1710634.875000 Penalty: 4649.666992
	Iteration 15Q: 3 clusters Score -1710635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1710657.125000 Penalty: 4649.666992
	Iteration 16Q: 3 clusters Score -1710657 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1710672.375000 Penalty: 4649.666992
	Iteration 17Q: 3 clusters Score -1710672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1710694.500000 Penalty: 4649.666992
	Iteration 18Q: 3 clusters Score -1710694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1710702.375000 Penalty: 4649.666992
	Iteration 19Q: 3 clusters Score -1710702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1710717.125000 Penalty: 4649.666992
	Iteration 20F: 3 clusters Score -1710717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1710731.125000 Penalty: 4649.666992
	Iteration 21Q: 3 clusters Score -1710731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1710741.500000 Penalty: 4649.666992
	Iteration 22Q: 3 clusters Score -1710742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1710743.625000 Penalty: 4649.666992
	Iteration 23Q: 3 clusters Score -1710744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1710748.875000 Penalty: 4649.666992
	Iteration 24Q: 3 clusters Score -1710749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1710755.125000 Penalty: 4649.666992
	Iteration 25Q: 3 clusters Score -1710755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1710756.250000 Penalty: 4649.666992
	Iteration 26Q: 3 clusters Score -1710756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1710764.750000 Penalty: 4649.666992
	Iteration 27Q: 3 clusters Score -1710765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1710767.875000 Penalty: 4649.666992
	Iteration 28Q: 3 clusters Score -1710768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1710769.375000 Penalty: 4649.666992
	Iteration 29Q: 3 clusters Score -1710769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1710773.125000 Penalty: 4649.666992
	Iteration 30Q: 3 clusters Score -1710773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1710772.000000 Penalty: 4649.666992
	Iteration 31Q: 3 clusters Score -1710772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1710787.000000 Penalty: 4649.666992
	Iteration 32Q: 3 clusters Score -1710787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1710787.375000 Penalty: 4649.666992
	Iteration 33Q: 3 clusters Score -1710787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1710792.625000 Penalty: 4649.666992
	Iteration 34Q: 3 clusters Score -1710793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1710798.750000 Penalty: 4649.666992
	Iteration 35Q: 3 clusters Score -1710799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1710798.500000 Penalty: 4649.666992
	Iteration 36Q: 3 clusters Score -1710798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1710802.500000 Penalty: 4649.666992
	Iteration 37Q: 3 clusters Score -1710802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1710805.375000 Penalty: 4649.666992
	Iteration 38Q: 3 clusters Score -1710805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1710804.750000 Penalty: 4649.666992
	Iteration 39Q: 3 clusters Score -1710805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1710808.375000 Penalty: 4649.666992
	Iteration 40F: 3 clusters Score -1710808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1710802.500000 Penalty: 4649.666992
	Iteration 41Q: 3 clusters Score -1710802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1710812.375000 Penalty: 4649.666992
	Iteration 42Q: 3 clusters Score -1710812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1710810.875000 Penalty: 4649.666992
	Iteration 43Q: 3 clusters Score -1710811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1710811.250000 Penalty: 4649.666992
	Iteration 44Q: 3 clusters Score -1710811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1710812.375000 Penalty: 4649.666992
	Iteration 45Q: 3 clusters Score -1710812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1710816.375000 Penalty: 4649.666992
	Iteration 46Q: 3 clusters Score -1710816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1710820.375000 Penalty: 4649.666992
	Iteration 47Q: 3 clusters Score -1710820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1710818.750000 Penalty: 4649.666992
	Iteration 48Q: 3 clusters Score -1710819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1710818.625000 Penalty: 4649.666992
	Iteration 49Q: 3 clusters Score -1710819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1710818.250000 Penalty: 4649.666992
	Iteration 50Q: 3 clusters Score -1710818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1710822.000000 Penalty: 4649.666992
	Iteration 51Q: 3 clusters Score -1710822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1710820.875000 Penalty: 4649.666992
	Iteration 52Q: 3 clusters Score -1710821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1710821.750000 Penalty: 4649.666992
	Iteration 53Q: 3 clusters Score -1710822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1710820.375000 Penalty: 4649.666992
	Iteration 54Q: 3 clusters Score -1710820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1710822.625000 Penalty: 4649.666992
	Iteration 55Q: 3 clusters Score -1710823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1710825.250000 Penalty: 4649.666992
	Iteration 56Q: 3 clusters Score -1710825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1710825.375000 Penalty: 4649.666992
	Iteration 57Q: 3 clusters Score -1710825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1710826.375000 Penalty: 4649.666992
	Iteration 58Q: 3 clusters Score -1710826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1710828.125000 Penalty: 4649.666992
	Iteration 59Q: 3 clusters Score -1710828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1710824.500000 Penalty: 4649.666992
	Iteration 60F: 3 clusters Score -1710824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1710823.875000 Penalty: 4649.666992
	Iteration 61Q: 3 clusters Score -1710824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1710825.375000 Penalty: 4649.666992
	Iteration 62Q: 3 clusters Score -1710825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1710821.500000 Penalty: 4649.666992
	Iteration 63Q: 3 clusters Score -1710822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1710821.625000 Penalty: 4649.666992
	Iteration 64Q: 3 clusters Score -1710822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1710823.000000 Penalty: 4649.666992
	Iteration 65Q: 3 clusters Score -1710823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1710823.000000 Penalty: 4649.666992
	Iteration 66F: 3 clusters Score -1710823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Entering Unmasked Estep 
Score: -1102639.125000 Penalty: 2204.035156
	Iteration 0F: 2 clusters Score -1102639 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 3552 members 
Entering Unmasked Estep 
Score: -1096681.500000 Penalty: 4408.070312
	Iteration 0F: 3 clusters Score -1096682 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1098311.250000 Penalty: 4408.070312
	Iteration 1F: 3 clusters Score -1098311 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1098706.500000 Penalty: 4408.070312
	Iteration 2F: 3 clusters Score -1098706 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1099004.500000 Penalty: 4408.070312
	Iteration 3F: 3 clusters Score -1099004 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1099260.500000 Penalty: 4408.070312
	Iteration 4F: 3 clusters Score -1099260 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1099518.875000 Penalty: 4408.070312
	Iteration 5F: 3 clusters Score -1099519 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1099716.750000 Penalty: 4408.070312
	Iteration 6Q: 3 clusters Score -1099717 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1099920.125000 Penalty: 4408.070312
	Iteration 7Q: 3 clusters Score -1099920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1100105.500000 Penalty: 4408.070312
	Iteration 8Q: 3 clusters Score -1100106 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1100267.500000 Penalty: 4408.070312
	Iteration 9Q: 3 clusters Score -1100268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1100411.375000 Penalty: 4408.070312
	Iteration 10Q: 3 clusters Score -1100411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1100531.250000 Penalty: 4408.070312
	Iteration 11Q: 3 clusters Score -1100531 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1100656.625000 Penalty: 4408.070312
	Iteration 12Q: 3 clusters Score -1100657 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1100758.625000 Penalty: 4408.070312
	Iteration 13Q: 3 clusters Score -1100759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1100845.000000 Penalty: 4408.070312
	Iteration 14Q: 3 clusters Score -1100845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1100889.375000 Penalty: 4408.070312
	Iteration 15Q: 3 clusters Score -1100889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1100925.500000 Penalty: 4408.070312
	Iteration 16Q: 3 clusters Score -1100926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1100961.500000 Penalty: 4408.070312
	Iteration 17Q: 3 clusters Score -1100962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1100997.500000 Penalty: 4408.070312
	Iteration 18Q: 3 clusters Score -1100998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1101043.625000 Penalty: 4408.070312
	Iteration 19Q: 3 clusters Score -1101044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1101092.875000 Penalty: 4408.070312
	Iteration 20F: 3 clusters Score -1101093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1101171.750000 Penalty: 4408.070312
	Iteration 21Q: 3 clusters Score -1101172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1101267.000000 Penalty: 4408.070312
	Iteration 22Q: 3 clusters Score -1101267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1101315.500000 Penalty: 4408.070312
	Iteration 23Q: 3 clusters Score -1101316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1101339.125000 Penalty: 4408.070312
	Iteration 24Q: 3 clusters Score -1101339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1101353.875000 Penalty: 4408.070312
	Iteration 25Q: 3 clusters Score -1101354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1101360.250000 Penalty: 4408.070312
	Iteration 26Q: 3 clusters Score -1101360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1101363.500000 Penalty: 4408.070312
	Iteration 27Q: 3 clusters Score -1101364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1101366.375000 Penalty: 4408.070312
	Iteration 28Q: 3 clusters Score -1101366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1101369.125000 Penalty: 4408.070312
	Iteration 29Q: 3 clusters Score -1101369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1101367.250000 Penalty: 4408.070312
	Iteration 30Q: 3 clusters Score -1101367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1101367.250000 Penalty: 4408.070312
	Iteration 31F: 3 clusters Score -1101367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -139921.625000 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -139921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138062.953125 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -138063 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138390.875000 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -138390.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138479.437500 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -138479.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138537.875000 Penalty: 3393.970947
	Iteration 3Q: 3 clusters Score -138537.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -138640.109375 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -138640.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138802.406250 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -138802.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138937.265625 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -138937.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139043.500000 Penalty: 3393.970947
	Iteration 7F: 3 clusters Score -139043.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139120.343750 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -139120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139151.171875 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -139151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -139170.687500 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -139170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139189.453125 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -139189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139191.625000 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -139191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139191.625000 Penalty: 3393.970947
	Iteration 13F: 3 clusters Score -139191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 36091 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47207 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 20060 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102274 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20370 members 
Mstep: Class 29 contains 207 members 
Mstep: Class 30 contains 85509 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 37843 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7239 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390152.000000 Penalty: 148260.671875
Iteration 239Q: 45 clusters Score -1.203902e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 36096 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62790 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47208 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20073 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44711 members 
Mstep: Class 14 contains 52996 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 102280 members 
Mstep: Class 19 contains 17154 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 13123 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20361 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 85492 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 18018 members 
Mstep: Class 34 contains 7166 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6079 members 
Mstep: Class 39 contains 37849 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11780 members 
Mstep: Class 43 contains 7244 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390296.000000 Penalty: 148260.671875
Iteration 240F: 45 clusters Score -1.203903e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1495 members 
Mstep: Class 3 contains 36101 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47208 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20087 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44714 members 
Mstep: Class 14 contains 52993 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102288 members 
Mstep: Class 19 contains 17092 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 13123 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20341 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 85476 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15001 members 
Mstep: Class 33 contains 18064 members 
Mstep: Class 34 contains 7166 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6086 members 
Mstep: Class 39 contains 37850 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7255 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390400.000000 Penalty: 148260.671875
Iteration 241Q: 45 clusters Score -1.203904e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 36102 members 
Mstep: Class 4 contains 6198 members 
Mstep: Class 5 contains 62785 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47211 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20096 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44721 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102292 members 
Mstep: Class 19 contains 17032 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20327 members 
Mstep: Class 29 contains 206 members 
Mstep: Class 30 contains 85463 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 15000 members 
Mstep: Class 33 contains 18107 members 
Mstep: Class 34 contains 7164 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6091 members 
Mstep: Class 39 contains 37856 members 
Mstep: Class 40 contains 6095 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11780 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390584.000000 Penalty: 148260.671875
Iteration 242Q: 45 clusters Score -1.203906e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 36107 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 62784 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47215 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20108 members 
Mstep: Class 11 contains 23051 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44723 members 
Mstep: Class 14 contains 52990 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 102296 members 
Mstep: Class 19 contains 16967 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 13124 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20300 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85441 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14999 members 
Mstep: Class 33 contains 18160 members 
Mstep: Class 34 contains 7164 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6098 members 
Mstep: Class 39 contains 37856 members 
Mstep: Class 40 contains 6096 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11782 members 
Mstep: Class 43 contains 7285 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390456.000000 Penalty: 148260.671875
Iteration 243Q: 45 clusters Score -1.203905e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 36103 members 
Mstep: Class 4 contains 6201 members 
Mstep: Class 5 contains 62782 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47216 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20116 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44728 members 
Mstep: Class 14 contains 52990 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102302 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 13128 members 
Mstep: Class 22 contains 4332 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20271 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85432 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14999 members 
Mstep: Class 33 contains 18199 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6105 members 
Mstep: Class 39 contains 37858 members 
Mstep: Class 40 contains 6097 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11787 members 
Mstep: Class 43 contains 7307 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390304.000000 Penalty: 148260.671875
Iteration 244Q: 45 clusters Score -1.203903e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 36099 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 62774 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47219 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20128 members 
Mstep: Class 11 contains 23049 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44733 members 
Mstep: Class 14 contains 52983 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102303 members 
Mstep: Class 19 contains 16845 members 
Mstep: Class 20 contains 5049 members 
Mstep: Class 21 contains 13132 members 
Mstep: Class 22 contains 4329 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 20242 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85420 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14997 members 
Mstep: Class 33 contains 18248 members 
Mstep: Class 34 contains 7159 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6112 members 
Mstep: Class 39 contains 37860 members 
Mstep: Class 40 contains 6097 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11790 members 
Mstep: Class 43 contains 7338 members 
Mstep: Class 44 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390328.000000 Penalty: 148260.671875
Iteration 245Q: 45 clusters Score -1.203903e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 36094 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 62775 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 34921 members 
Mstep: Class 8 contains 47222 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20137 members 
Mstep: Class 11 contains 23047 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44734 members 
Mstep: Class 14 contains 52979 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7644 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 102303 members 
Mstep: Class 19 contains 16801 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56328 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20194 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85417 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14995 members 
Mstep: Class 33 contains 18285 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6113 members 
Mstep: Class 39 contains 37867 members 
Mstep: Class 40 contains 6097 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11790 members 
Mstep: Class 43 contains 7388 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390424.000000 Penalty: 148260.671875
Iteration 246Q: 45 clusters Score -1.203904e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 36098 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 62773 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34922 members 
Mstep: Class 8 contains 47223 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20146 members 
Mstep: Class 11 contains 23045 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44740 members 
Mstep: Class 14 contains 52979 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102300 members 
Mstep: Class 19 contains 16757 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20144 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85407 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14994 members 
Mstep: Class 33 contains 18323 members 
Mstep: Class 34 contains 7152 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6114 members 
Mstep: Class 39 contains 37869 members 
Mstep: Class 40 contains 6098 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11792 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390336.000000 Penalty: 148260.671875
Iteration 247Q: 45 clusters Score -1.203903e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 36089 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 62770 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34921 members 
Mstep: Class 8 contains 47224 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20152 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44740 members 
Mstep: Class 14 contains 52983 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102295 members 
Mstep: Class 19 contains 16729 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56328 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20102 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85400 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14992 members 
Mstep: Class 33 contains 18350 members 
Mstep: Class 34 contains 7142 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6115 members 
Mstep: Class 39 contains 37869 members 
Mstep: Class 40 contains 6098 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11799 members 
Mstep: Class 43 contains 7484 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390456.000000 Penalty: 148260.671875
Iteration 248Q: 45 clusters Score -1.203905e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 36080 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 62770 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 23041 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 52977 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7645 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102289 members 
Mstep: Class 19 contains 16706 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 13134 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20062 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85394 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14988 members 
Mstep: Class 33 contains 18382 members 
Mstep: Class 34 contains 7138 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2433 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6114 members 
Mstep: Class 39 contains 37871 members 
Mstep: Class 40 contains 6096 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 7536 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390408.000000 Penalty: 148260.671875
Iteration 249Q: 45 clusters Score -1.203904e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 36070 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 62765 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34921 members 
Mstep: Class 8 contains 47230 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 23044 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 52971 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7648 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 102286 members 
Mstep: Class 19 contains 16685 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 13134 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 20021 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85392 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14984 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 7138 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6108 members 
Mstep: Class 39 contains 37874 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11810 members 
Mstep: Class 43 contains 7575 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390504.000000 Penalty: 148260.671875
Iteration 250Q: 45 clusters Score -1.203905e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 36064 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 62761 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34921 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20161 members 
Mstep: Class 11 contains 23039 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 52971 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7652 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102283 members 
Mstep: Class 19 contains 16681 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 13130 members 
Mstep: Class 22 contains 4322 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16416 members 
Mstep: Class 28 contains 19991 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85386 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 18423 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6108 members 
Mstep: Class 39 contains 37878 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11815 members 
Mstep: Class 43 contains 7609 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390376.000000 Penalty: 148260.671875
Iteration 251Q: 45 clusters Score -1.203904e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 36060 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 62760 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34922 members 
Mstep: Class 8 contains 47233 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 23037 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44746 members 
Mstep: Class 14 contains 52966 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7656 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 102284 members 
Mstep: Class 19 contains 16667 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 13130 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16417 members 
Mstep: Class 28 contains 19956 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85385 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14976 members 
Mstep: Class 33 contains 18440 members 
Mstep: Class 34 contains 7128 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6109 members 
Mstep: Class 39 contains 37880 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11822 members 
Mstep: Class 43 contains 7642 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390352.000000 Penalty: 148260.671875
Iteration 252Q: 45 clusters Score -1.203904e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 36057 members 
Mstep: Class 4 contains 6211 members 
Mstep: Class 5 contains 62758 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47233 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 23034 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44748 members 
Mstep: Class 14 contains 52966 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 102293 members 
Mstep: Class 19 contains 16650 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13131 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19910 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85387 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14974 members 
Mstep: Class 33 contains 18449 members 
Mstep: Class 34 contains 7127 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6114 members 
Mstep: Class 39 contains 37885 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11823 members 
Mstep: Class 43 contains 7675 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390384.000000 Penalty: 148260.671875
Iteration 253Q: 45 clusters Score -1.203904e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 36052 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 62753 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47234 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20163 members 
Mstep: Class 11 contains 23036 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52963 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 102309 members 
Mstep: Class 19 contains 16632 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13135 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19863 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85388 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14972 members 
Mstep: Class 33 contains 18461 members 
Mstep: Class 34 contains 7126 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6123 members 
Mstep: Class 39 contains 37888 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11823 members 
Mstep: Class 43 contains 7704 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390408.000000 Penalty: 148260.671875
Iteration 254Q: 45 clusters Score -1.203904e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 62750 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47233 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20170 members 
Mstep: Class 11 contains 23031 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 52959 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 102315 members 
Mstep: Class 19 contains 16611 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56327 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19825 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85388 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14971 members 
Mstep: Class 33 contains 18475 members 
Mstep: Class 34 contains 7122 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6135 members 
Mstep: Class 39 contains 37886 members 
Mstep: Class 40 contains 6094 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11823 members 
Mstep: Class 43 contains 7733 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390464.000000 Penalty: 148260.671875
Iteration 255Q: 45 clusters Score -1.203905e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 36046 members 
Mstep: Class 4 contains 6219 members 
Mstep: Class 5 contains 62746 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20174 members 
Mstep: Class 11 contains 23029 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 52958 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7662 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102316 members 
Mstep: Class 19 contains 16589 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19804 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85383 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14971 members 
Mstep: Class 33 contains 18489 members 
Mstep: Class 34 contains 7118 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6140 members 
Mstep: Class 39 contains 37891 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 7757 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390592.000000 Penalty: 148260.671875
Iteration 256Q: 45 clusters Score -1.203906e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 36045 members 
Mstep: Class 4 contains 6221 members 
Mstep: Class 5 contains 62743 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47239 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20180 members 
Mstep: Class 11 contains 23030 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44753 members 
Mstep: Class 14 contains 52955 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7662 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102319 members 
Mstep: Class 19 contains 16575 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13139 members 
Mstep: Class 22 contains 4311 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19784 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85378 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14970 members 
Mstep: Class 33 contains 18500 members 
Mstep: Class 34 contains 7115 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6146 members 
Mstep: Class 39 contains 37892 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 7779 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390600.000000 Penalty: 148260.671875
Iteration 257Q: 45 clusters Score -1.203906e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 36042 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 62741 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47239 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20184 members 
Mstep: Class 11 contains 23027 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52953 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7663 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102335 members 
Mstep: Class 19 contains 16566 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 4309 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19762 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85379 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14969 members 
Mstep: Class 33 contains 18509 members 
Mstep: Class 34 contains 7112 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6149 members 
Mstep: Class 39 contains 37891 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11814 members 
Mstep: Class 43 contains 7788 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390616.000000 Penalty: 148260.671875
Iteration 258Q: 45 clusters Score -1.203906e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 36037 members 
Mstep: Class 4 contains 6223 members 
Mstep: Class 5 contains 62738 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47239 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20188 members 
Mstep: Class 11 contains 23023 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44753 members 
Mstep: Class 14 contains 52949 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102338 members 
Mstep: Class 19 contains 16549 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13135 members 
Mstep: Class 22 contains 4307 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19746 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85378 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14969 members 
Mstep: Class 33 contains 18521 members 
Mstep: Class 34 contains 7112 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6152 members 
Mstep: Class 39 contains 37890 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11814 members 
Mstep: Class 43 contains 7812 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390472.000000 Penalty: 148260.671875
Iteration 259Q: 45 clusters Score -1.203905e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 36036 members 
Mstep: Class 4 contains 6225 members 
Mstep: Class 5 contains 62736 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47239 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20192 members 
Mstep: Class 11 contains 23020 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44754 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102332 members 
Mstep: Class 19 contains 16536 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 4306 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56324 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19724 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85374 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14969 members 
Mstep: Class 33 contains 18531 members 
Mstep: Class 34 contains 7113 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2434 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6155 members 
Mstep: Class 39 contains 37890 members 
Mstep: Class 40 contains 6093 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11815 members 
Mstep: Class 43 contains 7841 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390384.000000 Penalty: 148260.671875
Iteration 260F: 45 clusters Score -1.203904e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 36034 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 62734 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47241 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20195 members 
Mstep: Class 11 contains 23016 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52949 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102333 members 
Mstep: Class 19 contains 16527 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4304 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56323 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19699 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85374 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14968 members 
Mstep: Class 33 contains 18535 members 
Mstep: Class 34 contains 7112 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6159 members 
Mstep: Class 39 contains 37890 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11815 members 
Mstep: Class 43 contains 7867 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390360.000000 Penalty: 148260.671875
Iteration 261Q: 45 clusters Score -1.203904e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 36027 members 
Mstep: Class 4 contains 6235 members 
Mstep: Class 5 contains 62731 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47243 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20200 members 
Mstep: Class 11 contains 23007 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52946 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 102337 members 
Mstep: Class 19 contains 16520 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 19676 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85372 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14967 members 
Mstep: Class 33 contains 18544 members 
Mstep: Class 34 contains 7109 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6163 members 
Mstep: Class 39 contains 37887 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 7895 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390304.000000 Penalty: 148260.671875
Iteration 262Q: 45 clusters Score -1.203903e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 36026 members 
Mstep: Class 4 contains 6228 members 
Mstep: Class 5 contains 62732 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 47244 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20201 members 
Mstep: Class 11 contains 23004 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 102329 members 
Mstep: Class 19 contains 16513 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 4301 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56325 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85368 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 18554 members 
Mstep: Class 34 contains 7106 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6166 members 
Mstep: Class 39 contains 37889 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 7924 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390256.000000 Penalty: 148260.671875
Iteration 263Q: 45 clusters Score -1.203903e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 36016 members 
Mstep: Class 4 contains 6223 members 
Mstep: Class 5 contains 62730 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20207 members 
Mstep: Class 11 contains 23002 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52943 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 102320 members 
Mstep: Class 19 contains 16504 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19655 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85366 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14966 members 
Mstep: Class 33 contains 18559 members 
Mstep: Class 34 contains 7105 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6165 members 
Mstep: Class 39 contains 37887 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11823 members 
Mstep: Class 43 contains 7955 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390400.000000 Penalty: 148260.671875
Iteration 264Q: 45 clusters Score -1.203904e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 36006 members 
Mstep: Class 4 contains 6226 members 
Mstep: Class 5 contains 62733 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47247 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 23000 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7668 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 102321 members 
Mstep: Class 19 contains 16494 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 4300 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56326 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19635 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85364 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14965 members 
Mstep: Class 33 contains 18567 members 
Mstep: Class 34 contains 7107 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6163 members 
Mstep: Class 39 contains 37887 members 
Mstep: Class 40 contains 6090 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11822 members 
Mstep: Class 43 contains 7982 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390424.000000 Penalty: 148260.671875
Iteration 265Q: 45 clusters Score -1.203904e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 36007 members 
Mstep: Class 4 contains 6227 members 
Mstep: Class 5 contains 62735 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 20217 members 
Mstep: Class 11 contains 22998 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102325 members 
Mstep: Class 19 contains 16481 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 4298 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19613 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85361 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14964 members 
Mstep: Class 33 contains 18579 members 
Mstep: Class 34 contains 7103 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6162 members 
Mstep: Class 39 contains 37885 members 
Mstep: Class 40 contains 6090 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11822 members 
Mstep: Class 43 contains 8003 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390320.000000 Penalty: 148260.671875
Iteration 266Q: 45 clusters Score -1.203903e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 36005 members 
Mstep: Class 4 contains 6228 members 
Mstep: Class 5 contains 62733 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20220 members 
Mstep: Class 11 contains 22998 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7670 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102330 members 
Mstep: Class 19 contains 16462 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4298 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19591 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85359 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14962 members 
Mstep: Class 33 contains 18589 members 
Mstep: Class 34 contains 7104 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6164 members 
Mstep: Class 39 contains 37886 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11823 members 
Mstep: Class 43 contains 8023 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390320.000000 Penalty: 148260.671875
Iteration 267Q: 45 clusters Score -1.203903e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 62732 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102330 members 
Mstep: Class 19 contains 16446 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 13144 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19564 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85354 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18600 members 
Mstep: Class 34 contains 7104 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6165 members 
Mstep: Class 39 contains 37889 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11822 members 
Mstep: Class 43 contains 8053 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390376.000000 Penalty: 148260.671875
Iteration 268Q: 45 clusters Score -1.203904e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 36004 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 62733 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20223 members 
Mstep: Class 11 contains 22993 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102335 members 
Mstep: Class 19 contains 16436 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 13148 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56330 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19541 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85352 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18602 members 
Mstep: Class 34 contains 7104 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6165 members 
Mstep: Class 39 contains 37892 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 8076 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390424.000000 Penalty: 148260.671875
Iteration 269Q: 45 clusters Score -1.203904e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 36003 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62727 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47247 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20226 members 
Mstep: Class 11 contains 22993 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7678 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102338 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 5075 members 
Mstep: Class 21 contains 13152 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19516 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85351 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18603 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6168 members 
Mstep: Class 39 contains 37895 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 8099 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390416.000000 Penalty: 148260.671875
Iteration 270Q: 45 clusters Score -1.203904e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 35997 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20229 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102347 members 
Mstep: Class 19 contains 16416 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 13150 members 
Mstep: Class 22 contains 4288 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19493 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 85347 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18606 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6169 members 
Mstep: Class 39 contains 37897 members 
Mstep: Class 40 contains 6095 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 8117 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390424.000000 Penalty: 148260.671875
Iteration 271Q: 45 clusters Score -1.203904e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1541 members 
Mstep: Class 3 contains 35990 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20229 members 
Mstep: Class 11 contains 22996 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52947 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102354 members 
Mstep: Class 19 contains 16407 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13150 members 
Mstep: Class 22 contains 4284 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19468 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85343 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18611 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6171 members 
Mstep: Class 39 contains 37900 members 
Mstep: Class 40 contains 6095 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 8139 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390440.000000 Penalty: 148260.671875
Iteration 272Q: 45 clusters Score -1.203904e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 35990 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20229 members 
Mstep: Class 11 contains 22994 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102355 members 
Mstep: Class 19 contains 16400 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19445 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85340 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18614 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6171 members 
Mstep: Class 39 contains 37902 members 
Mstep: Class 40 contains 6095 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8166 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390544.000000 Penalty: 148260.671875
Iteration 273Q: 45 clusters Score -1.203905e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 35986 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20229 members 
Mstep: Class 11 contains 22993 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52946 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7698 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102352 members 
Mstep: Class 19 contains 16394 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13147 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56332 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19418 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85337 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18620 members 
Mstep: Class 34 contains 7100 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6172 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8198 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390544.000000 Penalty: 148260.671875
Iteration 274Q: 45 clusters Score -1.203905e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35986 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 62723 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 20229 members 
Mstep: Class 11 contains 22989 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52944 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7700 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102354 members 
Mstep: Class 19 contains 16392 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13144 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 295 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19392 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85337 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18623 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6174 members 
Mstep: Class 39 contains 37906 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8221 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390608.000000 Penalty: 148260.671875
Iteration 275Q: 45 clusters Score -1.203906e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 35986 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20231 members 
Mstep: Class 11 contains 22987 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52942 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7702 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102351 members 
Mstep: Class 19 contains 16386 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4284 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19369 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85339 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18625 members 
Mstep: Class 34 contains 7101 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6173 members 
Mstep: Class 39 contains 37907 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8247 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390688.000000 Penalty: 148260.671875
Iteration 276Q: 45 clusters Score -1.203907e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 35984 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20232 members 
Mstep: Class 11 contains 22987 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52942 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102354 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56331 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16421 members 
Mstep: Class 28 contains 19348 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85335 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 7100 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6175 members 
Mstep: Class 39 contains 37908 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11815 members 
Mstep: Class 43 contains 8265 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390752.000000 Penalty: 148260.671875
Iteration 277Q: 45 clusters Score -1.203908e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 35982 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34928 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20233 members 
Mstep: Class 11 contains 22984 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102356 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56332 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19326 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85335 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18636 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6176 members 
Mstep: Class 39 contains 37907 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8285 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390584.000000 Penalty: 148260.671875
Iteration 278Q: 45 clusters Score -1.203906e+08 nChanged 73
Entering ConstructFrom: 
Score: -120390584.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -1185241.625000 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -1185242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1178971.250000 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -1178971 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1180723.250000 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -1180723 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1180987.000000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -1180987 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1181188.250000 Penalty: 4449.334473
	Iteration 3F: 3 clusters Score -1181188 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1181381.375000 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -1181381 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1181546.125000 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -1181546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1181702.500000 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -1181702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1181858.625000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -1181859 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1181993.125000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -1181993 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1182129.000000 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -1182129 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1182268.000000 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -1182268 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1182420.125000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -1182420 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1182574.375000 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -1182574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1182727.125000 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -1182727 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1182883.125000 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -1182883 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1183022.750000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -1183023 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1183111.000000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -1183111 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1183169.750000 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -1183170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1183216.750000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -1183217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1183254.125000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -1183254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1183285.125000 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -1183285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1183308.375000 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -1183308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1183329.000000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -1183329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1183351.750000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -1183352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1183363.000000 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -1183363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1183374.375000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -1183374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1183381.125000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -1183381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1183389.750000 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -1183390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1183398.250000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -1183398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1183416.000000 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -1183416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1183438.750000 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -1183439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1183462.625000 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -1183463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1183491.625000 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -1183492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1183516.875000 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -1183517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1183545.000000 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -1183545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1183567.250000 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -1183567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1183593.125000 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -1183593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1183610.125000 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -1183610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1183625.750000 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -1183626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1183656.750000 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -1183657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1183671.375000 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -1183671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1183682.250000 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -1183682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1183690.500000 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -1183690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1183691.375000 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -1183691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1183700.750000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -1183701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1183707.125000 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -1183707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1183713.625000 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -1183714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1183714.875000 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -1183715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1183718.375000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -1183718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1183720.625000 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -1183721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1183722.125000 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -1183722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1183723.000000 Penalty: 4449.334473
	Iteration 51Q: 3 clusters Score -1183723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1183724.875000 Penalty: 4449.334473
	Iteration 52Q: 3 clusters Score -1183725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1183727.125000 Penalty: 4449.334473
	Iteration 53Q: 3 clusters Score -1183727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1183730.125000 Penalty: 4449.334473
	Iteration 54Q: 3 clusters Score -1183730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1183730.375000 Penalty: 4449.334473
	Iteration 55Q: 3 clusters Score -1183730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1183731.750000 Penalty: 4449.334473
	Iteration 56Q: 3 clusters Score -1183732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1183732.750000 Penalty: 4449.334473
	Iteration 57Q: 3 clusters Score -1183733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1183734.250000 Penalty: 4449.334473
	Iteration 58Q: 3 clusters Score -1183734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1183734.250000 Penalty: 4449.334473
	Iteration 59F: 3 clusters Score -1183734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -222632.093750 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -222632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -220378.046875 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -220378 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220838.671875 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -220838.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -221019.031250 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -221019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221119.281250 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -221119.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221180.812500 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -221180.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -221247.078125 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -221247.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -221309.921875 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -221309.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221370.046875 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -221370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -221433.875000 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -221433.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -221512.375000 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -221512.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -221577.921875 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -221577.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -221615.937500 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -221615.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -221651.281250 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -221651.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -221691.703125 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -221691.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -221712.468750 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -221712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221724.734375 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -221724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221726.750000 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -221726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221728.031250 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -221728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221728.031250 Penalty: 3642.018555
	Iteration 18F: 3 clusters Score -221728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Entering Unmasked Estep 
Score: -5283850.000000 Penalty: 2601.705078
	Iteration 0F: 2 clusters Score -5283850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5259287.000000 Penalty: 5203.410156
	Iteration 0F: 3 clusters Score -5259287 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5269026.500000 Penalty: 5203.410156
	Iteration 1F: 3 clusters Score -5269026 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5270299.000000 Penalty: 5203.410156
	Iteration 2F: 3 clusters Score -5270299 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -5271461.500000 Penalty: 5203.410156
	Iteration 3F: 3 clusters Score -5271462 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -5272545.000000 Penalty: 5203.410156
	Iteration 4F: 3 clusters Score -5272545 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5273654.500000 Penalty: 5203.410156
	Iteration 5F: 3 clusters Score -5273654 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5274764.500000 Penalty: 5203.410156
	Iteration 6F: 3 clusters Score -5274764 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5275720.000000 Penalty: 5203.410156
	Iteration 7F: 3 clusters Score -5275720 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5276571.500000 Penalty: 5203.410156
	Iteration 8Q: 3 clusters Score -5276572 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5277327.000000 Penalty: 5203.410156
	Iteration 9Q: 3 clusters Score -5277327 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5277915.000000 Penalty: 5203.410156
	Iteration 10Q: 3 clusters Score -5277915 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5278366.500000 Penalty: 5203.410156
	Iteration 11Q: 3 clusters Score -5278366 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5278774.500000 Penalty: 5203.410156
	Iteration 12Q: 3 clusters Score -5278774 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5279009.000000 Penalty: 5203.410156
	Iteration 13Q: 3 clusters Score -5279009 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5279213.000000 Penalty: 5203.410156
	Iteration 14Q: 3 clusters Score -5279213 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5279364.000000 Penalty: 5203.410156
	Iteration 15Q: 3 clusters Score -5279364 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5279523.000000 Penalty: 5203.410156
	Iteration 16Q: 3 clusters Score -5279523 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5279691.000000 Penalty: 5203.410156
	Iteration 17Q: 3 clusters Score -5279691 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5279822.500000 Penalty: 5203.410156
	Iteration 18Q: 3 clusters Score -5279822 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5279968.000000 Penalty: 5203.410156
	Iteration 19Q: 3 clusters Score -5279968 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -5280160.000000 Penalty: 5203.410156
	Iteration 20F: 3 clusters Score -5280160 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5280371.500000 Penalty: 5203.410156
	Iteration 21Q: 3 clusters Score -5280372 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5280493.500000 Penalty: 5203.410156
	Iteration 22Q: 3 clusters Score -5280494 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5280635.000000 Penalty: 5203.410156
	Iteration 23Q: 3 clusters Score -5280635 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -5280777.000000 Penalty: 5203.410156
	Iteration 24Q: 3 clusters Score -5280777 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5280966.500000 Penalty: 5203.410156
	Iteration 25Q: 3 clusters Score -5280966 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5281077.500000 Penalty: 5203.410156
	Iteration 26Q: 3 clusters Score -5281078 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5281234.000000 Penalty: 5203.410156
	Iteration 27Q: 3 clusters Score -5281234 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5281300.000000 Penalty: 5203.410156
	Iteration 28Q: 3 clusters Score -5281300 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5281437.000000 Penalty: 5203.410156
	Iteration 29Q: 3 clusters Score -5281437 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5281521.500000 Penalty: 5203.410156
	Iteration 30Q: 3 clusters Score -5281522 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5281599.500000 Penalty: 5203.410156
	Iteration 31Q: 3 clusters Score -5281600 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5281653.000000 Penalty: 5203.410156
	Iteration 32Q: 3 clusters Score -5281653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5281743.500000 Penalty: 5203.410156
	Iteration 33Q: 3 clusters Score -5281744 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5281857.500000 Penalty: 5203.410156
	Iteration 34Q: 3 clusters Score -5281858 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5281987.500000 Penalty: 5203.410156
	Iteration 35Q: 3 clusters Score -5281988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5282130.000000 Penalty: 5203.410156
	Iteration 36Q: 3 clusters Score -5282130 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5282244.000000 Penalty: 5203.410156
	Iteration 37Q: 3 clusters Score -5282244 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5282381.500000 Penalty: 5203.410156
	Iteration 38Q: 3 clusters Score -5282382 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5282466.500000 Penalty: 5203.410156
	Iteration 39Q: 3 clusters Score -5282466 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5282556.000000 Penalty: 5203.410156
	Iteration 40F: 3 clusters Score -5282556 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5282623.500000 Penalty: 5203.410156
	Iteration 41Q: 3 clusters Score -5282624 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5282693.500000 Penalty: 5203.410156
	Iteration 42Q: 3 clusters Score -5282694 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5282745.500000 Penalty: 5203.410156
	Iteration 43Q: 3 clusters Score -5282746 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5282844.000000 Penalty: 5203.410156
	Iteration 44Q: 3 clusters Score -5282844 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -5282880.000000 Penalty: 5203.410156
	Iteration 45Q: 3 clusters Score -5282880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5282922.000000 Penalty: 5203.410156
	Iteration 46Q: 3 clusters Score -5282922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5282981.500000 Penalty: 5203.410156
	Iteration 47Q: 3 clusters Score -5282982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -5282997.000000 Penalty: 5203.410156
	Iteration 48Q: 3 clusters Score -5282997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -5283013.000000 Penalty: 5203.410156
	Iteration 49Q: 3 clusters Score -5283013 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5283063.500000 Penalty: 5203.410156
	Iteration 50Q: 3 clusters Score -5283064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5283063.500000 Penalty: 5203.410156
	Iteration 51Q: 3 clusters Score -5283064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -5283085.000000 Penalty: 5203.410156
	Iteration 52Q: 3 clusters Score -5283085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5283110.500000 Penalty: 5203.410156
	Iteration 53Q: 3 clusters Score -5283110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -5283112.000000 Penalty: 5203.410156
	Iteration 54Q: 3 clusters Score -5283112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5283140.000000 Penalty: 5203.410156
	Iteration 55Q: 3 clusters Score -5283140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -5283151.000000 Penalty: 5203.410156
	Iteration 56Q: 3 clusters Score -5283151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -5283159.000000 Penalty: 5203.410156
	Iteration 57Q: 3 clusters Score -5283159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5283162.500000 Penalty: 5203.410156
	Iteration 58Q: 3 clusters Score -5283162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5283172.500000 Penalty: 5203.410156
	Iteration 59Q: 3 clusters Score -5283172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -5283169.500000 Penalty: 5203.410156
	Iteration 60F: 3 clusters Score -5283170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -5283181.000000 Penalty: 5203.410156
	Iteration 61Q: 3 clusters Score -5283181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -5283181.500000 Penalty: 5203.410156
	Iteration 62Q: 3 clusters Score -5283182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -5283176.000000 Penalty: 5203.410156
	Iteration 63Q: 3 clusters Score -5283176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -5283177.000000 Penalty: 5203.410156
	Iteration 64Q: 3 clusters Score -5283177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5283179.000000 Penalty: 5203.410156
	Iteration 65Q: 3 clusters Score -5283179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5283185.500000 Penalty: 5203.410156
	Iteration 66Q: 3 clusters Score -5283186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -5283179.500000 Penalty: 5203.410156
	Iteration 67Q: 3 clusters Score -5283180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -5283188.000000 Penalty: 5203.410156
	Iteration 68Q: 3 clusters Score -5283188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -5283181.000000 Penalty: 5203.410156
	Iteration 69Q: 3 clusters Score -5283181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -5283179.000000 Penalty: 5203.410156
	Iteration 70Q: 3 clusters Score -5283179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -5283189.000000 Penalty: 5203.410156
	Iteration 71Q: 3 clusters Score -5283189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5283194.000000 Penalty: 5203.410156
	Iteration 72Q: 3 clusters Score -5283194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -5283189.500000 Penalty: 5203.410156
	Iteration 73Q: 3 clusters Score -5283190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5283189.000000 Penalty: 5203.410156
	Iteration 74Q: 3 clusters Score -5283189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5283188.000000 Penalty: 5203.410156
	Iteration 75Q: 3 clusters Score -5283188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5283188.000000 Penalty: 5203.410156
	Iteration 76F: 3 clusters Score -5283188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -929983.937500 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -929983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -924575.625000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -924575.6 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -925982.937500 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -925982.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -926265.187500 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -926265.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -926471.687500 Penalty: 4333.696777
	Iteration 3F: 3 clusters Score -926471.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -926630.000000 Penalty: 4333.696777
	Iteration 4Q: 3 clusters Score -926630 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -926762.812500 Penalty: 4333.696777
	Iteration 5Q: 3 clusters Score -926762.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -926864.187500 Penalty: 4333.696777
	Iteration 6Q: 3 clusters Score -926864.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -926936.750000 Penalty: 4333.696777
	Iteration 7Q: 3 clusters Score -926936.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -927008.437500 Penalty: 4333.696777
	Iteration 8Q: 3 clusters Score -927008.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -927086.375000 Penalty: 4333.696777
	Iteration 9Q: 3 clusters Score -927086.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -927142.875000 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -927142.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -927192.750000 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -927192.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -927233.937500 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -927233.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -927271.062500 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -927271.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -927303.500000 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -927303.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -927339.250000 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -927339.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -927376.062500 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -927376.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -927410.500000 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -927410.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -927437.125000 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -927437.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -927468.437500 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -927468.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -927496.625000 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -927496.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -927525.812500 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -927525.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -927553.000000 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -927553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -927584.812500 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -927584.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -927614.062500 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -927614.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -927644.750000 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -927644.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -927679.812500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -927679.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -927713.000000 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -927713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -927740.437500 Penalty: 4333.696777
	Iteration 28Q: 3 clusters Score -927740.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -927768.375000 Penalty: 4333.696777
	Iteration 29Q: 3 clusters Score -927768.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -927798.687500 Penalty: 4333.696777
	Iteration 30Q: 3 clusters Score -927798.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -927826.562500 Penalty: 4333.696777
	Iteration 31Q: 3 clusters Score -927826.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -927849.125000 Penalty: 4333.696777
	Iteration 32Q: 3 clusters Score -927849.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -927867.312500 Penalty: 4333.696777
	Iteration 33Q: 3 clusters Score -927867.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -927892.812500 Penalty: 4333.696777
	Iteration 34Q: 3 clusters Score -927892.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -927918.000000 Penalty: 4333.696777
	Iteration 35Q: 3 clusters Score -927918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -927939.937500 Penalty: 4333.696777
	Iteration 36Q: 3 clusters Score -927939.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -927963.000000 Penalty: 4333.696777
	Iteration 37Q: 3 clusters Score -927963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -927981.875000 Penalty: 4333.696777
	Iteration 38Q: 3 clusters Score -927981.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -928001.812500 Penalty: 4333.696777
	Iteration 39Q: 3 clusters Score -928001.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -928015.500000 Penalty: 4333.696777
	Iteration 40F: 3 clusters Score -928015.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -928030.687500 Penalty: 4333.696777
	Iteration 41Q: 3 clusters Score -928030.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928044.625000 Penalty: 4333.696777
	Iteration 42Q: 3 clusters Score -928044.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -928062.437500 Penalty: 4333.696777
	Iteration 43Q: 3 clusters Score -928062.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -928080.500000 Penalty: 4333.696777
	Iteration 44Q: 3 clusters Score -928080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -928092.250000 Penalty: 4333.696777
	Iteration 45Q: 3 clusters Score -928092.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -928102.562500 Penalty: 4333.696777
	Iteration 46Q: 3 clusters Score -928102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -928111.500000 Penalty: 4333.696777
	Iteration 47Q: 3 clusters Score -928111.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -928117.125000 Penalty: 4333.696777
	Iteration 48Q: 3 clusters Score -928117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -928126.312500 Penalty: 4333.696777
	Iteration 49Q: 3 clusters Score -928126.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -928128.625000 Penalty: 4333.696777
	Iteration 50Q: 3 clusters Score -928128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -928133.812500 Penalty: 4333.696777
	Iteration 51Q: 3 clusters Score -928133.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -928139.750000 Penalty: 4333.696777
	Iteration 52Q: 3 clusters Score -928139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -928142.187500 Penalty: 4333.696777
	Iteration 53Q: 3 clusters Score -928142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -928143.937500 Penalty: 4333.696777
	Iteration 54Q: 3 clusters Score -928143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -928147.750000 Penalty: 4333.696777
	Iteration 55Q: 3 clusters Score -928147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -928147.937500 Penalty: 4333.696777
	Iteration 56Q: 3 clusters Score -928147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -928151.000000 Penalty: 4333.696777
	Iteration 57Q: 3 clusters Score -928151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -928152.312500 Penalty: 4333.696777
	Iteration 58Q: 3 clusters Score -928152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -928152.687500 Penalty: 4333.696777
	Iteration 59Q: 3 clusters Score -928152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -928152.312500 Penalty: 4333.696777
	Iteration 60F: 3 clusters Score -928152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -928152.375000 Penalty: 4333.696777
	Iteration 61Q: 3 clusters Score -928152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -928154.750000 Penalty: 4333.696777
	Iteration 62Q: 3 clusters Score -928154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -928154.187500 Penalty: 4333.696777
	Iteration 63Q: 3 clusters Score -928154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -928156.812500 Penalty: 4333.696777
	Iteration 64Q: 3 clusters Score -928156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -928156.125000 Penalty: 4333.696777
	Iteration 65Q: 3 clusters Score -928156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -928158.562500 Penalty: 4333.696777
	Iteration 66Q: 3 clusters Score -928158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -928158.187500 Penalty: 4333.696777
	Iteration 67Q: 3 clusters Score -928158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -928158.187500 Penalty: 4333.696777
	Iteration 68F: 3 clusters Score -928158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Entering Unmasked Estep 
Score: -9700371.000000 Penalty: 2739.520020
	Iteration 0F: 2 clusters Score -9700371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -9658272.000000 Penalty: 5479.040039
	Iteration 0F: 3 clusters Score -9658272 nChanged 29336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9674524.000000 Penalty: 5479.040039
	Iteration 1F: 3 clusters Score -9674524 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -9675161.000000 Penalty: 5479.040039
	Iteration 2Q: 3 clusters Score -9675161 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -9675843.000000 Penalty: 5479.040039
	Iteration 3Q: 3 clusters Score -9675843 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9676622.000000 Penalty: 5479.040039
	Iteration 4Q: 3 clusters Score -9676622 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -9677470.000000 Penalty: 5479.040039
	Iteration 5Q: 3 clusters Score -9677470 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -9678415.000000 Penalty: 5479.040039
	Iteration 6Q: 3 clusters Score -9678415 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -9679656.000000 Penalty: 5479.040039
	Iteration 7Q: 3 clusters Score -9679656 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -9681256.000000 Penalty: 5479.040039
	Iteration 8Q: 3 clusters Score -9681256 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -9683196.000000 Penalty: 5479.040039
	Iteration 9F: 3 clusters Score -9683196 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -9685447.000000 Penalty: 5479.040039
	Iteration 10F: 3 clusters Score -9685447 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -9687810.000000 Penalty: 5479.040039
	Iteration 11F: 3 clusters Score -9687810 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -9690095.000000 Penalty: 5479.040039
	Iteration 12Q: 3 clusters Score -9690095 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -9692051.000000 Penalty: 5479.040039
	Iteration 13Q: 3 clusters Score -9692051 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -9693823.000000 Penalty: 5479.040039
	Iteration 14Q: 3 clusters Score -9693823 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -9695305.000000 Penalty: 5479.040039
	Iteration 15Q: 3 clusters Score -9695305 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -9696384.000000 Penalty: 5479.040039
	Iteration 16Q: 3 clusters Score -9696384 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -9697080.000000 Penalty: 5479.040039
	Iteration 17Q: 3 clusters Score -9697080 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -9697506.000000 Penalty: 5479.040039
	Iteration 18Q: 3 clusters Score -9697506 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -9697737.000000 Penalty: 5479.040039
	Iteration 19Q: 3 clusters Score -9697737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -9697839.000000 Penalty: 5479.040039
	Iteration 20F: 3 clusters Score -9697839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -9697913.000000 Penalty: 5479.040039
	Iteration 21Q: 3 clusters Score -9697913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -9697951.000000 Penalty: 5479.040039
	Iteration 22Q: 3 clusters Score -9697951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -9697978.000000 Penalty: 5479.040039
	Iteration 23Q: 3 clusters Score -9697978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -9697997.000000 Penalty: 5479.040039
	Iteration 24Q: 3 clusters Score -9697997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -9698005.000000 Penalty: 5479.040039
	Iteration 25Q: 3 clusters Score -9698005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -9698002.000000 Penalty: 5479.040039
	Iteration 26Q: 3 clusters Score -9698002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -9698016.000000 Penalty: 5479.040039
	Iteration 27Q: 3 clusters Score -9698016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9698017.000000 Penalty: 5479.040039
	Iteration 28Q: 3 clusters Score -9698017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -9698019.000000 Penalty: 5479.040039
	Iteration 29Q: 3 clusters Score -9698019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -9698012.000000 Penalty: 5479.040039
	Iteration 30Q: 3 clusters Score -9698012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -9698012.000000 Penalty: 5479.040039
	Iteration 31F: 3 clusters Score -9698012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -65261.367188 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -65261.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63866.406250 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -63866.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64134.691406 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -64134.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64231.042969 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -64231.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64324.914062 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -64324.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64400.042969 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -64400.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64476.500000 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -64476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64571.804688 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -64571.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -64623.558594 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -64623.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -64652.117188 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -64652.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64664.878906 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -64664.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64668.765625 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -64668.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -64673.386719 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -64673.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -64674.855469 Penalty: 3092.267822
	Iteration 12F: 3 clusters Score -64674.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64687.843750 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -64687.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64687.843750 Penalty: 3092.267822
	Iteration 14F: 3 clusters Score -64687.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Entering Unmasked Estep 
Score: -5434361.000000 Penalty: 2594.331787
	Iteration 0F: 2 clusters Score -5434361 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 17410 members 
Entering Unmasked Estep 
Score: -5410668.500000 Penalty: 5188.663574
	Iteration 0F: 3 clusters Score -5410668 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -5419566.000000 Penalty: 5188.663574
	Iteration 1F: 3 clusters Score -5419566 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5420672.500000 Penalty: 5188.663574
	Iteration 2F: 3 clusters Score -5420672 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5422307.000000 Penalty: 5188.663574
	Iteration 3F: 3 clusters Score -5422307 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5424614.000000 Penalty: 5188.663574
	Iteration 4F: 3 clusters Score -5424614 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -5426822.500000 Penalty: 5188.663574
	Iteration 5F: 3 clusters Score -5426822 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5428214.500000 Penalty: 5188.663574
	Iteration 6F: 3 clusters Score -5428214 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5428854.000000 Penalty: 5188.663574
	Iteration 7Q: 3 clusters Score -5428854 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5429166.000000 Penalty: 5188.663574
	Iteration 8Q: 3 clusters Score -5429166 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5429314.000000 Penalty: 5188.663574
	Iteration 9Q: 3 clusters Score -5429314 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5429399.500000 Penalty: 5188.663574
	Iteration 10Q: 3 clusters Score -5429400 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5429476.000000 Penalty: 5188.663574
	Iteration 11Q: 3 clusters Score -5429476 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5429578.000000 Penalty: 5188.663574
	Iteration 12Q: 3 clusters Score -5429578 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5429624.000000 Penalty: 5188.663574
	Iteration 13Q: 3 clusters Score -5429624 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5429673.000000 Penalty: 5188.663574
	Iteration 14Q: 3 clusters Score -5429673 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5429735.500000 Penalty: 5188.663574
	Iteration 15Q: 3 clusters Score -5429736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5429808.000000 Penalty: 5188.663574
	Iteration 16Q: 3 clusters Score -5429808 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5429912.500000 Penalty: 5188.663574
	Iteration 17Q: 3 clusters Score -5429912 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5430025.000000 Penalty: 5188.663574
	Iteration 18Q: 3 clusters Score -5430025 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5430137.000000 Penalty: 5188.663574
	Iteration 19Q: 3 clusters Score -5430137 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -5430245.500000 Penalty: 5188.663574
	Iteration 20F: 3 clusters Score -5430246 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5430360.000000 Penalty: 5188.663574
	Iteration 21Q: 3 clusters Score -5430360 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5430516.500000 Penalty: 5188.663574
	Iteration 22Q: 3 clusters Score -5430516 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5430681.000000 Penalty: 5188.663574
	Iteration 23Q: 3 clusters Score -5430681 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5430842.500000 Penalty: 5188.663574
	Iteration 24Q: 3 clusters Score -5430842 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5431008.500000 Penalty: 5188.663574
	Iteration 25Q: 3 clusters Score -5431008 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5431194.500000 Penalty: 5188.663574
	Iteration 26Q: 3 clusters Score -5431194 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5431382.500000 Penalty: 5188.663574
	Iteration 27Q: 3 clusters Score -5431382 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -5431592.500000 Penalty: 5188.663574
	Iteration 28Q: 3 clusters Score -5431592 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -5431796.500000 Penalty: 5188.663574
	Iteration 29Q: 3 clusters Score -5431796 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5431963.500000 Penalty: 5188.663574
	Iteration 30Q: 3 clusters Score -5431964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5432108.000000 Penalty: 5188.663574
	Iteration 31Q: 3 clusters Score -5432108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -5432192.000000 Penalty: 5188.663574
	Iteration 32Q: 3 clusters Score -5432192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -5432253.500000 Penalty: 5188.663574
	Iteration 33Q: 3 clusters Score -5432254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -5432344.500000 Penalty: 5188.663574
	Iteration 34Q: 3 clusters Score -5432344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5432369.000000 Penalty: 5188.663574
	Iteration 35Q: 3 clusters Score -5432369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5432410.500000 Penalty: 5188.663574
	Iteration 36Q: 3 clusters Score -5432410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5432417.000000 Penalty: 5188.663574
	Iteration 37Q: 3 clusters Score -5432417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5432440.000000 Penalty: 5188.663574
	Iteration 38Q: 3 clusters Score -5432440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -5432466.500000 Penalty: 5188.663574
	Iteration 39Q: 3 clusters Score -5432466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -5432486.000000 Penalty: 5188.663574
	Iteration 40F: 3 clusters Score -5432486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5432500.000000 Penalty: 5188.663574
	Iteration 41Q: 3 clusters Score -5432500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -5432515.500000 Penalty: 5188.663574
	Iteration 42Q: 3 clusters Score -5432516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5432534.000000 Penalty: 5188.663574
	Iteration 43Q: 3 clusters Score -5432534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5432554.500000 Penalty: 5188.663574
	Iteration 44Q: 3 clusters Score -5432554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5432557.000000 Penalty: 5188.663574
	Iteration 45Q: 3 clusters Score -5432557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -5432562.500000 Penalty: 5188.663574
	Iteration 46Q: 3 clusters Score -5432562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5432567.000000 Penalty: 5188.663574
	Iteration 47Q: 3 clusters Score -5432567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -5432584.500000 Penalty: 5188.663574
	Iteration 48Q: 3 clusters Score -5432584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5432589.500000 Penalty: 5188.663574
	Iteration 49Q: 3 clusters Score -5432590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -5432587.500000 Penalty: 5188.663574
	Iteration 50Q: 3 clusters Score -5432588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5432603.500000 Penalty: 5188.663574
	Iteration 51Q: 3 clusters Score -5432604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5432610.000000 Penalty: 5188.663574
	Iteration 52Q: 3 clusters Score -5432610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5432614.500000 Penalty: 5188.663574
	Iteration 53Q: 3 clusters Score -5432614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5432617.000000 Penalty: 5188.663574
	Iteration 54Q: 3 clusters Score -5432617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5432621.000000 Penalty: 5188.663574
	Iteration 55Q: 3 clusters Score -5432621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5432621.500000 Penalty: 5188.663574
	Iteration 56Q: 3 clusters Score -5432622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -5432616.500000 Penalty: 5188.663574
	Iteration 57Q: 3 clusters Score -5432616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5432619.000000 Penalty: 5188.663574
	Iteration 58Q: 3 clusters Score -5432619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -5432620.500000 Penalty: 5188.663574
	Iteration 59Q: 3 clusters Score -5432620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -5432623.500000 Penalty: 5188.663574
	Iteration 60F: 3 clusters Score -5432624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -5432631.000000 Penalty: 5188.663574
	Iteration 61Q: 3 clusters Score -5432631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5432630.500000 Penalty: 5188.663574
	Iteration 62Q: 3 clusters Score -5432630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5432632.500000 Penalty: 5188.663574
	Iteration 63Q: 3 clusters Score -5432632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5432631.000000 Penalty: 5188.663574
	Iteration 64Q: 3 clusters Score -5432631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5432624.000000 Penalty: 5188.663574
	Iteration 65Q: 3 clusters Score -5432624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -5432628.500000 Penalty: 5188.663574
	Iteration 66Q: 3 clusters Score -5432628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5432633.000000 Penalty: 5188.663574
	Iteration 67Q: 3 clusters Score -5432633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -5432629.000000 Penalty: 5188.663574
	Iteration 68Q: 3 clusters Score -5432629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5432639.500000 Penalty: 5188.663574
	Iteration 69Q: 3 clusters Score -5432640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5432637.500000 Penalty: 5188.663574
	Iteration 70Q: 3 clusters Score -5432638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5432637.000000 Penalty: 5188.663574
	Iteration 71Q: 3 clusters Score -5432637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5432637.000000 Penalty: 5188.663574
	Iteration 72Q: 3 clusters Score -5432637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5432635.500000 Penalty: 5188.663574
	Iteration 73Q: 3 clusters Score -5432636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5432636.500000 Penalty: 5188.663574
	Iteration 74Q: 3 clusters Score -5432636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5432630.000000 Penalty: 5188.663574
	Iteration 75Q: 3 clusters Score -5432630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5432633.000000 Penalty: 5188.663574
	Iteration 76Q: 3 clusters Score -5432633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5432635.500000 Penalty: 5188.663574
	Iteration 77Q: 3 clusters Score -5432636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5432640.500000 Penalty: 5188.663574
	Iteration 78Q: 3 clusters Score -5432640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5432641.500000 Penalty: 5188.663574
	Iteration 79Q: 3 clusters Score -5432642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -5432647.000000 Penalty: 5188.663574
	Iteration 80F: 3 clusters Score -5432647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5432645.000000 Penalty: 5188.663574
	Iteration 81Q: 3 clusters Score -5432645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5432637.500000 Penalty: 5188.663574
	Iteration 82Q: 3 clusters Score -5432638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5432643.500000 Penalty: 5188.663574
	Iteration 83Q: 3 clusters Score -5432644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5432647.500000 Penalty: 5188.663574
	Iteration 84Q: 3 clusters Score -5432648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5432647.500000 Penalty: 5188.663574
	Iteration 85F: 3 clusters Score -5432648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Entering Unmasked Estep 
Score: -7378906.000000 Penalty: 2669.265137
	Iteration 0F: 2 clusters Score -7378906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -7347032.000000 Penalty: 5338.530273
	Iteration 0F: 3 clusters Score -7347032 nChanged 21865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -7359331.500000 Penalty: 5338.530273
	Iteration 1F: 3 clusters Score -7359332 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -7360067.000000 Penalty: 5338.530273
	Iteration 2Q: 3 clusters Score -7360067 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -7360825.500000 Penalty: 5338.530273
	Iteration 3Q: 3 clusters Score -7360826 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7361627.500000 Penalty: 5338.530273
	Iteration 4Q: 3 clusters Score -7361628 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -7362566.500000 Penalty: 5338.530273
	Iteration 5Q: 3 clusters Score -7362566 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7363518.500000 Penalty: 5338.530273
	Iteration 6Q: 3 clusters Score -7363518 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -7364459.500000 Penalty: 5338.530273
	Iteration 7Q: 3 clusters Score -7364460 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -7365409.500000 Penalty: 5338.530273
	Iteration 8Q: 3 clusters Score -7365410 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -7366203.000000 Penalty: 5338.530273
	Iteration 9Q: 3 clusters Score -7366203 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -7366978.000000 Penalty: 5338.530273
	Iteration 10Q: 3 clusters Score -7366978 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -7367621.500000 Penalty: 5338.530273
	Iteration 11Q: 3 clusters Score -7367622 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -7368178.500000 Penalty: 5338.530273
	Iteration 12Q: 3 clusters Score -7368178 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7368757.000000 Penalty: 5338.530273
	Iteration 13Q: 3 clusters Score -7368757 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -7369300.000000 Penalty: 5338.530273
	Iteration 14Q: 3 clusters Score -7369300 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7369939.000000 Penalty: 5338.530273
	Iteration 15Q: 3 clusters Score -7369939 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -7370602.500000 Penalty: 5338.530273
	Iteration 16Q: 3 clusters Score -7370602 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -7371267.000000 Penalty: 5338.530273
	Iteration 17Q: 3 clusters Score -7371267 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -7372037.500000 Penalty: 5338.530273
	Iteration 18Q: 3 clusters Score -7372038 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7372922.500000 Penalty: 5338.530273
	Iteration 19Q: 3 clusters Score -7372922 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -7373716.500000 Penalty: 5338.530273
	Iteration 20F: 3 clusters Score -7373716 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -7374407.500000 Penalty: 5338.530273
	Iteration 21Q: 3 clusters Score -7374408 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7375004.000000 Penalty: 5338.530273
	Iteration 22Q: 3 clusters Score -7375004 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7375469.000000 Penalty: 5338.530273
	Iteration 23Q: 3 clusters Score -7375469 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -7375835.000000 Penalty: 5338.530273
	Iteration 24Q: 3 clusters Score -7375835 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -7376050.000000 Penalty: 5338.530273
	Iteration 25Q: 3 clusters Score -7376050 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -7376269.500000 Penalty: 5338.530273
	Iteration 26Q: 3 clusters Score -7376270 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7376411.000000 Penalty: 5338.530273
	Iteration 27Q: 3 clusters Score -7376411 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -7376526.500000 Penalty: 5338.530273
	Iteration 28Q: 3 clusters Score -7376526 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7376599.000000 Penalty: 5338.530273
	Iteration 29Q: 3 clusters Score -7376599 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -7376690.500000 Penalty: 5338.530273
	Iteration 30Q: 3 clusters Score -7376690 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -7376748.000000 Penalty: 5338.530273
	Iteration 31Q: 3 clusters Score -7376748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -7376767.000000 Penalty: 5338.530273
	Iteration 32Q: 3 clusters Score -7376767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -7376796.500000 Penalty: 5338.530273
	Iteration 33Q: 3 clusters Score -7376796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -7376840.500000 Penalty: 5338.530273
	Iteration 34Q: 3 clusters Score -7376840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -7376883.000000 Penalty: 5338.530273
	Iteration 35Q: 3 clusters Score -7376883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -7376881.000000 Penalty: 5338.530273
	Iteration 36Q: 3 clusters Score -7376881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -7376884.000000 Penalty: 5338.530273
	Iteration 37Q: 3 clusters Score -7376884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -7376912.000000 Penalty: 5338.530273
	Iteration 38Q: 3 clusters Score -7376912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -7376907.500000 Penalty: 5338.530273
	Iteration 39Q: 3 clusters Score -7376908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -7376919.000000 Penalty: 5338.530273
	Iteration 40F: 3 clusters Score -7376919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -7376928.000000 Penalty: 5338.530273
	Iteration 41Q: 3 clusters Score -7376928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -7376940.500000 Penalty: 5338.530273
	Iteration 42Q: 3 clusters Score -7376940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -7376923.000000 Penalty: 5338.530273
	Iteration 43Q: 3 clusters Score -7376923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -7376925.500000 Penalty: 5338.530273
	Iteration 44Q: 3 clusters Score -7376926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -7376933.000000 Penalty: 5338.530273
	Iteration 45Q: 3 clusters Score -7376933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -7376944.000000 Penalty: 5338.530273
	Iteration 46Q: 3 clusters Score -7376944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -7376947.500000 Penalty: 5338.530273
	Iteration 47Q: 3 clusters Score -7376948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -7376957.500000 Penalty: 5338.530273
	Iteration 48Q: 3 clusters Score -7376958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -7376969.000000 Penalty: 5338.530273
	Iteration 49Q: 3 clusters Score -7376969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -7376969.000000 Penalty: 5338.530273
	Iteration 50Q: 3 clusters Score -7376969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -7376981.500000 Penalty: 5338.530273
	Iteration 51Q: 3 clusters Score -7376982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -7376992.000000 Penalty: 5338.530273
	Iteration 52Q: 3 clusters Score -7376992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -7377001.500000 Penalty: 5338.530273
	Iteration 53Q: 3 clusters Score -7377002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -7377001.500000 Penalty: 5338.530273
	Iteration 54Q: 3 clusters Score -7377002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -7377001.500000 Penalty: 5338.530273
	Iteration 55Q: 3 clusters Score -7377002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -7377007.000000 Penalty: 5338.530273
	Iteration 56Q: 3 clusters Score -7377007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -7377008.500000 Penalty: 5338.530273
	Iteration 57Q: 3 clusters Score -7377008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -7377017.000000 Penalty: 5338.530273
	Iteration 58Q: 3 clusters Score -7377017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -7377007.500000 Penalty: 5338.530273
	Iteration 59Q: 3 clusters Score -7377008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -7377011.500000 Penalty: 5338.530273
	Iteration 60F: 3 clusters Score -7377012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -7377010.500000 Penalty: 5338.530273
	Iteration 61Q: 3 clusters Score -7377010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -7377008.000000 Penalty: 5338.530273
	Iteration 62Q: 3 clusters Score -7377008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -7377011.000000 Penalty: 5338.530273
	Iteration 63Q: 3 clusters Score -7377011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -7377005.000000 Penalty: 5338.530273
	Iteration 64Q: 3 clusters Score -7377005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -7377010.000000 Penalty: 5338.530273
	Iteration 65Q: 3 clusters Score -7377010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -7377017.500000 Penalty: 5338.530273
	Iteration 66Q: 3 clusters Score -7377018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -7377013.000000 Penalty: 5338.530273
	Iteration 67Q: 3 clusters Score -7377013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -7377017.500000 Penalty: 5338.530273
	Iteration 68Q: 3 clusters Score -7377018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -7377013.000000 Penalty: 5338.530273
	Iteration 69Q: 3 clusters Score -7377013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -7377015.000000 Penalty: 5338.530273
	Iteration 70Q: 3 clusters Score -7377015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -7377015.500000 Penalty: 5338.530273
	Iteration 71Q: 3 clusters Score -7377016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -7377016.500000 Penalty: 5338.530273
	Iteration 72Q: 3 clusters Score -7377016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -7377016.000000 Penalty: 5338.530273
	Iteration 73Q: 3 clusters Score -7377016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -7377017.000000 Penalty: 5338.530273
	Iteration 74Q: 3 clusters Score -7377017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -7377020.000000 Penalty: 5338.530273
	Iteration 75Q: 3 clusters Score -7377020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -7377020.000000 Penalty: 5338.530273
	Iteration 76F: 3 clusters Score -7377020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -288815.656250 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -288815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -286265.125000 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -286265.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -287007.281250 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -287007.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -287481.625000 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -287481.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -287871.375000 Penalty: 3783.503418
	Iteration 3F: 3 clusters Score -287871.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -288245.656250 Penalty: 3783.503418
	Iteration 4F: 3 clusters Score -288245.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -288529.656250 Penalty: 3783.503418
	Iteration 5F: 3 clusters Score -288529.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288631.687500 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -288631.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -288675.093750 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -288675.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -288711.437500 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -288711.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -288729.562500 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -288729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -288734.906250 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -288734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -288738.062500 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -288738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -288741.687500 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -288741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -288742.937500 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -288742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -288743.531250 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -288743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -288744.000000 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -288744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -288744.750000 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -288744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -288748.218750 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -288748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -288750.250000 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -288750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -288750.937500 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -288750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -288750.937500 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -288750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Entering Unmasked Estep 
Score: -3134857.500000 Penalty: 2458.949463
	Iteration 0F: 2 clusters Score -3134858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3120664.250000 Penalty: 4917.898926
	Iteration 0F: 3 clusters Score -3120664 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3125447.000000 Penalty: 4917.898926
	Iteration 1F: 3 clusters Score -3125447 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3125957.750000 Penalty: 4917.898926
	Iteration 2F: 3 clusters Score -3125958 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3126406.750000 Penalty: 4917.898926
	Iteration 3F: 3 clusters Score -3126407 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3126844.000000 Penalty: 4917.898926
	Iteration 4Q: 3 clusters Score -3126844 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3127283.000000 Penalty: 4917.898926
	Iteration 5Q: 3 clusters Score -3127283 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3127692.000000 Penalty: 4917.898926
	Iteration 6Q: 3 clusters Score -3127692 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3128168.500000 Penalty: 4917.898926
	Iteration 7Q: 3 clusters Score -3128168 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3128678.250000 Penalty: 4917.898926
	Iteration 8Q: 3 clusters Score -3128678 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3129240.500000 Penalty: 4917.898926
	Iteration 9Q: 3 clusters Score -3129240 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3129780.750000 Penalty: 4917.898926
	Iteration 10Q: 3 clusters Score -3129781 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3130234.750000 Penalty: 4917.898926
	Iteration 11Q: 3 clusters Score -3130235 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3130612.750000 Penalty: 4917.898926
	Iteration 12Q: 3 clusters Score -3130613 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3130901.250000 Penalty: 4917.898926
	Iteration 13Q: 3 clusters Score -3130901 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3131152.750000 Penalty: 4917.898926
	Iteration 14Q: 3 clusters Score -3131153 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3131407.250000 Penalty: 4917.898926
	Iteration 15Q: 3 clusters Score -3131407 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3131666.250000 Penalty: 4917.898926
	Iteration 16Q: 3 clusters Score -3131666 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3131901.000000 Penalty: 4917.898926
	Iteration 17Q: 3 clusters Score -3131901 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3132147.250000 Penalty: 4917.898926
	Iteration 18Q: 3 clusters Score -3132147 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3132375.750000 Penalty: 4917.898926
	Iteration 19Q: 3 clusters Score -3132376 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3132608.000000 Penalty: 4917.898926
	Iteration 20F: 3 clusters Score -3132608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3132766.500000 Penalty: 4917.898926
	Iteration 21Q: 3 clusters Score -3132766 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3132912.000000 Penalty: 4917.898926
	Iteration 22Q: 3 clusters Score -3132912 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3132990.000000 Penalty: 4917.898926
	Iteration 23Q: 3 clusters Score -3132990 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3133073.750000 Penalty: 4917.898926
	Iteration 24Q: 3 clusters Score -3133074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3133147.750000 Penalty: 4917.898926
	Iteration 25Q: 3 clusters Score -3133148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3133218.750000 Penalty: 4917.898926
	Iteration 26Q: 3 clusters Score -3133219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3133280.250000 Penalty: 4917.898926
	Iteration 27Q: 3 clusters Score -3133280 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3133341.500000 Penalty: 4917.898926
	Iteration 28Q: 3 clusters Score -3133342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3133370.000000 Penalty: 4917.898926
	Iteration 29Q: 3 clusters Score -3133370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3133405.250000 Penalty: 4917.898926
	Iteration 30Q: 3 clusters Score -3133405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3133426.250000 Penalty: 4917.898926
	Iteration 31Q: 3 clusters Score -3133426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3133441.250000 Penalty: 4917.898926
	Iteration 32Q: 3 clusters Score -3133441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3133453.000000 Penalty: 4917.898926
	Iteration 33Q: 3 clusters Score -3133453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3133468.000000 Penalty: 4917.898926
	Iteration 34Q: 3 clusters Score -3133468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3133486.500000 Penalty: 4917.898926
	Iteration 35Q: 3 clusters Score -3133486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3133486.500000 Penalty: 4917.898926
	Iteration 36Q: 3 clusters Score -3133486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3133499.500000 Penalty: 4917.898926
	Iteration 37Q: 3 clusters Score -3133500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3133506.250000 Penalty: 4917.898926
	Iteration 38Q: 3 clusters Score -3133506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3133504.750000 Penalty: 4917.898926
	Iteration 39Q: 3 clusters Score -3133505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3133501.000000 Penalty: 4917.898926
	Iteration 40F: 3 clusters Score -3133501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3133512.750000 Penalty: 4917.898926
	Iteration 41Q: 3 clusters Score -3133513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3133507.250000 Penalty: 4917.898926
	Iteration 42Q: 3 clusters Score -3133507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3133510.250000 Penalty: 4917.898926
	Iteration 43Q: 3 clusters Score -3133510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3133516.000000 Penalty: 4917.898926
	Iteration 44Q: 3 clusters Score -3133516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3133516.000000 Penalty: 4917.898926
	Iteration 45Q: 3 clusters Score -3133516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3133524.500000 Penalty: 4917.898926
	Iteration 46Q: 3 clusters Score -3133524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3133523.750000 Penalty: 4917.898926
	Iteration 47Q: 3 clusters Score -3133524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3133522.000000 Penalty: 4917.898926
	Iteration 48Q: 3 clusters Score -3133522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3133528.750000 Penalty: 4917.898926
	Iteration 49Q: 3 clusters Score -3133529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3133528.750000 Penalty: 4917.898926
	Iteration 50F: 3 clusters Score -3133529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Entering Unmasked Estep 
Score: -3562170.000000 Penalty: 2490.531494
	Iteration 0F: 2 clusters Score -3562170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3546146.500000 Penalty: 4981.062988
	Iteration 0F: 3 clusters Score -3546146 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3551883.250000 Penalty: 4981.062988
	Iteration 1F: 3 clusters Score -3551883 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3552424.000000 Penalty: 4981.062988
	Iteration 2F: 3 clusters Score -3552424 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3552965.750000 Penalty: 4981.062988
	Iteration 3F: 3 clusters Score -3552966 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3553447.500000 Penalty: 4981.062988
	Iteration 4Q: 3 clusters Score -3553448 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3554000.000000 Penalty: 4981.062988
	Iteration 5F: 3 clusters Score -3554000 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3554628.250000 Penalty: 4981.062988
	Iteration 6F: 3 clusters Score -3554628 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3555319.250000 Penalty: 4981.062988
	Iteration 7F: 3 clusters Score -3555319 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3555975.000000 Penalty: 4981.062988
	Iteration 8F: 3 clusters Score -3555975 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3556508.000000 Penalty: 4981.062988
	Iteration 9Q: 3 clusters Score -3556508 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3556908.750000 Penalty: 4981.062988
	Iteration 10Q: 3 clusters Score -3556909 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3557210.250000 Penalty: 4981.062988
	Iteration 11Q: 3 clusters Score -3557210 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3557451.250000 Penalty: 4981.062988
	Iteration 12Q: 3 clusters Score -3557451 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3557625.000000 Penalty: 4981.062988
	Iteration 13Q: 3 clusters Score -3557625 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3557787.000000 Penalty: 4981.062988
	Iteration 14Q: 3 clusters Score -3557787 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3557953.500000 Penalty: 4981.062988
	Iteration 15Q: 3 clusters Score -3557954 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3558120.250000 Penalty: 4981.062988
	Iteration 16Q: 3 clusters Score -3558120 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3558268.000000 Penalty: 4981.062988
	Iteration 17Q: 3 clusters Score -3558268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3558419.000000 Penalty: 4981.062988
	Iteration 18Q: 3 clusters Score -3558419 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3558552.250000 Penalty: 4981.062988
	Iteration 19Q: 3 clusters Score -3558552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3558680.750000 Penalty: 4981.062988
	Iteration 20F: 3 clusters Score -3558681 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3558792.250000 Penalty: 4981.062988
	Iteration 21Q: 3 clusters Score -3558792 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3558920.500000 Penalty: 4981.062988
	Iteration 22Q: 3 clusters Score -3558920 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3559042.750000 Penalty: 4981.062988
	Iteration 23Q: 3 clusters Score -3559043 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3559188.250000 Penalty: 4981.062988
	Iteration 24Q: 3 clusters Score -3559188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3559324.500000 Penalty: 4981.062988
	Iteration 25Q: 3 clusters Score -3559324 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3559459.000000 Penalty: 4981.062988
	Iteration 26Q: 3 clusters Score -3559459 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3559598.000000 Penalty: 4981.062988
	Iteration 27Q: 3 clusters Score -3559598 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3559759.000000 Penalty: 4981.062988
	Iteration 28Q: 3 clusters Score -3559759 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3559938.250000 Penalty: 4981.062988
	Iteration 29Q: 3 clusters Score -3559938 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3560126.250000 Penalty: 4981.062988
	Iteration 30Q: 3 clusters Score -3560126 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3560304.750000 Penalty: 4981.062988
	Iteration 31Q: 3 clusters Score -3560305 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3560486.250000 Penalty: 4981.062988
	Iteration 32Q: 3 clusters Score -3560486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3560732.750000 Penalty: 4981.062988
	Iteration 33Q: 3 clusters Score -3560733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3560974.250000 Penalty: 4981.062988
	Iteration 34Q: 3 clusters Score -3560974 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3561142.000000 Penalty: 4981.062988
	Iteration 35Q: 3 clusters Score -3561142 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3561255.500000 Penalty: 4981.062988
	Iteration 36Q: 3 clusters Score -3561256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3561329.500000 Penalty: 4981.062988
	Iteration 37Q: 3 clusters Score -3561330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3561367.500000 Penalty: 4981.062988
	Iteration 38Q: 3 clusters Score -3561368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3561402.000000 Penalty: 4981.062988
	Iteration 39Q: 3 clusters Score -3561402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3561431.750000 Penalty: 4981.062988
	Iteration 40F: 3 clusters Score -3561432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3561438.750000 Penalty: 4981.062988
	Iteration 41Q: 3 clusters Score -3561439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3561446.000000 Penalty: 4981.062988
	Iteration 42Q: 3 clusters Score -3561446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3561449.250000 Penalty: 4981.062988
	Iteration 43Q: 3 clusters Score -3561449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3561452.750000 Penalty: 4981.062988
	Iteration 44Q: 3 clusters Score -3561453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3561451.500000 Penalty: 4981.062988
	Iteration 45Q: 3 clusters Score -3561452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3561451.000000 Penalty: 4981.062988
	Iteration 46Q: 3 clusters Score -3561451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3561453.500000 Penalty: 4981.062988
	Iteration 47Q: 3 clusters Score -3561454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3561450.250000 Penalty: 4981.062988
	Iteration 48Q: 3 clusters Score -3561450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3561450.750000 Penalty: 4981.062988
	Iteration 49Q: 3 clusters Score -3561451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3561452.500000 Penalty: 4981.062988
	Iteration 50Q: 3 clusters Score -3561452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3561454.500000 Penalty: 4981.062988
	Iteration 51Q: 3 clusters Score -3561454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3561457.250000 Penalty: 4981.062988
	Iteration 52Q: 3 clusters Score -3561457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3561457.250000 Penalty: 4981.062988
	Iteration 53F: 3 clusters Score -3561457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 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 116 members 
Entering Unmasked Estep 
Score: -36559.929688 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36559.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36682.796875 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36682.8 nChanged 4
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: -36695.960938 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36695.96 nChanged 4
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: -36729.121094 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36729.12 nChanged 2
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: -36734.769531 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -36734.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36736.046875 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -36736.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36736.046875 Penalty: 2780.477783
	Iteration 6F: 3 clusters Score -36736.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Entering Unmasked Estep 
Score: -6958437.500000 Penalty: 2655.793945
	Iteration 0F: 2 clusters Score -6958438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6928177.000000 Penalty: 5311.587891
	Iteration 0F: 3 clusters Score -6928177 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -6939585.500000 Penalty: 5311.587891
	Iteration 1F: 3 clusters Score -6939586 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -6940386.000000 Penalty: 5311.587891
	Iteration 2Q: 3 clusters Score -6940386 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -6941440.500000 Penalty: 5311.587891
	Iteration 3F: 3 clusters Score -6941440 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -6942720.000000 Penalty: 5311.587891
	Iteration 4F: 3 clusters Score -6942720 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -6944393.000000 Penalty: 5311.587891
	Iteration 5F: 3 clusters Score -6944393 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6946009.000000 Penalty: 5311.587891
	Iteration 6F: 3 clusters Score -6946009 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6947401.500000 Penalty: 5311.587891
	Iteration 7F: 3 clusters Score -6947402 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -6948582.500000 Penalty: 5311.587891
	Iteration 8Q: 3 clusters Score -6948582 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -6949499.000000 Penalty: 5311.587891
	Iteration 9Q: 3 clusters Score -6949499 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -6950339.500000 Penalty: 5311.587891
	Iteration 10Q: 3 clusters Score -6950340 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6951239.500000 Penalty: 5311.587891
	Iteration 11Q: 3 clusters Score -6951240 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -6952151.500000 Penalty: 5311.587891
	Iteration 12Q: 3 clusters Score -6952152 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -6952972.000000 Penalty: 5311.587891
	Iteration 13Q: 3 clusters Score -6952972 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -6953720.000000 Penalty: 5311.587891
	Iteration 14Q: 3 clusters Score -6953720 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -6954352.500000 Penalty: 5311.587891
	Iteration 15Q: 3 clusters Score -6954352 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -6954784.500000 Penalty: 5311.587891
	Iteration 16Q: 3 clusters Score -6954784 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -6955126.000000 Penalty: 5311.587891
	Iteration 17Q: 3 clusters Score -6955126 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6955360.500000 Penalty: 5311.587891
	Iteration 18Q: 3 clusters Score -6955360 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6955541.500000 Penalty: 5311.587891
	Iteration 19Q: 3 clusters Score -6955542 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6955694.500000 Penalty: 5311.587891
	Iteration 20F: 3 clusters Score -6955694 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -6955822.000000 Penalty: 5311.587891
	Iteration 21Q: 3 clusters Score -6955822 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6955918.500000 Penalty: 5311.587891
	Iteration 22Q: 3 clusters Score -6955918 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6956020.500000 Penalty: 5311.587891
	Iteration 23Q: 3 clusters Score -6956020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -6956089.000000 Penalty: 5311.587891
	Iteration 24Q: 3 clusters Score -6956089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -6956108.000000 Penalty: 5311.587891
	Iteration 25Q: 3 clusters Score -6956108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -6956133.500000 Penalty: 5311.587891
	Iteration 26Q: 3 clusters Score -6956134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6956164.500000 Penalty: 5311.587891
	Iteration 27Q: 3 clusters Score -6956164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6956199.000000 Penalty: 5311.587891
	Iteration 28Q: 3 clusters Score -6956199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6956245.000000 Penalty: 5311.587891
	Iteration 29Q: 3 clusters Score -6956245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -6956256.000000 Penalty: 5311.587891
	Iteration 30Q: 3 clusters Score -6956256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6956256.500000 Penalty: 5311.587891
	Iteration 31Q: 3 clusters Score -6956256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -6956279.500000 Penalty: 5311.587891
	Iteration 32Q: 3 clusters Score -6956280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -6956294.000000 Penalty: 5311.587891
	Iteration 33Q: 3 clusters Score -6956294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6956305.000000 Penalty: 5311.587891
	Iteration 34Q: 3 clusters Score -6956305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -6956305.000000 Penalty: 5311.587891
	Iteration 35Q: 3 clusters Score -6956305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -6956312.000000 Penalty: 5311.587891
	Iteration 36Q: 3 clusters Score -6956312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6956322.000000 Penalty: 5311.587891
	Iteration 37Q: 3 clusters Score -6956322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6956320.000000 Penalty: 5311.587891
	Iteration 38Q: 3 clusters Score -6956320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6956328.500000 Penalty: 5311.587891
	Iteration 39Q: 3 clusters Score -6956328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -6956336.000000 Penalty: 5311.587891
	Iteration 40F: 3 clusters Score -6956336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6956337.500000 Penalty: 5311.587891
	Iteration 41Q: 3 clusters Score -6956338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -6956340.000000 Penalty: 5311.587891
	Iteration 42Q: 3 clusters Score -6956340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -6956344.000000 Penalty: 5311.587891
	Iteration 43Q: 3 clusters Score -6956344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6956341.500000 Penalty: 5311.587891
	Iteration 44Q: 3 clusters Score -6956342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6956340.500000 Penalty: 5311.587891
	Iteration 45Q: 3 clusters Score -6956340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6956341.500000 Penalty: 5311.587891
	Iteration 46Q: 3 clusters Score -6956342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6956341.500000 Penalty: 5311.587891
	Iteration 47Q: 3 clusters Score -6956342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6956342.500000 Penalty: 5311.587891
	Iteration 48Q: 3 clusters Score -6956342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -6956347.000000 Penalty: 5311.587891
	Iteration 49Q: 3 clusters Score -6956347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6956351.000000 Penalty: 5311.587891
	Iteration 50Q: 3 clusters Score -6956351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -6956351.000000 Penalty: 5311.587891
	Iteration 51Q: 3 clusters Score -6956351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6956352.000000 Penalty: 5311.587891
	Iteration 52Q: 3 clusters Score -6956352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -6956359.000000 Penalty: 5311.587891
	Iteration 53Q: 3 clusters Score -6956359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -6956354.000000 Penalty: 5311.587891
	Iteration 54Q: 3 clusters Score -6956354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6956357.500000 Penalty: 5311.587891
	Iteration 55Q: 3 clusters Score -6956358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -6956370.000000 Penalty: 5311.587891
	Iteration 56Q: 3 clusters Score -6956370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -6956367.500000 Penalty: 5311.587891
	Iteration 57Q: 3 clusters Score -6956368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6956365.000000 Penalty: 5311.587891
	Iteration 58Q: 3 clusters Score -6956365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6956367.500000 Penalty: 5311.587891
	Iteration 59Q: 3 clusters Score -6956368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6956372.000000 Penalty: 5311.587891
	Iteration 60F: 3 clusters Score -6956372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -6956375.000000 Penalty: 5311.587891
	Iteration 61Q: 3 clusters Score -6956375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -6956375.000000 Penalty: 5311.587891
	Iteration 62F: 3 clusters Score -6956375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Entering Unmasked Estep 
Score: -8317727.500000 Penalty: 2697.460693
	Iteration 0F: 2 clusters Score -8317728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -8281984.000000 Penalty: 5394.921387
	Iteration 0F: 3 clusters Score -8281984 nChanged 24512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -8295989.500000 Penalty: 5394.921387
	Iteration 1F: 3 clusters Score -8295990 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -8296794.500000 Penalty: 5394.921387
	Iteration 2Q: 3 clusters Score -8296794 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8297640.500000 Penalty: 5394.921387
	Iteration 3Q: 3 clusters Score -8297640 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8298678.500000 Penalty: 5394.921387
	Iteration 4Q: 3 clusters Score -8298678 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8299948.500000 Penalty: 5394.921387
	Iteration 5Q: 3 clusters Score -8299948 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8301302.000000 Penalty: 5394.921387
	Iteration 6F: 3 clusters Score -8301302 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -8303169.000000 Penalty: 5394.921387
	Iteration 7F: 3 clusters Score -8303169 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -8305660.500000 Penalty: 5394.921387
	Iteration 8F: 3 clusters Score -8305660 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -8308348.000000 Penalty: 5394.921387
	Iteration 9F: 3 clusters Score -8308348 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -8310492.000000 Penalty: 5394.921387
	Iteration 10F: 3 clusters Score -8310492 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8311556.000000 Penalty: 5394.921387
	Iteration 11Q: 3 clusters Score -8311556 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8312018.000000 Penalty: 5394.921387
	Iteration 12Q: 3 clusters Score -8312018 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -8312179.500000 Penalty: 5394.921387
	Iteration 13Q: 3 clusters Score -8312180 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -8312329.500000 Penalty: 5394.921387
	Iteration 14Q: 3 clusters Score -8312330 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -8312443.500000 Penalty: 5394.921387
	Iteration 15Q: 3 clusters Score -8312444 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -8312572.500000 Penalty: 5394.921387
	Iteration 16Q: 3 clusters Score -8312572 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -8312666.000000 Penalty: 5394.921387
	Iteration 17Q: 3 clusters Score -8312666 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8312745.000000 Penalty: 5394.921387
	Iteration 18Q: 3 clusters Score -8312745 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -8312804.000000 Penalty: 5394.921387
	Iteration 19Q: 3 clusters Score -8312804 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -8312890.000000 Penalty: 5394.921387
	Iteration 20F: 3 clusters Score -8312890 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8312958.000000 Penalty: 5394.921387
	Iteration 21Q: 3 clusters Score -8312958 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -8313006.000000 Penalty: 5394.921387
	Iteration 22Q: 3 clusters Score -8313006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -8313077.500000 Penalty: 5394.921387
	Iteration 23Q: 3 clusters Score -8313078 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -8313112.000000 Penalty: 5394.921387
	Iteration 24Q: 3 clusters Score -8313112 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -8313169.000000 Penalty: 5394.921387
	Iteration 25Q: 3 clusters Score -8313169 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -8313229.500000 Penalty: 5394.921387
	Iteration 26Q: 3 clusters Score -8313230 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -8313249.500000 Penalty: 5394.921387
	Iteration 27Q: 3 clusters Score -8313250 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -8313299.500000 Penalty: 5394.921387
	Iteration 28Q: 3 clusters Score -8313300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -8313337.500000 Penalty: 5394.921387
	Iteration 29Q: 3 clusters Score -8313338 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -8313347.000000 Penalty: 5394.921387
	Iteration 30Q: 3 clusters Score -8313347 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -8313395.500000 Penalty: 5394.921387
	Iteration 31Q: 3 clusters Score -8313396 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -8313435.000000 Penalty: 5394.921387
	Iteration 32Q: 3 clusters Score -8313435 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -8313468.000000 Penalty: 5394.921387
	Iteration 33Q: 3 clusters Score -8313468 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8313469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -8313477.000000 Penalty: 5394.921387
	Iteration 35Q: 3 clusters Score -8313477 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -8313519.000000 Penalty: 5394.921387
	Iteration 36Q: 3 clusters Score -8313519 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8313570.000000 Penalty: 5394.921387
	Iteration 37Q: 3 clusters Score -8313570 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -8313579.000000 Penalty: 5394.921387
	Iteration 38Q: 3 clusters Score -8313579 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -8313598.000000 Penalty: 5394.921387
	Iteration 39Q: 3 clusters Score -8313598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -8313613.000000 Penalty: 5394.921387
	Iteration 40F: 3 clusters Score -8313613 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8313637.000000 Penalty: 5394.921387
	Iteration 41Q: 3 clusters Score -8313637 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8313644 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -8313669.500000 Penalty: 5394.921387
	Iteration 43Q: 3 clusters Score -8313670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -8313682.000000 Penalty: 5394.921387
	Iteration 44Q: 3 clusters Score -8313682 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8313683 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8313695.000000 Penalty: 5394.921387
	Iteration 46Q: 3 clusters Score -8313695 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8313706.500000 Penalty: 5394.921387
	Iteration 47Q: 3 clusters Score -8313706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8313718.500000 Penalty: 5394.921387
	Iteration 48Q: 3 clusters Score -8313718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -8313739.000000 Penalty: 5394.921387
	Iteration 49Q: 3 clusters Score -8313739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -8313732.000000 Penalty: 5394.921387
	Iteration 50Q: 3 clusters Score -8313732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -8313742.000000 Penalty: 5394.921387
	Iteration 51Q: 3 clusters Score -8313742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8313753.000000 Penalty: 5394.921387
	Iteration 52Q: 3 clusters Score -8313753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8313757.500000 Penalty: 5394.921387
	Iteration 53Q: 3 clusters Score -8313758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8313772.500000 Penalty: 5394.921387
	Iteration 54Q: 3 clusters Score -8313772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -8313769.500000 Penalty: 5394.921387
	Iteration 55Q: 3 clusters Score -8313770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8313762.500000 Penalty: 5394.921387
	Iteration 56Q: 3 clusters Score -8313762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -8313788.000000 Penalty: 5394.921387
	Iteration 57Q: 3 clusters Score -8313788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -8313784.000000 Penalty: 5394.921387
	Iteration 58Q: 3 clusters Score -8313784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -8313806.000000 Penalty: 5394.921387
	Iteration 59Q: 3 clusters Score -8313806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8313824.500000 Penalty: 5394.921387
	Iteration 60F: 3 clusters Score -8313824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -8313824.500000 Penalty: 5394.921387
	Iteration 61Q: 3 clusters Score -8313824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8313828.500000 Penalty: 5394.921387
	Iteration 62Q: 3 clusters Score -8313828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8313828.000000 Penalty: 5394.921387
	Iteration 63Q: 3 clusters Score -8313828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8313835.500000 Penalty: 5394.921387
	Iteration 64Q: 3 clusters Score -8313836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -8313823.000000 Penalty: 5394.921387
	Iteration 65Q: 3 clusters Score -8313823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -8313824.000000 Penalty: 5394.921387
	Iteration 66Q: 3 clusters Score -8313824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -8313828.500000 Penalty: 5394.921387
	Iteration 67Q: 3 clusters Score -8313828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -8313831.000000 Penalty: 5394.921387
	Iteration 68Q: 3 clusters Score -8313831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -8313836.500000 Penalty: 5394.921387
	Iteration 69Q: 3 clusters Score -8313836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -8313836.000000 Penalty: 5394.921387
	Iteration 70Q: 3 clusters Score -8313836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8313839.000000 Penalty: 5394.921387
	Iteration 71Q: 3 clusters Score -8313839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8313830.000000 Penalty: 5394.921387
	Iteration 72Q: 3 clusters Score -8313830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -8313834.500000 Penalty: 5394.921387
	Iteration 73Q: 3 clusters Score -8313834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -8313828.000000 Penalty: 5394.921387
	Iteration 74Q: 3 clusters Score -8313828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -8313821.000000 Penalty: 5394.921387
	Iteration 75Q: 3 clusters Score -8313821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -8313824.000000 Penalty: 5394.921387
	Iteration 76Q: 3 clusters Score -8313824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -8313836.000000 Penalty: 5394.921387
	Iteration 77Q: 3 clusters Score -8313836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -8313840.500000 Penalty: 5394.921387
	Iteration 78Q: 3 clusters Score -8313840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8313838.500000 Penalty: 5394.921387
	Iteration 79Q: 3 clusters Score -8313838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -8313840.000000 Penalty: 5394.921387
	Iteration 80F: 3 clusters Score -8313840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -8313840.000000 Penalty: 5394.921387
	Iteration 81Q: 3 clusters Score -8313840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -8313839.500000 Penalty: 5394.921387
	Iteration 82Q: 3 clusters Score -8313840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8313834.000000 Penalty: 5394.921387
	Iteration 83Q: 3 clusters Score -8313834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -8313836.500000 Penalty: 5394.921387
	Iteration 84Q: 3 clusters Score -8313836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -8313838.500000 Penalty: 5394.921387
	Iteration 85Q: 3 clusters Score -8313838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -8313837.000000 Penalty: 5394.921387
	Iteration 86Q: 3 clusters Score -8313837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8313837.000000 Penalty: 5394.921387
	Iteration 87Q: 3 clusters Score -8313837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8313838.000000 Penalty: 5394.921387
	Iteration 88Q: 3 clusters Score -8313838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -8313841.500000 Penalty: 5394.921387
	Iteration 89Q: 3 clusters Score -8313842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -8313841.500000 Penalty: 5394.921387
	Iteration 90Q: 3 clusters Score -8313842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8313849.500000 Penalty: 5394.921387
	Iteration 91Q: 3 clusters Score -8313850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8313850.000000 Penalty: 5394.921387
	Iteration 92Q: 3 clusters Score -8313850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8313847.000000 Penalty: 5394.921387
	Iteration 93Q: 3 clusters Score -8313847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -8313845.500000 Penalty: 5394.921387
	Iteration 94Q: 3 clusters Score -8313846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -8313853.000000 Penalty: 5394.921387
	Iteration 95Q: 3 clusters Score -8313853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8313851.500000 Penalty: 5394.921387
	Iteration 96Q: 3 clusters Score -8313852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -8313850.000000 Penalty: 5394.921387
	Iteration 97Q: 3 clusters Score -8313850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8313856.000000 Penalty: 5394.921387
	Iteration 98Q: 3 clusters Score -8313856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -8313857.500000 Penalty: 5394.921387
	Iteration 99Q: 3 clusters Score -8313858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -8313855.500000 Penalty: 5394.921387
	Iteration 100F: 3 clusters Score -8313856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8313844.000000 Penalty: 5394.921387
	Iteration 101Q: 3 clusters Score -8313844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -8313850.500000 Penalty: 5394.921387
	Iteration 102Q: 3 clusters Score -8313850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -8313842.500000 Penalty: 5394.921387
	Iteration 103Q: 3 clusters Score -8313842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -8313844.000000 Penalty: 5394.921387
	Iteration 104Q: 3 clusters Score -8313844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -8313849.500000 Penalty: 5394.921387
	Iteration 105Q: 3 clusters Score -8313850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -8313845.500000 Penalty: 5394.921387
	Iteration 106Q: 3 clusters Score -8313846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -8313846.500000 Penalty: 5394.921387
	Iteration 107Q: 3 clusters Score -8313846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -8313853.500000 Penalty: 5394.921387
	Iteration 108Q: 3 clusters Score -8313854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8313859.000000 Penalty: 5394.921387
	Iteration 109Q: 3 clusters Score -8313859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8313856.000000 Penalty: 5394.921387
	Iteration 110Q: 3 clusters Score -8313856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8313859.500000 Penalty: 5394.921387
	Iteration 111Q: 3 clusters Score -8313860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8313852.000000 Penalty: 5394.921387
	Iteration 112Q: 3 clusters Score -8313852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8313849.000000 Penalty: 5394.921387
	Iteration 113Q: 3 clusters Score -8313849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -8313847.500000 Penalty: 5394.921387
	Iteration 114Q: 3 clusters Score -8313848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8313842.000000 Penalty: 5394.921387
	Iteration 115Q: 3 clusters Score -8313842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -8313852.500000 Penalty: 5394.921387
	Iteration 116Q: 3 clusters Score -8313852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -8313862.000000 Penalty: 5394.921387
	Iteration 117Q: 3 clusters Score -8313862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8313862.000000 Penalty: 5394.921387
	Iteration 118Q: 3 clusters Score -8313862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8313858.000000 Penalty: 5394.921387
	Iteration 119Q: 3 clusters Score -8313858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -8313862.500000 Penalty: 5394.921387
	Iteration 120F: 3 clusters Score -8313862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -8313865.500000 Penalty: 5394.921387
	Iteration 121Q: 3 clusters Score -8313866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8313863.000000 Penalty: 5394.921387
	Iteration 122Q: 3 clusters Score -8313863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8313861.000000 Penalty: 5394.921387
	Iteration 123Q: 3 clusters Score -8313861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8313861.000000 Penalty: 5394.921387
	Iteration 124F: 3 clusters Score -8313861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -111446.437500 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -111446.4 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 367 members 
Entering Unmasked Estep 
Score: -109715.906250 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -109715.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109923.671875 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -109923.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109977.750000 Penalty: 3266.056396
	Iteration 2Q: 3 clusters Score -109977.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110014.593750 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -110014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110029.906250 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -110029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110044.734375 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -110044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110051.125000 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -110051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110058.515625 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -110058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110067.203125 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -110067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110073.437500 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -110073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110082.343750 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -110082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110086.054688 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -110086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110087.601562 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -110087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110088.296875 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -110088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110088.906250 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -110088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110088.906250 Penalty: 3266.056396
	Iteration 15F: 3 clusters Score -110088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Entering Unmasked Estep 
Score: -1144268.000000 Penalty: 2219.635742
	Iteration 0F: 2 clusters Score -1144268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1138070.750000 Penalty: 4439.271484
	Iteration 0F: 3 clusters Score -1138071 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1139929.875000 Penalty: 4439.271484
	Iteration 1F: 3 clusters Score -1139930 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1140374.750000 Penalty: 4439.271484
	Iteration 2F: 3 clusters Score -1140375 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1140731.625000 Penalty: 4439.271484
	Iteration 3F: 3 clusters Score -1140732 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1141017.000000 Penalty: 4439.271484
	Iteration 4F: 3 clusters Score -1141017 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1141255.500000 Penalty: 4439.271484
	Iteration 5F: 3 clusters Score -1141256 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1141452.625000 Penalty: 4439.271484
	Iteration 6Q: 3 clusters Score -1141453 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1141604.625000 Penalty: 4439.271484
	Iteration 7Q: 3 clusters Score -1141605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1141722.375000 Penalty: 4439.271484
	Iteration 8Q: 3 clusters Score -1141722 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1141818.500000 Penalty: 4439.271484
	Iteration 9Q: 3 clusters Score -1141818 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1141911.000000 Penalty: 4439.271484
	Iteration 10Q: 3 clusters Score -1141911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1141993.500000 Penalty: 4439.271484
	Iteration 11Q: 3 clusters Score -1141994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1142075.500000 Penalty: 4439.271484
	Iteration 12Q: 3 clusters Score -1142076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1142150.875000 Penalty: 4439.271484
	Iteration 13Q: 3 clusters Score -1142151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1142198.875000 Penalty: 4439.271484
	Iteration 14Q: 3 clusters Score -1142199 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1142248.750000 Penalty: 4439.271484
	Iteration 15Q: 3 clusters Score -1142249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1142289.250000 Penalty: 4439.271484
	Iteration 16Q: 3 clusters Score -1142289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1142321.500000 Penalty: 4439.271484
	Iteration 17Q: 3 clusters Score -1142322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1142348.250000 Penalty: 4439.271484
	Iteration 18Q: 3 clusters Score -1142348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1142366.125000 Penalty: 4439.271484
	Iteration 19Q: 3 clusters Score -1142366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1142380.250000 Penalty: 4439.271484
	Iteration 20F: 3 clusters Score -1142380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1142390.125000 Penalty: 4439.271484
	Iteration 21Q: 3 clusters Score -1142390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1142404.750000 Penalty: 4439.271484
	Iteration 22Q: 3 clusters Score -1142405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1142410.875000 Penalty: 4439.271484
	Iteration 23Q: 3 clusters Score -1142411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1142421.000000 Penalty: 4439.271484
	Iteration 24Q: 3 clusters Score -1142421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1142432.000000 Penalty: 4439.271484
	Iteration 25Q: 3 clusters Score -1142432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1142444.250000 Penalty: 4439.271484
	Iteration 26Q: 3 clusters Score -1142444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1142456.500000 Penalty: 4439.271484
	Iteration 27Q: 3 clusters Score -1142456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1142472.875000 Penalty: 4439.271484
	Iteration 28Q: 3 clusters Score -1142473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1142484.875000 Penalty: 4439.271484
	Iteration 29Q: 3 clusters Score -1142485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1142493.875000 Penalty: 4439.271484
	Iteration 30Q: 3 clusters Score -1142494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1142503.750000 Penalty: 4439.271484
	Iteration 31Q: 3 clusters Score -1142504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1142515.875000 Penalty: 4439.271484
	Iteration 32Q: 3 clusters Score -1142516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1142527.125000 Penalty: 4439.271484
	Iteration 33Q: 3 clusters Score -1142527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1142535.000000 Penalty: 4439.271484
	Iteration 34Q: 3 clusters Score -1142535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1142540.375000 Penalty: 4439.271484
	Iteration 35Q: 3 clusters Score -1142540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1142543.125000 Penalty: 4439.271484
	Iteration 36Q: 3 clusters Score -1142543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1142546.000000 Penalty: 4439.271484
	Iteration 37Q: 3 clusters Score -1142546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1142547.250000 Penalty: 4439.271484
	Iteration 38Q: 3 clusters Score -1142547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1142546.125000 Penalty: 4439.271484
	Iteration 39Q: 3 clusters Score -1142546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1142549.625000 Penalty: 4439.271484
	Iteration 40F: 3 clusters Score -1142550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1142552.125000 Penalty: 4439.271484
	Iteration 41Q: 3 clusters Score -1142552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1142550.750000 Penalty: 4439.271484
	Iteration 42Q: 3 clusters Score -1142551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1142554.000000 Penalty: 4439.271484
	Iteration 43Q: 3 clusters Score -1142554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1142555.625000 Penalty: 4439.271484
	Iteration 44Q: 3 clusters Score -1142556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1142560.500000 Penalty: 4439.271484
	Iteration 45Q: 3 clusters Score -1142560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1142562.875000 Penalty: 4439.271484
	Iteration 46Q: 3 clusters Score -1142563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1142567.375000 Penalty: 4439.271484
	Iteration 47Q: 3 clusters Score -1142567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1142570.750000 Penalty: 4439.271484
	Iteration 48Q: 3 clusters Score -1142571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1142573.625000 Penalty: 4439.271484
	Iteration 49Q: 3 clusters Score -1142574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1142574.625000 Penalty: 4439.271484
	Iteration 50Q: 3 clusters Score -1142575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1142576.875000 Penalty: 4439.271484
	Iteration 51Q: 3 clusters Score -1142577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1142578.375000 Penalty: 4439.271484
	Iteration 52Q: 3 clusters Score -1142578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1142580.750000 Penalty: 4439.271484
	Iteration 53Q: 3 clusters Score -1142581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1142581.250000 Penalty: 4439.271484
	Iteration 54Q: 3 clusters Score -1142581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1142579.750000 Penalty: 4439.271484
	Iteration 55Q: 3 clusters Score -1142580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1142581.000000 Penalty: 4439.271484
	Iteration 56Q: 3 clusters Score -1142581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1142581.000000 Penalty: 4439.271484
	Iteration 57F: 3 clusters Score -1142581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -490894.500000 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -490894.5 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 1592 members 
Entering Unmasked Estep 
Score: -487512.000000 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -487512 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -488253.281250 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -488253.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -488424.062500 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -488424.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -488526.500000 Penalty: 4000.059570
	Iteration 3Q: 3 clusters Score -488526.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -488616.781250 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -488616.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -488672.906250 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -488672.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -488713.375000 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -488713.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -488738.406250 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -488738.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -488767.000000 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -488767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488787.312500 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -488787.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -488806.625000 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -488806.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -488830.781250 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -488830.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -488849.906250 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -488849.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -488864.906250 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -488864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -488875.781250 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -488875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -488887.125000 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -488887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -488896.937500 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -488896.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -488911.593750 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -488911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -488924.812500 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -488924.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -488936.812500 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -488936.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -488954.656250 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -488954.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -488971.156250 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -488971.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488981.750000 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -488981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -488990.312500 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -488990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488996.906250 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -488996.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -489004.343750 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -489004.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -489008.687500 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -489008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -489014.718750 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -489014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -489022.750000 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -489022.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -489031.187500 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -489031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -489037.093750 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -489037.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -489042.156250 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -489042.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -489045.656250 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -489045.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -489049.875000 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -489049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -489054.031250 Penalty: 4000.059570
	Iteration 34Q: 3 clusters Score -489054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -489058.781250 Penalty: 4000.059570
	Iteration 35Q: 3 clusters Score -489058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -489063.000000 Penalty: 4000.059570
	Iteration 36Q: 3 clusters Score -489063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -489065.281250 Penalty: 4000.059570
	Iteration 37Q: 3 clusters Score -489065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -489067.468750 Penalty: 4000.059570
	Iteration 38Q: 3 clusters Score -489067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -489070.406250 Penalty: 4000.059570
	Iteration 39Q: 3 clusters Score -489070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -489072.593750 Penalty: 4000.059570
	Iteration 40F: 3 clusters Score -489072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -489074.750000 Penalty: 4000.059570
	Iteration 41Q: 3 clusters Score -489074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -489076.562500 Penalty: 4000.059570
	Iteration 42Q: 3 clusters Score -489076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -489078.968750 Penalty: 4000.059570
	Iteration 43Q: 3 clusters Score -489079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -489080.500000 Penalty: 4000.059570
	Iteration 44Q: 3 clusters Score -489080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -489080.468750 Penalty: 4000.059570
	Iteration 45Q: 3 clusters Score -489080.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -489080.468750 Penalty: 4000.059570
	Iteration 46F: 3 clusters Score -489080.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (102363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Entering Unmasked Estep 
Score: -16168837.000000 Penalty: 2860.997559
	Iteration 0F: 2 clusters Score -1.616884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -16105224.000000 Penalty: 5721.995117
	Iteration 0F: 3 clusters Score -1.610522e+07 nChanged 48457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -16133230.000000 Penalty: 5721.995117
	Iteration 1F: 3 clusters Score -1.613323e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -16134616.000000 Penalty: 5721.995117
	Iteration 2Q: 3 clusters Score -1.613462e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -16136765.000000 Penalty: 5721.995117
	Iteration 3Q: 3 clusters Score -1.613676e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -16139898.000000 Penalty: 5721.995117
	Iteration 4F: 3 clusters Score -1.61399e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -16143206.000000 Penalty: 5721.995117
	Iteration 5F: 3 clusters Score -1.614321e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -16146077.000000 Penalty: 5721.995117
	Iteration 6F: 3 clusters Score -1.614608e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -16148159.000000 Penalty: 5721.995117
	Iteration 7F: 3 clusters Score -1.614816e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -16149402.000000 Penalty: 5721.995117
	Iteration 8Q: 3 clusters Score -1.61494e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -16150049.000000 Penalty: 5721.995117
	Iteration 9Q: 3 clusters Score -1.615005e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -16150582.000000 Penalty: 5721.995117
	Iteration 10Q: 3 clusters Score -1.615058e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -16151032.000000 Penalty: 5721.995117
	Iteration 11Q: 3 clusters Score -1.615103e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -16151270.000000 Penalty: 5721.995117
	Iteration 12Q: 3 clusters Score -1.615127e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -16151619.000000 Penalty: 5721.995117
	Iteration 13Q: 3 clusters Score -1.615162e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -16151885.000000 Penalty: 5721.995117
	Iteration 14Q: 3 clusters Score -1.615188e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -16152233.000000 Penalty: 5721.995117
	Iteration 15Q: 3 clusters Score -1.615223e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -16152982.000000 Penalty: 5721.995117
	Iteration 16Q: 3 clusters Score -1.615298e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -16154051.000000 Penalty: 5721.995117
	Iteration 17Q: 3 clusters Score -1.615405e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -16155340.000000 Penalty: 5721.995117
	Iteration 18Q: 3 clusters Score -1.615534e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -16157201.000000 Penalty: 5721.995117
	Iteration 19Q: 3 clusters Score -1.61572e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -16158720.000000 Penalty: 5721.995117
	Iteration 20F: 3 clusters Score -1.615872e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -16159915.000000 Penalty: 5721.995117
	Iteration 21Q: 3 clusters Score -1.615992e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -16160551.000000 Penalty: 5721.995117
	Iteration 22Q: 3 clusters Score -1.616055e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -16161094.000000 Penalty: 5721.995117
	Iteration 23Q: 3 clusters Score -1.616109e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -16161402.000000 Penalty: 5721.995117
	Iteration 24Q: 3 clusters Score -1.61614e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -16161744.000000 Penalty: 5721.995117
	Iteration 25Q: 3 clusters Score -1.616174e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -16162059.000000 Penalty: 5721.995117
	Iteration 26Q: 3 clusters Score -1.616206e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -16162318.000000 Penalty: 5721.995117
	Iteration 27Q: 3 clusters Score -1.616232e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -16162551.000000 Penalty: 5721.995117
	Iteration 28Q: 3 clusters Score -1.616255e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -16162776.000000 Penalty: 5721.995117
	Iteration 29Q: 3 clusters Score -1.616278e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -16163022.000000 Penalty: 5721.995117
	Iteration 30Q: 3 clusters Score -1.616302e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -16163185.000000 Penalty: 5721.995117
	Iteration 31Q: 3 clusters Score -1.616318e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -16163385.000000 Penalty: 5721.995117
	Iteration 32Q: 3 clusters Score -1.616338e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -16163553.000000 Penalty: 5721.995117
	Iteration 33Q: 3 clusters Score -1.616355e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -16163746.000000 Penalty: 5721.995117
	Iteration 34Q: 3 clusters Score -1.616375e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -16164020.000000 Penalty: 5721.995117
	Iteration 35Q: 3 clusters Score -1.616402e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -16164231.000000 Penalty: 5721.995117
	Iteration 36Q: 3 clusters Score -1.616423e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -16164461.000000 Penalty: 5721.995117
	Iteration 37Q: 3 clusters Score -1.616446e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -16164567.000000 Penalty: 5721.995117
	Iteration 38Q: 3 clusters Score -1.616457e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -16164703.000000 Penalty: 5721.995117
	Iteration 39Q: 3 clusters Score -1.61647e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -16164796.000000 Penalty: 5721.995117
	Iteration 40F: 3 clusters Score -1.61648e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -16164971.000000 Penalty: 5721.995117
	Iteration 41Q: 3 clusters Score -1.616497e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -16165064.000000 Penalty: 5721.995117
	Iteration 42Q: 3 clusters Score -1.616506e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16165267.000000 Penalty: 5721.995117
	Iteration 43Q: 3 clusters Score -1.616527e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -16165441.000000 Penalty: 5721.995117
	Iteration 44Q: 3 clusters Score -1.616544e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -16165584.000000 Penalty: 5721.995117
	Iteration 45Q: 3 clusters Score -1.616558e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -16165697.000000 Penalty: 5721.995117
	Iteration 46Q: 3 clusters Score -1.61657e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -16165798.000000 Penalty: 5721.995117
	Iteration 47Q: 3 clusters Score -1.61658e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -16165895.000000 Penalty: 5721.995117
	Iteration 48Q: 3 clusters Score -1.61659e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16166025.000000 Penalty: 5721.995117
	Iteration 49Q: 3 clusters Score -1.616602e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -16166085.000000 Penalty: 5721.995117
	Iteration 50Q: 3 clusters Score -1.616608e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -16166132.000000 Penalty: 5721.995117
	Iteration 51Q: 3 clusters Score -1.616613e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -16166239.000000 Penalty: 5721.995117
	Iteration 52Q: 3 clusters Score -1.616624e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -16166259.000000 Penalty: 5721.995117
	Iteration 53Q: 3 clusters Score -1.616626e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -16166358.000000 Penalty: 5721.995117
	Iteration 54Q: 3 clusters Score -1.616636e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -16166388.000000 Penalty: 5721.995117
	Iteration 55Q: 3 clusters Score -1.616639e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -16166403.000000 Penalty: 5721.995117
	Iteration 56Q: 3 clusters Score -1.61664e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16166423.000000 Penalty: 5721.995117
	Iteration 57Q: 3 clusters Score -1.616642e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -16166522.000000 Penalty: 5721.995117
	Iteration 58Q: 3 clusters Score -1.616652e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -16166539.000000 Penalty: 5721.995117
	Iteration 59Q: 3 clusters Score -1.616654e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -16166548.000000 Penalty: 5721.995117
	Iteration 60F: 3 clusters Score -1.616655e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16166588.000000 Penalty: 5721.995117
	Iteration 61Q: 3 clusters Score -1.616659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -16166636.000000 Penalty: 5721.995117
	Iteration 62Q: 3 clusters Score -1.616664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -16166649.000000 Penalty: 5721.995117
	Iteration 63Q: 3 clusters Score -1.616665e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -16166672.000000 Penalty: 5721.995117
	Iteration 64Q: 3 clusters Score -1.616667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -16166678.000000 Penalty: 5721.995117
	Iteration 65Q: 3 clusters Score -1.616668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -16166702.000000 Penalty: 5721.995117
	Iteration 66Q: 3 clusters Score -1.61667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -16166718.000000 Penalty: 5721.995117
	Iteration 67Q: 3 clusters Score -1.616672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -16166742.000000 Penalty: 5721.995117
	Iteration 68Q: 3 clusters Score -1.616674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16166757.000000 Penalty: 5721.995117
	Iteration 69Q: 3 clusters Score -1.616676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -16166762.000000 Penalty: 5721.995117
	Iteration 70Q: 3 clusters Score -1.616676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -16166771.000000 Penalty: 5721.995117
	Iteration 71Q: 3 clusters Score -1.616677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -16166754.000000 Penalty: 5721.995117
	Iteration 72Q: 3 clusters Score -1.616675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -16166772.000000 Penalty: 5721.995117
	Iteration 73Q: 3 clusters Score -1.616677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -16166767.000000 Penalty: 5721.995117
	Iteration 74Q: 3 clusters Score -1.616677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16166768.000000 Penalty: 5721.995117
	Iteration 75Q: 3 clusters Score -1.616677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -16166789.000000 Penalty: 5721.995117
	Iteration 76Q: 3 clusters Score -1.616679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16166777.000000 Penalty: 5721.995117
	Iteration 77Q: 3 clusters Score -1.616678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16166777.000000 Penalty: 5721.995117
	Iteration 78Q: 3 clusters Score -1.616678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16166782.000000 Penalty: 5721.995117
	Iteration 79Q: 3 clusters Score -1.616678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -16166809.000000 Penalty: 5721.995117
	Iteration 80F: 3 clusters Score -1.616681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16166798.000000 Penalty: 5721.995117
	Iteration 81Q: 3 clusters Score -1.61668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16166803.000000 Penalty: 5721.995117
	Iteration 82Q: 3 clusters Score -1.61668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -16166795.000000 Penalty: 5721.995117
	Iteration 83Q: 3 clusters Score -1.61668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -16166795.000000 Penalty: 5721.995117
	Iteration 84Q: 3 clusters Score -1.61668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16166794.000000 Penalty: 5721.995117
	Iteration 85Q: 3 clusters Score -1.616679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16166786.000000 Penalty: 5721.995117
	Iteration 86Q: 3 clusters Score -1.616679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -16166778.000000 Penalty: 5721.995117
	Iteration 87Q: 3 clusters Score -1.616678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16166794.000000 Penalty: 5721.995117
	Iteration 88Q: 3 clusters Score -1.616679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16166790.000000 Penalty: 5721.995117
	Iteration 89Q: 3 clusters Score -1.616679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -16166811.000000 Penalty: 5721.995117
	Iteration 90Q: 3 clusters Score -1.616681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -16166816.000000 Penalty: 5721.995117
	Iteration 91Q: 3 clusters Score -1.616682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16166816.000000 Penalty: 5721.995117
	Iteration 92Q: 3 clusters Score -1.616682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -16166812.000000 Penalty: 5721.995117
	Iteration 93Q: 3 clusters Score -1.616681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100539 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16166817.000000 Penalty: 5721.995117
	Iteration 94Q: 3 clusters Score -1.616682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16166805.000000 Penalty: 5721.995117
	Iteration 95Q: 3 clusters Score -1.61668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -16166812.000000 Penalty: 5721.995117
	Iteration 96Q: 3 clusters Score -1.616681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16166807.000000 Penalty: 5721.995117
	Iteration 97Q: 3 clusters Score -1.616681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16166805.000000 Penalty: 5721.995117
	Iteration 98Q: 3 clusters Score -1.61668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16166805.000000 Penalty: 5721.995117
	Iteration 99F: 3 clusters Score -1.61668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Entering Unmasked Estep 
Score: -2431916.250000 Penalty: 2406.576660
	Iteration 0F: 2 clusters Score -2431916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2420319.000000 Penalty: 4813.153320
	Iteration 0F: 3 clusters Score -2420319 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2424306.750000 Penalty: 4813.153320
	Iteration 1F: 3 clusters Score -2424307 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2424978.500000 Penalty: 4813.153320
	Iteration 2F: 3 clusters Score -2424978 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2425617.750000 Penalty: 4813.153320
	Iteration 3F: 3 clusters Score -2425618 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2426218.500000 Penalty: 4813.153320
	Iteration 4F: 3 clusters Score -2426218 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2426759.250000 Penalty: 4813.153320
	Iteration 5F: 3 clusters Score -2426759 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2427273.750000 Penalty: 4813.153320
	Iteration 6F: 3 clusters Score -2427274 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2427747.000000 Penalty: 4813.153320
	Iteration 7Q: 3 clusters Score -2427747 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2428176.000000 Penalty: 4813.153320
	Iteration 8Q: 3 clusters Score -2428176 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2428571.250000 Penalty: 4813.153320
	Iteration 9Q: 3 clusters Score -2428571 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2428887.500000 Penalty: 4813.153320
	Iteration 10Q: 3 clusters Score -2428888 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2429109.750000 Penalty: 4813.153320
	Iteration 11Q: 3 clusters Score -2429110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2429260.000000 Penalty: 4813.153320
	Iteration 12Q: 3 clusters Score -2429260 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2429368.750000 Penalty: 4813.153320
	Iteration 13Q: 3 clusters Score -2429369 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2429447.500000 Penalty: 4813.153320
	Iteration 14Q: 3 clusters Score -2429448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2429516.750000 Penalty: 4813.153320
	Iteration 15Q: 3 clusters Score -2429517 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2429562.250000 Penalty: 4813.153320
	Iteration 16Q: 3 clusters Score -2429562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2429600.500000 Penalty: 4813.153320
	Iteration 17Q: 3 clusters Score -2429600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2429629.750000 Penalty: 4813.153320
	Iteration 18Q: 3 clusters Score -2429630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2429658.000000 Penalty: 4813.153320
	Iteration 19Q: 3 clusters Score -2429658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2429680.250000 Penalty: 4813.153320
	Iteration 20F: 3 clusters Score -2429680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2429697.250000 Penalty: 4813.153320
	Iteration 21Q: 3 clusters Score -2429697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2429709.000000 Penalty: 4813.153320
	Iteration 22Q: 3 clusters Score -2429709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2429709.250000 Penalty: 4813.153320
	Iteration 23Q: 3 clusters Score -2429709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2429721.750000 Penalty: 4813.153320
	Iteration 24Q: 3 clusters Score -2429722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2429729.000000 Penalty: 4813.153320
	Iteration 25Q: 3 clusters Score -2429729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2429739.000000 Penalty: 4813.153320
	Iteration 26Q: 3 clusters Score -2429739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2429742.500000 Penalty: 4813.153320
	Iteration 27Q: 3 clusters Score -2429742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2429748.750000 Penalty: 4813.153320
	Iteration 28Q: 3 clusters Score -2429749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2429756.250000 Penalty: 4813.153320
	Iteration 29Q: 3 clusters Score -2429756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2429754.750000 Penalty: 4813.153320
	Iteration 30Q: 3 clusters Score -2429755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2429759.500000 Penalty: 4813.153320
	Iteration 31Q: 3 clusters Score -2429760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2429763.000000 Penalty: 4813.153320
	Iteration 32Q: 3 clusters Score -2429763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2429772.250000 Penalty: 4813.153320
	Iteration 33Q: 3 clusters Score -2429772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2429775.500000 Penalty: 4813.153320
	Iteration 34Q: 3 clusters Score -2429776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2429780.250000 Penalty: 4813.153320
	Iteration 35Q: 3 clusters Score -2429780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2429784.500000 Penalty: 4813.153320
	Iteration 36Q: 3 clusters Score -2429784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2429789.750000 Penalty: 4813.153320
	Iteration 37Q: 3 clusters Score -2429790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2429784.750000 Penalty: 4813.153320
	Iteration 38Q: 3 clusters Score -2429785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2429785.250000 Penalty: 4813.153320
	Iteration 39Q: 3 clusters Score -2429785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2429787.750000 Penalty: 4813.153320
	Iteration 40F: 3 clusters Score -2429788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2429789.000000 Penalty: 4813.153320
	Iteration 41Q: 3 clusters Score -2429789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2429800.500000 Penalty: 4813.153320
	Iteration 42Q: 3 clusters Score -2429800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2429799.750000 Penalty: 4813.153320
	Iteration 43Q: 3 clusters Score -2429800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2429799.750000 Penalty: 4813.153320
	Iteration 44Q: 3 clusters Score -2429800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2429804.750000 Penalty: 4813.153320
	Iteration 45Q: 3 clusters Score -2429805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2429809.000000 Penalty: 4813.153320
	Iteration 46Q: 3 clusters Score -2429809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2429805.750000 Penalty: 4813.153320
	Iteration 47Q: 3 clusters Score -2429806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2429806.500000 Penalty: 4813.153320
	Iteration 48Q: 3 clusters Score -2429806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2429811.500000 Penalty: 4813.153320
	Iteration 49Q: 3 clusters Score -2429812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2429815.750000 Penalty: 4813.153320
	Iteration 50Q: 3 clusters Score -2429816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2429812.250000 Penalty: 4813.153320
	Iteration 51Q: 3 clusters Score -2429812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2429813.250000 Penalty: 4813.153320
	Iteration 52Q: 3 clusters Score -2429813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2429812.000000 Penalty: 4813.153320
	Iteration 53Q: 3 clusters Score -2429812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2429822.750000 Penalty: 4813.153320
	Iteration 54Q: 3 clusters Score -2429823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2429821.250000 Penalty: 4813.153320
	Iteration 55Q: 3 clusters Score -2429821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2429821.500000 Penalty: 4813.153320
	Iteration 56Q: 3 clusters Score -2429822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2429825.750000 Penalty: 4813.153320
	Iteration 57Q: 3 clusters Score -2429826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2429823.250000 Penalty: 4813.153320
	Iteration 58Q: 3 clusters Score -2429823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2429825.750000 Penalty: 4813.153320
	Iteration 59Q: 3 clusters Score -2429826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2429827.500000 Penalty: 4813.153320
	Iteration 60F: 3 clusters Score -2429828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2429832.000000 Penalty: 4813.153320
	Iteration 61Q: 3 clusters Score -2429832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2429827.750000 Penalty: 4813.153320
	Iteration 62Q: 3 clusters Score -2429828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2429831.250000 Penalty: 4813.153320
	Iteration 63Q: 3 clusters Score -2429831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2429829.250000 Penalty: 4813.153320
	Iteration 64Q: 3 clusters Score -2429829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2429834.250000 Penalty: 4813.153320
	Iteration 65Q: 3 clusters Score -2429834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2429831.500000 Penalty: 4813.153320
	Iteration 66Q: 3 clusters Score -2429832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2429830.250000 Penalty: 4813.153320
	Iteration 67Q: 3 clusters Score -2429830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2429827.750000 Penalty: 4813.153320
	Iteration 68Q: 3 clusters Score -2429828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2429827.750000 Penalty: 4813.153320
	Iteration 69Q: 3 clusters Score -2429828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2429831.000000 Penalty: 4813.153320
	Iteration 70Q: 3 clusters Score -2429831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2429834.000000 Penalty: 4813.153320
	Iteration 71Q: 3 clusters Score -2429834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2429835.750000 Penalty: 4813.153320
	Iteration 72Q: 3 clusters Score -2429836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2429838.500000 Penalty: 4813.153320
	Iteration 73Q: 3 clusters Score -2429838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2429837.000000 Penalty: 4813.153320
	Iteration 74Q: 3 clusters Score -2429837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2429837.000000 Penalty: 4813.153320
	Iteration 75F: 3 clusters Score -2429837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -766260.562500 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -766260.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -761762.812500 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -761762.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -762886.500000 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -762886.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -763116.062500 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -763116.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -763256.625000 Penalty: 4232.303223
	Iteration 3F: 3 clusters Score -763256.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -763359.875000 Penalty: 4232.303223
	Iteration 4Q: 3 clusters Score -763359.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -763437.062500 Penalty: 4232.303223
	Iteration 5Q: 3 clusters Score -763437.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -763497.562500 Penalty: 4232.303223
	Iteration 6Q: 3 clusters Score -763497.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -763541.937500 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -763541.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -763587.687500 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -763587.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -763630.875000 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -763630.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -763672.375000 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -763672.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -763734.000000 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -763734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -763819.812500 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -763819.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -763951.625000 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -763951.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -764110.812500 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -764110.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -764281.437500 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -764281.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -764450.312500 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -764450.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -764641.000000 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -764641 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -764904.875000 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -764904.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -765208.187500 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -765208.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -765594.187500 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -765594.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -766099.875000 Penalty: 4232.303223
	Iteration 21F: 3 clusters Score -766099.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -766469.437500 Penalty: 4232.303223
	Iteration 22F: 3 clusters Score -766469.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -766665.250000 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -766665.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -766731.562500 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -766731.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -766752.375000 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -766752.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -766762.000000 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -766762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -766765.437500 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -766765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -766768.625000 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -766768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -766770.437500 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -766770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -766771.437500 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -766771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -766771.562500 Penalty: 4232.303223
	Iteration 31Q: 3 clusters Score -766771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -766772.125000 Penalty: 4232.303223
	Iteration 32Q: 3 clusters Score -766772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -766772.125000 Penalty: 4232.303223
	Iteration 33F: 3 clusters Score -766772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8301 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 1838 members 
Entering Unmasked Estep 
Score: -120389888.000000 Penalty: 151630.234375
Splitting cluster 20 changes total score from -120390584.000000 to -120389888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -1944612.625000 Penalty: 2351.887207
	Iteration 0F: 2 clusters Score -1944613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1934920.125000 Penalty: 4703.774414
	Iteration 0F: 3 clusters Score -1934920 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1938030.875000 Penalty: 4703.774414
	Iteration 1F: 3 clusters Score -1938031 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1938553.000000 Penalty: 4703.774414
	Iteration 2F: 3 clusters Score -1938553 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1939012.375000 Penalty: 4703.774414
	Iteration 3F: 3 clusters Score -1939012 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1939508.500000 Penalty: 4703.774414
	Iteration 4F: 3 clusters Score -1939508 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1939997.875000 Penalty: 4703.774414
	Iteration 5F: 3 clusters Score -1939998 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1940424.125000 Penalty: 4703.774414
	Iteration 6F: 3 clusters Score -1940424 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1940846.500000 Penalty: 4703.774414
	Iteration 7Q: 3 clusters Score -1940846 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1941173.250000 Penalty: 4703.774414
	Iteration 8Q: 3 clusters Score -1941173 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1941449.250000 Penalty: 4703.774414
	Iteration 9Q: 3 clusters Score -1941449 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1941684.500000 Penalty: 4703.774414
	Iteration 10Q: 3 clusters Score -1941684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1941887.875000 Penalty: 4703.774414
	Iteration 11Q: 3 clusters Score -1941888 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1942089.125000 Penalty: 4703.774414
	Iteration 12Q: 3 clusters Score -1942089 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1942271.125000 Penalty: 4703.774414
	Iteration 13Q: 3 clusters Score -1942271 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1942483.125000 Penalty: 4703.774414
	Iteration 14Q: 3 clusters Score -1942483 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1942728.000000 Penalty: 4703.774414
	Iteration 15Q: 3 clusters Score -1942728 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1943036.250000 Penalty: 4703.774414
	Iteration 16Q: 3 clusters Score -1943036 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1943381.125000 Penalty: 4703.774414
	Iteration 17Q: 3 clusters Score -1943381 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1943646.125000 Penalty: 4703.774414
	Iteration 18Q: 3 clusters Score -1943646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1943807.625000 Penalty: 4703.774414
	Iteration 19Q: 3 clusters Score -1943808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1943902.000000 Penalty: 4703.774414
	Iteration 20F: 3 clusters Score -1943902 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1943969.375000 Penalty: 4703.774414
	Iteration 21Q: 3 clusters Score -1943969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1944008.625000 Penalty: 4703.774414
	Iteration 22Q: 3 clusters Score -1944009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1944047.375000 Penalty: 4703.774414
	Iteration 23Q: 3 clusters Score -1944047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1944073.250000 Penalty: 4703.774414
	Iteration 24Q: 3 clusters Score -1944073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1944090.625000 Penalty: 4703.774414
	Iteration 25Q: 3 clusters Score -1944091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1944119.125000 Penalty: 4703.774414
	Iteration 26Q: 3 clusters Score -1944119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1944138.625000 Penalty: 4703.774414
	Iteration 27Q: 3 clusters Score -1944139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1944155.375000 Penalty: 4703.774414
	Iteration 28Q: 3 clusters Score -1944155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1944168.375000 Penalty: 4703.774414
	Iteration 29Q: 3 clusters Score -1944168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1944181.875000 Penalty: 4703.774414
	Iteration 30Q: 3 clusters Score -1944182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1944197.625000 Penalty: 4703.774414
	Iteration 31Q: 3 clusters Score -1944198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1944210.250000 Penalty: 4703.774414
	Iteration 32Q: 3 clusters Score -1944210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1944223.375000 Penalty: 4703.774414
	Iteration 33Q: 3 clusters Score -1944223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1944237.750000 Penalty: 4703.774414
	Iteration 34Q: 3 clusters Score -1944238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1944257.750000 Penalty: 4703.774414
	Iteration 35Q: 3 clusters Score -1944258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1944278.375000 Penalty: 4703.774414
	Iteration 36Q: 3 clusters Score -1944278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1944302.875000 Penalty: 4703.774414
	Iteration 37Q: 3 clusters Score -1944303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1944332.750000 Penalty: 4703.774414
	Iteration 38Q: 3 clusters Score -1944333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1944360.375000 Penalty: 4703.774414
	Iteration 39Q: 3 clusters Score -1944360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1944408.750000 Penalty: 4703.774414
	Iteration 40F: 3 clusters Score -1944409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1944488.125000 Penalty: 4703.774414
	Iteration 41Q: 3 clusters Score -1944488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1944565.750000 Penalty: 4703.774414
	Iteration 42Q: 3 clusters Score -1944566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1944619.500000 Penalty: 4703.774414
	Iteration 43Q: 3 clusters Score -1944620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1944656.500000 Penalty: 4703.774414
	Iteration 44Q: 3 clusters Score -1944656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1944689.375000 Penalty: 4703.774414
	Iteration 45Q: 3 clusters Score -1944689 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1944710.500000 Penalty: 4703.774414
	Iteration 46Q: 3 clusters Score -1944710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1944725.125000 Penalty: 4703.774414
	Iteration 47Q: 3 clusters Score -1944725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1944740.000000 Penalty: 4703.774414
	Iteration 48Q: 3 clusters Score -1944740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1944748.750000 Penalty: 4703.774414
	Iteration 49Q: 3 clusters Score -1944749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1944752.375000 Penalty: 4703.774414
	Iteration 50Q: 3 clusters Score -1944752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1944760.125000 Penalty: 4703.774414
	Iteration 51Q: 3 clusters Score -1944760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1944757.875000 Penalty: 4703.774414
	Iteration 52Q: 3 clusters Score -1944758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1944763.875000 Penalty: 4703.774414
	Iteration 53Q: 3 clusters Score -1944764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1944766.500000 Penalty: 4703.774414
	Iteration 54Q: 3 clusters Score -1944766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1944774.000000 Penalty: 4703.774414
	Iteration 55Q: 3 clusters Score -1944774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1944778.625000 Penalty: 4703.774414
	Iteration 56Q: 3 clusters Score -1944779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1944780.250000 Penalty: 4703.774414
	Iteration 57Q: 3 clusters Score -1944780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1944781.500000 Penalty: 4703.774414
	Iteration 58Q: 3 clusters Score -1944782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1944780.125000 Penalty: 4703.774414
	Iteration 59Q: 3 clusters Score -1944780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1944780.000000 Penalty: 4703.774414
	Iteration 60F: 3 clusters Score -1944780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1944778.250000 Penalty: 4703.774414
	Iteration 61Q: 3 clusters Score -1944778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1944779.125000 Penalty: 4703.774414
	Iteration 62Q: 3 clusters Score -1944779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1944779.500000 Penalty: 4703.774414
	Iteration 63Q: 3 clusters Score -1944780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1944783.375000 Penalty: 4703.774414
	Iteration 64Q: 3 clusters Score -1944783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1944778.625000 Penalty: 4703.774414
	Iteration 65Q: 3 clusters Score -1944779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1944779.500000 Penalty: 4703.774414
	Iteration 66Q: 3 clusters Score -1944780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1944778.750000 Penalty: 4703.774414
	Iteration 67Q: 3 clusters Score -1944779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1944779.375000 Penalty: 4703.774414
	Iteration 68Q: 3 clusters Score -1944779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1944780.375000 Penalty: 4703.774414
	Iteration 69Q: 3 clusters Score -1944780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1944780.125000 Penalty: 4703.774414
	Iteration 70Q: 3 clusters Score -1944780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1944780.125000 Penalty: 4703.774414
	Iteration 71Q: 3 clusters Score -1944780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1944778.875000 Penalty: 4703.774414
	Iteration 72Q: 3 clusters Score -1944779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1944778.000000 Penalty: 4703.774414
	Iteration 73Q: 3 clusters Score -1944778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1944776.250000 Penalty: 4703.774414
	Iteration 74Q: 3 clusters Score -1944776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1944776.875000 Penalty: 4703.774414
	Iteration 75Q: 3 clusters Score -1944777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1944775.750000 Penalty: 4703.774414
	Iteration 76Q: 3 clusters Score -1944776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1944775.875000 Penalty: 4703.774414
	Iteration 77Q: 3 clusters Score -1944776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1944779.375000 Penalty: 4703.774414
	Iteration 78Q: 3 clusters Score -1944779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1944781.125000 Penalty: 4703.774414
	Iteration 79Q: 3 clusters Score -1944781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1944781.125000 Penalty: 4703.774414
	Iteration 80F: 3 clusters Score -1944781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8301 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 6658 members 
Entering Unmasked Estep 
Score: -120390208.000000 Penalty: 151630.234375
Splitting cluster 21 changes total score from -120390584.000000 to -120390208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -636810.000000 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -636810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -632799.562500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -632799.6 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -633767.812500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -633767.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -633999.750000 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -633999.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -634161.500000 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -634161.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -634278.562500 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -634278.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -634379.000000 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -634379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -634453.500000 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -634453.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -634527.625000 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -634527.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -634620.625000 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -634620.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -634712.875000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -634712.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -634782.812500 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -634782.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -634840.000000 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -634840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -634880.875000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -634880.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -634918.750000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -634918.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -634950.625000 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -634950.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -634970.062500 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -634970.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -634983.312500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -634983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -634992.937500 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -634992.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -635001.187500 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -635001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -635009.125000 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -635009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -635019.562500 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -635019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -635024.750000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -635024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -635027.375000 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -635027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -635030.687500 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -635030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -635035.312500 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -635035.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -635038.375000 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -635038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -635039.812500 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -635039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -635040.562500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -635040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -635041.250000 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -635041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -635042.687500 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -635042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -635042.687500 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -635042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -635042.687500 Penalty: 4147.986328
	Iteration 31F: 3 clusters Score -635042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -964582.437500 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -964582.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -959243.812500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -959243.8 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -960587.625000 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -960587.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -960854.750000 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -960854.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -961124.500000 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -961124.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -961391.250000 Penalty: 4339.788574
	Iteration 4F: 3 clusters Score -961391.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -961644.625000 Penalty: 4339.788574
	Iteration 5F: 3 clusters Score -961644.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -961901.687500 Penalty: 4339.788574
	Iteration 6F: 3 clusters Score -961901.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -962132.312500 Penalty: 4339.788574
	Iteration 7F: 3 clusters Score -962132.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -962310.375000 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -962310.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -962464.937500 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -962464.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -962580.750000 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -962580.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -962673.562500 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -962673.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -962737.500000 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -962737.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -962795.562500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -962795.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -962849.875000 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -962849.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -962890.062500 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -962890.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -962933.562500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -962933.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -962970.937500 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -962970.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -963017.000000 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -963017 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -963066.125000 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -963066.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -963093.875000 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -963093.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -963111.125000 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -963111.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -963141.750000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -963141.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -963166.125000 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -963166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -963191.250000 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -963191.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -963211.125000 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -963211.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -963227.875000 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -963227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -963236.312500 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -963236.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -963241.375000 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -963241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -963250.875000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -963250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -963265.062500 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -963265.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -963276.375000 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -963276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -963283.187500 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -963283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -963288.750000 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -963288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -963289.125000 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -963289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -963294.250000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -963294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -963301.000000 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -963301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -963302.875000 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -963302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -963304.875000 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -963304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -963306.750000 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -963306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -963306.937500 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -963306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -963307.750000 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -963307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -963307.750000 Penalty: 4339.788574
	Iteration 42F: 3 clusters Score -963307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -166112.968750 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -166113 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 583 members 
Entering Unmasked Estep 
Score: -164075.703125 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -164075.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164396.796875 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -164396.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -164514.156250 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -164514.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -164607.671875 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -164607.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -164689.828125 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -164689.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164757.406250 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -164757.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -164813.515625 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -164813.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -164867.984375 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -164868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -164900.687500 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -164900.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -164930.843750 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -164930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -164943.750000 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -164943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -164955.468750 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -164955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164964.484375 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -164964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -164970.609375 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -164970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -164976.250000 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -164976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164979.156250 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -164979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164986.265625 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -164986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -164992.609375 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -164992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -164994.578125 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -164994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164995.250000 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -164995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -164996.968750 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -164997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164997.390625 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -164997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164997.390625 Penalty: 3485.548096
	Iteration 22F: 3 clusters Score -164997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Entering Unmasked Estep 
Score: -8776345.000000 Penalty: 2712.880859
	Iteration 0F: 2 clusters Score -8776345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8738509.000000 Penalty: 5425.761719
	Iteration 0F: 3 clusters Score -8738509 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8753012.000000 Penalty: 5425.761719
	Iteration 1F: 3 clusters Score -8753012 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8753675.000000 Penalty: 5425.761719
	Iteration 2Q: 3 clusters Score -8753675 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -8754442.000000 Penalty: 5425.761719
	Iteration 3Q: 3 clusters Score -8754442 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5425.761719
	Iteration 4Q: 3 clusters Score -8755296 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8756212.000000 Penalty: 5425.761719
	Iteration 5Q: 3 clusters Score -8756212 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -8757490.000000 Penalty: 5425.761719
	Iteration 6F: 3 clusters Score -8757490 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8759141.000000 Penalty: 5425.761719
	Iteration 7F: 3 clusters Score -8759141 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8760877.000000 Penalty: 5425.761719
	Iteration 8F: 3 clusters Score -8760877 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -8762506.000000 Penalty: 5425.761719
	Iteration 9F: 3 clusters Score -8762506 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -8764096.000000 Penalty: 5425.761719
	Iteration 10F: 3 clusters Score -8764096 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -8765495.000000 Penalty: 5425.761719
	Iteration 11Q: 3 clusters Score -8765495 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -8766804.000000 Penalty: 5425.761719
	Iteration 12Q: 3 clusters Score -8766804 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -8768174.000000 Penalty: 5425.761719
	Iteration 13Q: 3 clusters Score -8768174 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8769561.000000 Penalty: 5425.761719
	Iteration 14Q: 3 clusters Score -8769561 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8770875.000000 Penalty: 5425.761719
	Iteration 15Q: 3 clusters Score -8770875 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8771923.000000 Penalty: 5425.761719
	Iteration 16Q: 3 clusters Score -8771923 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8772737.000000 Penalty: 5425.761719
	Iteration 17Q: 3 clusters Score -8772737 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8773256.000000 Penalty: 5425.761719
	Iteration 18Q: 3 clusters Score -8773256 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8773571.000000 Penalty: 5425.761719
	Iteration 19Q: 3 clusters Score -8773571 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8773706.000000 Penalty: 5425.761719
	Iteration 20F: 3 clusters Score -8773706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8773824.000000 Penalty: 5425.761719
	Iteration 21Q: 3 clusters Score -8773824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8773891.000000 Penalty: 5425.761719
	Iteration 22Q: 3 clusters Score -8773891 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8773947.000000 Penalty: 5425.761719
	Iteration 23Q: 3 clusters Score -8773947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8773976.000000 Penalty: 5425.761719
	Iteration 24Q: 3 clusters Score -8773976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8774009.000000 Penalty: 5425.761719
	Iteration 25Q: 3 clusters Score -8774009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8774038.000000 Penalty: 5425.761719
	Iteration 26Q: 3 clusters Score -8774038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8774058.000000 Penalty: 5425.761719
	Iteration 27Q: 3 clusters Score -8774058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8774053.000000 Penalty: 5425.761719
	Iteration 28Q: 3 clusters Score -8774053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8774063.000000 Penalty: 5425.761719
	Iteration 29Q: 3 clusters Score -8774063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8774069.000000 Penalty: 5425.761719
	Iteration 30Q: 3 clusters Score -8774069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8774069.000000 Penalty: 5425.761719
	Iteration 31Q: 3 clusters Score -8774069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8774083.000000 Penalty: 5425.761719
	Iteration 32Q: 3 clusters Score -8774083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8774101.000000 Penalty: 5425.761719
	Iteration 33Q: 3 clusters Score -8774101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8774099.000000 Penalty: 5425.761719
	Iteration 34Q: 3 clusters Score -8774099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8774104.000000 Penalty: 5425.761719
	Iteration 35Q: 3 clusters Score -8774104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8774104.000000 Penalty: 5425.761719
	Iteration 36F: 3 clusters Score -8774104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -38635.140625 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -38635.14 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 146 members 
Entering Unmasked Estep 
Score: -37482.511719 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -37482.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37596.015625 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -37596.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37625.863281 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -37625.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37633.617188 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -37633.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37657.378906 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -37657.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37665.656250 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -37665.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37675.179688 Penalty: 2819.055664
	Iteration 6Q: 3 clusters Score -37675.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37684.828125 Penalty: 2819.055664
	Iteration 7Q: 3 clusters Score -37684.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37692.722656 Penalty: 2819.055664
	Iteration 8Q: 3 clusters Score -37692.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37693.902344 Penalty: 2819.055664
	Iteration 9Q: 3 clusters Score -37693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37693.902344 Penalty: 2819.055664
	Iteration 10F: 3 clusters Score -37693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Entering Unmasked Estep 
Score: -2584660.000000 Penalty: 2407.151123
	Iteration 0F: 2 clusters Score -2584660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2572871.750000 Penalty: 4814.302246
	Iteration 0F: 3 clusters Score -2572872 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2576777.250000 Penalty: 4814.302246
	Iteration 1F: 3 clusters Score -2576777 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2577281.000000 Penalty: 4814.302246
	Iteration 2F: 3 clusters Score -2577281 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2577717.750000 Penalty: 4814.302246
	Iteration 3F: 3 clusters Score -2577718 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2578124.500000 Penalty: 4814.302246
	Iteration 4F: 3 clusters Score -2578124 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2578524.000000 Penalty: 4814.302246
	Iteration 5Q: 3 clusters Score -2578524 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2578940.750000 Penalty: 4814.302246
	Iteration 6F: 3 clusters Score -2578941 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2579388.750000 Penalty: 4814.302246
	Iteration 7Q: 3 clusters Score -2579389 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2579777.750000 Penalty: 4814.302246
	Iteration 8Q: 3 clusters Score -2579778 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2580102.750000 Penalty: 4814.302246
	Iteration 9Q: 3 clusters Score -2580103 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2580374.750000 Penalty: 4814.302246
	Iteration 10Q: 3 clusters Score -2580375 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2580645.500000 Penalty: 4814.302246
	Iteration 11Q: 3 clusters Score -2580646 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2580862.000000 Penalty: 4814.302246
	Iteration 12Q: 3 clusters Score -2580862 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2581054.250000 Penalty: 4814.302246
	Iteration 13Q: 3 clusters Score -2581054 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2581252.250000 Penalty: 4814.302246
	Iteration 14Q: 3 clusters Score -2581252 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2581416.000000 Penalty: 4814.302246
	Iteration 15Q: 3 clusters Score -2581416 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2581572.000000 Penalty: 4814.302246
	Iteration 16Q: 3 clusters Score -2581572 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2581726.000000 Penalty: 4814.302246
	Iteration 17Q: 3 clusters Score -2581726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2581873.750000 Penalty: 4814.302246
	Iteration 18Q: 3 clusters Score -2581874 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2582008.000000 Penalty: 4814.302246
	Iteration 19Q: 3 clusters Score -2582008 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2582110.000000 Penalty: 4814.302246
	Iteration 20F: 3 clusters Score -2582110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2582218.750000 Penalty: 4814.302246
	Iteration 21Q: 3 clusters Score -2582219 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2582304.000000 Penalty: 4814.302246
	Iteration 22Q: 3 clusters Score -2582304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2582369.500000 Penalty: 4814.302246
	Iteration 23Q: 3 clusters Score -2582370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2582415.500000 Penalty: 4814.302246
	Iteration 24Q: 3 clusters Score -2582416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2582456.500000 Penalty: 4814.302246
	Iteration 25Q: 3 clusters Score -2582456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2582498.750000 Penalty: 4814.302246
	Iteration 26Q: 3 clusters Score -2582499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2582520.250000 Penalty: 4814.302246
	Iteration 27Q: 3 clusters Score -2582520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2582541.250000 Penalty: 4814.302246
	Iteration 28Q: 3 clusters Score -2582541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2582567.000000 Penalty: 4814.302246
	Iteration 29Q: 3 clusters Score -2582567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2582590.500000 Penalty: 4814.302246
	Iteration 30Q: 3 clusters Score -2582590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2582606.500000 Penalty: 4814.302246
	Iteration 31Q: 3 clusters Score -2582606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2582620.500000 Penalty: 4814.302246
	Iteration 32Q: 3 clusters Score -2582620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2582626.500000 Penalty: 4814.302246
	Iteration 33Q: 3 clusters Score -2582626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2582647.250000 Penalty: 4814.302246
	Iteration 34Q: 3 clusters Score -2582647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2582657.500000 Penalty: 4814.302246
	Iteration 35Q: 3 clusters Score -2582658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2582662.000000 Penalty: 4814.302246
	Iteration 36Q: 3 clusters Score -2582662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2582673.500000 Penalty: 4814.302246
	Iteration 37Q: 3 clusters Score -2582674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2582673.500000 Penalty: 4814.302246
	Iteration 38Q: 3 clusters Score -2582674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2582672.500000 Penalty: 4814.302246
	Iteration 39Q: 3 clusters Score -2582672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2582676.750000 Penalty: 4814.302246
	Iteration 40F: 3 clusters Score -2582677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2582677.000000 Penalty: 4814.302246
	Iteration 41Q: 3 clusters Score -2582677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2582680.000000 Penalty: 4814.302246
	Iteration 42Q: 3 clusters Score -2582680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2582678.500000 Penalty: 4814.302246
	Iteration 43Q: 3 clusters Score -2582678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2582678.500000 Penalty: 4814.302246
	Iteration 44F: 3 clusters Score -2582678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Entering Unmasked Estep 
Score: -2889854.500000 Penalty: 2447.306641
	Iteration 0F: 2 clusters Score -2889854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2876148.500000 Penalty: 4894.613281
	Iteration 0F: 3 clusters Score -2876148 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2881047.250000 Penalty: 4894.613281
	Iteration 1F: 3 clusters Score -2881047 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2881827.250000 Penalty: 4894.613281
	Iteration 2F: 3 clusters Score -2881827 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2882592.250000 Penalty: 4894.613281
	Iteration 3F: 3 clusters Score -2882592 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2883301.250000 Penalty: 4894.613281
	Iteration 4F: 3 clusters Score -2883301 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2884022.750000 Penalty: 4894.613281
	Iteration 5F: 3 clusters Score -2884023 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2884827.750000 Penalty: 4894.613281
	Iteration 6F: 3 clusters Score -2884828 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2885550.250000 Penalty: 4894.613281
	Iteration 7F: 3 clusters Score -2885550 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2886167.500000 Penalty: 4894.613281
	Iteration 8Q: 3 clusters Score -2886168 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2886609.000000 Penalty: 4894.613281
	Iteration 9Q: 3 clusters Score -2886609 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2887014.750000 Penalty: 4894.613281
	Iteration 10Q: 3 clusters Score -2887015 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2887366.250000 Penalty: 4894.613281
	Iteration 11Q: 3 clusters Score -2887366 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2887711.500000 Penalty: 4894.613281
	Iteration 12Q: 3 clusters Score -2887712 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2888039.000000 Penalty: 4894.613281
	Iteration 13Q: 3 clusters Score -2888039 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2888295.750000 Penalty: 4894.613281
	Iteration 14Q: 3 clusters Score -2888296 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2888503.750000 Penalty: 4894.613281
	Iteration 15Q: 3 clusters Score -2888504 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2888627.250000 Penalty: 4894.613281
	Iteration 16Q: 3 clusters Score -2888627 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2888701.750000 Penalty: 4894.613281
	Iteration 17Q: 3 clusters Score -2888702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2888758.250000 Penalty: 4894.613281
	Iteration 18Q: 3 clusters Score -2888758 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2888793.500000 Penalty: 4894.613281
	Iteration 19Q: 3 clusters Score -2888794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2888823.250000 Penalty: 4894.613281
	Iteration 20F: 3 clusters Score -2888823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2888841.250000 Penalty: 4894.613281
	Iteration 21Q: 3 clusters Score -2888841 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2888869.250000 Penalty: 4894.613281
	Iteration 22Q: 3 clusters Score -2888869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2888884.750000 Penalty: 4894.613281
	Iteration 23Q: 3 clusters Score -2888885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2888886.500000 Penalty: 4894.613281
	Iteration 24Q: 3 clusters Score -2888886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2888903.500000 Penalty: 4894.613281
	Iteration 25Q: 3 clusters Score -2888904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2888905.750000 Penalty: 4894.613281
	Iteration 26Q: 3 clusters Score -2888906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2888911.500000 Penalty: 4894.613281
	Iteration 27Q: 3 clusters Score -2888912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2888916.750000 Penalty: 4894.613281
	Iteration 28Q: 3 clusters Score -2888917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2888923.250000 Penalty: 4894.613281
	Iteration 29Q: 3 clusters Score -2888923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2888917.750000 Penalty: 4894.613281
	Iteration 30Q: 3 clusters Score -2888918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2888920.000000 Penalty: 4894.613281
	Iteration 31Q: 3 clusters Score -2888920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2888929.750000 Penalty: 4894.613281
	Iteration 32Q: 3 clusters Score -2888930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2888933.500000 Penalty: 4894.613281
	Iteration 33Q: 3 clusters Score -2888934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2888937.750000 Penalty: 4894.613281
	Iteration 34Q: 3 clusters Score -2888938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2888940.500000 Penalty: 4894.613281
	Iteration 35Q: 3 clusters Score -2888940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2888939.500000 Penalty: 4894.613281
	Iteration 36Q: 3 clusters Score -2888940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2888944.750000 Penalty: 4894.613281
	Iteration 37Q: 3 clusters Score -2888945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2888939.250000 Penalty: 4894.613281
	Iteration 38Q: 3 clusters Score -2888939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2888944.500000 Penalty: 4894.613281
	Iteration 39Q: 3 clusters Score -2888944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2888944.750000 Penalty: 4894.613281
	Iteration 40F: 3 clusters Score -2888945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2888948.500000 Penalty: 4894.613281
	Iteration 41Q: 3 clusters Score -2888948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2888946.750000 Penalty: 4894.613281
	Iteration 42Q: 3 clusters Score -2888947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2888952.750000 Penalty: 4894.613281
	Iteration 43Q: 3 clusters Score -2888953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2888953.750000 Penalty: 4894.613281
	Iteration 44Q: 3 clusters Score -2888954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2888960.250000 Penalty: 4894.613281
	Iteration 45Q: 3 clusters Score -2888960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2888958.250000 Penalty: 4894.613281
	Iteration 46Q: 3 clusters Score -2888958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2888956.250000 Penalty: 4894.613281
	Iteration 47Q: 3 clusters Score -2888956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2888960.250000 Penalty: 4894.613281
	Iteration 48Q: 3 clusters Score -2888960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2888959.750000 Penalty: 4894.613281
	Iteration 49Q: 3 clusters Score -2888960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2888963.000000 Penalty: 4894.613281
	Iteration 50Q: 3 clusters Score -2888963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2888968.000000 Penalty: 4894.613281
	Iteration 51Q: 3 clusters Score -2888968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2888971.250000 Penalty: 4894.613281
	Iteration 52Q: 3 clusters Score -2888971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2888969.750000 Penalty: 4894.613281
	Iteration 53Q: 3 clusters Score -2888970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2888970.500000 Penalty: 4894.613281
	Iteration 54Q: 3 clusters Score -2888970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2888972.750000 Penalty: 4894.613281
	Iteration 55Q: 3 clusters Score -2888973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2888964.500000 Penalty: 4894.613281
	Iteration 56Q: 3 clusters Score -2888964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2888962.500000 Penalty: 4894.613281
	Iteration 57Q: 3 clusters Score -2888962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2888968.250000 Penalty: 4894.613281
	Iteration 58Q: 3 clusters Score -2888968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2888969.500000 Penalty: 4894.613281
	Iteration 59Q: 3 clusters Score -2888970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2888972.500000 Penalty: 4894.613281
	Iteration 60F: 3 clusters Score -2888972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2888969.250000 Penalty: 4894.613281
	Iteration 61Q: 3 clusters Score -2888969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2888968.250000 Penalty: 4894.613281
	Iteration 62Q: 3 clusters Score -2888968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2888973.250000 Penalty: 4894.613281
	Iteration 63Q: 3 clusters Score -2888973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2888969.500000 Penalty: 4894.613281
	Iteration 64Q: 3 clusters Score -2888970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2888967.750000 Penalty: 4894.613281
	Iteration 65Q: 3 clusters Score -2888968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2888967.750000 Penalty: 4894.613281
	Iteration 66F: 3 clusters Score -2888968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -24526.812500 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -24526.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23506.494141 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -23506.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23588.171875 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -23588.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23600.527344 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -23600.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23604.882812 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -23604.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23604.882812 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -23604.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (85333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Entering Unmasked Estep 
Score: -13457307.000000 Penalty: 2815.870605
	Iteration 0F: 2 clusters Score -1.345731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -13404398.000000 Penalty: 5631.741211
	Iteration 0F: 3 clusters Score -1.34044e+07 nChanged 39960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -13426975.000000 Penalty: 5631.741211
	Iteration 1F: 3 clusters Score -1.342698e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -13427754.000000 Penalty: 5631.741211
	Iteration 2Q: 3 clusters Score -1.342775e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -13428822.000000 Penalty: 5631.741211
	Iteration 3Q: 3 clusters Score -1.342882e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -13430232.000000 Penalty: 5631.741211
	Iteration 4Q: 3 clusters Score -1.343023e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -13431787.000000 Penalty: 5631.741211
	Iteration 5Q: 3 clusters Score -1.343179e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -13433823.000000 Penalty: 5631.741211
	Iteration 6Q: 3 clusters Score -1.343382e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -13436333.000000 Penalty: 5631.741211
	Iteration 7Q: 3 clusters Score -1.343633e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -13438993.000000 Penalty: 5631.741211
	Iteration 8F: 3 clusters Score -1.343899e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -13441778.000000 Penalty: 5631.741211
	Iteration 9F: 3 clusters Score -1.344178e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13444247.000000 Penalty: 5631.741211
	Iteration 10Q: 3 clusters Score -1.344425e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -13445923.000000 Penalty: 5631.741211
	Iteration 11Q: 3 clusters Score -1.344592e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -13446981.000000 Penalty: 5631.741211
	Iteration 12Q: 3 clusters Score -1.344698e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -13447703.000000 Penalty: 5631.741211
	Iteration 13Q: 3 clusters Score -1.34477e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -13448215.000000 Penalty: 5631.741211
	Iteration 14Q: 3 clusters Score -1.344822e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -13448555.000000 Penalty: 5631.741211
	Iteration 15Q: 3 clusters Score -1.344856e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -13448822.000000 Penalty: 5631.741211
	Iteration 16Q: 3 clusters Score -1.344882e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -13449032.000000 Penalty: 5631.741211
	Iteration 17Q: 3 clusters Score -1.344903e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -13449232.000000 Penalty: 5631.741211
	Iteration 18Q: 3 clusters Score -1.344923e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -13449444.000000 Penalty: 5631.741211
	Iteration 19Q: 3 clusters Score -1.344944e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -13449544.000000 Penalty: 5631.741211
	Iteration 20F: 3 clusters Score -1.344954e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -13449722.000000 Penalty: 5631.741211
	Iteration 21Q: 3 clusters Score -1.344972e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -13449817.000000 Penalty: 5631.741211
	Iteration 22Q: 3 clusters Score -1.344982e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -13449952.000000 Penalty: 5631.741211
	Iteration 23Q: 3 clusters Score -1.344995e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -13450047.000000 Penalty: 5631.741211
	Iteration 24Q: 3 clusters Score -1.345005e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -13450139.000000 Penalty: 5631.741211
	Iteration 25Q: 3 clusters Score -1.345014e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -13450303.000000 Penalty: 5631.741211
	Iteration 26Q: 3 clusters Score -1.34503e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -13450448.000000 Penalty: 5631.741211
	Iteration 27Q: 3 clusters Score -1.345045e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -13450687.000000 Penalty: 5631.741211
	Iteration 28Q: 3 clusters Score -1.345069e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -13450842.000000 Penalty: 5631.741211
	Iteration 29Q: 3 clusters Score -1.345084e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -13451058.000000 Penalty: 5631.741211
	Iteration 30Q: 3 clusters Score -1.345106e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -13451227.000000 Penalty: 5631.741211
	Iteration 31Q: 3 clusters Score -1.345123e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -13451441.000000 Penalty: 5631.741211
	Iteration 32Q: 3 clusters Score -1.345144e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -13451657.000000 Penalty: 5631.741211
	Iteration 33Q: 3 clusters Score -1.345166e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -13451857.000000 Penalty: 5631.741211
	Iteration 34Q: 3 clusters Score -1.345186e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -13452043.000000 Penalty: 5631.741211
	Iteration 35Q: 3 clusters Score -1.345204e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -13452253.000000 Penalty: 5631.741211
	Iteration 36Q: 3 clusters Score -1.345225e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -13452464.000000 Penalty: 5631.741211
	Iteration 37Q: 3 clusters Score -1.345246e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -13452633.000000 Penalty: 5631.741211
	Iteration 38Q: 3 clusters Score -1.345263e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -13452876.000000 Penalty: 5631.741211
	Iteration 39Q: 3 clusters Score -1.345288e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -13453072.000000 Penalty: 5631.741211
	Iteration 40F: 3 clusters Score -1.345307e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -13453261.000000 Penalty: 5631.741211
	Iteration 41Q: 3 clusters Score -1.345326e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -13453425.000000 Penalty: 5631.741211
	Iteration 42Q: 3 clusters Score -1.345342e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -13453632.000000 Penalty: 5631.741211
	Iteration 43Q: 3 clusters Score -1.345363e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -13453796.000000 Penalty: 5631.741211
	Iteration 44Q: 3 clusters Score -1.34538e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -13453910.000000 Penalty: 5631.741211
	Iteration 45Q: 3 clusters Score -1.345391e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -13454047.000000 Penalty: 5631.741211
	Iteration 46Q: 3 clusters Score -1.345405e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -13454102.000000 Penalty: 5631.741211
	Iteration 47Q: 3 clusters Score -1.34541e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -13454239.000000 Penalty: 5631.741211
	Iteration 48Q: 3 clusters Score -1.345424e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -13454399.000000 Penalty: 5631.741211
	Iteration 49Q: 3 clusters Score -1.34544e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -13454464.000000 Penalty: 5631.741211
	Iteration 50Q: 3 clusters Score -1.345446e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -13454530.000000 Penalty: 5631.741211
	Iteration 51Q: 3 clusters Score -1.345453e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -13454561.000000 Penalty: 5631.741211
	Iteration 52Q: 3 clusters Score -1.345456e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -13454658.000000 Penalty: 5631.741211
	Iteration 53Q: 3 clusters Score -1.345466e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -13454736.000000 Penalty: 5631.741211
	Iteration 54Q: 3 clusters Score -1.345474e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -13454790.000000 Penalty: 5631.741211
	Iteration 55Q: 3 clusters Score -1.345479e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -13454832.000000 Penalty: 5631.741211
	Iteration 56Q: 3 clusters Score -1.345483e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -13454882.000000 Penalty: 5631.741211
	Iteration 57Q: 3 clusters Score -1.345488e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -13454931.000000 Penalty: 5631.741211
	Iteration 58Q: 3 clusters Score -1.345493e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -13454969.000000 Penalty: 5631.741211
	Iteration 59Q: 3 clusters Score -1.345497e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -13455037.000000 Penalty: 5631.741211
	Iteration 60F: 3 clusters Score -1.345504e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -13455072.000000 Penalty: 5631.741211
	Iteration 61Q: 3 clusters Score -1.345507e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -13455079.000000 Penalty: 5631.741211
	Iteration 62Q: 3 clusters Score -1.345508e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -13455103.000000 Penalty: 5631.741211
	Iteration 63Q: 3 clusters Score -1.34551e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -13455112.000000 Penalty: 5631.741211
	Iteration 64Q: 3 clusters Score -1.345511e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -13455127.000000 Penalty: 5631.741211
	Iteration 65Q: 3 clusters Score -1.345513e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -13455135.000000 Penalty: 5631.741211
	Iteration 66Q: 3 clusters Score -1.345514e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -13455145.000000 Penalty: 5631.741211
	Iteration 67Q: 3 clusters Score -1.345514e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -13455147.000000 Penalty: 5631.741211
	Iteration 68Q: 3 clusters Score -1.345515e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -13455169.000000 Penalty: 5631.741211
	Iteration 69Q: 3 clusters Score -1.345517e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -13455179.000000 Penalty: 5631.741211
	Iteration 70Q: 3 clusters Score -1.345518e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -13455165.000000 Penalty: 5631.741211
	Iteration 71Q: 3 clusters Score -1.345516e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13455159.000000 Penalty: 5631.741211
	Iteration 72Q: 3 clusters Score -1.345516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -13455179.000000 Penalty: 5631.741211
	Iteration 73Q: 3 clusters Score -1.345518e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -13455186.000000 Penalty: 5631.741211
	Iteration 74Q: 3 clusters Score -1.345519e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -13455190.000000 Penalty: 5631.741211
	Iteration 75Q: 3 clusters Score -1.345519e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -13455176.000000 Penalty: 5631.741211
	Iteration 76Q: 3 clusters Score -1.345518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13455192.000000 Penalty: 5631.741211
	Iteration 77Q: 3 clusters Score -1.345519e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -13455198.000000 Penalty: 5631.741211
	Iteration 78Q: 3 clusters Score -1.34552e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -13455212.000000 Penalty: 5631.741211
	Iteration 79Q: 3 clusters Score -1.345521e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -13455238.000000 Penalty: 5631.741211
	Iteration 80F: 3 clusters Score -1.345524e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -13455239.000000 Penalty: 5631.741211
	Iteration 81Q: 3 clusters Score -1.345524e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -13455270.000000 Penalty: 5631.741211
	Iteration 82Q: 3 clusters Score -1.345527e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -13455285.000000 Penalty: 5631.741211
	Iteration 83Q: 3 clusters Score -1.345528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -13455287.000000 Penalty: 5631.741211
	Iteration 84Q: 3 clusters Score -1.345529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -13455298.000000 Penalty: 5631.741211
	Iteration 85Q: 3 clusters Score -1.34553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -13455323.000000 Penalty: 5631.741211
	Iteration 86Q: 3 clusters Score -1.345532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -13455329.000000 Penalty: 5631.741211
	Iteration 87Q: 3 clusters Score -1.345533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -13455334.000000 Penalty: 5631.741211
	Iteration 88Q: 3 clusters Score -1.345533e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -13455331.000000 Penalty: 5631.741211
	Iteration 89Q: 3 clusters Score -1.345533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -13455329.000000 Penalty: 5631.741211
	Iteration 90Q: 3 clusters Score -1.345533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -13455336.000000 Penalty: 5631.741211
	Iteration 91Q: 3 clusters Score -1.345534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -13455326.000000 Penalty: 5631.741211
	Iteration 92Q: 3 clusters Score -1.345533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -13455324.000000 Penalty: 5631.741211
	Iteration 93Q: 3 clusters Score -1.345532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -13455321.000000 Penalty: 5631.741211
	Iteration 94Q: 3 clusters Score -1.345532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -13455320.000000 Penalty: 5631.741211
	Iteration 95Q: 3 clusters Score -1.345532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -13455308.000000 Penalty: 5631.741211
	Iteration 96Q: 3 clusters Score -1.345531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -13455305.000000 Penalty: 5631.741211
	Iteration 97Q: 3 clusters Score -1.34553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -13455315.000000 Penalty: 5631.741211
	Iteration 98Q: 3 clusters Score -1.345532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -13455318.000000 Penalty: 5631.741211
	Iteration 99Q: 3 clusters Score -1.345532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -13455317.000000 Penalty: 5631.741211
	Iteration 100F: 3 clusters Score -1.345532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -13455314.000000 Penalty: 5631.741211
	Iteration 101Q: 3 clusters Score -1.345531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -13455308.000000 Penalty: 5631.741211
	Iteration 102Q: 3 clusters Score -1.345531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -13455316.000000 Penalty: 5631.741211
	Iteration 103Q: 3 clusters Score -1.345532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -13455317.000000 Penalty: 5631.741211
	Iteration 104Q: 3 clusters Score -1.345532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -13455317.000000 Penalty: 5631.741211
	Iteration 105Q: 3 clusters Score -1.345532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -13455327.000000 Penalty: 5631.741211
	Iteration 106Q: 3 clusters Score -1.345533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -13455339.000000 Penalty: 5631.741211
	Iteration 107Q: 3 clusters Score -1.345534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -13455337.000000 Penalty: 5631.741211
	Iteration 108Q: 3 clusters Score -1.345534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13455345.000000 Penalty: 5631.741211
	Iteration 109Q: 3 clusters Score -1.345534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -13455340.000000 Penalty: 5631.741211
	Iteration 110Q: 3 clusters Score -1.345534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -13455343.000000 Penalty: 5631.741211
	Iteration 111Q: 3 clusters Score -1.345534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -13455343.000000 Penalty: 5631.741211
	Iteration 112Q: 3 clusters Score -1.345534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -13455344.000000 Penalty: 5631.741211
	Iteration 113Q: 3 clusters Score -1.345534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -13455354.000000 Penalty: 5631.741211
	Iteration 114Q: 3 clusters Score -1.345535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -13455344.000000 Penalty: 5631.741211
	Iteration 115Q: 3 clusters Score -1.345534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -13455355.000000 Penalty: 5631.741211
	Iteration 116Q: 3 clusters Score -1.345536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -13455367.000000 Penalty: 5631.741211
	Iteration 117Q: 3 clusters Score -1.345537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -13455352.000000 Penalty: 5631.741211
	Iteration 118Q: 3 clusters Score -1.345535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -13455352.000000 Penalty: 5631.741211
	Iteration 119Q: 3 clusters Score -1.345535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -13455356.000000 Penalty: 5631.741211
	Iteration 120F: 3 clusters Score -1.345536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -13455359.000000 Penalty: 5631.741211
	Iteration 121Q: 3 clusters Score -1.345536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -13455355.000000 Penalty: 5631.741211
	Iteration 122Q: 3 clusters Score -1.345536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -13455373.000000 Penalty: 5631.741211
	Iteration 123Q: 3 clusters Score -1.345537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13455377.000000 Penalty: 5631.741211
	Iteration 124Q: 3 clusters Score -1.345538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -13455387.000000 Penalty: 5631.741211
	Iteration 125Q: 3 clusters Score -1.345539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -13455385.000000 Penalty: 5631.741211
	Iteration 126Q: 3 clusters Score -1.345538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13455385.000000 Penalty: 5631.741211
	Iteration 127Q: 3 clusters Score -1.345538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -13455371.000000 Penalty: 5631.741211
	Iteration 128Q: 3 clusters Score -1.345537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -13455383.000000 Penalty: 5631.741211
	Iteration 129Q: 3 clusters Score -1.345538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -13455372.000000 Penalty: 5631.741211
	Iteration 130Q: 3 clusters Score -1.345537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -13455384.000000 Penalty: 5631.741211
	Iteration 131Q: 3 clusters Score -1.345538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -13455371.000000 Penalty: 5631.741211
	Iteration 132Q: 3 clusters Score -1.345537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -13455376.000000 Penalty: 5631.741211
	Iteration 133Q: 3 clusters Score -1.345538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -13455359.000000 Penalty: 5631.741211
	Iteration 134Q: 3 clusters Score -1.345536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -13455348.000000 Penalty: 5631.741211
	Iteration 135Q: 3 clusters Score -1.345535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -13455350.000000 Penalty: 5631.741211
	Iteration 136Q: 3 clusters Score -1.345535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -13455356.000000 Penalty: 5631.741211
	Iteration 137Q: 3 clusters Score -1.345536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -13455348.000000 Penalty: 5631.741211
	Iteration 138Q: 3 clusters Score -1.345535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -13455349.000000 Penalty: 5631.741211
	Iteration 139Q: 3 clusters Score -1.345535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -13455349.000000 Penalty: 5631.741211
	Iteration 140F: 3 clusters Score -1.345535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13455356.000000 Penalty: 5631.741211
	Iteration 141Q: 3 clusters Score -1.345536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -13455351.000000 Penalty: 5631.741211
	Iteration 142Q: 3 clusters Score -1.345535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -13455361.000000 Penalty: 5631.741211
	Iteration 143Q: 3 clusters Score -1.345536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -13455361.000000 Penalty: 5631.741211
	Iteration 144F: 3 clusters Score -1.345536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -43266.230469 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -43266.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42016.816406 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -42016.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42109.769531 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -42109.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42134.609375 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -42134.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42154.144531 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -42154.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42173.136719 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -42173.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42174.671875 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -42174.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42176.019531 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -42176.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42183.972656 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -42183.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42183.972656 Penalty: 2842.129395
	Iteration 8F: 3 clusters Score -42183.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -2344344.000000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -2344344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2333500.250000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -2333500 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2337076.500000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -2337076 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2337626.250000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -2337626 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2338276.250000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -2338276 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2339101.500000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -2339102 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2340039.000000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -2340039 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2340949.500000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -2340950 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2341628.750000 Penalty: 4768.082031
	Iteration 7F: 3 clusters Score -2341629 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2342003.500000 Penalty: 4768.082031
	Iteration 8Q: 3 clusters Score -2342004 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2342195.250000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -2342195 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2342283.000000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -2342283 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2342343.500000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -2342344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2342370.250000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -2342370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2342396.750000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -2342397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2342402.250000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -2342402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2342404.750000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -2342405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2342407.250000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -2342407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2342413.750000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -2342414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2342411.250000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -2342411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2342413.250000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -2342413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2342417.500000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -2342418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2342423.000000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -2342423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2342420.750000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -2342421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2342426.500000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -2342426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2342422.500000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -2342422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2342425.500000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -2342426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2342424.500000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -2342424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2342424.500000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -2342424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2342420.750000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -2342421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2342420.000000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -2342420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2342421.750000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -2342422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2342414.750000 Penalty: 4768.082031
	Iteration 31Q: 3 clusters Score -2342415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2342414.750000 Penalty: 4768.082031
	Iteration 32F: 3 clusters Score -2342415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Entering Unmasked Estep 
Score: -2780482.750000 Penalty: 2438.573730
	Iteration 0F: 2 clusters Score -2780483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2767326.500000 Penalty: 4877.147461
	Iteration 0F: 3 clusters Score -2767326 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2771854.250000 Penalty: 4877.147461
	Iteration 1F: 3 clusters Score -2771854 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2772475.000000 Penalty: 4877.147461
	Iteration 2F: 3 clusters Score -2772475 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2773125.000000 Penalty: 4877.147461
	Iteration 3F: 3 clusters Score -2773125 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2773872.750000 Penalty: 4877.147461
	Iteration 4F: 3 clusters Score -2773873 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2774777.500000 Penalty: 4877.147461
	Iteration 5F: 3 clusters Score -2774778 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2775737.000000 Penalty: 4877.147461
	Iteration 6F: 3 clusters Score -2775737 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2776662.500000 Penalty: 4877.147461
	Iteration 7F: 3 clusters Score -2776662 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2777350.000000 Penalty: 4877.147461
	Iteration 8F: 3 clusters Score -2777350 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2777786.750000 Penalty: 4877.147461
	Iteration 9Q: 3 clusters Score -2777787 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2778079.750000 Penalty: 4877.147461
	Iteration 10Q: 3 clusters Score -2778080 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2778241.250000 Penalty: 4877.147461
	Iteration 11Q: 3 clusters Score -2778241 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2778382.000000 Penalty: 4877.147461
	Iteration 12Q: 3 clusters Score -2778382 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2778509.250000 Penalty: 4877.147461
	Iteration 13Q: 3 clusters Score -2778509 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2778634.250000 Penalty: 4877.147461
	Iteration 14Q: 3 clusters Score -2778634 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2778764.250000 Penalty: 4877.147461
	Iteration 15Q: 3 clusters Score -2778764 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2778891.000000 Penalty: 4877.147461
	Iteration 16Q: 3 clusters Score -2778891 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2779038.000000 Penalty: 4877.147461
	Iteration 17Q: 3 clusters Score -2779038 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2779211.750000 Penalty: 4877.147461
	Iteration 18Q: 3 clusters Score -2779212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2779366.250000 Penalty: 4877.147461
	Iteration 19Q: 3 clusters Score -2779366 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2779522.500000 Penalty: 4877.147461
	Iteration 20F: 3 clusters Score -2779522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2779647.000000 Penalty: 4877.147461
	Iteration 21Q: 3 clusters Score -2779647 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2779735.750000 Penalty: 4877.147461
	Iteration 22Q: 3 clusters Score -2779736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2779779.250000 Penalty: 4877.147461
	Iteration 23Q: 3 clusters Score -2779779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2779814.750000 Penalty: 4877.147461
	Iteration 24Q: 3 clusters Score -2779815 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2779854.250000 Penalty: 4877.147461
	Iteration 25Q: 3 clusters Score -2779854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2779866.500000 Penalty: 4877.147461
	Iteration 26Q: 3 clusters Score -2779866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2779894.750000 Penalty: 4877.147461
	Iteration 27Q: 3 clusters Score -2779895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2779907.750000 Penalty: 4877.147461
	Iteration 28Q: 3 clusters Score -2779908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2779923.750000 Penalty: 4877.147461
	Iteration 29Q: 3 clusters Score -2779924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2779926.500000 Penalty: 4877.147461
	Iteration 30Q: 3 clusters Score -2779926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2779925.000000 Penalty: 4877.147461
	Iteration 31Q: 3 clusters Score -2779925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2779922.750000 Penalty: 4877.147461
	Iteration 32Q: 3 clusters Score -2779923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2779936.000000 Penalty: 4877.147461
	Iteration 33Q: 3 clusters Score -2779936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2779937.500000 Penalty: 4877.147461
	Iteration 34Q: 3 clusters Score -2779938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2779939.750000 Penalty: 4877.147461
	Iteration 35Q: 3 clusters Score -2779940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2779948.500000 Penalty: 4877.147461
	Iteration 36Q: 3 clusters Score -2779948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2779960.250000 Penalty: 4877.147461
	Iteration 37Q: 3 clusters Score -2779960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2779951.750000 Penalty: 4877.147461
	Iteration 38Q: 3 clusters Score -2779952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2779951.750000 Penalty: 4877.147461
	Iteration 39Q: 3 clusters Score -2779952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2779948.750000 Penalty: 4877.147461
	Iteration 40F: 3 clusters Score -2779949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2779950.500000 Penalty: 4877.147461
	Iteration 41Q: 3 clusters Score -2779950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2779955.500000 Penalty: 4877.147461
	Iteration 42Q: 3 clusters Score -2779956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2779954.250000 Penalty: 4877.147461
	Iteration 43Q: 3 clusters Score -2779954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2779956.250000 Penalty: 4877.147461
	Iteration 44Q: 3 clusters Score -2779956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2779955.500000 Penalty: 4877.147461
	Iteration 45Q: 3 clusters Score -2779956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2779954.250000 Penalty: 4877.147461
	Iteration 46Q: 3 clusters Score -2779954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2779958.500000 Penalty: 4877.147461
	Iteration 47Q: 3 clusters Score -2779958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2779958.250000 Penalty: 4877.147461
	Iteration 48Q: 3 clusters Score -2779958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2779953.500000 Penalty: 4877.147461
	Iteration 49Q: 3 clusters Score -2779954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2779956.750000 Penalty: 4877.147461
	Iteration 50Q: 3 clusters Score -2779957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2779954.250000 Penalty: 4877.147461
	Iteration 51Q: 3 clusters Score -2779954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2779954.750000 Penalty: 4877.147461
	Iteration 52Q: 3 clusters Score -2779955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2779954.250000 Penalty: 4877.147461
	Iteration 53Q: 3 clusters Score -2779954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2779954.000000 Penalty: 4877.147461
	Iteration 54Q: 3 clusters Score -2779954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2779954.000000 Penalty: 4877.147461
	Iteration 55F: 3 clusters Score -2779954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Entering Unmasked Estep 
Score: -1060416.625000 Penalty: 2199.156982
	Iteration 0F: 2 clusters Score -1060417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1054512.875000 Penalty: 4398.313965
	Iteration 0F: 3 clusters Score -1054513 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1056241.000000 Penalty: 4398.313965
	Iteration 1F: 3 clusters Score -1056241 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1056672.250000 Penalty: 4398.313965
	Iteration 2F: 3 clusters Score -1056672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1057099.875000 Penalty: 4398.313965
	Iteration 3F: 3 clusters Score -1057100 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1057502.125000 Penalty: 4398.313965
	Iteration 4F: 3 clusters Score -1057502 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1057899.750000 Penalty: 4398.313965
	Iteration 5F: 3 clusters Score -1057900 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1058253.375000 Penalty: 4398.313965
	Iteration 6F: 3 clusters Score -1058253 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1058592.500000 Penalty: 4398.313965
	Iteration 7F: 3 clusters Score -1058592 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1058910.875000 Penalty: 4398.313965
	Iteration 8Q: 3 clusters Score -1058911 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1059134.625000 Penalty: 4398.313965
	Iteration 9Q: 3 clusters Score -1059135 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1059322.750000 Penalty: 4398.313965
	Iteration 10Q: 3 clusters Score -1059323 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1059479.250000 Penalty: 4398.313965
	Iteration 11Q: 3 clusters Score -1059479 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1059608.625000 Penalty: 4398.313965
	Iteration 12Q: 3 clusters Score -1059609 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1059707.250000 Penalty: 4398.313965
	Iteration 13Q: 3 clusters Score -1059707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1059801.875000 Penalty: 4398.313965
	Iteration 14Q: 3 clusters Score -1059802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1059876.875000 Penalty: 4398.313965
	Iteration 15Q: 3 clusters Score -1059877 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1059953.375000 Penalty: 4398.313965
	Iteration 16Q: 3 clusters Score -1059953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1060011.000000 Penalty: 4398.313965
	Iteration 17Q: 3 clusters Score -1060011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1060047.375000 Penalty: 4398.313965
	Iteration 18Q: 3 clusters Score -1060047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1060070.250000 Penalty: 4398.313965
	Iteration 19Q: 3 clusters Score -1060070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1060089.250000 Penalty: 4398.313965
	Iteration 20F: 3 clusters Score -1060089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1060103.125000 Penalty: 4398.313965
	Iteration 21Q: 3 clusters Score -1060103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1060116.125000 Penalty: 4398.313965
	Iteration 22Q: 3 clusters Score -1060116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1060127.125000 Penalty: 4398.313965
	Iteration 23Q: 3 clusters Score -1060127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1060134.125000 Penalty: 4398.313965
	Iteration 24Q: 3 clusters Score -1060134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1060147.000000 Penalty: 4398.313965
	Iteration 25Q: 3 clusters Score -1060147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1060155.875000 Penalty: 4398.313965
	Iteration 26Q: 3 clusters Score -1060156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1060160.750000 Penalty: 4398.313965
	Iteration 27Q: 3 clusters Score -1060161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1060160.500000 Penalty: 4398.313965
	Iteration 28Q: 3 clusters Score -1060160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1060163.375000 Penalty: 4398.313965
	Iteration 29Q: 3 clusters Score -1060163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1060167.250000 Penalty: 4398.313965
	Iteration 30Q: 3 clusters Score -1060167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1060168.500000 Penalty: 4398.313965
	Iteration 31Q: 3 clusters Score -1060168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1060170.250000 Penalty: 4398.313965
	Iteration 32Q: 3 clusters Score -1060170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1060170.375000 Penalty: 4398.313965
	Iteration 33Q: 3 clusters Score -1060170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1060173.125000 Penalty: 4398.313965
	Iteration 34Q: 3 clusters Score -1060173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1060174.000000 Penalty: 4398.313965
	Iteration 35Q: 3 clusters Score -1060174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1060174.000000 Penalty: 4398.313965
	Iteration 36F: 3 clusters Score -1060174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -29858.591797 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -29858.59 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 141 members 
Entering Unmasked Estep 
Score: -28911.283203 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -28911.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29187.529297 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -29187.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29258.738281 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -29258.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29279.810547 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -29279.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29279.810547 Penalty: 2752.341797
	Iteration 4F: 3 clusters Score -29279.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -363700.468750 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -363700.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -360814.875000 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -360814.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -361513.781250 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -361513.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -361914.843750 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -361914.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -362463.000000 Penalty: 3867.660156
	Iteration 3F: 3 clusters Score -362463 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -363319.156250 Penalty: 3867.660156
	Iteration 4F: 3 clusters Score -363319.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -363901.843750 Penalty: 3867.660156
	Iteration 5F: 3 clusters Score -363901.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -364171.750000 Penalty: 3867.660156
	Iteration 6F: 3 clusters Score -364171.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -364280.312500 Penalty: 3867.660156
	Iteration 7Q: 3 clusters Score -364280.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -364359.437500 Penalty: 3867.660156
	Iteration 8Q: 3 clusters Score -364359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -364420.375000 Penalty: 3867.660156
	Iteration 9Q: 3 clusters Score -364420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -364464.187500 Penalty: 3867.660156
	Iteration 10Q: 3 clusters Score -364464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -364493.156250 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -364493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -364514.500000 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -364514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -364525.968750 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -364526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -364534.312500 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -364534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -364544.437500 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -364544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -364547.718750 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -364547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -364547.562500 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -364547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -364547.562500 Penalty: 3867.660156
	Iteration 18F: 3 clusters Score -364547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1803 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8301 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 632 members 
Entering Unmasked Estep 
Score: -120390024.000000 Penalty: 151630.234375
Splitting cluster 36 changes total score from -120390584.000000 to -120390024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 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 489 members 
Entering Unmasked Estep 
Score: -150477.078125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150477.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150728.937500 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150728.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150802.937500 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150802.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -150845.812500 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150877.671875 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -150877.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -150901.328125 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -150901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150915.937500 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -150915.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -150936.078125 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -150936.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -150950.953125 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -150951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -150966.953125 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -150967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -150976.968750 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -150977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -150987.031250 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -150987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -151000.609375 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -151000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -151016.562500 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -151016.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -151043.562500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -151043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -151077.765625 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -151077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -151112.687500 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -151112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -151138.171875 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -151138.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -151155.500000 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -151155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -151171.390625 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -151171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -151190.203125 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -151190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -151203.953125 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -151204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -151233.875000 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -151233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -151275.468750 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -151275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -151350.984375 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -151351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -151513.984375 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -151514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -151769.281250 Penalty: 3431.181885
	Iteration 26Q: 3 clusters Score -151769.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152220.625000 Penalty: 3431.181885
	Iteration 27Q: 3 clusters Score -152220.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152463.078125 Penalty: 3431.181885
	Iteration 28Q: 3 clusters Score -152463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152513.328125 Penalty: 3431.181885
	Iteration 29Q: 3 clusters Score -152513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152521.406250 Penalty: 3431.181885
	Iteration 30Q: 3 clusters Score -152521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -152529.500000 Penalty: 3431.181885
	Iteration 31Q: 3 clusters Score -152529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -152544.015625 Penalty: 3431.181885
	Iteration 32Q: 3 clusters Score -152544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -152550.125000 Penalty: 3431.181885
	Iteration 33Q: 3 clusters Score -152550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -152550.125000 Penalty: 3431.181885
	Iteration 34F: 3 clusters Score -152550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 671 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8301 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 339 members 
Entering Unmasked Estep 
Score: -120388656.000000 Penalty: 151630.234375
Splitting cluster 37 changes total score from -120390584.000000 to -120388656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Entering Unmasked Estep 
Score: -924308.687500 Penalty: 2164.689941
	Iteration 0F: 2 clusters Score -924308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -919030.500000 Penalty: 4329.379883
	Iteration 0F: 3 clusters Score -919030.5 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -920464.750000 Penalty: 4329.379883
	Iteration 1F: 3 clusters Score -920464.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -920778.437500 Penalty: 4329.379883
	Iteration 2F: 3 clusters Score -920778.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -921029.375000 Penalty: 4329.379883
	Iteration 3F: 3 clusters Score -921029.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -921225.875000 Penalty: 4329.379883
	Iteration 4Q: 3 clusters Score -921225.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -921410.250000 Penalty: 4329.379883
	Iteration 5Q: 3 clusters Score -921410.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -921574.687500 Penalty: 4329.379883
	Iteration 6Q: 3 clusters Score -921574.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -921726.687500 Penalty: 4329.379883
	Iteration 7Q: 3 clusters Score -921726.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -921847.437500 Penalty: 4329.379883
	Iteration 8Q: 3 clusters Score -921847.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -921944.875000 Penalty: 4329.379883
	Iteration 9Q: 3 clusters Score -921944.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -922028.250000 Penalty: 4329.379883
	Iteration 10Q: 3 clusters Score -922028.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -922093.812500 Penalty: 4329.379883
	Iteration 11Q: 3 clusters Score -922093.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -922141.750000 Penalty: 4329.379883
	Iteration 12Q: 3 clusters Score -922141.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -922174.937500 Penalty: 4329.379883
	Iteration 13Q: 3 clusters Score -922174.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -922200.812500 Penalty: 4329.379883
	Iteration 14Q: 3 clusters Score -922200.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -922233.750000 Penalty: 4329.379883
	Iteration 15Q: 3 clusters Score -922233.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -922263.812500 Penalty: 4329.379883
	Iteration 16Q: 3 clusters Score -922263.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -922282.875000 Penalty: 4329.379883
	Iteration 17Q: 3 clusters Score -922282.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -922302.562500 Penalty: 4329.379883
	Iteration 18Q: 3 clusters Score -922302.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -922313.000000 Penalty: 4329.379883
	Iteration 19Q: 3 clusters Score -922313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -922324.375000 Penalty: 4329.379883
	Iteration 20F: 3 clusters Score -922324.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -922335.312500 Penalty: 4329.379883
	Iteration 21Q: 3 clusters Score -922335.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -922341.562500 Penalty: 4329.379883
	Iteration 22Q: 3 clusters Score -922341.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -922347.000000 Penalty: 4329.379883
	Iteration 23Q: 3 clusters Score -922347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -922353.687500 Penalty: 4329.379883
	Iteration 24Q: 3 clusters Score -922353.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -922365.312500 Penalty: 4329.379883
	Iteration 25Q: 3 clusters Score -922365.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -922384.937500 Penalty: 4329.379883
	Iteration 26Q: 3 clusters Score -922384.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -922410.187500 Penalty: 4329.379883
	Iteration 27Q: 3 clusters Score -922410.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -922423.625000 Penalty: 4329.379883
	Iteration 28Q: 3 clusters Score -922423.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -922439.687500 Penalty: 4329.379883
	Iteration 29Q: 3 clusters Score -922439.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -922446.062500 Penalty: 4329.379883
	Iteration 30Q: 3 clusters Score -922446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -922453.812500 Penalty: 4329.379883
	Iteration 31Q: 3 clusters Score -922453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -922458.625000 Penalty: 4329.379883
	Iteration 32Q: 3 clusters Score -922458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -922460.812500 Penalty: 4329.379883
	Iteration 33Q: 3 clusters Score -922460.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -922464.312500 Penalty: 4329.379883
	Iteration 34Q: 3 clusters Score -922464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -922467.312500 Penalty: 4329.379883
	Iteration 35Q: 3 clusters Score -922467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -922470.875000 Penalty: 4329.379883
	Iteration 36Q: 3 clusters Score -922470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -922479.125000 Penalty: 4329.379883
	Iteration 37Q: 3 clusters Score -922479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -922483.250000 Penalty: 4329.379883
	Iteration 38Q: 3 clusters Score -922483.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -922488.000000 Penalty: 4329.379883
	Iteration 39Q: 3 clusters Score -922488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -922490.750000 Penalty: 4329.379883
	Iteration 40F: 3 clusters Score -922490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -922496.625000 Penalty: 4329.379883
	Iteration 41Q: 3 clusters Score -922496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -922502.000000 Penalty: 4329.379883
	Iteration 42Q: 3 clusters Score -922502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -922505.000000 Penalty: 4329.379883
	Iteration 43Q: 3 clusters Score -922505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -922508.187500 Penalty: 4329.379883
	Iteration 44Q: 3 clusters Score -922508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -922510.875000 Penalty: 4329.379883
	Iteration 45Q: 3 clusters Score -922510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -922512.750000 Penalty: 4329.379883
	Iteration 46Q: 3 clusters Score -922512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -922514.187500 Penalty: 4329.379883
	Iteration 47Q: 3 clusters Score -922514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -922514.937500 Penalty: 4329.379883
	Iteration 48Q: 3 clusters Score -922514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -922514.625000 Penalty: 4329.379883
	Iteration 49Q: 3 clusters Score -922514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -922516.125000 Penalty: 4329.379883
	Iteration 50Q: 3 clusters Score -922516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -922514.875000 Penalty: 4329.379883
	Iteration 51Q: 3 clusters Score -922514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -922514.875000 Penalty: 4329.379883
	Iteration 52F: 3 clusters Score -922514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Entering Unmasked Estep 
Score: -5890187.000000 Penalty: 2614.623779
	Iteration 0F: 2 clusters Score -5890187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5864383.000000 Penalty: 5229.247559
	Iteration 0F: 3 clusters Score -5864383 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -5874324.500000 Penalty: 5229.247559
	Iteration 1F: 3 clusters Score -5874324 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5874963.500000 Penalty: 5229.247559
	Iteration 2F: 3 clusters Score -5874964 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5875598.000000 Penalty: 5229.247559
	Iteration 3Q: 3 clusters Score -5875598 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -5876273.000000 Penalty: 5229.247559
	Iteration 4Q: 3 clusters Score -5876273 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -5877121.500000 Penalty: 5229.247559
	Iteration 5Q: 3 clusters Score -5877122 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5877992.000000 Penalty: 5229.247559
	Iteration 6Q: 3 clusters Score -5877992 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5878949.000000 Penalty: 5229.247559
	Iteration 7Q: 3 clusters Score -5878949 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5879746.000000 Penalty: 5229.247559
	Iteration 8Q: 3 clusters Score -5879746 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5880471.000000 Penalty: 5229.247559
	Iteration 9Q: 3 clusters Score -5880471 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5881154.000000 Penalty: 5229.247559
	Iteration 10Q: 3 clusters Score -5881154 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5881860.000000 Penalty: 5229.247559
	Iteration 11Q: 3 clusters Score -5881860 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5882544.000000 Penalty: 5229.247559
	Iteration 12Q: 3 clusters Score -5882544 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5883088.000000 Penalty: 5229.247559
	Iteration 13Q: 3 clusters Score -5883088 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5883496.000000 Penalty: 5229.247559
	Iteration 14Q: 3 clusters Score -5883496 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5883814.000000 Penalty: 5229.247559
	Iteration 15Q: 3 clusters Score -5883814 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5883991.000000 Penalty: 5229.247559
	Iteration 16Q: 3 clusters Score -5883991 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -5884156.000000 Penalty: 5229.247559
	Iteration 17Q: 3 clusters Score -5884156 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5884276.000000 Penalty: 5229.247559
	Iteration 18Q: 3 clusters Score -5884276 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5884371.500000 Penalty: 5229.247559
	Iteration 19Q: 3 clusters Score -5884372 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5884441.500000 Penalty: 5229.247559
	Iteration 20F: 3 clusters Score -5884442 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5884509.000000 Penalty: 5229.247559
	Iteration 21Q: 3 clusters Score -5884509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5884525.000000 Penalty: 5229.247559
	Iteration 22Q: 3 clusters Score -5884525 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5884574.500000 Penalty: 5229.247559
	Iteration 23Q: 3 clusters Score -5884574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5884621.500000 Penalty: 5229.247559
	Iteration 24Q: 3 clusters Score -5884622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5884641.500000 Penalty: 5229.247559
	Iteration 25Q: 3 clusters Score -5884642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5884644.500000 Penalty: 5229.247559
	Iteration 26Q: 3 clusters Score -5884644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5884669.000000 Penalty: 5229.247559
	Iteration 27Q: 3 clusters Score -5884669 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -5884699.000000 Penalty: 5229.247559
	Iteration 28Q: 3 clusters Score -5884699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5884698.000000 Penalty: 5229.247559
	Iteration 29Q: 3 clusters Score -5884698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -5884725.000000 Penalty: 5229.247559
	Iteration 30Q: 3 clusters Score -5884725 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5884735.500000 Penalty: 5229.247559
	Iteration 31Q: 3 clusters Score -5884736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5884748.000000 Penalty: 5229.247559
	Iteration 32Q: 3 clusters Score -5884748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -5884780.000000 Penalty: 5229.247559
	Iteration 33Q: 3 clusters Score -5884780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5884822.500000 Penalty: 5229.247559
	Iteration 34Q: 3 clusters Score -5884822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5884827.000000 Penalty: 5229.247559
	Iteration 35Q: 3 clusters Score -5884827 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -5884857.000000 Penalty: 5229.247559
	Iteration 36Q: 3 clusters Score -5884857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5884888.000000 Penalty: 5229.247559
	Iteration 37Q: 3 clusters Score -5884888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -5884927.500000 Penalty: 5229.247559
	Iteration 38Q: 3 clusters Score -5884928 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5884956.500000 Penalty: 5229.247559
	Iteration 39Q: 3 clusters Score -5884956 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5885023.000000 Penalty: 5229.247559
	Iteration 40F: 3 clusters Score -5885023 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5885095.000000 Penalty: 5229.247559
	Iteration 41Q: 3 clusters Score -5885095 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5885160.000000 Penalty: 5229.247559
	Iteration 42Q: 3 clusters Score -5885160 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5885211.000000 Penalty: 5229.247559
	Iteration 43Q: 3 clusters Score -5885211 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -5885295.000000 Penalty: 5229.247559
	Iteration 44Q: 3 clusters Score -5885295 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5885412.500000 Penalty: 5229.247559
	Iteration 45Q: 3 clusters Score -5885412 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5885502.000000 Penalty: 5229.247559
	Iteration 46Q: 3 clusters Score -5885502 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5885650.500000 Penalty: 5229.247559
	Iteration 47Q: 3 clusters Score -5885650 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5885783.000000 Penalty: 5229.247559
	Iteration 48Q: 3 clusters Score -5885783 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -5885978.000000 Penalty: 5229.247559
	Iteration 49Q: 3 clusters Score -5885978 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5886207.500000 Penalty: 5229.247559
	Iteration 50Q: 3 clusters Score -5886208 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -5886470.000000 Penalty: 5229.247559
	Iteration 51Q: 3 clusters Score -5886470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5886729.000000 Penalty: 5229.247559
	Iteration 52Q: 3 clusters Score -5886729 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -5886989.500000 Penalty: 5229.247559
	Iteration 53Q: 3 clusters Score -5886990 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5887253.500000 Penalty: 5229.247559
	Iteration 54Q: 3 clusters Score -5887254 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5887532.000000 Penalty: 5229.247559
	Iteration 55Q: 3 clusters Score -5887532 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5887746.500000 Penalty: 5229.247559
	Iteration 56Q: 3 clusters Score -5887746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5887863.000000 Penalty: 5229.247559
	Iteration 57Q: 3 clusters Score -5887863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -5887973.000000 Penalty: 5229.247559
	Iteration 58Q: 3 clusters Score -5887973 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -5888074.000000 Penalty: 5229.247559
	Iteration 59Q: 3 clusters Score -5888074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5888145.500000 Penalty: 5229.247559
	Iteration 60F: 3 clusters Score -5888146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5888203.500000 Penalty: 5229.247559
	Iteration 61Q: 3 clusters Score -5888204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5888261.000000 Penalty: 5229.247559
	Iteration 62Q: 3 clusters Score -5888261 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5888309.500000 Penalty: 5229.247559
	Iteration 63Q: 3 clusters Score -5888310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5888366.500000 Penalty: 5229.247559
	Iteration 64Q: 3 clusters Score -5888366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -5888396.500000 Penalty: 5229.247559
	Iteration 65Q: 3 clusters Score -5888396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5888429.000000 Penalty: 5229.247559
	Iteration 66Q: 3 clusters Score -5888429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -5888439.500000 Penalty: 5229.247559
	Iteration 67Q: 3 clusters Score -5888440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -5888473.500000 Penalty: 5229.247559
	Iteration 68Q: 3 clusters Score -5888474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5888483.500000 Penalty: 5229.247559
	Iteration 69Q: 3 clusters Score -5888484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -5888510.500000 Penalty: 5229.247559
	Iteration 70Q: 3 clusters Score -5888510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5888515.000000 Penalty: 5229.247559
	Iteration 71Q: 3 clusters Score -5888515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5888521.500000 Penalty: 5229.247559
	Iteration 72Q: 3 clusters Score -5888522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5888535.000000 Penalty: 5229.247559
	Iteration 73Q: 3 clusters Score -5888535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5888545.500000 Penalty: 5229.247559
	Iteration 74Q: 3 clusters Score -5888546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5888538.500000 Penalty: 5229.247559
	Iteration 75Q: 3 clusters Score -5888538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -5888557.000000 Penalty: 5229.247559
	Iteration 76Q: 3 clusters Score -5888557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5888554.000000 Penalty: 5229.247559
	Iteration 77Q: 3 clusters Score -5888554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -5888558.000000 Penalty: 5229.247559
	Iteration 78Q: 3 clusters Score -5888558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5888557.000000 Penalty: 5229.247559
	Iteration 79Q: 3 clusters Score -5888557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5888568.000000 Penalty: 5229.247559
	Iteration 80F: 3 clusters Score -5888568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5888577.500000 Penalty: 5229.247559
	Iteration 81Q: 3 clusters Score -5888578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5888579.500000 Penalty: 5229.247559
	Iteration 82Q: 3 clusters Score -5888580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5888581.500000 Penalty: 5229.247559
	Iteration 83Q: 3 clusters Score -5888582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -5888577.500000 Penalty: 5229.247559
	Iteration 84Q: 3 clusters Score -5888578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -5888584.000000 Penalty: 5229.247559
	Iteration 85Q: 3 clusters Score -5888584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5888581.500000 Penalty: 5229.247559
	Iteration 86Q: 3 clusters Score -5888582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -5888587.500000 Penalty: 5229.247559
	Iteration 87Q: 3 clusters Score -5888588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5888579.500000 Penalty: 5229.247559
	Iteration 88Q: 3 clusters Score -5888580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5888582.500000 Penalty: 5229.247559
	Iteration 89Q: 3 clusters Score -5888582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -5888586.500000 Penalty: 5229.247559
	Iteration 90Q: 3 clusters Score -5888586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5888590.000000 Penalty: 5229.247559
	Iteration 91Q: 3 clusters Score -5888590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -5888586.000000 Penalty: 5229.247559
	Iteration 92Q: 3 clusters Score -5888586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5888585.000000 Penalty: 5229.247559
	Iteration 93Q: 3 clusters Score -5888585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5888585.000000 Penalty: 5229.247559
	Iteration 94F: 3 clusters Score -5888585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -916155.875000 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -916155.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -911014.875000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -911014.9 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -912614.500000 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -912614.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -912998.687500 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -912998.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -913278.625000 Penalty: 4322.425293
	Iteration 3F: 3 clusters Score -913278.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -913517.625000 Penalty: 4322.425293
	Iteration 4F: 3 clusters Score -913517.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -913690.625000 Penalty: 4322.425293
	Iteration 5Q: 3 clusters Score -913690.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -913844.687500 Penalty: 4322.425293
	Iteration 6Q: 3 clusters Score -913844.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -913970.687500 Penalty: 4322.425293
	Iteration 7Q: 3 clusters Score -913970.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -914063.375000 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -914063.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -914133.562500 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -914133.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -914194.562500 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -914194.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -914245.875000 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -914245.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -914293.875000 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -914293.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -914338.312500 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -914338.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -914379.562500 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -914379.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -914414.562500 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -914414.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -914455.875000 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -914455.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -914480.187500 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -914480.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -914506.562500 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -914506.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -914525.625000 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -914525.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -914537.687500 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -914537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -914552.812500 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -914552.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -914562.187500 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -914562.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -914577.875000 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -914577.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -914586.062500 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -914586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -914591.625000 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -914591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -914593.812500 Penalty: 4322.425293
	Iteration 26Q: 3 clusters Score -914593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -914593.375000 Penalty: 4322.425293
	Iteration 27Q: 3 clusters Score -914593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -914593.375000 Penalty: 4322.425293
	Iteration 28F: 3 clusters Score -914593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -166533.937500 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -166533.9 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 558 members 
Entering Unmasked Estep 
Score: -164524.437500 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -164524.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -164892.734375 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -164892.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165008.500000 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -165008.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165065.906250 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -165065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -165082.296875 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -165082.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -165104.781250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -165104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165113.875000 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -165113.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -165125.281250 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -165125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165132.078125 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -165132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -165138.265625 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -165138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -165141.734375 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -165141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165145.140625 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -165145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -165152.984375 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -165153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -165164.406250 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -165164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -165177.703125 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -165177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -165181.921875 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -165181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -165192.078125 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -165192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165217.406250 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -165217.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -165260.890625 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -165260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -165284.125000 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -165284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165291.156250 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -165291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165298.843750 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -165298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -165305.796875 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -165305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -165309.078125 Penalty: 3486.866699
	Iteration 23Q: 3 clusters Score -165309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -165309.875000 Penalty: 3486.866699
	Iteration 24Q: 3 clusters Score -165309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -165311.140625 Penalty: 3486.866699
	Iteration 25Q: 3 clusters Score -165311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -165311.140625 Penalty: 3486.866699
	Iteration 26F: 3 clusters Score -165311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Entering Unmasked Estep 
Score: -1716382.250000 Penalty: 2325.548096
	Iteration 0F: 2 clusters Score -1716382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1707626.500000 Penalty: 4651.096191
	Iteration 0F: 3 clusters Score -1707626 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1710416.875000 Penalty: 4651.096191
	Iteration 1F: 3 clusters Score -1710417 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1711195.750000 Penalty: 4651.096191
	Iteration 2F: 3 clusters Score -1711196 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1712007.125000 Penalty: 4651.096191
	Iteration 3F: 3 clusters Score -1712007 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1712799.500000 Penalty: 4651.096191
	Iteration 4F: 3 clusters Score -1712800 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1713454.500000 Penalty: 4651.096191
	Iteration 5F: 3 clusters Score -1713454 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1713918.625000 Penalty: 4651.096191
	Iteration 6F: 3 clusters Score -1713919 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1714198.500000 Penalty: 4651.096191
	Iteration 7Q: 3 clusters Score -1714198 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1714349.750000 Penalty: 4651.096191
	Iteration 8Q: 3 clusters Score -1714350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1714435.625000 Penalty: 4651.096191
	Iteration 9Q: 3 clusters Score -1714436 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1714498.750000 Penalty: 4651.096191
	Iteration 10Q: 3 clusters Score -1714499 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1714546.125000 Penalty: 4651.096191
	Iteration 11Q: 3 clusters Score -1714546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1714573.500000 Penalty: 4651.096191
	Iteration 12Q: 3 clusters Score -1714574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1714595.000000 Penalty: 4651.096191
	Iteration 13Q: 3 clusters Score -1714595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1714611.750000 Penalty: 4651.096191
	Iteration 14Q: 3 clusters Score -1714612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1714630.000000 Penalty: 4651.096191
	Iteration 15Q: 3 clusters Score -1714630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1714643.875000 Penalty: 4651.096191
	Iteration 16Q: 3 clusters Score -1714644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1714656.500000 Penalty: 4651.096191
	Iteration 17Q: 3 clusters Score -1714656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1714676.500000 Penalty: 4651.096191
	Iteration 18Q: 3 clusters Score -1714676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1714682.875000 Penalty: 4651.096191
	Iteration 19Q: 3 clusters Score -1714683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1714693.625000 Penalty: 4651.096191
	Iteration 20F: 3 clusters Score -1714694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1714706.875000 Penalty: 4651.096191
	Iteration 21Q: 3 clusters Score -1714707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1714718.375000 Penalty: 4651.096191
	Iteration 22Q: 3 clusters Score -1714718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1714732.125000 Penalty: 4651.096191
	Iteration 23Q: 3 clusters Score -1714732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1714748.125000 Penalty: 4651.096191
	Iteration 24Q: 3 clusters Score -1714748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1714756.375000 Penalty: 4651.096191
	Iteration 25Q: 3 clusters Score -1714756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1714770.000000 Penalty: 4651.096191
	Iteration 26Q: 3 clusters Score -1714770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1714774.750000 Penalty: 4651.096191
	Iteration 27Q: 3 clusters Score -1714775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1714779.375000 Penalty: 4651.096191
	Iteration 28Q: 3 clusters Score -1714779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1714785.625000 Penalty: 4651.096191
	Iteration 29Q: 3 clusters Score -1714786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1714786.875000 Penalty: 4651.096191
	Iteration 30Q: 3 clusters Score -1714787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1714790.625000 Penalty: 4651.096191
	Iteration 31Q: 3 clusters Score -1714791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1714796.250000 Penalty: 4651.096191
	Iteration 32Q: 3 clusters Score -1714796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1714805.000000 Penalty: 4651.096191
	Iteration 33Q: 3 clusters Score -1714805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1714808.250000 Penalty: 4651.096191
	Iteration 34Q: 3 clusters Score -1714808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1714814.750000 Penalty: 4651.096191
	Iteration 35Q: 3 clusters Score -1714815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1714824.000000 Penalty: 4651.096191
	Iteration 36Q: 3 clusters Score -1714824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1714828.375000 Penalty: 4651.096191
	Iteration 37Q: 3 clusters Score -1714828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1714833.625000 Penalty: 4651.096191
	Iteration 38Q: 3 clusters Score -1714834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1714837.000000 Penalty: 4651.096191
	Iteration 39Q: 3 clusters Score -1714837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1714849.375000 Penalty: 4651.096191
	Iteration 40F: 3 clusters Score -1714849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1714858.250000 Penalty: 4651.096191
	Iteration 41Q: 3 clusters Score -1714858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1714858.250000 Penalty: 4651.096191
	Iteration 42Q: 3 clusters Score -1714858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1714859.625000 Penalty: 4651.096191
	Iteration 43Q: 3 clusters Score -1714860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1714865.000000 Penalty: 4651.096191
	Iteration 44Q: 3 clusters Score -1714865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1714875.125000 Penalty: 4651.096191
	Iteration 45Q: 3 clusters Score -1714875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1714879.500000 Penalty: 4651.096191
	Iteration 46Q: 3 clusters Score -1714880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1714887.250000 Penalty: 4651.096191
	Iteration 47Q: 3 clusters Score -1714887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1714889.750000 Penalty: 4651.096191
	Iteration 48Q: 3 clusters Score -1714890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1714890.750000 Penalty: 4651.096191
	Iteration 49Q: 3 clusters Score -1714891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1714890.250000 Penalty: 4651.096191
	Iteration 50Q: 3 clusters Score -1714890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1714892.375000 Penalty: 4651.096191
	Iteration 51Q: 3 clusters Score -1714892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1714892.625000 Penalty: 4651.096191
	Iteration 52Q: 3 clusters Score -1714893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1714892.875000 Penalty: 4651.096191
	Iteration 53Q: 3 clusters Score -1714893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1714894.750000 Penalty: 4651.096191
	Iteration 54Q: 3 clusters Score -1714895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1714897.875000 Penalty: 4651.096191
	Iteration 55Q: 3 clusters Score -1714898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1714899.875000 Penalty: 4651.096191
	Iteration 56Q: 3 clusters Score -1714900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1714897.000000 Penalty: 4651.096191
	Iteration 57Q: 3 clusters Score -1714897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1714900.000000 Penalty: 4651.096191
	Iteration 58Q: 3 clusters Score -1714900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1714902.500000 Penalty: 4651.096191
	Iteration 59Q: 3 clusters Score -1714902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1714904.625000 Penalty: 4651.096191
	Iteration 60F: 3 clusters Score -1714905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1714903.875000 Penalty: 4651.096191
	Iteration 61Q: 3 clusters Score -1714904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1714903.250000 Penalty: 4651.096191
	Iteration 62Q: 3 clusters Score -1714903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1714902.625000 Penalty: 4651.096191
	Iteration 63Q: 3 clusters Score -1714903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1714905.000000 Penalty: 4651.096191
	Iteration 64Q: 3 clusters Score -1714905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1714910.500000 Penalty: 4651.096191
	Iteration 65Q: 3 clusters Score -1714910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1714911.000000 Penalty: 4651.096191
	Iteration 66Q: 3 clusters Score -1714911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1714909.500000 Penalty: 4651.096191
	Iteration 67Q: 3 clusters Score -1714910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1714909.500000 Penalty: 4651.096191
	Iteration 68Q: 3 clusters Score -1714910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1714908.125000 Penalty: 4651.096191
	Iteration 69Q: 3 clusters Score -1714908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1714906.000000 Penalty: 4651.096191
	Iteration 70Q: 3 clusters Score -1714906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1714908.875000 Penalty: 4651.096191
	Iteration 71Q: 3 clusters Score -1714909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1714910.125000 Penalty: 4651.096191
	Iteration 72Q: 3 clusters Score -1714910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1714909.875000 Penalty: 4651.096191
	Iteration 73Q: 3 clusters Score -1714910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1714913.500000 Penalty: 4651.096191
	Iteration 74Q: 3 clusters Score -1714914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1714914.875000 Penalty: 4651.096191
	Iteration 75Q: 3 clusters Score -1714915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1714915.250000 Penalty: 4651.096191
	Iteration 76Q: 3 clusters Score -1714915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1714915.000000 Penalty: 4651.096191
	Iteration 77Q: 3 clusters Score -1714915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1714915.000000 Penalty: 4651.096191
	Iteration 78F: 3 clusters Score -1714915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1261974.125000 Penalty: 2237.984375
	Iteration 0F: 2 clusters Score -1261974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1255397.375000 Penalty: 4475.968750
	Iteration 0F: 3 clusters Score -1255397 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1257237.625000 Penalty: 4475.968750
	Iteration 1F: 3 clusters Score -1257238 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1257519.125000 Penalty: 4475.968750
	Iteration 2F: 3 clusters Score -1257519 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1257736.625000 Penalty: 4475.968750
	Iteration 3F: 3 clusters Score -1257737 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1257900.750000 Penalty: 4475.968750
	Iteration 4Q: 3 clusters Score -1257901 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1258024.500000 Penalty: 4475.968750
	Iteration 5Q: 3 clusters Score -1258024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1258162.250000 Penalty: 4475.968750
	Iteration 6Q: 3 clusters Score -1258162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1258315.000000 Penalty: 4475.968750
	Iteration 7Q: 3 clusters Score -1258315 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1258491.375000 Penalty: 4475.968750
	Iteration 8Q: 3 clusters Score -1258491 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1258670.750000 Penalty: 4475.968750
	Iteration 9Q: 3 clusters Score -1258671 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1258851.750000 Penalty: 4475.968750
	Iteration 10Q: 3 clusters Score -1258852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1259009.750000 Penalty: 4475.968750
	Iteration 11Q: 3 clusters Score -1259010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1259168.500000 Penalty: 4475.968750
	Iteration 12Q: 3 clusters Score -1259168 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1259311.250000 Penalty: 4475.968750
	Iteration 13Q: 3 clusters Score -1259311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1259430.000000 Penalty: 4475.968750
	Iteration 14Q: 3 clusters Score -1259430 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1259542.750000 Penalty: 4475.968750
	Iteration 15Q: 3 clusters Score -1259543 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1259655.750000 Penalty: 4475.968750
	Iteration 16Q: 3 clusters Score -1259656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1259758.000000 Penalty: 4475.968750
	Iteration 17Q: 3 clusters Score -1259758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1259852.500000 Penalty: 4475.968750
	Iteration 18Q: 3 clusters Score -1259852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1259936.500000 Penalty: 4475.968750
	Iteration 19Q: 3 clusters Score -1259936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1260009.250000 Penalty: 4475.968750
	Iteration 20F: 3 clusters Score -1260009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1260065.250000 Penalty: 4475.968750
	Iteration 21Q: 3 clusters Score -1260065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1260115.125000 Penalty: 4475.968750
	Iteration 22Q: 3 clusters Score -1260115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1260172.750000 Penalty: 4475.968750
	Iteration 23Q: 3 clusters Score -1260173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1260203.375000 Penalty: 4475.968750
	Iteration 24Q: 3 clusters Score -1260203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1260225.875000 Penalty: 4475.968750
	Iteration 25Q: 3 clusters Score -1260226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1260248.750000 Penalty: 4475.968750
	Iteration 26Q: 3 clusters Score -1260249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1260268.625000 Penalty: 4475.968750
	Iteration 27Q: 3 clusters Score -1260269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1260281.375000 Penalty: 4475.968750
	Iteration 28Q: 3 clusters Score -1260281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1260297.500000 Penalty: 4475.968750
	Iteration 29Q: 3 clusters Score -1260298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1260309.125000 Penalty: 4475.968750
	Iteration 30Q: 3 clusters Score -1260309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1260316.000000 Penalty: 4475.968750
	Iteration 31Q: 3 clusters Score -1260316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1260328.625000 Penalty: 4475.968750
	Iteration 32Q: 3 clusters Score -1260329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1260333.625000 Penalty: 4475.968750
	Iteration 33Q: 3 clusters Score -1260334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1260336.500000 Penalty: 4475.968750
	Iteration 34Q: 3 clusters Score -1260336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1260337.375000 Penalty: 4475.968750
	Iteration 35Q: 3 clusters Score -1260337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1260349.625000 Penalty: 4475.968750
	Iteration 36Q: 3 clusters Score -1260350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1260352.375000 Penalty: 4475.968750
	Iteration 37Q: 3 clusters Score -1260352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1260361.250000 Penalty: 4475.968750
	Iteration 38Q: 3 clusters Score -1260361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1260369.875000 Penalty: 4475.968750
	Iteration 39Q: 3 clusters Score -1260370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1260373.250000 Penalty: 4475.968750
	Iteration 40F: 3 clusters Score -1260373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1260376.625000 Penalty: 4475.968750
	Iteration 41Q: 3 clusters Score -1260377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1260383.125000 Penalty: 4475.968750
	Iteration 42Q: 3 clusters Score -1260383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1260391.750000 Penalty: 4475.968750
	Iteration 43Q: 3 clusters Score -1260392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1260399.375000 Penalty: 4475.968750
	Iteration 44Q: 3 clusters Score -1260399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1260404.875000 Penalty: 4475.968750
	Iteration 45Q: 3 clusters Score -1260405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1260413.750000 Penalty: 4475.968750
	Iteration 46Q: 3 clusters Score -1260414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1260419.500000 Penalty: 4475.968750
	Iteration 47Q: 3 clusters Score -1260420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1260421.250000 Penalty: 4475.968750
	Iteration 48Q: 3 clusters Score -1260421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260427.000000 Penalty: 4475.968750
	Iteration 49Q: 3 clusters Score -1260427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260431.625000 Penalty: 4475.968750
	Iteration 50Q: 3 clusters Score -1260432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260430.625000 Penalty: 4475.968750
	Iteration 51Q: 3 clusters Score -1260431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260430.000000 Penalty: 4475.968750
	Iteration 52Q: 3 clusters Score -1260430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1260431.625000 Penalty: 4475.968750
	Iteration 53Q: 3 clusters Score -1260432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1260433.125000 Penalty: 4475.968750
	Iteration 54Q: 3 clusters Score -1260433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1260433.125000 Penalty: 4475.968750
	Iteration 55F: 3 clusters Score -1260433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -140064.656250 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -140064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138168.890625 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -138168.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138616.390625 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -138616.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138901.421875 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -138901.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139078.953125 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -139079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -139174.515625 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -139174.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -139253.625000 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -139253.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -139290.265625 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -139290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -139303.421875 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -139303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -139322.375000 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -139322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -139331.203125 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -139331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -139336.296875 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -139336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -139343.000000 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -139343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -139343.000000 Penalty: 3394.500000
	Iteration 12F: 3 clusters Score -139343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6231 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102363 members 
Mstep: Class 19 contains 16382 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1130 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8301 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390584.000000 Penalty: 148260.671875
Iteration 279Q: 45 clusters Score -1.203906e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35981 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 62721 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22979 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7710 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102373 members 
Mstep: Class 19 contains 16376 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4287 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19286 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18640 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6178 members 
Mstep: Class 39 contains 37906 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8311 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390624.000000 Penalty: 148260.671875
Iteration 280F: 45 clusters Score -1.203906e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22975 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 52935 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102373 members 
Mstep: Class 19 contains 16372 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56333 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19270 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85336 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18639 members 
Mstep: Class 34 contains 7099 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6178 members 
Mstep: Class 39 contains 37910 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8329 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390544.000000 Penalty: 148260.671875
Iteration 281Q: 45 clusters Score -1.203905e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 4 contains 6237 members 
Mstep: Class 5 contains 62723 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 52932 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102376 members 
Mstep: Class 19 contains 16371 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56334 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19252 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85338 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18641 members 
Mstep: Class 34 contains 7098 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 37910 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8344 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390624.000000 Penalty: 148260.671875
Iteration 282Q: 45 clusters Score -1.203906e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35979 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62720 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22972 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44747 members 
Mstep: Class 14 contains 52933 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102379 members 
Mstep: Class 19 contains 16370 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56334 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 19234 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85337 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18642 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6181 members 
Mstep: Class 39 contains 37908 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8356 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390728.000000 Penalty: 148260.671875
Iteration 283Q: 45 clusters Score -1.203907e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35978 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 62720 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22972 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44747 members 
Mstep: Class 14 contains 52934 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102384 members 
Mstep: Class 19 contains 16367 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19222 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85336 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18644 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6182 members 
Mstep: Class 39 contains 37907 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8365 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390704.000000 Penalty: 148260.671875
Iteration 284Q: 45 clusters Score -1.203907e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35977 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22972 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44748 members 
Mstep: Class 14 contains 52936 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102389 members 
Mstep: Class 19 contains 16365 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19212 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85336 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18644 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6182 members 
Mstep: Class 39 contains 37906 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390664.000000 Penalty: 148260.671875
Iteration 285Q: 45 clusters Score -1.203907e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35977 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22972 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102391 members 
Mstep: Class 19 contains 16365 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4284 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19207 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85334 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18644 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8380 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390776.000000 Penalty: 148260.671875
Iteration 286Q: 45 clusters Score -1.203908e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35977 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102399 members 
Mstep: Class 19 contains 16363 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19198 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18644 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8381 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390776.000000 Penalty: 148260.671875
Iteration 287Q: 45 clusters Score -1.203908e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35976 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102403 members 
Mstep: Class 19 contains 16362 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19191 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18644 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8385 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390752.000000 Penalty: 148260.671875
Iteration 288Q: 45 clusters Score -1.203908e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35974 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22971 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102401 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19194 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7097 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6182 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8383 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390720.000000 Penalty: 148260.671875
Iteration 289Q: 45 clusters Score -1.203907e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35972 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102399 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19197 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390720.000000 Penalty: 148260.671875
Iteration 290Q: 45 clusters Score -1.203907e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35968 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102401 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19199 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6091 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11817 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390704.000000 Penalty: 148260.671875
Iteration 291Q: 45 clusters Score -1.203907e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102402 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19199 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8385 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390696.000000 Penalty: 148260.671875
Iteration 292Q: 45 clusters Score -1.203907e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102404 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19198 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6185 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8383 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390704.000000 Penalty: 148260.671875
Iteration 293Q: 45 clusters Score -1.203907e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22969 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102405 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19196 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390704.000000 Penalty: 148260.671875
Iteration 294Q: 45 clusters Score -1.203907e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22967 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102410 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19194 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390720.000000 Penalty: 148260.671875
Iteration 295Q: 45 clusters Score -1.203907e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62718 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22966 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102413 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19191 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390752.000000 Penalty: 148260.671875
Iteration 296Q: 45 clusters Score -1.203908e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34924 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102413 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8384 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390776.000000 Penalty: 148260.671875
Iteration 297Q: 45 clusters Score -1.203908e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8385 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390768.000000 Penalty: 148260.671875
Iteration 298Q: 45 clusters Score -1.203908e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390776.000000 Penalty: 148260.671875
Iteration 299Q: 45 clusters Score -1.203908e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44750 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7713 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390776.000000 Penalty: 148260.671875
Iteration 300F: 45 clusters Score -1.203908e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35965 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390752.000000 Penalty: 148260.671875
Iteration 301Q: 45 clusters Score -1.203908e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35964 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44751 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390752.000000 Penalty: 148260.671875
Iteration 302Q: 45 clusters Score -1.203908e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390736.000000 Penalty: 148260.671875
Iteration 303Q: 45 clusters Score -1.203907e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390736.000000 Penalty: 148260.671875
Iteration 304F: 45 clusters Score -1.203907e+08 nChanged 0
Entering ConstructFrom: 
Score: -120390736.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (7867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Entering Unmasked Estep 
Score: -1185241.625000 Penalty: 2224.667236
	Iteration 0F: 2 clusters Score -1185242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1178966.500000 Penalty: 4449.334473
	Iteration 0F: 3 clusters Score -1178966 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1180793.875000 Penalty: 4449.334473
	Iteration 1F: 3 clusters Score -1180794 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1181169.375000 Penalty: 4449.334473
	Iteration 2F: 3 clusters Score -1181169 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1181429.625000 Penalty: 4449.334473
	Iteration 3F: 3 clusters Score -1181430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1181636.250000 Penalty: 4449.334473
	Iteration 4Q: 3 clusters Score -1181636 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1181822.500000 Penalty: 4449.334473
	Iteration 5Q: 3 clusters Score -1181822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1182002.625000 Penalty: 4449.334473
	Iteration 6Q: 3 clusters Score -1182003 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1182153.250000 Penalty: 4449.334473
	Iteration 7Q: 3 clusters Score -1182153 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1182298.875000 Penalty: 4449.334473
	Iteration 8Q: 3 clusters Score -1182299 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1182420.500000 Penalty: 4449.334473
	Iteration 9Q: 3 clusters Score -1182420 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1182537.000000 Penalty: 4449.334473
	Iteration 10Q: 3 clusters Score -1182537 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1182645.625000 Penalty: 4449.334473
	Iteration 11Q: 3 clusters Score -1182646 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1182730.625000 Penalty: 4449.334473
	Iteration 12Q: 3 clusters Score -1182731 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1182796.625000 Penalty: 4449.334473
	Iteration 13Q: 3 clusters Score -1182797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1182850.000000 Penalty: 4449.334473
	Iteration 14Q: 3 clusters Score -1182850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1182884.750000 Penalty: 4449.334473
	Iteration 15Q: 3 clusters Score -1182885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1182918.750000 Penalty: 4449.334473
	Iteration 16Q: 3 clusters Score -1182919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1182946.625000 Penalty: 4449.334473
	Iteration 17Q: 3 clusters Score -1182947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1182967.750000 Penalty: 4449.334473
	Iteration 18Q: 3 clusters Score -1182968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1182992.875000 Penalty: 4449.334473
	Iteration 19Q: 3 clusters Score -1182993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1183018.875000 Penalty: 4449.334473
	Iteration 20F: 3 clusters Score -1183019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1183044.125000 Penalty: 4449.334473
	Iteration 21Q: 3 clusters Score -1183044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1183071.750000 Penalty: 4449.334473
	Iteration 22Q: 3 clusters Score -1183072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1183092.250000 Penalty: 4449.334473
	Iteration 23Q: 3 clusters Score -1183092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1183110.750000 Penalty: 4449.334473
	Iteration 24Q: 3 clusters Score -1183111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1183132.500000 Penalty: 4449.334473
	Iteration 25Q: 3 clusters Score -1183132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1183158.875000 Penalty: 4449.334473
	Iteration 26Q: 3 clusters Score -1183159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1183184.875000 Penalty: 4449.334473
	Iteration 27Q: 3 clusters Score -1183185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1183204.375000 Penalty: 4449.334473
	Iteration 28Q: 3 clusters Score -1183204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1183218.125000 Penalty: 4449.334473
	Iteration 29Q: 3 clusters Score -1183218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1183234.125000 Penalty: 4449.334473
	Iteration 30Q: 3 clusters Score -1183234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1183251.750000 Penalty: 4449.334473
	Iteration 31Q: 3 clusters Score -1183252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1183278.375000 Penalty: 4449.334473
	Iteration 32Q: 3 clusters Score -1183278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1183292.125000 Penalty: 4449.334473
	Iteration 33Q: 3 clusters Score -1183292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1183309.125000 Penalty: 4449.334473
	Iteration 34Q: 3 clusters Score -1183309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1183320.000000 Penalty: 4449.334473
	Iteration 35Q: 3 clusters Score -1183320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1183332.250000 Penalty: 4449.334473
	Iteration 36Q: 3 clusters Score -1183332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1183347.750000 Penalty: 4449.334473
	Iteration 37Q: 3 clusters Score -1183348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1183355.875000 Penalty: 4449.334473
	Iteration 38Q: 3 clusters Score -1183356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1183368.375000 Penalty: 4449.334473
	Iteration 39Q: 3 clusters Score -1183368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1183371.250000 Penalty: 4449.334473
	Iteration 40F: 3 clusters Score -1183371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1183381.125000 Penalty: 4449.334473
	Iteration 41Q: 3 clusters Score -1183381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1183388.250000 Penalty: 4449.334473
	Iteration 42Q: 3 clusters Score -1183388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1183397.375000 Penalty: 4449.334473
	Iteration 43Q: 3 clusters Score -1183397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1183412.875000 Penalty: 4449.334473
	Iteration 44Q: 3 clusters Score -1183413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1183426.625000 Penalty: 4449.334473
	Iteration 45Q: 3 clusters Score -1183427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1183438.000000 Penalty: 4449.334473
	Iteration 46Q: 3 clusters Score -1183438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1183456.000000 Penalty: 4449.334473
	Iteration 47Q: 3 clusters Score -1183456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1183480.625000 Penalty: 4449.334473
	Iteration 48Q: 3 clusters Score -1183481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1183507.750000 Penalty: 4449.334473
	Iteration 49Q: 3 clusters Score -1183508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1183540.250000 Penalty: 4449.334473
	Iteration 50Q: 3 clusters Score -1183540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1183566.500000 Penalty: 4449.334473
	Iteration 51Q: 3 clusters Score -1183566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1183593.625000 Penalty: 4449.334473
	Iteration 52Q: 3 clusters Score -1183594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1183623.125000 Penalty: 4449.334473
	Iteration 53Q: 3 clusters Score -1183623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1183648.625000 Penalty: 4449.334473
	Iteration 54Q: 3 clusters Score -1183649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1183675.250000 Penalty: 4449.334473
	Iteration 55Q: 3 clusters Score -1183675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1183692.625000 Penalty: 4449.334473
	Iteration 56Q: 3 clusters Score -1183693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1183706.250000 Penalty: 4449.334473
	Iteration 57Q: 3 clusters Score -1183706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1183716.000000 Penalty: 4449.334473
	Iteration 58Q: 3 clusters Score -1183716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1183724.375000 Penalty: 4449.334473
	Iteration 59Q: 3 clusters Score -1183724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1183734.875000 Penalty: 4449.334473
	Iteration 60F: 3 clusters Score -1183735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1183743.250000 Penalty: 4449.334473
	Iteration 61Q: 3 clusters Score -1183743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1183749.750000 Penalty: 4449.334473
	Iteration 62Q: 3 clusters Score -1183750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1183754.875000 Penalty: 4449.334473
	Iteration 63Q: 3 clusters Score -1183755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1183759.250000 Penalty: 4449.334473
	Iteration 64Q: 3 clusters Score -1183759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1183758.750000 Penalty: 4449.334473
	Iteration 65Q: 3 clusters Score -1183759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1183764.625000 Penalty: 4449.334473
	Iteration 66Q: 3 clusters Score -1183765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1183766.250000 Penalty: 4449.334473
	Iteration 67Q: 3 clusters Score -1183766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1183766.000000 Penalty: 4449.334473
	Iteration 68Q: 3 clusters Score -1183766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1183768.500000 Penalty: 4449.334473
	Iteration 69Q: 3 clusters Score -1183768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1183767.750000 Penalty: 4449.334473
	Iteration 70Q: 3 clusters Score -1183768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1183771.375000 Penalty: 4449.334473
	Iteration 71Q: 3 clusters Score -1183771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1183775.875000 Penalty: 4449.334473
	Iteration 72Q: 3 clusters Score -1183776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1183777.500000 Penalty: 4449.334473
	Iteration 73Q: 3 clusters Score -1183778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1183777.125000 Penalty: 4449.334473
	Iteration 74Q: 3 clusters Score -1183777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1183777.375000 Penalty: 4449.334473
	Iteration 75Q: 3 clusters Score -1183777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1183777.125000 Penalty: 4449.334473
	Iteration 76Q: 3 clusters Score -1183777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1183778.500000 Penalty: 4449.334473
	Iteration 77Q: 3 clusters Score -1183778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1183778.750000 Penalty: 4449.334473
	Iteration 78Q: 3 clusters Score -1183779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1183778.750000 Penalty: 4449.334473
	Iteration 79F: 3 clusters Score -1183779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -222632.093750 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -222632.1 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 765 members 
Entering Unmasked Estep 
Score: -220382.203125 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -220382.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220924.750000 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -220924.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -221188.765625 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -221188.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221410.093750 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -221410.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221553.531250 Penalty: 3642.018555
	Iteration 4F: 3 clusters Score -221553.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -221652.468750 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -221652.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -221697.312500 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -221697.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -221718.625000 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -221718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221730.015625 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -221730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221737.765625 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -221737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -221742.343750 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -221742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -221748.828125 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -221748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -221754.875000 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -221754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -221759.765625 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -221759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -221766.296875 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -221766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -221767.312500 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -221767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -221767.312500 Penalty: 3642.018555
	Iteration 16F: 3 clusters Score -221767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Entering Unmasked Estep 
Score: -5281244.500000 Penalty: 2601.581055
	Iteration 0F: 2 clusters Score -5281244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5256919.500000 Penalty: 5203.162109
	Iteration 0F: 3 clusters Score -5256920 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5266720.000000 Penalty: 5203.162109
	Iteration 1F: 3 clusters Score -5266720 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5268092.000000 Penalty: 5203.162109
	Iteration 2F: 3 clusters Score -5268092 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5269670.500000 Penalty: 5203.162109
	Iteration 3F: 3 clusters Score -5269670 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5271443.000000 Penalty: 5203.162109
	Iteration 4F: 3 clusters Score -5271443 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5273330.000000 Penalty: 5203.162109
	Iteration 5F: 3 clusters Score -5273330 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5274935.000000 Penalty: 5203.162109
	Iteration 6F: 3 clusters Score -5274935 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5276215.000000 Penalty: 5203.162109
	Iteration 7F: 3 clusters Score -5276215 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5277151.500000 Penalty: 5203.162109
	Iteration 8Q: 3 clusters Score -5277152 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5277765.500000 Penalty: 5203.162109
	Iteration 9Q: 3 clusters Score -5277766 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5278204.500000 Penalty: 5203.162109
	Iteration 10Q: 3 clusters Score -5278204 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5278506.000000 Penalty: 5203.162109
	Iteration 11Q: 3 clusters Score -5278506 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -5278772.500000 Penalty: 5203.162109
	Iteration 12Q: 3 clusters Score -5278772 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5278979.500000 Penalty: 5203.162109
	Iteration 13Q: 3 clusters Score -5278980 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5279173.000000 Penalty: 5203.162109
	Iteration 14Q: 3 clusters Score -5279173 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -5279369.500000 Penalty: 5203.162109
	Iteration 15Q: 3 clusters Score -5279370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -5279477.500000 Penalty: 5203.162109
	Iteration 16Q: 3 clusters Score -5279478 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5279575.500000 Penalty: 5203.162109
	Iteration 17Q: 3 clusters Score -5279576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5279626.500000 Penalty: 5203.162109
	Iteration 18Q: 3 clusters Score -5279626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5279669.500000 Penalty: 5203.162109
	Iteration 19Q: 3 clusters Score -5279670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5279721.000000 Penalty: 5203.162109
	Iteration 20F: 3 clusters Score -5279721 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5279759.000000 Penalty: 5203.162109
	Iteration 21Q: 3 clusters Score -5279759 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5279793.000000 Penalty: 5203.162109
	Iteration 22Q: 3 clusters Score -5279793 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5279805.500000 Penalty: 5203.162109
	Iteration 23Q: 3 clusters Score -5279806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5279817.000000 Penalty: 5203.162109
	Iteration 24Q: 3 clusters Score -5279817 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5279845.500000 Penalty: 5203.162109
	Iteration 25Q: 3 clusters Score -5279846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5279835.000000 Penalty: 5203.162109
	Iteration 26Q: 3 clusters Score -5279835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -5279846.000000 Penalty: 5203.162109
	Iteration 27Q: 3 clusters Score -5279846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5279842.000000 Penalty: 5203.162109
	Iteration 28Q: 3 clusters Score -5279842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5279849.500000 Penalty: 5203.162109
	Iteration 29Q: 3 clusters Score -5279850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -5279861.500000 Penalty: 5203.162109
	Iteration 30Q: 3 clusters Score -5279862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5279872.500000 Penalty: 5203.162109
	Iteration 31Q: 3 clusters Score -5279872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5279876.500000 Penalty: 5203.162109
	Iteration 32Q: 3 clusters Score -5279876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5279883.500000 Penalty: 5203.162109
	Iteration 33Q: 3 clusters Score -5279884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5279878.500000 Penalty: 5203.162109
	Iteration 34Q: 3 clusters Score -5279878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5279896.500000 Penalty: 5203.162109
	Iteration 35Q: 3 clusters Score -5279896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5279890.000000 Penalty: 5203.162109
	Iteration 36Q: 3 clusters Score -5279890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5279884.000000 Penalty: 5203.162109
	Iteration 37Q: 3 clusters Score -5279884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5279877.500000 Penalty: 5203.162109
	Iteration 38Q: 3 clusters Score -5279878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5279894.000000 Penalty: 5203.162109
	Iteration 39Q: 3 clusters Score -5279894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5279897.000000 Penalty: 5203.162109
	Iteration 40F: 3 clusters Score -5279897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5279903.500000 Penalty: 5203.162109
	Iteration 41Q: 3 clusters Score -5279904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5279904.500000 Penalty: 5203.162109
	Iteration 42Q: 3 clusters Score -5279904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5279906.000000 Penalty: 5203.162109
	Iteration 43Q: 3 clusters Score -5279906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5279912.000000 Penalty: 5203.162109
	Iteration 44Q: 3 clusters Score -5279912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -5279910.000000 Penalty: 5203.162109
	Iteration 45Q: 3 clusters Score -5279910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5279914.500000 Penalty: 5203.162109
	Iteration 46Q: 3 clusters Score -5279914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5279918.500000 Penalty: 5203.162109
	Iteration 47Q: 3 clusters Score -5279918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5279922.500000 Penalty: 5203.162109
	Iteration 48Q: 3 clusters Score -5279922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5279918.500000 Penalty: 5203.162109
	Iteration 49Q: 3 clusters Score -5279918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5279927.000000 Penalty: 5203.162109
	Iteration 50Q: 3 clusters Score -5279927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5279926.500000 Penalty: 5203.162109
	Iteration 51Q: 3 clusters Score -5279926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5279935.000000 Penalty: 5203.162109
	Iteration 52Q: 3 clusters Score -5279935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5279934.500000 Penalty: 5203.162109
	Iteration 53Q: 3 clusters Score -5279934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5279935.000000 Penalty: 5203.162109
	Iteration 54Q: 3 clusters Score -5279935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5279934.500000 Penalty: 5203.162109
	Iteration 55Q: 3 clusters Score -5279934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5279934.000000 Penalty: 5203.162109
	Iteration 56Q: 3 clusters Score -5279934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5279935.000000 Penalty: 5203.162109
	Iteration 57Q: 3 clusters Score -5279935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5279938.000000 Penalty: 5203.162109
	Iteration 58Q: 3 clusters Score -5279938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -5279937.000000 Penalty: 5203.162109
	Iteration 59Q: 3 clusters Score -5279937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5279931.000000 Penalty: 5203.162109
	Iteration 60F: 3 clusters Score -5279931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5279932.500000 Penalty: 5203.162109
	Iteration 61Q: 3 clusters Score -5279932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5279931.000000 Penalty: 5203.162109
	Iteration 62Q: 3 clusters Score -5279931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5279929.500000 Penalty: 5203.162109
	Iteration 63Q: 3 clusters Score -5279930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5279929.500000 Penalty: 5203.162109
	Iteration 64Q: 3 clusters Score -5279930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5279933.500000 Penalty: 5203.162109
	Iteration 65Q: 3 clusters Score -5279934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5279934.000000 Penalty: 5203.162109
	Iteration 66Q: 3 clusters Score -5279934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5279935.500000 Penalty: 5203.162109
	Iteration 67Q: 3 clusters Score -5279936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5279936.000000 Penalty: 5203.162109
	Iteration 68Q: 3 clusters Score -5279936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5279940.000000 Penalty: 5203.162109
	Iteration 69Q: 3 clusters Score -5279940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5279944.000000 Penalty: 5203.162109
	Iteration 70Q: 3 clusters Score -5279944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5279941.500000 Penalty: 5203.162109
	Iteration 71Q: 3 clusters Score -5279942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5279940.000000 Penalty: 5203.162109
	Iteration 72Q: 3 clusters Score -5279940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5279936.000000 Penalty: 5203.162109
	Iteration 73Q: 3 clusters Score -5279936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5279927.000000 Penalty: 5203.162109
	Iteration 74Q: 3 clusters Score -5279927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5279928.000000 Penalty: 5203.162109
	Iteration 75Q: 3 clusters Score -5279928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5279927.000000 Penalty: 5203.162109
	Iteration 76Q: 3 clusters Score -5279927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5279925.500000 Penalty: 5203.162109
	Iteration 77Q: 3 clusters Score -5279926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5279930.000000 Penalty: 5203.162109
	Iteration 78Q: 3 clusters Score -5279930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5279927.000000 Penalty: 5203.162109
	Iteration 79Q: 3 clusters Score -5279927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5279925.000000 Penalty: 5203.162109
	Iteration 80F: 3 clusters Score -5279925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -5279922.500000 Penalty: 5203.162109
	Iteration 81Q: 3 clusters Score -5279922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5279920.500000 Penalty: 5203.162109
	Iteration 82Q: 3 clusters Score -5279920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5279921.500000 Penalty: 5203.162109
	Iteration 83Q: 3 clusters Score -5279922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5279919.500000 Penalty: 5203.162109
	Iteration 84Q: 3 clusters Score -5279920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -5279918.500000 Penalty: 5203.162109
	Iteration 85Q: 3 clusters Score -5279918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5279922.500000 Penalty: 5203.162109
	Iteration 86Q: 3 clusters Score -5279922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5279922.500000 Penalty: 5203.162109
	Iteration 87F: 3 clusters Score -5279922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -931599.250000 Penalty: 2167.285889
	Iteration 0F: 2 clusters Score -931599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -926281.125000 Penalty: 4334.571777
	Iteration 0F: 3 clusters Score -926281.1 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -927665.500000 Penalty: 4334.571777
	Iteration 1F: 3 clusters Score -927665.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -927998.312500 Penalty: 4334.571777
	Iteration 2F: 3 clusters Score -927998.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -928241.625000 Penalty: 4334.571777
	Iteration 3F: 3 clusters Score -928241.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -928393.625000 Penalty: 4334.571777
	Iteration 4Q: 3 clusters Score -928393.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -928496.062500 Penalty: 4334.571777
	Iteration 5Q: 3 clusters Score -928496.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -928587.375000 Penalty: 4334.571777
	Iteration 6Q: 3 clusters Score -928587.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -928682.125000 Penalty: 4334.571777
	Iteration 7Q: 3 clusters Score -928682.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -928772.375000 Penalty: 4334.571777
	Iteration 8Q: 3 clusters Score -928772.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -928878.687500 Penalty: 4334.571777
	Iteration 9Q: 3 clusters Score -928878.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -929025.000000 Penalty: 4334.571777
	Iteration 10Q: 3 clusters Score -929025 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -929210.812500 Penalty: 4334.571777
	Iteration 11Q: 3 clusters Score -929210.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -929434.750000 Penalty: 4334.571777
	Iteration 12Q: 3 clusters Score -929434.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -929694.625000 Penalty: 4334.571777
	Iteration 13Q: 3 clusters Score -929694.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -929902.375000 Penalty: 4334.571777
	Iteration 14Q: 3 clusters Score -929902.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -930039.750000 Penalty: 4334.571777
	Iteration 15Q: 3 clusters Score -930039.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -930129.562500 Penalty: 4334.571777
	Iteration 16Q: 3 clusters Score -930129.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -930171.312500 Penalty: 4334.571777
	Iteration 17Q: 3 clusters Score -930171.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -930200.062500 Penalty: 4334.571777
	Iteration 18Q: 3 clusters Score -930200.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -930219.062500 Penalty: 4334.571777
	Iteration 19Q: 3 clusters Score -930219.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -930228.750000 Penalty: 4334.571777
	Iteration 20F: 3 clusters Score -930228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -930237.000000 Penalty: 4334.571777
	Iteration 21Q: 3 clusters Score -930237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -930243.000000 Penalty: 4334.571777
	Iteration 22Q: 3 clusters Score -930243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -930244.187500 Penalty: 4334.571777
	Iteration 23Q: 3 clusters Score -930244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -930243.812500 Penalty: 4334.571777
	Iteration 24Q: 3 clusters Score -930243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -930248.000000 Penalty: 4334.571777
	Iteration 25Q: 3 clusters Score -930248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -930247.312500 Penalty: 4334.571777
	Iteration 26Q: 3 clusters Score -930247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -930249.437500 Penalty: 4334.571777
	Iteration 27Q: 3 clusters Score -930249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -930250.750000 Penalty: 4334.571777
	Iteration 28Q: 3 clusters Score -930250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -930250.375000 Penalty: 4334.571777
	Iteration 29Q: 3 clusters Score -930250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -930251.187500 Penalty: 4334.571777
	Iteration 30Q: 3 clusters Score -930251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -930250.750000 Penalty: 4334.571777
	Iteration 31Q: 3 clusters Score -930250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -930252.062500 Penalty: 4334.571777
	Iteration 32Q: 3 clusters Score -930252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -930252.062500 Penalty: 4334.571777
	Iteration 33F: 3 clusters Score -930252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Entering Unmasked Estep 
Score: -9700079.000000 Penalty: 2739.512207
	Iteration 0F: 2 clusters Score -9700079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -9657874.000000 Penalty: 5479.024414
	Iteration 0F: 3 clusters Score -9657874 nChanged 29257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -9674285.000000 Penalty: 5479.024414
	Iteration 1F: 3 clusters Score -9674285 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -9674947.000000 Penalty: 5479.024414
	Iteration 2Q: 3 clusters Score -9674947 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -9675680.000000 Penalty: 5479.024414
	Iteration 3Q: 3 clusters Score -9675680 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -9676695.000000 Penalty: 5479.024414
	Iteration 4Q: 3 clusters Score -9676695 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -9678274.000000 Penalty: 5479.024414
	Iteration 5F: 3 clusters Score -9678274 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -9680881.000000 Penalty: 5479.024414
	Iteration 6F: 3 clusters Score -9680881 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9684958.000000 Penalty: 5479.024414
	Iteration 7F: 3 clusters Score -9684958 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -9690048.000000 Penalty: 5479.024414
	Iteration 8F: 3 clusters Score -9690048 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -9694242.000000 Penalty: 5479.024414
	Iteration 9F: 3 clusters Score -9694242 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -9696458.000000 Penalty: 5479.024414
	Iteration 10Q: 3 clusters Score -9696458 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -9697254.000000 Penalty: 5479.024414
	Iteration 11Q: 3 clusters Score -9697254 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -9697461.000000 Penalty: 5479.024414
	Iteration 12Q: 3 clusters Score -9697461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9697540.000000 Penalty: 5479.024414
	Iteration 13Q: 3 clusters Score -9697540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9697612.000000 Penalty: 5479.024414
	Iteration 14Q: 3 clusters Score -9697612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -9697646.000000 Penalty: 5479.024414
	Iteration 15Q: 3 clusters Score -9697646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -9697689.000000 Penalty: 5479.024414
	Iteration 16Q: 3 clusters Score -9697689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -9697695.000000 Penalty: 5479.024414
	Iteration 17Q: 3 clusters Score -9697695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -9697718.000000 Penalty: 5479.024414
	Iteration 18Q: 3 clusters Score -9697718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -9697718.000000 Penalty: 5479.024414
	Iteration 19Q: 3 clusters Score -9697718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -9697716.000000 Penalty: 5479.024414
	Iteration 20F: 3 clusters Score -9697716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -9697720.000000 Penalty: 5479.024414
	Iteration 21Q: 3 clusters Score -9697720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -9697719.000000 Penalty: 5479.024414
	Iteration 22Q: 3 clusters Score -9697719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -9697719.000000 Penalty: 5479.024414
	Iteration 23F: 3 clusters Score -9697719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -65261.367188 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -65261.37 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 243 members 
Entering Unmasked Estep 
Score: -64022.984375 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -64022.98 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64469.394531 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -64469.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64617.515625 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -64617.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -64669.917969 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -64669.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64694.777344 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -64694.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -64701.519531 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -64701.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -64708.222656 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -64708.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -64710.664062 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -64710.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -64713.632812 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -64713.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -64717.324219 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -64717.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64722.375000 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -64722.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64722.375000 Penalty: 3092.267822
	Iteration 11F: 3 clusters Score -64722.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Entering Unmasked Estep 
Score: -5433760.500000 Penalty: 2594.303467
	Iteration 0F: 2 clusters Score -5433760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5409975.500000 Penalty: 5188.606934
	Iteration 0F: 3 clusters Score -5409976 nChanged 15954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5419047.500000 Penalty: 5188.606934
	Iteration 1F: 3 clusters Score -5419048 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5419777.000000 Penalty: 5188.606934
	Iteration 2F: 3 clusters Score -5419777 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -5420384.000000 Penalty: 5188.606934
	Iteration 3Q: 3 clusters Score -5420384 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -5421022.000000 Penalty: 5188.606934
	Iteration 4Q: 3 clusters Score -5421022 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5421758.500000 Penalty: 5188.606934
	Iteration 5Q: 3 clusters Score -5421758 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5422713.500000 Penalty: 5188.606934
	Iteration 6Q: 3 clusters Score -5422714 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5423811.000000 Penalty: 5188.606934
	Iteration 7F: 3 clusters Score -5423811 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5425035.000000 Penalty: 5188.606934
	Iteration 8F: 3 clusters Score -5425035 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5426381.000000 Penalty: 5188.606934
	Iteration 9F: 3 clusters Score -5426381 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5427540.500000 Penalty: 5188.606934
	Iteration 10F: 3 clusters Score -5427540 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5428444.500000 Penalty: 5188.606934
	Iteration 11Q: 3 clusters Score -5428444 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5429016.500000 Penalty: 5188.606934
	Iteration 12Q: 3 clusters Score -5429016 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5429410.500000 Penalty: 5188.606934
	Iteration 13Q: 3 clusters Score -5429410 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5429709.000000 Penalty: 5188.606934
	Iteration 14Q: 3 clusters Score -5429709 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5429941.000000 Penalty: 5188.606934
	Iteration 15Q: 3 clusters Score -5429941 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -5430210.500000 Penalty: 5188.606934
	Iteration 16Q: 3 clusters Score -5430210 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5430435.500000 Penalty: 5188.606934
	Iteration 17Q: 3 clusters Score -5430436 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5430644.000000 Penalty: 5188.606934
	Iteration 18Q: 3 clusters Score -5430644 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5430825.000000 Penalty: 5188.606934
	Iteration 19Q: 3 clusters Score -5430825 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5430989.000000 Penalty: 5188.606934
	Iteration 20F: 3 clusters Score -5430989 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5431142.000000 Penalty: 5188.606934
	Iteration 21Q: 3 clusters Score -5431142 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5431259.500000 Penalty: 5188.606934
	Iteration 22Q: 3 clusters Score -5431260 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5431396.500000 Penalty: 5188.606934
	Iteration 23Q: 3 clusters Score -5431396 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5431515.500000 Penalty: 5188.606934
	Iteration 24Q: 3 clusters Score -5431516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5431585.500000 Penalty: 5188.606934
	Iteration 25Q: 3 clusters Score -5431586 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -5431671.000000 Penalty: 5188.606934
	Iteration 26Q: 3 clusters Score -5431671 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -5431720.500000 Penalty: 5188.606934
	Iteration 27Q: 3 clusters Score -5431720 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5431780.500000 Penalty: 5188.606934
	Iteration 28Q: 3 clusters Score -5431780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5431835.000000 Penalty: 5188.606934
	Iteration 29Q: 3 clusters Score -5431835 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -5431873.000000 Penalty: 5188.606934
	Iteration 30Q: 3 clusters Score -5431873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -5431905.000000 Penalty: 5188.606934
	Iteration 31Q: 3 clusters Score -5431905 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5431931.500000 Penalty: 5188.606934
	Iteration 32Q: 3 clusters Score -5431932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5431957.000000 Penalty: 5188.606934
	Iteration 33Q: 3 clusters Score -5431957 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5431969.000000 Penalty: 5188.606934
	Iteration 34Q: 3 clusters Score -5431969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -5432005.500000 Penalty: 5188.606934
	Iteration 35Q: 3 clusters Score -5432006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5432022.000000 Penalty: 5188.606934
	Iteration 36Q: 3 clusters Score -5432022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5432042.500000 Penalty: 5188.606934
	Iteration 37Q: 3 clusters Score -5432042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5432051.000000 Penalty: 5188.606934
	Iteration 38Q: 3 clusters Score -5432051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -5432073.500000 Penalty: 5188.606934
	Iteration 39Q: 3 clusters Score -5432074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5432078.000000 Penalty: 5188.606934
	Iteration 40F: 3 clusters Score -5432078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -5432088.500000 Penalty: 5188.606934
	Iteration 41Q: 3 clusters Score -5432088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -5432105.500000 Penalty: 5188.606934
	Iteration 42Q: 3 clusters Score -5432106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -5432109.000000 Penalty: 5188.606934
	Iteration 43Q: 3 clusters Score -5432109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5432116.500000 Penalty: 5188.606934
	Iteration 44Q: 3 clusters Score -5432116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5432115.500000 Penalty: 5188.606934
	Iteration 45Q: 3 clusters Score -5432116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -5432121.500000 Penalty: 5188.606934
	Iteration 46Q: 3 clusters Score -5432122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5432117.500000 Penalty: 5188.606934
	Iteration 47Q: 3 clusters Score -5432118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -5432116.500000 Penalty: 5188.606934
	Iteration 48Q: 3 clusters Score -5432116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -5432112.500000 Penalty: 5188.606934
	Iteration 49Q: 3 clusters Score -5432112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5432119.000000 Penalty: 5188.606934
	Iteration 50Q: 3 clusters Score -5432119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5432118.500000 Penalty: 5188.606934
	Iteration 51Q: 3 clusters Score -5432118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -5432120.000000 Penalty: 5188.606934
	Iteration 52Q: 3 clusters Score -5432120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5432120.000000 Penalty: 5188.606934
	Iteration 53Q: 3 clusters Score -5432120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -5432121.500000 Penalty: 5188.606934
	Iteration 54Q: 3 clusters Score -5432122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -5432116.500000 Penalty: 5188.606934
	Iteration 55Q: 3 clusters Score -5432116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -5432123.500000 Penalty: 5188.606934
	Iteration 56Q: 3 clusters Score -5432124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5432124.500000 Penalty: 5188.606934
	Iteration 57Q: 3 clusters Score -5432124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5432124.000000 Penalty: 5188.606934
	Iteration 58Q: 3 clusters Score -5432124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -5432127.500000 Penalty: 5188.606934
	Iteration 59Q: 3 clusters Score -5432128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5432125.000000 Penalty: 5188.606934
	Iteration 60F: 3 clusters Score -5432125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5432126.000000 Penalty: 5188.606934
	Iteration 61Q: 3 clusters Score -5432126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5432121.500000 Penalty: 5188.606934
	Iteration 62Q: 3 clusters Score -5432122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5432127.500000 Penalty: 5188.606934
	Iteration 63Q: 3 clusters Score -5432128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5432137.500000 Penalty: 5188.606934
	Iteration 64Q: 3 clusters Score -5432138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5432126.000000 Penalty: 5188.606934
	Iteration 65Q: 3 clusters Score -5432126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5432130.500000 Penalty: 5188.606934
	Iteration 66Q: 3 clusters Score -5432130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5432131.000000 Penalty: 5188.606934
	Iteration 67Q: 3 clusters Score -5432131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -5432128.000000 Penalty: 5188.606934
	Iteration 68Q: 3 clusters Score -5432128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5432138.000000 Penalty: 5188.606934
	Iteration 69Q: 3 clusters Score -5432138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5432137.500000 Penalty: 5188.606934
	Iteration 70Q: 3 clusters Score -5432138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5432130.000000 Penalty: 5188.606934
	Iteration 71Q: 3 clusters Score -5432130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5432137.500000 Penalty: 5188.606934
	Iteration 72Q: 3 clusters Score -5432138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5432138.000000 Penalty: 5188.606934
	Iteration 73Q: 3 clusters Score -5432138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5432143.000000 Penalty: 5188.606934
	Iteration 74Q: 3 clusters Score -5432143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5432139.000000 Penalty: 5188.606934
	Iteration 75Q: 3 clusters Score -5432139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5432150.000000 Penalty: 5188.606934
	Iteration 76Q: 3 clusters Score -5432150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5432147.000000 Penalty: 5188.606934
	Iteration 77Q: 3 clusters Score -5432147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5432139.500000 Penalty: 5188.606934
	Iteration 78Q: 3 clusters Score -5432140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -5432152.000000 Penalty: 5188.606934
	Iteration 79Q: 3 clusters Score -5432152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -5432158.000000 Penalty: 5188.606934
	Iteration 80F: 3 clusters Score -5432158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5432161.500000 Penalty: 5188.606934
	Iteration 81Q: 3 clusters Score -5432162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5432152.500000 Penalty: 5188.606934
	Iteration 82Q: 3 clusters Score -5432152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -5432152.500000 Penalty: 5188.606934
	Iteration 83Q: 3 clusters Score -5432152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5432154.500000 Penalty: 5188.606934
	Iteration 84Q: 3 clusters Score -5432154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -5432155.000000 Penalty: 5188.606934
	Iteration 85Q: 3 clusters Score -5432155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -5432155.000000 Penalty: 5188.606934
	Iteration 86Q: 3 clusters Score -5432155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5432149.000000 Penalty: 5188.606934
	Iteration 87Q: 3 clusters Score -5432149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -5432154.500000 Penalty: 5188.606934
	Iteration 88Q: 3 clusters Score -5432154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5432157.000000 Penalty: 5188.606934
	Iteration 89Q: 3 clusters Score -5432157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5432152.000000 Penalty: 5188.606934
	Iteration 90Q: 3 clusters Score -5432152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -5432152.500000 Penalty: 5188.606934
	Iteration 91Q: 3 clusters Score -5432152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5432159.500000 Penalty: 5188.606934
	Iteration 92Q: 3 clusters Score -5432160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5432158.000000 Penalty: 5188.606934
	Iteration 93Q: 3 clusters Score -5432158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5432167.000000 Penalty: 5188.606934
	Iteration 94Q: 3 clusters Score -5432167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -5432163.500000 Penalty: 5188.606934
	Iteration 95Q: 3 clusters Score -5432164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5432171.500000 Penalty: 5188.606934
	Iteration 96Q: 3 clusters Score -5432172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -5432168.500000 Penalty: 5188.606934
	Iteration 97Q: 3 clusters Score -5432168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5432169.500000 Penalty: 5188.606934
	Iteration 98Q: 3 clusters Score -5432170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5432172.000000 Penalty: 5188.606934
	Iteration 99Q: 3 clusters Score -5432172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5432171.500000 Penalty: 5188.606934
	Iteration 100F: 3 clusters Score -5432172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5432174.500000 Penalty: 5188.606934
	Iteration 101Q: 3 clusters Score -5432174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5432179.500000 Penalty: 5188.606934
	Iteration 102Q: 3 clusters Score -5432180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5432177.000000 Penalty: 5188.606934
	Iteration 103Q: 3 clusters Score -5432177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -5432173.500000 Penalty: 5188.606934
	Iteration 104Q: 3 clusters Score -5432174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5432176.500000 Penalty: 5188.606934
	Iteration 105Q: 3 clusters Score -5432176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -5432171.500000 Penalty: 5188.606934
	Iteration 106Q: 3 clusters Score -5432172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5432174.000000 Penalty: 5188.606934
	Iteration 107Q: 3 clusters Score -5432174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -5432165.000000 Penalty: 5188.606934
	Iteration 108Q: 3 clusters Score -5432165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5432175.500000 Penalty: 5188.606934
	Iteration 109Q: 3 clusters Score -5432176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5432179.500000 Penalty: 5188.606934
	Iteration 110Q: 3 clusters Score -5432180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -5432186.000000 Penalty: 5188.606934
	Iteration 111Q: 3 clusters Score -5432186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -5432192.000000 Penalty: 5188.606934
	Iteration 112Q: 3 clusters Score -5432192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -5432188.000000 Penalty: 5188.606934
	Iteration 113Q: 3 clusters Score -5432188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -5432190.500000 Penalty: 5188.606934
	Iteration 114Q: 3 clusters Score -5432190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5432191.000000 Penalty: 5188.606934
	Iteration 115Q: 3 clusters Score -5432191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5432189.000000 Penalty: 5188.606934
	Iteration 116Q: 3 clusters Score -5432189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5432195.500000 Penalty: 5188.606934
	Iteration 117Q: 3 clusters Score -5432196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5432192.000000 Penalty: 5188.606934
	Iteration 118Q: 3 clusters Score -5432192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5432192.000000 Penalty: 5188.606934
	Iteration 119Q: 3 clusters Score -5432192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5432190.000000 Penalty: 5188.606934
	Iteration 120F: 3 clusters Score -5432190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5432190.000000 Penalty: 5188.606934
	Iteration 121Q: 3 clusters Score -5432190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5432190.000000 Penalty: 5188.606934
	Iteration 122F: 3 clusters Score -5432190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Entering Unmasked Estep 
Score: -7379365.000000 Penalty: 2669.280762
	Iteration 0F: 2 clusters Score -7379365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -7347623.000000 Penalty: 5338.561523
	Iteration 0F: 3 clusters Score -7347623 nChanged 21723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -7359719.500000 Penalty: 5338.561523
	Iteration 1F: 3 clusters Score -7359720 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -7360403.500000 Penalty: 5338.561523
	Iteration 2Q: 3 clusters Score -7360404 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -7361031.500000 Penalty: 5338.561523
	Iteration 3Q: 3 clusters Score -7361032 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7361646.000000 Penalty: 5338.561523
	Iteration 4Q: 3 clusters Score -7361646 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7362144.500000 Penalty: 5338.561523
	Iteration 5Q: 3 clusters Score -7362144 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7362620.000000 Penalty: 5338.561523
	Iteration 6Q: 3 clusters Score -7362620 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -7363159.000000 Penalty: 5338.561523
	Iteration 7Q: 3 clusters Score -7363159 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -7363686.500000 Penalty: 5338.561523
	Iteration 8Q: 3 clusters Score -7363686 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7364290.500000 Penalty: 5338.561523
	Iteration 9Q: 3 clusters Score -7364290 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -7364883.500000 Penalty: 5338.561523
	Iteration 10Q: 3 clusters Score -7364884 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7365404.000000 Penalty: 5338.561523
	Iteration 11Q: 3 clusters Score -7365404 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7365924.000000 Penalty: 5338.561523
	Iteration 12Q: 3 clusters Score -7365924 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -7366351.000000 Penalty: 5338.561523
	Iteration 13Q: 3 clusters Score -7366351 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7366798.500000 Penalty: 5338.561523
	Iteration 14Q: 3 clusters Score -7366798 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7367221.500000 Penalty: 5338.561523
	Iteration 15Q: 3 clusters Score -7367222 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -7367743.000000 Penalty: 5338.561523
	Iteration 16Q: 3 clusters Score -7367743 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -7368113.000000 Penalty: 5338.561523
	Iteration 17Q: 3 clusters Score -7368113 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -7368545.500000 Penalty: 5338.561523
	Iteration 18Q: 3 clusters Score -7368546 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -7368940.500000 Penalty: 5338.561523
	Iteration 19Q: 3 clusters Score -7368940 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -7369309.000000 Penalty: 5338.561523
	Iteration 20F: 3 clusters Score -7369309 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -7369717.500000 Penalty: 5338.561523
	Iteration 21Q: 3 clusters Score -7369718 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -7370168.000000 Penalty: 5338.561523
	Iteration 22Q: 3 clusters Score -7370168 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -7370548.000000 Penalty: 5338.561523
	Iteration 23Q: 3 clusters Score -7370548 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -7371010.500000 Penalty: 5338.561523
	Iteration 24Q: 3 clusters Score -7371010 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7371502.000000 Penalty: 5338.561523
	Iteration 25Q: 3 clusters Score -7371502 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -7371950.500000 Penalty: 5338.561523
	Iteration 26Q: 3 clusters Score -7371950 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7372495.000000 Penalty: 5338.561523
	Iteration 27Q: 3 clusters Score -7372495 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7372968.000000 Penalty: 5338.561523
	Iteration 28Q: 3 clusters Score -7372968 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -7373537.500000 Penalty: 5338.561523
	Iteration 29Q: 3 clusters Score -7373538 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7374097.000000 Penalty: 5338.561523
	Iteration 30Q: 3 clusters Score -7374097 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7374604.500000 Penalty: 5338.561523
	Iteration 31Q: 3 clusters Score -7374604 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7375083.000000 Penalty: 5338.561523
	Iteration 32Q: 3 clusters Score -7375083 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7375507.000000 Penalty: 5338.561523
	Iteration 33Q: 3 clusters Score -7375507 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7375863.500000 Penalty: 5338.561523
	Iteration 34Q: 3 clusters Score -7375864 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7376148.000000 Penalty: 5338.561523
	Iteration 35Q: 3 clusters Score -7376148 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7376372.000000 Penalty: 5338.561523
	Iteration 36Q: 3 clusters Score -7376372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7376571.000000 Penalty: 5338.561523
	Iteration 37Q: 3 clusters Score -7376571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7376678.000000 Penalty: 5338.561523
	Iteration 38Q: 3 clusters Score -7376678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7376791.000000 Penalty: 5338.561523
	Iteration 39Q: 3 clusters Score -7376791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7376844.500000 Penalty: 5338.561523
	Iteration 40F: 3 clusters Score -7376844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7376910.000000 Penalty: 5338.561523
	Iteration 41Q: 3 clusters Score -7376910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7376942.000000 Penalty: 5338.561523
	Iteration 42Q: 3 clusters Score -7376942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7376959.500000 Penalty: 5338.561523
	Iteration 43Q: 3 clusters Score -7376960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7376984.000000 Penalty: 5338.561523
	Iteration 44Q: 3 clusters Score -7376984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7376989.500000 Penalty: 5338.561523
	Iteration 45Q: 3 clusters Score -7376990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7377005.000000 Penalty: 5338.561523
	Iteration 46Q: 3 clusters Score -7377005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7377013.500000 Penalty: 5338.561523
	Iteration 47Q: 3 clusters Score -7377014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7377025.000000 Penalty: 5338.561523
	Iteration 48Q: 3 clusters Score -7377025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7377035.500000 Penalty: 5338.561523
	Iteration 49Q: 3 clusters Score -7377036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7377037.500000 Penalty: 5338.561523
	Iteration 50Q: 3 clusters Score -7377038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7377041.500000 Penalty: 5338.561523
	Iteration 51Q: 3 clusters Score -7377042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7377042.000000 Penalty: 5338.561523
	Iteration 52Q: 3 clusters Score -7377042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7377049.000000 Penalty: 5338.561523
	Iteration 53Q: 3 clusters Score -7377049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7377053.000000 Penalty: 5338.561523
	Iteration 54Q: 3 clusters Score -7377053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7377055.000000 Penalty: 5338.561523
	Iteration 55Q: 3 clusters Score -7377055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7377050.000000 Penalty: 5338.561523
	Iteration 56Q: 3 clusters Score -7377050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7377063.500000 Penalty: 5338.561523
	Iteration 57Q: 3 clusters Score -7377064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7377062.500000 Penalty: 5338.561523
	Iteration 58Q: 3 clusters Score -7377062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7377068.000000 Penalty: 5338.561523
	Iteration 59Q: 3 clusters Score -7377068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7377074.500000 Penalty: 5338.561523
	Iteration 60F: 3 clusters Score -7377074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -288815.656250 Penalty: 1891.751709
	Iteration 0F: 2 clusters Score -288815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -286217.250000 Penalty: 3783.503418
	Iteration 0F: 3 clusters Score -286217.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -286954.687500 Penalty: 3783.503418
	Iteration 1F: 3 clusters Score -286954.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -287346.781250 Penalty: 3783.503418
	Iteration 2F: 3 clusters Score -287346.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -287559.812500 Penalty: 3783.503418
	Iteration 3F: 3 clusters Score -287559.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287690.062500 Penalty: 3783.503418
	Iteration 4F: 3 clusters Score -287690.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287794.218750 Penalty: 3783.503418
	Iteration 5Q: 3 clusters Score -287794.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287890.343750 Penalty: 3783.503418
	Iteration 6Q: 3 clusters Score -287890.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287991.875000 Penalty: 3783.503418
	Iteration 7Q: 3 clusters Score -287991.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288117.562500 Penalty: 3783.503418
	Iteration 8Q: 3 clusters Score -288117.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -288223.437500 Penalty: 3783.503418
	Iteration 9Q: 3 clusters Score -288223.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -288299.031250 Penalty: 3783.503418
	Iteration 10Q: 3 clusters Score -288299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -288364.031250 Penalty: 3783.503418
	Iteration 11Q: 3 clusters Score -288364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -288415.093750 Penalty: 3783.503418
	Iteration 12Q: 3 clusters Score -288415.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288475.781250 Penalty: 3783.503418
	Iteration 13Q: 3 clusters Score -288475.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -288514.062500 Penalty: 3783.503418
	Iteration 14Q: 3 clusters Score -288514.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -288557.312500 Penalty: 3783.503418
	Iteration 15Q: 3 clusters Score -288557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -288590.812500 Penalty: 3783.503418
	Iteration 16Q: 3 clusters Score -288590.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -288626.125000 Penalty: 3783.503418
	Iteration 17Q: 3 clusters Score -288626.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288654.218750 Penalty: 3783.503418
	Iteration 18Q: 3 clusters Score -288654.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -288666.781250 Penalty: 3783.503418
	Iteration 19Q: 3 clusters Score -288666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288671.500000 Penalty: 3783.503418
	Iteration 20F: 3 clusters Score -288671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -288672.593750 Penalty: 3783.503418
	Iteration 21Q: 3 clusters Score -288672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -288674.281250 Penalty: 3783.503418
	Iteration 22Q: 3 clusters Score -288674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288679.906250 Penalty: 3783.503418
	Iteration 23Q: 3 clusters Score -288679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -288683.812500 Penalty: 3783.503418
	Iteration 24Q: 3 clusters Score -288683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288684.937500 Penalty: 3783.503418
	Iteration 25Q: 3 clusters Score -288684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288684.937500 Penalty: 3783.503418
	Iteration 26F: 3 clusters Score -288684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Entering Unmasked Estep 
Score: -3134857.500000 Penalty: 2458.949463
	Iteration 0F: 2 clusters Score -3134858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3120664.000000 Penalty: 4917.898926
	Iteration 0F: 3 clusters Score -3120664 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3125561.000000 Penalty: 4917.898926
	Iteration 1F: 3 clusters Score -3125561 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3126086.750000 Penalty: 4917.898926
	Iteration 2F: 3 clusters Score -3126087 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3126547.500000 Penalty: 4917.898926
	Iteration 3F: 3 clusters Score -3126548 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3126992.000000 Penalty: 4917.898926
	Iteration 4F: 3 clusters Score -3126992 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3127451.000000 Penalty: 4917.898926
	Iteration 5Q: 3 clusters Score -3127451 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3127990.250000 Penalty: 4917.898926
	Iteration 6Q: 3 clusters Score -3127990 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3128614.500000 Penalty: 4917.898926
	Iteration 7F: 3 clusters Score -3128614 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3129278.500000 Penalty: 4917.898926
	Iteration 8F: 3 clusters Score -3129278 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3130011.250000 Penalty: 4917.898926
	Iteration 9F: 3 clusters Score -3130011 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3130847.000000 Penalty: 4917.898926
	Iteration 10F: 3 clusters Score -3130847 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3131627.250000 Penalty: 4917.898926
	Iteration 11F: 3 clusters Score -3131627 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3132147.000000 Penalty: 4917.898926
	Iteration 12Q: 3 clusters Score -3132147 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3132478.000000 Penalty: 4917.898926
	Iteration 13Q: 3 clusters Score -3132478 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3132700.750000 Penalty: 4917.898926
	Iteration 14Q: 3 clusters Score -3132701 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3132854.250000 Penalty: 4917.898926
	Iteration 15Q: 3 clusters Score -3132854 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3132956.500000 Penalty: 4917.898926
	Iteration 16Q: 3 clusters Score -3132956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3133023.000000 Penalty: 4917.898926
	Iteration 17Q: 3 clusters Score -3133023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3133090.750000 Penalty: 4917.898926
	Iteration 18Q: 3 clusters Score -3133091 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3133132.750000 Penalty: 4917.898926
	Iteration 19Q: 3 clusters Score -3133133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3133171.250000 Penalty: 4917.898926
	Iteration 20F: 3 clusters Score -3133171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3133199.250000 Penalty: 4917.898926
	Iteration 21Q: 3 clusters Score -3133199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3133203.250000 Penalty: 4917.898926
	Iteration 22Q: 3 clusters Score -3133203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3133215.250000 Penalty: 4917.898926
	Iteration 23Q: 3 clusters Score -3133215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3133218.250000 Penalty: 4917.898926
	Iteration 24Q: 3 clusters Score -3133218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3133228.500000 Penalty: 4917.898926
	Iteration 25Q: 3 clusters Score -3133228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3133230.000000 Penalty: 4917.898926
	Iteration 26Q: 3 clusters Score -3133230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3133229.000000 Penalty: 4917.898926
	Iteration 27Q: 3 clusters Score -3133229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3133236.250000 Penalty: 4917.898926
	Iteration 28Q: 3 clusters Score -3133236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3133235.500000 Penalty: 4917.898926
	Iteration 29Q: 3 clusters Score -3133236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3133231.750000 Penalty: 4917.898926
	Iteration 30Q: 3 clusters Score -3133232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3133234.500000 Penalty: 4917.898926
	Iteration 31Q: 3 clusters Score -3133234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3133238.000000 Penalty: 4917.898926
	Iteration 32Q: 3 clusters Score -3133238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3133240.000000 Penalty: 4917.898926
	Iteration 33Q: 3 clusters Score -3133240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3133243.250000 Penalty: 4917.898926
	Iteration 34Q: 3 clusters Score -3133243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3133242.750000 Penalty: 4917.898926
	Iteration 35Q: 3 clusters Score -3133243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3133243.750000 Penalty: 4917.898926
	Iteration 36Q: 3 clusters Score -3133244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3133244.500000 Penalty: 4917.898926
	Iteration 37Q: 3 clusters Score -3133244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3133242.750000 Penalty: 4917.898926
	Iteration 38Q: 3 clusters Score -3133243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3133249.500000 Penalty: 4917.898926
	Iteration 39Q: 3 clusters Score -3133250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3133245.000000 Penalty: 4917.898926
	Iteration 40F: 3 clusters Score -3133245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3133246.500000 Penalty: 4917.898926
	Iteration 41Q: 3 clusters Score -3133246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3133245.000000 Penalty: 4917.898926
	Iteration 42Q: 3 clusters Score -3133245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3133245.000000 Penalty: 4917.898926
	Iteration 43Q: 3 clusters Score -3133245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3133244.500000 Penalty: 4917.898926
	Iteration 44Q: 3 clusters Score -3133244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3133249.500000 Penalty: 4917.898926
	Iteration 45Q: 3 clusters Score -3133250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3133248.500000 Penalty: 4917.898926
	Iteration 46Q: 3 clusters Score -3133248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3133248.500000 Penalty: 4917.898926
	Iteration 47F: 3 clusters Score -3133248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Entering Unmasked Estep 
Score: -3559421.250000 Penalty: 2490.337402
	Iteration 0F: 2 clusters Score -3559421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3543352.500000 Penalty: 4980.674805
	Iteration 0F: 3 clusters Score -3543352 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3549033.250000 Penalty: 4980.674805
	Iteration 1F: 3 clusters Score -3549033 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3549656.250000 Penalty: 4980.674805
	Iteration 2F: 3 clusters Score -3549656 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3550382.500000 Penalty: 4980.674805
	Iteration 3F: 3 clusters Score -3550382 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3551264.000000 Penalty: 4980.674805
	Iteration 4F: 3 clusters Score -3551264 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3552190.750000 Penalty: 4980.674805
	Iteration 5F: 3 clusters Score -3552191 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3553145.250000 Penalty: 4980.674805
	Iteration 6F: 3 clusters Score -3553145 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3554007.750000 Penalty: 4980.674805
	Iteration 7F: 3 clusters Score -3554008 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3554678.000000 Penalty: 4980.674805
	Iteration 8Q: 3 clusters Score -3554678 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3555233.250000 Penalty: 4980.674805
	Iteration 9Q: 3 clusters Score -3555233 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3555729.250000 Penalty: 4980.674805
	Iteration 10Q: 3 clusters Score -3555729 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3556290.750000 Penalty: 4980.674805
	Iteration 11Q: 3 clusters Score -3556291 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3556867.000000 Penalty: 4980.674805
	Iteration 12Q: 3 clusters Score -3556867 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3557405.750000 Penalty: 4980.674805
	Iteration 13Q: 3 clusters Score -3557406 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3557840.250000 Penalty: 4980.674805
	Iteration 14Q: 3 clusters Score -3557840 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3558149.250000 Penalty: 4980.674805
	Iteration 15Q: 3 clusters Score -3558149 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3558365.250000 Penalty: 4980.674805
	Iteration 16Q: 3 clusters Score -3558365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3558513.750000 Penalty: 4980.674805
	Iteration 17Q: 3 clusters Score -3558514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3558602.750000 Penalty: 4980.674805
	Iteration 18Q: 3 clusters Score -3558603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3558641.750000 Penalty: 4980.674805
	Iteration 19Q: 3 clusters Score -3558642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3558639.500000 Penalty: 4980.674805
	Iteration 20F: 3 clusters Score -3558640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3558664.500000 Penalty: 4980.674805
	Iteration 21Q: 3 clusters Score -3558664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3558684.000000 Penalty: 4980.674805
	Iteration 22Q: 3 clusters Score -3558684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3558685.750000 Penalty: 4980.674805
	Iteration 23Q: 3 clusters Score -3558686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3558692.000000 Penalty: 4980.674805
	Iteration 24Q: 3 clusters Score -3558692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3558691.250000 Penalty: 4980.674805
	Iteration 25Q: 3 clusters Score -3558691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3558689.250000 Penalty: 4980.674805
	Iteration 26Q: 3 clusters Score -3558689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3558689.750000 Penalty: 4980.674805
	Iteration 27Q: 3 clusters Score -3558690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3558694.000000 Penalty: 4980.674805
	Iteration 28Q: 3 clusters Score -3558694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3558695.250000 Penalty: 4980.674805
	Iteration 29Q: 3 clusters Score -3558695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3558695.250000 Penalty: 4980.674805
	Iteration 30F: 3 clusters Score -3558695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -37782.886719 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -37782.89 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 132 members 
Entering Unmasked Estep 
Score: -36550.718750 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -36550.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36661.398438 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -36661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36681.996094 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -36682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36687.066406 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -36687.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36692.476562 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -36692.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36692.476562 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -36692.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Entering Unmasked Estep 
Score: -6958746.000000 Penalty: 2655.805176
	Iteration 0F: 2 clusters Score -6958746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6928607.000000 Penalty: 5311.610352
	Iteration 0F: 3 clusters Score -6928607 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -6940566.000000 Penalty: 5311.610352
	Iteration 1F: 3 clusters Score -6940566 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -6942029.500000 Penalty: 5311.610352
	Iteration 2F: 3 clusters Score -6942030 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6943864.000000 Penalty: 5311.610352
	Iteration 3F: 3 clusters Score -6943864 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6945705.500000 Penalty: 5311.610352
	Iteration 4F: 3 clusters Score -6945706 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6947143.500000 Penalty: 5311.610352
	Iteration 5F: 3 clusters Score -6947144 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6948129.500000 Penalty: 5311.610352
	Iteration 6F: 3 clusters Score -6948130 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6948700.500000 Penalty: 5311.610352
	Iteration 7Q: 3 clusters Score -6948700 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -6949111.000000 Penalty: 5311.610352
	Iteration 8Q: 3 clusters Score -6949111 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -6949369.000000 Penalty: 5311.610352
	Iteration 9Q: 3 clusters Score -6949369 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -6949592.000000 Penalty: 5311.610352
	Iteration 10Q: 3 clusters Score -6949592 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6949778.000000 Penalty: 5311.610352
	Iteration 11Q: 3 clusters Score -6949778 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -6949997.500000 Penalty: 5311.610352
	Iteration 12Q: 3 clusters Score -6949998 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -6950284.000000 Penalty: 5311.610352
	Iteration 13Q: 3 clusters Score -6950284 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -6950553.000000 Penalty: 5311.610352
	Iteration 14Q: 3 clusters Score -6950553 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -6950933.500000 Penalty: 5311.610352
	Iteration 15Q: 3 clusters Score -6950934 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6951334.000000 Penalty: 5311.610352
	Iteration 16Q: 3 clusters Score -6951334 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -6951789.500000 Penalty: 5311.610352
	Iteration 17Q: 3 clusters Score -6951790 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -6952255.000000 Penalty: 5311.610352
	Iteration 18Q: 3 clusters Score -6952255 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6952802.000000 Penalty: 5311.610352
	Iteration 19Q: 3 clusters Score -6952802 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6953409.000000 Penalty: 5311.610352
	Iteration 20F: 3 clusters Score -6953409 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -6954002.000000 Penalty: 5311.610352
	Iteration 21Q: 3 clusters Score -6954002 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6954524.000000 Penalty: 5311.610352
	Iteration 22Q: 3 clusters Score -6954524 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6954982.000000 Penalty: 5311.610352
	Iteration 23Q: 3 clusters Score -6954982 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6955345.000000 Penalty: 5311.610352
	Iteration 24Q: 3 clusters Score -6955345 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6955606.000000 Penalty: 5311.610352
	Iteration 25Q: 3 clusters Score -6955606 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6955818.000000 Penalty: 5311.610352
	Iteration 26Q: 3 clusters Score -6955818 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6955990.000000 Penalty: 5311.610352
	Iteration 27Q: 3 clusters Score -6955990 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6956138.000000 Penalty: 5311.610352
	Iteration 28Q: 3 clusters Score -6956138 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6956245.500000 Penalty: 5311.610352
	Iteration 29Q: 3 clusters Score -6956246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6956331.000000 Penalty: 5311.610352
	Iteration 30Q: 3 clusters Score -6956331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6956414.000000 Penalty: 5311.610352
	Iteration 31Q: 3 clusters Score -6956414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6956464.000000 Penalty: 5311.610352
	Iteration 32Q: 3 clusters Score -6956464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6956521.000000 Penalty: 5311.610352
	Iteration 33Q: 3 clusters Score -6956521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6956560.000000 Penalty: 5311.610352
	Iteration 34Q: 3 clusters Score -6956560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6956586.500000 Penalty: 5311.610352
	Iteration 35Q: 3 clusters Score -6956586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6956627.500000 Penalty: 5311.610352
	Iteration 36Q: 3 clusters Score -6956628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6956638.000000 Penalty: 5311.610352
	Iteration 37Q: 3 clusters Score -6956638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6956650.000000 Penalty: 5311.610352
	Iteration 38Q: 3 clusters Score -6956650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6956653.000000 Penalty: 5311.610352
	Iteration 39Q: 3 clusters Score -6956653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6956657.000000 Penalty: 5311.610352
	Iteration 40F: 3 clusters Score -6956657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6956674.000000 Penalty: 5311.610352
	Iteration 41Q: 3 clusters Score -6956674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6956677.500000 Penalty: 5311.610352
	Iteration 42Q: 3 clusters Score -6956678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6956691.000000 Penalty: 5311.610352
	Iteration 43Q: 3 clusters Score -6956691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6956699.500000 Penalty: 5311.610352
	Iteration 44Q: 3 clusters Score -6956700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6956695.000000 Penalty: 5311.610352
	Iteration 45Q: 3 clusters Score -6956695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6956704.500000 Penalty: 5311.610352
	Iteration 46Q: 3 clusters Score -6956704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6956705.000000 Penalty: 5311.610352
	Iteration 47Q: 3 clusters Score -6956705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6956706.000000 Penalty: 5311.610352
	Iteration 48Q: 3 clusters Score -6956706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6956710.000000 Penalty: 5311.610352
	Iteration 49Q: 3 clusters Score -6956710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6956706.000000 Penalty: 5311.610352
	Iteration 50Q: 3 clusters Score -6956706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6956702.000000 Penalty: 5311.610352
	Iteration 51Q: 3 clusters Score -6956702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6956700.000000 Penalty: 5311.610352
	Iteration 52Q: 3 clusters Score -6956700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6956700.000000 Penalty: 5311.610352
	Iteration 53F: 3 clusters Score -6956700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Entering Unmasked Estep 
Score: -8317994.000000 Penalty: 2697.470215
	Iteration 0F: 2 clusters Score -8317994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -8282342.500000 Penalty: 5394.940430
	Iteration 0F: 3 clusters Score -8282342 nChanged 24421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8296280.500000 Penalty: 5394.940430
	Iteration 1F: 3 clusters Score -8296280 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -8297070.000000 Penalty: 5394.940430
	Iteration 2Q: 3 clusters Score -8297070 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -8298181.000000 Penalty: 5394.940430
	Iteration 3Q: 3 clusters Score -8298181 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8299772.500000 Penalty: 5394.940430
	Iteration 4F: 3 clusters Score -8299772 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -8302007.000000 Penalty: 5394.940430
	Iteration 5F: 3 clusters Score -8302007 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8304381.500000 Penalty: 5394.940430
	Iteration 6F: 3 clusters Score -8304382 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -8306956.000000 Penalty: 5394.940430
	Iteration 7F: 3 clusters Score -8306956 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8309175.000000 Penalty: 5394.940430
	Iteration 8F: 3 clusters Score -8309175 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8311044.500000 Penalty: 5394.940430
	Iteration 9Q: 3 clusters Score -8311044 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8312340.000000 Penalty: 5394.940430
	Iteration 10Q: 3 clusters Score -8312340 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8313182.500000 Penalty: 5394.940430
	Iteration 11Q: 3 clusters Score -8313182 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8313670.000000 Penalty: 5394.940430
	Iteration 12Q: 3 clusters Score -8313670 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8313978.000000 Penalty: 5394.940430
	Iteration 13Q: 3 clusters Score -8313978 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8314218.500000 Penalty: 5394.940430
	Iteration 14Q: 3 clusters Score -8314218 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -8314432.000000 Penalty: 5394.940430
	Iteration 15Q: 3 clusters Score -8314432 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -8314610.000000 Penalty: 5394.940430
	Iteration 16Q: 3 clusters Score -8314610 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -8314747.500000 Penalty: 5394.940430
	Iteration 17Q: 3 clusters Score -8314748 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -8314862.000000 Penalty: 5394.940430
	Iteration 18Q: 3 clusters Score -8314862 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -8314978.000000 Penalty: 5394.940430
	Iteration 19Q: 3 clusters Score -8314978 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -8315078.500000 Penalty: 5394.940430
	Iteration 20F: 3 clusters Score -8315078 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -8315210.000000 Penalty: 5394.940430
	Iteration 21Q: 3 clusters Score -8315210 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -8315304.000000 Penalty: 5394.940430
	Iteration 22Q: 3 clusters Score -8315304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -8315415.000000 Penalty: 5394.940430
	Iteration 23Q: 3 clusters Score -8315415 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -8315477.500000 Penalty: 5394.940430
	Iteration 24Q: 3 clusters Score -8315478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -8315561.000000 Penalty: 5394.940430
	Iteration 25Q: 3 clusters Score -8315561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -8315605.500000 Penalty: 5394.940430
	Iteration 26Q: 3 clusters Score -8315606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -8315631.000000 Penalty: 5394.940430
	Iteration 27Q: 3 clusters Score -8315631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -8315669.000000 Penalty: 5394.940430
	Iteration 28Q: 3 clusters Score -8315669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -8315709.000000 Penalty: 5394.940430
	Iteration 29Q: 3 clusters Score -8315709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -8315733.500000 Penalty: 5394.940430
	Iteration 30Q: 3 clusters Score -8315734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -8315755.000000 Penalty: 5394.940430
	Iteration 31Q: 3 clusters Score -8315755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -8315790.500000 Penalty: 5394.940430
	Iteration 32Q: 3 clusters Score -8315790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -8315801.500000 Penalty: 5394.940430
	Iteration 33Q: 3 clusters Score -8315802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -8315802.000000 Penalty: 5394.940430
	Iteration 34Q: 3 clusters Score -8315802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -8315842.000000 Penalty: 5394.940430
	Iteration 35Q: 3 clusters Score -8315842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -8315850.500000 Penalty: 5394.940430
	Iteration 36Q: 3 clusters Score -8315850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -8315848.500000 Penalty: 5394.940430
	Iteration 37Q: 3 clusters Score -8315848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -8315856.500000 Penalty: 5394.940430
	Iteration 38Q: 3 clusters Score -8315856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -8315857.500000 Penalty: 5394.940430
	Iteration 39Q: 3 clusters Score -8315858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -8315871.500000 Penalty: 5394.940430
	Iteration 40F: 3 clusters Score -8315872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -8315881.000000 Penalty: 5394.940430
	Iteration 41Q: 3 clusters Score -8315881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -8315903.500000 Penalty: 5394.940430
	Iteration 42Q: 3 clusters Score -8315904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -8315912.000000 Penalty: 5394.940430
	Iteration 43Q: 3 clusters Score -8315912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -8315899.500000 Penalty: 5394.940430
	Iteration 44Q: 3 clusters Score -8315900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -8315914.000000 Penalty: 5394.940430
	Iteration 45Q: 3 clusters Score -8315914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -8315918.500000 Penalty: 5394.940430
	Iteration 46Q: 3 clusters Score -8315918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -8315945.500000 Penalty: 5394.940430
	Iteration 47Q: 3 clusters Score -8315946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -8315948.500000 Penalty: 5394.940430
	Iteration 48Q: 3 clusters Score -8315948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -8315954.000000 Penalty: 5394.940430
	Iteration 49Q: 3 clusters Score -8315954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -8315951.500000 Penalty: 5394.940430
	Iteration 50Q: 3 clusters Score -8315952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -8315954.000000 Penalty: 5394.940430
	Iteration 51Q: 3 clusters Score -8315954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -8315960.000000 Penalty: 5394.940430
	Iteration 52Q: 3 clusters Score -8315960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -8315960.500000 Penalty: 5394.940430
	Iteration 53Q: 3 clusters Score -8315960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -8315955.500000 Penalty: 5394.940430
	Iteration 54Q: 3 clusters Score -8315956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -8315967.000000 Penalty: 5394.940430
	Iteration 55Q: 3 clusters Score -8315967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -8315972.500000 Penalty: 5394.940430
	Iteration 56Q: 3 clusters Score -8315972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -8315963.000000 Penalty: 5394.940430
	Iteration 57Q: 3 clusters Score -8315963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -8315970.500000 Penalty: 5394.940430
	Iteration 58Q: 3 clusters Score -8315970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -8315966.000000 Penalty: 5394.940430
	Iteration 59Q: 3 clusters Score -8315966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -8315966.500000 Penalty: 5394.940430
	Iteration 60F: 3 clusters Score -8315966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -8315970.000000 Penalty: 5394.940430
	Iteration 61Q: 3 clusters Score -8315970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -8315970.500000 Penalty: 5394.940430
	Iteration 62Q: 3 clusters Score -8315970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -8315970.500000 Penalty: 5394.940430
	Iteration 63Q: 3 clusters Score -8315970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -8315967.000000 Penalty: 5394.940430
	Iteration 64Q: 3 clusters Score -8315967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -8315973.000000 Penalty: 5394.940430
	Iteration 65Q: 3 clusters Score -8315973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -8315972.500000 Penalty: 5394.940430
	Iteration 66Q: 3 clusters Score -8315972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -8315969.000000 Penalty: 5394.940430
	Iteration 67Q: 3 clusters Score -8315969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -8315980.000000 Penalty: 5394.940430
	Iteration 68Q: 3 clusters Score -8315980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -8315967.000000 Penalty: 5394.940430
	Iteration 69Q: 3 clusters Score -8315967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -8315985.500000 Penalty: 5394.940430
	Iteration 70Q: 3 clusters Score -8315986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -8315989.500000 Penalty: 5394.940430
	Iteration 71Q: 3 clusters Score -8315990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -8315989.000000 Penalty: 5394.940430
	Iteration 72Q: 3 clusters Score -8315989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -8315991.000000 Penalty: 5394.940430
	Iteration 73Q: 3 clusters Score -8315991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -8315998.500000 Penalty: 5394.940430
	Iteration 74Q: 3 clusters Score -8315998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -8315997.000000 Penalty: 5394.940430
	Iteration 75Q: 3 clusters Score -8315997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -8316005.500000 Penalty: 5394.940430
	Iteration 76Q: 3 clusters Score -8316006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8316001.500000 Penalty: 5394.940430
	Iteration 77Q: 3 clusters Score -8316002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8316007.500000 Penalty: 5394.940430
	Iteration 78Q: 3 clusters Score -8316008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -8316006.000000 Penalty: 5394.940430
	Iteration 79Q: 3 clusters Score -8316006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -8316000.500000 Penalty: 5394.940430
	Iteration 80F: 3 clusters Score -8316000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -8315999.000000 Penalty: 5394.940430
	Iteration 81Q: 3 clusters Score -8315999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8315998.500000 Penalty: 5394.940430
	Iteration 82Q: 3 clusters Score -8315998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -8315998.500000 Penalty: 5394.940430
	Iteration 83F: 3 clusters Score -8315998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -111446.437500 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -111446.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109708.406250 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -109708.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -109894.695312 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -109894.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -109962.117188 Penalty: 3266.056396
	Iteration 2Q: 3 clusters Score -109962.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110015.265625 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -110015.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110033.328125 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -110033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110044.492188 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -110044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110049.210938 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -110049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110050.906250 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -110050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110050.906250 Penalty: 3266.056396
	Iteration 8F: 3 clusters Score -110050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -1145333.125000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -1145333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1139157.500000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -1139158 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1140838.750000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -1140839 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1141246.250000 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -1141246 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1141598.500000 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -1141598 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1141875.125000 Penalty: 4439.721680
	Iteration 4F: 3 clusters Score -1141875 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1142081.625000 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -1142082 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1142248.625000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -1142249 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1142384.125000 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -1142384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1142529.125000 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -1142529 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1142668.625000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -1142669 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1142776.875000 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -1142777 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1142881.750000 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -1142882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1142967.875000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -1142968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1143045.125000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -1143045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1143114.000000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -1143114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1143179.625000 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -1143180 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1143240.000000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -1143240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1143282.375000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -1143282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1143315.750000 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -1143316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1143351.125000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -1143351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1143385.875000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -1143386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1143411.750000 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -1143412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1143441.125000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -1143441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1143467.125000 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -1143467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1143483.125000 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -1143483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1143495.875000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -1143496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1143511.125000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -1143511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1143511.875000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -1143512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1143525.250000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -1143525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1143536.750000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -1143537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1143548.625000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -1143549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1143563.500000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -1143564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1143573.250000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -1143573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1143582.875000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -1143583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1143589.625000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -1143590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1143592.750000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -1143593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1143595.875000 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -1143596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1143596.500000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -1143596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1143599.250000 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -1143599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1143601.500000 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -1143602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1143604.875000 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -1143605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1143608.625000 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -1143609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1143607.375000 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -1143607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1143611.125000 Penalty: 4439.721680
	Iteration 43Q: 3 clusters Score -1143611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1143614.500000 Penalty: 4439.721680
	Iteration 44Q: 3 clusters Score -1143614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1143616.750000 Penalty: 4439.721680
	Iteration 45Q: 3 clusters Score -1143617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1143621.750000 Penalty: 4439.721680
	Iteration 46Q: 3 clusters Score -1143622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1143624.875000 Penalty: 4439.721680
	Iteration 47Q: 3 clusters Score -1143625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1143630.625000 Penalty: 4439.721680
	Iteration 48Q: 3 clusters Score -1143631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1143630.875000 Penalty: 4439.721680
	Iteration 49Q: 3 clusters Score -1143631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1143633.500000 Penalty: 4439.721680
	Iteration 50Q: 3 clusters Score -1143634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1143637.875000 Penalty: 4439.721680
	Iteration 51Q: 3 clusters Score -1143638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1143639.000000 Penalty: 4439.721680
	Iteration 52Q: 3 clusters Score -1143639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1143639.375000 Penalty: 4439.721680
	Iteration 53Q: 3 clusters Score -1143639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1143641.250000 Penalty: 4439.721680
	Iteration 54Q: 3 clusters Score -1143641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1143640.750000 Penalty: 4439.721680
	Iteration 55Q: 3 clusters Score -1143641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1143640.375000 Penalty: 4439.721680
	Iteration 56Q: 3 clusters Score -1143640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1143641.375000 Penalty: 4439.721680
	Iteration 57Q: 3 clusters Score -1143641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1143641.375000 Penalty: 4439.721680
	Iteration 58F: 3 clusters Score -1143641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -490894.500000 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -490894.5 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 1602 members 
Entering Unmasked Estep 
Score: -487493.812500 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -487493.8 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -488186.062500 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -488186.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -488338.156250 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -488338.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -488432.906250 Penalty: 4000.059570
	Iteration 3Q: 3 clusters Score -488432.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -488514.500000 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -488514.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -488591.687500 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -488591.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -488646.218750 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -488646.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -488699.625000 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -488699.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -488734.687500 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -488734.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -488760.062500 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -488760.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -488779.500000 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -488779.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -488796.937500 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -488796.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488808.937500 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -488808.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488820.218750 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -488820.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -488831.156250 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -488831.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -488843.875000 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -488843.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -488851.187500 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -488851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -488855.093750 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -488855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -488859.062500 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -488859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -488864.031250 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -488864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -488867.968750 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -488868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -488871.843750 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -488871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -488876.406250 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -488876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -488883.500000 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -488883.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -488888.343750 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -488888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -488891.906250 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -488891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -488895.625000 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -488895.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -488904.750000 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -488904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -488911.187500 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -488911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -488918.312500 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -488918.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -488928.968750 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -488929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -488937.531250 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -488937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -488944.875000 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -488944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -488949.500000 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -488949.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -488953.750000 Penalty: 4000.059570
	Iteration 34Q: 3 clusters Score -488953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -488960.500000 Penalty: 4000.059570
	Iteration 35Q: 3 clusters Score -488960.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -488965.093750 Penalty: 4000.059570
	Iteration 36Q: 3 clusters Score -488965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -488969.625000 Penalty: 4000.059570
	Iteration 37Q: 3 clusters Score -488969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -488972.656250 Penalty: 4000.059570
	Iteration 38Q: 3 clusters Score -488972.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -488977.250000 Penalty: 4000.059570
	Iteration 39Q: 3 clusters Score -488977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -488979.718750 Penalty: 4000.059570
	Iteration 40F: 3 clusters Score -488979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -488981.218750 Penalty: 4000.059570
	Iteration 41Q: 3 clusters Score -488981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -488983.375000 Penalty: 4000.059570
	Iteration 42Q: 3 clusters Score -488983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -488985.343750 Penalty: 4000.059570
	Iteration 43Q: 3 clusters Score -488985.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -488989.593750 Penalty: 4000.059570
	Iteration 44Q: 3 clusters Score -488989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -488991.312500 Penalty: 4000.059570
	Iteration 45Q: 3 clusters Score -488991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488993.375000 Penalty: 4000.059570
	Iteration 46Q: 3 clusters Score -488993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -488996.312500 Penalty: 4000.059570
	Iteration 47Q: 3 clusters Score -488996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -488999.000000 Penalty: 4000.059570
	Iteration 48Q: 3 clusters Score -488999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -489001.687500 Penalty: 4000.059570
	Iteration 49Q: 3 clusters Score -489001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -489004.968750 Penalty: 4000.059570
	Iteration 50Q: 3 clusters Score -489005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -489009.687500 Penalty: 4000.059570
	Iteration 51Q: 3 clusters Score -489009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -489012.156250 Penalty: 4000.059570
	Iteration 52Q: 3 clusters Score -489012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -489013.593750 Penalty: 4000.059570
	Iteration 53Q: 3 clusters Score -489013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -489015.906250 Penalty: 4000.059570
	Iteration 54Q: 3 clusters Score -489015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -489016.937500 Penalty: 4000.059570
	Iteration 55Q: 3 clusters Score -489016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -489017.937500 Penalty: 4000.059570
	Iteration 56Q: 3 clusters Score -489017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -489017.781250 Penalty: 4000.059570
	Iteration 57Q: 3 clusters Score -489017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -489018.437500 Penalty: 4000.059570
	Iteration 58Q: 3 clusters Score -489018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -489018.437500 Penalty: 4000.059570
	Iteration 59F: 3 clusters Score -489018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (102414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Entering Unmasked Estep 
Score: -16176567.000000 Penalty: 2861.121094
	Iteration 0F: 2 clusters Score -1.617657e+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 51559 members 
Entering Unmasked Estep 
Score: -16112994.000000 Penalty: 5722.242188
	Iteration 0F: 3 clusters Score -1.611299e+07 nChanged 48678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -16140948.000000 Penalty: 5722.242188
	Iteration 1F: 3 clusters Score -1.614095e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -16142781.000000 Penalty: 5722.242188
	Iteration 2Q: 3 clusters Score -1.614278e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -16145870.000000 Penalty: 5722.242188
	Iteration 3F: 3 clusters Score -1.614587e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -16150450.000000 Penalty: 5722.242188
	Iteration 4F: 3 clusters Score -1.615045e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -16156336.000000 Penalty: 5722.242188
	Iteration 5F: 3 clusters Score -1.615634e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -16162289.000000 Penalty: 5722.242188
	Iteration 6F: 3 clusters Score -1.616229e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -16166966.000000 Penalty: 5722.242188
	Iteration 7F: 3 clusters Score -1.616697e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -16170217.000000 Penalty: 5722.242188
	Iteration 8Q: 3 clusters Score -1.617022e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -16172131.000000 Penalty: 5722.242188
	Iteration 9Q: 3 clusters Score -1.617213e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -16173084.000000 Penalty: 5722.242188
	Iteration 10Q: 3 clusters Score -1.617308e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -16173601.000000 Penalty: 5722.242188
	Iteration 11Q: 3 clusters Score -1.61736e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -16173844.000000 Penalty: 5722.242188
	Iteration 12Q: 3 clusters Score -1.617384e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 101856 members 
Entering Unmasked Estep 
Score: -16173966.000000 Penalty: 5722.242188
	Iteration 13Q: 3 clusters Score -1.617397e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -16174055.000000 Penalty: 5722.242188
	Iteration 14Q: 3 clusters Score -1.617406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -16174123.000000 Penalty: 5722.242188
	Iteration 15Q: 3 clusters Score -1.617412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -16174138.000000 Penalty: 5722.242188
	Iteration 16Q: 3 clusters Score -1.617414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -16174143.000000 Penalty: 5722.242188
	Iteration 17Q: 3 clusters Score -1.617414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -16174166.000000 Penalty: 5722.242188
	Iteration 18Q: 3 clusters Score -1.617417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -16174165.000000 Penalty: 5722.242188
	Iteration 19Q: 3 clusters Score -1.617416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -16174179.000000 Penalty: 5722.242188
	Iteration 20F: 3 clusters Score -1.617418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -16174196.000000 Penalty: 5722.242188
	Iteration 21Q: 3 clusters Score -1.61742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -16174184.000000 Penalty: 5722.242188
	Iteration 22Q: 3 clusters Score -1.617418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -16174198.000000 Penalty: 5722.242188
	Iteration 23Q: 3 clusters Score -1.61742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -16174198.000000 Penalty: 5722.242188
	Iteration 24F: 3 clusters Score -1.61742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Entering Unmasked Estep 
Score: -2428811.000000 Penalty: 2406.258545
	Iteration 0F: 2 clusters Score -2428811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2417093.250000 Penalty: 4812.517090
	Iteration 0F: 3 clusters Score -2417093 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2421001.000000 Penalty: 4812.517090
	Iteration 1F: 3 clusters Score -2421001 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2421474.000000 Penalty: 4812.517090
	Iteration 2F: 3 clusters Score -2421474 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2421942.000000 Penalty: 4812.517090
	Iteration 3F: 3 clusters Score -2421942 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2422439.750000 Penalty: 4812.517090
	Iteration 4F: 3 clusters Score -2422440 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2423060.500000 Penalty: 4812.517090
	Iteration 5F: 3 clusters Score -2423060 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2423776.250000 Penalty: 4812.517090
	Iteration 6F: 3 clusters Score -2423776 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2424531.000000 Penalty: 4812.517090
	Iteration 7F: 3 clusters Score -2424531 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2425150.500000 Penalty: 4812.517090
	Iteration 8F: 3 clusters Score -2425150 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2425625.750000 Penalty: 4812.517090
	Iteration 9Q: 3 clusters Score -2425626 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2425912.750000 Penalty: 4812.517090
	Iteration 10Q: 3 clusters Score -2425913 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2426092.500000 Penalty: 4812.517090
	Iteration 11Q: 3 clusters Score -2426092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2426226.000000 Penalty: 4812.517090
	Iteration 12Q: 3 clusters Score -2426226 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2426335.750000 Penalty: 4812.517090
	Iteration 13Q: 3 clusters Score -2426336 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2426438.250000 Penalty: 4812.517090
	Iteration 14Q: 3 clusters Score -2426438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2426521.250000 Penalty: 4812.517090
	Iteration 15Q: 3 clusters Score -2426521 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2426601.000000 Penalty: 4812.517090
	Iteration 16Q: 3 clusters Score -2426601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2426676.500000 Penalty: 4812.517090
	Iteration 17Q: 3 clusters Score -2426676 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2426757.500000 Penalty: 4812.517090
	Iteration 18Q: 3 clusters Score -2426758 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2426855.250000 Penalty: 4812.517090
	Iteration 19Q: 3 clusters Score -2426855 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2426929.250000 Penalty: 4812.517090
	Iteration 20F: 3 clusters Score -2426929 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2427002.500000 Penalty: 4812.517090
	Iteration 21Q: 3 clusters Score -2427002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2427083.000000 Penalty: 4812.517090
	Iteration 22Q: 3 clusters Score -2427083 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2427148.750000 Penalty: 4812.517090
	Iteration 23Q: 3 clusters Score -2427149 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2427210.500000 Penalty: 4812.517090
	Iteration 24Q: 3 clusters Score -2427210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2427260.000000 Penalty: 4812.517090
	Iteration 25Q: 3 clusters Score -2427260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2427309.750000 Penalty: 4812.517090
	Iteration 26Q: 3 clusters Score -2427310 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2427361.500000 Penalty: 4812.517090
	Iteration 27Q: 3 clusters Score -2427362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2427404.750000 Penalty: 4812.517090
	Iteration 28Q: 3 clusters Score -2427405 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2427435.000000 Penalty: 4812.517090
	Iteration 29Q: 3 clusters Score -2427435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2427479.750000 Penalty: 4812.517090
	Iteration 30Q: 3 clusters Score -2427480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2427524.750000 Penalty: 4812.517090
	Iteration 31Q: 3 clusters Score -2427525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2427566.000000 Penalty: 4812.517090
	Iteration 32Q: 3 clusters Score -2427566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2427606.000000 Penalty: 4812.517090
	Iteration 33Q: 3 clusters Score -2427606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2427629.750000 Penalty: 4812.517090
	Iteration 34Q: 3 clusters Score -2427630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2427653.750000 Penalty: 4812.517090
	Iteration 35Q: 3 clusters Score -2427654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2427666.000000 Penalty: 4812.517090
	Iteration 36Q: 3 clusters Score -2427666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2427686.500000 Penalty: 4812.517090
	Iteration 37Q: 3 clusters Score -2427686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2427704.500000 Penalty: 4812.517090
	Iteration 38Q: 3 clusters Score -2427704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2427710.000000 Penalty: 4812.517090
	Iteration 39Q: 3 clusters Score -2427710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2427716.000000 Penalty: 4812.517090
	Iteration 40F: 3 clusters Score -2427716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2427724.500000 Penalty: 4812.517090
	Iteration 41Q: 3 clusters Score -2427724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2427735.750000 Penalty: 4812.517090
	Iteration 42Q: 3 clusters Score -2427736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2427735.750000 Penalty: 4812.517090
	Iteration 43Q: 3 clusters Score -2427736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2427737.750000 Penalty: 4812.517090
	Iteration 44Q: 3 clusters Score -2427738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2427740.250000 Penalty: 4812.517090
	Iteration 45Q: 3 clusters Score -2427740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2427742.500000 Penalty: 4812.517090
	Iteration 46Q: 3 clusters Score -2427742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2427752.250000 Penalty: 4812.517090
	Iteration 47Q: 3 clusters Score -2427752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2427750.250000 Penalty: 4812.517090
	Iteration 48Q: 3 clusters Score -2427750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2427758.000000 Penalty: 4812.517090
	Iteration 49Q: 3 clusters Score -2427758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2427760.250000 Penalty: 4812.517090
	Iteration 50Q: 3 clusters Score -2427760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2427758.250000 Penalty: 4812.517090
	Iteration 51Q: 3 clusters Score -2427758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2427759.000000 Penalty: 4812.517090
	Iteration 52Q: 3 clusters Score -2427759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2427763.750000 Penalty: 4812.517090
	Iteration 53Q: 3 clusters Score -2427764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2427764.500000 Penalty: 4812.517090
	Iteration 54Q: 3 clusters Score -2427764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2427762.750000 Penalty: 4812.517090
	Iteration 55Q: 3 clusters Score -2427763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2427763.750000 Penalty: 4812.517090
	Iteration 56Q: 3 clusters Score -2427764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2427764.250000 Penalty: 4812.517090
	Iteration 57Q: 3 clusters Score -2427764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2427760.000000 Penalty: 4812.517090
	Iteration 58Q: 3 clusters Score -2427760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2427763.750000 Penalty: 4812.517090
	Iteration 59Q: 3 clusters Score -2427764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2427761.750000 Penalty: 4812.517090
	Iteration 60F: 3 clusters Score -2427762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2427759.000000 Penalty: 4812.517090
	Iteration 61Q: 3 clusters Score -2427759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2427762.250000 Penalty: 4812.517090
	Iteration 62Q: 3 clusters Score -2427762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2427761.500000 Penalty: 4812.517090
	Iteration 63Q: 3 clusters Score -2427762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2427761.000000 Penalty: 4812.517090
	Iteration 64Q: 3 clusters Score -2427761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2427761.000000 Penalty: 4812.517090
	Iteration 65F: 3 clusters Score -2427761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -766079.437500 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -766079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -761479.937500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -761479.9 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -762649.375000 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -762649.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -762907.500000 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -762907.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -763076.000000 Penalty: 4232.205566
	Iteration 3F: 3 clusters Score -763076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -763204.437500 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -763204.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -763318.937500 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -763318.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -763420.437500 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -763420.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -763561.062500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -763561.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -763780.937500 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -763780.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -764092.750000 Penalty: 4232.205566
	Iteration 9F: 3 clusters Score -764092.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -764556.437500 Penalty: 4232.205566
	Iteration 10F: 3 clusters Score -764556.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -765227.687500 Penalty: 4232.205566
	Iteration 11F: 3 clusters Score -765227.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -765976.562500 Penalty: 4232.205566
	Iteration 12F: 3 clusters Score -765976.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -766435.500000 Penalty: 4232.205566
	Iteration 13F: 3 clusters Score -766435.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -766601.687500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -766601.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -766649.812500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -766649.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -766665.625000 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -766665.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -766669.375000 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -766669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -766674.812500 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -766674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -766678.375000 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -766678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -766685.812500 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -766685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -766685.500000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -766685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -766687.375000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -766687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -766689.000000 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -766689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -766689.125000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -766689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -766691.250000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -766691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -766690.750000 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -766690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -766694.687500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -766694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -766698.187500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -766698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -766699.625000 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -766699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -766704.375000 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -766704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -766705.875000 Penalty: 4232.205566
	Iteration 31Q: 3 clusters Score -766705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -766705.500000 Penalty: 4232.205566
	Iteration 32Q: 3 clusters Score -766705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -766708.062500 Penalty: 4232.205566
	Iteration 33Q: 3 clusters Score -766708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -766708.812500 Penalty: 4232.205566
	Iteration 34Q: 3 clusters Score -766708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -766709.812500 Penalty: 4232.205566
	Iteration 35Q: 3 clusters Score -766709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -766710.437500 Penalty: 4232.205566
	Iteration 36Q: 3 clusters Score -766710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -766710.437500 Penalty: 4232.205566
	Iteration 37F: 3 clusters Score -766710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 2576 members 
Entering Unmasked Estep 
Score: -120390104.000000 Penalty: 151630.234375
Splitting cluster 20 changes total score from -120390736.000000 to -120390104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Entering Unmasked Estep 
Score: -1945060.750000 Penalty: 2351.943848
	Iteration 0F: 2 clusters Score -1945061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1935488.625000 Penalty: 4703.887695
	Iteration 0F: 3 clusters Score -1935489 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1938816.875000 Penalty: 4703.887695
	Iteration 1F: 3 clusters Score -1938817 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1939584.750000 Penalty: 4703.887695
	Iteration 2F: 3 clusters Score -1939585 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1940312.250000 Penalty: 4703.887695
	Iteration 3F: 3 clusters Score -1940312 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1940890.625000 Penalty: 4703.887695
	Iteration 4F: 3 clusters Score -1940891 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1941411.750000 Penalty: 4703.887695
	Iteration 5F: 3 clusters Score -1941412 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1941815.750000 Penalty: 4703.887695
	Iteration 6Q: 3 clusters Score -1941816 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1942124.125000 Penalty: 4703.887695
	Iteration 7Q: 3 clusters Score -1942124 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1942380.875000 Penalty: 4703.887695
	Iteration 8Q: 3 clusters Score -1942381 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1942653.875000 Penalty: 4703.887695
	Iteration 9Q: 3 clusters Score -1942654 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1942927.250000 Penalty: 4703.887695
	Iteration 10Q: 3 clusters Score -1942927 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1943209.500000 Penalty: 4703.887695
	Iteration 11Q: 3 clusters Score -1943210 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1943458.000000 Penalty: 4703.887695
	Iteration 12Q: 3 clusters Score -1943458 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1943660.250000 Penalty: 4703.887695
	Iteration 13Q: 3 clusters Score -1943660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1943814.625000 Penalty: 4703.887695
	Iteration 14Q: 3 clusters Score -1943815 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1943998.750000 Penalty: 4703.887695
	Iteration 15Q: 3 clusters Score -1943999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1944216.125000 Penalty: 4703.887695
	Iteration 16Q: 3 clusters Score -1944216 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1944504.250000 Penalty: 4703.887695
	Iteration 17Q: 3 clusters Score -1944504 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1944771.625000 Penalty: 4703.887695
	Iteration 18Q: 3 clusters Score -1944772 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1944917.500000 Penalty: 4703.887695
	Iteration 19Q: 3 clusters Score -1944918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1945002.125000 Penalty: 4703.887695
	Iteration 20F: 3 clusters Score -1945002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1945067.750000 Penalty: 4703.887695
	Iteration 21Q: 3 clusters Score -1945068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1945110.750000 Penalty: 4703.887695
	Iteration 22Q: 3 clusters Score -1945111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1945132.125000 Penalty: 4703.887695
	Iteration 23Q: 3 clusters Score -1945132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1945146.125000 Penalty: 4703.887695
	Iteration 24Q: 3 clusters Score -1945146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1945162.875000 Penalty: 4703.887695
	Iteration 25Q: 3 clusters Score -1945163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1945170.750000 Penalty: 4703.887695
	Iteration 26Q: 3 clusters Score -1945171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1945182.625000 Penalty: 4703.887695
	Iteration 27Q: 3 clusters Score -1945183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1945189.500000 Penalty: 4703.887695
	Iteration 28Q: 3 clusters Score -1945190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1945195.375000 Penalty: 4703.887695
	Iteration 29Q: 3 clusters Score -1945195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1945200.625000 Penalty: 4703.887695
	Iteration 30Q: 3 clusters Score -1945201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1945209.125000 Penalty: 4703.887695
	Iteration 31Q: 3 clusters Score -1945209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1945212.250000 Penalty: 4703.887695
	Iteration 32Q: 3 clusters Score -1945212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1945217.125000 Penalty: 4703.887695
	Iteration 33Q: 3 clusters Score -1945217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1945222.125000 Penalty: 4703.887695
	Iteration 34Q: 3 clusters Score -1945222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1945229.125000 Penalty: 4703.887695
	Iteration 35Q: 3 clusters Score -1945229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1945227.875000 Penalty: 4703.887695
	Iteration 36Q: 3 clusters Score -1945228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1945233.625000 Penalty: 4703.887695
	Iteration 37Q: 3 clusters Score -1945234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1945248.500000 Penalty: 4703.887695
	Iteration 38Q: 3 clusters Score -1945248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1945254.750000 Penalty: 4703.887695
	Iteration 39Q: 3 clusters Score -1945255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1945267.000000 Penalty: 4703.887695
	Iteration 40F: 3 clusters Score -1945267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1945267.000000 Penalty: 4703.887695
	Iteration 41Q: 3 clusters Score -1945267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1945264.250000 Penalty: 4703.887695
	Iteration 42Q: 3 clusters Score -1945264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1945274.375000 Penalty: 4703.887695
	Iteration 43Q: 3 clusters Score -1945274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1945280.750000 Penalty: 4703.887695
	Iteration 44Q: 3 clusters Score -1945281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1945278.000000 Penalty: 4703.887695
	Iteration 45Q: 3 clusters Score -1945278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1945281.000000 Penalty: 4703.887695
	Iteration 46Q: 3 clusters Score -1945281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1945279.250000 Penalty: 4703.887695
	Iteration 47Q: 3 clusters Score -1945279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1945279.375000 Penalty: 4703.887695
	Iteration 48Q: 3 clusters Score -1945279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1945280.375000 Penalty: 4703.887695
	Iteration 49Q: 3 clusters Score -1945280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1945283.000000 Penalty: 4703.887695
	Iteration 50Q: 3 clusters Score -1945283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1945283.500000 Penalty: 4703.887695
	Iteration 51Q: 3 clusters Score -1945284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1945281.375000 Penalty: 4703.887695
	Iteration 52Q: 3 clusters Score -1945281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1945283.375000 Penalty: 4703.887695
	Iteration 53Q: 3 clusters Score -1945283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1945285.000000 Penalty: 4703.887695
	Iteration 54Q: 3 clusters Score -1945285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1945288.500000 Penalty: 4703.887695
	Iteration 55Q: 3 clusters Score -1945288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1945286.500000 Penalty: 4703.887695
	Iteration 56Q: 3 clusters Score -1945286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1945289.125000 Penalty: 4703.887695
	Iteration 57Q: 3 clusters Score -1945289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1945288.750000 Penalty: 4703.887695
	Iteration 58Q: 3 clusters Score -1945289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1945288.125000 Penalty: 4703.887695
	Iteration 59Q: 3 clusters Score -1945288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1945290.625000 Penalty: 4703.887695
	Iteration 60F: 3 clusters Score -1945291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1945288.750000 Penalty: 4703.887695
	Iteration 61Q: 3 clusters Score -1945289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1945287.000000 Penalty: 4703.887695
	Iteration 62Q: 3 clusters Score -1945287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1945285.000000 Penalty: 4703.887695
	Iteration 63Q: 3 clusters Score -1945285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1945288.625000 Penalty: 4703.887695
	Iteration 64Q: 3 clusters Score -1945289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1945286.375000 Penalty: 4703.887695
	Iteration 65Q: 3 clusters Score -1945286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1945288.000000 Penalty: 4703.887695
	Iteration 66Q: 3 clusters Score -1945288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1945288.125000 Penalty: 4703.887695
	Iteration 67Q: 3 clusters Score -1945288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1945289.000000 Penalty: 4703.887695
	Iteration 68Q: 3 clusters Score -1945289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1945290.875000 Penalty: 4703.887695
	Iteration 69Q: 3 clusters Score -1945291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1945293.500000 Penalty: 4703.887695
	Iteration 70Q: 3 clusters Score -1945294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1945289.750000 Penalty: 4703.887695
	Iteration 71Q: 3 clusters Score -1945290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1945291.375000 Penalty: 4703.887695
	Iteration 72Q: 3 clusters Score -1945291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1945287.875000 Penalty: 4703.887695
	Iteration 73Q: 3 clusters Score -1945288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1945288.625000 Penalty: 4703.887695
	Iteration 74Q: 3 clusters Score -1945289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1945288.625000 Penalty: 4703.887695
	Iteration 75F: 3 clusters Score -1945289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 6050 members 
Entering Unmasked Estep 
Score: -120390464.000000 Penalty: 151630.234375
Splitting cluster 21 changes total score from -120390736.000000 to -120390464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -636326.937500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -636326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -632240.000000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -632240 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -633146.250000 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -633146.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -633414.687500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -633414.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -633583.187500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -633583.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -633688.937500 Penalty: 4147.639160
	Iteration 4Q: 3 clusters Score -633688.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -633760.937500 Penalty: 4147.639160
	Iteration 5Q: 3 clusters Score -633760.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -633829.812500 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -633829.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -633894.687500 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -633894.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -633951.312500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -633951.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -634010.125000 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -634010.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -634075.312500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -634075.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -634143.250000 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -634143.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -634199.250000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -634199.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -634241.562500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -634241.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -634283.750000 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -634283.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -634322.000000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -634322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -634359.437500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -634359.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -634386.375000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -634386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -634407.625000 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -634407.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -634423.312500 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -634423.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -634438.937500 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -634438.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -634456.687500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -634456.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -634469.000000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -634469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -634480.625000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -634480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -634489.375000 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -634489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -634499.875000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -634499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -634509.312500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -634509.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -634515.750000 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -634515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -634525.312500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -634525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -634534.000000 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -634534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -634541.437500 Penalty: 4147.639160
	Iteration 30Q: 3 clusters Score -634541.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -634550.750000 Penalty: 4147.639160
	Iteration 31Q: 3 clusters Score -634550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -634557.062500 Penalty: 4147.639160
	Iteration 32Q: 3 clusters Score -634557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -634560.937500 Penalty: 4147.639160
	Iteration 33Q: 3 clusters Score -634560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -634563.437500 Penalty: 4147.639160
	Iteration 34Q: 3 clusters Score -634563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -634565.875000 Penalty: 4147.639160
	Iteration 35Q: 3 clusters Score -634565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -634565.625000 Penalty: 4147.639160
	Iteration 36Q: 3 clusters Score -634565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -634565.437500 Penalty: 4147.639160
	Iteration 37Q: 3 clusters Score -634565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -634565.437500 Penalty: 4147.639160
	Iteration 38F: 3 clusters Score -634565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -964582.437500 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -964582.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -959195.187500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -959195.2 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -960501.875000 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -960501.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -960774.125000 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -960774.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -960969.937500 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -960969.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -961139.250000 Penalty: 4339.788574
	Iteration 4Q: 3 clusters Score -961139.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -961346.000000 Penalty: 4339.788574
	Iteration 5Q: 3 clusters Score -961346 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -961545.125000 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -961545.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -961779.875000 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -961779.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -961998.625000 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -961998.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -962188.687500 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -962188.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -962349.125000 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -962349.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -962483.250000 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -962483.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -962584.937500 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -962584.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -962660.937500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -962660.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -962731.562500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -962731.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -962779.375000 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -962779.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -962820.625000 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -962820.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -962854.250000 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -962854.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -962888.000000 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -962888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -962918.937500 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -962918.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -962941.000000 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -962941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -962973.937500 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -962973.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -963010.375000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -963010.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -963045.562500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -963045.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -963069.812500 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -963069.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -963094.437500 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -963094.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -963113.500000 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -963113.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -963131.375000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -963131.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -963154.437500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -963154.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -963172.500000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -963172.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -963185.937500 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -963185.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -963200.000000 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -963200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -963213.000000 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -963213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -963231.312500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -963231.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -963241.937500 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -963241.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -963248.750000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -963248.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -963257.375000 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -963257.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -963265.937500 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -963265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -963274.312500 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -963274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -963276.750000 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -963276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -963279.875000 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -963279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -963283.187500 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -963283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -963286.750000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -963286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -963287.375000 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -963287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -963288.312500 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -963288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -963289.312500 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -963289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -963289.312500 Penalty: 4339.788574
	Iteration 46F: 3 clusters Score -963289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -166112.968750 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -166113 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 587 members 
Entering Unmasked Estep 
Score: -164115.953125 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -164116 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -164446.875000 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -164446.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -164541.359375 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -164541.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -164597.171875 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -164597.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -164645.015625 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -164645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -164689.890625 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -164689.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -164741.953125 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -164742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164786.812500 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -164786.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -164822.453125 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -164822.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164847.890625 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -164847.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164871.671875 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -164871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164890.953125 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -164891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164907.406250 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -164907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -164919.687500 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -164919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -164921.015625 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -164921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -164923.328125 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -164923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -164927.718750 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -164927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164928.390625 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -164928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164928.390625 Penalty: 3485.548096
	Iteration 18F: 3 clusters Score -164928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Entering Unmasked Estep 
Score: -8776660.000000 Penalty: 2712.889648
	Iteration 0F: 2 clusters Score -8776660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -8738524.000000 Penalty: 5425.779297
	Iteration 0F: 3 clusters Score -8738524 nChanged 26233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -8753619.000000 Penalty: 5425.779297
	Iteration 1F: 3 clusters Score -8753619 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8754343.000000 Penalty: 5425.779297
	Iteration 2Q: 3 clusters Score -8754343 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -8755307.000000 Penalty: 5425.779297
	Iteration 3Q: 3 clusters Score -8755307 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -8756547.000000 Penalty: 5425.779297
	Iteration 4Q: 3 clusters Score -8756547 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -8758028.000000 Penalty: 5425.779297
	Iteration 5F: 3 clusters Score -8758028 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -8759926.000000 Penalty: 5425.779297
	Iteration 6F: 3 clusters Score -8759926 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -8761840.000000 Penalty: 5425.779297
	Iteration 7F: 3 clusters Score -8761840 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -8763512.000000 Penalty: 5425.779297
	Iteration 8F: 3 clusters Score -8763512 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -8764741.000000 Penalty: 5425.779297
	Iteration 9Q: 3 clusters Score -8764741 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -8765672.000000 Penalty: 5425.779297
	Iteration 10Q: 3 clusters Score -8765672 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -8766471.000000 Penalty: 5425.779297
	Iteration 11Q: 3 clusters Score -8766471 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8767178.000000 Penalty: 5425.779297
	Iteration 12Q: 3 clusters Score -8767178 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -8768032.000000 Penalty: 5425.779297
	Iteration 13Q: 3 clusters Score -8768032 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -8768963.000000 Penalty: 5425.779297
	Iteration 14Q: 3 clusters Score -8768963 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -8769975.000000 Penalty: 5425.779297
	Iteration 15Q: 3 clusters Score -8769975 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8770958.000000 Penalty: 5425.779297
	Iteration 16Q: 3 clusters Score -8770958 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8771885.000000 Penalty: 5425.779297
	Iteration 17Q: 3 clusters Score -8771885 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8772653.000000 Penalty: 5425.779297
	Iteration 18Q: 3 clusters Score -8772653 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8773192.000000 Penalty: 5425.779297
	Iteration 19Q: 3 clusters Score -8773192 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8773584.000000 Penalty: 5425.779297
	Iteration 20F: 3 clusters Score -8773584 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8773827.000000 Penalty: 5425.779297
	Iteration 21Q: 3 clusters Score -8773827 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8773998.000000 Penalty: 5425.779297
	Iteration 22Q: 3 clusters Score -8773998 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8774114.000000 Penalty: 5425.779297
	Iteration 23Q: 3 clusters Score -8774114 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8774193.000000 Penalty: 5425.779297
	Iteration 24Q: 3 clusters Score -8774193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8774250.000000 Penalty: 5425.779297
	Iteration 25Q: 3 clusters Score -8774250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8774296.000000 Penalty: 5425.779297
	Iteration 26Q: 3 clusters Score -8774296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8774315.000000 Penalty: 5425.779297
	Iteration 27Q: 3 clusters Score -8774315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8774338.000000 Penalty: 5425.779297
	Iteration 28Q: 3 clusters Score -8774338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8774361.000000 Penalty: 5425.779297
	Iteration 29Q: 3 clusters Score -8774361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5425.779297
	Iteration 30Q: 3 clusters Score -8774376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8774389.000000 Penalty: 5425.779297
	Iteration 31Q: 3 clusters Score -8774389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8774397.000000 Penalty: 5425.779297
	Iteration 32Q: 3 clusters Score -8774397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8774409.000000 Penalty: 5425.779297
	Iteration 33Q: 3 clusters Score -8774409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8774426.000000 Penalty: 5425.779297
	Iteration 34Q: 3 clusters Score -8774426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8774432.000000 Penalty: 5425.779297
	Iteration 35Q: 3 clusters Score -8774432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8774441.000000 Penalty: 5425.779297
	Iteration 36Q: 3 clusters Score -8774441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8774449.000000 Penalty: 5425.779297
	Iteration 37Q: 3 clusters Score -8774449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8774451.000000 Penalty: 5425.779297
	Iteration 38Q: 3 clusters Score -8774451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8774461.000000 Penalty: 5425.779297
	Iteration 39Q: 3 clusters Score -8774461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8774460.000000 Penalty: 5425.779297
	Iteration 40F: 3 clusters Score -8774460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8774459.000000 Penalty: 5425.779297
	Iteration 41Q: 3 clusters Score -8774459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8774464.000000 Penalty: 5425.779297
	Iteration 42Q: 3 clusters Score -8774464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8774477.000000 Penalty: 5425.779297
	Iteration 43Q: 3 clusters Score -8774477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8774479.000000 Penalty: 5425.779297
	Iteration 44Q: 3 clusters Score -8774479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8774486.000000 Penalty: 5425.779297
	Iteration 45Q: 3 clusters Score -8774486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8774491.000000 Penalty: 5425.779297
	Iteration 46Q: 3 clusters Score -8774491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8774496.000000 Penalty: 5425.779297
	Iteration 47Q: 3 clusters Score -8774496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8774493.000000 Penalty: 5425.779297
	Iteration 48Q: 3 clusters Score -8774493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8774503.000000 Penalty: 5425.779297
	Iteration 49Q: 3 clusters Score -8774503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8774507.000000 Penalty: 5425.779297
	Iteration 50Q: 3 clusters Score -8774507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8774508.000000 Penalty: 5425.779297
	Iteration 51Q: 3 clusters Score -8774508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8774514.000000 Penalty: 5425.779297
	Iteration 52Q: 3 clusters Score -8774514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8774511.000000 Penalty: 5425.779297
	Iteration 53Q: 3 clusters Score -8774511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8774511.000000 Penalty: 5425.779297
	Iteration 54F: 3 clusters Score -8774511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -38635.140625 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -38635.14 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 148 members 
Entering Unmasked Estep 
Score: -37438.457031 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -37438.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37584.281250 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -37584.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37626.734375 Penalty: 2819.055664
	Iteration 2Q: 3 clusters Score -37626.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37632.164062 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -37632.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37632.164062 Penalty: 2819.055664
	Iteration 4F: 3 clusters Score -37632.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -2584503.000000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -2584503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2572704.250000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -2572704 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2576645.000000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -2576645 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2577085.750000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -2577086 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2577454.250000 Penalty: 4814.272461
	Iteration 3F: 3 clusters Score -2577454 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2577754.000000 Penalty: 4814.272461
	Iteration 4Q: 3 clusters Score -2577754 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2578038.750000 Penalty: 4814.272461
	Iteration 5Q: 3 clusters Score -2578039 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2578310.000000 Penalty: 4814.272461
	Iteration 6Q: 3 clusters Score -2578310 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2578594.750000 Penalty: 4814.272461
	Iteration 7Q: 3 clusters Score -2578595 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2578933.000000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -2578933 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2579279.250000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -2579279 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2579599.500000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -2579600 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2579893.000000 Penalty: 4814.272461
	Iteration 11Q: 3 clusters Score -2579893 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2580142.500000 Penalty: 4814.272461
	Iteration 12Q: 3 clusters Score -2580142 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2580342.500000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -2580342 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2580539.250000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -2580539 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2580725.250000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -2580725 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2580890.500000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -2580890 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2581021.250000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -2581021 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2581146.500000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -2581146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2581278.500000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -2581278 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2581380.500000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -2581380 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2581490.250000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -2581490 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2581605.250000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -2581605 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2581722.000000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -2581722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2581816.250000 Penalty: 4814.272461
	Iteration 24Q: 3 clusters Score -2581816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2581910.250000 Penalty: 4814.272461
	Iteration 25Q: 3 clusters Score -2581910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2581971.250000 Penalty: 4814.272461
	Iteration 26Q: 3 clusters Score -2581971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2582038.250000 Penalty: 4814.272461
	Iteration 27Q: 3 clusters Score -2582038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2582120.000000 Penalty: 4814.272461
	Iteration 28Q: 3 clusters Score -2582120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2582177.500000 Penalty: 4814.272461
	Iteration 29Q: 3 clusters Score -2582178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2582223.250000 Penalty: 4814.272461
	Iteration 30Q: 3 clusters Score -2582223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2582262.250000 Penalty: 4814.272461
	Iteration 31Q: 3 clusters Score -2582262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2582302.000000 Penalty: 4814.272461
	Iteration 32Q: 3 clusters Score -2582302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2582333.250000 Penalty: 4814.272461
	Iteration 33Q: 3 clusters Score -2582333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2582349.500000 Penalty: 4814.272461
	Iteration 34Q: 3 clusters Score -2582350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2582371.500000 Penalty: 4814.272461
	Iteration 35Q: 3 clusters Score -2582372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2582385.250000 Penalty: 4814.272461
	Iteration 36Q: 3 clusters Score -2582385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2582396.250000 Penalty: 4814.272461
	Iteration 37Q: 3 clusters Score -2582396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2582402.250000 Penalty: 4814.272461
	Iteration 38Q: 3 clusters Score -2582402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2582418.000000 Penalty: 4814.272461
	Iteration 39Q: 3 clusters Score -2582418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2582428.250000 Penalty: 4814.272461
	Iteration 40F: 3 clusters Score -2582428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2582437.500000 Penalty: 4814.272461
	Iteration 41Q: 3 clusters Score -2582438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2582445.500000 Penalty: 4814.272461
	Iteration 42Q: 3 clusters Score -2582446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2582459.000000 Penalty: 4814.272461
	Iteration 43Q: 3 clusters Score -2582459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2582463.250000 Penalty: 4814.272461
	Iteration 44Q: 3 clusters Score -2582463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2582469.000000 Penalty: 4814.272461
	Iteration 45Q: 3 clusters Score -2582469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2582470.750000 Penalty: 4814.272461
	Iteration 46Q: 3 clusters Score -2582471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2582472.000000 Penalty: 4814.272461
	Iteration 47Q: 3 clusters Score -2582472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2582478.250000 Penalty: 4814.272461
	Iteration 48Q: 3 clusters Score -2582478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2582478.250000 Penalty: 4814.272461
	Iteration 49Q: 3 clusters Score -2582478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2582479.000000 Penalty: 4814.272461
	Iteration 50Q: 3 clusters Score -2582479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2582479.750000 Penalty: 4814.272461
	Iteration 51Q: 3 clusters Score -2582480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2582482.250000 Penalty: 4814.272461
	Iteration 52Q: 3 clusters Score -2582482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2582486.000000 Penalty: 4814.272461
	Iteration 53Q: 3 clusters Score -2582486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2582488.750000 Penalty: 4814.272461
	Iteration 54Q: 3 clusters Score -2582489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2582488.750000 Penalty: 4814.272461
	Iteration 55F: 3 clusters Score -2582489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Entering Unmasked Estep 
Score: -2872382.250000 Penalty: 2445.811768
	Iteration 0F: 2 clusters Score -2872382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2858794.250000 Penalty: 4891.623535
	Iteration 0F: 3 clusters Score -2858794 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2863749.750000 Penalty: 4891.623535
	Iteration 1F: 3 clusters Score -2863750 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2864613.750000 Penalty: 4891.623535
	Iteration 2F: 3 clusters Score -2864614 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2865467.000000 Penalty: 4891.623535
	Iteration 3F: 3 clusters Score -2865467 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2866312.000000 Penalty: 4891.623535
	Iteration 4F: 3 clusters Score -2866312 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2867147.250000 Penalty: 4891.623535
	Iteration 5F: 3 clusters Score -2867147 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2867954.750000 Penalty: 4891.623535
	Iteration 6F: 3 clusters Score -2867955 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2868734.750000 Penalty: 4891.623535
	Iteration 7F: 3 clusters Score -2868735 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2869457.000000 Penalty: 4891.623535
	Iteration 8F: 3 clusters Score -2869457 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2869945.750000 Penalty: 4891.623535
	Iteration 9Q: 3 clusters Score -2869946 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2870204.250000 Penalty: 4891.623535
	Iteration 10Q: 3 clusters Score -2870204 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2870357.250000 Penalty: 4891.623535
	Iteration 11Q: 3 clusters Score -2870357 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2870465.250000 Penalty: 4891.623535
	Iteration 12Q: 3 clusters Score -2870465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2870544.500000 Penalty: 4891.623535
	Iteration 13Q: 3 clusters Score -2870544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2870618.500000 Penalty: 4891.623535
	Iteration 14Q: 3 clusters Score -2870618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2870702.750000 Penalty: 4891.623535
	Iteration 15Q: 3 clusters Score -2870703 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2870802.750000 Penalty: 4891.623535
	Iteration 16Q: 3 clusters Score -2870803 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2870903.250000 Penalty: 4891.623535
	Iteration 17Q: 3 clusters Score -2870903 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2871003.000000 Penalty: 4891.623535
	Iteration 18Q: 3 clusters Score -2871003 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2871075.750000 Penalty: 4891.623535
	Iteration 19Q: 3 clusters Score -2871076 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2871176.750000 Penalty: 4891.623535
	Iteration 20F: 3 clusters Score -2871177 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2871308.500000 Penalty: 4891.623535
	Iteration 21Q: 3 clusters Score -2871308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2871416.000000 Penalty: 4891.623535
	Iteration 22Q: 3 clusters Score -2871416 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2871522.000000 Penalty: 4891.623535
	Iteration 23Q: 3 clusters Score -2871522 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2871608.250000 Penalty: 4891.623535
	Iteration 24Q: 3 clusters Score -2871608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2871694.500000 Penalty: 4891.623535
	Iteration 25Q: 3 clusters Score -2871694 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2871761.750000 Penalty: 4891.623535
	Iteration 26Q: 3 clusters Score -2871762 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2871821.250000 Penalty: 4891.623535
	Iteration 27Q: 3 clusters Score -2871821 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2871858.250000 Penalty: 4891.623535
	Iteration 28Q: 3 clusters Score -2871858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2871897.500000 Penalty: 4891.623535
	Iteration 29Q: 3 clusters Score -2871898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2871916.500000 Penalty: 4891.623535
	Iteration 30Q: 3 clusters Score -2871916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2871949.500000 Penalty: 4891.623535
	Iteration 31Q: 3 clusters Score -2871950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2871968.250000 Penalty: 4891.623535
	Iteration 32Q: 3 clusters Score -2871968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2871992.000000 Penalty: 4891.623535
	Iteration 33Q: 3 clusters Score -2871992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2872003.750000 Penalty: 4891.623535
	Iteration 34Q: 3 clusters Score -2872004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2872033.750000 Penalty: 4891.623535
	Iteration 35Q: 3 clusters Score -2872034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2872046.250000 Penalty: 4891.623535
	Iteration 36Q: 3 clusters Score -2872046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2872059.500000 Penalty: 4891.623535
	Iteration 37Q: 3 clusters Score -2872060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2872075.500000 Penalty: 4891.623535
	Iteration 38Q: 3 clusters Score -2872076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2872073.750000 Penalty: 4891.623535
	Iteration 39Q: 3 clusters Score -2872074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2872093.750000 Penalty: 4891.623535
	Iteration 40F: 3 clusters Score -2872094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2872097.500000 Penalty: 4891.623535
	Iteration 41Q: 3 clusters Score -2872098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2872104.250000 Penalty: 4891.623535
	Iteration 42Q: 3 clusters Score -2872104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2872116.000000 Penalty: 4891.623535
	Iteration 43Q: 3 clusters Score -2872116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2872121.500000 Penalty: 4891.623535
	Iteration 44Q: 3 clusters Score -2872122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2872129.500000 Penalty: 4891.623535
	Iteration 45Q: 3 clusters Score -2872130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2872140.500000 Penalty: 4891.623535
	Iteration 46Q: 3 clusters Score -2872140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2872150.000000 Penalty: 4891.623535
	Iteration 47Q: 3 clusters Score -2872150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2872157.000000 Penalty: 4891.623535
	Iteration 48Q: 3 clusters Score -2872157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2872162.000000 Penalty: 4891.623535
	Iteration 49Q: 3 clusters Score -2872162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2872162.750000 Penalty: 4891.623535
	Iteration 50Q: 3 clusters Score -2872163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2872168.000000 Penalty: 4891.623535
	Iteration 51Q: 3 clusters Score -2872168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2872167.500000 Penalty: 4891.623535
	Iteration 52Q: 3 clusters Score -2872168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2872170.000000 Penalty: 4891.623535
	Iteration 53Q: 3 clusters Score -2872170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2872176.750000 Penalty: 4891.623535
	Iteration 54Q: 3 clusters Score -2872177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2872176.500000 Penalty: 4891.623535
	Iteration 55Q: 3 clusters Score -2872176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2872175.750000 Penalty: 4891.623535
	Iteration 56Q: 3 clusters Score -2872176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2872176.500000 Penalty: 4891.623535
	Iteration 57Q: 3 clusters Score -2872176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2872176.000000 Penalty: 4891.623535
	Iteration 58Q: 3 clusters Score -2872176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2872177.000000 Penalty: 4891.623535
	Iteration 59Q: 3 clusters Score -2872177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2872178.500000 Penalty: 4891.623535
	Iteration 60F: 3 clusters Score -2872178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2872179.000000 Penalty: 4891.623535
	Iteration 61Q: 3 clusters Score -2872179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2872178.750000 Penalty: 4891.623535
	Iteration 62Q: 3 clusters Score -2872179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2872177.250000 Penalty: 4891.623535
	Iteration 63Q: 3 clusters Score -2872177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2872177.250000 Penalty: 4891.623535
	Iteration 64F: 3 clusters Score -2872177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -24526.812500 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -24526.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23567.166016 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -23567.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23729.744141 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -23729.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23774.242188 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -23774.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23795.285156 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -23795.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23795.285156 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -23795.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (85333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Entering Unmasked Estep 
Score: -13457355.000000 Penalty: 2815.870605
	Iteration 0F: 2 clusters Score -1.345736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -13404268.000000 Penalty: 5631.741211
	Iteration 0F: 3 clusters Score -1.340427e+07 nChanged 40186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -13426866.000000 Penalty: 5631.741211
	Iteration 1F: 3 clusters Score -1.342687e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -13428009.000000 Penalty: 5631.741211
	Iteration 2Q: 3 clusters Score -1.342801e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -13429758.000000 Penalty: 5631.741211
	Iteration 3Q: 3 clusters Score -1.342976e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -13432528.000000 Penalty: 5631.741211
	Iteration 4F: 3 clusters Score -1.343253e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -13436644.000000 Penalty: 5631.741211
	Iteration 5F: 3 clusters Score -1.343664e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -13441418.000000 Penalty: 5631.741211
	Iteration 6F: 3 clusters Score -1.344142e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -13445608.000000 Penalty: 5631.741211
	Iteration 7F: 3 clusters Score -1.344561e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -13448845.000000 Penalty: 5631.741211
	Iteration 8F: 3 clusters Score -1.344884e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -13451307.000000 Penalty: 5631.741211
	Iteration 9Q: 3 clusters Score -1.345131e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -13453033.000000 Penalty: 5631.741211
	Iteration 10Q: 3 clusters Score -1.345303e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -13453962.000000 Penalty: 5631.741211
	Iteration 11Q: 3 clusters Score -1.345396e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -13454457.000000 Penalty: 5631.741211
	Iteration 12Q: 3 clusters Score -1.345446e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -13454687.000000 Penalty: 5631.741211
	Iteration 13Q: 3 clusters Score -1.345469e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -13454772.000000 Penalty: 5631.741211
	Iteration 14Q: 3 clusters Score -1.345477e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -13454863.000000 Penalty: 5631.741211
	Iteration 15Q: 3 clusters Score -1.345486e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -13454919.000000 Penalty: 5631.741211
	Iteration 16Q: 3 clusters Score -1.345492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -13454958.000000 Penalty: 5631.741211
	Iteration 17Q: 3 clusters Score -1.345496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -13454990.000000 Penalty: 5631.741211
	Iteration 18Q: 3 clusters Score -1.345499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -13455010.000000 Penalty: 5631.741211
	Iteration 19Q: 3 clusters Score -1.345501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -13455023.000000 Penalty: 5631.741211
	Iteration 20F: 3 clusters Score -1.345502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -13455056.000000 Penalty: 5631.741211
	Iteration 21Q: 3 clusters Score -1.345506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -13455083.000000 Penalty: 5631.741211
	Iteration 22Q: 3 clusters Score -1.345508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -13455064.000000 Penalty: 5631.741211
	Iteration 23Q: 3 clusters Score -1.345506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -13455081.000000 Penalty: 5631.741211
	Iteration 24Q: 3 clusters Score -1.345508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -13455098.000000 Penalty: 5631.741211
	Iteration 25Q: 3 clusters Score -1.34551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -13455094.000000 Penalty: 5631.741211
	Iteration 26Q: 3 clusters Score -1.345509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -13455104.000000 Penalty: 5631.741211
	Iteration 27Q: 3 clusters Score -1.34551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -13455117.000000 Penalty: 5631.741211
	Iteration 28Q: 3 clusters Score -1.345512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -13455117.000000 Penalty: 5631.741211
	Iteration 29F: 3 clusters Score -1.345512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -43266.230469 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -43266.23 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 154 members 
Entering Unmasked Estep 
Score: -42006.085938 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -42006.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42114.097656 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -42114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42140.738281 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -42140.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42149.527344 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -42149.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42161.218750 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -42161.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42172.199219 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -42172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42174.066406 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -42174.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42174.066406 Penalty: 2842.129395
	Iteration 7F: 3 clusters Score -42174.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Entering Unmasked Estep 
Score: -2344490.000000 Penalty: 2384.057617
	Iteration 0F: 2 clusters Score -2344490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2333654.000000 Penalty: 4768.115234
	Iteration 0F: 3 clusters Score -2333654 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2337299.250000 Penalty: 4768.115234
	Iteration 1F: 3 clusters Score -2337299 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2338136.750000 Penalty: 4768.115234
	Iteration 2F: 3 clusters Score -2338137 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2339215.750000 Penalty: 4768.115234
	Iteration 3F: 3 clusters Score -2339216 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2340380.500000 Penalty: 4768.115234
	Iteration 4F: 3 clusters Score -2340380 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2341280.750000 Penalty: 4768.115234
	Iteration 5F: 3 clusters Score -2341281 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2341873.250000 Penalty: 4768.115234
	Iteration 6F: 3 clusters Score -2341873 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2342154.500000 Penalty: 4768.115234
	Iteration 7Q: 3 clusters Score -2342154 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2342292.000000 Penalty: 4768.115234
	Iteration 8Q: 3 clusters Score -2342292 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2342363.500000 Penalty: 4768.115234
	Iteration 9Q: 3 clusters Score -2342364 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2342415.500000 Penalty: 4768.115234
	Iteration 10Q: 3 clusters Score -2342416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2342430.250000 Penalty: 4768.115234
	Iteration 11Q: 3 clusters Score -2342430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2342446.000000 Penalty: 4768.115234
	Iteration 12Q: 3 clusters Score -2342446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2342448.750000 Penalty: 4768.115234
	Iteration 13Q: 3 clusters Score -2342449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2342459.500000 Penalty: 4768.115234
	Iteration 14Q: 3 clusters Score -2342460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2342454.500000 Penalty: 4768.115234
	Iteration 15Q: 3 clusters Score -2342454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2342458.000000 Penalty: 4768.115234
	Iteration 16Q: 3 clusters Score -2342458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2342471.250000 Penalty: 4768.115234
	Iteration 17Q: 3 clusters Score -2342471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2342477.500000 Penalty: 4768.115234
	Iteration 18Q: 3 clusters Score -2342478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2342473.000000 Penalty: 4768.115234
	Iteration 19Q: 3 clusters Score -2342473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2342478.000000 Penalty: 4768.115234
	Iteration 20F: 3 clusters Score -2342478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2342480.750000 Penalty: 4768.115234
	Iteration 21Q: 3 clusters Score -2342481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2342479.000000 Penalty: 4768.115234
	Iteration 22Q: 3 clusters Score -2342479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2342480.750000 Penalty: 4768.115234
	Iteration 23Q: 3 clusters Score -2342481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2342484.250000 Penalty: 4768.115234
	Iteration 24Q: 3 clusters Score -2342484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2342488.250000 Penalty: 4768.115234
	Iteration 25Q: 3 clusters Score -2342488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2342492.500000 Penalty: 4768.115234
	Iteration 26Q: 3 clusters Score -2342492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2342495.750000 Penalty: 4768.115234
	Iteration 27Q: 3 clusters Score -2342496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2342496.250000 Penalty: 4768.115234
	Iteration 28Q: 3 clusters Score -2342496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2342494.750000 Penalty: 4768.115234
	Iteration 29Q: 3 clusters Score -2342495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2342500.750000 Penalty: 4768.115234
	Iteration 30Q: 3 clusters Score -2342501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2342497.750000 Penalty: 4768.115234
	Iteration 31Q: 3 clusters Score -2342498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2342497.500000 Penalty: 4768.115234
	Iteration 32Q: 3 clusters Score -2342498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2342496.500000 Penalty: 4768.115234
	Iteration 33Q: 3 clusters Score -2342496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2342498.000000 Penalty: 4768.115234
	Iteration 34Q: 3 clusters Score -2342498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2342499.750000 Penalty: 4768.115234
	Iteration 35Q: 3 clusters Score -2342500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2342499.750000 Penalty: 4768.115234
	Iteration 36Q: 3 clusters Score -2342500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2342500.250000 Penalty: 4768.115234
	Iteration 37Q: 3 clusters Score -2342500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2342497.000000 Penalty: 4768.115234
	Iteration 38Q: 3 clusters Score -2342497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2342500.500000 Penalty: 4768.115234
	Iteration 39Q: 3 clusters Score -2342500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2342501.000000 Penalty: 4768.115234
	Iteration 40F: 3 clusters Score -2342501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2342500.750000 Penalty: 4768.115234
	Iteration 41Q: 3 clusters Score -2342501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2342504.250000 Penalty: 4768.115234
	Iteration 42Q: 3 clusters Score -2342504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2342506.750000 Penalty: 4768.115234
	Iteration 43Q: 3 clusters Score -2342507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2342506.250000 Penalty: 4768.115234
	Iteration 44Q: 3 clusters Score -2342506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2342506.750000 Penalty: 4768.115234
	Iteration 45Q: 3 clusters Score -2342507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2342506.500000 Penalty: 4768.115234
	Iteration 46Q: 3 clusters Score -2342506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2342503.750000 Penalty: 4768.115234
	Iteration 47Q: 3 clusters Score -2342504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2342503.750000 Penalty: 4768.115234
	Iteration 48F: 3 clusters Score -2342504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Entering Unmasked Estep 
Score: -2781509.000000 Penalty: 2438.666504
	Iteration 0F: 2 clusters Score -2781509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2768246.000000 Penalty: 4877.333008
	Iteration 0F: 3 clusters Score -2768246 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2773119.500000 Penalty: 4877.333008
	Iteration 1F: 3 clusters Score -2773120 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2773908.750000 Penalty: 4877.333008
	Iteration 2F: 3 clusters Score -2773909 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2774684.500000 Penalty: 4877.333008
	Iteration 3F: 3 clusters Score -2774684 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2775539.250000 Penalty: 4877.333008
	Iteration 4F: 3 clusters Score -2775539 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2776373.250000 Penalty: 4877.333008
	Iteration 5F: 3 clusters Score -2776373 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2777188.750000 Penalty: 4877.333008
	Iteration 6F: 3 clusters Score -2777189 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2777801.000000 Penalty: 4877.333008
	Iteration 7F: 3 clusters Score -2777801 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2778188.000000 Penalty: 4877.333008
	Iteration 8Q: 3 clusters Score -2778188 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2778446.250000 Penalty: 4877.333008
	Iteration 9Q: 3 clusters Score -2778446 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2778623.750000 Penalty: 4877.333008
	Iteration 10Q: 3 clusters Score -2778624 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2778780.000000 Penalty: 4877.333008
	Iteration 11Q: 3 clusters Score -2778780 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2778924.750000 Penalty: 4877.333008
	Iteration 12Q: 3 clusters Score -2778925 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2779074.000000 Penalty: 4877.333008
	Iteration 13Q: 3 clusters Score -2779074 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2779227.000000 Penalty: 4877.333008
	Iteration 14Q: 3 clusters Score -2779227 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2779398.750000 Penalty: 4877.333008
	Iteration 15Q: 3 clusters Score -2779399 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2779524.250000 Penalty: 4877.333008
	Iteration 16Q: 3 clusters Score -2779524 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2779621.250000 Penalty: 4877.333008
	Iteration 17Q: 3 clusters Score -2779621 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2779691.250000 Penalty: 4877.333008
	Iteration 18Q: 3 clusters Score -2779691 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2779753.500000 Penalty: 4877.333008
	Iteration 19Q: 3 clusters Score -2779754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2779792.500000 Penalty: 4877.333008
	Iteration 20F: 3 clusters Score -2779792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2779822.000000 Penalty: 4877.333008
	Iteration 21Q: 3 clusters Score -2779822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2779845.500000 Penalty: 4877.333008
	Iteration 22Q: 3 clusters Score -2779846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2779861.000000 Penalty: 4877.333008
	Iteration 23Q: 3 clusters Score -2779861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2779874.250000 Penalty: 4877.333008
	Iteration 24Q: 3 clusters Score -2779874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2779886.500000 Penalty: 4877.333008
	Iteration 25Q: 3 clusters Score -2779886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2779894.500000 Penalty: 4877.333008
	Iteration 26Q: 3 clusters Score -2779894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2779892.000000 Penalty: 4877.333008
	Iteration 27Q: 3 clusters Score -2779892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2779894.750000 Penalty: 4877.333008
	Iteration 28Q: 3 clusters Score -2779895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2779902.500000 Penalty: 4877.333008
	Iteration 29Q: 3 clusters Score -2779902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2779909.000000 Penalty: 4877.333008
	Iteration 30Q: 3 clusters Score -2779909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2779903.250000 Penalty: 4877.333008
	Iteration 31Q: 3 clusters Score -2779903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2779906.750000 Penalty: 4877.333008
	Iteration 32Q: 3 clusters Score -2779907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2779907.000000 Penalty: 4877.333008
	Iteration 33Q: 3 clusters Score -2779907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2779904.250000 Penalty: 4877.333008
	Iteration 34Q: 3 clusters Score -2779904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2779905.000000 Penalty: 4877.333008
	Iteration 35Q: 3 clusters Score -2779905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2779907.250000 Penalty: 4877.333008
	Iteration 36Q: 3 clusters Score -2779907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2779903.500000 Penalty: 4877.333008
	Iteration 37Q: 3 clusters Score -2779904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2779903.750000 Penalty: 4877.333008
	Iteration 38Q: 3 clusters Score -2779904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2779904.500000 Penalty: 4877.333008
	Iteration 39Q: 3 clusters Score -2779904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2779904.500000 Penalty: 4877.333008
	Iteration 40F: 3 clusters Score -2779904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Entering Unmasked Estep 
Score: -1059949.375000 Penalty: 2199.052002
	Iteration 0F: 2 clusters Score -1059949 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 3630 members 
Entering Unmasked Estep 
Score: -1054143.125000 Penalty: 4398.104004
	Iteration 0F: 3 clusters Score -1054143 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1055808.875000 Penalty: 4398.104004
	Iteration 1F: 3 clusters Score -1055809 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1056231.750000 Penalty: 4398.104004
	Iteration 2F: 3 clusters Score -1056232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1056660.500000 Penalty: 4398.104004
	Iteration 3F: 3 clusters Score -1056660 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1057167.375000 Penalty: 4398.104004
	Iteration 4F: 3 clusters Score -1057167 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1057718.375000 Penalty: 4398.104004
	Iteration 5F: 3 clusters Score -1057718 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1058208.500000 Penalty: 4398.104004
	Iteration 6F: 3 clusters Score -1058208 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1058680.625000 Penalty: 4398.104004
	Iteration 7F: 3 clusters Score -1058681 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1059115.000000 Penalty: 4398.104004
	Iteration 8Q: 3 clusters Score -1059115 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1059434.000000 Penalty: 4398.104004
	Iteration 9Q: 3 clusters Score -1059434 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1059648.125000 Penalty: 4398.104004
	Iteration 10Q: 3 clusters Score -1059648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1059742.375000 Penalty: 4398.104004
	Iteration 11Q: 3 clusters Score -1059742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1059790.375000 Penalty: 4398.104004
	Iteration 12Q: 3 clusters Score -1059790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1059814.625000 Penalty: 4398.104004
	Iteration 13Q: 3 clusters Score -1059815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1059826.875000 Penalty: 4398.104004
	Iteration 14Q: 3 clusters Score -1059827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1059841.875000 Penalty: 4398.104004
	Iteration 15Q: 3 clusters Score -1059842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1059848.875000 Penalty: 4398.104004
	Iteration 16Q: 3 clusters Score -1059849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1059855.625000 Penalty: 4398.104004
	Iteration 17Q: 3 clusters Score -1059856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1059861.875000 Penalty: 4398.104004
	Iteration 18Q: 3 clusters Score -1059862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1059866.750000 Penalty: 4398.104004
	Iteration 19Q: 3 clusters Score -1059867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1059869.625000 Penalty: 4398.104004
	Iteration 20F: 3 clusters Score -1059870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1059873.250000 Penalty: 4398.104004
	Iteration 21Q: 3 clusters Score -1059873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1059878.375000 Penalty: 4398.104004
	Iteration 22Q: 3 clusters Score -1059878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1059884.500000 Penalty: 4398.104004
	Iteration 23Q: 3 clusters Score -1059884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1059889.875000 Penalty: 4398.104004
	Iteration 24Q: 3 clusters Score -1059890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1059898.750000 Penalty: 4398.104004
	Iteration 25Q: 3 clusters Score -1059899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1059907.875000 Penalty: 4398.104004
	Iteration 26Q: 3 clusters Score -1059908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1059922.125000 Penalty: 4398.104004
	Iteration 27Q: 3 clusters Score -1059922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1059930.000000 Penalty: 4398.104004
	Iteration 28Q: 3 clusters Score -1059930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1059939.375000 Penalty: 4398.104004
	Iteration 29Q: 3 clusters Score -1059939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1059952.500000 Penalty: 4398.104004
	Iteration 30Q: 3 clusters Score -1059952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1059963.000000 Penalty: 4398.104004
	Iteration 31Q: 3 clusters Score -1059963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1059971.500000 Penalty: 4398.104004
	Iteration 32Q: 3 clusters Score -1059972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1059980.625000 Penalty: 4398.104004
	Iteration 33Q: 3 clusters Score -1059981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1059988.875000 Penalty: 4398.104004
	Iteration 34Q: 3 clusters Score -1059989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1059993.250000 Penalty: 4398.104004
	Iteration 35Q: 3 clusters Score -1059993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1059997.125000 Penalty: 4398.104004
	Iteration 36Q: 3 clusters Score -1059997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1059996.375000 Penalty: 4398.104004
	Iteration 37Q: 3 clusters Score -1059996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1059995.875000 Penalty: 4398.104004
	Iteration 38Q: 3 clusters Score -1059996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1059997.875000 Penalty: 4398.104004
	Iteration 39Q: 3 clusters Score -1059998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1059999.500000 Penalty: 4398.104004
	Iteration 40F: 3 clusters Score -1060000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1059999.375000 Penalty: 4398.104004
	Iteration 41Q: 3 clusters Score -1059999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1059999.000000 Penalty: 4398.104004
	Iteration 42Q: 3 clusters Score -1059999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1059999.875000 Penalty: 4398.104004
	Iteration 43Q: 3 clusters Score -1060000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1059999.875000 Penalty: 4398.104004
	Iteration 44F: 3 clusters Score -1060000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 2458 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 4637 members 
Entering Unmasked Estep 
Score: -120389496.000000 Penalty: 151630.234375
Splitting cluster 34 changes total score from -120390736.000000 to -120389496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -29858.591797 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -29858.59 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 116 members 
Entering Unmasked Estep 
Score: -28841.773438 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -28841.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29083.265625 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -29083.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29305.029297 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -29305.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -29345.984375 Penalty: 2752.341797
	Iteration 3F: 3 clusters Score -29345.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -29372.328125 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -29372.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -29403.017578 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -29403.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29411.605469 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -29411.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29411.605469 Penalty: 2752.341797
	Iteration 7F: 3 clusters Score -29411.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -363700.468750 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -363700.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -360775.000000 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -360775 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -361357.875000 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -361357.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -361504.187500 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -361504.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -361590.593750 Penalty: 3867.660156
	Iteration 3Q: 3 clusters Score -361590.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -361668.937500 Penalty: 3867.660156
	Iteration 4Q: 3 clusters Score -361668.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -361761.437500 Penalty: 3867.660156
	Iteration 5Q: 3 clusters Score -361761.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -361882.875000 Penalty: 3867.660156
	Iteration 6Q: 3 clusters Score -361882.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -362100.156250 Penalty: 3867.660156
	Iteration 7F: 3 clusters Score -362100.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -362536.343750 Penalty: 3867.660156
	Iteration 8F: 3 clusters Score -362536.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -363344.906250 Penalty: 3867.660156
	Iteration 9F: 3 clusters Score -363344.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -363971.062500 Penalty: 3867.660156
	Iteration 10F: 3 clusters Score -363971.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -364162.062500 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -364162.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -364282.218750 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -364282.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -364373.875000 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -364373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -364450.125000 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -364450.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -364494.281250 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -364494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -364517.687500 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -364517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -364538.375000 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -364538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -364546.750000 Penalty: 3867.660156
	Iteration 18Q: 3 clusters Score -364546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -364552.406250 Penalty: 3867.660156
	Iteration 19Q: 3 clusters Score -364552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -364554.937500 Penalty: 3867.660156
	Iteration 20F: 3 clusters Score -364554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1826 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 938 members 
Mstep: Class 45 contains 609 members 
Entering Unmasked Estep 
Score: -120390192.000000 Penalty: 151630.234375
Splitting cluster 36 changes total score from -120390736.000000 to -120390192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -152433.328125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -152433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -150513.390625 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -150513.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150779.078125 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -150779.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150847.296875 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -150847.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -150880.500000 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -150880.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150904.250000 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -150904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150915.265625 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -150915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150921.593750 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -150921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150928.312500 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -150928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150933.875000 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -150933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150938.953125 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -150939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150942.906250 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -150942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150946.937500 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -150946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150947.640625 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -150947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150947.640625 Penalty: 3431.181885
	Iteration 13F: 3 clusters Score -150947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -925803.875000 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -925803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -920553.312500 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -920553.3 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -921931.687500 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -921931.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -922197.687500 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -922197.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -922381.062500 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -922381.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -922550.062500 Penalty: 4330.182129
	Iteration 4Q: 3 clusters Score -922550.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -922692.187500 Penalty: 4330.182129
	Iteration 5Q: 3 clusters Score -922692.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -922804.437500 Penalty: 4330.182129
	Iteration 6Q: 3 clusters Score -922804.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -922909.562500 Penalty: 4330.182129
	Iteration 7Q: 3 clusters Score -922909.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -923002.000000 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -923002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -923084.187500 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -923084.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -923170.437500 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -923170.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -923259.187500 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -923259.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -923355.562500 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -923355.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -923458.000000 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -923458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -923562.875000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -923562.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -923658.125000 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -923658.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -923724.000000 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -923724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -923772.375000 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -923772.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -923815.875000 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -923815.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -923859.062500 Penalty: 4330.182129
	Iteration 19Q: 3 clusters Score -923859.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -923897.750000 Penalty: 4330.182129
	Iteration 20F: 3 clusters Score -923897.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -923930.562500 Penalty: 4330.182129
	Iteration 21Q: 3 clusters Score -923930.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -923954.250000 Penalty: 4330.182129
	Iteration 22Q: 3 clusters Score -923954.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -923977.937500 Penalty: 4330.182129
	Iteration 23Q: 3 clusters Score -923977.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -924001.812500 Penalty: 4330.182129
	Iteration 24Q: 3 clusters Score -924001.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -924035.312500 Penalty: 4330.182129
	Iteration 25Q: 3 clusters Score -924035.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -924053.937500 Penalty: 4330.182129
	Iteration 26Q: 3 clusters Score -924053.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -924075.437500 Penalty: 4330.182129
	Iteration 27Q: 3 clusters Score -924075.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -924094.937500 Penalty: 4330.182129
	Iteration 28Q: 3 clusters Score -924094.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -924114.312500 Penalty: 4330.182129
	Iteration 29Q: 3 clusters Score -924114.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -924132.187500 Penalty: 4330.182129
	Iteration 30Q: 3 clusters Score -924132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -924146.812500 Penalty: 4330.182129
	Iteration 31Q: 3 clusters Score -924146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -924158.312500 Penalty: 4330.182129
	Iteration 32Q: 3 clusters Score -924158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -924170.625000 Penalty: 4330.182129
	Iteration 33Q: 3 clusters Score -924170.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -924197.937500 Penalty: 4330.182129
	Iteration 34Q: 3 clusters Score -924197.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -924210.625000 Penalty: 4330.182129
	Iteration 35Q: 3 clusters Score -924210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -924234.250000 Penalty: 4330.182129
	Iteration 36Q: 3 clusters Score -924234.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -924246.625000 Penalty: 4330.182129
	Iteration 37Q: 3 clusters Score -924246.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -924253.250000 Penalty: 4330.182129
	Iteration 38Q: 3 clusters Score -924253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -924261.562500 Penalty: 4330.182129
	Iteration 39Q: 3 clusters Score -924261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -924277.000000 Penalty: 4330.182129
	Iteration 40F: 3 clusters Score -924277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -924302.812500 Penalty: 4330.182129
	Iteration 41Q: 3 clusters Score -924302.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -924319.312500 Penalty: 4330.182129
	Iteration 42Q: 3 clusters Score -924319.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -924331.062500 Penalty: 4330.182129
	Iteration 43Q: 3 clusters Score -924331.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -924335.062500 Penalty: 4330.182129
	Iteration 44Q: 3 clusters Score -924335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -924337.125000 Penalty: 4330.182129
	Iteration 45Q: 3 clusters Score -924337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -924338.437500 Penalty: 4330.182129
	Iteration 46Q: 3 clusters Score -924338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -924338.937500 Penalty: 4330.182129
	Iteration 47Q: 3 clusters Score -924338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -924341.187500 Penalty: 4330.182129
	Iteration 48Q: 3 clusters Score -924341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -924344.125000 Penalty: 4330.182129
	Iteration 49Q: 3 clusters Score -924344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -924347.125000 Penalty: 4330.182129
	Iteration 50Q: 3 clusters Score -924347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -924347.937500 Penalty: 4330.182129
	Iteration 51Q: 3 clusters Score -924347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -924347.312500 Penalty: 4330.182129
	Iteration 52Q: 3 clusters Score -924347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -924347.187500 Penalty: 4330.182129
	Iteration 53Q: 3 clusters Score -924347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -924348.375000 Penalty: 4330.182129
	Iteration 54Q: 3 clusters Score -924348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -924350.750000 Penalty: 4330.182129
	Iteration 55Q: 3 clusters Score -924350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -924352.750000 Penalty: 4330.182129
	Iteration 56Q: 3 clusters Score -924352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -924357.437500 Penalty: 4330.182129
	Iteration 57Q: 3 clusters Score -924357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -924357.250000 Penalty: 4330.182129
	Iteration 58Q: 3 clusters Score -924357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -924359.437500 Penalty: 4330.182129
	Iteration 59Q: 3 clusters Score -924359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -924363.625000 Penalty: 4330.182129
	Iteration 60F: 3 clusters Score -924363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -924363.500000 Penalty: 4330.182129
	Iteration 61Q: 3 clusters Score -924363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -924366.000000 Penalty: 4330.182129
	Iteration 62Q: 3 clusters Score -924366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -924364.937500 Penalty: 4330.182129
	Iteration 63Q: 3 clusters Score -924364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -924364.937500 Penalty: 4330.182129
	Iteration 64F: 3 clusters Score -924364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Entering Unmasked Estep 
Score: -5890193.500000 Penalty: 2614.623779
	Iteration 0F: 2 clusters Score -5890194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5864377.000000 Penalty: 5229.247559
	Iteration 0F: 3 clusters Score -5864377 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5874014.500000 Penalty: 5229.247559
	Iteration 1F: 3 clusters Score -5874014 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5874754.000000 Penalty: 5229.247559
	Iteration 2Q: 3 clusters Score -5874754 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5875570.000000 Penalty: 5229.247559
	Iteration 3Q: 3 clusters Score -5875570 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5876431.500000 Penalty: 5229.247559
	Iteration 4F: 3 clusters Score -5876432 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5877401.000000 Penalty: 5229.247559
	Iteration 5Q: 3 clusters Score -5877401 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5878461.000000 Penalty: 5229.247559
	Iteration 6F: 3 clusters Score -5878461 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5879710.000000 Penalty: 5229.247559
	Iteration 7F: 3 clusters Score -5879710 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5881124.000000 Penalty: 5229.247559
	Iteration 8F: 3 clusters Score -5881124 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5882608.500000 Penalty: 5229.247559
	Iteration 9F: 3 clusters Score -5882608 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5883892.500000 Penalty: 5229.247559
	Iteration 10Q: 3 clusters Score -5883892 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5884907.500000 Penalty: 5229.247559
	Iteration 11Q: 3 clusters Score -5884908 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5885621.000000 Penalty: 5229.247559
	Iteration 12Q: 3 clusters Score -5885621 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5886102.000000 Penalty: 5229.247559
	Iteration 13Q: 3 clusters Score -5886102 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5886390.500000 Penalty: 5229.247559
	Iteration 14Q: 3 clusters Score -5886390 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5886586.500000 Penalty: 5229.247559
	Iteration 15Q: 3 clusters Score -5886586 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5886748.500000 Penalty: 5229.247559
	Iteration 16Q: 3 clusters Score -5886748 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -5886899.500000 Penalty: 5229.247559
	Iteration 17Q: 3 clusters Score -5886900 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -5887037.500000 Penalty: 5229.247559
	Iteration 18Q: 3 clusters Score -5887038 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -5887155.000000 Penalty: 5229.247559
	Iteration 19Q: 3 clusters Score -5887155 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5887295.000000 Penalty: 5229.247559
	Iteration 20F: 3 clusters Score -5887295 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -5887390.500000 Penalty: 5229.247559
	Iteration 21Q: 3 clusters Score -5887390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5887468.500000 Penalty: 5229.247559
	Iteration 22Q: 3 clusters Score -5887468 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5887557.000000 Penalty: 5229.247559
	Iteration 23Q: 3 clusters Score -5887557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5887623.500000 Penalty: 5229.247559
	Iteration 24Q: 3 clusters Score -5887624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5887692.500000 Penalty: 5229.247559
	Iteration 25Q: 3 clusters Score -5887692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -5887726.000000 Penalty: 5229.247559
	Iteration 26Q: 3 clusters Score -5887726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5887765.500000 Penalty: 5229.247559
	Iteration 27Q: 3 clusters Score -5887766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5887799.000000 Penalty: 5229.247559
	Iteration 28Q: 3 clusters Score -5887799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5887818.000000 Penalty: 5229.247559
	Iteration 29Q: 3 clusters Score -5887818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -5887838.500000 Penalty: 5229.247559
	Iteration 30Q: 3 clusters Score -5887838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5887847.500000 Penalty: 5229.247559
	Iteration 31Q: 3 clusters Score -5887848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5887853.000000 Penalty: 5229.247559
	Iteration 32Q: 3 clusters Score -5887853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -5887861.500000 Penalty: 5229.247559
	Iteration 33Q: 3 clusters Score -5887862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5887878.000000 Penalty: 5229.247559
	Iteration 34Q: 3 clusters Score -5887878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5887894.500000 Penalty: 5229.247559
	Iteration 35Q: 3 clusters Score -5887894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5887918.000000 Penalty: 5229.247559
	Iteration 36Q: 3 clusters Score -5887918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5887928.000000 Penalty: 5229.247559
	Iteration 37Q: 3 clusters Score -5887928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5887938.000000 Penalty: 5229.247559
	Iteration 38Q: 3 clusters Score -5887938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5887940.500000 Penalty: 5229.247559
	Iteration 39Q: 3 clusters Score -5887940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5887941.000000 Penalty: 5229.247559
	Iteration 40F: 3 clusters Score -5887941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5887944.000000 Penalty: 5229.247559
	Iteration 41Q: 3 clusters Score -5887944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5887945.500000 Penalty: 5229.247559
	Iteration 42Q: 3 clusters Score -5887946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5887949.500000 Penalty: 5229.247559
	Iteration 43Q: 3 clusters Score -5887950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5887950.000000 Penalty: 5229.247559
	Iteration 44Q: 3 clusters Score -5887950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5887947.500000 Penalty: 5229.247559
	Iteration 45Q: 3 clusters Score -5887948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5887947.500000 Penalty: 5229.247559
	Iteration 46F: 3 clusters Score -5887948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -916309.812500 Penalty: 2161.253662
	Iteration 0F: 2 clusters Score -916309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -911104.812500 Penalty: 4322.507324
	Iteration 0F: 3 clusters Score -911104.8 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -912480.062500 Penalty: 4322.507324
	Iteration 1F: 3 clusters Score -912480.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -912737.437500 Penalty: 4322.507324
	Iteration 2F: 3 clusters Score -912737.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -912947.375000 Penalty: 4322.507324
	Iteration 3F: 3 clusters Score -912947.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -913119.812500 Penalty: 4322.507324
	Iteration 4F: 3 clusters Score -913119.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -913263.812500 Penalty: 4322.507324
	Iteration 5Q: 3 clusters Score -913263.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -913404.812500 Penalty: 4322.507324
	Iteration 6Q: 3 clusters Score -913404.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -913527.125000 Penalty: 4322.507324
	Iteration 7Q: 3 clusters Score -913527.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -913628.250000 Penalty: 4322.507324
	Iteration 8Q: 3 clusters Score -913628.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -913723.312500 Penalty: 4322.507324
	Iteration 9Q: 3 clusters Score -913723.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -913810.562500 Penalty: 4322.507324
	Iteration 10Q: 3 clusters Score -913810.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -913906.500000 Penalty: 4322.507324
	Iteration 11Q: 3 clusters Score -913906.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -914001.187500 Penalty: 4322.507324
	Iteration 12Q: 3 clusters Score -914001.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -914076.437500 Penalty: 4322.507324
	Iteration 13Q: 3 clusters Score -914076.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -914153.312500 Penalty: 4322.507324
	Iteration 14Q: 3 clusters Score -914153.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -914231.187500 Penalty: 4322.507324
	Iteration 15Q: 3 clusters Score -914231.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -914310.125000 Penalty: 4322.507324
	Iteration 16Q: 3 clusters Score -914310.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -914396.125000 Penalty: 4322.507324
	Iteration 17Q: 3 clusters Score -914396.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -914478.750000 Penalty: 4322.507324
	Iteration 18Q: 3 clusters Score -914478.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -914526.750000 Penalty: 4322.507324
	Iteration 19Q: 3 clusters Score -914526.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -914562.875000 Penalty: 4322.507324
	Iteration 20F: 3 clusters Score -914562.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -914592.687500 Penalty: 4322.507324
	Iteration 21Q: 3 clusters Score -914592.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -914607.937500 Penalty: 4322.507324
	Iteration 22Q: 3 clusters Score -914607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -914628.437500 Penalty: 4322.507324
	Iteration 23Q: 3 clusters Score -914628.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -914642.750000 Penalty: 4322.507324
	Iteration 24Q: 3 clusters Score -914642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -914654.750000 Penalty: 4322.507324
	Iteration 25Q: 3 clusters Score -914654.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -914665.875000 Penalty: 4322.507324
	Iteration 26Q: 3 clusters Score -914665.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -914677.687500 Penalty: 4322.507324
	Iteration 27Q: 3 clusters Score -914677.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -914691.312500 Penalty: 4322.507324
	Iteration 28Q: 3 clusters Score -914691.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -914700.562500 Penalty: 4322.507324
	Iteration 29Q: 3 clusters Score -914700.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -914710.000000 Penalty: 4322.507324
	Iteration 30Q: 3 clusters Score -914710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -914722.062500 Penalty: 4322.507324
	Iteration 31Q: 3 clusters Score -914722.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -914730.187500 Penalty: 4322.507324
	Iteration 32Q: 3 clusters Score -914730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -914738.437500 Penalty: 4322.507324
	Iteration 33Q: 3 clusters Score -914738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -914743.187500 Penalty: 4322.507324
	Iteration 34Q: 3 clusters Score -914743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -914745.187500 Penalty: 4322.507324
	Iteration 35Q: 3 clusters Score -914745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -914744.562500 Penalty: 4322.507324
	Iteration 36Q: 3 clusters Score -914744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -914744.750000 Penalty: 4322.507324
	Iteration 37Q: 3 clusters Score -914744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -914745.000000 Penalty: 4322.507324
	Iteration 38Q: 3 clusters Score -914745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -914745.687500 Penalty: 4322.507324
	Iteration 39Q: 3 clusters Score -914745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -914745.687500 Penalty: 4322.507324
	Iteration 40F: 3 clusters Score -914745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -166385.234375 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -166385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -164396.421875 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -164396.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -164702.578125 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -164702.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -164788.406250 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -164788.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -164857.015625 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -164857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -164922.625000 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -164922.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164965.562500 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -164965.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -165009.890625 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -165009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165055.187500 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -165055.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165116.171875 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -165116.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -165191.562500 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -165191.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -165267.703125 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -165267.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165312.171875 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -165312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165348.828125 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -165348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165370.359375 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -165370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -165387.234375 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -165387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165399.296875 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -165399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165408.609375 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -165408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165415.046875 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -165415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165415.593750 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -165415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165417.500000 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -165417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -165419.296875 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -165419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165420.312500 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -165420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165423.187500 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -165423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -165432.203125 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -165432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -165437.625000 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -165437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -165441.015625 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -165441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -165448.718750 Penalty: 3486.427490
	Iteration 26Q: 3 clusters Score -165448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165449.921875 Penalty: 3486.427490
	Iteration 27Q: 3 clusters Score -165449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165452.265625 Penalty: 3486.427490
	Iteration 28Q: 3 clusters Score -165452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -165452.968750 Penalty: 3486.427490
	Iteration 29Q: 3 clusters Score -165453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -165452.968750 Penalty: 3486.427490
	Iteration 30F: 3 clusters Score -165453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -1716687.500000 Penalty: 2325.590088
	Iteration 0F: 2 clusters Score -1716688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1707869.000000 Penalty: 4651.180176
	Iteration 0F: 3 clusters Score -1707869 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1711069.750000 Penalty: 4651.180176
	Iteration 1F: 3 clusters Score -1711070 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1711996.000000 Penalty: 4651.180176
	Iteration 2F: 3 clusters Score -1711996 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1712793.875000 Penalty: 4651.180176
	Iteration 3F: 3 clusters Score -1712794 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1713393.500000 Penalty: 4651.180176
	Iteration 4F: 3 clusters Score -1713394 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1713822.000000 Penalty: 4651.180176
	Iteration 5F: 3 clusters Score -1713822 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1714103.000000 Penalty: 4651.180176
	Iteration 6Q: 3 clusters Score -1714103 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1714318.500000 Penalty: 4651.180176
	Iteration 7Q: 3 clusters Score -1714318 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1714466.000000 Penalty: 4651.180176
	Iteration 8Q: 3 clusters Score -1714466 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1714565.250000 Penalty: 4651.180176
	Iteration 9Q: 3 clusters Score -1714565 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1714662.250000 Penalty: 4651.180176
	Iteration 10Q: 3 clusters Score -1714662 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1714738.125000 Penalty: 4651.180176
	Iteration 11Q: 3 clusters Score -1714738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1714797.500000 Penalty: 4651.180176
	Iteration 12Q: 3 clusters Score -1714798 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1714844.375000 Penalty: 4651.180176
	Iteration 13Q: 3 clusters Score -1714844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1714866.125000 Penalty: 4651.180176
	Iteration 14Q: 3 clusters Score -1714866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1714889.000000 Penalty: 4651.180176
	Iteration 15Q: 3 clusters Score -1714889 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1714909.000000 Penalty: 4651.180176
	Iteration 16Q: 3 clusters Score -1714909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1714930.125000 Penalty: 4651.180176
	Iteration 17Q: 3 clusters Score -1714930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1714934.375000 Penalty: 4651.180176
	Iteration 18Q: 3 clusters Score -1714934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1714940.000000 Penalty: 4651.180176
	Iteration 19Q: 3 clusters Score -1714940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1714943.625000 Penalty: 4651.180176
	Iteration 20F: 3 clusters Score -1714944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1714951.125000 Penalty: 4651.180176
	Iteration 21Q: 3 clusters Score -1714951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1714964.000000 Penalty: 4651.180176
	Iteration 22Q: 3 clusters Score -1714964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1714964.625000 Penalty: 4651.180176
	Iteration 23Q: 3 clusters Score -1714965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1714965.875000 Penalty: 4651.180176
	Iteration 24Q: 3 clusters Score -1714966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1714970.125000 Penalty: 4651.180176
	Iteration 25Q: 3 clusters Score -1714970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1714970.125000 Penalty: 4651.180176
	Iteration 26Q: 3 clusters Score -1714970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1714969.875000 Penalty: 4651.180176
	Iteration 27Q: 3 clusters Score -1714970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1714977.250000 Penalty: 4651.180176
	Iteration 28Q: 3 clusters Score -1714977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1714979.125000 Penalty: 4651.180176
	Iteration 29Q: 3 clusters Score -1714979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1714982.250000 Penalty: 4651.180176
	Iteration 30Q: 3 clusters Score -1714982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1714985.375000 Penalty: 4651.180176
	Iteration 31Q: 3 clusters Score -1714985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1714984.625000 Penalty: 4651.180176
	Iteration 32Q: 3 clusters Score -1714985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1714986.500000 Penalty: 4651.180176
	Iteration 33Q: 3 clusters Score -1714986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1714990.125000 Penalty: 4651.180176
	Iteration 34Q: 3 clusters Score -1714990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1714990.375000 Penalty: 4651.180176
	Iteration 35Q: 3 clusters Score -1714990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1714994.625000 Penalty: 4651.180176
	Iteration 36Q: 3 clusters Score -1714995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1715003.250000 Penalty: 4651.180176
	Iteration 37Q: 3 clusters Score -1715003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1715005.500000 Penalty: 4651.180176
	Iteration 38Q: 3 clusters Score -1715006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1715013.500000 Penalty: 4651.180176
	Iteration 39Q: 3 clusters Score -1715014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1715020.250000 Penalty: 4651.180176
	Iteration 40F: 3 clusters Score -1715020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1715025.500000 Penalty: 4651.180176
	Iteration 41Q: 3 clusters Score -1715026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1715028.875000 Penalty: 4651.180176
	Iteration 42Q: 3 clusters Score -1715029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1715031.375000 Penalty: 4651.180176
	Iteration 43Q: 3 clusters Score -1715031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1715036.375000 Penalty: 4651.180176
	Iteration 44Q: 3 clusters Score -1715036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1715040.125000 Penalty: 4651.180176
	Iteration 45Q: 3 clusters Score -1715040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1715045.375000 Penalty: 4651.180176
	Iteration 46Q: 3 clusters Score -1715045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1715045.750000 Penalty: 4651.180176
	Iteration 47Q: 3 clusters Score -1715046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1715048.875000 Penalty: 4651.180176
	Iteration 48Q: 3 clusters Score -1715049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1715048.000000 Penalty: 4651.180176
	Iteration 49Q: 3 clusters Score -1715048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1715047.625000 Penalty: 4651.180176
	Iteration 50Q: 3 clusters Score -1715048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1715047.250000 Penalty: 4651.180176
	Iteration 51Q: 3 clusters Score -1715047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1715055.500000 Penalty: 4651.180176
	Iteration 52Q: 3 clusters Score -1715056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1715056.000000 Penalty: 4651.180176
	Iteration 53Q: 3 clusters Score -1715056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1715054.375000 Penalty: 4651.180176
	Iteration 54Q: 3 clusters Score -1715054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1715058.875000 Penalty: 4651.180176
	Iteration 55Q: 3 clusters Score -1715059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1715063.125000 Penalty: 4651.180176
	Iteration 56Q: 3 clusters Score -1715063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1715061.625000 Penalty: 4651.180176
	Iteration 57Q: 3 clusters Score -1715062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1715061.000000 Penalty: 4651.180176
	Iteration 58Q: 3 clusters Score -1715061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1715061.750000 Penalty: 4651.180176
	Iteration 59Q: 3 clusters Score -1715062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1715062.125000 Penalty: 4651.180176
	Iteration 60F: 3 clusters Score -1715062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1715064.375000 Penalty: 4651.180176
	Iteration 61Q: 3 clusters Score -1715064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1715067.000000 Penalty: 4651.180176
	Iteration 62Q: 3 clusters Score -1715067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1715064.875000 Penalty: 4651.180176
	Iteration 63Q: 3 clusters Score -1715065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1715067.625000 Penalty: 4651.180176
	Iteration 64Q: 3 clusters Score -1715068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1715068.000000 Penalty: 4651.180176
	Iteration 65Q: 3 clusters Score -1715068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1715069.625000 Penalty: 4651.180176
	Iteration 66Q: 3 clusters Score -1715070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1715068.500000 Penalty: 4651.180176
	Iteration 67Q: 3 clusters Score -1715068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1715066.875000 Penalty: 4651.180176
	Iteration 68Q: 3 clusters Score -1715067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1715066.875000 Penalty: 4651.180176
	Iteration 69F: 3 clusters Score -1715067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Entering Unmasked Estep 
Score: -1274904.875000 Penalty: 2240.540771
	Iteration 0F: 2 clusters Score -1274905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1268249.000000 Penalty: 4481.081543
	Iteration 0F: 3 clusters Score -1268249 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1270133.000000 Penalty: 4481.081543
	Iteration 1F: 3 clusters Score -1270133 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1270455.000000 Penalty: 4481.081543
	Iteration 2F: 3 clusters Score -1270455 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1270698.625000 Penalty: 4481.081543
	Iteration 3F: 3 clusters Score -1270699 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1270935.125000 Penalty: 4481.081543
	Iteration 4Q: 3 clusters Score -1270935 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1271143.000000 Penalty: 4481.081543
	Iteration 5Q: 3 clusters Score -1271143 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1271359.750000 Penalty: 4481.081543
	Iteration 6Q: 3 clusters Score -1271360 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1271570.250000 Penalty: 4481.081543
	Iteration 7Q: 3 clusters Score -1271570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1271769.625000 Penalty: 4481.081543
	Iteration 8Q: 3 clusters Score -1271770 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1271936.375000 Penalty: 4481.081543
	Iteration 9Q: 3 clusters Score -1271936 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1272100.250000 Penalty: 4481.081543
	Iteration 10Q: 3 clusters Score -1272100 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1272247.500000 Penalty: 4481.081543
	Iteration 11Q: 3 clusters Score -1272248 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1272373.750000 Penalty: 4481.081543
	Iteration 12Q: 3 clusters Score -1272374 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1272481.500000 Penalty: 4481.081543
	Iteration 13Q: 3 clusters Score -1272482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1272582.750000 Penalty: 4481.081543
	Iteration 14Q: 3 clusters Score -1272583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1272646.875000 Penalty: 4481.081543
	Iteration 15Q: 3 clusters Score -1272647 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1272695.875000 Penalty: 4481.081543
	Iteration 16Q: 3 clusters Score -1272696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1272729.625000 Penalty: 4481.081543
	Iteration 17Q: 3 clusters Score -1272730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1272743.500000 Penalty: 4481.081543
	Iteration 18Q: 3 clusters Score -1272744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1272764.750000 Penalty: 4481.081543
	Iteration 19Q: 3 clusters Score -1272765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1272772.750000 Penalty: 4481.081543
	Iteration 20F: 3 clusters Score -1272773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1272782.125000 Penalty: 4481.081543
	Iteration 21Q: 3 clusters Score -1272782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1272787.625000 Penalty: 4481.081543
	Iteration 22Q: 3 clusters Score -1272788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1272798.375000 Penalty: 4481.081543
	Iteration 23Q: 3 clusters Score -1272798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1272809.875000 Penalty: 4481.081543
	Iteration 24Q: 3 clusters Score -1272810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1272822.500000 Penalty: 4481.081543
	Iteration 25Q: 3 clusters Score -1272822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1272832.250000 Penalty: 4481.081543
	Iteration 26Q: 3 clusters Score -1272832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1272842.625000 Penalty: 4481.081543
	Iteration 27Q: 3 clusters Score -1272843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1272855.500000 Penalty: 4481.081543
	Iteration 28Q: 3 clusters Score -1272856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1272865.250000 Penalty: 4481.081543
	Iteration 29Q: 3 clusters Score -1272865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1272882.500000 Penalty: 4481.081543
	Iteration 30Q: 3 clusters Score -1272882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1272898.250000 Penalty: 4481.081543
	Iteration 31Q: 3 clusters Score -1272898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1272909.000000 Penalty: 4481.081543
	Iteration 32Q: 3 clusters Score -1272909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1272923.000000 Penalty: 4481.081543
	Iteration 33Q: 3 clusters Score -1272923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1272932.750000 Penalty: 4481.081543
	Iteration 34Q: 3 clusters Score -1272933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1272939.375000 Penalty: 4481.081543
	Iteration 35Q: 3 clusters Score -1272939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1272951.625000 Penalty: 4481.081543
	Iteration 36Q: 3 clusters Score -1272952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1272962.500000 Penalty: 4481.081543
	Iteration 37Q: 3 clusters Score -1272962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1272972.875000 Penalty: 4481.081543
	Iteration 38Q: 3 clusters Score -1272973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1272977.125000 Penalty: 4481.081543
	Iteration 39Q: 3 clusters Score -1272977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1272981.250000 Penalty: 4481.081543
	Iteration 40F: 3 clusters Score -1272981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1272993.375000 Penalty: 4481.081543
	Iteration 41Q: 3 clusters Score -1272993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1272995.625000 Penalty: 4481.081543
	Iteration 42Q: 3 clusters Score -1272996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1273002.000000 Penalty: 4481.081543
	Iteration 43Q: 3 clusters Score -1273002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1273006.375000 Penalty: 4481.081543
	Iteration 44Q: 3 clusters Score -1273006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1273010.875000 Penalty: 4481.081543
	Iteration 45Q: 3 clusters Score -1273011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1273014.875000 Penalty: 4481.081543
	Iteration 46Q: 3 clusters Score -1273015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1273015.750000 Penalty: 4481.081543
	Iteration 47Q: 3 clusters Score -1273016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1273016.750000 Penalty: 4481.081543
	Iteration 48Q: 3 clusters Score -1273017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1273020.000000 Penalty: 4481.081543
	Iteration 49Q: 3 clusters Score -1273020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1273019.875000 Penalty: 4481.081543
	Iteration 50Q: 3 clusters Score -1273020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1273029.250000 Penalty: 4481.081543
	Iteration 51Q: 3 clusters Score -1273029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1273030.000000 Penalty: 4481.081543
	Iteration 52Q: 3 clusters Score -1273030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1273029.750000 Penalty: 4481.081543
	Iteration 53Q: 3 clusters Score -1273030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1273030.500000 Penalty: 4481.081543
	Iteration 54Q: 3 clusters Score -1273030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1273032.500000 Penalty: 4481.081543
	Iteration 55Q: 3 clusters Score -1273032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1273034.000000 Penalty: 4481.081543
	Iteration 56Q: 3 clusters Score -1273034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1273033.000000 Penalty: 4481.081543
	Iteration 57Q: 3 clusters Score -1273033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1273033.500000 Penalty: 4481.081543
	Iteration 58Q: 3 clusters Score -1273034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1273034.375000 Penalty: 4481.081543
	Iteration 59Q: 3 clusters Score -1273034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1273036.500000 Penalty: 4481.081543
	Iteration 60F: 3 clusters Score -1273036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1273036.500000 Penalty: 4481.081543
	Iteration 61Q: 3 clusters Score -1273036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1273038.250000 Penalty: 4481.081543
	Iteration 62Q: 3 clusters Score -1273038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1273040.250000 Penalty: 4481.081543
	Iteration 63Q: 3 clusters Score -1273040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1273039.375000 Penalty: 4481.081543
	Iteration 64Q: 3 clusters Score -1273039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1273039.375000 Penalty: 4481.081543
	Iteration 65F: 3 clusters Score -1273039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -140064.656250 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -140064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -138198.062500 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -138198.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138525.500000 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -138525.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -138689.656250 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -138689.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -138823.187500 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -138823.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138976.062500 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -138976.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -139078.140625 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -139078.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139128.406250 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -139128.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139155.890625 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -139155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -139177.859375 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -139177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139199.296875 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -139199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139212.406250 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -139212.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139241.109375 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -139241.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139253.921875 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -139253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139262.140625 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -139262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139271.796875 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -139271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139279.015625 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -139279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139288.750000 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -139288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139296.015625 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -139296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139303.140625 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -139303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139307.812500 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -139307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139315.187500 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -139315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139331.062500 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -139331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139349.187500 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -139349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139373.515625 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -139373.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139395.078125 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -139395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139422.109375 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -139422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139461.078125 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -139461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139540.875000 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -139540.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139670.359375 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -139670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139845.062500 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -139845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139996.156250 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -139996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140106.343750 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -140106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140140.671875 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -140140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140149.828125 Penalty: 3394.500000
	Iteration 33Q: 3 clusters Score -140149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140152.218750 Penalty: 3394.500000
	Iteration 34F: 3 clusters Score -140152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140155.078125 Penalty: 3394.500000
	Iteration 35Q: 3 clusters Score -140155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140155.078125 Penalty: 3394.500000
	Iteration 36F: 3 clusters Score -140155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 62719 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 20234 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 272 members 
Mstep: Class 13 contains 44752 members 
Mstep: Class 14 contains 52939 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 102414 members 
Mstep: Class 19 contains 16361 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 56335 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 16419 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85333 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 14960 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 2435 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 37905 members 
Mstep: Class 40 contains 6092 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 11818 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 603 members 
Entering Unmasked Estep 
Score: -120389064.000000 Penalty: 151630.234375
Splitting cluster 44 changes total score from -120390736.000000 to -120389064.000000
So it's not getting split.
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364708576.000000 Penalty: 160248.734375
20->45 Clusters: Score -364708576.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 39952 members 
Mstep: Class 3 contains 39723 members 
Mstep: Class 4 contains 39609 members 
Mstep: Class 5 contains 39552 members 
Mstep: Class 6 contains 40146 members 
Mstep: Class 7 contains 39587 members 
Mstep: Class 8 contains 39787 members 
Mstep: Class 9 contains 39924 members 
Mstep: Class 10 contains 39567 members 
Mstep: Class 11 contains 39859 members 
Mstep: Class 12 contains 39829 members 
Mstep: Class 13 contains 39691 members 
Mstep: Class 14 contains 39917 members 
Mstep: Class 15 contains 39796 members 
Mstep: Class 16 contains 39614 members 
Mstep: Class 17 contains 39556 members 
Mstep: Class 18 contains 39785 members 
Mstep: Class 19 contains 39774 members 
Mstep: Class 20 contains 39997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 822.630249 but Gain 3369.562500
Score: -114298496.000000 Penalty: 64021.656250
Iteration 0F: 20 clusters Score -1.142985e+08 nChanged 755596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1006 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 26749 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 5 contains 53560 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 11160 members 
Mstep: Class 8 contains 16790 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 92055 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 10745 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 428819 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 91187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2201.702637 but Gain 3369.562500
Score: -117409200.000000 Penalty: 60652.093750
Iteration 1F: 19 clusters Score -1.174092e+08 nChanged 270454
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 30262 members 
Mstep: Class 3 contains 7884 members 
Mstep: Class 5 contains 67495 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 18422 members 
Mstep: Class 9 contains 4641 members 
Mstep: Class 10 contains 110472 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 6161 members 
Mstep: Class 13 contains 12498 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 330987 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 163396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3258.099365 but Gain 3369.558594
Score: -118365568.000000 Penalty: 57282.535156
Iteration 2F: 18 clusters Score -1.183656e+08 nChanged 237733
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 36473 members 
Mstep: Class 3 contains 12586 members 
Mstep: Class 5 contains 84607 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 91582 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 8179 members 
Mstep: Class 13 contains 11713 members 
Mstep: Class 14 contains 32213 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 242385 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 224882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119019376.000000 Penalty: 57282.535156
Iteration 3F: 18 clusters Score -1.190194e+08 nChanged 162502
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 43624 members 
Mstep: Class 3 contains 19764 members 
Mstep: Class 5 contains 100594 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 23450 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 68451 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 10213 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 53275 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 17 contains 199263 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 238790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119348856.000000 Penalty: 57282.535156
Iteration 4F: 18 clusters Score -1.193489e+08 nChanged 103191
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 51855 members 
Mstep: Class 3 contains 27334 members 
Mstep: Class 5 contains 115173 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 28336 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 55862 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 12135 members 
Mstep: Class 13 contains 3701 members 
Mstep: Class 14 contains 61676 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 171303 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 234911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119522888.000000 Penalty: 57282.535156
Iteration 5F: 18 clusters Score -1.195229e+08 nChanged 76055
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 61371 members 
Mstep: Class 3 contains 34095 members 
Mstep: Class 5 contains 126952 members 
Mstep: Class 7 contains 4167 members 
Mstep: Class 8 contains 32337 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 50563 members 
Mstep: Class 11 contains 12888 members 
Mstep: Class 12 contains 13774 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 66682 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 145341 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 225737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119644352.000000 Penalty: 57282.535156
Iteration 6F: 18 clusters Score -1.196444e+08 nChanged 63846
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 70720 members 
Mstep: Class 3 contains 41985 members 
Mstep: Class 5 contains 133344 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 48025 members 
Mstep: Class 11 contains 14634 members 
Mstep: Class 12 contains 15151 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 70933 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 123106 members 
Mstep: Class 19 contains 3333 members 
Mstep: Class 20 contains 215385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119738656.000000 Penalty: 57282.535156
Iteration 7F: 18 clusters Score -1.197387e+08 nChanged 55505
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 78401 members 
Mstep: Class 3 contains 51409 members 
Mstep: Class 5 contains 132150 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 36707 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 47261 members 
Mstep: Class 11 contains 16448 members 
Mstep: Class 12 contains 16295 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 76318 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 106575 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 204362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119794536.000000 Penalty: 57282.535156
Iteration 8F: 18 clusters Score -1.197945e+08 nChanged 54565
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 85956 members 
Mstep: Class 3 contains 60741 members 
Mstep: Class 5 contains 129119 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 37940 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 47776 members 
Mstep: Class 11 contains 18373 members 
Mstep: Class 12 contains 17125 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 83486 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 90633 members 
Mstep: Class 19 contains 5538 members 
Mstep: Class 20 contains 191390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119852096.000000 Penalty: 57282.535156
Iteration 9F: 18 clusters Score -1.198521e+08 nChanged 49928
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 93148 members 
Mstep: Class 3 contains 67929 members 
Mstep: Class 5 contains 128305 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 38801 members 
Mstep: Class 9 contains 1707 members 
Mstep: Class 10 contains 48212 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 17656 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 92272 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 74495 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 176915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119913920.000000 Penalty: 57282.535156
Iteration 10F: 18 clusters Score -1.199139e+08 nChanged 45778
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 99545 members 
Mstep: Class 3 contains 71924 members 
Mstep: Class 5 contains 130297 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 39308 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 48061 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 18127 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 101875 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 59676 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 161959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119970488.000000 Penalty: 57282.535156
Iteration 11F: 18 clusters Score -1.199705e+08 nChanged 41286
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 105065 members 
Mstep: Class 3 contains 73601 members 
Mstep: Class 5 contains 133155 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 39576 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 47681 members 
Mstep: Class 11 contains 22186 members 
Mstep: Class 12 contains 18696 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 110010 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 17 contains 47021 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 20 contains 148813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120020184.000000 Penalty: 57282.535156
Iteration 12F: 18 clusters Score -1.200202e+08 nChanged 35491
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 109684 members 
Mstep: Class 3 contains 74082 members 
Mstep: Class 5 contains 135395 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 39525 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 47151 members 
Mstep: Class 11 contains 22476 members 
Mstep: Class 12 contains 19279 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 115540 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 36749 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 139943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120059040.000000 Penalty: 57282.535156
Iteration 13Q: 18 clusters Score -1.20059e+08 nChanged 30106
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 113240 members 
Mstep: Class 3 contains 74103 members 
Mstep: Class 5 contains 136778 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 39232 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 46534 members 
Mstep: Class 11 contains 22849 members 
Mstep: Class 12 contains 19755 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 118866 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 28540 members 
Mstep: Class 19 contains 12905 members 
Mstep: Class 20 contains 134020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120082960.000000 Penalty: 57282.535156
Iteration 14Q: 18 clusters Score -1.20083e+08 nChanged 25114
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 115906 members 
Mstep: Class 3 contains 73891 members 
Mstep: Class 5 contains 137423 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 38813 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 45938 members 
Mstep: Class 11 contains 23434 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 120993 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 4596 members 
Mstep: Class 17 contains 22104 members 
Mstep: Class 19 contains 14241 members 
Mstep: Class 20 contains 129396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120101264.000000 Penalty: 57282.535156
Iteration 15Q: 18 clusters Score -1.201013e+08 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 117755 members 
Mstep: Class 3 contains 73664 members 
Mstep: Class 5 contains 137542 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 38366 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 20320 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 122345 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 17076 members 
Mstep: Class 19 contains 15344 members 
Mstep: Class 20 contains 125636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120115656.000000 Penalty: 57282.535156
Iteration 16Q: 18 clusters Score -1.201157e+08 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 119015 members 
Mstep: Class 3 contains 73445 members 
Mstep: Class 5 contains 137293 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 37837 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 45326 members 
Mstep: Class 11 contains 25382 members 
Mstep: Class 12 contains 20513 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 123243 members 
Mstep: Class 15 contains 1251 members 
Mstep: Class 16 contains 4661 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 19 contains 16387 members 
Mstep: Class 20 contains 122805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120124880.000000 Penalty: 57282.535156
Iteration 17Q: 18 clusters Score -1.201249e+08 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 119800 members 
Mstep: Class 3 contains 73257 members 
Mstep: Class 5 contains 136872 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 37366 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 45237 members 
Mstep: Class 11 contains 26525 members 
Mstep: Class 12 contains 20615 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 123786 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 4696 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 19 contains 17277 members 
Mstep: Class 20 contains 120791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120131176.000000 Penalty: 57282.535156
Iteration 18Q: 18 clusters Score -1.201312e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 120236 members 
Mstep: Class 3 contains 73074 members 
Mstep: Class 5 contains 136382 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 36903 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 27661 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 124219 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 17 contains 8017 members 
Mstep: Class 19 contains 18076 members 
Mstep: Class 20 contains 119315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120135816.000000 Penalty: 57282.535156
Iteration 19Q: 18 clusters Score -1.201358e+08 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 120367 members 
Mstep: Class 3 contains 72917 members 
Mstep: Class 5 contains 135808 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 36485 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 45318 members 
Mstep: Class 11 contains 28703 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 124547 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 19 contains 18872 members 
Mstep: Class 20 contains 118313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120140080.000000 Penalty: 57282.535156
Iteration 20F: 18 clusters Score -1.201401e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 120275 members 
Mstep: Class 3 contains 72813 members 
Mstep: Class 5 contains 135267 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 36099 members 
Mstep: Class 9 contains 1090 members 
Mstep: Class 10 contains 45369 members 
Mstep: Class 11 contains 29682 members 
Mstep: Class 12 contains 20808 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 124829 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 4916 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 19 contains 19510 members 
Mstep: Class 20 contains 117469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120144400.000000 Penalty: 57282.535156
Iteration 21Q: 18 clusters Score -1.201444e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 120110 members 
Mstep: Class 3 contains 72696 members 
Mstep: Class 5 contains 134790 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 35797 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 30460 members 
Mstep: Class 12 contains 20844 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 125043 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 116825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120147784.000000 Penalty: 57282.535156
Iteration 22Q: 18 clusters Score -1.201478e+08 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 119952 members 
Mstep: Class 3 contains 72577 members 
Mstep: Class 5 contains 134371 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 35515 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 31176 members 
Mstep: Class 12 contains 20893 members 
Mstep: Class 13 contains 2772 members 
Mstep: Class 14 contains 125229 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 19 contains 20567 members 
Mstep: Class 20 contains 116365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120150464.000000 Penalty: 57282.535156
Iteration 23Q: 18 clusters Score -1.201505e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 119811 members 
Mstep: Class 3 contains 72489 members 
Mstep: Class 5 contains 133989 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 35230 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 45413 members 
Mstep: Class 11 contains 31782 members 
Mstep: Class 12 contains 20969 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 125385 members 
Mstep: Class 15 contains 1165 members 
Mstep: Class 16 contains 5274 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 19 contains 21042 members 
Mstep: Class 20 contains 115978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120151880.000000 Penalty: 57282.535156
Iteration 24Q: 18 clusters Score -1.201519e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 119672 members 
Mstep: Class 3 contains 72460 members 
Mstep: Class 5 contains 133658 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 34920 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 45376 members 
Mstep: Class 11 contains 32342 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 125493 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 19 contains 21475 members 
Mstep: Class 20 contains 115691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3286.062500 but Gain 3369.562500
Score: -120152872.000000 Penalty: 53912.972656
Iteration 25Q: 17 clusters Score -1.201529e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 120973 members 
Mstep: Class 3 contains 72413 members 
Mstep: Class 5 contains 134349 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 34631 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 45321 members 
Mstep: Class 11 contains 32871 members 
Mstep: Class 12 contains 21134 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 125560 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 19 contains 21930 members 
Mstep: Class 20 contains 115452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120155448.000000 Penalty: 53912.972656
Iteration 26Q: 17 clusters Score -1.201554e+08 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 120494 members 
Mstep: Class 3 contains 72371 members 
Mstep: Class 5 contains 133760 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 34397 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 45263 members 
Mstep: Class 11 contains 33522 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 125588 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 19 contains 22351 members 
Mstep: Class 20 contains 115254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120157712.000000 Penalty: 53912.972656
Iteration 27Q: 17 clusters Score -1.201577e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 120217 members 
Mstep: Class 3 contains 72333 members 
Mstep: Class 5 contains 133281 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 34127 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 34113 members 
Mstep: Class 12 contains 21587 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 125601 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 19 contains 22604 members 
Mstep: Class 20 contains 115081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120158816.000000 Penalty: 53912.972656
Iteration 28Q: 17 clusters Score -1.201588e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 119988 members 
Mstep: Class 3 contains 72312 members 
Mstep: Class 5 contains 132884 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 33883 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 45084 members 
Mstep: Class 11 contains 34598 members 
Mstep: Class 12 contains 21833 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 125589 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 19 contains 22772 members 
Mstep: Class 20 contains 114963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120159584.000000 Penalty: 53912.972656
Iteration 29Q: 17 clusters Score -1.201596e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 119859 members 
Mstep: Class 3 contains 72326 members 
Mstep: Class 5 contains 132563 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 33605 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 44917 members 
Mstep: Class 11 contains 35055 members 
Mstep: Class 12 contains 22068 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 125575 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 19 contains 22846 members 
Mstep: Class 20 contains 114853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120161168.000000 Penalty: 53912.972656
Iteration 30Q: 17 clusters Score -1.201612e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 119732 members 
Mstep: Class 3 contains 72355 members 
Mstep: Class 5 contains 132273 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 33358 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 44734 members 
Mstep: Class 11 contains 35484 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 125554 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 5316 members 
Mstep: Class 19 contains 22942 members 
Mstep: Class 20 contains 114761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120162224.000000 Penalty: 53912.972656
Iteration 31Q: 17 clusters Score -1.201622e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 119627 members 
Mstep: Class 3 contains 72386 members 
Mstep: Class 5 contains 132030 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 44539 members 
Mstep: Class 11 contains 35893 members 
Mstep: Class 12 contains 22496 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 125537 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 114666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120163576.000000 Penalty: 53912.972656
Iteration 32Q: 17 clusters Score -1.201636e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 119552 members 
Mstep: Class 3 contains 72389 members 
Mstep: Class 5 contains 131773 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 32891 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 44356 members 
Mstep: Class 11 contains 36285 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 125512 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5328 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 114589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120164592.000000 Penalty: 53912.972656
Iteration 33Q: 17 clusters Score -1.201646e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 119476 members 
Mstep: Class 3 contains 72418 members 
Mstep: Class 5 contains 131550 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 32657 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 44184 members 
Mstep: Class 11 contains 36687 members 
Mstep: Class 12 contains 22929 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 125487 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5325 members 
Mstep: Class 19 contains 23087 members 
Mstep: Class 20 contains 114546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120165008.000000 Penalty: 53912.972656
Iteration 34Q: 17 clusters Score -1.20165e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 119398 members 
Mstep: Class 3 contains 72435 members 
Mstep: Class 5 contains 131333 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 32432 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 44006 members 
Mstep: Class 11 contains 37064 members 
Mstep: Class 12 contains 23122 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 14 contains 125477 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 19 contains 23144 members 
Mstep: Class 20 contains 114478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120165312.000000 Penalty: 53912.972656
Iteration 35Q: 17 clusters Score -1.201653e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 119343 members 
Mstep: Class 3 contains 72470 members 
Mstep: Class 5 contains 131135 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 32217 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43847 members 
Mstep: Class 11 contains 37428 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 125483 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 114383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120166064.000000 Penalty: 53912.972656
Iteration 36Q: 17 clusters Score -1.201661e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 119308 members 
Mstep: Class 3 contains 72522 members 
Mstep: Class 5 contains 130926 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 32031 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 43690 members 
Mstep: Class 11 contains 37789 members 
Mstep: Class 12 contains 23468 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 125496 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 19 contains 23228 members 
Mstep: Class 20 contains 114285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120166720.000000 Penalty: 53912.972656
Iteration 37Q: 17 clusters Score -1.201667e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 119295 members 
Mstep: Class 3 contains 72556 members 
Mstep: Class 5 contains 130720 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 31837 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43552 members 
Mstep: Class 11 contains 38109 members 
Mstep: Class 12 contains 23588 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 125487 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 19 contains 23316 members 
Mstep: Class 20 contains 114199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120167968.000000 Penalty: 53912.972656
Iteration 38Q: 17 clusters Score -1.20168e+08 nChanged 2164
Entering ConstructFrom: 
Score: -120167968.000000 Penalty: 53912.972656
Entering ConstructFrom: 
Trying to split cluster 1 (58388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Entering Unmasked Estep 
Score: -9005784.000000 Penalty: 2721.766846
	Iteration 0F: 2 clusters Score -9005784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8966543.000000 Penalty: 5443.533691
	Iteration 0F: 3 clusters Score -8966543 nChanged 27150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -8982337.000000 Penalty: 5443.533691
	Iteration 1F: 3 clusters Score -8982337 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -8983526.000000 Penalty: 5443.533691
	Iteration 2Q: 3 clusters Score -8983526 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8985938.000000 Penalty: 5443.533691
	Iteration 3F: 3 clusters Score -8985938 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -8989961.000000 Penalty: 5443.533691
	Iteration 4F: 3 clusters Score -8989961 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -8994686.000000 Penalty: 5443.533691
	Iteration 5F: 3 clusters Score -8994686 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -8998152.000000 Penalty: 5443.533691
	Iteration 6F: 3 clusters Score -8998152 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -9000145.000000 Penalty: 5443.533691
	Iteration 7F: 3 clusters Score -9000145 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -9001288.000000 Penalty: 5443.533691
	Iteration 8Q: 3 clusters Score -9001288 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -9002052.000000 Penalty: 5443.533691
	Iteration 9Q: 3 clusters Score -9002052 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -9002654.000000 Penalty: 5443.533691
	Iteration 10Q: 3 clusters Score -9002654 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -9003166.000000 Penalty: 5443.533691
	Iteration 11Q: 3 clusters Score -9003166 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -9003675.000000 Penalty: 5443.533691
	Iteration 12Q: 3 clusters Score -9003675 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -9004175.000000 Penalty: 5443.533691
	Iteration 13Q: 3 clusters Score -9004175 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -9004586.000000 Penalty: 5443.533691
	Iteration 14Q: 3 clusters Score -9004586 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -9004892.000000 Penalty: 5443.533691
	Iteration 15Q: 3 clusters Score -9004892 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9005148.000000 Penalty: 5443.533691
	Iteration 16Q: 3 clusters Score -9005148 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -9005283.000000 Penalty: 5443.533691
	Iteration 17Q: 3 clusters Score -9005283 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9005450.000000 Penalty: 5443.533691
	Iteration 18Q: 3 clusters Score -9005450 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9005559.000000 Penalty: 5443.533691
	Iteration 19Q: 3 clusters Score -9005559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9005640.000000 Penalty: 5443.533691
	Iteration 20F: 3 clusters Score -9005640 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -9005705.000000 Penalty: 5443.533691
	Iteration 21Q: 3 clusters Score -9005705 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9005778.000000 Penalty: 5443.533691
	Iteration 22Q: 3 clusters Score -9005778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -9005853.000000 Penalty: 5443.533691
	Iteration 23Q: 3 clusters Score -9005853 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -9005943.000000 Penalty: 5443.533691
	Iteration 24Q: 3 clusters Score -9005943 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -9006013.000000 Penalty: 5443.533691
	Iteration 25Q: 3 clusters Score -9006013 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9006100.000000 Penalty: 5443.533691
	Iteration 26Q: 3 clusters Score -9006100 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -9006160.000000 Penalty: 5443.533691
	Iteration 27Q: 3 clusters Score -9006160 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9006209.000000 Penalty: 5443.533691
	Iteration 28Q: 3 clusters Score -9006209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9006253.000000 Penalty: 5443.533691
	Iteration 29Q: 3 clusters Score -9006253 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9006284.000000 Penalty: 5443.533691
	Iteration 30Q: 3 clusters Score -9006284 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9006335.000000 Penalty: 5443.533691
	Iteration 31Q: 3 clusters Score -9006335 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9006391.000000 Penalty: 5443.533691
	Iteration 32Q: 3 clusters Score -9006391 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9006435.000000 Penalty: 5443.533691
	Iteration 33Q: 3 clusters Score -9006435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9006542.000000 Penalty: 5443.533691
	Iteration 34Q: 3 clusters Score -9006542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9006594.000000 Penalty: 5443.533691
	Iteration 35Q: 3 clusters Score -9006594 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9006641.000000 Penalty: 5443.533691
	Iteration 36Q: 3 clusters Score -9006641 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9006671.000000 Penalty: 5443.533691
	Iteration 37Q: 3 clusters Score -9006671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9006701.000000 Penalty: 5443.533691
	Iteration 38Q: 3 clusters Score -9006701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9006718.000000 Penalty: 5443.533691
	Iteration 39Q: 3 clusters Score -9006718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9006766.000000 Penalty: 5443.533691
	Iteration 40F: 3 clusters Score -9006766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9006780.000000 Penalty: 5443.533691
	Iteration 41Q: 3 clusters Score -9006780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9006813.000000 Penalty: 5443.533691
	Iteration 42Q: 3 clusters Score -9006813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -9006798.000000 Penalty: 5443.533691
	Iteration 43Q: 3 clusters Score -9006798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9006830.000000 Penalty: 5443.533691
	Iteration 44Q: 3 clusters Score -9006830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9006847.000000 Penalty: 5443.533691
	Iteration 45Q: 3 clusters Score -9006847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9006836.000000 Penalty: 5443.533691
	Iteration 46Q: 3 clusters Score -9006836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9006854.000000 Penalty: 5443.533691
	Iteration 47Q: 3 clusters Score -9006854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9006853.000000 Penalty: 5443.533691
	Iteration 48Q: 3 clusters Score -9006853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -9006846.000000 Penalty: 5443.533691
	Iteration 49Q: 3 clusters Score -9006846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9006832.000000 Penalty: 5443.533691
	Iteration 50Q: 3 clusters Score -9006832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9006837.000000 Penalty: 5443.533691
	Iteration 51Q: 3 clusters Score -9006837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9006837.000000 Penalty: 5443.533691
	Iteration 52Q: 3 clusters Score -9006837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9006838.000000 Penalty: 5443.533691
	Iteration 53Q: 3 clusters Score -9006838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9006838.000000 Penalty: 5443.533691
	Iteration 54F: 3 clusters Score -9006838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 119272 members 
Mstep: Class 3 contains 72620 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 130477 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Entering Unmasked Estep 
Score: -120169144.000000 Penalty: 57282.535156
Splitting cluster 1 changes total score from -120167968.000000 to -120169144.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (119272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Entering Unmasked Estep 
Score: -18699462.000000 Penalty: 2898.912354
	Iteration 0F: 2 clusters Score -1.869946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -18626674.000000 Penalty: 5797.824707
	Iteration 0F: 3 clusters Score -1.862667e+07 nChanged 56643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -18660026.000000 Penalty: 5797.824707
	Iteration 1F: 3 clusters Score -1.866003e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -18662404.000000 Penalty: 5797.824707
	Iteration 2Q: 3 clusters Score -1.86624e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -18665988.000000 Penalty: 5797.824707
	Iteration 3F: 3 clusters Score -1.866599e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -18670646.000000 Penalty: 5797.824707
	Iteration 4F: 3 clusters Score -1.867065e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -18675316.000000 Penalty: 5797.824707
	Iteration 5F: 3 clusters Score -1.867532e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -18679338.000000 Penalty: 5797.824707
	Iteration 6F: 3 clusters Score -1.867934e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -18682540.000000 Penalty: 5797.824707
	Iteration 7F: 3 clusters Score -1.868254e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -18685068.000000 Penalty: 5797.824707
	Iteration 8F: 3 clusters Score -1.868507e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -18687160.000000 Penalty: 5797.824707
	Iteration 9Q: 3 clusters Score -1.868716e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -18688834.000000 Penalty: 5797.824707
	Iteration 10Q: 3 clusters Score -1.868883e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -18690406.000000 Penalty: 5797.824707
	Iteration 11Q: 3 clusters Score -1.869041e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -18691830.000000 Penalty: 5797.824707
	Iteration 12Q: 3 clusters Score -1.869183e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -18693230.000000 Penalty: 5797.824707
	Iteration 13Q: 3 clusters Score -1.869323e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -18694246.000000 Penalty: 5797.824707
	Iteration 14Q: 3 clusters Score -1.869425e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -18695272.000000 Penalty: 5797.824707
	Iteration 15Q: 3 clusters Score -1.869527e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -18696454.000000 Penalty: 5797.824707
	Iteration 16Q: 3 clusters Score -1.869645e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -18697408.000000 Penalty: 5797.824707
	Iteration 17Q: 3 clusters Score -1.869741e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -18698190.000000 Penalty: 5797.824707
	Iteration 18Q: 3 clusters Score -1.869819e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -18698660.000000 Penalty: 5797.824707
	Iteration 19Q: 3 clusters Score -1.869866e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -18699084.000000 Penalty: 5797.824707
	Iteration 20F: 3 clusters Score -1.869908e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -18699274.000000 Penalty: 5797.824707
	Iteration 21Q: 3 clusters Score -1.869927e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -18699474.000000 Penalty: 5797.824707
	Iteration 22Q: 3 clusters Score -1.869947e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -18699602.000000 Penalty: 5797.824707
	Iteration 23Q: 3 clusters Score -1.86996e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -18699690.000000 Penalty: 5797.824707
	Iteration 24Q: 3 clusters Score -1.869969e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -18699756.000000 Penalty: 5797.824707
	Iteration 25Q: 3 clusters Score -1.869976e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -18699822.000000 Penalty: 5797.824707
	Iteration 26Q: 3 clusters Score -1.869982e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 116335 members 
Entering Unmasked Estep 
Score: -18699882.000000 Penalty: 5797.824707
	Iteration 27Q: 3 clusters Score -1.869988e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -18699960.000000 Penalty: 5797.824707
	Iteration 28Q: 3 clusters Score -1.869996e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
Score: -18699996.000000 Penalty: 5797.824707
	Iteration 29Q: 3 clusters Score -1.87e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 116599 members 
Entering Unmasked Estep 
Score: -18700094.000000 Penalty: 5797.824707
	Iteration 30Q: 3 clusters Score -1.870009e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -18700178.000000 Penalty: 5797.824707
	Iteration 31Q: 3 clusters Score -1.870018e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -18700236.000000 Penalty: 5797.824707
	Iteration 32Q: 3 clusters Score -1.870024e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -18700286.000000 Penalty: 5797.824707
	Iteration 33Q: 3 clusters Score -1.870029e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -18700308.000000 Penalty: 5797.824707
	Iteration 34Q: 3 clusters Score -1.870031e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -18700324.000000 Penalty: 5797.824707
	Iteration 35Q: 3 clusters Score -1.870032e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -18700364.000000 Penalty: 5797.824707
	Iteration 36Q: 3 clusters Score -1.870036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -18700360.000000 Penalty: 5797.824707
	Iteration 37Q: 3 clusters Score -1.870036e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -18700364.000000 Penalty: 5797.824707
	Iteration 38Q: 3 clusters Score -1.870036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -18700366.000000 Penalty: 5797.824707
	Iteration 39Q: 3 clusters Score -1.870037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -18700376.000000 Penalty: 5797.824707
	Iteration 40F: 3 clusters Score -1.870038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -18700392.000000 Penalty: 5797.824707
	Iteration 41Q: 3 clusters Score -1.870039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -18700412.000000 Penalty: 5797.824707
	Iteration 42Q: 3 clusters Score -1.870041e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -18700452.000000 Penalty: 5797.824707
	Iteration 43Q: 3 clusters Score -1.870045e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -18700466.000000 Penalty: 5797.824707
	Iteration 44Q: 3 clusters Score -1.870047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -18700446.000000 Penalty: 5797.824707
	Iteration 45Q: 3 clusters Score -1.870045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -18700446.000000 Penalty: 5797.824707
	Iteration 46Q: 3 clusters Score -1.870045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -18700452.000000 Penalty: 5797.824707
	Iteration 47Q: 3 clusters Score -1.870045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 117006 members 
Entering Unmasked Estep 
Score: -18700500.000000 Penalty: 5797.824707
	Iteration 48Q: 3 clusters Score -1.87005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -18700524.000000 Penalty: 5797.824707
	Iteration 49Q: 3 clusters Score -1.870052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 117034 members 
Entering Unmasked Estep 
Score: -18700520.000000 Penalty: 5797.824707
	Iteration 50Q: 3 clusters Score -1.870052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -18700526.000000 Penalty: 5797.824707
	Iteration 51Q: 3 clusters Score -1.870053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -18700556.000000 Penalty: 5797.824707
	Iteration 52Q: 3 clusters Score -1.870056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -18700580.000000 Penalty: 5797.824707
	Iteration 53Q: 3 clusters Score -1.870058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -18700604.000000 Penalty: 5797.824707
	Iteration 54Q: 3 clusters Score -1.87006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -18700604.000000 Penalty: 5797.824707
	Iteration 55Q: 3 clusters Score -1.87006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -18700628.000000 Penalty: 5797.824707
	Iteration 56Q: 3 clusters Score -1.870063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -18700644.000000 Penalty: 5797.824707
	Iteration 57Q: 3 clusters Score -1.870064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -18700664.000000 Penalty: 5797.824707
	Iteration 58Q: 3 clusters Score -1.870066e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -18700748.000000 Penalty: 5797.824707
	Iteration 59Q: 3 clusters Score -1.870075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -18700794.000000 Penalty: 5797.824707
	Iteration 60F: 3 clusters Score -1.870079e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -18700826.000000 Penalty: 5797.824707
	Iteration 61Q: 3 clusters Score -1.870083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -18700894.000000 Penalty: 5797.824707
	Iteration 62Q: 3 clusters Score -1.870089e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -18700940.000000 Penalty: 5797.824707
	Iteration 63Q: 3 clusters Score -1.870094e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -18700970.000000 Penalty: 5797.824707
	Iteration 64Q: 3 clusters Score -1.870097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 117544 members 
Entering Unmasked Estep 
Score: -18700998.000000 Penalty: 5797.824707
	Iteration 65Q: 3 clusters Score -1.8701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -18701048.000000 Penalty: 5797.824707
	Iteration 66Q: 3 clusters Score -1.870105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -18701052.000000 Penalty: 5797.824707
	Iteration 67Q: 3 clusters Score -1.870105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -18701060.000000 Penalty: 5797.824707
	Iteration 68Q: 3 clusters Score -1.870106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 117597 members 
Entering Unmasked Estep 
Score: -18701046.000000 Penalty: 5797.824707
	Iteration 69Q: 3 clusters Score -1.870105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -18701064.000000 Penalty: 5797.824707
	Iteration 70Q: 3 clusters Score -1.870106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 117602 members 
Entering Unmasked Estep 
Score: -18701068.000000 Penalty: 5797.824707
	Iteration 71Q: 3 clusters Score -1.870107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -18701058.000000 Penalty: 5797.824707
	Iteration 72Q: 3 clusters Score -1.870106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -18701062.000000 Penalty: 5797.824707
	Iteration 73Q: 3 clusters Score -1.870106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -18701064.000000 Penalty: 5797.824707
	Iteration 74Q: 3 clusters Score -1.870106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -18701068.000000 Penalty: 5797.824707
	Iteration 75Q: 3 clusters Score -1.870107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -18701074.000000 Penalty: 5797.824707
	Iteration 76Q: 3 clusters Score -1.870107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -18701074.000000 Penalty: 5797.824707
	Iteration 77Q: 3 clusters Score -1.870107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -18701072.000000 Penalty: 5797.824707
	Iteration 78Q: 3 clusters Score -1.870107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
Score: -18701076.000000 Penalty: 5797.824707
	Iteration 79Q: 3 clusters Score -1.870108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
Score: -18701074.000000 Penalty: 5797.824707
	Iteration 80F: 3 clusters Score -1.870107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -18701080.000000 Penalty: 5797.824707
	Iteration 81Q: 3 clusters Score -1.870108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -18701076.000000 Penalty: 5797.824707
	Iteration 82Q: 3 clusters Score -1.870108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -18701080.000000 Penalty: 5797.824707
	Iteration 83Q: 3 clusters Score -1.870108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -18701076.000000 Penalty: 5797.824707
	Iteration 84Q: 3 clusters Score -1.870108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -18701084.000000 Penalty: 5797.824707
	Iteration 85Q: 3 clusters Score -1.870108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -18701070.000000 Penalty: 5797.824707
	Iteration 86Q: 3 clusters Score -1.870107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -18701072.000000 Penalty: 5797.824707
	Iteration 87Q: 3 clusters Score -1.870107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -18701076.000000 Penalty: 5797.824707
	Iteration 88Q: 3 clusters Score -1.870108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -18701072.000000 Penalty: 5797.824707
	Iteration 89Q: 3 clusters Score -1.870107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -18701068.000000 Penalty: 5797.824707
	Iteration 90Q: 3 clusters Score -1.870107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -18701068.000000 Penalty: 5797.824707
	Iteration 91F: 3 clusters Score -1.870107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 72620 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 130477 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Entering Unmasked Estep 
Score: -120169760.000000 Penalty: 60652.093750
Splitting cluster 2 changes total score from -120167968.000000 to -120169760.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (72620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Entering Unmasked Estep 
Score: -11125992.000000 Penalty: 2775.863037
	Iteration 0F: 2 clusters Score -1.112599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -11077374.000000 Penalty: 5551.726074
	Iteration 0F: 3 clusters Score -1.107737e+07 nChanged 33994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -11097094.000000 Penalty: 5551.726074
	Iteration 1F: 3 clusters Score -1.109709e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -11099776.000000 Penalty: 5551.726074
	Iteration 2F: 3 clusters Score -1.109978e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -11106207.000000 Penalty: 5551.726074
	Iteration 3F: 3 clusters Score -1.110621e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -11117271.000000 Penalty: 5551.726074
	Iteration 4F: 3 clusters Score -1.111727e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -11128396.000000 Penalty: 5551.726074
	Iteration 5F: 3 clusters Score -1.11284e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -11134406.000000 Penalty: 5551.726074
	Iteration 6F: 3 clusters Score -1.113441e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -11136728.000000 Penalty: 5551.726074
	Iteration 7Q: 3 clusters Score -1.113673e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -11137665.000000 Penalty: 5551.726074
	Iteration 8Q: 3 clusters Score -1.113766e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -11138224.000000 Penalty: 5551.726074
	Iteration 9Q: 3 clusters Score -1.113822e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -11138523.000000 Penalty: 5551.726074
	Iteration 10Q: 3 clusters Score -1.113852e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -11138659.000000 Penalty: 5551.726074
	Iteration 11Q: 3 clusters Score -1.113866e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -11138728.000000 Penalty: 5551.726074
	Iteration 12Q: 3 clusters Score -1.113873e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -11138754.000000 Penalty: 5551.726074
	Iteration 13Q: 3 clusters Score -1.113875e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -11138743.000000 Penalty: 5551.726074
	Iteration 14Q: 3 clusters Score -1.113874e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -11138738.000000 Penalty: 5551.726074
	Iteration 15Q: 3 clusters Score -1.113874e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -11138739.000000 Penalty: 5551.726074
	Iteration 16Q: 3 clusters Score -1.113874e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -11138749.000000 Penalty: 5551.726074
	Iteration 17Q: 3 clusters Score -1.113875e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -11138733.000000 Penalty: 5551.726074
	Iteration 18Q: 3 clusters Score -1.113873e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -11138751.000000 Penalty: 5551.726074
	Iteration 19Q: 3 clusters Score -1.113875e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -11138760.000000 Penalty: 5551.726074
	Iteration 20F: 3 clusters Score -1.113876e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -11138761.000000 Penalty: 5551.726074
	Iteration 21Q: 3 clusters Score -1.113876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -11138781.000000 Penalty: 5551.726074
	Iteration 22Q: 3 clusters Score -1.113878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -11138775.000000 Penalty: 5551.726074
	Iteration 23Q: 3 clusters Score -1.113878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -11138778.000000 Penalty: 5551.726074
	Iteration 24Q: 3 clusters Score -1.113878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -11138769.000000 Penalty: 5551.726074
	Iteration 25Q: 3 clusters Score -1.113877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11138782.000000 Penalty: 5551.726074
	Iteration 26Q: 3 clusters Score -1.113878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -11138782.000000 Penalty: 5551.726074
	Iteration 27Q: 3 clusters Score -1.113878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -11138780.000000 Penalty: 5551.726074
	Iteration 28Q: 3 clusters Score -1.113878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -11138785.000000 Penalty: 5551.726074
	Iteration 29Q: 3 clusters Score -1.113878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -11138777.000000 Penalty: 5551.726074
	Iteration 30Q: 3 clusters Score -1.113878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -11138776.000000 Penalty: 5551.726074
	Iteration 31Q: 3 clusters Score -1.113878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -11138778.000000 Penalty: 5551.726074
	Iteration 32Q: 3 clusters Score -1.113878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -11138779.000000 Penalty: 5551.726074
	Iteration 33Q: 3 clusters Score -1.113878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -11138779.000000 Penalty: 5551.726074
	Iteration 34F: 3 clusters Score -1.113878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 130477 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Entering Unmasked Estep 
Score: -120183088.000000 Penalty: 64021.656250
Splitting cluster 3 changes total score from -120167968.000000 to -120183088.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (130477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 2921.180176
	Iteration 0F: 2 clusters Score -2.043713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -20371912.000000 Penalty: 5842.360352
	Iteration 0F: 3 clusters Score -2.037191e+07 nChanged 62220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -20408108.000000 Penalty: 5842.360352
	Iteration 1F: 3 clusters Score -2.040811e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -20411178.000000 Penalty: 5842.360352
	Iteration 2F: 3 clusters Score -2.041118e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -20415446.000000 Penalty: 5842.360352
	Iteration 3F: 3 clusters Score -2.041545e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -20420112.000000 Penalty: 5842.360352
	Iteration 4F: 3 clusters Score -2.042011e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -20423556.000000 Penalty: 5842.360352
	Iteration 5F: 3 clusters Score -2.042356e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -20425824.000000 Penalty: 5842.360352
	Iteration 6F: 3 clusters Score -2.042582e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -20427292.000000 Penalty: 5842.360352
	Iteration 7Q: 3 clusters Score -2.042729e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -20428318.000000 Penalty: 5842.360352
	Iteration 8Q: 3 clusters Score -2.042832e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -20429186.000000 Penalty: 5842.360352
	Iteration 9Q: 3 clusters Score -2.042919e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -20429818.000000 Penalty: 5842.360352
	Iteration 10Q: 3 clusters Score -2.042982e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -20430564.000000 Penalty: 5842.360352
	Iteration 11Q: 3 clusters Score -2.043056e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -20431388.000000 Penalty: 5842.360352
	Iteration 12Q: 3 clusters Score -2.043139e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -20432104.000000 Penalty: 5842.360352
	Iteration 13Q: 3 clusters Score -2.04321e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -20433326.000000 Penalty: 5842.360352
	Iteration 14Q: 3 clusters Score -2.043333e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -20434476.000000 Penalty: 5842.360352
	Iteration 15Q: 3 clusters Score -2.043448e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -20435988.000000 Penalty: 5842.360352
	Iteration 16Q: 3 clusters Score -2.043599e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -20437448.000000 Penalty: 5842.360352
	Iteration 17Q: 3 clusters Score -2.043745e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -20438910.000000 Penalty: 5842.360352
	Iteration 18Q: 3 clusters Score -2.043891e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -20440424.000000 Penalty: 5842.360352
	Iteration 19Q: 3 clusters Score -2.044042e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -20441838.000000 Penalty: 5842.360352
	Iteration 20F: 3 clusters Score -2.044184e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -20443114.000000 Penalty: 5842.360352
	Iteration 21Q: 3 clusters Score -2.044311e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -20444166.000000 Penalty: 5842.360352
	Iteration 22Q: 3 clusters Score -2.044417e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -20445670.000000 Penalty: 5842.360352
	Iteration 23Q: 3 clusters Score -2.044567e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -20447388.000000 Penalty: 5842.360352
	Iteration 24Q: 3 clusters Score -2.044739e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -20448578.000000 Penalty: 5842.360352
	Iteration 25Q: 3 clusters Score -2.044858e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -20449366.000000 Penalty: 5842.360352
	Iteration 26Q: 3 clusters Score -2.044937e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -20449782.000000 Penalty: 5842.360352
	Iteration 27Q: 3 clusters Score -2.044978e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -20449832.000000 Penalty: 5842.360352
	Iteration 28Q: 3 clusters Score -2.044983e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -20449550.000000 Penalty: 5842.360352
	Iteration 29Q: 3 clusters Score -2.044955e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -20449186.000000 Penalty: 5842.360352
	Iteration 30Q: 3 clusters Score -2.044919e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -20448698.000000 Penalty: 5842.360352
	Iteration 31Q: 3 clusters Score -2.04487e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -20448316.000000 Penalty: 5842.360352
	Iteration 32Q: 3 clusters Score -2.044832e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 120094 members 
Entering Unmasked Estep 
Score: -20447936.000000 Penalty: 5842.360352
	Iteration 33Q: 3 clusters Score -2.044794e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 120575 members 
Entering Unmasked Estep 
Score: -20447560.000000 Penalty: 5842.360352
	Iteration 34Q: 3 clusters Score -2.044756e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -20447192.000000 Penalty: 5842.360352
	Iteration 35Q: 3 clusters Score -2.044719e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 121255 members 
Entering Unmasked Estep 
Score: -20447000.000000 Penalty: 5842.360352
	Iteration 36Q: 3 clusters Score -2.0447e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -20446836.000000 Penalty: 5842.360352
	Iteration 37Q: 3 clusters Score -2.044684e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -20446676.000000 Penalty: 5842.360352
	Iteration 38Q: 3 clusters Score -2.044668e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 121868 members 
Entering Unmasked Estep 
Score: -20446524.000000 Penalty: 5842.360352
	Iteration 39Q: 3 clusters Score -2.044652e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -20446420.000000 Penalty: 5842.360352
	Iteration 40F: 3 clusters Score -2.044642e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -20446374.000000 Penalty: 5842.360352
	Iteration 41Q: 3 clusters Score -2.044637e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 122232 members 
Entering Unmasked Estep 
Score: -20446278.000000 Penalty: 5842.360352
	Iteration 42Q: 3 clusters Score -2.044628e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -20446184.000000 Penalty: 5842.360352
	Iteration 43Q: 3 clusters Score -2.044618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -20446114.000000 Penalty: 5842.360352
	Iteration 44Q: 3 clusters Score -2.044611e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -20446090.000000 Penalty: 5842.360352
	Iteration 45Q: 3 clusters Score -2.044609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -20446070.000000 Penalty: 5842.360352
	Iteration 46Q: 3 clusters Score -2.044607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -20446032.000000 Penalty: 5842.360352
	Iteration 47Q: 3 clusters Score -2.044603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -20446004.000000 Penalty: 5842.360352
	Iteration 48Q: 3 clusters Score -2.0446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 122560 members 
Entering Unmasked Estep 
Score: -20445982.000000 Penalty: 5842.360352
	Iteration 49Q: 3 clusters Score -2.044598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -20445944.000000 Penalty: 5842.360352
	Iteration 50Q: 3 clusters Score -2.044594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -20445934.000000 Penalty: 5842.360352
	Iteration 51Q: 3 clusters Score -2.044593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -20445868.000000 Penalty: 5842.360352
	Iteration 52Q: 3 clusters Score -2.044587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -20445844.000000 Penalty: 5842.360352
	Iteration 53Q: 3 clusters Score -2.044584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -20445806.000000 Penalty: 5842.360352
	Iteration 54Q: 3 clusters Score -2.044581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
Score: -20445774.000000 Penalty: 5842.360352
	Iteration 55Q: 3 clusters Score -2.044577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -20445780.000000 Penalty: 5842.360352
	Iteration 56Q: 3 clusters Score -2.044578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -20445766.000000 Penalty: 5842.360352
	Iteration 57Q: 3 clusters Score -2.044577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 122810 members 
Entering Unmasked Estep 
Score: -20445760.000000 Penalty: 5842.360352
	Iteration 58Q: 3 clusters Score -2.044576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -20445732.000000 Penalty: 5842.360352
	Iteration 59Q: 3 clusters Score -2.044573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 122843 members 
Entering Unmasked Estep 
Score: -20445722.000000 Penalty: 5842.360352
	Iteration 60F: 3 clusters Score -2.044572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -20445700.000000 Penalty: 5842.360352
	Iteration 61Q: 3 clusters Score -2.04457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -20445704.000000 Penalty: 5842.360352
	Iteration 62Q: 3 clusters Score -2.04457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -20445692.000000 Penalty: 5842.360352
	Iteration 63Q: 3 clusters Score -2.044569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -20445676.000000 Penalty: 5842.360352
	Iteration 64Q: 3 clusters Score -2.044568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -20445642.000000 Penalty: 5842.360352
	Iteration 65Q: 3 clusters Score -2.044564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -20445638.000000 Penalty: 5842.360352
	Iteration 66Q: 3 clusters Score -2.044564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -20445642.000000 Penalty: 5842.360352
	Iteration 67Q: 3 clusters Score -2.044564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -20445636.000000 Penalty: 5842.360352
	Iteration 68Q: 3 clusters Score -2.044564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -20445634.000000 Penalty: 5842.360352
	Iteration 69Q: 3 clusters Score -2.044563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 122977 members 
Entering Unmasked Estep 
Score: -20445632.000000 Penalty: 5842.360352
	Iteration 70Q: 3 clusters Score -2.044563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -20445634.000000 Penalty: 5842.360352
	Iteration 71Q: 3 clusters Score -2.044563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -20445626.000000 Penalty: 5842.360352
	Iteration 72Q: 3 clusters Score -2.044563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -20445612.000000 Penalty: 5842.360352
	Iteration 73Q: 3 clusters Score -2.044561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 123003 members 
Entering Unmasked Estep 
Score: -20445590.000000 Penalty: 5842.360352
	Iteration 74Q: 3 clusters Score -2.044559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 123010 members 
Entering Unmasked Estep 
Score: -20445590.000000 Penalty: 5842.360352
	Iteration 75Q: 3 clusters Score -2.044559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -20445590.000000 Penalty: 5842.360352
	Iteration 76Q: 3 clusters Score -2.044559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -20445580.000000 Penalty: 5842.360352
	Iteration 77Q: 3 clusters Score -2.044558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -20445578.000000 Penalty: 5842.360352
	Iteration 78Q: 3 clusters Score -2.044558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -20445574.000000 Penalty: 5842.360352
	Iteration 79Q: 3 clusters Score -2.044557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -20445574.000000 Penalty: 5842.360352
	Iteration 80F: 3 clusters Score -2.044557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -20445566.000000 Penalty: 5842.360352
	Iteration 81Q: 3 clusters Score -2.044557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -20445574.000000 Penalty: 5842.360352
	Iteration 82Q: 3 clusters Score -2.044557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -20445584.000000 Penalty: 5842.360352
	Iteration 83Q: 3 clusters Score -2.044558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -20445574.000000 Penalty: 5842.360352
	Iteration 84Q: 3 clusters Score -2.044557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -20445582.000000 Penalty: 5842.360352
	Iteration 85Q: 3 clusters Score -2.044558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -20445584.000000 Penalty: 5842.360352
	Iteration 86Q: 3 clusters Score -2.044558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -20445582.000000 Penalty: 5842.360352
	Iteration 87Q: 3 clusters Score -2.044558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -20445582.000000 Penalty: 5842.360352
	Iteration 88F: 3 clusters Score -2.044558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Entering Unmasked Estep 
Score: -120191768.000000 Penalty: 67391.218750
Splitting cluster 5 changes total score from -120167968.000000 to -120191768.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -600258.687500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -600258.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -596270.500000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -596270.5 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -597367.312500 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -597367.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -597981.937500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -597981.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -599326.500000 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -599326.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -600571.562500 Penalty: 4125.611816
	Iteration 4F: 3 clusters Score -600571.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -601258.312500 Penalty: 4125.611816
	Iteration 5F: 3 clusters Score -601258.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -601699.125000 Penalty: 4125.611816
	Iteration 6F: 3 clusters Score -601699.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -601983.125000 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -601983.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -602235.687500 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -602235.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -602412.937500 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -602412.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -602512.312500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -602512.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -602610.687500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -602610.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -602705.750000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -602705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -602773.000000 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -602773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -602804.375000 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -602804.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -602822.812500 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -602822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -602837.937500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -602837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -602850.562500 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -602850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -602861.875000 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -602861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -602871.562500 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -602871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -602877.312500 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -602877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -602878.000000 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -602878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -602878.000000 Penalty: 4125.611816
	Iteration 22F: 3 clusters Score -602878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Entering Unmasked Estep 
Score: -120193424.000000 Penalty: 70760.781250
Splitting cluster 7 changes total score from -120167968.000000 to -120193424.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (31675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Entering Unmasked Estep 
Score: -4612871.500000 Penalty: 2570.094238
	Iteration 0F: 2 clusters Score -4612872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4591346.500000 Penalty: 5140.188477
	Iteration 0F: 3 clusters Score -4591346 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4600639.500000 Penalty: 5140.188477
	Iteration 1F: 3 clusters Score -4600640 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4603353.000000 Penalty: 5140.188477
	Iteration 2F: 3 clusters Score -4603353 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4606148.000000 Penalty: 5140.188477
	Iteration 3F: 3 clusters Score -4606148 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4608060.000000 Penalty: 5140.188477
	Iteration 4F: 3 clusters Score -4608060 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4609565.000000 Penalty: 5140.188477
	Iteration 5F: 3 clusters Score -4609565 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4611116.500000 Penalty: 5140.188477
	Iteration 6F: 3 clusters Score -4611116 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4612629.500000 Penalty: 5140.188477
	Iteration 7F: 3 clusters Score -4612630 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4613831.000000 Penalty: 5140.188477
	Iteration 8Q: 3 clusters Score -4613831 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4614497.500000 Penalty: 5140.188477
	Iteration 9Q: 3 clusters Score -4614498 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4614843.000000 Penalty: 5140.188477
	Iteration 10Q: 3 clusters Score -4614843 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4615057.000000 Penalty: 5140.188477
	Iteration 11Q: 3 clusters Score -4615057 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4615171.500000 Penalty: 5140.188477
	Iteration 12Q: 3 clusters Score -4615172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4615246.500000 Penalty: 5140.188477
	Iteration 13Q: 3 clusters Score -4615246 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4615313.000000 Penalty: 5140.188477
	Iteration 14Q: 3 clusters Score -4615313 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4615377.000000 Penalty: 5140.188477
	Iteration 15Q: 3 clusters Score -4615377 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4615433.500000 Penalty: 5140.188477
	Iteration 16Q: 3 clusters Score -4615434 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4615475.000000 Penalty: 5140.188477
	Iteration 17Q: 3 clusters Score -4615475 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4615517.500000 Penalty: 5140.188477
	Iteration 18Q: 3 clusters Score -4615518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4615555.500000 Penalty: 5140.188477
	Iteration 19Q: 3 clusters Score -4615556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4615592.500000 Penalty: 5140.188477
	Iteration 20F: 3 clusters Score -4615592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4615644.000000 Penalty: 5140.188477
	Iteration 21Q: 3 clusters Score -4615644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4615670.000000 Penalty: 5140.188477
	Iteration 22Q: 3 clusters Score -4615670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4615690.500000 Penalty: 5140.188477
	Iteration 23Q: 3 clusters Score -4615690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4615742.000000 Penalty: 5140.188477
	Iteration 24Q: 3 clusters Score -4615742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4615780.000000 Penalty: 5140.188477
	Iteration 25Q: 3 clusters Score -4615780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4615788.500000 Penalty: 5140.188477
	Iteration 26Q: 3 clusters Score -4615788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4615791.500000 Penalty: 5140.188477
	Iteration 27Q: 3 clusters Score -4615792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4615837.000000 Penalty: 5140.188477
	Iteration 28Q: 3 clusters Score -4615837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4615857.000000 Penalty: 5140.188477
	Iteration 29Q: 3 clusters Score -4615857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4615878.000000 Penalty: 5140.188477
	Iteration 30Q: 3 clusters Score -4615878 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4615900.500000 Penalty: 5140.188477
	Iteration 31Q: 3 clusters Score -4615900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4615900.500000 Penalty: 5140.188477
	Iteration 32Q: 3 clusters Score -4615900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4615905.500000 Penalty: 5140.188477
	Iteration 33Q: 3 clusters Score -4615906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4615924.000000 Penalty: 5140.188477
	Iteration 34Q: 3 clusters Score -4615924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4615928.000000 Penalty: 5140.188477
	Iteration 35Q: 3 clusters Score -4615928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4615939.500000 Penalty: 5140.188477
	Iteration 36Q: 3 clusters Score -4615940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4615953.000000 Penalty: 5140.188477
	Iteration 37Q: 3 clusters Score -4615953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4615951.500000 Penalty: 5140.188477
	Iteration 38Q: 3 clusters Score -4615952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4615951.500000 Penalty: 5140.188477
	Iteration 39Q: 3 clusters Score -4615952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4615964.000000 Penalty: 5140.188477
	Iteration 40F: 3 clusters Score -4615964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4615963.000000 Penalty: 5140.188477
	Iteration 41Q: 3 clusters Score -4615963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4615971.000000 Penalty: 5140.188477
	Iteration 42Q: 3 clusters Score -4615971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4615971.000000 Penalty: 5140.188477
	Iteration 43Q: 3 clusters Score -4615971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4615980.000000 Penalty: 5140.188477
	Iteration 44Q: 3 clusters Score -4615980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4615992.000000 Penalty: 5140.188477
	Iteration 45Q: 3 clusters Score -4615992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4615970.000000 Penalty: 5140.188477
	Iteration 46Q: 3 clusters Score -4615970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4615980.000000 Penalty: 5140.188477
	Iteration 47Q: 3 clusters Score -4615980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4615981.500000 Penalty: 5140.188477
	Iteration 48Q: 3 clusters Score -4615982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4615979.500000 Penalty: 5140.188477
	Iteration 49Q: 3 clusters Score -4615980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4615979.500000 Penalty: 5140.188477
	Iteration 50Q: 3 clusters Score -4615980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4615987.000000 Penalty: 5140.188477
	Iteration 51Q: 3 clusters Score -4615987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4615990.000000 Penalty: 5140.188477
	Iteration 52Q: 3 clusters Score -4615990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4616003.000000 Penalty: 5140.188477
	Iteration 53Q: 3 clusters Score -4616003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4616009.500000 Penalty: 5140.188477
	Iteration 54Q: 3 clusters Score -4616010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4616010.000000 Penalty: 5140.188477
	Iteration 55Q: 3 clusters Score -4616010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4616023.000000 Penalty: 5140.188477
	Iteration 56Q: 3 clusters Score -4616023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4616040.000000 Penalty: 5140.188477
	Iteration 57Q: 3 clusters Score -4616040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4616046.500000 Penalty: 5140.188477
	Iteration 58Q: 3 clusters Score -4616046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4616053.000000 Penalty: 5140.188477
	Iteration 59Q: 3 clusters Score -4616053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4616051.000000 Penalty: 5140.188477
	Iteration 60F: 3 clusters Score -4616051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4616049.000000 Penalty: 5140.188477
	Iteration 61Q: 3 clusters Score -4616049 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4616072.500000 Penalty: 5140.188477
	Iteration 62Q: 3 clusters Score -4616072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4616078.000000 Penalty: 5140.188477
	Iteration 63Q: 3 clusters Score -4616078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4616085.500000 Penalty: 5140.188477
	Iteration 64Q: 3 clusters Score -4616086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4616092.000000 Penalty: 5140.188477
	Iteration 65Q: 3 clusters Score -4616092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4616104.500000 Penalty: 5140.188477
	Iteration 66Q: 3 clusters Score -4616104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4616106.000000 Penalty: 5140.188477
	Iteration 67Q: 3 clusters Score -4616106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4616116.000000 Penalty: 5140.188477
	Iteration 68Q: 3 clusters Score -4616116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4616121.000000 Penalty: 5140.188477
	Iteration 69Q: 3 clusters Score -4616121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4616138.000000 Penalty: 5140.188477
	Iteration 70Q: 3 clusters Score -4616138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4616147.500000 Penalty: 5140.188477
	Iteration 71Q: 3 clusters Score -4616148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4616138.000000 Penalty: 5140.188477
	Iteration 72Q: 3 clusters Score -4616138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4616138.000000 Penalty: 5140.188477
	Iteration 73Q: 3 clusters Score -4616138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4616161.000000 Penalty: 5140.188477
	Iteration 74Q: 3 clusters Score -4616161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4616165.500000 Penalty: 5140.188477
	Iteration 75Q: 3 clusters Score -4616166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4616175.000000 Penalty: 5140.188477
	Iteration 76Q: 3 clusters Score -4616175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4616174.500000 Penalty: 5140.188477
	Iteration 77Q: 3 clusters Score -4616174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4616169.000000 Penalty: 5140.188477
	Iteration 78Q: 3 clusters Score -4616169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4616183.000000 Penalty: 5140.188477
	Iteration 79Q: 3 clusters Score -4616183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4616199.500000 Penalty: 5140.188477
	Iteration 80F: 3 clusters Score -4616200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4616199.500000 Penalty: 5140.188477
	Iteration 81Q: 3 clusters Score -4616200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4616195.500000 Penalty: 5140.188477
	Iteration 82Q: 3 clusters Score -4616196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4616203.000000 Penalty: 5140.188477
	Iteration 83Q: 3 clusters Score -4616203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4616210.500000 Penalty: 5140.188477
	Iteration 84Q: 3 clusters Score -4616210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4616233.000000 Penalty: 5140.188477
	Iteration 85Q: 3 clusters Score -4616233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4616237.500000 Penalty: 5140.188477
	Iteration 86Q: 3 clusters Score -4616238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4616236.000000 Penalty: 5140.188477
	Iteration 87Q: 3 clusters Score -4616236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4616246.000000 Penalty: 5140.188477
	Iteration 88Q: 3 clusters Score -4616246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -4616255.000000 Penalty: 5140.188477
	Iteration 89Q: 3 clusters Score -4616255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -4616269.000000 Penalty: 5140.188477
	Iteration 90Q: 3 clusters Score -4616269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4616275.500000 Penalty: 5140.188477
	Iteration 91Q: 3 clusters Score -4616276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4616276.500000 Penalty: 5140.188477
	Iteration 92Q: 3 clusters Score -4616276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -4616302.000000 Penalty: 5140.188477
	Iteration 93Q: 3 clusters Score -4616302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4616302.000000 Penalty: 5140.188477
	Iteration 94Q: 3 clusters Score -4616302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4616302.000000 Penalty: 5140.188477
	Iteration 95Q: 3 clusters Score -4616302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4616309.500000 Penalty: 5140.188477
	Iteration 96Q: 3 clusters Score -4616310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4616305.500000 Penalty: 5140.188477
	Iteration 97Q: 3 clusters Score -4616306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4616307.000000 Penalty: 5140.188477
	Iteration 98Q: 3 clusters Score -4616307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4616305.500000 Penalty: 5140.188477
	Iteration 99Q: 3 clusters Score -4616306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4616307.500000 Penalty: 5140.188477
	Iteration 100F: 3 clusters Score -4616308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -4616309.500000 Penalty: 5140.188477
	Iteration 101Q: 3 clusters Score -4616310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4616310.500000 Penalty: 5140.188477
	Iteration 102Q: 3 clusters Score -4616310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -4616306.500000 Penalty: 5140.188477
	Iteration 103Q: 3 clusters Score -4616306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4616310.500000 Penalty: 5140.188477
	Iteration 104Q: 3 clusters Score -4616310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4616313.500000 Penalty: 5140.188477
	Iteration 105Q: 3 clusters Score -4616314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4616316.500000 Penalty: 5140.188477
	Iteration 106Q: 3 clusters Score -4616316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4616316.500000 Penalty: 5140.188477
	Iteration 107Q: 3 clusters Score -4616316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4616315.000000 Penalty: 5140.188477
	Iteration 108Q: 3 clusters Score -4616315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4616316.500000 Penalty: 5140.188477
	Iteration 109Q: 3 clusters Score -4616316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4616312.500000 Penalty: 5140.188477
	Iteration 110Q: 3 clusters Score -4616312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4616305.000000 Penalty: 5140.188477
	Iteration 111Q: 3 clusters Score -4616305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4616308.500000 Penalty: 5140.188477
	Iteration 112Q: 3 clusters Score -4616308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4616305.500000 Penalty: 5140.188477
	Iteration 113Q: 3 clusters Score -4616306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4616308.500000 Penalty: 5140.188477
	Iteration 114Q: 3 clusters Score -4616308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4616312.000000 Penalty: 5140.188477
	Iteration 115Q: 3 clusters Score -4616312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4616315.500000 Penalty: 5140.188477
	Iteration 116Q: 3 clusters Score -4616316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4616309.500000 Penalty: 5140.188477
	Iteration 117Q: 3 clusters Score -4616310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4616308.500000 Penalty: 5140.188477
	Iteration 118Q: 3 clusters Score -4616308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4616308.500000 Penalty: 5140.188477
	Iteration 119F: 3 clusters Score -4616308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Entering Unmasked Estep 
Score: -120196224.000000 Penalty: 74130.335938
Splitting cluster 8 changes total score from -120167968.000000 to -120196224.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -149758.421875 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -149758.4 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 548 members 
Entering Unmasked Estep 
Score: -147946.015625 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -147946 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148417.375000 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -148417.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -148587.109375 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -148587.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -148733.390625 Penalty: 3446.653076
	Iteration 3Q: 3 clusters Score -148733.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -148826.843750 Penalty: 3446.653076
	Iteration 4Q: 3 clusters Score -148826.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149017.500000 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -149017.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -149128.140625 Penalty: 3446.653076
	Iteration 6F: 3 clusters Score -149128.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149291.156250 Penalty: 3446.653076
	Iteration 7F: 3 clusters Score -149291.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -149507.078125 Penalty: 3446.653076
	Iteration 8F: 3 clusters Score -149507.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149634.203125 Penalty: 3446.653076
	Iteration 9F: 3 clusters Score -149634.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -149710.375000 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -149710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149747.578125 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -149747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -149809.046875 Penalty: 3446.653076
	Iteration 12Q: 3 clusters Score -149809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -149828.921875 Penalty: 3446.653076
	Iteration 13Q: 3 clusters Score -149828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -149838.734375 Penalty: 3446.653076
	Iteration 14Q: 3 clusters Score -149838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -149842.625000 Penalty: 3446.653076
	Iteration 15Q: 3 clusters Score -149842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -149844.187500 Penalty: 3446.653076
	Iteration 16Q: 3 clusters Score -149844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149845.453125 Penalty: 3446.653076
	Iteration 17Q: 3 clusters Score -149845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149845.625000 Penalty: 3446.653076
	Iteration 18F: 3 clusters Score -149845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -149849.656250 Penalty: 3446.653076
	Iteration 19Q: 3 clusters Score -149849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -149849.656250 Penalty: 3446.653076
	Iteration 20F: 3 clusters Score -149849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Entering Unmasked Estep 
Score: -120194680.000000 Penalty: 77499.898438
Splitting cluster 9 changes total score from -120167968.000000 to -120194680.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (43408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Entering Unmasked Estep 
Score: -6695514.000000 Penalty: 2648.242920
	Iteration 0F: 2 clusters Score -6695514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -6666201.000000 Penalty: 5296.485840
	Iteration 0F: 3 clusters Score -6666201 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -6677839.000000 Penalty: 5296.485840
	Iteration 1F: 3 clusters Score -6677839 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6678671.000000 Penalty: 5296.485840
	Iteration 2F: 3 clusters Score -6678671 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6679641.500000 Penalty: 5296.485840
	Iteration 3Q: 3 clusters Score -6679642 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -6680997.000000 Penalty: 5296.485840
	Iteration 4F: 3 clusters Score -6680997 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6682793.000000 Penalty: 5296.485840
	Iteration 5F: 3 clusters Score -6682793 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6685051.000000 Penalty: 5296.485840
	Iteration 6F: 3 clusters Score -6685051 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6687920.000000 Penalty: 5296.485840
	Iteration 7F: 3 clusters Score -6687920 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6691170.500000 Penalty: 5296.485840
	Iteration 8F: 3 clusters Score -6691170 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6693755.500000 Penalty: 5296.485840
	Iteration 9F: 3 clusters Score -6693756 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -6695027.000000 Penalty: 5296.485840
	Iteration 10Q: 3 clusters Score -6695027 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6695792.000000 Penalty: 5296.485840
	Iteration 11Q: 3 clusters Score -6695792 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -6696344.500000 Penalty: 5296.485840
	Iteration 12Q: 3 clusters Score -6696344 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -6696808.500000 Penalty: 5296.485840
	Iteration 13Q: 3 clusters Score -6696808 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6697189.500000 Penalty: 5296.485840
	Iteration 14Q: 3 clusters Score -6697190 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -6697470.500000 Penalty: 5296.485840
	Iteration 15Q: 3 clusters Score -6697470 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6697714.500000 Penalty: 5296.485840
	Iteration 16Q: 3 clusters Score -6697714 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6697887.000000 Penalty: 5296.485840
	Iteration 17Q: 3 clusters Score -6697887 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6698025.000000 Penalty: 5296.485840
	Iteration 18Q: 3 clusters Score -6698025 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -6698124.000000 Penalty: 5296.485840
	Iteration 19Q: 3 clusters Score -6698124 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6698180.500000 Penalty: 5296.485840
	Iteration 20F: 3 clusters Score -6698180 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -6698224.000000 Penalty: 5296.485840
	Iteration 21Q: 3 clusters Score -6698224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -6698249.000000 Penalty: 5296.485840
	Iteration 22Q: 3 clusters Score -6698249 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -6698256.500000 Penalty: 5296.485840
	Iteration 23Q: 3 clusters Score -6698256 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -6698305.000000 Penalty: 5296.485840
	Iteration 24Q: 3 clusters Score -6698305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6698351.500000 Penalty: 5296.485840
	Iteration 25Q: 3 clusters Score -6698352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -6698370.500000 Penalty: 5296.485840
	Iteration 26Q: 3 clusters Score -6698370 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6698386.500000 Penalty: 5296.485840
	Iteration 27Q: 3 clusters Score -6698386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6698432.000000 Penalty: 5296.485840
	Iteration 28Q: 3 clusters Score -6698432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -6698425.500000 Penalty: 5296.485840
	Iteration 29Q: 3 clusters Score -6698426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -6698418.500000 Penalty: 5296.485840
	Iteration 30Q: 3 clusters Score -6698418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -6698428.500000 Penalty: 5296.485840
	Iteration 31Q: 3 clusters Score -6698428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6698448.000000 Penalty: 5296.485840
	Iteration 32Q: 3 clusters Score -6698448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6698441.000000 Penalty: 5296.485840
	Iteration 33Q: 3 clusters Score -6698441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6698434.000000 Penalty: 5296.485840
	Iteration 34Q: 3 clusters Score -6698434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6698433.500000 Penalty: 5296.485840
	Iteration 35Q: 3 clusters Score -6698434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6698421.000000 Penalty: 5296.485840
	Iteration 36Q: 3 clusters Score -6698421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -6698433.000000 Penalty: 5296.485840
	Iteration 37Q: 3 clusters Score -6698433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6698429.500000 Penalty: 5296.485840
	Iteration 38Q: 3 clusters Score -6698430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6698417.000000 Penalty: 5296.485840
	Iteration 39Q: 3 clusters Score -6698417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6698429.000000 Penalty: 5296.485840
	Iteration 40F: 3 clusters Score -6698429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6698433.000000 Penalty: 5296.485840
	Iteration 41Q: 3 clusters Score -6698433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -6698428.500000 Penalty: 5296.485840
	Iteration 42Q: 3 clusters Score -6698428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6698435.500000 Penalty: 5296.485840
	Iteration 43Q: 3 clusters Score -6698436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6698447.000000 Penalty: 5296.485840
	Iteration 44Q: 3 clusters Score -6698447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6698446.000000 Penalty: 5296.485840
	Iteration 45Q: 3 clusters Score -6698446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6698438.000000 Penalty: 5296.485840
	Iteration 46Q: 3 clusters Score -6698438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -6698448.500000 Penalty: 5296.485840
	Iteration 47Q: 3 clusters Score -6698448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -6698448.500000 Penalty: 5296.485840
	Iteration 48Q: 3 clusters Score -6698448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6698456.500000 Penalty: 5296.485840
	Iteration 49Q: 3 clusters Score -6698456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -6698454.000000 Penalty: 5296.485840
	Iteration 50Q: 3 clusters Score -6698454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6698449.000000 Penalty: 5296.485840
	Iteration 51Q: 3 clusters Score -6698449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -6698453.500000 Penalty: 5296.485840
	Iteration 52Q: 3 clusters Score -6698454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -6698448.000000 Penalty: 5296.485840
	Iteration 53Q: 3 clusters Score -6698448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6698453.000000 Penalty: 5296.485840
	Iteration 54Q: 3 clusters Score -6698453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6698450.500000 Penalty: 5296.485840
	Iteration 55Q: 3 clusters Score -6698450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6698456.500000 Penalty: 5296.485840
	Iteration 56Q: 3 clusters Score -6698456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6698453.500000 Penalty: 5296.485840
	Iteration 57Q: 3 clusters Score -6698454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -6698451.000000 Penalty: 5296.485840
	Iteration 58Q: 3 clusters Score -6698451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6698455.500000 Penalty: 5296.485840
	Iteration 59Q: 3 clusters Score -6698456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6698455.500000 Penalty: 5296.485840
	Iteration 60F: 3 clusters Score -6698456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 38435 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Entering Unmasked Estep 
Score: -120196376.000000 Penalty: 80869.460938
Splitting cluster 10 changes total score from -120167968.000000 to -120196376.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (38435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Entering Unmasked Estep 
Score: -5592479.500000 Penalty: 2618.067383
	Iteration 0F: 2 clusters Score -5592480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5566524.500000 Penalty: 5236.134766
	Iteration 0F: 3 clusters Score -5566524 nChanged 17608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5577279.500000 Penalty: 5236.134766
	Iteration 1F: 3 clusters Score -5577280 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5579494.500000 Penalty: 5236.134766
	Iteration 2F: 3 clusters Score -5579494 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -5581853.500000 Penalty: 5236.134766
	Iteration 3F: 3 clusters Score -5581854 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5583922.500000 Penalty: 5236.134766
	Iteration 4F: 3 clusters Score -5583922 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5585498.500000 Penalty: 5236.134766
	Iteration 5F: 3 clusters Score -5585498 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -5586672.500000 Penalty: 5236.134766
	Iteration 6F: 3 clusters Score -5586672 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5587587.000000 Penalty: 5236.134766
	Iteration 7Q: 3 clusters Score -5587587 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5588312.000000 Penalty: 5236.134766
	Iteration 8Q: 3 clusters Score -5588312 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5588866.000000 Penalty: 5236.134766
	Iteration 9Q: 3 clusters Score -5588866 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5589267.000000 Penalty: 5236.134766
	Iteration 10Q: 3 clusters Score -5589267 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5589540.000000 Penalty: 5236.134766
	Iteration 11Q: 3 clusters Score -5589540 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5589756.500000 Penalty: 5236.134766
	Iteration 12Q: 3 clusters Score -5589756 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5589921.000000 Penalty: 5236.134766
	Iteration 13Q: 3 clusters Score -5589921 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -5590067.000000 Penalty: 5236.134766
	Iteration 14Q: 3 clusters Score -5590067 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5590216.500000 Penalty: 5236.134766
	Iteration 15Q: 3 clusters Score -5590216 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5590341.000000 Penalty: 5236.134766
	Iteration 16Q: 3 clusters Score -5590341 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5590504.500000 Penalty: 5236.134766
	Iteration 17Q: 3 clusters Score -5590504 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5590703.000000 Penalty: 5236.134766
	Iteration 18Q: 3 clusters Score -5590703 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5590855.500000 Penalty: 5236.134766
	Iteration 19Q: 3 clusters Score -5590856 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5591072.000000 Penalty: 5236.134766
	Iteration 20F: 3 clusters Score -5591072 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5591274.500000 Penalty: 5236.134766
	Iteration 21Q: 3 clusters Score -5591274 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5591444.500000 Penalty: 5236.134766
	Iteration 22Q: 3 clusters Score -5591444 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5591675.500000 Penalty: 5236.134766
	Iteration 23Q: 3 clusters Score -5591676 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5591898.000000 Penalty: 5236.134766
	Iteration 24Q: 3 clusters Score -5591898 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5592107.500000 Penalty: 5236.134766
	Iteration 25Q: 3 clusters Score -5592108 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -5592330.000000 Penalty: 5236.134766
	Iteration 26Q: 3 clusters Score -5592330 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5592549.000000 Penalty: 5236.134766
	Iteration 27Q: 3 clusters Score -5592549 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5592769.500000 Penalty: 5236.134766
	Iteration 28Q: 3 clusters Score -5592770 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5592922.500000 Penalty: 5236.134766
	Iteration 29Q: 3 clusters Score -5592922 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5593060.000000 Penalty: 5236.134766
	Iteration 30Q: 3 clusters Score -5593060 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5593144.500000 Penalty: 5236.134766
	Iteration 31Q: 3 clusters Score -5593144 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5593234.000000 Penalty: 5236.134766
	Iteration 32Q: 3 clusters Score -5593234 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5593312.000000 Penalty: 5236.134766
	Iteration 33Q: 3 clusters Score -5593312 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5593419.500000 Penalty: 5236.134766
	Iteration 34Q: 3 clusters Score -5593420 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5593495.000000 Penalty: 5236.134766
	Iteration 35Q: 3 clusters Score -5593495 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5593528.500000 Penalty: 5236.134766
	Iteration 36Q: 3 clusters Score -5593528 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5593582.500000 Penalty: 5236.134766
	Iteration 37Q: 3 clusters Score -5593582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5593619.000000 Penalty: 5236.134766
	Iteration 38Q: 3 clusters Score -5593619 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5593642.000000 Penalty: 5236.134766
	Iteration 39Q: 3 clusters Score -5593642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5593669.500000 Penalty: 5236.134766
	Iteration 40F: 3 clusters Score -5593670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5593710.500000 Penalty: 5236.134766
	Iteration 41Q: 3 clusters Score -5593710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5593743.500000 Penalty: 5236.134766
	Iteration 42Q: 3 clusters Score -5593744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5593770.000000 Penalty: 5236.134766
	Iteration 43Q: 3 clusters Score -5593770 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5593794.500000 Penalty: 5236.134766
	Iteration 44Q: 3 clusters Score -5593794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5593810.000000 Penalty: 5236.134766
	Iteration 45Q: 3 clusters Score -5593810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5593818.000000 Penalty: 5236.134766
	Iteration 46Q: 3 clusters Score -5593818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5593859.000000 Penalty: 5236.134766
	Iteration 47Q: 3 clusters Score -5593859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5593871.500000 Penalty: 5236.134766
	Iteration 48Q: 3 clusters Score -5593872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5593858.500000 Penalty: 5236.134766
	Iteration 49Q: 3 clusters Score -5593858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5593885.000000 Penalty: 5236.134766
	Iteration 50Q: 3 clusters Score -5593885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5593916.000000 Penalty: 5236.134766
	Iteration 51Q: 3 clusters Score -5593916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5593944.500000 Penalty: 5236.134766
	Iteration 52Q: 3 clusters Score -5593944 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5594003.000000 Penalty: 5236.134766
	Iteration 53Q: 3 clusters Score -5594003 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5594051.000000 Penalty: 5236.134766
	Iteration 54Q: 3 clusters Score -5594051 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -5594138.500000 Penalty: 5236.134766
	Iteration 55Q: 3 clusters Score -5594138 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -5594232.000000 Penalty: 5236.134766
	Iteration 56Q: 3 clusters Score -5594232 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5594326.500000 Penalty: 5236.134766
	Iteration 57Q: 3 clusters Score -5594326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5594413.500000 Penalty: 5236.134766
	Iteration 58Q: 3 clusters Score -5594414 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -5594516.000000 Penalty: 5236.134766
	Iteration 59Q: 3 clusters Score -5594516 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5594572.500000 Penalty: 5236.134766
	Iteration 60F: 3 clusters Score -5594572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5594609.500000 Penalty: 5236.134766
	Iteration 61Q: 3 clusters Score -5594610 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5594630.500000 Penalty: 5236.134766
	Iteration 62Q: 3 clusters Score -5594630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5594637.500000 Penalty: 5236.134766
	Iteration 63Q: 3 clusters Score -5594638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5594658.000000 Penalty: 5236.134766
	Iteration 64Q: 3 clusters Score -5594658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5594649.000000 Penalty: 5236.134766
	Iteration 65Q: 3 clusters Score -5594649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5594648.500000 Penalty: 5236.134766
	Iteration 66Q: 3 clusters Score -5594648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5594667.000000 Penalty: 5236.134766
	Iteration 67Q: 3 clusters Score -5594667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5594673.500000 Penalty: 5236.134766
	Iteration 68Q: 3 clusters Score -5594674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5594665.500000 Penalty: 5236.134766
	Iteration 69Q: 3 clusters Score -5594666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5594677.500000 Penalty: 5236.134766
	Iteration 70Q: 3 clusters Score -5594678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5594683.000000 Penalty: 5236.134766
	Iteration 71Q: 3 clusters Score -5594683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5594676.500000 Penalty: 5236.134766
	Iteration 72Q: 3 clusters Score -5594676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5594676.000000 Penalty: 5236.134766
	Iteration 73Q: 3 clusters Score -5594676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5594682.500000 Penalty: 5236.134766
	Iteration 74Q: 3 clusters Score -5594682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5594677.000000 Penalty: 5236.134766
	Iteration 75Q: 3 clusters Score -5594677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5594675.000000 Penalty: 5236.134766
	Iteration 76Q: 3 clusters Score -5594675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5594678.500000 Penalty: 5236.134766
	Iteration 77Q: 3 clusters Score -5594678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5594680.000000 Penalty: 5236.134766
	Iteration 78Q: 3 clusters Score -5594680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5594678.500000 Penalty: 5236.134766
	Iteration 79Q: 3 clusters Score -5594678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5594680.000000 Penalty: 5236.134766
	Iteration 80F: 3 clusters Score -5594680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Entering Unmasked Estep 
Score: -120197408.000000 Penalty: 84239.023438
Splitting cluster 11 changes total score from -120167968.000000 to -120197408.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (23748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Entering Unmasked Estep 
Score: -3502184.250000 Penalty: 2498.662842
	Iteration 0F: 2 clusters Score -3502184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3485693.750000 Penalty: 4997.325684
	Iteration 0F: 3 clusters Score -3485694 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3492582.250000 Penalty: 4997.325684
	Iteration 1F: 3 clusters Score -3492582 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3494468.250000 Penalty: 4997.325684
	Iteration 2F: 3 clusters Score -3494468 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3496578.000000 Penalty: 4997.325684
	Iteration 3F: 3 clusters Score -3496578 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3498317.500000 Penalty: 4997.325684
	Iteration 4F: 3 clusters Score -3498318 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3499545.250000 Penalty: 4997.325684
	Iteration 5F: 3 clusters Score -3499545 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3500303.500000 Penalty: 4997.325684
	Iteration 6F: 3 clusters Score -3500304 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3500869.500000 Penalty: 4997.325684
	Iteration 7Q: 3 clusters Score -3500870 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3501293.000000 Penalty: 4997.325684
	Iteration 8Q: 3 clusters Score -3501293 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3501625.250000 Penalty: 4997.325684
	Iteration 9Q: 3 clusters Score -3501625 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3501846.250000 Penalty: 4997.325684
	Iteration 10Q: 3 clusters Score -3501846 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3501963.750000 Penalty: 4997.325684
	Iteration 11Q: 3 clusters Score -3501964 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3502076.750000 Penalty: 4997.325684
	Iteration 12Q: 3 clusters Score -3502077 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3502138.750000 Penalty: 4997.325684
	Iteration 13Q: 3 clusters Score -3502139 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3502188.750000 Penalty: 4997.325684
	Iteration 14Q: 3 clusters Score -3502189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3502243.250000 Penalty: 4997.325684
	Iteration 15Q: 3 clusters Score -3502243 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3502280.250000 Penalty: 4997.325684
	Iteration 16Q: 3 clusters Score -3502280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3502302.500000 Penalty: 4997.325684
	Iteration 17Q: 3 clusters Score -3502302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3502329.250000 Penalty: 4997.325684
	Iteration 18Q: 3 clusters Score -3502329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3502364.500000 Penalty: 4997.325684
	Iteration 19Q: 3 clusters Score -3502364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3502392.500000 Penalty: 4997.325684
	Iteration 20F: 3 clusters Score -3502392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3502416.500000 Penalty: 4997.325684
	Iteration 21Q: 3 clusters Score -3502416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3502454.000000 Penalty: 4997.325684
	Iteration 22Q: 3 clusters Score -3502454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3502502.250000 Penalty: 4997.325684
	Iteration 23Q: 3 clusters Score -3502502 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3502574.750000 Penalty: 4997.325684
	Iteration 24Q: 3 clusters Score -3502575 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3502671.250000 Penalty: 4997.325684
	Iteration 25Q: 3 clusters Score -3502671 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3502777.750000 Penalty: 4997.325684
	Iteration 26Q: 3 clusters Score -3502778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3502873.750000 Penalty: 4997.325684
	Iteration 27Q: 3 clusters Score -3502874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3502956.250000 Penalty: 4997.325684
	Iteration 28Q: 3 clusters Score -3502956 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3502999.750000 Penalty: 4997.325684
	Iteration 29Q: 3 clusters Score -3503000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3503037.250000 Penalty: 4997.325684
	Iteration 30Q: 3 clusters Score -3503037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3503051.750000 Penalty: 4997.325684
	Iteration 31Q: 3 clusters Score -3503052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3503071.250000 Penalty: 4997.325684
	Iteration 32Q: 3 clusters Score -3503071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3503088.500000 Penalty: 4997.325684
	Iteration 33Q: 3 clusters Score -3503088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3503103.750000 Penalty: 4997.325684
	Iteration 34Q: 3 clusters Score -3503104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3503110.250000 Penalty: 4997.325684
	Iteration 35Q: 3 clusters Score -3503110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3503114.500000 Penalty: 4997.325684
	Iteration 36Q: 3 clusters Score -3503114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3503120.750000 Penalty: 4997.325684
	Iteration 37Q: 3 clusters Score -3503121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3503128.750000 Penalty: 4997.325684
	Iteration 38Q: 3 clusters Score -3503129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3503133.750000 Penalty: 4997.325684
	Iteration 39Q: 3 clusters Score -3503134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3503129.000000 Penalty: 4997.325684
	Iteration 40F: 3 clusters Score -3503129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3503133.750000 Penalty: 4997.325684
	Iteration 41Q: 3 clusters Score -3503134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3503133.250000 Penalty: 4997.325684
	Iteration 42Q: 3 clusters Score -3503133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3503137.000000 Penalty: 4997.325684
	Iteration 43Q: 3 clusters Score -3503137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3503136.250000 Penalty: 4997.325684
	Iteration 44Q: 3 clusters Score -3503136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3503144.250000 Penalty: 4997.325684
	Iteration 45Q: 3 clusters Score -3503144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3503141.750000 Penalty: 4997.325684
	Iteration 46Q: 3 clusters Score -3503142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3503140.250000 Penalty: 4997.325684
	Iteration 47Q: 3 clusters Score -3503140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3503137.250000 Penalty: 4997.325684
	Iteration 48Q: 3 clusters Score -3503137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3503133.750000 Penalty: 4997.325684
	Iteration 49Q: 3 clusters Score -3503134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3503132.500000 Penalty: 4997.325684
	Iteration 50Q: 3 clusters Score -3503132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3503133.750000 Penalty: 4997.325684
	Iteration 51Q: 3 clusters Score -3503134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3503135.000000 Penalty: 4997.325684
	Iteration 52Q: 3 clusters Score -3503135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3503138.000000 Penalty: 4997.325684
	Iteration 53Q: 3 clusters Score -3503138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3503144.750000 Penalty: 4997.325684
	Iteration 54Q: 3 clusters Score -3503145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3503143.000000 Penalty: 4997.325684
	Iteration 55Q: 3 clusters Score -3503143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3503145.500000 Penalty: 4997.325684
	Iteration 56Q: 3 clusters Score -3503146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3503151.500000 Penalty: 4997.325684
	Iteration 57Q: 3 clusters Score -3503152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3503150.750000 Penalty: 4997.325684
	Iteration 58Q: 3 clusters Score -3503151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3503159.250000 Penalty: 4997.325684
	Iteration 59Q: 3 clusters Score -3503159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3503154.750000 Penalty: 4997.325684
	Iteration 60F: 3 clusters Score -3503155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3503155.000000 Penalty: 4997.325684
	Iteration 61Q: 3 clusters Score -3503155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3503155.000000 Penalty: 4997.325684
	Iteration 62F: 3 clusters Score -3503155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Entering Unmasked Estep 
Score: -120197184.000000 Penalty: 87608.578125
Splitting cluster 12 changes total score from -120167968.000000 to -120197184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -395106.812500 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -395106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -392406.625000 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -392406.6 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -394512.625000 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -394512.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -395274.062500 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -395274.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -395998.687500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -395998.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -397138.531250 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -397138.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -398450.125000 Penalty: 3938.706299
	Iteration 5F: 3 clusters Score -398450.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -399479.937500 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -399479.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -399865.500000 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -399865.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -400314.531250 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -400314.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -400415.656250 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -400415.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -400485.312500 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -400485.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -400591.687500 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -400591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -400692.281250 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -400692.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -400758.343750 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -400758.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -400782.437500 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -400782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -400827.406250 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -400827.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -400875.656250 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -400875.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -400908.093750 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -400908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -400922.343750 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -400922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -400926.000000 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -400926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -400939.000000 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -400939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -400951.781250 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -400951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -400955.812500 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -400955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400959.375000 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -400959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -400968.125000 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -400968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -400968.156250 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -400968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -400968.156250 Penalty: 3938.706299
	Iteration 26F: 3 clusters Score -400968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 125418 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Entering Unmasked Estep 
Score: -120201168.000000 Penalty: 90978.140625
Splitting cluster 13 changes total score from -120167968.000000 to -120201168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (125418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Entering Unmasked Estep 
Score: -19289570.000000 Penalty: 2911.373047
	Iteration 0F: 2 clusters Score -1.928957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -19209964.000000 Penalty: 5822.746094
	Iteration 0F: 3 clusters Score -1.920996e+07 nChanged 59685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -19245636.000000 Penalty: 5822.746094
	Iteration 1F: 3 clusters Score -1.924564e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -19249306.000000 Penalty: 5822.746094
	Iteration 2F: 3 clusters Score -1.924931e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -19255092.000000 Penalty: 5822.746094
	Iteration 3F: 3 clusters Score -1.925509e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -19263574.000000 Penalty: 5822.746094
	Iteration 4F: 3 clusters Score -1.926357e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -19271626.000000 Penalty: 5822.746094
	Iteration 5F: 3 clusters Score -1.927163e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -19278618.000000 Penalty: 5822.746094
	Iteration 6F: 3 clusters Score -1.927862e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -19283952.000000 Penalty: 5822.746094
	Iteration 7F: 3 clusters Score -1.928395e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -19287442.000000 Penalty: 5822.746094
	Iteration 8F: 3 clusters Score -1.928744e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -19289772.000000 Penalty: 5822.746094
	Iteration 9Q: 3 clusters Score -1.928977e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -19291232.000000 Penalty: 5822.746094
	Iteration 10Q: 3 clusters Score -1.929123e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -19292528.000000 Penalty: 5822.746094
	Iteration 11Q: 3 clusters Score -1.929253e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -19293942.000000 Penalty: 5822.746094
	Iteration 12Q: 3 clusters Score -1.929394e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -19295448.000000 Penalty: 5822.746094
	Iteration 13Q: 3 clusters Score -1.929545e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -19297334.000000 Penalty: 5822.746094
	Iteration 14Q: 3 clusters Score -1.929733e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -19299538.000000 Penalty: 5822.746094
	Iteration 15Q: 3 clusters Score -1.929954e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -19302972.000000 Penalty: 5822.746094
	Iteration 16Q: 3 clusters Score -1.930297e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -19308892.000000 Penalty: 5822.746094
	Iteration 17Q: 3 clusters Score -1.930889e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -19316242.000000 Penalty: 5822.746094
	Iteration 18Q: 3 clusters Score -1.931624e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -19320778.000000 Penalty: 5822.746094
	Iteration 19Q: 3 clusters Score -1.932078e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -19322730.000000 Penalty: 5822.746094
	Iteration 20F: 3 clusters Score -1.932273e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -19323652.000000 Penalty: 5822.746094
	Iteration 21Q: 3 clusters Score -1.932365e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -19324154.000000 Penalty: 5822.746094
	Iteration 22Q: 3 clusters Score -1.932415e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -19324492.000000 Penalty: 5822.746094
	Iteration 23Q: 3 clusters Score -1.932449e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -19324708.000000 Penalty: 5822.746094
	Iteration 24Q: 3 clusters Score -1.932471e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -19324830.000000 Penalty: 5822.746094
	Iteration 25Q: 3 clusters Score -1.932483e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -19324890.000000 Penalty: 5822.746094
	Iteration 26Q: 3 clusters Score -1.932489e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -19324936.000000 Penalty: 5822.746094
	Iteration 27Q: 3 clusters Score -1.932494e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -19324990.000000 Penalty: 5822.746094
	Iteration 28Q: 3 clusters Score -1.932499e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -19324968.000000 Penalty: 5822.746094
	Iteration 29Q: 3 clusters Score -1.932497e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -19324984.000000 Penalty: 5822.746094
	Iteration 30Q: 3 clusters Score -1.932498e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -19324966.000000 Penalty: 5822.746094
	Iteration 31Q: 3 clusters Score -1.932497e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -19325002.000000 Penalty: 5822.746094
	Iteration 32Q: 3 clusters Score -1.9325e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -19325018.000000 Penalty: 5822.746094
	Iteration 33Q: 3 clusters Score -1.932502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -19325010.000000 Penalty: 5822.746094
	Iteration 34Q: 3 clusters Score -1.932501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -19325024.000000 Penalty: 5822.746094
	Iteration 35Q: 3 clusters Score -1.932502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -19325028.000000 Penalty: 5822.746094
	Iteration 36Q: 3 clusters Score -1.932503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -19325042.000000 Penalty: 5822.746094
	Iteration 37Q: 3 clusters Score -1.932504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -19325032.000000 Penalty: 5822.746094
	Iteration 38Q: 3 clusters Score -1.932503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -19325032.000000 Penalty: 5822.746094
	Iteration 39Q: 3 clusters Score -1.932503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -19325024.000000 Penalty: 5822.746094
	Iteration 40F: 3 clusters Score -1.932502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -19325004.000000 Penalty: 5822.746094
	Iteration 41Q: 3 clusters Score -1.9325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -19325016.000000 Penalty: 5822.746094
	Iteration 42Q: 3 clusters Score -1.932502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -19325026.000000 Penalty: 5822.746094
	Iteration 43Q: 3 clusters Score -1.932503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -19325022.000000 Penalty: 5822.746094
	Iteration 44Q: 3 clusters Score -1.932502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -19325022.000000 Penalty: 5822.746094
	Iteration 45Q: 3 clusters Score -1.932502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -19325020.000000 Penalty: 5822.746094
	Iteration 46Q: 3 clusters Score -1.932502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -19325032.000000 Penalty: 5822.746094
	Iteration 47Q: 3 clusters Score -1.932503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -19325030.000000 Penalty: 5822.746094
	Iteration 48Q: 3 clusters Score -1.932503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -19325022.000000 Penalty: 5822.746094
	Iteration 49Q: 3 clusters Score -1.932502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -19325022.000000 Penalty: 5822.746094
	Iteration 50F: 3 clusters Score -1.932502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 67341 members 
Entering Unmasked Estep 
Score: -120237360.000000 Penalty: 94347.703125
Splitting cluster 14 changes total score from -120167968.000000 to -120237360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -145166.328125 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -145166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143359.640625 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -143359.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -144396.859375 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -144396.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145469.156250 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -145469.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -146205.015625 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -146205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -146388.093750 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -146388.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -146474.875000 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -146474.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -146562.328125 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -146562.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146711.968750 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -146712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -146979.359375 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -146979.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -147067.984375 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -147068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147115.515625 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -147115.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -147142.500000 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -147142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147166.187500 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -147166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -147211.562500 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -147211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147284.421875 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -147284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147361.484375 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -147361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147383.640625 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -147383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147394.062500 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -147394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -147405.046875 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -147405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147414.140625 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -147414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -147452.812500 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -147452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -147511.171875 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -147511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147614.781250 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -147614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -147661.718750 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -147661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -147686.843750 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -147686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -147698.906250 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -147698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147700.515625 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -147700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147705.984375 Penalty: 3507.921387
	Iteration 27F: 3 clusters Score -147706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -147718.953125 Penalty: 3507.921387
	Iteration 28Q: 3 clusters Score -147719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147749.343750 Penalty: 3507.921387
	Iteration 29Q: 3 clusters Score -147749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147780.593750 Penalty: 3507.921387
	Iteration 30Q: 3 clusters Score -147780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -147790.468750 Penalty: 3507.921387
	Iteration 31Q: 3 clusters Score -147790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -147795.375000 Penalty: 3507.921387
	Iteration 32Q: 3 clusters Score -147795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147796.765625 Penalty: 3507.921387
	Iteration 33Q: 3 clusters Score -147796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -147798.812500 Penalty: 3507.921387
	Iteration 34Q: 3 clusters Score -147798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -147808.437500 Penalty: 3507.921387
	Iteration 35F: 3 clusters Score -147808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -147827.781250 Penalty: 3507.921387
	Iteration 36Q: 3 clusters Score -147827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -147832.625000 Penalty: 3507.921387
	Iteration 37Q: 3 clusters Score -147832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147834.000000 Penalty: 3507.921387
	Iteration 38Q: 3 clusters Score -147834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147837.140625 Penalty: 3507.921387
	Iteration 39Q: 3 clusters Score -147837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147843.437500 Penalty: 3507.921387
	Iteration 40F: 3 clusters Score -147843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147891.718750 Penalty: 3507.921387
	Iteration 41Q: 3 clusters Score -147891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147910.890625 Penalty: 3507.921387
	Iteration 42Q: 3 clusters Score -147910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -147916.593750 Penalty: 3507.921387
	Iteration 43Q: 3 clusters Score -147916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147919.031250 Penalty: 3507.921387
	Iteration 44Q: 3 clusters Score -147919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147919.031250 Penalty: 3507.921387
	Iteration 45F: 3 clusters Score -147919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 67341 members 
Mstep: Class 29 contains 586 members 
Entering Unmasked Estep 
Score: -120238504.000000 Penalty: 97717.265625
Splitting cluster 15 changes total score from -120167968.000000 to -120238504.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -768591.000000 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -768591 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 2632 members 
Entering Unmasked Estep 
Score: -763980.250000 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -763980.2 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -765838.687500 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -765838.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -767351.125000 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -767351.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -769050.000000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -769050 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -770399.437500 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -770399.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -771003.125000 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -771003.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -771299.187500 Penalty: 4256.972656
	Iteration 6Q: 3 clusters Score -771299.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -771478.000000 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -771478 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -771621.187500 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -771621.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -771761.875000 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -771761.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -771955.250000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -771955.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -772151.125000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -772151.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -772310.937500 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -772310.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -772432.750000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -772432.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -772501.187500 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -772501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -772529.062500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -772529.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -772547.312500 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -772547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -772559.562500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -772559.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -772569.875000 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -772569.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -772594.375000 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -772594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -772616.687500 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -772616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -772628.875000 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -772628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -772632.437500 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -772632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -772637.250000 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -772637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -772637.687500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -772637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -772638.437500 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -772638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -772640.687500 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -772640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -772644.812500 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -772644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -772644.875000 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -772644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -772646.125000 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -772646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -772646.125000 Penalty: 4256.972656
	Iteration 30F: 3 clusters Score -772646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 23411 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 67341 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 3772 members 
Entering Unmasked Estep 
Score: -120241152.000000 Penalty: 101086.828125
Splitting cluster 16 changes total score from -120167968.000000 to -120241152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3412411.250000 Penalty: 2495.118408
	Iteration 0F: 2 clusters Score -3412411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3396302.250000 Penalty: 4990.236816
	Iteration 0F: 3 clusters Score -3396302 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3404864.000000 Penalty: 4990.236816
	Iteration 1F: 3 clusters Score -3404864 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3409019.250000 Penalty: 4990.236816
	Iteration 2F: 3 clusters Score -3409019 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3412762.500000 Penalty: 4990.236816
	Iteration 3F: 3 clusters Score -3412762 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3414511.250000 Penalty: 4990.236816
	Iteration 4F: 3 clusters Score -3414511 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3415183.000000 Penalty: 4990.236816
	Iteration 5F: 3 clusters Score -3415183 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3415469.000000 Penalty: 4990.236816
	Iteration 6Q: 3 clusters Score -3415469 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3415584.500000 Penalty: 4990.236816
	Iteration 7Q: 3 clusters Score -3415584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3415642.750000 Penalty: 4990.236816
	Iteration 8Q: 3 clusters Score -3415643 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3415674.250000 Penalty: 4990.236816
	Iteration 9Q: 3 clusters Score -3415674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3415702.250000 Penalty: 4990.236816
	Iteration 10Q: 3 clusters Score -3415702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3415715.500000 Penalty: 4990.236816
	Iteration 11Q: 3 clusters Score -3415716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3415722.500000 Penalty: 4990.236816
	Iteration 12Q: 3 clusters Score -3415722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3415733.500000 Penalty: 4990.236816
	Iteration 13Q: 3 clusters Score -3415734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3415742.500000 Penalty: 4990.236816
	Iteration 14Q: 3 clusters Score -3415742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3415746.000000 Penalty: 4990.236816
	Iteration 15Q: 3 clusters Score -3415746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3415757.750000 Penalty: 4990.236816
	Iteration 16Q: 3 clusters Score -3415758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3415769.000000 Penalty: 4990.236816
	Iteration 17Q: 3 clusters Score -3415769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3415774.750000 Penalty: 4990.236816
	Iteration 18Q: 3 clusters Score -3415775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3415793.000000 Penalty: 4990.236816
	Iteration 19Q: 3 clusters Score -3415793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3415803.000000 Penalty: 4990.236816
	Iteration 20F: 3 clusters Score -3415803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3415810.250000 Penalty: 4990.236816
	Iteration 21Q: 3 clusters Score -3415810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3415834.250000 Penalty: 4990.236816
	Iteration 22Q: 3 clusters Score -3415834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3415848.750000 Penalty: 4990.236816
	Iteration 23Q: 3 clusters Score -3415849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3415860.500000 Penalty: 4990.236816
	Iteration 24Q: 3 clusters Score -3415860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3415866.000000 Penalty: 4990.236816
	Iteration 25Q: 3 clusters Score -3415866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3415878.750000 Penalty: 4990.236816
	Iteration 26Q: 3 clusters Score -3415879 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3415892.250000 Penalty: 4990.236816
	Iteration 27Q: 3 clusters Score -3415892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3415902.000000 Penalty: 4990.236816
	Iteration 28Q: 3 clusters Score -3415902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3415911.500000 Penalty: 4990.236816
	Iteration 29Q: 3 clusters Score -3415912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3415926.500000 Penalty: 4990.236816
	Iteration 30Q: 3 clusters Score -3415926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3415956.000000 Penalty: 4990.236816
	Iteration 31Q: 3 clusters Score -3415956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3415951.500000 Penalty: 4990.236816
	Iteration 32Q: 3 clusters Score -3415952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3415978.750000 Penalty: 4990.236816
	Iteration 33Q: 3 clusters Score -3415979 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3416023.250000 Penalty: 4990.236816
	Iteration 34Q: 3 clusters Score -3416023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3416039.000000 Penalty: 4990.236816
	Iteration 35Q: 3 clusters Score -3416039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3416064.500000 Penalty: 4990.236816
	Iteration 36Q: 3 clusters Score -3416064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3416091.000000 Penalty: 4990.236816
	Iteration 37Q: 3 clusters Score -3416091 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3416134.250000 Penalty: 4990.236816
	Iteration 38Q: 3 clusters Score -3416134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3416170.000000 Penalty: 4990.236816
	Iteration 39Q: 3 clusters Score -3416170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3416196.750000 Penalty: 4990.236816
	Iteration 40F: 3 clusters Score -3416197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3416214.500000 Penalty: 4990.236816
	Iteration 41Q: 3 clusters Score -3416214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3416231.000000 Penalty: 4990.236816
	Iteration 42Q: 3 clusters Score -3416231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3416249.500000 Penalty: 4990.236816
	Iteration 43Q: 3 clusters Score -3416250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3416258.000000 Penalty: 4990.236816
	Iteration 44Q: 3 clusters Score -3416258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3416282.750000 Penalty: 4990.236816
	Iteration 45Q: 3 clusters Score -3416283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3416291.500000 Penalty: 4990.236816
	Iteration 46Q: 3 clusters Score -3416292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3416303.500000 Penalty: 4990.236816
	Iteration 47Q: 3 clusters Score -3416304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3416319.750000 Penalty: 4990.236816
	Iteration 48Q: 3 clusters Score -3416320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3416325.500000 Penalty: 4990.236816
	Iteration 49Q: 3 clusters Score -3416326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3416339.000000 Penalty: 4990.236816
	Iteration 50Q: 3 clusters Score -3416339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3416351.000000 Penalty: 4990.236816
	Iteration 51Q: 3 clusters Score -3416351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3416356.000000 Penalty: 4990.236816
	Iteration 52Q: 3 clusters Score -3416356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3416353.000000 Penalty: 4990.236816
	Iteration 53Q: 3 clusters Score -3416353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3416355.250000 Penalty: 4990.236816
	Iteration 54Q: 3 clusters Score -3416355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3416355.250000 Penalty: 4990.236816
	Iteration 55Q: 3 clusters Score -3416355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3416357.500000 Penalty: 4990.236816
	Iteration 56Q: 3 clusters Score -3416358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3416345.500000 Penalty: 4990.236816
	Iteration 57Q: 3 clusters Score -3416346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3416348.250000 Penalty: 4990.236816
	Iteration 58Q: 3 clusters Score -3416348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3416345.500000 Penalty: 4990.236816
	Iteration 59Q: 3 clusters Score -3416346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3416349.250000 Penalty: 4990.236816
	Iteration 60F: 3 clusters Score -3416349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3416345.250000 Penalty: 4990.236816
	Iteration 61Q: 3 clusters Score -3416345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3416348.500000 Penalty: 4990.236816
	Iteration 62Q: 3 clusters Score -3416348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3416351.750000 Penalty: 4990.236816
	Iteration 63Q: 3 clusters Score -3416352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3416358.750000 Penalty: 4990.236816
	Iteration 64Q: 3 clusters Score -3416359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3416365.250000 Penalty: 4990.236816
	Iteration 65Q: 3 clusters Score -3416365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3416363.000000 Penalty: 4990.236816
	Iteration 66Q: 3 clusters Score -3416363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3416363.750000 Penalty: 4990.236816
	Iteration 67Q: 3 clusters Score -3416364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3416364.000000 Penalty: 4990.236816
	Iteration 68Q: 3 clusters Score -3416364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3416362.750000 Penalty: 4990.236816
	Iteration 69Q: 3 clusters Score -3416363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3416367.500000 Penalty: 4990.236816
	Iteration 70Q: 3 clusters Score -3416368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3416369.250000 Penalty: 4990.236816
	Iteration 71Q: 3 clusters Score -3416369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3416371.000000 Penalty: 4990.236816
	Iteration 72Q: 3 clusters Score -3416371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3416368.750000 Penalty: 4990.236816
	Iteration 73Q: 3 clusters Score -3416369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3416381.000000 Penalty: 4990.236816
	Iteration 74Q: 3 clusters Score -3416381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3416381.000000 Penalty: 4990.236816
	Iteration 75Q: 3 clusters Score -3416381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3416382.250000 Penalty: 4990.236816
	Iteration 76Q: 3 clusters Score -3416382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3416386.500000 Penalty: 4990.236816
	Iteration 77Q: 3 clusters Score -3416386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3416388.500000 Penalty: 4990.236816
	Iteration 78Q: 3 clusters Score -3416388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3416384.250000 Penalty: 4990.236816
	Iteration 79Q: 3 clusters Score -3416384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3416389.750000 Penalty: 4990.236816
	Iteration 80F: 3 clusters Score -3416390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3416385.000000 Penalty: 4990.236816
	Iteration 81Q: 3 clusters Score -3416385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3416385.000000 Penalty: 4990.236816
	Iteration 82F: 3 clusters Score -3416385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 114133 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 67341 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 21097 members 
Entering Unmasked Estep 
Score: -120244552.000000 Penalty: 104456.382812
Splitting cluster 19 changes total score from -120167968.000000 to -120244552.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (114133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Entering Unmasked Estep 
Score: -17582654.000000 Penalty: 2887.989746
	Iteration 0F: 2 clusters Score -1.758265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -17514000.000000 Penalty: 5775.979492
	Iteration 0F: 3 clusters Score -1.7514e+07 nChanged 54194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -17546156.000000 Penalty: 5775.979492
	Iteration 1F: 3 clusters Score -1.754616e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -17547880.000000 Penalty: 5775.979492
	Iteration 2Q: 3 clusters Score -1.754788e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -17550006.000000 Penalty: 5775.979492
	Iteration 3Q: 3 clusters Score -1.755001e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -17552764.000000 Penalty: 5775.979492
	Iteration 4F: 3 clusters Score -1.755276e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -17556762.000000 Penalty: 5775.979492
	Iteration 5F: 3 clusters Score -1.755676e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -17562142.000000 Penalty: 5775.979492
	Iteration 6F: 3 clusters Score -1.756214e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -17568386.000000 Penalty: 5775.979492
	Iteration 7F: 3 clusters Score -1.756839e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -17574222.000000 Penalty: 5775.979492
	Iteration 8F: 3 clusters Score -1.757422e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -17578898.000000 Penalty: 5775.979492
	Iteration 9F: 3 clusters Score -1.75789e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -17582632.000000 Penalty: 5775.979492
	Iteration 10Q: 3 clusters Score -1.758263e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -17585444.000000 Penalty: 5775.979492
	Iteration 11Q: 3 clusters Score -1.758544e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -17588240.000000 Penalty: 5775.979492
	Iteration 12Q: 3 clusters Score -1.758824e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -17591248.000000 Penalty: 5775.979492
	Iteration 13Q: 3 clusters Score -1.759125e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -17594404.000000 Penalty: 5775.979492
	Iteration 14Q: 3 clusters Score -1.75944e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -17597856.000000 Penalty: 5775.979492
	Iteration 15Q: 3 clusters Score -1.759786e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -17600638.000000 Penalty: 5775.979492
	Iteration 16Q: 3 clusters Score -1.760064e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -17602550.000000 Penalty: 5775.979492
	Iteration 17Q: 3 clusters Score -1.760255e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -17603672.000000 Penalty: 5775.979492
	Iteration 18Q: 3 clusters Score -1.760367e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -17604406.000000 Penalty: 5775.979492
	Iteration 19Q: 3 clusters Score -1.760441e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -17604938.000000 Penalty: 5775.979492
	Iteration 20F: 3 clusters Score -1.760494e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -17605328.000000 Penalty: 5775.979492
	Iteration 21Q: 3 clusters Score -1.760533e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -17605698.000000 Penalty: 5775.979492
	Iteration 22Q: 3 clusters Score -1.76057e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -17605936.000000 Penalty: 5775.979492
	Iteration 23Q: 3 clusters Score -1.760594e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -17606112.000000 Penalty: 5775.979492
	Iteration 24Q: 3 clusters Score -1.760611e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -17606266.000000 Penalty: 5775.979492
	Iteration 25Q: 3 clusters Score -1.760627e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -17606534.000000 Penalty: 5775.979492
	Iteration 26Q: 3 clusters Score -1.760653e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -17606740.000000 Penalty: 5775.979492
	Iteration 27Q: 3 clusters Score -1.760674e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -17607046.000000 Penalty: 5775.979492
	Iteration 28Q: 3 clusters Score -1.760705e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -17607458.000000 Penalty: 5775.979492
	Iteration 29Q: 3 clusters Score -1.760746e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -17607744.000000 Penalty: 5775.979492
	Iteration 30Q: 3 clusters Score -1.760774e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -17608196.000000 Penalty: 5775.979492
	Iteration 31Q: 3 clusters Score -1.76082e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -17608572.000000 Penalty: 5775.979492
	Iteration 32Q: 3 clusters Score -1.760857e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -17608876.000000 Penalty: 5775.979492
	Iteration 33Q: 3 clusters Score -1.760888e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -17609170.000000 Penalty: 5775.979492
	Iteration 34Q: 3 clusters Score -1.760917e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -17609480.000000 Penalty: 5775.979492
	Iteration 35Q: 3 clusters Score -1.760948e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -17609700.000000 Penalty: 5775.979492
	Iteration 36Q: 3 clusters Score -1.76097e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -17609888.000000 Penalty: 5775.979492
	Iteration 37Q: 3 clusters Score -1.760989e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -17609982.000000 Penalty: 5775.979492
	Iteration 38Q: 3 clusters Score -1.760998e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -17610110.000000 Penalty: 5775.979492
	Iteration 39Q: 3 clusters Score -1.761011e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -17610338.000000 Penalty: 5775.979492
	Iteration 40F: 3 clusters Score -1.761034e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -17610478.000000 Penalty: 5775.979492
	Iteration 41Q: 3 clusters Score -1.761048e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -17610578.000000 Penalty: 5775.979492
	Iteration 42Q: 3 clusters Score -1.761058e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -17610682.000000 Penalty: 5775.979492
	Iteration 43Q: 3 clusters Score -1.761068e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -17610686.000000 Penalty: 5775.979492
	Iteration 44Q: 3 clusters Score -1.761069e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -17610728.000000 Penalty: 5775.979492
	Iteration 45Q: 3 clusters Score -1.761073e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -17610742.000000 Penalty: 5775.979492
	Iteration 46Q: 3 clusters Score -1.761074e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -17610806.000000 Penalty: 5775.979492
	Iteration 47Q: 3 clusters Score -1.761081e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -17610814.000000 Penalty: 5775.979492
	Iteration 48Q: 3 clusters Score -1.761081e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -17610830.000000 Penalty: 5775.979492
	Iteration 49Q: 3 clusters Score -1.761083e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -17610878.000000 Penalty: 5775.979492
	Iteration 50Q: 3 clusters Score -1.761088e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -17610900.000000 Penalty: 5775.979492
	Iteration 51Q: 3 clusters Score -1.76109e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -17610906.000000 Penalty: 5775.979492
	Iteration 52Q: 3 clusters Score -1.761091e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -17610928.000000 Penalty: 5775.979492
	Iteration 53Q: 3 clusters Score -1.761093e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -17610950.000000 Penalty: 5775.979492
	Iteration 54Q: 3 clusters Score -1.761095e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -17610970.000000 Penalty: 5775.979492
	Iteration 55Q: 3 clusters Score -1.761097e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -17610960.000000 Penalty: 5775.979492
	Iteration 56Q: 3 clusters Score -1.761096e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -17610988.000000 Penalty: 5775.979492
	Iteration 57Q: 3 clusters Score -1.761099e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -17610984.000000 Penalty: 5775.979492
	Iteration 58Q: 3 clusters Score -1.761098e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -17610996.000000 Penalty: 5775.979492
	Iteration 59Q: 3 clusters Score -1.7611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -17610974.000000 Penalty: 5775.979492
	Iteration 60F: 3 clusters Score -1.761097e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -17610976.000000 Penalty: 5775.979492
	Iteration 61Q: 3 clusters Score -1.761098e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -17610992.000000 Penalty: 5775.979492
	Iteration 62Q: 3 clusters Score -1.761099e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 63Q: 3 clusters Score -1.761101e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -17610988.000000 Penalty: 5775.979492
	Iteration 64Q: 3 clusters Score -1.761099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -17610984.000000 Penalty: 5775.979492
	Iteration 65Q: 3 clusters Score -1.761098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -17610986.000000 Penalty: 5775.979492
	Iteration 66Q: 3 clusters Score -1.761099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -17610972.000000 Penalty: 5775.979492
	Iteration 67Q: 3 clusters Score -1.761097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -17610972.000000 Penalty: 5775.979492
	Iteration 68Q: 3 clusters Score -1.761097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -17610986.000000 Penalty: 5775.979492
	Iteration 69Q: 3 clusters Score -1.761099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -17610980.000000 Penalty: 5775.979492
	Iteration 70Q: 3 clusters Score -1.761098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -17610986.000000 Penalty: 5775.979492
	Iteration 71Q: 3 clusters Score -1.761099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -17610986.000000 Penalty: 5775.979492
	Iteration 72Q: 3 clusters Score -1.761099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -17610982.000000 Penalty: 5775.979492
	Iteration 73Q: 3 clusters Score -1.761098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -17611000.000000 Penalty: 5775.979492
	Iteration 74Q: 3 clusters Score -1.7611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -17611014.000000 Penalty: 5775.979492
	Iteration 75Q: 3 clusters Score -1.761101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -17611006.000000 Penalty: 5775.979492
	Iteration 76Q: 3 clusters Score -1.761101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -17611022.000000 Penalty: 5775.979492
	Iteration 77Q: 3 clusters Score -1.761102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -17611018.000000 Penalty: 5775.979492
	Iteration 78Q: 3 clusters Score -1.761102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -17611026.000000 Penalty: 5775.979492
	Iteration 79Q: 3 clusters Score -1.761103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -17611022.000000 Penalty: 5775.979492
	Iteration 80F: 3 clusters Score -1.761102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -17611018.000000 Penalty: 5775.979492
	Iteration 81Q: 3 clusters Score -1.761102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 82Q: 3 clusters Score -1.761101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -17611020.000000 Penalty: 5775.979492
	Iteration 83Q: 3 clusters Score -1.761102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -17611028.000000 Penalty: 5775.979492
	Iteration 84Q: 3 clusters Score -1.761103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -17611002.000000 Penalty: 5775.979492
	Iteration 85Q: 3 clusters Score -1.7611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -17610986.000000 Penalty: 5775.979492
	Iteration 86Q: 3 clusters Score -1.761099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -17610984.000000 Penalty: 5775.979492
	Iteration 87Q: 3 clusters Score -1.761098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -17610996.000000 Penalty: 5775.979492
	Iteration 88Q: 3 clusters Score -1.7611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -17610998.000000 Penalty: 5775.979492
	Iteration 89Q: 3 clusters Score -1.7611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -17610978.000000 Penalty: 5775.979492
	Iteration 90Q: 3 clusters Score -1.761098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -17610972.000000 Penalty: 5775.979492
	Iteration 91Q: 3 clusters Score -1.761097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -17610988.000000 Penalty: 5775.979492
	Iteration 92Q: 3 clusters Score -1.761099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -17610998.000000 Penalty: 5775.979492
	Iteration 93Q: 3 clusters Score -1.7611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -17611014.000000 Penalty: 5775.979492
	Iteration 94Q: 3 clusters Score -1.761101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -17611030.000000 Penalty: 5775.979492
	Iteration 95Q: 3 clusters Score -1.761103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -17611024.000000 Penalty: 5775.979492
	Iteration 96Q: 3 clusters Score -1.761102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -17611048.000000 Penalty: 5775.979492
	Iteration 97Q: 3 clusters Score -1.761105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -17611042.000000 Penalty: 5775.979492
	Iteration 98Q: 3 clusters Score -1.761104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -17611048.000000 Penalty: 5775.979492
	Iteration 99Q: 3 clusters Score -1.761105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -17611056.000000 Penalty: 5775.979492
	Iteration 100F: 3 clusters Score -1.761106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -17611042.000000 Penalty: 5775.979492
	Iteration 101Q: 3 clusters Score -1.761104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -17611034.000000 Penalty: 5775.979492
	Iteration 102Q: 3 clusters Score -1.761103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -17611032.000000 Penalty: 5775.979492
	Iteration 103Q: 3 clusters Score -1.761103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -17611032.000000 Penalty: 5775.979492
	Iteration 104Q: 3 clusters Score -1.761103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -17611038.000000 Penalty: 5775.979492
	Iteration 105Q: 3 clusters Score -1.761104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -17611022.000000 Penalty: 5775.979492
	Iteration 106Q: 3 clusters Score -1.761102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -17611030.000000 Penalty: 5775.979492
	Iteration 107Q: 3 clusters Score -1.761103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -17611038.000000 Penalty: 5775.979492
	Iteration 108Q: 3 clusters Score -1.761104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -17611048.000000 Penalty: 5775.979492
	Iteration 109Q: 3 clusters Score -1.761105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -17611040.000000 Penalty: 5775.979492
	Iteration 110Q: 3 clusters Score -1.761104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -17611028.000000 Penalty: 5775.979492
	Iteration 111Q: 3 clusters Score -1.761103e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -17611014.000000 Penalty: 5775.979492
	Iteration 112Q: 3 clusters Score -1.761101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 113Q: 3 clusters Score -1.761101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -17611006.000000 Penalty: 5775.979492
	Iteration 114Q: 3 clusters Score -1.761101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -17611002.000000 Penalty: 5775.979492
	Iteration 115Q: 3 clusters Score -1.7611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -17611006.000000 Penalty: 5775.979492
	Iteration 116Q: 3 clusters Score -1.761101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -17610988.000000 Penalty: 5775.979492
	Iteration 117Q: 3 clusters Score -1.761099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -17610996.000000 Penalty: 5775.979492
	Iteration 118Q: 3 clusters Score -1.7611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -17611002.000000 Penalty: 5775.979492
	Iteration 119Q: 3 clusters Score -1.7611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 120F: 3 clusters Score -1.761101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -17611006.000000 Penalty: 5775.979492
	Iteration 121Q: 3 clusters Score -1.761101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 122Q: 3 clusters Score -1.761101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -17611012.000000 Penalty: 5775.979492
	Iteration 123Q: 3 clusters Score -1.761101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -17611004.000000 Penalty: 5775.979492
	Iteration 124Q: 3 clusters Score -1.7611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -17610998.000000 Penalty: 5775.979492
	Iteration 125Q: 3 clusters Score -1.7611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -17611016.000000 Penalty: 5775.979492
	Iteration 126Q: 3 clusters Score -1.761102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -17611014.000000 Penalty: 5775.979492
	Iteration 127Q: 3 clusters Score -1.761101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -17611014.000000 Penalty: 5775.979492
	Iteration 128F: 3 clusters Score -1.761101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 117630 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 123031 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 61713 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 26127 members 
Mstep: Class 25 contains 20656 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 67341 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 21097 members 
Mstep: Class 32 contains 52420 members 
Entering Unmasked Estep 
Score: -120273344.000000 Penalty: 107825.945312
Splitting cluster 20 changes total score from -120167968.000000 to -120273344.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 64252 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 23688 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 14072 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 58077 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 61713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120294440.000000 Penalty: 107825.945312
Iteration 39Q: 33 clusters Score -1.202944e+08 nChanged 25689
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 65395 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 116465 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 25308 members 
Mstep: Class 9 contains 170 members 
Mstep: Class 10 contains 17408 members 
Mstep: Class 11 contains 19978 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 14 contains 58386 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 18 contains 122306 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 61818 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 7898 members 
Mstep: Class 23 contains 886 members 
Mstep: Class 24 contains 25509 members 
Mstep: Class 25 contains 19129 members 
Mstep: Class 26 contains 9434 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 66208 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 20241 members 
Mstep: Class 32 contains 50677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120312304.000000 Penalty: 107825.945312
Iteration 40F: 33 clusters Score -1.203123e+08 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 65326 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 115853 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17300 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 14025 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 57769 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 122790 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 60879 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 8171 members 
Mstep: Class 23 contains 983 members 
Mstep: Class 24 contains 25315 members 
Mstep: Class 25 contains 19603 members 
Mstep: Class 26 contains 9665 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 66806 members 
Mstep: Class 29 contains 563 members 
Mstep: Class 30 contains 3630 members 
Mstep: Class 31 contains 20658 members 
Mstep: Class 32 contains 50918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120319096.000000 Penalty: 107825.945312
Iteration 41Q: 33 clusters Score -1.203191e+08 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 65343 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 7537 members 
Mstep: Class 6 contains 115481 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 23371 members 
Mstep: Class 9 contains 170 members 
Mstep: Class 10 contains 17290 members 
Mstep: Class 11 contains 21837 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 57226 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 122848 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 60347 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 8408 members 
Mstep: Class 23 contains 1014 members 
Mstep: Class 24 contains 25131 members 
Mstep: Class 25 contains 19885 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 1269 members 
Mstep: Class 28 contains 66922 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 3657 members 
Mstep: Class 31 contains 20844 members 
Mstep: Class 32 contains 50827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120322008.000000 Penalty: 107825.945312
Iteration 42Q: 33 clusters Score -1.20322e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 65355 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 115256 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 22939 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 22488 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 56768 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 122779 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 59952 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 22 contains 8576 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 24945 members 
Mstep: Class 25 contains 20058 members 
Mstep: Class 26 contains 9989 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 66923 members 
Mstep: Class 29 contains 579 members 
Mstep: Class 30 contains 3666 members 
Mstep: Class 31 contains 20974 members 
Mstep: Class 32 contains 50703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120324488.000000 Penalty: 107825.945312
Iteration 43Q: 33 clusters Score -1.203245e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 65363 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 115107 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 170 members 
Mstep: Class 10 contains 17285 members 
Mstep: Class 11 contains 22974 members 
Mstep: Class 12 contains 13346 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 56383 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 122655 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 59710 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 24781 members 
Mstep: Class 25 contains 20196 members 
Mstep: Class 26 contains 10113 members 
Mstep: Class 27 contains 1255 members 
Mstep: Class 28 contains 66873 members 
Mstep: Class 29 contains 577 members 
Mstep: Class 30 contains 3677 members 
Mstep: Class 31 contains 21074 members 
Mstep: Class 32 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120326352.000000 Penalty: 107825.945312
Iteration 44Q: 33 clusters Score -1.203264e+08 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 65388 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 6 contains 114968 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 22205 members 
Mstep: Class 9 contains 171 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 23390 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 56067 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 122521 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 59548 members 
Mstep: Class 21 contains 5815 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 24636 members 
Mstep: Class 25 contains 20323 members 
Mstep: Class 26 contains 10267 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 66795 members 
Mstep: Class 29 contains 578 members 
Mstep: Class 30 contains 3675 members 
Mstep: Class 31 contains 21171 members 
Mstep: Class 32 contains 50563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120327792.000000 Penalty: 107825.945312
Iteration 45Q: 33 clusters Score -1.203278e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 65398 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 7630 members 
Mstep: Class 6 contains 114857 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 21928 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 23735 members 
Mstep: Class 12 contains 13203 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 55787 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 122378 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 59443 members 
Mstep: Class 21 contains 6125 members 
Mstep: Class 22 contains 8834 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 24532 members 
Mstep: Class 25 contains 20421 members 
Mstep: Class 26 contains 10385 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 66733 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 3683 members 
Mstep: Class 31 contains 21231 members 
Mstep: Class 32 contains 50496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120329056.000000 Penalty: 107825.945312
Iteration 46Q: 33 clusters Score -1.203291e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 65396 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 7629 members 
Mstep: Class 6 contains 114768 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 21670 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 17376 members 
Mstep: Class 11 contains 24025 members 
Mstep: Class 12 contains 13154 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 55542 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 10804 members 
Mstep: Class 18 contains 122284 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 59382 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 8935 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 24411 members 
Mstep: Class 25 contains 20465 members 
Mstep: Class 26 contains 10484 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 66662 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 3684 members 
Mstep: Class 31 contains 21272 members 
Mstep: Class 32 contains 50449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120330000.000000 Penalty: 107825.945312
Iteration 47Q: 33 clusters Score -1.2033e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 65392 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 114712 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 21427 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17430 members 
Mstep: Class 11 contains 24291 members 
Mstep: Class 12 contains 13098 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 55349 members 
Mstep: Class 15 contains 644 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 10993 members 
Mstep: Class 18 contains 122199 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 59355 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 8988 members 
Mstep: Class 23 contains 1062 members 
Mstep: Class 24 contains 24294 members 
Mstep: Class 25 contains 20503 members 
Mstep: Class 26 contains 10569 members 
Mstep: Class 27 contains 1248 members 
Mstep: Class 28 contains 66610 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3687 members 
Mstep: Class 31 contains 21278 members 
Mstep: Class 32 contains 50414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120330704.000000 Penalty: 107825.945312
Iteration 48Q: 33 clusters Score -1.203307e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 65389 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 6 contains 114655 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 21177 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17490 members 
Mstep: Class 11 contains 24511 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 55182 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 122141 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 59317 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 9032 members 
Mstep: Class 23 contains 1062 members 
Mstep: Class 24 contains 24152 members 
Mstep: Class 25 contains 20567 members 
Mstep: Class 26 contains 10651 members 
Mstep: Class 27 contains 1245 members 
Mstep: Class 28 contains 66565 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3687 members 
Mstep: Class 31 contains 21261 members 
Mstep: Class 32 contains 50372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 33 clusters Score -1.203309e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 65391 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 114605 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20965 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17550 members 
Mstep: Class 11 contains 24700 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 55024 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 122100 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 59281 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 9072 members 
Mstep: Class 23 contains 1062 members 
Mstep: Class 24 contains 23997 members 
Mstep: Class 25 contains 20608 members 
Mstep: Class 26 contains 10748 members 
Mstep: Class 27 contains 1245 members 
Mstep: Class 28 contains 66519 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3689 members 
Mstep: Class 31 contains 21260 members 
Mstep: Class 32 contains 50342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120331664.000000 Penalty: 107825.945312
Iteration 50Q: 33 clusters Score -1.203317e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 65381 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 114566 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20784 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 11 contains 24840 members 
Mstep: Class 12 contains 13052 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54881 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 11404 members 
Mstep: Class 18 contains 122080 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 59255 members 
Mstep: Class 21 contains 7241 members 
Mstep: Class 22 contains 9103 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 23859 members 
Mstep: Class 25 contains 20630 members 
Mstep: Class 26 contains 10829 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66490 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3690 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 50330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120332048.000000 Penalty: 107825.945312
Iteration 51Q: 33 clusters Score -1.20332e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 65386 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 114537 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20621 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 24976 members 
Mstep: Class 12 contains 13047 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54761 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 11492 members 
Mstep: Class 18 contains 122043 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 59229 members 
Mstep: Class 21 contains 7394 members 
Mstep: Class 22 contains 9133 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 23736 members 
Mstep: Class 25 contains 20660 members 
Mstep: Class 26 contains 10900 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66443 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3691 members 
Mstep: Class 31 contains 21239 members 
Mstep: Class 32 contains 50321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120332016.000000 Penalty: 107825.945312
Iteration 52Q: 33 clusters Score -1.20332e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 65383 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 114512 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20463 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17759 members 
Mstep: Class 11 contains 25082 members 
Mstep: Class 12 contains 13066 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54677 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 11564 members 
Mstep: Class 18 contains 122043 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 59216 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 9140 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 23607 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 10954 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66399 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3693 members 
Mstep: Class 31 contains 21218 members 
Mstep: Class 32 contains 50315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120332280.000000 Penalty: 107825.945312
Iteration 53Q: 33 clusters Score -1.203323e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 65392 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 114484 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20309 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17821 members 
Mstep: Class 11 contains 25185 members 
Mstep: Class 12 contains 13081 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54584 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 11615 members 
Mstep: Class 18 contains 122060 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 59201 members 
Mstep: Class 21 contains 7642 members 
Mstep: Class 22 contains 9159 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 23447 members 
Mstep: Class 25 contains 20712 members 
Mstep: Class 26 contains 11011 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66359 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3693 members 
Mstep: Class 31 contains 21233 members 
Mstep: Class 32 contains 50327 members 
Entering Unmasked Estep 
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Score: -120332256.000000 Penalty: 107825.945312
Iteration 54Q: 33 clusters Score -1.203323e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 65395 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 7602 members 
Mstep: Class 6 contains 114458 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20156 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17875 members 
Mstep: Class 11 contains 25266 members 
Mstep: Class 12 contains 13098 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54496 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 122078 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 59202 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 9184 members 
Mstep: Class 23 contains 1068 members 
Mstep: Class 24 contains 23288 members 
Mstep: Class 25 contains 20752 members 
Mstep: Class 26 contains 11060 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66315 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3689 members 
Mstep: Class 31 contains 21220 members 
Mstep: Class 32 contains 50361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120332616.000000 Penalty: 107825.945312
Iteration 55Q: 33 clusters Score -1.203326e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 65397 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 7598 members 
Mstep: Class 6 contains 114418 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 20010 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 17942 members 
Mstep: Class 11 contains 25330 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54414 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 11742 members 
Mstep: Class 18 contains 122117 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 59208 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 9212 members 
Mstep: Class 23 contains 1069 members 
Mstep: Class 24 contains 23103 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 11110 members 
Mstep: Class 27 contains 1244 members 
Mstep: Class 28 contains 66274 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3688 members 
Mstep: Class 31 contains 21225 members 
Mstep: Class 32 contains 50392 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.203328e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 65404 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 5 contains 7598 members 
Mstep: Class 6 contains 114409 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 19892 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 18035 members 
Mstep: Class 11 contains 25380 members 
Mstep: Class 12 contains 13141 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54334 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 122157 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 59203 members 
Mstep: Class 21 contains 7988 members 
Mstep: Class 22 contains 9210 members 
Mstep: Class 23 contains 1070 members 
Mstep: Class 24 contains 22893 members 
Mstep: Class 25 contains 20825 members 
Mstep: Class 26 contains 11165 members 
Mstep: Class 27 contains 1243 members 
Mstep: Class 28 contains 66240 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3687 members 
Mstep: Class 31 contains 21220 members 
Mstep: Class 32 contains 50413 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.203327e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 65394 members 
Mstep: Class 4 contains 3438 members 
Mstep: Class 5 contains 7603 members 
Mstep: Class 6 contains 114389 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19787 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 25432 members 
Mstep: Class 12 contains 13171 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54264 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11824 members 
Mstep: Class 18 contains 122211 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 59206 members 
Mstep: Class 21 contains 8095 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 1068 members 
Mstep: Class 24 contains 22674 members 
Mstep: Class 25 contains 20870 members 
Mstep: Class 26 contains 11218 members 
Mstep: Class 27 contains 1243 members 
Mstep: Class 28 contains 66211 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3687 members 
Mstep: Class 31 contains 21211 members 
Mstep: Class 32 contains 50423 members 
Entering Unmasked Estep 
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Iteration 58Q: 33 clusters Score -1.203328e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 65392 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 114372 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19677 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 18227 members 
Mstep: Class 11 contains 25479 members 
Mstep: Class 12 contains 13183 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54201 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11852 members 
Mstep: Class 18 contains 122249 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 59223 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 9192 members 
Mstep: Class 23 contains 1070 members 
Mstep: Class 24 contains 22464 members 
Mstep: Class 25 contains 20916 members 
Mstep: Class 26 contains 11278 members 
Mstep: Class 27 contains 1243 members 
Mstep: Class 28 contains 66181 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3689 members 
Mstep: Class 31 contains 21187 members 
Mstep: Class 32 contains 50440 members 
Entering Unmasked Estep 
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Iteration 59Q: 33 clusters Score -1.203329e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 65387 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 114359 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 18338 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 13184 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 54145 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 122294 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 59229 members 
Mstep: Class 21 contains 8290 members 
Mstep: Class 22 contains 9168 members 
Mstep: Class 23 contains 1073 members 
Mstep: Class 24 contains 22249 members 
Mstep: Class 25 contains 20958 members 
Mstep: Class 26 contains 11330 members 
Mstep: Class 27 contains 1243 members 
Mstep: Class 28 contains 66155 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3688 members 
Mstep: Class 31 contains 21170 members 
Mstep: Class 32 contains 50455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120333472.000000 Penalty: 107825.945312
Iteration 60F: 33 clusters Score -1.203335e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 65384 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 114364 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19507 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 25548 members 
Mstep: Class 12 contains 13185 members 
Mstep: Class 13 contains 1481 members 
Mstep: Class 14 contains 53946 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11911 members 
Mstep: Class 18 contains 122341 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 59234 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 9130 members 
Mstep: Class 23 contains 1075 members 
Mstep: Class 24 contains 22021 members 
Mstep: Class 25 contains 20983 members 
Mstep: Class 26 contains 11368 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 66132 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 3662 members 
Mstep: Class 31 contains 21134 members 
Mstep: Class 32 contains 50466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120334456.000000 Penalty: 107825.945312
Iteration 61Q: 33 clusters Score -1.203345e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 65395 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 114355 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19417 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 18603 members 
Mstep: Class 11 contains 25579 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 53691 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 122385 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 59244 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 9114 members 
Mstep: Class 23 contains 1079 members 
Mstep: Class 24 contains 21810 members 
Mstep: Class 25 contains 21029 members 
Mstep: Class 26 contains 11408 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 66107 members 
Mstep: Class 29 contains 594 members 
Mstep: Class 30 contains 3632 members 
Mstep: Class 31 contains 21109 members 
Mstep: Class 32 contains 50472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120334984.000000 Penalty: 107825.945312
Iteration 62Q: 33 clusters Score -1.20335e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 65412 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 114353 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 19337 members 
Mstep: Class 9 contains 173 members 
Mstep: Class 10 contains 18723 members 
Mstep: Class 11 contains 25609 members 
Mstep: Class 12 contains 13196 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 53387 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 122421 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 59257 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 9109 members 
Mstep: Class 23 contains 1081 members 
Mstep: Class 24 contains 21608 members 
Mstep: Class 25 contains 21074 members 
Mstep: Class 26 contains 11446 members 
Mstep: Class 27 contains 1235 members 
Mstep: Class 28 contains 66080 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3606 members 
Mstep: Class 31 contains 21072 members 
Mstep: Class 32 contains 50493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120335360.000000 Penalty: 107825.945312
Iteration 63Q: 33 clusters Score -1.203354e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 65453 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 7612 members 
Mstep: Class 6 contains 114352 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 19242 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 18856 members 
Mstep: Class 11 contains 25637 members 
Mstep: Class 12 contains 13212 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 52992 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11982 members 
Mstep: Class 18 contains 122450 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 59259 members 
Mstep: Class 21 contains 8624 members 
Mstep: Class 22 contains 9101 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 21410 members 
Mstep: Class 25 contains 21123 members 
Mstep: Class 26 contains 11483 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 66080 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 3577 members 
Mstep: Class 31 contains 21053 members 
Mstep: Class 32 contains 50514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120335976.000000 Penalty: 107825.945312
Iteration 64Q: 33 clusters Score -1.20336e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 65478 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 114358 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 19174 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 18969 members 
Mstep: Class 11 contains 25662 members 
Mstep: Class 12 contains 13227 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 52489 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 122478 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 59243 members 
Mstep: Class 21 contains 8696 members 
Mstep: Class 22 contains 9093 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 21235 members 
Mstep: Class 25 contains 21199 members 
Mstep: Class 26 contains 11511 members 
Mstep: Class 27 contains 1231 members 
Mstep: Class 28 contains 66066 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 21005 members 
Mstep: Class 32 contains 50543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120337136.000000 Penalty: 107825.945312
Iteration 65Q: 33 clusters Score -1.203371e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 65525 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 114372 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 19124 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 25679 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 51893 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 122495 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 59219 members 
Mstep: Class 21 contains 8764 members 
Mstep: Class 22 contains 9076 members 
Mstep: Class 23 contains 1081 members 
Mstep: Class 24 contains 21081 members 
Mstep: Class 25 contains 21284 members 
Mstep: Class 26 contains 11540 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66071 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3536 members 
Mstep: Class 31 contains 20960 members 
Mstep: Class 32 contains 50559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120338000.000000 Penalty: 107825.945312
Iteration 66Q: 33 clusters Score -1.20338e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 65584 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 114387 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 19051 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19161 members 
Mstep: Class 11 contains 25705 members 
Mstep: Class 12 contains 13233 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 51233 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11977 members 
Mstep: Class 18 contains 122511 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 59190 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 9057 members 
Mstep: Class 23 contains 1081 members 
Mstep: Class 24 contains 20939 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 11561 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66065 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3515 members 
Mstep: Class 31 contains 20924 members 
Mstep: Class 32 contains 50573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120338920.000000 Penalty: 107825.945312
Iteration 67Q: 33 clusters Score -1.203389e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 65635 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 7622 members 
Mstep: Class 6 contains 114393 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18984 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 25769 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 50538 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 122532 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 59154 members 
Mstep: Class 21 contains 8879 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 20826 members 
Mstep: Class 25 contains 21477 members 
Mstep: Class 26 contains 11580 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66072 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 20882 members 
Mstep: Class 32 contains 50594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120339504.000000 Penalty: 107825.945312
Iteration 68Q: 33 clusters Score -1.203395e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 7858 members 
Mstep: Class 3 contains 65658 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 114412 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18914 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19289 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 49912 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 11967 members 
Mstep: Class 18 contains 122537 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 59130 members 
Mstep: Class 21 contains 8948 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 20735 members 
Mstep: Class 25 contains 21587 members 
Mstep: Class 26 contains 11603 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66079 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3488 members 
Mstep: Class 31 contains 20828 members 
Mstep: Class 32 contains 50626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120339896.000000 Penalty: 107825.945312
Iteration 69Q: 33 clusters Score -1.203399e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 65687 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 114412 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 18858 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19342 members 
Mstep: Class 11 contains 25833 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 49349 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 11976 members 
Mstep: Class 18 contains 122552 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 59113 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 8919 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 20639 members 
Mstep: Class 25 contains 21687 members 
Mstep: Class 26 contains 11620 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66087 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3480 members 
Mstep: Class 31 contains 20751 members 
Mstep: Class 32 contains 50651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120340400.000000 Penalty: 107825.945312
Iteration 70Q: 33 clusters Score -1.203404e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 8779 members 
Mstep: Class 3 contains 65711 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 114411 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18807 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19383 members 
Mstep: Class 11 contains 25899 members 
Mstep: Class 12 contains 13266 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 48872 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 122564 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 59094 members 
Mstep: Class 21 contains 9095 members 
Mstep: Class 22 contains 8875 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 20556 members 
Mstep: Class 25 contains 21792 members 
Mstep: Class 26 contains 11632 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66093 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 20671 members 
Mstep: Class 32 contains 50666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120340800.000000 Penalty: 107825.945312
Iteration 71Q: 33 clusters Score -1.203408e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 65728 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 114399 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18763 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19412 members 
Mstep: Class 11 contains 25955 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 48448 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11974 members 
Mstep: Class 18 contains 122568 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 59095 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 8812 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 20484 members 
Mstep: Class 25 contains 21894 members 
Mstep: Class 26 contains 11663 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66099 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 20597 members 
Mstep: Class 32 contains 50682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341112.000000 Penalty: 107825.945312
Iteration 72Q: 33 clusters Score -1.203411e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 65742 members 
Mstep: Class 4 contains 3565 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 114412 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18709 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19440 members 
Mstep: Class 11 contains 26027 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 48080 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 11978 members 
Mstep: Class 18 contains 122553 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 59083 members 
Mstep: Class 21 contains 9244 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 20417 members 
Mstep: Class 25 contains 22002 members 
Mstep: Class 26 contains 11691 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66127 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 20489 members 
Mstep: Class 32 contains 50695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341456.000000 Penalty: 107825.945312
Iteration 73Q: 33 clusters Score -1.203415e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 65769 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 114407 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18667 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19467 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 47746 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 122537 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 59076 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 8711 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 20350 members 
Mstep: Class 25 contains 22111 members 
Mstep: Class 26 contains 11723 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66140 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3467 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 50694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341488.000000 Penalty: 107825.945312
Iteration 74Q: 33 clusters Score -1.203415e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 9912 members 
Mstep: Class 3 contains 65803 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 7644 members 
Mstep: Class 6 contains 114402 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18647 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 26131 members 
Mstep: Class 12 contains 13317 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 47461 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11991 members 
Mstep: Class 18 contains 122514 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 59062 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 8683 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 20292 members 
Mstep: Class 25 contains 22200 members 
Mstep: Class 26 contains 11732 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66143 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 3466 members 
Mstep: Class 31 contains 20303 members 
Mstep: Class 32 contains 50692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341824.000000 Penalty: 107825.945312
Iteration 75Q: 33 clusters Score -1.203418e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 65827 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 114417 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19528 members 
Mstep: Class 11 contains 26147 members 
Mstep: Class 12 contains 13344 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 47225 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11994 members 
Mstep: Class 18 contains 122482 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 59064 members 
Mstep: Class 21 contains 9439 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 1093 members 
Mstep: Class 24 contains 20242 members 
Mstep: Class 25 contains 22273 members 
Mstep: Class 26 contains 11741 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66138 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3463 members 
Mstep: Class 31 contains 20229 members 
Mstep: Class 32 contains 50712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120341920.000000 Penalty: 107825.945312
Iteration 76Q: 33 clusters Score -1.203419e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 65840 members 
Mstep: Class 4 contains 3577 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 114409 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19554 members 
Mstep: Class 11 contains 26156 members 
Mstep: Class 12 contains 13362 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 47047 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11995 members 
Mstep: Class 18 contains 122459 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 59072 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 8655 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 20179 members 
Mstep: Class 25 contains 22355 members 
Mstep: Class 26 contains 11764 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66115 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 20153 members 
Mstep: Class 32 contains 50744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120342312.000000 Penalty: 107825.945312
Iteration 77Q: 33 clusters Score -1.203423e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 65851 members 
Mstep: Class 4 contains 3576 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 114398 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 18519 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19574 members 
Mstep: Class 11 contains 26156 members 
Mstep: Class 12 contains 13380 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 46892 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122441 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 59072 members 
Mstep: Class 21 contains 9566 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20139 members 
Mstep: Class 25 contains 22426 members 
Mstep: Class 26 contains 11767 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66102 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 3460 members 
Mstep: Class 31 contains 20079 members 
Mstep: Class 32 contains 50759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120342288.000000 Penalty: 107825.945312
Iteration 78Q: 33 clusters Score -1.203423e+08 nChanged 948
Entering ConstructFrom: 
Score: -120342288.000000 Penalty: 107825.945312
Entering ConstructFrom: 
Trying to split cluster 1 (52722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Entering Unmasked Estep 
Score: -8165433.000000 Penalty: 2696.451416
	Iteration 0F: 2 clusters Score -8165433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -8130284.500000 Penalty: 5392.902832
	Iteration 0F: 3 clusters Score -8130284 nChanged 24300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -8144023.000000 Penalty: 5392.902832
	Iteration 1F: 3 clusters Score -8144023 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -8145115.000000 Penalty: 5392.902832
	Iteration 2F: 3 clusters Score -8145115 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -8146525.000000 Penalty: 5392.902832
	Iteration 3F: 3 clusters Score -8146525 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -8148347.500000 Penalty: 5392.902832
	Iteration 4F: 3 clusters Score -8148348 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -8150760.500000 Penalty: 5392.902832
	Iteration 5F: 3 clusters Score -8150760 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8153786.000000 Penalty: 5392.902832
	Iteration 6F: 3 clusters Score -8153786 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8157295.500000 Penalty: 5392.902832
	Iteration 7F: 3 clusters Score -8157296 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8160427.500000 Penalty: 5392.902832
	Iteration 8F: 3 clusters Score -8160428 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8162659.500000 Penalty: 5392.902832
	Iteration 9Q: 3 clusters Score -8162660 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -8164005.000000 Penalty: 5392.902832
	Iteration 10Q: 3 clusters Score -8164005 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8165033.500000 Penalty: 5392.902832
	Iteration 11Q: 3 clusters Score -8165034 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -8165895.500000 Penalty: 5392.902832
	Iteration 12Q: 3 clusters Score -8165896 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -8166501.500000 Penalty: 5392.902832
	Iteration 13Q: 3 clusters Score -8166502 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8166820.500000 Penalty: 5392.902832
	Iteration 14Q: 3 clusters Score -8166820 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8166981.000000 Penalty: 5392.902832
	Iteration 15Q: 3 clusters Score -8166981 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8167032.500000 Penalty: 5392.902832
	Iteration 16Q: 3 clusters Score -8167032 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -8167084.000000 Penalty: 5392.902832
	Iteration 17Q: 3 clusters Score -8167084 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -8167101.500000 Penalty: 5392.902832
	Iteration 18Q: 3 clusters Score -8167102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8167123.000000 Penalty: 5392.902832
	Iteration 19Q: 3 clusters Score -8167123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -8167138.500000 Penalty: 5392.902832
	Iteration 20F: 3 clusters Score -8167138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -8167151.500000 Penalty: 5392.902832
	Iteration 21Q: 3 clusters Score -8167152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8167162.500000 Penalty: 5392.902832
	Iteration 22Q: 3 clusters Score -8167162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -8167153.500000 Penalty: 5392.902832
	Iteration 23Q: 3 clusters Score -8167154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -8167162.000000 Penalty: 5392.902832
	Iteration 24Q: 3 clusters Score -8167162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8167162.000000 Penalty: 5392.902832
	Iteration 25Q: 3 clusters Score -8167162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -8167176.000000 Penalty: 5392.902832
	Iteration 26Q: 3 clusters Score -8167176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -8167161.000000 Penalty: 5392.902832
	Iteration 27Q: 3 clusters Score -8167161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8167172.000000 Penalty: 5392.902832
	Iteration 28Q: 3 clusters Score -8167172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8167165.500000 Penalty: 5392.902832
	Iteration 29Q: 3 clusters Score -8167166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -8167170.500000 Penalty: 5392.902832
	Iteration 30Q: 3 clusters Score -8167170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -8167180.000000 Penalty: 5392.902832
	Iteration 31Q: 3 clusters Score -8167180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -8167178.000000 Penalty: 5392.902832
	Iteration 32Q: 3 clusters Score -8167178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -8167180.000000 Penalty: 5392.902832
	Iteration 33Q: 3 clusters Score -8167180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -8167176.500000 Penalty: 5392.902832
	Iteration 34Q: 3 clusters Score -8167176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -8167176.500000 Penalty: 5392.902832
	Iteration 35Q: 3 clusters Score -8167176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8167170.500000 Penalty: 5392.902832
	Iteration 36Q: 3 clusters Score -8167170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -8167175.000000 Penalty: 5392.902832
	Iteration 37Q: 3 clusters Score -8167175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -8167172.000000 Penalty: 5392.902832
	Iteration 38Q: 3 clusters Score -8167172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8167178.500000 Penalty: 5392.902832
	Iteration 39Q: 3 clusters Score -8167178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8167175.000000 Penalty: 5392.902832
	Iteration 40F: 3 clusters Score -8167175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 114400 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 26131 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Entering Unmasked Estep 
Score: -120344136.000000 Penalty: 111195.507812
Splitting cluster 1 changes total score from -120342288.000000 to -120344136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (10423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Entering Unmasked Estep 
Score: -1625360.250000 Penalty: 2294.438965
	Iteration 0F: 2 clusters Score -1625360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1617335.625000 Penalty: 4588.877930
	Iteration 0F: 3 clusters Score -1617336 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1619737.875000 Penalty: 4588.877930
	Iteration 1F: 3 clusters Score -1619738 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1620091.500000 Penalty: 4588.877930
	Iteration 2F: 3 clusters Score -1620092 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1620349.750000 Penalty: 4588.877930
	Iteration 3F: 3 clusters Score -1620350 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1620570.125000 Penalty: 4588.877930
	Iteration 4Q: 3 clusters Score -1620570 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1620817.500000 Penalty: 4588.877930
	Iteration 5Q: 3 clusters Score -1620818 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1621071.875000 Penalty: 4588.877930
	Iteration 6Q: 3 clusters Score -1621072 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1621330.625000 Penalty: 4588.877930
	Iteration 7Q: 3 clusters Score -1621331 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1621627.500000 Penalty: 4588.877930
	Iteration 8Q: 3 clusters Score -1621628 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1621939.750000 Penalty: 4588.877930
	Iteration 9Q: 3 clusters Score -1621940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1622231.250000 Penalty: 4588.877930
	Iteration 10Q: 3 clusters Score -1622231 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1622483.750000 Penalty: 4588.877930
	Iteration 11Q: 3 clusters Score -1622484 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1622702.625000 Penalty: 4588.877930
	Iteration 12Q: 3 clusters Score -1622703 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1622862.375000 Penalty: 4588.877930
	Iteration 13Q: 3 clusters Score -1622862 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1622997.500000 Penalty: 4588.877930
	Iteration 14Q: 3 clusters Score -1622998 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1623101.625000 Penalty: 4588.877930
	Iteration 15Q: 3 clusters Score -1623102 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1623193.250000 Penalty: 4588.877930
	Iteration 16Q: 3 clusters Score -1623193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1623264.250000 Penalty: 4588.877930
	Iteration 17Q: 3 clusters Score -1623264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1623317.625000 Penalty: 4588.877930
	Iteration 18Q: 3 clusters Score -1623318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1623361.125000 Penalty: 4588.877930
	Iteration 19Q: 3 clusters Score -1623361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1623395.750000 Penalty: 4588.877930
	Iteration 20F: 3 clusters Score -1623396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1623424.125000 Penalty: 4588.877930
	Iteration 21Q: 3 clusters Score -1623424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1623448.375000 Penalty: 4588.877930
	Iteration 22Q: 3 clusters Score -1623448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1623466.000000 Penalty: 4588.877930
	Iteration 23Q: 3 clusters Score -1623466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1623473.375000 Penalty: 4588.877930
	Iteration 24Q: 3 clusters Score -1623473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1623475.250000 Penalty: 4588.877930
	Iteration 25Q: 3 clusters Score -1623475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1623484.750000 Penalty: 4588.877930
	Iteration 26Q: 3 clusters Score -1623485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1623496.500000 Penalty: 4588.877930
	Iteration 27Q: 3 clusters Score -1623496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1623508.500000 Penalty: 4588.877930
	Iteration 28Q: 3 clusters Score -1623508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1623513.625000 Penalty: 4588.877930
	Iteration 29Q: 3 clusters Score -1623514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1623519.000000 Penalty: 4588.877930
	Iteration 30Q: 3 clusters Score -1623519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1623522.125000 Penalty: 4588.877930
	Iteration 31Q: 3 clusters Score -1623522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1623524.375000 Penalty: 4588.877930
	Iteration 32Q: 3 clusters Score -1623524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1623534.875000 Penalty: 4588.877930
	Iteration 33Q: 3 clusters Score -1623535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1623541.375000 Penalty: 4588.877930
	Iteration 34Q: 3 clusters Score -1623541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1623543.625000 Penalty: 4588.877930
	Iteration 35Q: 3 clusters Score -1623544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1623547.625000 Penalty: 4588.877930
	Iteration 36Q: 3 clusters Score -1623548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1623548.750000 Penalty: 4588.877930
	Iteration 37Q: 3 clusters Score -1623549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1623548.750000 Penalty: 4588.877930
	Iteration 38F: 3 clusters Score -1623549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Entering Unmasked Estep 
Score: -10171927.000000 Penalty: 2751.627197
	Iteration 0F: 2 clusters Score -1.017193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -10127769.000000 Penalty: 5503.254395
	Iteration 0F: 3 clusters Score -1.012777e+07 nChanged 30885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -10145476.000000 Penalty: 5503.254395
	Iteration 1F: 3 clusters Score -1.014548e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -10146747.000000 Penalty: 5503.254395
	Iteration 2Q: 3 clusters Score -1.014675e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -10148463.000000 Penalty: 5503.254395
	Iteration 3F: 3 clusters Score -1.014846e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -10150800.000000 Penalty: 5503.254395
	Iteration 4F: 3 clusters Score -1.01508e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -10153602.000000 Penalty: 5503.254395
	Iteration 5F: 3 clusters Score -1.01536e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10156761.000000 Penalty: 5503.254395
	Iteration 6F: 3 clusters Score -1.015676e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -10160056.000000 Penalty: 5503.254395
	Iteration 7F: 3 clusters Score -1.016006e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -10163022.000000 Penalty: 5503.254395
	Iteration 8F: 3 clusters Score -1.016302e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -10165366.000000 Penalty: 5503.254395
	Iteration 9Q: 3 clusters Score -1.016537e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -10166981.000000 Penalty: 5503.254395
	Iteration 10Q: 3 clusters Score -1.016698e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -10168076.000000 Penalty: 5503.254395
	Iteration 11Q: 3 clusters Score -1.016808e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -10168914.000000 Penalty: 5503.254395
	Iteration 12Q: 3 clusters Score -1.016891e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -10169456.000000 Penalty: 5503.254395
	Iteration 13Q: 3 clusters Score -1.016946e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -10169716.000000 Penalty: 5503.254395
	Iteration 14Q: 3 clusters Score -1.016972e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -10169941.000000 Penalty: 5503.254395
	Iteration 15Q: 3 clusters Score -1.016994e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -10170064.000000 Penalty: 5503.254395
	Iteration 16Q: 3 clusters Score -1.017006e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -10170179.000000 Penalty: 5503.254395
	Iteration 17Q: 3 clusters Score -1.017018e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -10170234.000000 Penalty: 5503.254395
	Iteration 18Q: 3 clusters Score -1.017023e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -10170318.000000 Penalty: 5503.254395
	Iteration 19Q: 3 clusters Score -1.017032e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -10170366.000000 Penalty: 5503.254395
	Iteration 20F: 3 clusters Score -1.017037e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -10170420.000000 Penalty: 5503.254395
	Iteration 21Q: 3 clusters Score -1.017042e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -10170451.000000 Penalty: 5503.254395
	Iteration 22Q: 3 clusters Score -1.017045e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -10170477.000000 Penalty: 5503.254395
	Iteration 23Q: 3 clusters Score -1.017048e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -10170505.000000 Penalty: 5503.254395
	Iteration 24Q: 3 clusters Score -1.01705e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -10170531.000000 Penalty: 5503.254395
	Iteration 25Q: 3 clusters Score -1.017053e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -10170544.000000 Penalty: 5503.254395
	Iteration 26Q: 3 clusters Score -1.017054e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -10170544.000000 Penalty: 5503.254395
	Iteration 27Q: 3 clusters Score -1.017054e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -10170566.000000 Penalty: 5503.254395
	Iteration 28Q: 3 clusters Score -1.017057e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -10170599.000000 Penalty: 5503.254395
	Iteration 29Q: 3 clusters Score -1.01706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -10170633.000000 Penalty: 5503.254395
	Iteration 30Q: 3 clusters Score -1.017063e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -10170675.000000 Penalty: 5503.254395
	Iteration 31Q: 3 clusters Score -1.017068e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -10170688.000000 Penalty: 5503.254395
	Iteration 32Q: 3 clusters Score -1.017069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -10170710.000000 Penalty: 5503.254395
	Iteration 33Q: 3 clusters Score -1.017071e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -10170735.000000 Penalty: 5503.254395
	Iteration 34Q: 3 clusters Score -1.017074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -10170742.000000 Penalty: 5503.254395
	Iteration 35Q: 3 clusters Score -1.017074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -10170759.000000 Penalty: 5503.254395
	Iteration 36Q: 3 clusters Score -1.017076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -10170765.000000 Penalty: 5503.254395
	Iteration 37Q: 3 clusters Score -1.017076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -10170790.000000 Penalty: 5503.254395
	Iteration 38Q: 3 clusters Score -1.017079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -10170792.000000 Penalty: 5503.254395
	Iteration 39Q: 3 clusters Score -1.017079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -10170804.000000 Penalty: 5503.254395
	Iteration 40F: 3 clusters Score -1.01708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -10170796.000000 Penalty: 5503.254395
	Iteration 41Q: 3 clusters Score -1.01708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10170801.000000 Penalty: 5503.254395
	Iteration 42Q: 3 clusters Score -1.01708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -10170807.000000 Penalty: 5503.254395
	Iteration 43Q: 3 clusters Score -1.017081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -10170806.000000 Penalty: 5503.254395
	Iteration 44Q: 3 clusters Score -1.017081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -10170811.000000 Penalty: 5503.254395
	Iteration 45Q: 3 clusters Score -1.017081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -10170814.000000 Penalty: 5503.254395
	Iteration 46Q: 3 clusters Score -1.017081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -10170809.000000 Penalty: 5503.254395
	Iteration 47Q: 3 clusters Score -1.017081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -10170819.000000 Penalty: 5503.254395
	Iteration 48Q: 3 clusters Score -1.017082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -10170811.000000 Penalty: 5503.254395
	Iteration 49Q: 3 clusters Score -1.017081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -10170833.000000 Penalty: 5503.254395
	Iteration 50Q: 3 clusters Score -1.017083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -10170832.000000 Penalty: 5503.254395
	Iteration 51Q: 3 clusters Score -1.017083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -10170840.000000 Penalty: 5503.254395
	Iteration 52Q: 3 clusters Score -1.017084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -10170837.000000 Penalty: 5503.254395
	Iteration 53Q: 3 clusters Score -1.017084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -10170845.000000 Penalty: 5503.254395
	Iteration 54Q: 3 clusters Score -1.017084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -10170841.000000 Penalty: 5503.254395
	Iteration 55Q: 3 clusters Score -1.017084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -10170844.000000 Penalty: 5503.254395
	Iteration 56Q: 3 clusters Score -1.017084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -10170846.000000 Penalty: 5503.254395
	Iteration 57Q: 3 clusters Score -1.017085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -10170843.000000 Penalty: 5503.254395
	Iteration 58Q: 3 clusters Score -1.017084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -10170848.000000 Penalty: 5503.254395
	Iteration 59Q: 3 clusters Score -1.017085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -10170851.000000 Penalty: 5503.254395
	Iteration 60F: 3 clusters Score -1.017085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -10170851.000000 Penalty: 5503.254395
	Iteration 61Q: 3 clusters Score -1.017085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -10170857.000000 Penalty: 5503.254395
	Iteration 62Q: 3 clusters Score -1.017086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -10170853.000000 Penalty: 5503.254395
	Iteration 63Q: 3 clusters Score -1.017085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -10170854.000000 Penalty: 5503.254395
	Iteration 64Q: 3 clusters Score -1.017085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -10170850.000000 Penalty: 5503.254395
	Iteration 65Q: 3 clusters Score -1.017085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -10170859.000000 Penalty: 5503.254395
	Iteration 66Q: 3 clusters Score -1.017086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -10170862.000000 Penalty: 5503.254395
	Iteration 67Q: 3 clusters Score -1.017086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -10170857.000000 Penalty: 5503.254395
	Iteration 68Q: 3 clusters Score -1.017086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -10170857.000000 Penalty: 5503.254395
	Iteration 69F: 3 clusters Score -1.017086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -550843.937500 Penalty: 2029.343994
	Iteration 0F: 2 clusters Score -550843.9 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 1800 members 
Entering Unmasked Estep 
Score: -547230.750000 Penalty: 4058.687988
	Iteration 0F: 3 clusters Score -547230.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -548059.875000 Penalty: 4058.687988
	Iteration 1F: 3 clusters Score -548059.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -548281.875000 Penalty: 4058.687988
	Iteration 2F: 3 clusters Score -548281.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548417.187500 Penalty: 4058.687988
	Iteration 3F: 3 clusters Score -548417.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -548510.562500 Penalty: 4058.687988
	Iteration 4Q: 3 clusters Score -548510.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -548610.062500 Penalty: 4058.687988
	Iteration 5Q: 3 clusters Score -548610.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -548691.687500 Penalty: 4058.687988
	Iteration 6Q: 3 clusters Score -548691.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -548773.562500 Penalty: 4058.687988
	Iteration 7Q: 3 clusters Score -548773.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -548831.125000 Penalty: 4058.687988
	Iteration 8Q: 3 clusters Score -548831.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -548897.687500 Penalty: 4058.687988
	Iteration 9Q: 3 clusters Score -548897.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -548946.625000 Penalty: 4058.687988
	Iteration 10Q: 3 clusters Score -548946.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -548984.125000 Penalty: 4058.687988
	Iteration 11Q: 3 clusters Score -548984.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -549023.187500 Penalty: 4058.687988
	Iteration 12Q: 3 clusters Score -549023.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -549060.500000 Penalty: 4058.687988
	Iteration 13Q: 3 clusters Score -549060.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -549083.000000 Penalty: 4058.687988
	Iteration 14Q: 3 clusters Score -549083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -549102.187500 Penalty: 4058.687988
	Iteration 15Q: 3 clusters Score -549102.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -549115.250000 Penalty: 4058.687988
	Iteration 16Q: 3 clusters Score -549115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -549124.250000 Penalty: 4058.687988
	Iteration 17Q: 3 clusters Score -549124.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -549132.062500 Penalty: 4058.687988
	Iteration 18Q: 3 clusters Score -549132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -549135.375000 Penalty: 4058.687988
	Iteration 19Q: 3 clusters Score -549135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -549140.750000 Penalty: 4058.687988
	Iteration 20F: 3 clusters Score -549140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -549143.187500 Penalty: 4058.687988
	Iteration 21Q: 3 clusters Score -549143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -549143.250000 Penalty: 4058.687988
	Iteration 22Q: 3 clusters Score -549143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -549148.687500 Penalty: 4058.687988
	Iteration 23Q: 3 clusters Score -549148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -549151.250000 Penalty: 4058.687988
	Iteration 24Q: 3 clusters Score -549151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -549153.250000 Penalty: 4058.687988
	Iteration 25Q: 3 clusters Score -549153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -549154.187500 Penalty: 4058.687988
	Iteration 26Q: 3 clusters Score -549154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -549154.875000 Penalty: 4058.687988
	Iteration 27Q: 3 clusters Score -549154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -549155.812500 Penalty: 4058.687988
	Iteration 28Q: 3 clusters Score -549155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -549155.625000 Penalty: 4058.687988
	Iteration 29Q: 3 clusters Score -549155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -549156.625000 Penalty: 4058.687988
	Iteration 30Q: 3 clusters Score -549156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -549156.250000 Penalty: 4058.687988
	Iteration 31Q: 3 clusters Score -549156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -549156.250000 Penalty: 4058.687988
	Iteration 32F: 3 clusters Score -549156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -1263441.000000 Penalty: 2217.405762
	Iteration 0F: 2 clusters Score -1263441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1257227.000000 Penalty: 4434.811523
	Iteration 0F: 3 clusters Score -1257227 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1258870.125000 Penalty: 4434.811523
	Iteration 1F: 3 clusters Score -1258870 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1259105.750000 Penalty: 4434.811523
	Iteration 2F: 3 clusters Score -1259106 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1259239.000000 Penalty: 4434.811523
	Iteration 3Q: 3 clusters Score -1259239 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1259332.125000 Penalty: 4434.811523
	Iteration 4Q: 3 clusters Score -1259332 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1259407.125000 Penalty: 4434.811523
	Iteration 5Q: 3 clusters Score -1259407 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1259461.875000 Penalty: 4434.811523
	Iteration 6Q: 3 clusters Score -1259462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1259502.250000 Penalty: 4434.811523
	Iteration 7Q: 3 clusters Score -1259502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1259535.375000 Penalty: 4434.811523
	Iteration 8Q: 3 clusters Score -1259535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1259571.750000 Penalty: 4434.811523
	Iteration 9Q: 3 clusters Score -1259572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1259600.375000 Penalty: 4434.811523
	Iteration 10Q: 3 clusters Score -1259600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1259621.875000 Penalty: 4434.811523
	Iteration 11Q: 3 clusters Score -1259622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1259643.625000 Penalty: 4434.811523
	Iteration 12Q: 3 clusters Score -1259644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1259656.750000 Penalty: 4434.811523
	Iteration 13Q: 3 clusters Score -1259657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1259674.875000 Penalty: 4434.811523
	Iteration 14Q: 3 clusters Score -1259675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1259689.125000 Penalty: 4434.811523
	Iteration 15Q: 3 clusters Score -1259689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1259701.875000 Penalty: 4434.811523
	Iteration 16Q: 3 clusters Score -1259702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1259716.500000 Penalty: 4434.811523
	Iteration 17Q: 3 clusters Score -1259716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1259732.000000 Penalty: 4434.811523
	Iteration 18Q: 3 clusters Score -1259732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1259747.375000 Penalty: 4434.811523
	Iteration 19Q: 3 clusters Score -1259747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1259765.000000 Penalty: 4434.811523
	Iteration 20F: 3 clusters Score -1259765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1259778.125000 Penalty: 4434.811523
	Iteration 21Q: 3 clusters Score -1259778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1259793.500000 Penalty: 4434.811523
	Iteration 22Q: 3 clusters Score -1259794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1259813.875000 Penalty: 4434.811523
	Iteration 23Q: 3 clusters Score -1259814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1259835.250000 Penalty: 4434.811523
	Iteration 24Q: 3 clusters Score -1259835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1259859.250000 Penalty: 4434.811523
	Iteration 25Q: 3 clusters Score -1259859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1259885.500000 Penalty: 4434.811523
	Iteration 26Q: 3 clusters Score -1259886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1259920.125000 Penalty: 4434.811523
	Iteration 27Q: 3 clusters Score -1259920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1259948.125000 Penalty: 4434.811523
	Iteration 28Q: 3 clusters Score -1259948 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1259976.625000 Penalty: 4434.811523
	Iteration 29Q: 3 clusters Score -1259977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1260016.875000 Penalty: 4434.811523
	Iteration 30Q: 3 clusters Score -1260017 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1260062.500000 Penalty: 4434.811523
	Iteration 31Q: 3 clusters Score -1260062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1260129.125000 Penalty: 4434.811523
	Iteration 32Q: 3 clusters Score -1260129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1260199.375000 Penalty: 4434.811523
	Iteration 33Q: 3 clusters Score -1260199 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1260289.375000 Penalty: 4434.811523
	Iteration 34Q: 3 clusters Score -1260289 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1260380.500000 Penalty: 4434.811523
	Iteration 35Q: 3 clusters Score -1260380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1260471.375000 Penalty: 4434.811523
	Iteration 36Q: 3 clusters Score -1260471 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1260583.625000 Penalty: 4434.811523
	Iteration 37Q: 3 clusters Score -1260584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1260708.125000 Penalty: 4434.811523
	Iteration 38Q: 3 clusters Score -1260708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1260801.125000 Penalty: 4434.811523
	Iteration 39Q: 3 clusters Score -1260801 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1260909.375000 Penalty: 4434.811523
	Iteration 40F: 3 clusters Score -1260909 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1261002.375000 Penalty: 4434.811523
	Iteration 41Q: 3 clusters Score -1261002 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1261081.375000 Penalty: 4434.811523
	Iteration 42Q: 3 clusters Score -1261081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1261134.000000 Penalty: 4434.811523
	Iteration 43Q: 3 clusters Score -1261134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1261166.375000 Penalty: 4434.811523
	Iteration 44Q: 3 clusters Score -1261166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1261203.875000 Penalty: 4434.811523
	Iteration 45Q: 3 clusters Score -1261204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1261234.625000 Penalty: 4434.811523
	Iteration 46Q: 3 clusters Score -1261235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1261270.375000 Penalty: 4434.811523
	Iteration 47Q: 3 clusters Score -1261270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1261302.125000 Penalty: 4434.811523
	Iteration 48Q: 3 clusters Score -1261302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1261330.500000 Penalty: 4434.811523
	Iteration 49Q: 3 clusters Score -1261330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1261355.500000 Penalty: 4434.811523
	Iteration 50Q: 3 clusters Score -1261356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1261375.625000 Penalty: 4434.811523
	Iteration 51Q: 3 clusters Score -1261376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1261391.625000 Penalty: 4434.811523
	Iteration 52Q: 3 clusters Score -1261392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1261401.125000 Penalty: 4434.811523
	Iteration 53Q: 3 clusters Score -1261401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1261404.250000 Penalty: 4434.811523
	Iteration 54Q: 3 clusters Score -1261404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1261412.750000 Penalty: 4434.811523
	Iteration 55Q: 3 clusters Score -1261413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1261422.125000 Penalty: 4434.811523
	Iteration 56Q: 3 clusters Score -1261422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1261427.875000 Penalty: 4434.811523
	Iteration 57Q: 3 clusters Score -1261428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1261432.125000 Penalty: 4434.811523
	Iteration 58Q: 3 clusters Score -1261432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1261438.375000 Penalty: 4434.811523
	Iteration 59Q: 3 clusters Score -1261438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1261441.625000 Penalty: 4434.811523
	Iteration 60F: 3 clusters Score -1261442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1261441.625000 Penalty: 4434.811523
	Iteration 61Q: 3 clusters Score -1261442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1261442.625000 Penalty: 4434.811523
	Iteration 62Q: 3 clusters Score -1261443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1261450.750000 Penalty: 4434.811523
	Iteration 63Q: 3 clusters Score -1261451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1261454.000000 Penalty: 4434.811523
	Iteration 64Q: 3 clusters Score -1261454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1261454.500000 Penalty: 4434.811523
	Iteration 65Q: 3 clusters Score -1261454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1261456.125000 Penalty: 4434.811523
	Iteration 66Q: 3 clusters Score -1261456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1261456.125000 Penalty: 4434.811523
	Iteration 67F: 3 clusters Score -1261456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Entering Unmasked Estep 
Score: -17969646.000000 Penalty: 2888.569092
	Iteration 0F: 2 clusters Score -1.796965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -17899380.000000 Penalty: 5777.138184
	Iteration 0F: 3 clusters Score -1.789938e+07 nChanged 54168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -17930966.000000 Penalty: 5777.138184
	Iteration 1F: 3 clusters Score -1.793097e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -17932286.000000 Penalty: 5777.138184
	Iteration 2Q: 3 clusters Score -1.793229e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -17934178.000000 Penalty: 5777.138184
	Iteration 3Q: 3 clusters Score -1.793418e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -17937038.000000 Penalty: 5777.138184
	Iteration 4F: 3 clusters Score -1.793704e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -17940968.000000 Penalty: 5777.138184
	Iteration 5F: 3 clusters Score -1.794097e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -17946176.000000 Penalty: 5777.138184
	Iteration 6F: 3 clusters Score -1.794618e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -17951760.000000 Penalty: 5777.138184
	Iteration 7F: 3 clusters Score -1.795176e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -17956152.000000 Penalty: 5777.138184
	Iteration 8F: 3 clusters Score -1.795615e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -17958776.000000 Penalty: 5777.138184
	Iteration 9F: 3 clusters Score -1.795878e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -17959984.000000 Penalty: 5777.138184
	Iteration 10Q: 3 clusters Score -1.795998e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -17960476.000000 Penalty: 5777.138184
	Iteration 11Q: 3 clusters Score -1.796048e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -17960796.000000 Penalty: 5777.138184
	Iteration 12Q: 3 clusters Score -1.79608e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -17960886.000000 Penalty: 5777.138184
	Iteration 13Q: 3 clusters Score -1.796089e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -17960944.000000 Penalty: 5777.138184
	Iteration 14Q: 3 clusters Score -1.796094e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -17960938.000000 Penalty: 5777.138184
	Iteration 15Q: 3 clusters Score -1.796094e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -17960938.000000 Penalty: 5777.138184
	Iteration 16Q: 3 clusters Score -1.796094e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -17960944.000000 Penalty: 5777.138184
	Iteration 17Q: 3 clusters Score -1.796094e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -17960966.000000 Penalty: 5777.138184
	Iteration 18Q: 3 clusters Score -1.796097e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -17960972.000000 Penalty: 5777.138184
	Iteration 19Q: 3 clusters Score -1.796097e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -17960976.000000 Penalty: 5777.138184
	Iteration 20F: 3 clusters Score -1.796098e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -17961006.000000 Penalty: 5777.138184
	Iteration 21Q: 3 clusters Score -1.796101e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -17961028.000000 Penalty: 5777.138184
	Iteration 22Q: 3 clusters Score -1.796103e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -17961060.000000 Penalty: 5777.138184
	Iteration 23Q: 3 clusters Score -1.796106e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -17961034.000000 Penalty: 5777.138184
	Iteration 24Q: 3 clusters Score -1.796103e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -17961026.000000 Penalty: 5777.138184
	Iteration 25Q: 3 clusters Score -1.796103e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -17961028.000000 Penalty: 5777.138184
	Iteration 26Q: 3 clusters Score -1.796103e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -17961044.000000 Penalty: 5777.138184
	Iteration 27Q: 3 clusters Score -1.796104e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -17961050.000000 Penalty: 5777.138184
	Iteration 28Q: 3 clusters Score -1.796105e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -17961092.000000 Penalty: 5777.138184
	Iteration 29Q: 3 clusters Score -1.796109e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -17961116.000000 Penalty: 5777.138184
	Iteration 30Q: 3 clusters Score -1.796112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -17961164.000000 Penalty: 5777.138184
	Iteration 31Q: 3 clusters Score -1.796116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -17961200.000000 Penalty: 5777.138184
	Iteration 32Q: 3 clusters Score -1.79612e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -17961212.000000 Penalty: 5777.138184
	Iteration 33Q: 3 clusters Score -1.796121e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -17961200.000000 Penalty: 5777.138184
	Iteration 34Q: 3 clusters Score -1.79612e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -17961242.000000 Penalty: 5777.138184
	Iteration 35Q: 3 clusters Score -1.796124e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -17961240.000000 Penalty: 5777.138184
	Iteration 36Q: 3 clusters Score -1.796124e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -17961278.000000 Penalty: 5777.138184
	Iteration 37Q: 3 clusters Score -1.796128e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -17961304.000000 Penalty: 5777.138184
	Iteration 38Q: 3 clusters Score -1.79613e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -17961326.000000 Penalty: 5777.138184
	Iteration 39Q: 3 clusters Score -1.796133e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -17961386.000000 Penalty: 5777.138184
	Iteration 40F: 3 clusters Score -1.796139e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -17961414.000000 Penalty: 5777.138184
	Iteration 41Q: 3 clusters Score -1.796141e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -17961446.000000 Penalty: 5777.138184
	Iteration 42Q: 3 clusters Score -1.796145e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -17961520.000000 Penalty: 5777.138184
	Iteration 43Q: 3 clusters Score -1.796152e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -17961558.000000 Penalty: 5777.138184
	Iteration 44Q: 3 clusters Score -1.796156e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -17961616.000000 Penalty: 5777.138184
	Iteration 45Q: 3 clusters Score -1.796162e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -17961720.000000 Penalty: 5777.138184
	Iteration 46Q: 3 clusters Score -1.796172e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -17961760.000000 Penalty: 5777.138184
	Iteration 47Q: 3 clusters Score -1.796176e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -17961860.000000 Penalty: 5777.138184
	Iteration 48Q: 3 clusters Score -1.796186e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -17961946.000000 Penalty: 5777.138184
	Iteration 49Q: 3 clusters Score -1.796195e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -17962088.000000 Penalty: 5777.138184
	Iteration 50Q: 3 clusters Score -1.796209e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -17962254.000000 Penalty: 5777.138184
	Iteration 51Q: 3 clusters Score -1.796225e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -17962376.000000 Penalty: 5777.138184
	Iteration 52Q: 3 clusters Score -1.796238e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -17962472.000000 Penalty: 5777.138184
	Iteration 53Q: 3 clusters Score -1.796247e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -17962702.000000 Penalty: 5777.138184
	Iteration 54Q: 3 clusters Score -1.79627e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -17962906.000000 Penalty: 5777.138184
	Iteration 55Q: 3 clusters Score -1.796291e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -17963080.000000 Penalty: 5777.138184
	Iteration 56Q: 3 clusters Score -1.796308e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -17963270.000000 Penalty: 5777.138184
	Iteration 57Q: 3 clusters Score -1.796327e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5777.138184
	Iteration 58Q: 3 clusters Score -1.796347e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -17963814.000000 Penalty: 5777.138184
	Iteration 59Q: 3 clusters Score -1.796381e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -17964106.000000 Penalty: 5777.138184
	Iteration 60F: 3 clusters Score -1.796411e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -17964434.000000 Penalty: 5777.138184
	Iteration 61Q: 3 clusters Score -1.796443e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -17964780.000000 Penalty: 5777.138184
	Iteration 62Q: 3 clusters Score -1.796478e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -17965192.000000 Penalty: 5777.138184
	Iteration 63Q: 3 clusters Score -1.796519e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -17965468.000000 Penalty: 5777.138184
	Iteration 64Q: 3 clusters Score -1.796547e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -17965998.000000 Penalty: 5777.138184
	Iteration 65Q: 3 clusters Score -1.7966e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -17966298.000000 Penalty: 5777.138184
	Iteration 66Q: 3 clusters Score -1.79663e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -17966566.000000 Penalty: 5777.138184
	Iteration 67Q: 3 clusters Score -1.796657e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -17966866.000000 Penalty: 5777.138184
	Iteration 68Q: 3 clusters Score -1.796687e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -17967154.000000 Penalty: 5777.138184
	Iteration 69Q: 3 clusters Score -1.796715e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -17967412.000000 Penalty: 5777.138184
	Iteration 70Q: 3 clusters Score -1.796741e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -17967718.000000 Penalty: 5777.138184
	Iteration 71Q: 3 clusters Score -1.796772e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -17967968.000000 Penalty: 5777.138184
	Iteration 72Q: 3 clusters Score -1.796797e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -17968418.000000 Penalty: 5777.138184
	Iteration 73Q: 3 clusters Score -1.796842e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -17968756.000000 Penalty: 5777.138184
	Iteration 74Q: 3 clusters Score -1.796876e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -17969210.000000 Penalty: 5777.138184
	Iteration 75Q: 3 clusters Score -1.796921e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -17969518.000000 Penalty: 5777.138184
	Iteration 76Q: 3 clusters Score -1.796952e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -17969872.000000 Penalty: 5777.138184
	Iteration 77Q: 3 clusters Score -1.796987e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -17970144.000000 Penalty: 5777.138184
	Iteration 78Q: 3 clusters Score -1.797014e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -17970406.000000 Penalty: 5777.138184
	Iteration 79Q: 3 clusters Score -1.797041e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -17970608.000000 Penalty: 5777.138184
	Iteration 80F: 3 clusters Score -1.797061e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -17970696.000000 Penalty: 5777.138184
	Iteration 81Q: 3 clusters Score -1.79707e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -17970866.000000 Penalty: 5777.138184
	Iteration 82Q: 3 clusters Score -1.797087e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -17971152.000000 Penalty: 5777.138184
	Iteration 83Q: 3 clusters Score -1.797115e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -17971198.000000 Penalty: 5777.138184
	Iteration 84Q: 3 clusters Score -1.79712e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -17971354.000000 Penalty: 5777.138184
	Iteration 85Q: 3 clusters Score -1.797135e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -17971354.000000 Penalty: 5777.138184
	Iteration 86Q: 3 clusters Score -1.797135e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -17971346.000000 Penalty: 5777.138184
	Iteration 87Q: 3 clusters Score -1.797135e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -17971322.000000 Penalty: 5777.138184
	Iteration 88Q: 3 clusters Score -1.797132e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -17971334.000000 Penalty: 5777.138184
	Iteration 89Q: 3 clusters Score -1.797133e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -17971276.000000 Penalty: 5777.138184
	Iteration 90Q: 3 clusters Score -1.797128e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -17971282.000000 Penalty: 5777.138184
	Iteration 91Q: 3 clusters Score -1.797128e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -17971304.000000 Penalty: 5777.138184
	Iteration 92Q: 3 clusters Score -1.79713e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -17971290.000000 Penalty: 5777.138184
	Iteration 93Q: 3 clusters Score -1.797129e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -17971292.000000 Penalty: 5777.138184
	Iteration 94Q: 3 clusters Score -1.797129e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -17971284.000000 Penalty: 5777.138184
	Iteration 95Q: 3 clusters Score -1.797128e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -17971306.000000 Penalty: 5777.138184
	Iteration 96Q: 3 clusters Score -1.797131e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -17971260.000000 Penalty: 5777.138184
	Iteration 97Q: 3 clusters Score -1.797126e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -17971262.000000 Penalty: 5777.138184
	Iteration 98Q: 3 clusters Score -1.797126e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101486 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -17971258.000000 Penalty: 5777.138184
	Iteration 99Q: 3 clusters Score -1.797126e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -17971250.000000 Penalty: 5777.138184
	Iteration 100F: 3 clusters Score -1.797125e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -17971246.000000 Penalty: 5777.138184
	Iteration 101Q: 3 clusters Score -1.797125e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -17971208.000000 Penalty: 5777.138184
	Iteration 102Q: 3 clusters Score -1.797121e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -17971212.000000 Penalty: 5777.138184
	Iteration 103Q: 3 clusters Score -1.797121e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -17971210.000000 Penalty: 5777.138184
	Iteration 104Q: 3 clusters Score -1.797121e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -17971184.000000 Penalty: 5777.138184
	Iteration 105Q: 3 clusters Score -1.797118e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -17971228.000000 Penalty: 5777.138184
	Iteration 106Q: 3 clusters Score -1.797123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -17971234.000000 Penalty: 5777.138184
	Iteration 107Q: 3 clusters Score -1.797123e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -17971234.000000 Penalty: 5777.138184
	Iteration 108Q: 3 clusters Score -1.797123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -17971234.000000 Penalty: 5777.138184
	Iteration 109Q: 3 clusters Score -1.797123e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -17971218.000000 Penalty: 5777.138184
	Iteration 110Q: 3 clusters Score -1.797122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -17971220.000000 Penalty: 5777.138184
	Iteration 111Q: 3 clusters Score -1.797122e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -17971174.000000 Penalty: 5777.138184
	Iteration 112Q: 3 clusters Score -1.797117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -17971124.000000 Penalty: 5777.138184
	Iteration 113Q: 3 clusters Score -1.797112e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -17971142.000000 Penalty: 5777.138184
	Iteration 114Q: 3 clusters Score -1.797114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -17971134.000000 Penalty: 5777.138184
	Iteration 115Q: 3 clusters Score -1.797113e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -17971142.000000 Penalty: 5777.138184
	Iteration 116Q: 3 clusters Score -1.797114e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -17971120.000000 Penalty: 5777.138184
	Iteration 117Q: 3 clusters Score -1.797112e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -17971110.000000 Penalty: 5777.138184
	Iteration 118Q: 3 clusters Score -1.797111e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -17971104.000000 Penalty: 5777.138184
	Iteration 119Q: 3 clusters Score -1.79711e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -17971108.000000 Penalty: 5777.138184
	Iteration 120F: 3 clusters Score -1.797111e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -17971112.000000 Penalty: 5777.138184
	Iteration 121Q: 3 clusters Score -1.797111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -17971116.000000 Penalty: 5777.138184
	Iteration 122Q: 3 clusters Score -1.797112e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -17971096.000000 Penalty: 5777.138184
	Iteration 123Q: 3 clusters Score -1.79711e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -17971098.000000 Penalty: 5777.138184
	Iteration 124Q: 3 clusters Score -1.79711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -17971078.000000 Penalty: 5777.138184
	Iteration 125Q: 3 clusters Score -1.797108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -17971074.000000 Penalty: 5777.138184
	Iteration 126Q: 3 clusters Score -1.797107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -17971078.000000 Penalty: 5777.138184
	Iteration 127Q: 3 clusters Score -1.797108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -17971072.000000 Penalty: 5777.138184
	Iteration 128Q: 3 clusters Score -1.797107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 129Q: 3 clusters Score -1.797106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -17971074.000000 Penalty: 5777.138184
	Iteration 130Q: 3 clusters Score -1.797107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 131Q: 3 clusters Score -1.797106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -17971070.000000 Penalty: 5777.138184
	Iteration 132Q: 3 clusters Score -1.797107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -17971048.000000 Penalty: 5777.138184
	Iteration 133Q: 3 clusters Score -1.797105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -17971050.000000 Penalty: 5777.138184
	Iteration 134Q: 3 clusters Score -1.797105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -17971048.000000 Penalty: 5777.138184
	Iteration 135Q: 3 clusters Score -1.797105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -17971064.000000 Penalty: 5777.138184
	Iteration 136Q: 3 clusters Score -1.797106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -17971052.000000 Penalty: 5777.138184
	Iteration 137Q: 3 clusters Score -1.797105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -17971054.000000 Penalty: 5777.138184
	Iteration 138Q: 3 clusters Score -1.797105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 139Q: 3 clusters Score -1.797106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 140F: 3 clusters Score -1.797106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 141Q: 3 clusters Score -1.797106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103965 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 142Q: 3 clusters Score -1.797106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -17971058.000000 Penalty: 5777.138184
	Iteration 143Q: 3 clusters Score -1.797106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -17971056.000000 Penalty: 5777.138184
	Iteration 144Q: 3 clusters Score -1.797106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -17971060.000000 Penalty: 5777.138184
	Iteration 145Q: 3 clusters Score -1.797106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -17971056.000000 Penalty: 5777.138184
	Iteration 146Q: 3 clusters Score -1.797106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -17971048.000000 Penalty: 5777.138184
	Iteration 147Q: 3 clusters Score -1.797105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -17971040.000000 Penalty: 5777.138184
	Iteration 148Q: 3 clusters Score -1.797104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -17971034.000000 Penalty: 5777.138184
	Iteration 149Q: 3 clusters Score -1.797103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -17971038.000000 Penalty: 5777.138184
	Iteration 150Q: 3 clusters Score -1.797104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -17971026.000000 Penalty: 5777.138184
	Iteration 151Q: 3 clusters Score -1.797103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -17971040.000000 Penalty: 5777.138184
	Iteration 152Q: 3 clusters Score -1.797104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -17971038.000000 Penalty: 5777.138184
	Iteration 153Q: 3 clusters Score -1.797104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -17971026.000000 Penalty: 5777.138184
	Iteration 154Q: 3 clusters Score -1.797103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -17971026.000000 Penalty: 5777.138184
	Iteration 155F: 3 clusters Score -1.797103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 26131 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Entering Unmasked Estep 
Score: -120345824.000000 Penalty: 114565.070312
Splitting cluster 6 changes total score from -120342288.000000 to -120345824.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -97856.945312 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -97856.95 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 323 members 
Entering Unmasked Estep 
Score: -96229.453125 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -96229.45 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96440.109375 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -96440.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -96488.617188 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -96488.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96520.570312 Penalty: 3214.102051
	Iteration 3Q: 3 clusters Score -96520.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96536.242188 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -96536.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96544.187500 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -96544.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96549.906250 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -96549.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96551.914062 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -96551.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96553.882812 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -96553.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -96556.726562 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -96556.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96558.507812 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -96558.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96559.554688 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -96559.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96561.148438 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -96561.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96562.187500 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -96562.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96563.492188 Penalty: 3214.102051
	Iteration 14Q: 3 clusters Score -96563.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96563.492188 Penalty: 3214.102051
	Iteration 15F: 3 clusters Score -96563.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -2724652.500000 Penalty: 2436.569336
	Iteration 0F: 2 clusters Score -2724652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2711598.750000 Penalty: 4873.138672
	Iteration 0F: 3 clusters Score -2711599 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2716464.000000 Penalty: 4873.138672
	Iteration 1F: 3 clusters Score -2716464 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2717564.250000 Penalty: 4873.138672
	Iteration 2F: 3 clusters Score -2717564 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2718736.750000 Penalty: 4873.138672
	Iteration 3F: 3 clusters Score -2718737 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2719830.750000 Penalty: 4873.138672
	Iteration 4F: 3 clusters Score -2719831 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2720761.000000 Penalty: 4873.138672
	Iteration 5F: 3 clusters Score -2720761 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2721543.750000 Penalty: 4873.138672
	Iteration 6F: 3 clusters Score -2721544 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2722216.750000 Penalty: 4873.138672
	Iteration 7Q: 3 clusters Score -2722217 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2722636.750000 Penalty: 4873.138672
	Iteration 8Q: 3 clusters Score -2722637 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2722875.500000 Penalty: 4873.138672
	Iteration 9Q: 3 clusters Score -2722876 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2723008.250000 Penalty: 4873.138672
	Iteration 10Q: 3 clusters Score -2723008 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2723102.500000 Penalty: 4873.138672
	Iteration 11Q: 3 clusters Score -2723102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2723172.750000 Penalty: 4873.138672
	Iteration 12Q: 3 clusters Score -2723173 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2723205.250000 Penalty: 4873.138672
	Iteration 13Q: 3 clusters Score -2723205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2723247.000000 Penalty: 4873.138672
	Iteration 14Q: 3 clusters Score -2723247 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2723278.250000 Penalty: 4873.138672
	Iteration 15Q: 3 clusters Score -2723278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2723316.500000 Penalty: 4873.138672
	Iteration 16Q: 3 clusters Score -2723316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2723362.750000 Penalty: 4873.138672
	Iteration 17Q: 3 clusters Score -2723363 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2723425.250000 Penalty: 4873.138672
	Iteration 18Q: 3 clusters Score -2723425 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2723494.000000 Penalty: 4873.138672
	Iteration 19Q: 3 clusters Score -2723494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2723563.750000 Penalty: 4873.138672
	Iteration 20F: 3 clusters Score -2723564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2723665.500000 Penalty: 4873.138672
	Iteration 21Q: 3 clusters Score -2723666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2723798.750000 Penalty: 4873.138672
	Iteration 22Q: 3 clusters Score -2723799 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2723935.250000 Penalty: 4873.138672
	Iteration 23Q: 3 clusters Score -2723935 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2724051.000000 Penalty: 4873.138672
	Iteration 24Q: 3 clusters Score -2724051 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2724119.750000 Penalty: 4873.138672
	Iteration 25Q: 3 clusters Score -2724120 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2724181.250000 Penalty: 4873.138672
	Iteration 26Q: 3 clusters Score -2724181 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2724236.750000 Penalty: 4873.138672
	Iteration 27Q: 3 clusters Score -2724237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2724285.250000 Penalty: 4873.138672
	Iteration 28Q: 3 clusters Score -2724285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2724311.250000 Penalty: 4873.138672
	Iteration 29Q: 3 clusters Score -2724311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2724342.500000 Penalty: 4873.138672
	Iteration 30Q: 3 clusters Score -2724342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2724371.250000 Penalty: 4873.138672
	Iteration 31Q: 3 clusters Score -2724371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2724389.250000 Penalty: 4873.138672
	Iteration 32Q: 3 clusters Score -2724389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2724408.500000 Penalty: 4873.138672
	Iteration 33Q: 3 clusters Score -2724408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2724415.250000 Penalty: 4873.138672
	Iteration 34Q: 3 clusters Score -2724415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2724431.250000 Penalty: 4873.138672
	Iteration 35Q: 3 clusters Score -2724431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2724449.250000 Penalty: 4873.138672
	Iteration 36Q: 3 clusters Score -2724449 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2724456.500000 Penalty: 4873.138672
	Iteration 37Q: 3 clusters Score -2724456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2724462.000000 Penalty: 4873.138672
	Iteration 38Q: 3 clusters Score -2724462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2724466.250000 Penalty: 4873.138672
	Iteration 39Q: 3 clusters Score -2724466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2724477.250000 Penalty: 4873.138672
	Iteration 40F: 3 clusters Score -2724477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2724486.750000 Penalty: 4873.138672
	Iteration 41Q: 3 clusters Score -2724487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2724494.500000 Penalty: 4873.138672
	Iteration 42Q: 3 clusters Score -2724494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2724503.750000 Penalty: 4873.138672
	Iteration 43Q: 3 clusters Score -2724504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2724509.500000 Penalty: 4873.138672
	Iteration 44Q: 3 clusters Score -2724510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2724506.750000 Penalty: 4873.138672
	Iteration 45Q: 3 clusters Score -2724507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2724504.750000 Penalty: 4873.138672
	Iteration 46Q: 3 clusters Score -2724505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2724514.750000 Penalty: 4873.138672
	Iteration 47Q: 3 clusters Score -2724515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2724521.500000 Penalty: 4873.138672
	Iteration 48Q: 3 clusters Score -2724522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2724524.750000 Penalty: 4873.138672
	Iteration 49Q: 3 clusters Score -2724525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2724519.750000 Penalty: 4873.138672
	Iteration 50Q: 3 clusters Score -2724520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2724517.250000 Penalty: 4873.138672
	Iteration 51Q: 3 clusters Score -2724517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2724518.000000 Penalty: 4873.138672
	Iteration 52Q: 3 clusters Score -2724518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2724520.750000 Penalty: 4873.138672
	Iteration 53Q: 3 clusters Score -2724521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2724521.500000 Penalty: 4873.138672
	Iteration 54Q: 3 clusters Score -2724522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2724524.500000 Penalty: 4873.138672
	Iteration 55Q: 3 clusters Score -2724524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2724528.500000 Penalty: 4873.138672
	Iteration 56Q: 3 clusters Score -2724528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2724528.500000 Penalty: 4873.138672
	Iteration 57Q: 3 clusters Score -2724528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2724529.250000 Penalty: 4873.138672
	Iteration 58Q: 3 clusters Score -2724529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2724530.250000 Penalty: 4873.138672
	Iteration 59Q: 3 clusters Score -2724530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2724528.500000 Penalty: 4873.138672
	Iteration 60F: 3 clusters Score -2724528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2724529.750000 Penalty: 4873.138672
	Iteration 61Q: 3 clusters Score -2724530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2724530.000000 Penalty: 4873.138672
	Iteration 62Q: 3 clusters Score -2724530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2724533.000000 Penalty: 4873.138672
	Iteration 63Q: 3 clusters Score -2724533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2724536.750000 Penalty: 4873.138672
	Iteration 64Q: 3 clusters Score -2724537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2724533.250000 Penalty: 4873.138672
	Iteration 65Q: 3 clusters Score -2724533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2724538.250000 Penalty: 4873.138672
	Iteration 66Q: 3 clusters Score -2724538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2724535.500000 Penalty: 4873.138672
	Iteration 67Q: 3 clusters Score -2724536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2724534.750000 Penalty: 4873.138672
	Iteration 68Q: 3 clusters Score -2724535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2724535.750000 Penalty: 4873.138672
	Iteration 69Q: 3 clusters Score -2724536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2724535.000000 Penalty: 4873.138672
	Iteration 70Q: 3 clusters Score -2724535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2724535.000000 Penalty: 4873.138672
	Iteration 71Q: 3 clusters Score -2724535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2724533.000000 Penalty: 4873.138672
	Iteration 72Q: 3 clusters Score -2724533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2724534.250000 Penalty: 4873.138672
	Iteration 73Q: 3 clusters Score -2724534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2724536.000000 Penalty: 4873.138672
	Iteration 74Q: 3 clusters Score -2724536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2724536.250000 Penalty: 4873.138672
	Iteration 75Q: 3 clusters Score -2724536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2724537.500000 Penalty: 4873.138672
	Iteration 76Q: 3 clusters Score -2724538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2724537.250000 Penalty: 4873.138672
	Iteration 77Q: 3 clusters Score -2724537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2724535.750000 Penalty: 4873.138672
	Iteration 78Q: 3 clusters Score -2724536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2724535.000000 Penalty: 4873.138672
	Iteration 79Q: 3 clusters Score -2724535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2724542.250000 Penalty: 4873.138672
	Iteration 80F: 3 clusters Score -2724542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2724546.500000 Penalty: 4873.138672
	Iteration 81Q: 3 clusters Score -2724546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2724543.250000 Penalty: 4873.138672
	Iteration 82Q: 3 clusters Score -2724543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2724541.000000 Penalty: 4873.138672
	Iteration 83Q: 3 clusters Score -2724541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2724543.500000 Penalty: 4873.138672
	Iteration 84Q: 3 clusters Score -2724544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2724545.750000 Penalty: 4873.138672
	Iteration 85Q: 3 clusters Score -2724546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2724545.250000 Penalty: 4873.138672
	Iteration 86Q: 3 clusters Score -2724545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2724546.500000 Penalty: 4873.138672
	Iteration 87Q: 3 clusters Score -2724546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2724545.500000 Penalty: 4873.138672
	Iteration 88Q: 3 clusters Score -2724546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2724544.000000 Penalty: 4873.138672
	Iteration 89Q: 3 clusters Score -2724544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2724548.000000 Penalty: 4873.138672
	Iteration 90Q: 3 clusters Score -2724548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2724546.000000 Penalty: 4873.138672
	Iteration 91Q: 3 clusters Score -2724546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2724545.250000 Penalty: 4873.138672
	Iteration 92Q: 3 clusters Score -2724545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2724547.250000 Penalty: 4873.138672
	Iteration 93Q: 3 clusters Score -2724547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2724547.250000 Penalty: 4873.138672
	Iteration 94F: 3 clusters Score -2724547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -23113.873047 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -23113.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22105.373047 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -22105.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22150.324219 Penalty: 2558.891357
	Iteration 1F: 3 clusters Score -22150.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22155.308594 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -22155.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22160.183594 Penalty: 2558.891357
	Iteration 3Q: 3 clusters Score -22160.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22160.837891 Penalty: 2558.891357
	Iteration 4Q: 3 clusters Score -22160.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22160.837891 Penalty: 2558.891357
	Iteration 5F: 3 clusters Score -22160.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Entering Unmasked Estep 
Score: -3038268.500000 Penalty: 2450.864746
	Iteration 0F: 2 clusters Score -3038268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3024445.000000 Penalty: 4901.729492
	Iteration 0F: 3 clusters Score -3024445 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3028975.250000 Penalty: 4901.729492
	Iteration 1F: 3 clusters Score -3028975 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3029425.000000 Penalty: 4901.729492
	Iteration 2F: 3 clusters Score -3029425 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3029776.500000 Penalty: 4901.729492
	Iteration 3Q: 3 clusters Score -3029776 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3030064.250000 Penalty: 4901.729492
	Iteration 4Q: 3 clusters Score -3030064 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3030347.000000 Penalty: 4901.729492
	Iteration 5Q: 3 clusters Score -3030347 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3030695.250000 Penalty: 4901.729492
	Iteration 6Q: 3 clusters Score -3030695 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3031097.750000 Penalty: 4901.729492
	Iteration 7Q: 3 clusters Score -3031098 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3031633.000000 Penalty: 4901.729492
	Iteration 8Q: 3 clusters Score -3031633 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3032236.750000 Penalty: 4901.729492
	Iteration 9F: 3 clusters Score -3032237 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3032854.750000 Penalty: 4901.729492
	Iteration 10F: 3 clusters Score -3032855 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3033426.750000 Penalty: 4901.729492
	Iteration 11Q: 3 clusters Score -3033427 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3033952.750000 Penalty: 4901.729492
	Iteration 12Q: 3 clusters Score -3033953 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3034331.500000 Penalty: 4901.729492
	Iteration 13Q: 3 clusters Score -3034332 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3034641.500000 Penalty: 4901.729492
	Iteration 14Q: 3 clusters Score -3034642 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3034926.750000 Penalty: 4901.729492
	Iteration 15Q: 3 clusters Score -3034927 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3035208.250000 Penalty: 4901.729492
	Iteration 16Q: 3 clusters Score -3035208 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3035419.500000 Penalty: 4901.729492
	Iteration 17Q: 3 clusters Score -3035420 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3035630.000000 Penalty: 4901.729492
	Iteration 18Q: 3 clusters Score -3035630 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3035766.000000 Penalty: 4901.729492
	Iteration 19Q: 3 clusters Score -3035766 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3035873.750000 Penalty: 4901.729492
	Iteration 20F: 3 clusters Score -3035874 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3035974.250000 Penalty: 4901.729492
	Iteration 21Q: 3 clusters Score -3035974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3036042.500000 Penalty: 4901.729492
	Iteration 22Q: 3 clusters Score -3036042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3036084.500000 Penalty: 4901.729492
	Iteration 23Q: 3 clusters Score -3036084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3036112.750000 Penalty: 4901.729492
	Iteration 24Q: 3 clusters Score -3036113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3036130.750000 Penalty: 4901.729492
	Iteration 25Q: 3 clusters Score -3036131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3036145.250000 Penalty: 4901.729492
	Iteration 26Q: 3 clusters Score -3036145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3036152.750000 Penalty: 4901.729492
	Iteration 27Q: 3 clusters Score -3036153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3036154.500000 Penalty: 4901.729492
	Iteration 28Q: 3 clusters Score -3036154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3036163.500000 Penalty: 4901.729492
	Iteration 29Q: 3 clusters Score -3036164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3036166.250000 Penalty: 4901.729492
	Iteration 30Q: 3 clusters Score -3036166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3036167.500000 Penalty: 4901.729492
	Iteration 31Q: 3 clusters Score -3036168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3036169.250000 Penalty: 4901.729492
	Iteration 32Q: 3 clusters Score -3036169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3036171.500000 Penalty: 4901.729492
	Iteration 33Q: 3 clusters Score -3036172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3036170.750000 Penalty: 4901.729492
	Iteration 34Q: 3 clusters Score -3036171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3036171.750000 Penalty: 4901.729492
	Iteration 35Q: 3 clusters Score -3036172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3036173.750000 Penalty: 4901.729492
	Iteration 36Q: 3 clusters Score -3036174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3036174.750000 Penalty: 4901.729492
	Iteration 37Q: 3 clusters Score -3036175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3036174.750000 Penalty: 4901.729492
	Iteration 38F: 3 clusters Score -3036175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Entering Unmasked Estep 
Score: -3840913.750000 Penalty: 2522.377686
	Iteration 0F: 2 clusters Score -3840914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3822769.250000 Penalty: 5044.755371
	Iteration 0F: 3 clusters Score -3822769 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3829909.250000 Penalty: 5044.755371
	Iteration 1F: 3 clusters Score -3829909 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3831555.000000 Penalty: 5044.755371
	Iteration 2F: 3 clusters Score -3831555 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3833548.500000 Penalty: 5044.755371
	Iteration 3F: 3 clusters Score -3833548 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3835490.250000 Penalty: 5044.755371
	Iteration 4F: 3 clusters Score -3835490 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3836909.250000 Penalty: 5044.755371
	Iteration 5F: 3 clusters Score -3836909 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3837813.750000 Penalty: 5044.755371
	Iteration 6F: 3 clusters Score -3837814 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3838390.500000 Penalty: 5044.755371
	Iteration 7Q: 3 clusters Score -3838390 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3838767.250000 Penalty: 5044.755371
	Iteration 8Q: 3 clusters Score -3838767 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3839052.000000 Penalty: 5044.755371
	Iteration 9Q: 3 clusters Score -3839052 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3839271.250000 Penalty: 5044.755371
	Iteration 10Q: 3 clusters Score -3839271 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3839480.000000 Penalty: 5044.755371
	Iteration 11Q: 3 clusters Score -3839480 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3839669.000000 Penalty: 5044.755371
	Iteration 12Q: 3 clusters Score -3839669 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3839883.250000 Penalty: 5044.755371
	Iteration 13Q: 3 clusters Score -3839883 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3840107.500000 Penalty: 5044.755371
	Iteration 14Q: 3 clusters Score -3840108 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3840325.250000 Penalty: 5044.755371
	Iteration 15Q: 3 clusters Score -3840325 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3840461.250000 Penalty: 5044.755371
	Iteration 16Q: 3 clusters Score -3840461 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3840567.000000 Penalty: 5044.755371
	Iteration 17Q: 3 clusters Score -3840567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3840638.500000 Penalty: 5044.755371
	Iteration 18Q: 3 clusters Score -3840638 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3840692.750000 Penalty: 5044.755371
	Iteration 19Q: 3 clusters Score -3840693 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3840733.750000 Penalty: 5044.755371
	Iteration 20F: 3 clusters Score -3840734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3840783.250000 Penalty: 5044.755371
	Iteration 21Q: 3 clusters Score -3840783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3840810.250000 Penalty: 5044.755371
	Iteration 22Q: 3 clusters Score -3840810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3840852.750000 Penalty: 5044.755371
	Iteration 23Q: 3 clusters Score -3840853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3840908.000000 Penalty: 5044.755371
	Iteration 24Q: 3 clusters Score -3840908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3840953.250000 Penalty: 5044.755371
	Iteration 25Q: 3 clusters Score -3840953 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3841030.000000 Penalty: 5044.755371
	Iteration 26Q: 3 clusters Score -3841030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3841108.750000 Penalty: 5044.755371
	Iteration 27Q: 3 clusters Score -3841109 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3841216.000000 Penalty: 5044.755371
	Iteration 28Q: 3 clusters Score -3841216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3841324.250000 Penalty: 5044.755371
	Iteration 29Q: 3 clusters Score -3841324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3841402.500000 Penalty: 5044.755371
	Iteration 30Q: 3 clusters Score -3841402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3841441.000000 Penalty: 5044.755371
	Iteration 31Q: 3 clusters Score -3841441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3841454.250000 Penalty: 5044.755371
	Iteration 32Q: 3 clusters Score -3841454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3841455.500000 Penalty: 5044.755371
	Iteration 33Q: 3 clusters Score -3841456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3841463.750000 Penalty: 5044.755371
	Iteration 34Q: 3 clusters Score -3841464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3841465.500000 Penalty: 5044.755371
	Iteration 35Q: 3 clusters Score -3841466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3841479.000000 Penalty: 5044.755371
	Iteration 36Q: 3 clusters Score -3841479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3841480.250000 Penalty: 5044.755371
	Iteration 37Q: 3 clusters Score -3841480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3841483.500000 Penalty: 5044.755371
	Iteration 38Q: 3 clusters Score -3841484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3841488.750000 Penalty: 5044.755371
	Iteration 39Q: 3 clusters Score -3841489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3841486.750000 Penalty: 5044.755371
	Iteration 40F: 3 clusters Score -3841487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3841486.500000 Penalty: 5044.755371
	Iteration 41Q: 3 clusters Score -3841486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3841487.000000 Penalty: 5044.755371
	Iteration 42Q: 3 clusters Score -3841487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3841487.000000 Penalty: 5044.755371
	Iteration 43F: 3 clusters Score -3841487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Entering Unmasked Estep 
Score: -120345720.000000 Penalty: 117934.632812
Splitting cluster 11 changes total score from -120342288.000000 to -120345720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (13384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Entering Unmasked Estep 
Score: -1979983.750000 Penalty: 2356.450195
	Iteration 0F: 2 clusters Score -1979984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1970198.125000 Penalty: 4712.900391
	Iteration 0F: 3 clusters Score -1970198 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1973797.500000 Penalty: 4712.900391
	Iteration 1F: 3 clusters Score -1973798 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1974738.875000 Penalty: 4712.900391
	Iteration 2F: 3 clusters Score -1974739 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1975468.875000 Penalty: 4712.900391
	Iteration 3F: 3 clusters Score -1975469 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1976024.125000 Penalty: 4712.900391
	Iteration 4F: 3 clusters Score -1976024 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1976419 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1976674 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1977507.500000 Penalty: 4712.900391
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1977900.375000 Penalty: 4712.900391
	Iteration 10Q: 3 clusters Score -1977900 nChanged 446
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1978277.625000 Penalty: 4712.900391
	Iteration 11Q: 3 clusters Score -1978278 nChanged 424
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1978600.500000 Penalty: 4712.900391
	Iteration 12Q: 3 clusters Score -1978600 nChanged 378
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1978869 nChanged 319
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1979089 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1979280.500000 Penalty: 4712.900391
	Iteration 15Q: 3 clusters Score -1979280 nChanged 276
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Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1979420.125000 Penalty: 4712.900391
	Iteration 16Q: 3 clusters Score -1979420 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1979512 nChanged 172
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Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1979574 nChanged 134
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Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1979609.125000 Penalty: 4712.900391
	Iteration 19Q: 3 clusters Score -1979609 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1979640.000000 Penalty: 4712.900391
	Iteration 20F: 3 clusters Score -1979640 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1979674.875000 Penalty: 4712.900391
	Iteration 21Q: 3 clusters Score -1979675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1979693.125000 Penalty: 4712.900391
	Iteration 22Q: 3 clusters Score -1979693 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1979699.875000 Penalty: 4712.900391
	Iteration 23Q: 3 clusters Score -1979700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1979710 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1979721.000000 Penalty: 4712.900391
	Iteration 25Q: 3 clusters Score -1979721 nChanged 46
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1979726 nChanged 41
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Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1979736 nChanged 41
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Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1979743 nChanged 38
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1979754 nChanged 31
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Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1979757.875000 Penalty: 4712.900391
	Iteration 30Q: 3 clusters Score -1979758 nChanged 31
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Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1979759 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1979763.875000 Penalty: 4712.900391
	Iteration 32Q: 3 clusters Score -1979764 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1979772.875000 Penalty: 4712.900391
	Iteration 33Q: 3 clusters Score -1979773 nChanged 29
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Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1979777.125000 Penalty: 4712.900391
	Iteration 34Q: 3 clusters Score -1979777 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1979777 nChanged 38
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Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1979787 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1979788 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1979796.750000 Penalty: 4712.900391
	Iteration 38Q: 3 clusters Score -1979797 nChanged 42
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Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1979803.625000 Penalty: 4712.900391
	Iteration 39Q: 3 clusters Score -1979804 nChanged 45
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1979812.750000 Penalty: 4712.900391
	Iteration 40F: 3 clusters Score -1979813 nChanged 48
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Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1979821.500000 Penalty: 4712.900391
	Iteration 41Q: 3 clusters Score -1979822 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1979841.125000 Penalty: 4712.900391
	Iteration 42Q: 3 clusters Score -1979841 nChanged 51
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Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1979845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1979858.750000 Penalty: 4712.900391
	Iteration 44Q: 3 clusters Score -1979859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1979868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1979888.000000 Penalty: 4712.900391
	Iteration 46Q: 3 clusters Score -1979888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1979905.125000 Penalty: 4712.900391
	Iteration 47Q: 3 clusters Score -1979905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1979909.250000 Penalty: 4712.900391
	Iteration 48Q: 3 clusters Score -1979909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1979936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1979946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1979950.875000 Penalty: 4712.900391
	Iteration 51Q: 3 clusters Score -1979951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1979967.000000 Penalty: 4712.900391
	Iteration 52Q: 3 clusters Score -1979967 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1979972.125000 Penalty: 4712.900391
	Iteration 53Q: 3 clusters Score -1979972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1979983.375000 Penalty: 4712.900391
	Iteration 54Q: 3 clusters Score -1979983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1979993.375000 Penalty: 4712.900391
	Iteration 55Q: 3 clusters Score -1979993 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1979998 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1980002.125000 Penalty: 4712.900391
	Iteration 57Q: 3 clusters Score -1980002 nChanged 25
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1980009.125000 Penalty: 4712.900391
	Iteration 58Q: 3 clusters Score -1980009 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1980009.750000 Penalty: 4712.900391
	Iteration 59Q: 3 clusters Score -1980010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1980012.125000 Penalty: 4712.900391
	Iteration 60F: 3 clusters Score -1980012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1980018.125000 Penalty: 4712.900391
	Iteration 61Q: 3 clusters Score -1980018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1980017.375000 Penalty: 4712.900391
	Iteration 62Q: 3 clusters Score -1980017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1980015.875000 Penalty: 4712.900391
	Iteration 63Q: 3 clusters Score -1980016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1980021.125000 Penalty: 4712.900391
	Iteration 64Q: 3 clusters Score -1980021 nChanged 8
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Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1980022.375000 Penalty: 4712.900391
	Iteration 65Q: 3 clusters Score -1980022 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1980020.625000 Penalty: 4712.900391
	Iteration 66Q: 3 clusters Score -1980021 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1980024.750000 Penalty: 4712.900391
	Iteration 67Q: 3 clusters Score -1980025 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1980027 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1980026 nChanged 4
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Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1980026 nChanged 6
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Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4988 members 
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	Iteration 71Q: 3 clusters Score -1980026 nChanged 4
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1980026 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1980022.500000 Penalty: 4712.900391
	Iteration 73Q: 3 clusters Score -1980022 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1980030.500000 Penalty: 4712.900391
	Iteration 74Q: 3 clusters Score -1980030 nChanged 15
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Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4950 members 
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	Iteration 75Q: 3 clusters Score -1980035 nChanged 21
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Mstep: Class 1 contains 8455 members 
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	Iteration 76Q: 3 clusters Score -1980035 nChanged 10
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Mstep: Class 1 contains 8465 members 
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	Iteration 77Q: 3 clusters Score -1980036 nChanged 6
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Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4913 members 
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	Iteration 78Q: 3 clusters Score -1980036 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1980031.125000 Penalty: 4712.900391
	Iteration 79Q: 3 clusters Score -1980031 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1980033.625000 Penalty: 4712.900391
	Iteration 80F: 3 clusters Score -1980034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
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Entering Unmasked Estep 
Score: -1980032.625000 Penalty: 4712.900391
	Iteration 81Q: 3 clusters Score -1980033 nChanged 4
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Mstep: Class 1 contains 8499 members 
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	Iteration 82Q: 3 clusters Score -1980034 nChanged 4
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Mstep: Class 1 contains 8503 members 
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	Iteration 83Q: 3 clusters Score -1980037 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
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	Iteration 84Q: 3 clusters Score -1980038 nChanged 3
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Mstep: Class 1 contains 8510 members 
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	Iteration 85Q: 3 clusters Score -1980037 nChanged 5
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1980039.500000 Penalty: 4712.900391
	Iteration 86Q: 3 clusters Score -1980040 nChanged 7
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Mstep: Class 1 contains 8522 members 
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	Iteration 87Q: 3 clusters Score -1980044 nChanged 11
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	Iteration 88Q: 3 clusters Score -1980047 nChanged 7
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	Iteration 89Q: 3 clusters Score -1980049 nChanged 9
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1980052 nChanged 4
Entering Unmasked Mstep 
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	Iteration 91Q: 3 clusters Score -1980051 nChanged 2
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	Iteration 92Q: 3 clusters Score -1980051 nChanged 0
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	Iteration 93F: 3 clusters Score -1980051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Entering Unmasked Estep 
Score: -120344512.000000 Penalty: 121304.187500
Splitting cluster 12 changes total score from -120342288.000000 to -120344512.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -217505.015625 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -217505 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 776 members 
Entering Unmasked Estep 
Score: -215335.921875 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -215335.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -216231.421875 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -216231.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -217294.000000 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -217294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -218045.234375 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -218045.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -218254.203125 Penalty: 3622.706055
	Iteration 4F: 3 clusters Score -218254.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -218297.203125 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -218297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -218308.203125 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -218308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -218310.734375 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -218310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -218312.656250 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -218312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -218312.656250 Penalty: 3622.706055
	Iteration 9F: 3 clusters Score -218312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Entering Unmasked Estep 
Score: -120343992.000000 Penalty: 124673.750000
Splitting cluster 13 changes total score from -120342288.000000 to -120343992.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 14 (46774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Entering Unmasked Estep 
Score: -7247657.000000 Penalty: 2666.764648
	Iteration 0F: 2 clusters Score -7247657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -7216121.500000 Penalty: 5333.529297
	Iteration 0F: 3 clusters Score -7216122 nChanged 21539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7228596.000000 Penalty: 5333.529297
	Iteration 1F: 3 clusters Score -7228596 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -7229992.500000 Penalty: 5333.529297
	Iteration 2F: 3 clusters Score -7229992 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -7232027.500000 Penalty: 5333.529297
	Iteration 3F: 3 clusters Score -7232028 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -7234490.000000 Penalty: 5333.529297
	Iteration 4F: 3 clusters Score -7234490 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -7236951.000000 Penalty: 5333.529297
	Iteration 5F: 3 clusters Score -7236951 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -7238723.000000 Penalty: 5333.529297
	Iteration 6F: 3 clusters Score -7238723 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -7239962.000000 Penalty: 5333.529297
	Iteration 7F: 3 clusters Score -7239962 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -7240801.500000 Penalty: 5333.529297
	Iteration 8Q: 3 clusters Score -7240802 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7241456.500000 Penalty: 5333.529297
	Iteration 9Q: 3 clusters Score -7241456 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -7242000.500000 Penalty: 5333.529297
	Iteration 10Q: 3 clusters Score -7242000 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -7242501.500000 Penalty: 5333.529297
	Iteration 11Q: 3 clusters Score -7242502 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -7242970.000000 Penalty: 5333.529297
	Iteration 12Q: 3 clusters Score -7242970 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7243417.000000 Penalty: 5333.529297
	Iteration 13Q: 3 clusters Score -7243417 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7243887.000000 Penalty: 5333.529297
	Iteration 14Q: 3 clusters Score -7243887 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7244246.000000 Penalty: 5333.529297
	Iteration 15Q: 3 clusters Score -7244246 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7244534.500000 Penalty: 5333.529297
	Iteration 16Q: 3 clusters Score -7244534 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7244818.500000 Penalty: 5333.529297
	Iteration 17Q: 3 clusters Score -7244818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7245011.500000 Penalty: 5333.529297
	Iteration 18Q: 3 clusters Score -7245012 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7245185.000000 Penalty: 5333.529297
	Iteration 19Q: 3 clusters Score -7245185 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7245281.500000 Penalty: 5333.529297
	Iteration 20F: 3 clusters Score -7245282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7245356.000000 Penalty: 5333.529297
	Iteration 21Q: 3 clusters Score -7245356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7245424.000000 Penalty: 5333.529297
	Iteration 22Q: 3 clusters Score -7245424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7245486.000000 Penalty: 5333.529297
	Iteration 23Q: 3 clusters Score -7245486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7245514.500000 Penalty: 5333.529297
	Iteration 24Q: 3 clusters Score -7245514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7245536.500000 Penalty: 5333.529297
	Iteration 25Q: 3 clusters Score -7245536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7245571.500000 Penalty: 5333.529297
	Iteration 26Q: 3 clusters Score -7245572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7245612.500000 Penalty: 5333.529297
	Iteration 27Q: 3 clusters Score -7245612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7245633.500000 Penalty: 5333.529297
	Iteration 28Q: 3 clusters Score -7245634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7245656.000000 Penalty: 5333.529297
	Iteration 29Q: 3 clusters Score -7245656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7245677.500000 Penalty: 5333.529297
	Iteration 30Q: 3 clusters Score -7245678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7245689.000000 Penalty: 5333.529297
	Iteration 31Q: 3 clusters Score -7245689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7245695.500000 Penalty: 5333.529297
	Iteration 32Q: 3 clusters Score -7245696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7245711.500000 Penalty: 5333.529297
	Iteration 33Q: 3 clusters Score -7245712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7245718.500000 Penalty: 5333.529297
	Iteration 34Q: 3 clusters Score -7245718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7245720.500000 Penalty: 5333.529297
	Iteration 35Q: 3 clusters Score -7245720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7245714.500000 Penalty: 5333.529297
	Iteration 36Q: 3 clusters Score -7245714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7245722.000000 Penalty: 5333.529297
	Iteration 37Q: 3 clusters Score -7245722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7245731.000000 Penalty: 5333.529297
	Iteration 38Q: 3 clusters Score -7245731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7245722.000000 Penalty: 5333.529297
	Iteration 39Q: 3 clusters Score -7245722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7245722.500000 Penalty: 5333.529297
	Iteration 40F: 3 clusters Score -7245722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7245726.500000 Penalty: 5333.529297
	Iteration 41Q: 3 clusters Score -7245726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7245734.500000 Penalty: 5333.529297
	Iteration 42Q: 3 clusters Score -7245734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7245734.500000 Penalty: 5333.529297
	Iteration 43Q: 3 clusters Score -7245734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7245734.500000 Penalty: 5333.529297
	Iteration 44F: 3 clusters Score -7245734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -85299.773438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -85299.77 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 306 members 
Entering Unmasked Estep 
Score: -83955.484375 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -83955.48 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84755.460938 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -84755.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85545.671875 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -85545.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -85848.492188 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -85848.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85941.945312 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -85941.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85983.109375 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -85983.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86009.359375 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -86009.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86019.554688 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -86019.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86021.734375 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -86021.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86021.734375 Penalty: 3216.379150
	Iteration 9F: 3 clusters Score -86021.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Entering Unmasked Estep 
Score: -120342920.000000 Penalty: 128043.312500
Splitting cluster 15 changes total score from -120342288.000000 to -120342920.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -242451.734375 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -242451.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -240107.578125 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -240107.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -240565.953125 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -240566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -240689.062500 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -240689.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -240744.531250 Penalty: 3674.931641
	Iteration 3Q: 3 clusters Score -240744.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -240802.343750 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -240802.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240861.140625 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -240861.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -240926.000000 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -240926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240986.281250 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -240986.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -241077.562500 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -241077.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -241183.703125 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -241183.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -241288.359375 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -241288.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -241390.968750 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -241391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241486.546875 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -241486.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241547.046875 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -241547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241601.328125 Penalty: 3674.931641
	Iteration 14Q: 3 clusters Score -241601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241655.750000 Penalty: 3674.931641
	Iteration 15Q: 3 clusters Score -241655.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241715.312500 Penalty: 3674.931641
	Iteration 16Q: 3 clusters Score -241715.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241773.375000 Penalty: 3674.931641
	Iteration 17Q: 3 clusters Score -241773.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241824.906250 Penalty: 3674.931641
	Iteration 18Q: 3 clusters Score -241824.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241884.359375 Penalty: 3674.931641
	Iteration 19Q: 3 clusters Score -241884.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -241950.890625 Penalty: 3674.931641
	Iteration 20F: 3 clusters Score -241950.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242033.234375 Penalty: 3674.931641
	Iteration 21Q: 3 clusters Score -242033.2 nChanged 61
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: -242145.484375 Penalty: 3674.931641
	Iteration 22Q: 3 clusters Score -242145.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -242284.828125 Penalty: 3674.931641
	Iteration 23Q: 3 clusters Score -242284.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -242487.843750 Penalty: 3674.931641
	Iteration 24Q: 3 clusters Score -242487.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -242708.859375 Penalty: 3674.931641
	Iteration 25Q: 3 clusters Score -242708.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -242882.484375 Penalty: 3674.931641
	Iteration 26Q: 3 clusters Score -242882.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -242949.078125 Penalty: 3674.931641
	Iteration 27Q: 3 clusters Score -242949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -242962.656250 Penalty: 3674.931641
	Iteration 28Q: 3 clusters Score -242962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -242974.078125 Penalty: 3674.931641
	Iteration 29Q: 3 clusters Score -242974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -242977.343750 Penalty: 3674.931641
	Iteration 30Q: 3 clusters Score -242977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -242980.203125 Penalty: 3674.931641
	Iteration 31Q: 3 clusters Score -242980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242981.093750 Penalty: 3674.931641
	Iteration 32Q: 3 clusters Score -242981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -242981.687500 Penalty: 3674.931641
	Iteration 33Q: 3 clusters Score -242981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -242981.937500 Penalty: 3674.931641
	Iteration 34F: 3 clusters Score -242981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242984.500000 Penalty: 3674.931641
	Iteration 35Q: 3 clusters Score -242984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242984.500000 Penalty: 3674.931641
	Iteration 36F: 3 clusters Score -242984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 645 members 
Entering Unmasked Estep 
Score: -120341928.000000 Penalty: 131412.875000
Splitting cluster 16 changes total score from -120342288.000000 to -120341928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (11989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Entering Unmasked Estep 
Score: -1758712.250000 Penalty: 2329.152588
	Iteration 0F: 2 clusters Score -1758712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1749854.625000 Penalty: 4658.305176
	Iteration 0F: 3 clusters Score -1749855 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1753640.750000 Penalty: 4658.305176
	Iteration 1F: 3 clusters Score -1753641 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1755312.875000 Penalty: 4658.305176
	Iteration 2F: 3 clusters Score -1755313 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1756671.125000 Penalty: 4658.305176
	Iteration 3F: 3 clusters Score -1756671 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1757440.500000 Penalty: 4658.305176
	Iteration 4F: 3 clusters Score -1757440 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1757861.875000 Penalty: 4658.305176
	Iteration 5Q: 3 clusters Score -1757862 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1758143.375000 Penalty: 4658.305176
	Iteration 6Q: 3 clusters Score -1758143 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1758388.625000 Penalty: 4658.305176
	Iteration 7Q: 3 clusters Score -1758389 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1758674.250000 Penalty: 4658.305176
	Iteration 8Q: 3 clusters Score -1758674 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1759004.875000 Penalty: 4658.305176
	Iteration 9Q: 3 clusters Score -1759005 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1759375.750000 Penalty: 4658.305176
	Iteration 10Q: 3 clusters Score -1759376 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1759692.000000 Penalty: 4658.305176
	Iteration 11Q: 3 clusters Score -1759692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1760000.500000 Penalty: 4658.305176
	Iteration 12Q: 3 clusters Score -1760000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1760208.125000 Penalty: 4658.305176
	Iteration 13Q: 3 clusters Score -1760208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1760314.625000 Penalty: 4658.305176
	Iteration 14Q: 3 clusters Score -1760315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1760357.875000 Penalty: 4658.305176
	Iteration 15Q: 3 clusters Score -1760358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1760383.250000 Penalty: 4658.305176
	Iteration 16Q: 3 clusters Score -1760383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1760399.375000 Penalty: 4658.305176
	Iteration 17Q: 3 clusters Score -1760399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1760413.625000 Penalty: 4658.305176
	Iteration 18Q: 3 clusters Score -1760414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1760418.375000 Penalty: 4658.305176
	Iteration 19Q: 3 clusters Score -1760418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1760424.625000 Penalty: 4658.305176
	Iteration 20F: 3 clusters Score -1760425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1760434.875000 Penalty: 4658.305176
	Iteration 21Q: 3 clusters Score -1760435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1760433.500000 Penalty: 4658.305176
	Iteration 22Q: 3 clusters Score -1760434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1760436.000000 Penalty: 4658.305176
	Iteration 23Q: 3 clusters Score -1760436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1760436.875000 Penalty: 4658.305176
	Iteration 24Q: 3 clusters Score -1760437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1760436.125000 Penalty: 4658.305176
	Iteration 25Q: 3 clusters Score -1760436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1760442.500000 Penalty: 4658.305176
	Iteration 26Q: 3 clusters Score -1760442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1760445.875000 Penalty: 4658.305176
	Iteration 27Q: 3 clusters Score -1760446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1760446.875000 Penalty: 4658.305176
	Iteration 28Q: 3 clusters Score -1760447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1760448.875000 Penalty: 4658.305176
	Iteration 29Q: 3 clusters Score -1760449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1760448.875000 Penalty: 4658.305176
	Iteration 30F: 3 clusters Score -1760449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Entering Unmasked Estep 
Score: -120343784.000000 Penalty: 131412.875000
Splitting cluster 17 changes total score from -120342288.000000 to -120343784.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (122445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Entering Unmasked Estep 
Score: -19142714.000000 Penalty: 2905.423340
	Iteration 0F: 2 clusters Score -1.914271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -19070790.000000 Penalty: 5810.846680
	Iteration 0F: 3 clusters Score -1.907079e+07 nChanged 58210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -19104522.000000 Penalty: 5810.846680
	Iteration 1F: 3 clusters Score -1.910452e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -19105888.000000 Penalty: 5810.846680
	Iteration 2Q: 3 clusters Score -1.910589e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -19107534.000000 Penalty: 5810.846680
	Iteration 3Q: 3 clusters Score -1.910753e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -19109856.000000 Penalty: 5810.846680
	Iteration 4F: 3 clusters Score -1.910986e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -19112564.000000 Penalty: 5810.846680
	Iteration 5F: 3 clusters Score -1.911256e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -19115528.000000 Penalty: 5810.846680
	Iteration 6F: 3 clusters Score -1.911553e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -19118652.000000 Penalty: 5810.846680
	Iteration 7F: 3 clusters Score -1.911865e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -19121150.000000 Penalty: 5810.846680
	Iteration 8F: 3 clusters Score -1.912115e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 94620 members 
Entering Unmasked Estep 
Score: -19123362.000000 Penalty: 5810.846680
	Iteration 9Q: 3 clusters Score -1.912336e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -19125304.000000 Penalty: 5810.846680
	Iteration 10Q: 3 clusters Score -1.91253e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -19126810.000000 Penalty: 5810.846680
	Iteration 11Q: 3 clusters Score -1.912681e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -19128278.000000 Penalty: 5810.846680
	Iteration 12Q: 3 clusters Score -1.912828e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -19129864.000000 Penalty: 5810.846680
	Iteration 13Q: 3 clusters Score -1.912986e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -19131048.000000 Penalty: 5810.846680
	Iteration 14Q: 3 clusters Score -1.913105e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -19131742.000000 Penalty: 5810.846680
	Iteration 15Q: 3 clusters Score -1.913174e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -19132446.000000 Penalty: 5810.846680
	Iteration 16Q: 3 clusters Score -1.913245e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -19133034.000000 Penalty: 5810.846680
	Iteration 17Q: 3 clusters Score -1.913303e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -19133612.000000 Penalty: 5810.846680
	Iteration 18Q: 3 clusters Score -1.913361e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -19134156.000000 Penalty: 5810.846680
	Iteration 19Q: 3 clusters Score -1.913416e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -19134830.000000 Penalty: 5810.846680
	Iteration 20F: 3 clusters Score -1.913483e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -19135588.000000 Penalty: 5810.846680
	Iteration 21Q: 3 clusters Score -1.913559e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -19136244.000000 Penalty: 5810.846680
	Iteration 22Q: 3 clusters Score -1.913624e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -19137112.000000 Penalty: 5810.846680
	Iteration 23Q: 3 clusters Score -1.913711e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -19137932.000000 Penalty: 5810.846680
	Iteration 24Q: 3 clusters Score -1.913793e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -19138894.000000 Penalty: 5810.846680
	Iteration 25Q: 3 clusters Score -1.913889e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -19139730.000000 Penalty: 5810.846680
	Iteration 26Q: 3 clusters Score -1.913973e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 112715 members 
Entering Unmasked Estep 
Score: -19140530.000000 Penalty: 5810.846680
	Iteration 27Q: 3 clusters Score -1.914053e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -19141104.000000 Penalty: 5810.846680
	Iteration 28Q: 3 clusters Score -1.91411e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -19141422.000000 Penalty: 5810.846680
	Iteration 29Q: 3 clusters Score -1.914142e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -19141602.000000 Penalty: 5810.846680
	Iteration 30Q: 3 clusters Score -1.91416e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -19141652.000000 Penalty: 5810.846680
	Iteration 31Q: 3 clusters Score -1.914165e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -19141496.000000 Penalty: 5810.846680
	Iteration 32Q: 3 clusters Score -1.91415e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 120309 members 
Entering Unmasked Estep 
Score: -19141270.000000 Penalty: 5810.846680
	Iteration 33Q: 3 clusters Score -1.914127e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -19141048.000000 Penalty: 5810.846680
	Iteration 34Q: 3 clusters Score -1.914105e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -19140850.000000 Penalty: 5810.846680
	Iteration 35Q: 3 clusters Score -1.914085e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -19140750.000000 Penalty: 5810.846680
	Iteration 36Q: 3 clusters Score -1.914075e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -19140728.000000 Penalty: 5810.846680
	Iteration 37Q: 3 clusters Score -1.914073e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 121686 members 
Entering Unmasked Estep 
Score: -19140684.000000 Penalty: 5810.846680
	Iteration 38Q: 3 clusters Score -1.914068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 121747 members 
Entering Unmasked Estep 
Score: -19140692.000000 Penalty: 5810.846680
	Iteration 39Q: 3 clusters Score -1.914069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -19140682.000000 Penalty: 5810.846680
	Iteration 40F: 3 clusters Score -1.914068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -19140730.000000 Penalty: 5810.846680
	Iteration 41Q: 3 clusters Score -1.914073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -19140704.000000 Penalty: 5810.846680
	Iteration 42Q: 3 clusters Score -1.91407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 121854 members 
Entering Unmasked Estep 
Score: -19140708.000000 Penalty: 5810.846680
	Iteration 43Q: 3 clusters Score -1.914071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -19140716.000000 Penalty: 5810.846680
	Iteration 44Q: 3 clusters Score -1.914072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -19140732.000000 Penalty: 5810.846680
	Iteration 45Q: 3 clusters Score -1.914073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -19140736.000000 Penalty: 5810.846680
	Iteration 46Q: 3 clusters Score -1.914074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -19140734.000000 Penalty: 5810.846680
	Iteration 47Q: 3 clusters Score -1.914073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -19140738.000000 Penalty: 5810.846680
	Iteration 48Q: 3 clusters Score -1.914074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -19140738.000000 Penalty: 5810.846680
	Iteration 49Q: 3 clusters Score -1.914074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -19140750.000000 Penalty: 5810.846680
	Iteration 50Q: 3 clusters Score -1.914075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 121915 members 
Entering Unmasked Estep 
Score: -19140756.000000 Penalty: 5810.846680
	Iteration 51Q: 3 clusters Score -1.914076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 121915 members 
Entering Unmasked Estep 
Score: -19140762.000000 Penalty: 5810.846680
	Iteration 52Q: 3 clusters Score -1.914076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -19140768.000000 Penalty: 5810.846680
	Iteration 53Q: 3 clusters Score -1.914077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -19140770.000000 Penalty: 5810.846680
	Iteration 54Q: 3 clusters Score -1.914077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140766.000000 Penalty: 5810.846680
	Iteration 55Q: 3 clusters Score -1.914077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140770.000000 Penalty: 5810.846680
	Iteration 56Q: 3 clusters Score -1.914077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -19140770.000000 Penalty: 5810.846680
	Iteration 57Q: 3 clusters Score -1.914077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -19140770.000000 Penalty: 5810.846680
	Iteration 58Q: 3 clusters Score -1.914077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -19140778.000000 Penalty: 5810.846680
	Iteration 59Q: 3 clusters Score -1.914078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -19140778.000000 Penalty: 5810.846680
	Iteration 60F: 3 clusters Score -1.914078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5810.846680
	Iteration 61Q: 3 clusters Score -1.914079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -19140778.000000 Penalty: 5810.846680
	Iteration 62Q: 3 clusters Score -1.914078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140782.000000 Penalty: 5810.846680
	Iteration 63Q: 3 clusters Score -1.914078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -19140780.000000 Penalty: 5810.846680
	Iteration 64Q: 3 clusters Score -1.914078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140778.000000 Penalty: 5810.846680
	Iteration 65Q: 3 clusters Score -1.914078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140774.000000 Penalty: 5810.846680
	Iteration 66Q: 3 clusters Score -1.914077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140780.000000 Penalty: 5810.846680
	Iteration 67Q: 3 clusters Score -1.914078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19140788.000000 Penalty: 5810.846680
	Iteration 68Q: 3 clusters Score -1.914079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -19140802.000000 Penalty: 5810.846680
	Iteration 69Q: 3 clusters Score -1.91408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 121941 members 
Entering Unmasked Estep 
Score: -19140806.000000 Penalty: 5810.846680
	Iteration 70Q: 3 clusters Score -1.914081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 121948 members 
Entering Unmasked Estep 
Score: -19140810.000000 Penalty: 5810.846680
	Iteration 71Q: 3 clusters Score -1.914081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -19140824.000000 Penalty: 5810.846680
	Iteration 72Q: 3 clusters Score -1.914082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -19140828.000000 Penalty: 5810.846680
	Iteration 73Q: 3 clusters Score -1.914083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -19140840.000000 Penalty: 5810.846680
	Iteration 74Q: 3 clusters Score -1.914084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -19140840.000000 Penalty: 5810.846680
	Iteration 75Q: 3 clusters Score -1.914084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 121947 members 
Entering Unmasked Estep 
Score: -19140864.000000 Penalty: 5810.846680
	Iteration 76Q: 3 clusters Score -1.914086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -19140870.000000 Penalty: 5810.846680
	Iteration 77Q: 3 clusters Score -1.914087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -19140856.000000 Penalty: 5810.846680
	Iteration 78Q: 3 clusters Score -1.914086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -19140858.000000 Penalty: 5810.846680
	Iteration 79Q: 3 clusters Score -1.914086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -19140848.000000 Penalty: 5810.846680
	Iteration 80F: 3 clusters Score -1.914085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -19140860.000000 Penalty: 5810.846680
	Iteration 81Q: 3 clusters Score -1.914086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -19140850.000000 Penalty: 5810.846680
	Iteration 82Q: 3 clusters Score -1.914085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 121967 members 
Entering Unmasked Estep 
Score: -19140858.000000 Penalty: 5810.846680
	Iteration 83Q: 3 clusters Score -1.914086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -19140856.000000 Penalty: 5810.846680
	Iteration 84Q: 3 clusters Score -1.914086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 121972 members 
Entering Unmasked Estep 
Score: -19140858.000000 Penalty: 5810.846680
	Iteration 85Q: 3 clusters Score -1.914086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -19140860.000000 Penalty: 5810.846680
	Iteration 86Q: 3 clusters Score -1.914086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 121972 members 
Entering Unmasked Estep 
Score: -19140868.000000 Penalty: 5810.846680
	Iteration 87Q: 3 clusters Score -1.914087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -19140868.000000 Penalty: 5810.846680
	Iteration 88Q: 3 clusters Score -1.914087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -19140846.000000 Penalty: 5810.846680
	Iteration 89Q: 3 clusters Score -1.914085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -19140846.000000 Penalty: 5810.846680
	Iteration 90Q: 3 clusters Score -1.914085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -19140846.000000 Penalty: 5810.846680
	Iteration 91F: 3 clusters Score -1.914085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -350213.000000 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -350213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -347532.531250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -347532.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348435.843750 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -348435.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -348979.718750 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -348979.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -349580.843750 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -349580.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -350006.687500 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -350006.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -350238.093750 Penalty: 3871.515381
	Iteration 5F: 3 clusters Score -350238.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -350332.656250 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -350332.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -350361.750000 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -350361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -350372.500000 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -350372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -350384.968750 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -350385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -350391.000000 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -350391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -350392.250000 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -350392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -350392.250000 Penalty: 3871.515381
	Iteration 12F: 3 clusters Score -350392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Entering Unmasked Estep 
Score: -120342560.000000 Penalty: 134782.437500
Splitting cluster 19 changes total score from -120342288.000000 to -120342560.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (59073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Entering Unmasked Estep 
Score: -9182676.000000 Penalty: 2724.659180
	Iteration 0F: 2 clusters Score -9182676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -9143115.000000 Penalty: 5449.318359
	Iteration 0F: 3 clusters Score -9143115 nChanged 27412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -9158687.000000 Penalty: 5449.318359
	Iteration 1F: 3 clusters Score -9158687 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -9159694.000000 Penalty: 5449.318359
	Iteration 2Q: 3 clusters Score -9159694 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9160748.000000 Penalty: 5449.318359
	Iteration 3Q: 3 clusters Score -9160748 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -9162138.000000 Penalty: 5449.318359
	Iteration 4Q: 3 clusters Score -9162138 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -9164037.000000 Penalty: 5449.318359
	Iteration 5F: 3 clusters Score -9164037 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -9166551.000000 Penalty: 5449.318359
	Iteration 6F: 3 clusters Score -9166551 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9169300.000000 Penalty: 5449.318359
	Iteration 7F: 3 clusters Score -9169300 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -9172153.000000 Penalty: 5449.318359
	Iteration 8F: 3 clusters Score -9172153 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -9174677.000000 Penalty: 5449.318359
	Iteration 9Q: 3 clusters Score -9174677 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -9176740.000000 Penalty: 5449.318359
	Iteration 10Q: 3 clusters Score -9176740 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9178264.000000 Penalty: 5449.318359
	Iteration 11Q: 3 clusters Score -9178264 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -9179420.000000 Penalty: 5449.318359
	Iteration 12Q: 3 clusters Score -9179420 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9180216.000000 Penalty: 5449.318359
	Iteration 13Q: 3 clusters Score -9180216 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9180674.000000 Penalty: 5449.318359
	Iteration 14Q: 3 clusters Score -9180674 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9180975.000000 Penalty: 5449.318359
	Iteration 15Q: 3 clusters Score -9180975 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9181161.000000 Penalty: 5449.318359
	Iteration 16Q: 3 clusters Score -9181161 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -9181270.000000 Penalty: 5449.318359
	Iteration 17Q: 3 clusters Score -9181270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -9181383.000000 Penalty: 5449.318359
	Iteration 18Q: 3 clusters Score -9181383 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9181452.000000 Penalty: 5449.318359
	Iteration 19Q: 3 clusters Score -9181452 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9181501.000000 Penalty: 5449.318359
	Iteration 20F: 3 clusters Score -9181501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9181546.000000 Penalty: 5449.318359
	Iteration 21Q: 3 clusters Score -9181546 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9181574.000000 Penalty: 5449.318359
	Iteration 22Q: 3 clusters Score -9181574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9181589.000000 Penalty: 5449.318359
	Iteration 23Q: 3 clusters Score -9181589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9181600.000000 Penalty: 5449.318359
	Iteration 24Q: 3 clusters Score -9181600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9181620.000000 Penalty: 5449.318359
	Iteration 25Q: 3 clusters Score -9181620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9181641.000000 Penalty: 5449.318359
	Iteration 26Q: 3 clusters Score -9181641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9181641.000000 Penalty: 5449.318359
	Iteration 27Q: 3 clusters Score -9181641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9181655.000000 Penalty: 5449.318359
	Iteration 28Q: 3 clusters Score -9181655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9181659.000000 Penalty: 5449.318359
	Iteration 29Q: 3 clusters Score -9181659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9181658.000000 Penalty: 5449.318359
	Iteration 30Q: 3 clusters Score -9181658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -9181659.000000 Penalty: 5449.318359
	Iteration 31Q: 3 clusters Score -9181659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9181663.000000 Penalty: 5449.318359
	Iteration 32Q: 3 clusters Score -9181663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9181670.000000 Penalty: 5449.318359
	Iteration 33Q: 3 clusters Score -9181670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9181667.000000 Penalty: 5449.318359
	Iteration 34Q: 3 clusters Score -9181667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9181662.000000 Penalty: 5449.318359
	Iteration 35Q: 3 clusters Score -9181662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9181668.000000 Penalty: 5449.318359
	Iteration 36Q: 3 clusters Score -9181668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9181680.000000 Penalty: 5449.318359
	Iteration 37Q: 3 clusters Score -9181680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9181679.000000 Penalty: 5449.318359
	Iteration 38Q: 3 clusters Score -9181679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9181679.000000 Penalty: 5449.318359
	Iteration 39Q: 3 clusters Score -9181679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9181671.000000 Penalty: 5449.318359
	Iteration 40F: 3 clusters Score -9181671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9181672.000000 Penalty: 5449.318359
	Iteration 41Q: 3 clusters Score -9181672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9181668.000000 Penalty: 5449.318359
	Iteration 42Q: 3 clusters Score -9181668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9181659.000000 Penalty: 5449.318359
	Iteration 43Q: 3 clusters Score -9181659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9181655.000000 Penalty: 5449.318359
	Iteration 44Q: 3 clusters Score -9181655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9181660.000000 Penalty: 5449.318359
	Iteration 45Q: 3 clusters Score -9181660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9181666.000000 Penalty: 5449.318359
	Iteration 46Q: 3 clusters Score -9181666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9181670.000000 Penalty: 5449.318359
	Iteration 47Q: 3 clusters Score -9181670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9181674.000000 Penalty: 5449.318359
	Iteration 48Q: 3 clusters Score -9181674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9181669.000000 Penalty: 5449.318359
	Iteration 49Q: 3 clusters Score -9181669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9181670.000000 Penalty: 5449.318359
	Iteration 50Q: 3 clusters Score -9181670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9181670.000000 Penalty: 5449.318359
	Iteration 51F: 3 clusters Score -9181670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Entering Unmasked Estep 
Score: -1424101.250000 Penalty: 2274.814453
	Iteration 0F: 2 clusters Score -1424101 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 4839 members 
Entering Unmasked Estep 
Score: -1416730.875000 Penalty: 4549.628906
	Iteration 0F: 3 clusters Score -1416731 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1418908.250000 Penalty: 4549.628906
	Iteration 1F: 3 clusters Score -1418908 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1419253.125000 Penalty: 4549.628906
	Iteration 2F: 3 clusters Score -1419253 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1419491.375000 Penalty: 4549.628906
	Iteration 3F: 3 clusters Score -1419491 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1419702.625000 Penalty: 4549.628906
	Iteration 4Q: 3 clusters Score -1419703 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1419899.125000 Penalty: 4549.628906
	Iteration 5Q: 3 clusters Score -1419899 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1420091.625000 Penalty: 4549.628906
	Iteration 6Q: 3 clusters Score -1420092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1420314.000000 Penalty: 4549.628906
	Iteration 7Q: 3 clusters Score -1420314 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1420534.750000 Penalty: 4549.628906
	Iteration 8Q: 3 clusters Score -1420535 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1420753.750000 Penalty: 4549.628906
	Iteration 9Q: 3 clusters Score -1420754 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1420962.125000 Penalty: 4549.628906
	Iteration 10Q: 3 clusters Score -1420962 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1421199.750000 Penalty: 4549.628906
	Iteration 11Q: 3 clusters Score -1421200 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1421395.750000 Penalty: 4549.628906
	Iteration 12Q: 3 clusters Score -1421396 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1421563.125000 Penalty: 4549.628906
	Iteration 13Q: 3 clusters Score -1421563 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1421691.875000 Penalty: 4549.628906
	Iteration 14Q: 3 clusters Score -1421692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1421791.375000 Penalty: 4549.628906
	Iteration 15Q: 3 clusters Score -1421791 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1421860.125000 Penalty: 4549.628906
	Iteration 16Q: 3 clusters Score -1421860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1421922.000000 Penalty: 4549.628906
	Iteration 17Q: 3 clusters Score -1421922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1421959.875000 Penalty: 4549.628906
	Iteration 18Q: 3 clusters Score -1421960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1421998.000000 Penalty: 4549.628906
	Iteration 19Q: 3 clusters Score -1421998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1422028.375000 Penalty: 4549.628906
	Iteration 20F: 3 clusters Score -1422028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1422058.000000 Penalty: 4549.628906
	Iteration 21Q: 3 clusters Score -1422058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1422074.750000 Penalty: 4549.628906
	Iteration 22Q: 3 clusters Score -1422075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1422093.875000 Penalty: 4549.628906
	Iteration 23Q: 3 clusters Score -1422094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1422119.125000 Penalty: 4549.628906
	Iteration 24Q: 3 clusters Score -1422119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1422143.250000 Penalty: 4549.628906
	Iteration 25Q: 3 clusters Score -1422143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1422165.000000 Penalty: 4549.628906
	Iteration 26Q: 3 clusters Score -1422165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1422169.750000 Penalty: 4549.628906
	Iteration 27Q: 3 clusters Score -1422170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1422182.125000 Penalty: 4549.628906
	Iteration 28Q: 3 clusters Score -1422182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1422191.500000 Penalty: 4549.628906
	Iteration 29Q: 3 clusters Score -1422192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1422197.250000 Penalty: 4549.628906
	Iteration 30Q: 3 clusters Score -1422197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1422200.000000 Penalty: 4549.628906
	Iteration 31Q: 3 clusters Score -1422200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1422200.875000 Penalty: 4549.628906
	Iteration 32Q: 3 clusters Score -1422201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1422205.875000 Penalty: 4549.628906
	Iteration 33Q: 3 clusters Score -1422206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1422210.125000 Penalty: 4549.628906
	Iteration 34Q: 3 clusters Score -1422210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1422214.875000 Penalty: 4549.628906
	Iteration 35Q: 3 clusters Score -1422215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1422216.125000 Penalty: 4549.628906
	Iteration 36Q: 3 clusters Score -1422216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1422221.625000 Penalty: 4549.628906
	Iteration 37Q: 3 clusters Score -1422222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1422228.375000 Penalty: 4549.628906
	Iteration 38Q: 3 clusters Score -1422228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1422231.875000 Penalty: 4549.628906
	Iteration 39Q: 3 clusters Score -1422232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1422230.625000 Penalty: 4549.628906
	Iteration 40F: 3 clusters Score -1422231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1422237.000000 Penalty: 4549.628906
	Iteration 41Q: 3 clusters Score -1422237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1422242.125000 Penalty: 4549.628906
	Iteration 42Q: 3 clusters Score -1422242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1422246.500000 Penalty: 4549.628906
	Iteration 43Q: 3 clusters Score -1422246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1422249.625000 Penalty: 4549.628906
	Iteration 44Q: 3 clusters Score -1422250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1422256.625000 Penalty: 4549.628906
	Iteration 45Q: 3 clusters Score -1422257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1422260.500000 Penalty: 4549.628906
	Iteration 46Q: 3 clusters Score -1422260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1422269.375000 Penalty: 4549.628906
	Iteration 47Q: 3 clusters Score -1422269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1422282.000000 Penalty: 4549.628906
	Iteration 48Q: 3 clusters Score -1422282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1422285.500000 Penalty: 4549.628906
	Iteration 49Q: 3 clusters Score -1422286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1422291.000000 Penalty: 4549.628906
	Iteration 50Q: 3 clusters Score -1422291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1422291.750000 Penalty: 4549.628906
	Iteration 51Q: 3 clusters Score -1422292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1422291.500000 Penalty: 4549.628906
	Iteration 52Q: 3 clusters Score -1422292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1422300.125000 Penalty: 4549.628906
	Iteration 53Q: 3 clusters Score -1422300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1422300.625000 Penalty: 4549.628906
	Iteration 54Q: 3 clusters Score -1422301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1422310.375000 Penalty: 4549.628906
	Iteration 55Q: 3 clusters Score -1422310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1422314.250000 Penalty: 4549.628906
	Iteration 56Q: 3 clusters Score -1422314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1422320.750000 Penalty: 4549.628906
	Iteration 57Q: 3 clusters Score -1422321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1422326.125000 Penalty: 4549.628906
	Iteration 58Q: 3 clusters Score -1422326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1422325.625000 Penalty: 4549.628906
	Iteration 59Q: 3 clusters Score -1422326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1422330.250000 Penalty: 4549.628906
	Iteration 60F: 3 clusters Score -1422330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1422333.375000 Penalty: 4549.628906
	Iteration 61Q: 3 clusters Score -1422333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1422337.875000 Penalty: 4549.628906
	Iteration 62Q: 3 clusters Score -1422338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1422338.625000 Penalty: 4549.628906
	Iteration 63Q: 3 clusters Score -1422339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1422338.250000 Penalty: 4549.628906
	Iteration 64Q: 3 clusters Score -1422338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1422338.750000 Penalty: 4549.628906
	Iteration 65Q: 3 clusters Score -1422339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1422338.750000 Penalty: 4549.628906
	Iteration 66F: 3 clusters Score -1422339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1285394.375000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1285394 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 4343 members 
Entering Unmasked Estep 
Score: -1278609.750000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1278610 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1280668.750000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1280669 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1281067.375000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1281067 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1281396.875000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1281397 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1281758.000000 Penalty: 4497.427246
	Iteration 4F: 3 clusters Score -1281758 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1282165.250000 Penalty: 4497.427246
	Iteration 5F: 3 clusters Score -1282165 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1282736.000000 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -1282736 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1283581.250000 Penalty: 4497.427246
	Iteration 7F: 3 clusters Score -1283581 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1284630.375000 Penalty: 4497.427246
	Iteration 8F: 3 clusters Score -1284630 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1285360.625000 Penalty: 4497.427246
	Iteration 9F: 3 clusters Score -1285361 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1285685.000000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1285685 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1285838.750000 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1285839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1285930.875000 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1285931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1286006.250000 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1286006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1286077.875000 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1286078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1286138.000000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1286138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1286204.875000 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1286205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1286292.750000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1286293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1286334.625000 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1286335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1286358.125000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1286358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1286382.500000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1286382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1286394.125000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1286394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1286404.000000 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1286404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1286407.875000 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1286408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1286409.750000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1286410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1286411.125000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1286411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1286411.625000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1286412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1286410.250000 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1286410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1286409.250000 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1286409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1286414.000000 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1286414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1286414.000000 Penalty: 4497.427246
	Iteration 30F: 3 clusters Score -1286414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 5952 members 
Entering Unmasked Estep 
Score: -120342192.000000 Penalty: 138152.000000
Splitting cluster 22 changes total score from -120342288.000000 to -120342192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -162810.531250 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -162810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -160830.125000 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -160830.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -161146.437500 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -161146.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161254.500000 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -161254.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -161322.921875 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -161322.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -161380.156250 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -161380.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -161419.859375 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -161419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -161451.578125 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -161451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -161461.671875 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -161461.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -161471.125000 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -161471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -161474.312500 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -161474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -161476.156250 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -161476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161477.015625 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -161477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161478.687500 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -161478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161480.562500 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -161480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -161482.515625 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -161482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -161482.515625 Penalty: 3472.165771
	Iteration 15F: 3 clusters Score -161482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Entering Unmasked Estep 
Score: -3147290.750000 Penalty: 2457.301758
	Iteration 0F: 2 clusters Score -3147291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3133256.750000 Penalty: 4914.603516
	Iteration 0F: 3 clusters Score -3133257 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3138192.000000 Penalty: 4914.603516
	Iteration 1F: 3 clusters Score -3138192 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3138722.000000 Penalty: 4914.603516
	Iteration 2F: 3 clusters Score -3138722 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3139226.250000 Penalty: 4914.603516
	Iteration 3F: 3 clusters Score -3139226 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3139717.000000 Penalty: 4914.603516
	Iteration 4Q: 3 clusters Score -3139717 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3140192.500000 Penalty: 4914.603516
	Iteration 5Q: 3 clusters Score -3140192 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3140633.750000 Penalty: 4914.603516
	Iteration 6Q: 3 clusters Score -3140634 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3141063.750000 Penalty: 4914.603516
	Iteration 7Q: 3 clusters Score -3141064 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3141452.000000 Penalty: 4914.603516
	Iteration 8Q: 3 clusters Score -3141452 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3141844.500000 Penalty: 4914.603516
	Iteration 9Q: 3 clusters Score -3141844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3142173.750000 Penalty: 4914.603516
	Iteration 10Q: 3 clusters Score -3142174 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3142434.000000 Penalty: 4914.603516
	Iteration 11Q: 3 clusters Score -3142434 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3142667.000000 Penalty: 4914.603516
	Iteration 12Q: 3 clusters Score -3142667 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3142851.500000 Penalty: 4914.603516
	Iteration 13Q: 3 clusters Score -3142852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3143015.500000 Penalty: 4914.603516
	Iteration 14Q: 3 clusters Score -3143016 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3143156.750000 Penalty: 4914.603516
	Iteration 15Q: 3 clusters Score -3143157 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3143288.500000 Penalty: 4914.603516
	Iteration 16Q: 3 clusters Score -3143288 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3143423.250000 Penalty: 4914.603516
	Iteration 17Q: 3 clusters Score -3143423 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3143559.500000 Penalty: 4914.603516
	Iteration 18Q: 3 clusters Score -3143560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3143662.000000 Penalty: 4914.603516
	Iteration 19Q: 3 clusters Score -3143662 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3143802.750000 Penalty: 4914.603516
	Iteration 20F: 3 clusters Score -3143803 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3143929.750000 Penalty: 4914.603516
	Iteration 21Q: 3 clusters Score -3143930 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3144057.250000 Penalty: 4914.603516
	Iteration 22Q: 3 clusters Score -3144057 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3144178.250000 Penalty: 4914.603516
	Iteration 23Q: 3 clusters Score -3144178 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3144311.750000 Penalty: 4914.603516
	Iteration 24Q: 3 clusters Score -3144312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3144428.250000 Penalty: 4914.603516
	Iteration 25Q: 3 clusters Score -3144428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3144512.250000 Penalty: 4914.603516
	Iteration 26Q: 3 clusters Score -3144512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3144615.500000 Penalty: 4914.603516
	Iteration 27Q: 3 clusters Score -3144616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3144690.750000 Penalty: 4914.603516
	Iteration 28Q: 3 clusters Score -3144691 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3144739.250000 Penalty: 4914.603516
	Iteration 29Q: 3 clusters Score -3144739 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3144787.500000 Penalty: 4914.603516
	Iteration 30Q: 3 clusters Score -3144788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3144812.000000 Penalty: 4914.603516
	Iteration 31Q: 3 clusters Score -3144812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3144845.250000 Penalty: 4914.603516
	Iteration 32Q: 3 clusters Score -3144845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3144882.250000 Penalty: 4914.603516
	Iteration 33Q: 3 clusters Score -3144882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3144903.750000 Penalty: 4914.603516
	Iteration 34Q: 3 clusters Score -3144904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3144918.000000 Penalty: 4914.603516
	Iteration 35Q: 3 clusters Score -3144918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3144932.750000 Penalty: 4914.603516
	Iteration 36Q: 3 clusters Score -3144933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3144949.000000 Penalty: 4914.603516
	Iteration 37Q: 3 clusters Score -3144949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3144961.500000 Penalty: 4914.603516
	Iteration 38Q: 3 clusters Score -3144962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3144976.000000 Penalty: 4914.603516
	Iteration 39Q: 3 clusters Score -3144976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3144981.000000 Penalty: 4914.603516
	Iteration 40F: 3 clusters Score -3144981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3144989.500000 Penalty: 4914.603516
	Iteration 41Q: 3 clusters Score -3144990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3144992.500000 Penalty: 4914.603516
	Iteration 42Q: 3 clusters Score -3144992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3144997.000000 Penalty: 4914.603516
	Iteration 43Q: 3 clusters Score -3144997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3145000.500000 Penalty: 4914.603516
	Iteration 44Q: 3 clusters Score -3145000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3145010.250000 Penalty: 4914.603516
	Iteration 45Q: 3 clusters Score -3145010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3145018.000000 Penalty: 4914.603516
	Iteration 46Q: 3 clusters Score -3145018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3145014.750000 Penalty: 4914.603516
	Iteration 47Q: 3 clusters Score -3145015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3145019.750000 Penalty: 4914.603516
	Iteration 48Q: 3 clusters Score -3145020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3145022.500000 Penalty: 4914.603516
	Iteration 49Q: 3 clusters Score -3145022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3145031.000000 Penalty: 4914.603516
	Iteration 50Q: 3 clusters Score -3145031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3145036.500000 Penalty: 4914.603516
	Iteration 51Q: 3 clusters Score -3145036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3145037.750000 Penalty: 4914.603516
	Iteration 52Q: 3 clusters Score -3145038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3145044.750000 Penalty: 4914.603516
	Iteration 53Q: 3 clusters Score -3145045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3145051.250000 Penalty: 4914.603516
	Iteration 54Q: 3 clusters Score -3145051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3145052.500000 Penalty: 4914.603516
	Iteration 55Q: 3 clusters Score -3145052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3145053.500000 Penalty: 4914.603516
	Iteration 56Q: 3 clusters Score -3145054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3145056.500000 Penalty: 4914.603516
	Iteration 57Q: 3 clusters Score -3145056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3145060.250000 Penalty: 4914.603516
	Iteration 58Q: 3 clusters Score -3145060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3145064.750000 Penalty: 4914.603516
	Iteration 59Q: 3 clusters Score -3145065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3145066.500000 Penalty: 4914.603516
	Iteration 60F: 3 clusters Score -3145066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3145065.250000 Penalty: 4914.603516
	Iteration 61Q: 3 clusters Score -3145065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3145064.750000 Penalty: 4914.603516
	Iteration 62Q: 3 clusters Score -3145065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3145075.500000 Penalty: 4914.603516
	Iteration 63Q: 3 clusters Score -3145076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3145074.250000 Penalty: 4914.603516
	Iteration 64Q: 3 clusters Score -3145074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3145080.250000 Penalty: 4914.603516
	Iteration 65Q: 3 clusters Score -3145080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3145081.250000 Penalty: 4914.603516
	Iteration 66Q: 3 clusters Score -3145081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3145092.500000 Penalty: 4914.603516
	Iteration 67Q: 3 clusters Score -3145092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3145095.000000 Penalty: 4914.603516
	Iteration 68Q: 3 clusters Score -3145095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3145105.500000 Penalty: 4914.603516
	Iteration 69Q: 3 clusters Score -3145106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3145106.250000 Penalty: 4914.603516
	Iteration 70Q: 3 clusters Score -3145106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3145111.250000 Penalty: 4914.603516
	Iteration 71Q: 3 clusters Score -3145111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3145112.250000 Penalty: 4914.603516
	Iteration 72Q: 3 clusters Score -3145112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3145111.000000 Penalty: 4914.603516
	Iteration 73Q: 3 clusters Score -3145111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3145110.500000 Penalty: 4914.603516
	Iteration 74Q: 3 clusters Score -3145110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3145114.000000 Penalty: 4914.603516
	Iteration 75Q: 3 clusters Score -3145114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3145119.250000 Penalty: 4914.603516
	Iteration 76Q: 3 clusters Score -3145119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3145121.000000 Penalty: 4914.603516
	Iteration 77Q: 3 clusters Score -3145121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3145118.750000 Penalty: 4914.603516
	Iteration 78Q: 3 clusters Score -3145119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3145119.750000 Penalty: 4914.603516
	Iteration 79Q: 3 clusters Score -3145120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3145119.750000 Penalty: 4914.603516
	Iteration 80F: 3 clusters Score -3145120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3145119.500000 Penalty: 4914.603516
	Iteration 81Q: 3 clusters Score -3145120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3145122.250000 Penalty: 4914.603516
	Iteration 82Q: 3 clusters Score -3145122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3145125.000000 Penalty: 4914.603516
	Iteration 83Q: 3 clusters Score -3145125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3145126.750000 Penalty: 4914.603516
	Iteration 84Q: 3 clusters Score -3145127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3145126.750000 Penalty: 4914.603516
	Iteration 85F: 3 clusters Score -3145127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Entering Unmasked Estep 
Score: -3293823.250000 Penalty: 2485.241943
	Iteration 0F: 2 clusters Score -3293823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3278250.500000 Penalty: 4970.483887
	Iteration 0F: 3 clusters Score -3278250 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3284673.500000 Penalty: 4970.483887
	Iteration 1F: 3 clusters Score -3284674 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3286580.500000 Penalty: 4970.483887
	Iteration 2F: 3 clusters Score -3286580 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3288703.750000 Penalty: 4970.483887
	Iteration 3F: 3 clusters Score -3288704 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3290578.750000 Penalty: 4970.483887
	Iteration 4F: 3 clusters Score -3290579 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3292125.750000 Penalty: 4970.483887
	Iteration 5F: 3 clusters Score -3292126 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3293331.000000 Penalty: 4970.483887
	Iteration 6F: 3 clusters Score -3293331 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3294244.500000 Penalty: 4970.483887
	Iteration 7F: 3 clusters Score -3294244 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3294982.500000 Penalty: 4970.483887
	Iteration 8Q: 3 clusters Score -3294982 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3295435.750000 Penalty: 4970.483887
	Iteration 9Q: 3 clusters Score -3295436 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3295767.500000 Penalty: 4970.483887
	Iteration 10Q: 3 clusters Score -3295768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3296048.500000 Penalty: 4970.483887
	Iteration 11Q: 3 clusters Score -3296048 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3296258.500000 Penalty: 4970.483887
	Iteration 12Q: 3 clusters Score -3296258 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3296394.250000 Penalty: 4970.483887
	Iteration 13Q: 3 clusters Score -3296394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3296510.000000 Penalty: 4970.483887
	Iteration 14Q: 3 clusters Score -3296510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3296601.750000 Penalty: 4970.483887
	Iteration 15Q: 3 clusters Score -3296602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3296642.000000 Penalty: 4970.483887
	Iteration 16Q: 3 clusters Score -3296642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3296700.500000 Penalty: 4970.483887
	Iteration 17Q: 3 clusters Score -3296700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3296734.500000 Penalty: 4970.483887
	Iteration 18Q: 3 clusters Score -3296734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3296746.250000 Penalty: 4970.483887
	Iteration 19Q: 3 clusters Score -3296746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3296754.750000 Penalty: 4970.483887
	Iteration 20F: 3 clusters Score -3296755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3296765.250000 Penalty: 4970.483887
	Iteration 21Q: 3 clusters Score -3296765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3296766.000000 Penalty: 4970.483887
	Iteration 22Q: 3 clusters Score -3296766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3296784.000000 Penalty: 4970.483887
	Iteration 23Q: 3 clusters Score -3296784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3296796.000000 Penalty: 4970.483887
	Iteration 24Q: 3 clusters Score -3296796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3296798.750000 Penalty: 4970.483887
	Iteration 25Q: 3 clusters Score -3296799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3296818.750000 Penalty: 4970.483887
	Iteration 26Q: 3 clusters Score -3296819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3296820.000000 Penalty: 4970.483887
	Iteration 27Q: 3 clusters Score -3296820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3296823.250000 Penalty: 4970.483887
	Iteration 28Q: 3 clusters Score -3296823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3296829.250000 Penalty: 4970.483887
	Iteration 29Q: 3 clusters Score -3296829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3296834.500000 Penalty: 4970.483887
	Iteration 30Q: 3 clusters Score -3296834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3296833.000000 Penalty: 4970.483887
	Iteration 31Q: 3 clusters Score -3296833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3296825.750000 Penalty: 4970.483887
	Iteration 32Q: 3 clusters Score -3296826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3296833.750000 Penalty: 4970.483887
	Iteration 33Q: 3 clusters Score -3296834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3296827.000000 Penalty: 4970.483887
	Iteration 34Q: 3 clusters Score -3296827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3296829.750000 Penalty: 4970.483887
	Iteration 35Q: 3 clusters Score -3296830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3296836.250000 Penalty: 4970.483887
	Iteration 36Q: 3 clusters Score -3296836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3296829.250000 Penalty: 4970.483887
	Iteration 37Q: 3 clusters Score -3296829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3296827.000000 Penalty: 4970.483887
	Iteration 38Q: 3 clusters Score -3296827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3296827.250000 Penalty: 4970.483887
	Iteration 39Q: 3 clusters Score -3296827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3296827.250000 Penalty: 4970.483887
	Iteration 40F: 3 clusters Score -3296827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3296827.500000 Penalty: 4970.483887
	Iteration 41Q: 3 clusters Score -3296828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3296831.250000 Penalty: 4970.483887
	Iteration 42Q: 3 clusters Score -3296831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3296828.500000 Penalty: 4970.483887
	Iteration 43Q: 3 clusters Score -3296828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3296830.000000 Penalty: 4970.483887
	Iteration 44Q: 3 clusters Score -3296830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3296832.750000 Penalty: 4970.483887
	Iteration 45Q: 3 clusters Score -3296833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3296834.750000 Penalty: 4970.483887
	Iteration 46Q: 3 clusters Score -3296835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3296839.500000 Penalty: 4970.483887
	Iteration 47Q: 3 clusters Score -3296840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3296838.500000 Penalty: 4970.483887
	Iteration 48Q: 3 clusters Score -3296838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3296840.000000 Penalty: 4970.483887
	Iteration 49Q: 3 clusters Score -3296840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3296839.250000 Penalty: 4970.483887
	Iteration 50Q: 3 clusters Score -3296839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3296840.250000 Penalty: 4970.483887
	Iteration 51Q: 3 clusters Score -3296840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3296840.250000 Penalty: 4970.483887
	Iteration 52F: 3 clusters Score -3296840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 1230 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 13792 members 
Entering Unmasked Estep 
Score: -120344712.000000 Penalty: 138152.000000
Splitting cluster 25 changes total score from -120342288.000000 to -120344712.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (11782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Entering Unmasked Estep 
Score: -1755696.000000 Penalty: 2324.833496
	Iteration 0F: 2 clusters Score -1755696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1746901.000000 Penalty: 4649.666992
	Iteration 0F: 3 clusters Score -1746901 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1749608.375000 Penalty: 4649.666992
	Iteration 1F: 3 clusters Score -1749608 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1750092.000000 Penalty: 4649.666992
	Iteration 2F: 3 clusters Score -1750092 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1750585.875000 Penalty: 4649.666992
	Iteration 3F: 3 clusters Score -1750586 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1751048.750000 Penalty: 4649.666992
	Iteration 4F: 3 clusters Score -1751049 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1751498.375000 Penalty: 4649.666992
	Iteration 5F: 3 clusters Score -1751498 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1752015.375000 Penalty: 4649.666992
	Iteration 6F: 3 clusters Score -1752015 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1752588.000000 Penalty: 4649.666992
	Iteration 7F: 3 clusters Score -1752588 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1753108.250000 Penalty: 4649.666992
	Iteration 8F: 3 clusters Score -1753108 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1753543.000000 Penalty: 4649.666992
	Iteration 9F: 3 clusters Score -1753543 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1753869.500000 Penalty: 4649.666992
	Iteration 10Q: 3 clusters Score -1753870 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1754112.750000 Penalty: 4649.666992
	Iteration 11Q: 3 clusters Score -1754113 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1754313.250000 Penalty: 4649.666992
	Iteration 12Q: 3 clusters Score -1754313 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1754487.250000 Penalty: 4649.666992
	Iteration 13Q: 3 clusters Score -1754487 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1754610.250000 Penalty: 4649.666992
	Iteration 14Q: 3 clusters Score -1754610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1754765.750000 Penalty: 4649.666992
	Iteration 15Q: 3 clusters Score -1754766 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1754922.250000 Penalty: 4649.666992
	Iteration 16Q: 3 clusters Score -1754922 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1755115.000000 Penalty: 4649.666992
	Iteration 17Q: 3 clusters Score -1755115 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1755271.125000 Penalty: 4649.666992
	Iteration 18Q: 3 clusters Score -1755271 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1755380.750000 Penalty: 4649.666992
	Iteration 19Q: 3 clusters Score -1755381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1755481.250000 Penalty: 4649.666992
	Iteration 20F: 3 clusters Score -1755481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1755542.250000 Penalty: 4649.666992
	Iteration 21Q: 3 clusters Score -1755542 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1755581.375000 Penalty: 4649.666992
	Iteration 22Q: 3 clusters Score -1755581 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1755607.250000 Penalty: 4649.666992
	Iteration 23Q: 3 clusters Score -1755607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1755628.000000 Penalty: 4649.666992
	Iteration 24Q: 3 clusters Score -1755628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1755642.000000 Penalty: 4649.666992
	Iteration 25Q: 3 clusters Score -1755642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1755651.125000 Penalty: 4649.666992
	Iteration 26Q: 3 clusters Score -1755651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1755651.875000 Penalty: 4649.666992
	Iteration 27Q: 3 clusters Score -1755652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1755656.750000 Penalty: 4649.666992
	Iteration 28Q: 3 clusters Score -1755657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1755655.750000 Penalty: 4649.666992
	Iteration 29Q: 3 clusters Score -1755656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1755658.250000 Penalty: 4649.666992
	Iteration 30Q: 3 clusters Score -1755658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1755657.000000 Penalty: 4649.666992
	Iteration 31Q: 3 clusters Score -1755657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1755658.000000 Penalty: 4649.666992
	Iteration 32Q: 3 clusters Score -1755658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1755657.125000 Penalty: 4649.666992
	Iteration 33Q: 3 clusters Score -1755657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1755657.125000 Penalty: 4649.666992
	Iteration 34F: 3 clusters Score -1755657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -175461.171875 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -175461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -173671.750000 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -173671.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174597.078125 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -174597.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175818.015625 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -175818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -177253.203125 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -177253.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -177910.093750 Penalty: 3528.925537
	Iteration 4F: 3 clusters Score -177910.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178070.671875 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -178070.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -178283.968750 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -178284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178382.625000 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -178382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178421.984375 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -178422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -178445.375000 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -178445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -178471.531250 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -178471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -178489.843750 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -178489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178493.546875 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -178493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178566.000000 Penalty: 3528.925537
	Iteration 13F: 3 clusters Score -178566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179090.890625 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -179090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179421.234375 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -179421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179422.203125 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -179422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179422.203125 Penalty: 3528.925537
	Iteration 17F: 3 clusters Score -179422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 587 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 13792 members 
Mstep: Class 42 contains 978 members 
Entering Unmasked Estep 
Score: -120347064.000000 Penalty: 141521.562500
Splitting cluster 27 changes total score from -120342288.000000 to -120347064.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 28 (66090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Entering Unmasked Estep 
Score: -10290462.000000 Penalty: 2752.495605
	Iteration 0F: 2 clusters Score -1.029046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -10246360.000000 Penalty: 5504.991211
	Iteration 0F: 3 clusters Score -1.024636e+07 nChanged 30902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -10263594.000000 Penalty: 5504.991211
	Iteration 1F: 3 clusters Score -1.026359e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -10264611.000000 Penalty: 5504.991211
	Iteration 2Q: 3 clusters Score -1.026461e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -10266102.000000 Penalty: 5504.991211
	Iteration 3F: 3 clusters Score -1.02661e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -10268472.000000 Penalty: 5504.991211
	Iteration 4F: 3 clusters Score -1.026847e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -10271580.000000 Penalty: 5504.991211
	Iteration 5F: 3 clusters Score -1.027158e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -10274757.000000 Penalty: 5504.991211
	Iteration 6F: 3 clusters Score -1.027476e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -10277382.000000 Penalty: 5504.991211
	Iteration 7F: 3 clusters Score -1.027738e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -10279245.000000 Penalty: 5504.991211
	Iteration 8F: 3 clusters Score -1.027924e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -10280660.000000 Penalty: 5504.991211
	Iteration 9Q: 3 clusters Score -1.028066e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -10281887.000000 Penalty: 5504.991211
	Iteration 10Q: 3 clusters Score -1.028189e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -10283013.000000 Penalty: 5504.991211
	Iteration 11Q: 3 clusters Score -1.028301e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -10284164.000000 Penalty: 5504.991211
	Iteration 12Q: 3 clusters Score -1.028416e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -10285267.000000 Penalty: 5504.991211
	Iteration 13Q: 3 clusters Score -1.028527e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -10286146.000000 Penalty: 5504.991211
	Iteration 14Q: 3 clusters Score -1.028615e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -10286869.000000 Penalty: 5504.991211
	Iteration 15Q: 3 clusters Score -1.028687e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -10287285.000000 Penalty: 5504.991211
	Iteration 16Q: 3 clusters Score -1.028728e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -10287627.000000 Penalty: 5504.991211
	Iteration 17Q: 3 clusters Score -1.028763e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -10287841.000000 Penalty: 5504.991211
	Iteration 18Q: 3 clusters Score -1.028784e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -10287940.000000 Penalty: 5504.991211
	Iteration 19Q: 3 clusters Score -1.028794e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -10288024.000000 Penalty: 5504.991211
	Iteration 20F: 3 clusters Score -1.028802e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -10288085.000000 Penalty: 5504.991211
	Iteration 21Q: 3 clusters Score -1.028808e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -10288123.000000 Penalty: 5504.991211
	Iteration 22Q: 3 clusters Score -1.028812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -10288152.000000 Penalty: 5504.991211
	Iteration 23Q: 3 clusters Score -1.028815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -10288150.000000 Penalty: 5504.991211
	Iteration 24Q: 3 clusters Score -1.028815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -10288185.000000 Penalty: 5504.991211
	Iteration 25Q: 3 clusters Score -1.028818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -10288208.000000 Penalty: 5504.991211
	Iteration 26Q: 3 clusters Score -1.028821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -10288211.000000 Penalty: 5504.991211
	Iteration 27Q: 3 clusters Score -1.028821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -10288215.000000 Penalty: 5504.991211
	Iteration 28Q: 3 clusters Score -1.028822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -10288235.000000 Penalty: 5504.991211
	Iteration 29Q: 3 clusters Score -1.028824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -10288250.000000 Penalty: 5504.991211
	Iteration 30Q: 3 clusters Score -1.028825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -10288260.000000 Penalty: 5504.991211
	Iteration 31Q: 3 clusters Score -1.028826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -10288255.000000 Penalty: 5504.991211
	Iteration 32Q: 3 clusters Score -1.028826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -10288263.000000 Penalty: 5504.991211
	Iteration 33Q: 3 clusters Score -1.028826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -10288257.000000 Penalty: 5504.991211
	Iteration 34Q: 3 clusters Score -1.028826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -10288253.000000 Penalty: 5504.991211
	Iteration 35Q: 3 clusters Score -1.028825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -10288253.000000 Penalty: 5504.991211
	Iteration 36F: 3 clusters Score -1.028825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -70693.195312 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -70693.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69494.578125 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -69494.58 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70305.804688 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -70305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70760.234375 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -70760.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70968.226562 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -70968.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71140.945312 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -71140.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71259.492188 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -71259.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71282.984375 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -71282.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71290.992188 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -71290.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71307.562500 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -71307.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71311.289062 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -71311.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71312.820312 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -71312.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71313.898438 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -71313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71315.195312 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -71315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71328.070312 Penalty: 3162.012207
	Iteration 13F: 3 clusters Score -71328.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71350.781250 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -71350.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71356.960938 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -71356.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71370.648438 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -71370.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71430.148438 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -71430.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71441.718750 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -71441.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71443.890625 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -71443.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71443.890625 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -71443.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 160 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 13792 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 427 members 
Entering Unmasked Estep 
Score: -120345920.000000 Penalty: 144891.109375
Splitting cluster 29 changes total score from -120342288.000000 to -120345920.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -501401.250000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -501401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -497880.437500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -497880.4 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -499053.906250 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -499053.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -499520.250000 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -499520.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -499894.281250 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -499894.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -500210.218750 Penalty: 4042.059326
	Iteration 4F: 3 clusters Score -500210.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -500461.062500 Penalty: 4042.059326
	Iteration 5F: 3 clusters Score -500461.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -500674.875000 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -500674.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -500854.968750 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -500855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -501029.937500 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -501029.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -501220.937500 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -501220.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -501362.687500 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -501362.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -501454.000000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -501454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -501500.218750 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -501500.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -501520.218750 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -501520.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -501532.562500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -501532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -501539.218750 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -501539.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -501550.062500 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -501550.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -501558.093750 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -501558.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -501564.281250 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -501564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -501570.062500 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -501570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -501573.531250 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -501573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -501577.125000 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -501577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -501577.531250 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -501577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -501577.937500 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -501577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -501577.937500 Penalty: 4042.059326
	Iteration 24F: 3 clusters Score -501577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 160 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 13792 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1435 members 
Entering Unmasked Estep 
Score: -120345376.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120342288.000000 to -120345376.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 31 (19997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Entering Unmasked Estep 
Score: -2950355.250000 Penalty: 2456.027588
	Iteration 0F: 2 clusters Score -2950355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2936343.500000 Penalty: 4912.055176
	Iteration 0F: 3 clusters Score -2936344 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2941592.750000 Penalty: 4912.055176
	Iteration 1F: 3 clusters Score -2941593 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2942461.750000 Penalty: 4912.055176
	Iteration 2F: 3 clusters Score -2942462 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2943357.500000 Penalty: 4912.055176
	Iteration 3F: 3 clusters Score -2943358 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2944239.000000 Penalty: 4912.055176
	Iteration 4F: 3 clusters Score -2944239 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2944971.250000 Penalty: 4912.055176
	Iteration 5F: 3 clusters Score -2944971 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2945541.250000 Penalty: 4912.055176
	Iteration 6F: 3 clusters Score -2945541 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2946030.000000 Penalty: 4912.055176
	Iteration 7Q: 3 clusters Score -2946030 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2946406.500000 Penalty: 4912.055176
	Iteration 8Q: 3 clusters Score -2946406 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2946740.750000 Penalty: 4912.055176
	Iteration 9Q: 3 clusters Score -2946741 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2947037.750000 Penalty: 4912.055176
	Iteration 10Q: 3 clusters Score -2947038 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2947281.750000 Penalty: 4912.055176
	Iteration 11Q: 3 clusters Score -2947282 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2947493.000000 Penalty: 4912.055176
	Iteration 12Q: 3 clusters Score -2947493 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2947674.000000 Penalty: 4912.055176
	Iteration 13Q: 3 clusters Score -2947674 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2947813.250000 Penalty: 4912.055176
	Iteration 14Q: 3 clusters Score -2947813 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2947951.250000 Penalty: 4912.055176
	Iteration 15Q: 3 clusters Score -2947951 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2948062.500000 Penalty: 4912.055176
	Iteration 16Q: 3 clusters Score -2948062 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2948155.250000 Penalty: 4912.055176
	Iteration 17Q: 3 clusters Score -2948155 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2948264.500000 Penalty: 4912.055176
	Iteration 18Q: 3 clusters Score -2948264 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2948390.250000 Penalty: 4912.055176
	Iteration 19Q: 3 clusters Score -2948390 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2948538.250000 Penalty: 4912.055176
	Iteration 20F: 3 clusters Score -2948538 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2948709.500000 Penalty: 4912.055176
	Iteration 21Q: 3 clusters Score -2948710 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2948945.750000 Penalty: 4912.055176
	Iteration 22Q: 3 clusters Score -2948946 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2949160.500000 Penalty: 4912.055176
	Iteration 23Q: 3 clusters Score -2949160 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2949407.250000 Penalty: 4912.055176
	Iteration 24Q: 3 clusters Score -2949407 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2949671.500000 Penalty: 4912.055176
	Iteration 25Q: 3 clusters Score -2949672 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2949961.500000 Penalty: 4912.055176
	Iteration 26Q: 3 clusters Score -2949962 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2950288.000000 Penalty: 4912.055176
	Iteration 27Q: 3 clusters Score -2950288 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2950497.750000 Penalty: 4912.055176
	Iteration 28Q: 3 clusters Score -2950498 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2950619.000000 Penalty: 4912.055176
	Iteration 29Q: 3 clusters Score -2950619 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2950689.750000 Penalty: 4912.055176
	Iteration 30Q: 3 clusters Score -2950690 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2950754.000000 Penalty: 4912.055176
	Iteration 31Q: 3 clusters Score -2950754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2950792.750000 Penalty: 4912.055176
	Iteration 32Q: 3 clusters Score -2950793 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2950829.500000 Penalty: 4912.055176
	Iteration 33Q: 3 clusters Score -2950830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2950848.750000 Penalty: 4912.055176
	Iteration 34Q: 3 clusters Score -2950849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2950857.000000 Penalty: 4912.055176
	Iteration 35Q: 3 clusters Score -2950857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2950876.250000 Penalty: 4912.055176
	Iteration 36Q: 3 clusters Score -2950876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2950877.250000 Penalty: 4912.055176
	Iteration 37Q: 3 clusters Score -2950877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2950886.500000 Penalty: 4912.055176
	Iteration 38Q: 3 clusters Score -2950886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2950894.500000 Penalty: 4912.055176
	Iteration 39Q: 3 clusters Score -2950894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2950903.750000 Penalty: 4912.055176
	Iteration 40F: 3 clusters Score -2950904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2950915.500000 Penalty: 4912.055176
	Iteration 41Q: 3 clusters Score -2950916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2950911.500000 Penalty: 4912.055176
	Iteration 42Q: 3 clusters Score -2950912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2950918.000000 Penalty: 4912.055176
	Iteration 43Q: 3 clusters Score -2950918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2950925.500000 Penalty: 4912.055176
	Iteration 44Q: 3 clusters Score -2950926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2950933.500000 Penalty: 4912.055176
	Iteration 45Q: 3 clusters Score -2950934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2950931.750000 Penalty: 4912.055176
	Iteration 46Q: 3 clusters Score -2950932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2950934.000000 Penalty: 4912.055176
	Iteration 47Q: 3 clusters Score -2950934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2950932.000000 Penalty: 4912.055176
	Iteration 48Q: 3 clusters Score -2950932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2950932.250000 Penalty: 4912.055176
	Iteration 49Q: 3 clusters Score -2950932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2950937.000000 Penalty: 4912.055176
	Iteration 50Q: 3 clusters Score -2950937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2950948.000000 Penalty: 4912.055176
	Iteration 51Q: 3 clusters Score -2950948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2950958.250000 Penalty: 4912.055176
	Iteration 52Q: 3 clusters Score -2950958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2950954.500000 Penalty: 4912.055176
	Iteration 53Q: 3 clusters Score -2950954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2950960.750000 Penalty: 4912.055176
	Iteration 54Q: 3 clusters Score -2950961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2950967.500000 Penalty: 4912.055176
	Iteration 55Q: 3 clusters Score -2950968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2950963.750000 Penalty: 4912.055176
	Iteration 56Q: 3 clusters Score -2950964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2950972.750000 Penalty: 4912.055176
	Iteration 57Q: 3 clusters Score -2950973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2950971.250000 Penalty: 4912.055176
	Iteration 58Q: 3 clusters Score -2950971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2950971.250000 Penalty: 4912.055176
	Iteration 59Q: 3 clusters Score -2950971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2950979.000000 Penalty: 4912.055176
	Iteration 60F: 3 clusters Score -2950979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2950984.250000 Penalty: 4912.055176
	Iteration 61Q: 3 clusters Score -2950984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2950984.000000 Penalty: 4912.055176
	Iteration 62Q: 3 clusters Score -2950984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2950984.000000 Penalty: 4912.055176
	Iteration 63Q: 3 clusters Score -2950984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2950985.000000 Penalty: 4912.055176
	Iteration 64Q: 3 clusters Score -2950985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2950985.750000 Penalty: 4912.055176
	Iteration 65Q: 3 clusters Score -2950986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2950985.750000 Penalty: 4912.055176
	Iteration 66Q: 3 clusters Score -2950986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2950981.250000 Penalty: 4912.055176
	Iteration 67Q: 3 clusters Score -2950981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2950979.750000 Penalty: 4912.055176
	Iteration 68Q: 3 clusters Score -2950980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2950978.500000 Penalty: 4912.055176
	Iteration 69Q: 3 clusters Score -2950978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2950982.750000 Penalty: 4912.055176
	Iteration 70Q: 3 clusters Score -2950983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2950983.000000 Penalty: 4912.055176
	Iteration 71Q: 3 clusters Score -2950983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2950980.500000 Penalty: 4912.055176
	Iteration 72Q: 3 clusters Score -2950980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2950984.750000 Penalty: 4912.055176
	Iteration 73Q: 3 clusters Score -2950985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2950985.750000 Penalty: 4912.055176
	Iteration 74Q: 3 clusters Score -2950986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2950982.000000 Penalty: 4912.055176
	Iteration 75Q: 3 clusters Score -2950982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2950981.250000 Penalty: 4912.055176
	Iteration 76Q: 3 clusters Score -2950981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2950981.250000 Penalty: 4912.055176
	Iteration 77Q: 3 clusters Score -2950981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2950983.250000 Penalty: 4912.055176
	Iteration 78Q: 3 clusters Score -2950983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2950983.750000 Penalty: 4912.055176
	Iteration 79Q: 3 clusters Score -2950984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2950985.250000 Penalty: 4912.055176
	Iteration 80F: 3 clusters Score -2950985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2950987.250000 Penalty: 4912.055176
	Iteration 81Q: 3 clusters Score -2950987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2950987.500000 Penalty: 4912.055176
	Iteration 82Q: 3 clusters Score -2950988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2950983.250000 Penalty: 4912.055176
	Iteration 83Q: 3 clusters Score -2950983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2950984.750000 Penalty: 4912.055176
	Iteration 84Q: 3 clusters Score -2950985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2950985.000000 Penalty: 4912.055176
	Iteration 85Q: 3 clusters Score -2950985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2950985.000000 Penalty: 4912.055176
	Iteration 86F: 3 clusters Score -2950985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 160 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 4625 members 
Mstep: Class 32 contains 50776 members 
Mstep: Class 33 contains 37541 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 22047 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 384 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 7730 members 
Mstep: Class 40 contains 707 members 
Mstep: Class 41 contains 13792 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1435 members 
Mstep: Class 45 contains 15372 members 
Entering Unmasked Estep 
Score: -120345264.000000 Penalty: 151630.234375
Splitting cluster 31 changes total score from -120342288.000000 to -120345264.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 32 (50776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Entering Unmasked Estep 
Score: -7863254.500000 Penalty: 2687.124512
	Iteration 0F: 2 clusters Score -7863254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -7829017.000000 Penalty: 5374.249023
	Iteration 0F: 3 clusters Score -7829017 nChanged 23499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -7842182.500000 Penalty: 5374.249023
	Iteration 1F: 3 clusters Score -7842182 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -7843144.000000 Penalty: 5374.249023
	Iteration 2Q: 3 clusters Score -7843144 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -7844325.500000 Penalty: 5374.249023
	Iteration 3F: 3 clusters Score -7844326 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -7845781.500000 Penalty: 5374.249023
	Iteration 4F: 3 clusters Score -7845782 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7847484.500000 Penalty: 5374.249023
	Iteration 5F: 3 clusters Score -7847484 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -7849401.500000 Penalty: 5374.249023
	Iteration 6F: 3 clusters Score -7849402 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -7851224.000000 Penalty: 5374.249023
	Iteration 7F: 3 clusters Score -7851224 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -7852934.000000 Penalty: 5374.249023
	Iteration 8F: 3 clusters Score -7852934 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -7854409.000000 Penalty: 5374.249023
	Iteration 9Q: 3 clusters Score -7854409 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -7855570.000000 Penalty: 5374.249023
	Iteration 10Q: 3 clusters Score -7855570 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -7856538.000000 Penalty: 5374.249023
	Iteration 11Q: 3 clusters Score -7856538 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -7857252.000000 Penalty: 5374.249023
	Iteration 12Q: 3 clusters Score -7857252 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -7857838.500000 Penalty: 5374.249023
	Iteration 13Q: 3 clusters Score -7857838 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -7858287.000000 Penalty: 5374.249023
	Iteration 14Q: 3 clusters Score -7858287 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -7858782.500000 Penalty: 5374.249023
	Iteration 15Q: 3 clusters Score -7858782 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7859208.500000 Penalty: 5374.249023
	Iteration 16Q: 3 clusters Score -7859208 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7859672.000000 Penalty: 5374.249023
	Iteration 17Q: 3 clusters Score -7859672 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7860089.500000 Penalty: 5374.249023
	Iteration 18Q: 3 clusters Score -7860090 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7860535.500000 Penalty: 5374.249023
	Iteration 19Q: 3 clusters Score -7860536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -7860930.000000 Penalty: 5374.249023
	Iteration 20F: 3 clusters Score -7860930 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7861252.000000 Penalty: 5374.249023
	Iteration 21Q: 3 clusters Score -7861252 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7861461.000000 Penalty: 5374.249023
	Iteration 22Q: 3 clusters Score -7861461 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7861600.000000 Penalty: 5374.249023
	Iteration 23Q: 3 clusters Score -7861600 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7861679.000000 Penalty: 5374.249023
	Iteration 24Q: 3 clusters Score -7861679 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7861748.000000 Penalty: 5374.249023
	Iteration 25Q: 3 clusters Score -7861748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7861796.000000 Penalty: 5374.249023
	Iteration 26Q: 3 clusters Score -7861796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7861818.000000 Penalty: 5374.249023
	Iteration 27Q: 3 clusters Score -7861818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7861854.000000 Penalty: 5374.249023
	Iteration 28Q: 3 clusters Score -7861854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7861858.000000 Penalty: 5374.249023
	Iteration 29Q: 3 clusters Score -7861858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7861861.500000 Penalty: 5374.249023
	Iteration 30Q: 3 clusters Score -7861862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7861873.000000 Penalty: 5374.249023
	Iteration 31Q: 3 clusters Score -7861873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7861890.500000 Penalty: 5374.249023
	Iteration 32Q: 3 clusters Score -7861890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7861896.500000 Penalty: 5374.249023
	Iteration 33Q: 3 clusters Score -7861896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7861905.500000 Penalty: 5374.249023
	Iteration 34Q: 3 clusters Score -7861906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7861913.000000 Penalty: 5374.249023
	Iteration 35Q: 3 clusters Score -7861913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7861927.500000 Penalty: 5374.249023
	Iteration 36Q: 3 clusters Score -7861928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7861923.500000 Penalty: 5374.249023
	Iteration 37Q: 3 clusters Score -7861924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7861927.500000 Penalty: 5374.249023
	Iteration 38Q: 3 clusters Score -7861928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7861929.000000 Penalty: 5374.249023
	Iteration 39Q: 3 clusters Score -7861929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7861917.000000 Penalty: 5374.249023
	Iteration 40F: 3 clusters Score -7861917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7861928.000000 Penalty: 5374.249023
	Iteration 41Q: 3 clusters Score -7861928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7861912.500000 Penalty: 5374.249023
	Iteration 42Q: 3 clusters Score -7861912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7861927.500000 Penalty: 5374.249023
	Iteration 43Q: 3 clusters Score -7861928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7861930.000000 Penalty: 5374.249023
	Iteration 44Q: 3 clusters Score -7861930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7861935.500000 Penalty: 5374.249023
	Iteration 45Q: 3 clusters Score -7861936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7861935.000000 Penalty: 5374.249023
	Iteration 46Q: 3 clusters Score -7861935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7861937.500000 Penalty: 5374.249023
	Iteration 47Q: 3 clusters Score -7861938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7861937.500000 Penalty: 5374.249023
	Iteration 48Q: 3 clusters Score -7861938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7861937.000000 Penalty: 5374.249023
	Iteration 49Q: 3 clusters Score -7861937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7861941.000000 Penalty: 5374.249023
	Iteration 50Q: 3 clusters Score -7861941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7861948.500000 Penalty: 5374.249023
	Iteration 51Q: 3 clusters Score -7861948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7861946.500000 Penalty: 5374.249023
	Iteration 52Q: 3 clusters Score -7861946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7861957.500000 Penalty: 5374.249023
	Iteration 53Q: 3 clusters Score -7861958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7861949.000000 Penalty: 5374.249023
	Iteration 54Q: 3 clusters Score -7861949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7861951.000000 Penalty: 5374.249023
	Iteration 55Q: 3 clusters Score -7861951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7861951.000000 Penalty: 5374.249023
	Iteration 56F: 3 clusters Score -7861951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 10423 members 
Mstep: Class 3 contains 65859 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19585 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 122445 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 59073 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 20100 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 66090 members 
Mstep: Class 29 contains 160 members 
Mstep: Class 30 contains 2026 members 
Mstep: Class 31 contains 4625 members 
Mstep: Class 32 contains 50776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352536.000000 Penalty: 151630.234375
Iteration 79Q: 46 clusters Score -1.203525e+08 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 10589 members 
Mstep: Class 3 contains 65755 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 104659 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 18650 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19685 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 46592 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 122618 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 59271 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 1120 members 
Mstep: Class 24 contains 20090 members 
Mstep: Class 25 contains 9569 members 
Mstep: Class 26 contains 11809 members 
Mstep: Class 27 contains 255 members 
Mstep: Class 28 contains 66322 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 2088 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 51053 members 
Mstep: Class 33 contains 36828 members 
Mstep: Class 34 contains 10378 members 
Mstep: Class 35 contains 20433 members 
Mstep: Class 36 contains 4674 members 
Mstep: Class 37 contains 380 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 7669 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 13383 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 1410 members 
Mstep: Class 45 contains 13358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120361384.000000 Penalty: 151630.234375
Iteration 80F: 46 clusters Score -1.203614e+08 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 65315 members 
Mstep: Class 4 contains 3655 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 104891 members 
Mstep: Class 7 contains 649 members 
Mstep: Class 8 contains 17977 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 19615 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 45668 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 4939 members 
Mstep: Class 18 contains 122426 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 22 contains 8485 members 
Mstep: Class 23 contains 1127 members 
Mstep: Class 24 contains 19994 members 
Mstep: Class 25 contains 9686 members 
Mstep: Class 26 contains 11706 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 66045 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 5417 members 
Mstep: Class 32 contains 50342 members 
Mstep: Class 33 contains 37443 members 
Mstep: Class 34 contains 10407 members 
Mstep: Class 35 contains 20122 members 
Mstep: Class 36 contains 4923 members 
Mstep: Class 37 contains 380 members 
Mstep: Class 38 contains 617 members 
Mstep: Class 39 contains 8390 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 14947 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 420 members 
Mstep: Class 44 contains 1499 members 
Mstep: Class 45 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120366392.000000 Penalty: 151630.234375
Iteration 81Q: 46 clusters Score -1.203664e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 12021 members 
Mstep: Class 3 contains 65019 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 104959 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 8 contains 17421 members 
Mstep: Class 9 contains 175 members 
Mstep: Class 10 contains 19573 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 44769 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 122248 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 58455 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 8367 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 19915 members 
Mstep: Class 25 contains 9845 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 65914 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 2044 members 
Mstep: Class 31 contains 5634 members 
Mstep: Class 32 contains 49809 members 
Mstep: Class 33 contains 37719 members 
Mstep: Class 34 contains 10448 members 
Mstep: Class 35 contains 19834 members 
Mstep: Class 36 contains 5040 members 
Mstep: Class 37 contains 380 members 
Mstep: Class 38 contains 659 members 
Mstep: Class 39 contains 8862 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 16233 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 419 members 
Mstep: Class 44 contains 1523 members 
Mstep: Class 45 contains 11892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369568.000000 Penalty: 151630.234375
Iteration 82Q: 46 clusters Score -1.203696e+08 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 3 contains 64798 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 104979 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 19545 members 
Mstep: Class 11 contains 5172 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 43938 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 122114 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 58177 members 
Mstep: Class 21 contains 9794 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 1139 members 
Mstep: Class 24 contains 19853 members 
Mstep: Class 25 contains 9945 members 
Mstep: Class 26 contains 11551 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 65818 members 
Mstep: Class 29 contains 164 members 
Mstep: Class 30 contains 2043 members 
Mstep: Class 31 contains 5792 members 
Mstep: Class 32 contains 49365 members 
Mstep: Class 33 contains 37877 members 
Mstep: Class 34 contains 10487 members 
Mstep: Class 35 contains 19555 members 
Mstep: Class 36 contains 5102 members 
Mstep: Class 37 contains 378 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 9175 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 17359 members 
Mstep: Class 42 contains 978 members 
Mstep: Class 43 contains 421 members 
Mstep: Class 44 contains 1537 members 
Mstep: Class 45 contains 11348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120372568.000000 Penalty: 151630.234375
Iteration 83Q: 46 clusters Score -1.203726e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 13480 members 
Mstep: Class 3 contains 64629 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 6 contains 104974 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 19512 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 43073 members 
Mstep: Class 15 contains 130 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 122015 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 57959 members 
Mstep: Class 21 contains 9804 members 
Mstep: Class 22 contains 8264 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 19792 members 
Mstep: Class 25 contains 10023 members 
Mstep: Class 26 contains 11488 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 65725 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 5927 members 
Mstep: Class 32 contains 48986 members 
Mstep: Class 33 contains 37989 members 
Mstep: Class 34 contains 10520 members 
Mstep: Class 35 contains 19313 members 
Mstep: Class 36 contains 5140 members 
Mstep: Class 37 contains 377 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 9403 members 
Mstep: Class 40 contains 752 members 
Mstep: Class 41 contains 18390 members 
Mstep: Class 42 contains 977 members 
Mstep: Class 43 contains 423 members 
Mstep: Class 44 contains 1532 members 
Mstep: Class 45 contains 10912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374032.000000 Penalty: 151630.234375
Iteration 84Q: 46 clusters Score -1.20374e+08 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 64492 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 6 contains 104959 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 9294 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 128 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 5693 members 
Mstep: Class 18 contains 121876 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 57759 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 8214 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 19748 members 
Mstep: Class 25 contains 10083 members 
Mstep: Class 26 contains 11465 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 65660 members 
Mstep: Class 29 contains 163 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 6037 members 
Mstep: Class 32 contains 48647 members 
Mstep: Class 33 contains 38115 members 
Mstep: Class 34 contains 10554 members 
Mstep: Class 35 contains 19050 members 
Mstep: Class 36 contains 5186 members 
Mstep: Class 37 contains 374 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 9559 members 
Mstep: Class 40 contains 792 members 
Mstep: Class 41 contains 19351 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 424 members 
Mstep: Class 44 contains 1525 members 
Mstep: Class 45 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120376744.000000 Penalty: 151630.234375
Iteration 85Q: 46 clusters Score -1.203767e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 15081 members 
Mstep: Class 3 contains 64363 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 6 contains 104935 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 15775 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19467 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 9373 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 41174 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 5792 members 
Mstep: Class 18 contains 121767 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 57592 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 8179 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 19700 members 
Mstep: Class 25 contains 10147 members 
Mstep: Class 26 contains 11425 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 65627 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 6144 members 
Mstep: Class 32 contains 48338 members 
Mstep: Class 33 contains 38213 members 
Mstep: Class 34 contains 10577 members 
Mstep: Class 35 contains 18821 members 
Mstep: Class 36 contains 5225 members 
Mstep: Class 37 contains 370 members 
Mstep: Class 38 contains 786 members 
Mstep: Class 39 contains 9696 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 20202 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 423 members 
Mstep: Class 44 contains 1531 members 
Mstep: Class 45 contains 10234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378784.000000 Penalty: 151630.234375
Iteration 86Q: 46 clusters Score -1.203788e+08 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 15903 members 
Mstep: Class 3 contains 64282 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 7601 members 
Mstep: Class 6 contains 104921 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 15495 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19448 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 40205 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 121671 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 57417 members 
Mstep: Class 21 contains 9872 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 19657 members 
Mstep: Class 25 contains 10195 members 
Mstep: Class 26 contains 11387 members 
Mstep: Class 27 contains 261 members 
Mstep: Class 28 contains 65604 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 6239 members 
Mstep: Class 32 contains 48046 members 
Mstep: Class 33 contains 38298 members 
Mstep: Class 34 contains 10592 members 
Mstep: Class 35 contains 18601 members 
Mstep: Class 36 contains 5259 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 880 members 
Mstep: Class 41 contains 20995 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1521 members 
Mstep: Class 45 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120380408.000000 Penalty: 151630.234375
Iteration 87Q: 46 clusters Score -1.203804e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 16700 members 
Mstep: Class 3 contains 64211 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 104880 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 15254 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19432 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 9478 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 128 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 121601 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 57253 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 8108 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 19622 members 
Mstep: Class 25 contains 10232 members 
Mstep: Class 26 contains 11381 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65543 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2056 members 
Mstep: Class 31 contains 6326 members 
Mstep: Class 32 contains 47821 members 
Mstep: Class 33 contains 38356 members 
Mstep: Class 34 contains 10607 members 
Mstep: Class 35 contains 18439 members 
Mstep: Class 36 contains 5303 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 826 members 
Mstep: Class 39 contains 9911 members 
Mstep: Class 40 contains 916 members 
Mstep: Class 41 contains 21672 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1511 members 
Mstep: Class 45 contains 9736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381800.000000 Penalty: 151630.234375
Iteration 88Q: 46 clusters Score -1.203818e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 17399 members 
Mstep: Class 3 contains 64152 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 104859 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 15036 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19426 members 
Mstep: Class 11 contains 5889 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 38496 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 121525 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 57101 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 19597 members 
Mstep: Class 25 contains 10259 members 
Mstep: Class 26 contains 11362 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65500 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2074 members 
Mstep: Class 31 contains 6412 members 
Mstep: Class 32 contains 47615 members 
Mstep: Class 33 contains 38401 members 
Mstep: Class 34 contains 10615 members 
Mstep: Class 35 contains 18277 members 
Mstep: Class 36 contains 5334 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 838 members 
Mstep: Class 39 contains 9972 members 
Mstep: Class 40 contains 943 members 
Mstep: Class 41 contains 22282 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1504 members 
Mstep: Class 45 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382600.000000 Penalty: 151630.234375
Iteration 89Q: 46 clusters Score -1.203826e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 64116 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 6 contains 104848 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14818 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19420 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 9518 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 37790 members 
Mstep: Class 15 contains 132 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 6028 members 
Mstep: Class 18 contains 121471 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 56963 members 
Mstep: Class 21 contains 10029 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 19569 members 
Mstep: Class 25 contains 10290 members 
Mstep: Class 26 contains 11331 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65479 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 47442 members 
Mstep: Class 33 contains 38437 members 
Mstep: Class 34 contains 10621 members 
Mstep: Class 35 contains 18129 members 
Mstep: Class 36 contains 5361 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 10023 members 
Mstep: Class 40 contains 973 members 
Mstep: Class 41 contains 22806 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1492 members 
Mstep: Class 45 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120384360.000000 Penalty: 151630.234375
Iteration 90Q: 46 clusters Score -1.203844e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 18495 members 
Mstep: Class 3 contains 64044 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 104811 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14619 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19432 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 9531 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 37227 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 121423 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 56861 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 7992 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19539 members 
Mstep: Class 25 contains 10330 members 
Mstep: Class 26 contains 11290 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65453 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2072 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 47303 members 
Mstep: Class 33 contains 38474 members 
Mstep: Class 34 contains 10627 members 
Mstep: Class 35 contains 17996 members 
Mstep: Class 36 contains 5384 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 864 members 
Mstep: Class 39 contains 10053 members 
Mstep: Class 40 contains 993 members 
Mstep: Class 41 contains 23274 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1491 members 
Mstep: Class 45 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120385728.000000 Penalty: 151630.234375
Iteration 91Q: 46 clusters Score -1.203857e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 18891 members 
Mstep: Class 3 contains 63992 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 104770 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19443 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 36744 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 121350 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 56764 members 
Mstep: Class 21 contains 10220 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19518 members 
Mstep: Class 25 contains 10385 members 
Mstep: Class 26 contains 11237 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65416 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 6650 members 
Mstep: Class 32 contains 47168 members 
Mstep: Class 33 contains 38529 members 
Mstep: Class 34 contains 10633 members 
Mstep: Class 35 contains 17849 members 
Mstep: Class 36 contains 5413 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 10085 members 
Mstep: Class 40 contains 1006 members 
Mstep: Class 41 contains 23701 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1484 members 
Mstep: Class 45 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386224.000000 Penalty: 151630.234375
Iteration 92Q: 46 clusters Score -1.203862e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19151 members 
Mstep: Class 3 contains 63943 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 104733 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14319 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19451 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 121294 members 
Mstep: Class 19 contains 5329 members 
Mstep: Class 20 contains 56680 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19498 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 11182 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65384 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 47041 members 
Mstep: Class 33 contains 38588 members 
Mstep: Class 34 contains 10639 members 
Mstep: Class 35 contains 17706 members 
Mstep: Class 36 contains 5431 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 909 members 
Mstep: Class 39 contains 10107 members 
Mstep: Class 40 contains 1019 members 
Mstep: Class 41 contains 24071 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 425 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 9015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387104.000000 Penalty: 151630.234375
Iteration 93Q: 46 clusters Score -1.203871e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 19368 members 
Mstep: Class 3 contains 63876 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 104688 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14199 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19458 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 121230 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 56604 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 7877 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19477 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 11142 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65355 members 
Mstep: Class 29 contains 165 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 6801 members 
Mstep: Class 32 contains 46908 members 
Mstep: Class 33 contains 38639 members 
Mstep: Class 34 contains 10645 members 
Mstep: Class 35 contains 17579 members 
Mstep: Class 36 contains 5445 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 919 members 
Mstep: Class 39 contains 10136 members 
Mstep: Class 40 contains 1029 members 
Mstep: Class 41 contains 24413 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 8924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387536.000000 Penalty: 151630.234375
Iteration 94Q: 46 clusters Score -1.203875e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 19510 members 
Mstep: Class 3 contains 63836 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 104673 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 14084 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19464 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 36007 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 121177 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 56543 members 
Mstep: Class 21 contains 10460 members 
Mstep: Class 22 contains 7840 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 11095 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65335 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2061 members 
Mstep: Class 31 contains 6880 members 
Mstep: Class 32 contains 46782 members 
Mstep: Class 33 contains 38661 members 
Mstep: Class 34 contains 10649 members 
Mstep: Class 35 contains 17398 members 
Mstep: Class 36 contains 5444 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 928 members 
Mstep: Class 39 contains 10151 members 
Mstep: Class 40 contains 1032 members 
Mstep: Class 41 contains 24730 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1475 members 
Mstep: Class 45 contains 8820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387736.000000 Penalty: 151630.234375
Iteration 95Q: 46 clusters Score -1.203877e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 19602 members 
Mstep: Class 3 contains 63820 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 104638 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13959 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19471 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 9747 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 35884 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 121153 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 56520 members 
Mstep: Class 21 contains 10543 members 
Mstep: Class 22 contains 7795 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19455 members 
Mstep: Class 25 contains 10574 members 
Mstep: Class 26 contains 11024 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65309 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 6944 members 
Mstep: Class 32 contains 46675 members 
Mstep: Class 33 contains 38688 members 
Mstep: Class 34 contains 10657 members 
Mstep: Class 35 contains 17254 members 
Mstep: Class 36 contains 5458 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 937 members 
Mstep: Class 39 contains 10165 members 
Mstep: Class 40 contains 1036 members 
Mstep: Class 41 contains 25008 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387872.000000 Penalty: 151630.234375
Iteration 96Q: 46 clusters Score -1.203879e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 19664 members 
Mstep: Class 3 contains 63797 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 104608 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13861 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19480 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 9810 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 35776 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 121106 members 
Mstep: Class 19 contains 5721 members 
Mstep: Class 20 contains 56490 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 7775 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 10620 members 
Mstep: Class 26 contains 10943 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65305 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 7002 members 
Mstep: Class 32 contains 46582 members 
Mstep: Class 33 contains 38702 members 
Mstep: Class 34 contains 10659 members 
Mstep: Class 35 contains 17125 members 
Mstep: Class 36 contains 5479 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 946 members 
Mstep: Class 39 contains 10184 members 
Mstep: Class 40 contains 1044 members 
Mstep: Class 41 contains 25250 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1481 members 
Mstep: Class 45 contains 8658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387560.000000 Penalty: 151630.234375
Iteration 97Q: 46 clusters Score -1.203876e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 19723 members 
Mstep: Class 3 contains 63770 members 
Mstep: Class 4 contains 3519 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 104580 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13775 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19492 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 9845 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 35697 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 6184 members 
Mstep: Class 18 contains 121076 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 56455 members 
Mstep: Class 21 contains 10634 members 
Mstep: Class 22 contains 7764 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 19432 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10876 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65281 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 7069 members 
Mstep: Class 32 contains 46508 members 
Mstep: Class 33 contains 38716 members 
Mstep: Class 34 contains 10660 members 
Mstep: Class 35 contains 17027 members 
Mstep: Class 36 contains 5493 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 953 members 
Mstep: Class 39 contains 10181 members 
Mstep: Class 40 contains 1056 members 
Mstep: Class 41 contains 25476 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1476 members 
Mstep: Class 45 contains 8578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388072.000000 Penalty: 151630.234375
Iteration 98Q: 46 clusters Score -1.203881e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 19763 members 
Mstep: Class 3 contains 63731 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 104538 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13708 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19499 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 35624 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 121062 members 
Mstep: Class 19 contains 5841 members 
Mstep: Class 20 contains 56452 members 
Mstep: Class 21 contains 10673 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 10653 members 
Mstep: Class 26 contains 10806 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65256 members 
Mstep: Class 29 contains 166 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 7145 members 
Mstep: Class 32 contains 46443 members 
Mstep: Class 33 contains 38731 members 
Mstep: Class 34 contains 10661 members 
Mstep: Class 35 contains 16952 members 
Mstep: Class 36 contains 5506 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 964 members 
Mstep: Class 39 contains 10187 members 
Mstep: Class 40 contains 1057 members 
Mstep: Class 41 contains 25643 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388504.000000 Penalty: 151630.234375
Iteration 99Q: 46 clusters Score -1.203885e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 19775 members 
Mstep: Class 3 contains 63696 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 7445 members 
Mstep: Class 6 contains 104519 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13635 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 35562 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 121057 members 
Mstep: Class 19 contains 5883 members 
Mstep: Class 20 contains 56447 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 19408 members 
Mstep: Class 25 contains 10673 members 
Mstep: Class 26 contains 10750 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 65250 members 
Mstep: Class 29 contains 167 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 7216 members 
Mstep: Class 32 contains 46366 members 
Mstep: Class 33 contains 38730 members 
Mstep: Class 34 contains 10661 members 
Mstep: Class 35 contains 16879 members 
Mstep: Class 36 contains 5527 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 967 members 
Mstep: Class 39 contains 10191 members 
Mstep: Class 40 contains 1058 members 
Mstep: Class 41 contains 25806 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1475 members 
Mstep: Class 45 contains 8439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389456.000000 Penalty: 151630.234375
Iteration 100F: 46 clusters Score -1.203895e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 20179 members 
Mstep: Class 3 contains 63658 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 104474 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13566 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 35110 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 121043 members 
Mstep: Class 19 contains 5944 members 
Mstep: Class 20 contains 56454 members 
Mstep: Class 21 contains 10730 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 19401 members 
Mstep: Class 25 contains 10686 members 
Mstep: Class 26 contains 10673 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 65238 members 
Mstep: Class 29 contains 171 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 7307 members 
Mstep: Class 32 contains 46298 members 
Mstep: Class 33 contains 38729 members 
Mstep: Class 34 contains 10662 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 5548 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 971 members 
Mstep: Class 39 contains 10203 members 
Mstep: Class 40 contains 1062 members 
Mstep: Class 41 contains 25943 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390152.000000 Penalty: 151630.234375
Iteration 101Q: 46 clusters Score -1.203902e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 20491 members 
Mstep: Class 3 contains 63636 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 104438 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13487 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 9987 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 34729 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 121016 members 
Mstep: Class 19 contains 5989 members 
Mstep: Class 20 contains 56454 members 
Mstep: Class 21 contains 10756 members 
Mstep: Class 22 contains 7706 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 19395 members 
Mstep: Class 25 contains 10707 members 
Mstep: Class 26 contains 10605 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 65227 members 
Mstep: Class 29 contains 175 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 7376 members 
Mstep: Class 32 contains 46244 members 
Mstep: Class 33 contains 38727 members 
Mstep: Class 34 contains 10660 members 
Mstep: Class 35 contains 16791 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 971 members 
Mstep: Class 39 contains 10204 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 26081 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390432.000000 Penalty: 151630.234375
Iteration 102Q: 46 clusters Score -1.203904e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 20711 members 
Mstep: Class 3 contains 63599 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 104395 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13418 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19518 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 10027 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 34436 members 
Mstep: Class 15 contains 137 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 120993 members 
Mstep: Class 19 contains 6039 members 
Mstep: Class 20 contains 56457 members 
Mstep: Class 21 contains 10782 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 19389 members 
Mstep: Class 25 contains 10713 members 
Mstep: Class 26 contains 10536 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 65223 members 
Mstep: Class 29 contains 176 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 7464 members 
Mstep: Class 32 contains 46188 members 
Mstep: Class 33 contains 38726 members 
Mstep: Class 34 contains 10659 members 
Mstep: Class 35 contains 16757 members 
Mstep: Class 36 contains 5591 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 970 members 
Mstep: Class 39 contains 10215 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 26217 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390784.000000 Penalty: 151630.234375
Iteration 103Q: 46 clusters Score -1.203908e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 20861 members 
Mstep: Class 3 contains 63571 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 104359 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13350 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19523 members 
Mstep: Class 11 contains 7110 members 
Mstep: Class 12 contains 10071 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 34189 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 120972 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 56463 members 
Mstep: Class 21 contains 10800 members 
Mstep: Class 22 contains 7673 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 19389 members 
Mstep: Class 25 contains 10713 members 
Mstep: Class 26 contains 10477 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65238 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 7543 members 
Mstep: Class 32 contains 46123 members 
Mstep: Class 33 contains 38725 members 
Mstep: Class 34 contains 10657 members 
Mstep: Class 35 contains 16717 members 
Mstep: Class 36 contains 5616 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 973 members 
Mstep: Class 39 contains 10210 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 26343 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1469 members 
Mstep: Class 45 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391192.000000 Penalty: 151630.234375
Iteration 104Q: 46 clusters Score -1.203912e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 20991 members 
Mstep: Class 3 contains 63547 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 104313 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13284 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19526 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33999 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120967 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 20 contains 56459 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19386 members 
Mstep: Class 25 contains 10730 members 
Mstep: Class 26 contains 10431 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65252 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 46059 members 
Mstep: Class 33 contains 38714 members 
Mstep: Class 34 contains 10656 members 
Mstep: Class 35 contains 16686 members 
Mstep: Class 36 contains 5628 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 979 members 
Mstep: Class 39 contains 10207 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 26472 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391232.000000 Penalty: 151630.234375
Iteration 105Q: 46 clusters Score -1.203912e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 21046 members 
Mstep: Class 3 contains 63522 members 
Mstep: Class 4 contains 3546 members 
Mstep: Class 5 contains 7390 members 
Mstep: Class 6 contains 104303 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13227 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19536 members 
Mstep: Class 11 contains 7231 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 33868 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 120970 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 56458 members 
Mstep: Class 21 contains 10832 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19382 members 
Mstep: Class 25 contains 10746 members 
Mstep: Class 26 contains 10366 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65263 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2057 members 
Mstep: Class 31 contains 7679 members 
Mstep: Class 32 contains 46003 members 
Mstep: Class 33 contains 38719 members 
Mstep: Class 34 contains 10655 members 
Mstep: Class 35 contains 16662 members 
Mstep: Class 36 contains 5632 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 988 members 
Mstep: Class 39 contains 10218 members 
Mstep: Class 40 contains 1156 members 
Mstep: Class 41 contains 26555 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1459 members 
Mstep: Class 45 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391600.000000 Penalty: 151630.234375
Iteration 106Q: 46 clusters Score -1.203916e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 21104 members 
Mstep: Class 3 contains 63518 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 104261 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13184 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19538 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 10180 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 33758 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 120983 members 
Mstep: Class 19 contains 6154 members 
Mstep: Class 20 contains 56455 members 
Mstep: Class 21 contains 10849 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19370 members 
Mstep: Class 25 contains 10743 members 
Mstep: Class 26 contains 10302 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65242 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2053 members 
Mstep: Class 31 contains 7745 members 
Mstep: Class 32 contains 45971 members 
Mstep: Class 33 contains 38729 members 
Mstep: Class 34 contains 10657 members 
Mstep: Class 35 contains 16651 members 
Mstep: Class 36 contains 5634 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 994 members 
Mstep: Class 39 contains 10232 members 
Mstep: Class 40 contains 1159 members 
Mstep: Class 41 contains 26631 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1459 members 
Mstep: Class 45 contains 8221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392008.000000 Penalty: 151630.234375
Iteration 107Q: 46 clusters Score -1.20392e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21165 members 
Mstep: Class 3 contains 63514 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 104192 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19544 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 10225 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33668 members 
Mstep: Class 15 contains 138 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 120968 members 
Mstep: Class 19 contains 6178 members 
Mstep: Class 20 contains 56464 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19376 members 
Mstep: Class 25 contains 10741 members 
Mstep: Class 26 contains 10236 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65248 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2048 members 
Mstep: Class 31 contains 7820 members 
Mstep: Class 32 contains 45948 members 
Mstep: Class 33 contains 38724 members 
Mstep: Class 34 contains 10657 members 
Mstep: Class 35 contains 16643 members 
Mstep: Class 36 contains 5629 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 998 members 
Mstep: Class 39 contains 10245 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 26688 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1460 members 
Mstep: Class 45 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392008.000000 Penalty: 151630.234375
Iteration 108Q: 46 clusters Score -1.20392e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21215 members 
Mstep: Class 3 contains 63502 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 104137 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 13094 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19560 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 10260 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33598 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 18 contains 120945 members 
Mstep: Class 19 contains 6191 members 
Mstep: Class 20 contains 56471 members 
Mstep: Class 21 contains 10864 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 19369 members 
Mstep: Class 25 contains 10750 members 
Mstep: Class 26 contains 10195 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65255 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 7882 members 
Mstep: Class 32 contains 45919 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10655 members 
Mstep: Class 35 contains 16643 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 999 members 
Mstep: Class 39 contains 10260 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 26735 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392240.000000 Penalty: 151630.234375
Iteration 109Q: 46 clusters Score -1.203922e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 63491 members 
Mstep: Class 4 contains 3559 members 
Mstep: Class 5 contains 7337 members 
Mstep: Class 6 contains 104111 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 13053 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19572 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33526 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 120949 members 
Mstep: Class 19 contains 6209 members 
Mstep: Class 20 contains 56480 members 
Mstep: Class 21 contains 10877 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19367 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 10140 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65263 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 7919 members 
Mstep: Class 32 contains 45897 members 
Mstep: Class 33 contains 38728 members 
Mstep: Class 34 contains 10654 members 
Mstep: Class 35 contains 16626 members 
Mstep: Class 36 contains 5624 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1001 members 
Mstep: Class 39 contains 10279 members 
Mstep: Class 40 contains 1181 members 
Mstep: Class 41 contains 26775 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1459 members 
Mstep: Class 45 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392344.000000 Penalty: 151630.234375
Iteration 110Q: 46 clusters Score -1.203923e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21263 members 
Mstep: Class 3 contains 63507 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 7326 members 
Mstep: Class 6 contains 104091 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 13007 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33472 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 120914 members 
Mstep: Class 19 contains 6230 members 
Mstep: Class 20 contains 56488 members 
Mstep: Class 21 contains 10881 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 19370 members 
Mstep: Class 25 contains 10752 members 
Mstep: Class 26 contains 10102 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65270 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2044 members 
Mstep: Class 31 contains 7944 members 
Mstep: Class 32 contains 45878 members 
Mstep: Class 33 contains 38737 members 
Mstep: Class 34 contains 10654 members 
Mstep: Class 35 contains 16622 members 
Mstep: Class 36 contains 5626 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1003 members 
Mstep: Class 39 contains 10280 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 26814 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1456 members 
Mstep: Class 45 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392544.000000 Penalty: 151630.234375
Iteration 111Q: 46 clusters Score -1.203925e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21279 members 
Mstep: Class 3 contains 63510 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 7310 members 
Mstep: Class 6 contains 104075 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12967 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19592 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33416 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 120898 members 
Mstep: Class 19 contains 6251 members 
Mstep: Class 20 contains 56482 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19370 members 
Mstep: Class 25 contains 10748 members 
Mstep: Class 26 contains 10040 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65268 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 7955 members 
Mstep: Class 32 contains 45859 members 
Mstep: Class 33 contains 38732 members 
Mstep: Class 34 contains 10654 members 
Mstep: Class 35 contains 16634 members 
Mstep: Class 36 contains 5621 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10300 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 26858 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1457 members 
Mstep: Class 45 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392688.000000 Penalty: 151630.234375
Iteration 112Q: 46 clusters Score -1.203927e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21296 members 
Mstep: Class 3 contains 63516 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 104062 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12931 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19600 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 10432 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33377 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 120895 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 56488 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19364 members 
Mstep: Class 25 contains 10740 members 
Mstep: Class 26 contains 9979 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65274 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 7967 members 
Mstep: Class 32 contains 45846 members 
Mstep: Class 33 contains 38723 members 
Mstep: Class 34 contains 10652 members 
Mstep: Class 35 contains 16626 members 
Mstep: Class 36 contains 5624 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10310 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 26886 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1456 members 
Mstep: Class 45 contains 8114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392888.000000 Penalty: 151630.234375
Iteration 113Q: 46 clusters Score -1.203929e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21323 members 
Mstep: Class 3 contains 63531 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 7277 members 
Mstep: Class 6 contains 104042 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12896 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19611 members 
Mstep: Class 11 contains 7561 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 120863 members 
Mstep: Class 19 contains 6285 members 
Mstep: Class 20 contains 56495 members 
Mstep: Class 21 contains 10944 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19353 members 
Mstep: Class 25 contains 10732 members 
Mstep: Class 26 contains 9949 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65272 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 7981 members 
Mstep: Class 32 contains 45837 members 
Mstep: Class 33 contains 38719 members 
Mstep: Class 34 contains 10652 members 
Mstep: Class 35 contains 16612 members 
Mstep: Class 36 contains 5628 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10312 members 
Mstep: Class 40 contains 1188 members 
Mstep: Class 41 contains 26929 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1458 members 
Mstep: Class 45 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392744.000000 Penalty: 151630.234375
Iteration 114Q: 46 clusters Score -1.203927e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21346 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 7258 members 
Mstep: Class 6 contains 104025 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 33300 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 120833 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 56498 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19348 members 
Mstep: Class 25 contains 10731 members 
Mstep: Class 26 contains 9904 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65273 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 7990 members 
Mstep: Class 32 contains 45831 members 
Mstep: Class 33 contains 38721 members 
Mstep: Class 34 contains 10652 members 
Mstep: Class 35 contains 16600 members 
Mstep: Class 36 contains 5624 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10316 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 26968 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1460 members 
Mstep: Class 45 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392672.000000 Penalty: 151630.234375
Iteration 115Q: 46 clusters Score -1.203927e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21369 members 
Mstep: Class 3 contains 63530 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 104012 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12835 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19626 members 
Mstep: Class 11 contains 7610 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33260 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 6234 members 
Mstep: Class 18 contains 120792 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 56508 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19337 members 
Mstep: Class 25 contains 10733 members 
Mstep: Class 26 contains 9905 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65277 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 7992 members 
Mstep: Class 32 contains 45821 members 
Mstep: Class 33 contains 38726 members 
Mstep: Class 34 contains 10651 members 
Mstep: Class 35 contains 16587 members 
Mstep: Class 36 contains 5625 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10324 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 27002 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1462 members 
Mstep: Class 45 contains 8130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392592.000000 Penalty: 151630.234375
Iteration 116Q: 46 clusters Score -1.203926e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21388 members 
Mstep: Class 3 contains 63528 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 6 contains 104009 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12808 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19633 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33231 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6234 members 
Mstep: Class 18 contains 120757 members 
Mstep: Class 19 contains 6315 members 
Mstep: Class 20 contains 56517 members 
Mstep: Class 21 contains 10942 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19321 members 
Mstep: Class 25 contains 10730 members 
Mstep: Class 26 contains 9891 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65278 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 7994 members 
Mstep: Class 32 contains 45820 members 
Mstep: Class 33 contains 38724 members 
Mstep: Class 34 contains 10649 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 5623 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10325 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 27044 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392680.000000 Penalty: 151630.234375
Iteration 117Q: 46 clusters Score -1.203927e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21397 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 104009 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 7632 members 
Mstep: Class 12 contains 10657 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33212 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 120725 members 
Mstep: Class 19 contains 6319 members 
Mstep: Class 20 contains 56523 members 
Mstep: Class 21 contains 10938 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19304 members 
Mstep: Class 25 contains 10722 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7995 members 
Mstep: Class 32 contains 45811 members 
Mstep: Class 33 contains 38720 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 5628 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10330 members 
Mstep: Class 40 contains 1199 members 
Mstep: Class 41 contains 27093 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1465 members 
Mstep: Class 45 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392816.000000 Penalty: 151630.234375
Iteration 118Q: 46 clusters Score -1.203928e+08 nChanged 522
Entering ConstructFrom: 
Score: -120392816.000000 Penalty: 151630.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Entering Unmasked Estep 
Score: -2296089.500000 Penalty: 2378.661377
	Iteration 0F: 2 clusters Score -2296090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2285551.750000 Penalty: 4757.322754
	Iteration 0F: 3 clusters Score -2285552 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2289042.750000 Penalty: 4757.322754
	Iteration 1F: 3 clusters Score -2289043 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2289711.250000 Penalty: 4757.322754
	Iteration 2F: 3 clusters Score -2289711 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2290638.250000 Penalty: 4757.322754
	Iteration 3F: 3 clusters Score -2290638 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2291730.500000 Penalty: 4757.322754
	Iteration 4F: 3 clusters Score -2291730 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2292707.750000 Penalty: 4757.322754
	Iteration 5F: 3 clusters Score -2292708 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2293387.250000 Penalty: 4757.322754
	Iteration 6F: 3 clusters Score -2293387 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2293773.750000 Penalty: 4757.322754
	Iteration 7Q: 3 clusters Score -2293774 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2293951.500000 Penalty: 4757.322754
	Iteration 8Q: 3 clusters Score -2293952 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2294062.500000 Penalty: 4757.322754
	Iteration 9Q: 3 clusters Score -2294062 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2294134.500000 Penalty: 4757.322754
	Iteration 10Q: 3 clusters Score -2294134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2294182.000000 Penalty: 4757.322754
	Iteration 11Q: 3 clusters Score -2294182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2294217.250000 Penalty: 4757.322754
	Iteration 12Q: 3 clusters Score -2294217 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2294244.000000 Penalty: 4757.322754
	Iteration 13Q: 3 clusters Score -2294244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2294265.250000 Penalty: 4757.322754
	Iteration 14Q: 3 clusters Score -2294265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2294273.750000 Penalty: 4757.322754
	Iteration 15Q: 3 clusters Score -2294274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2294290.500000 Penalty: 4757.322754
	Iteration 16Q: 3 clusters Score -2294290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2294303.750000 Penalty: 4757.322754
	Iteration 17Q: 3 clusters Score -2294304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2294312.250000 Penalty: 4757.322754
	Iteration 18Q: 3 clusters Score -2294312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2294316.750000 Penalty: 4757.322754
	Iteration 19Q: 3 clusters Score -2294317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2294327.500000 Penalty: 4757.322754
	Iteration 20F: 3 clusters Score -2294328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2294341.000000 Penalty: 4757.322754
	Iteration 21Q: 3 clusters Score -2294341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2294347.750000 Penalty: 4757.322754
	Iteration 22Q: 3 clusters Score -2294348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2294357.250000 Penalty: 4757.322754
	Iteration 23Q: 3 clusters Score -2294357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2294369.750000 Penalty: 4757.322754
	Iteration 24Q: 3 clusters Score -2294370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2294383.000000 Penalty: 4757.322754
	Iteration 25Q: 3 clusters Score -2294383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2294392.000000 Penalty: 4757.322754
	Iteration 26Q: 3 clusters Score -2294392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2294395.250000 Penalty: 4757.322754
	Iteration 27Q: 3 clusters Score -2294395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2294400.500000 Penalty: 4757.322754
	Iteration 28Q: 3 clusters Score -2294400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2294400.000000 Penalty: 4757.322754
	Iteration 29Q: 3 clusters Score -2294400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2294400.750000 Penalty: 4757.322754
	Iteration 30Q: 3 clusters Score -2294401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2294409.500000 Penalty: 4757.322754
	Iteration 31Q: 3 clusters Score -2294410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2294411.000000 Penalty: 4757.322754
	Iteration 32Q: 3 clusters Score -2294411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2294423.000000 Penalty: 4757.322754
	Iteration 33Q: 3 clusters Score -2294423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2294422.750000 Penalty: 4757.322754
	Iteration 34Q: 3 clusters Score -2294423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2294436.500000 Penalty: 4757.322754
	Iteration 35Q: 3 clusters Score -2294436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2294443.250000 Penalty: 4757.322754
	Iteration 36Q: 3 clusters Score -2294443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2294448.750000 Penalty: 4757.322754
	Iteration 37Q: 3 clusters Score -2294449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2294452.000000 Penalty: 4757.322754
	Iteration 38Q: 3 clusters Score -2294452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2294460.250000 Penalty: 4757.322754
	Iteration 39Q: 3 clusters Score -2294460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2294466.750000 Penalty: 4757.322754
	Iteration 40F: 3 clusters Score -2294467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2294470.500000 Penalty: 4757.322754
	Iteration 41Q: 3 clusters Score -2294470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2294468.000000 Penalty: 4757.322754
	Iteration 42Q: 3 clusters Score -2294468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2294475.500000 Penalty: 4757.322754
	Iteration 43Q: 3 clusters Score -2294476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2294472.250000 Penalty: 4757.322754
	Iteration 44Q: 3 clusters Score -2294472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2294477.000000 Penalty: 4757.322754
	Iteration 45Q: 3 clusters Score -2294477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2294478.000000 Penalty: 4757.322754
	Iteration 46Q: 3 clusters Score -2294478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2294479.000000 Penalty: 4757.322754
	Iteration 47Q: 3 clusters Score -2294479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2294477.750000 Penalty: 4757.322754
	Iteration 48Q: 3 clusters Score -2294478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2294477.750000 Penalty: 4757.322754
	Iteration 49F: 3 clusters Score -2294478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Entering Unmasked Estep 
Score: -3329178.500000 Penalty: 2472.936768
	Iteration 0F: 2 clusters Score -3329178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3314227.000000 Penalty: 4945.873535
	Iteration 0F: 3 clusters Score -3314227 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3319309.750000 Penalty: 4945.873535
	Iteration 1F: 3 clusters Score -3319310 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3319821.250000 Penalty: 4945.873535
	Iteration 2F: 3 clusters Score -3319821 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3320302.500000 Penalty: 4945.873535
	Iteration 3F: 3 clusters Score -3320302 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3320842.250000 Penalty: 4945.873535
	Iteration 4F: 3 clusters Score -3320842 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3321420.250000 Penalty: 4945.873535
	Iteration 5F: 3 clusters Score -3321420 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3322108.500000 Penalty: 4945.873535
	Iteration 6F: 3 clusters Score -3322108 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3322851.750000 Penalty: 4945.873535
	Iteration 7F: 3 clusters Score -3322852 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3323531.250000 Penalty: 4945.873535
	Iteration 8F: 3 clusters Score -3323531 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3324136.750000 Penalty: 4945.873535
	Iteration 9Q: 3 clusters Score -3324137 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3324577.500000 Penalty: 4945.873535
	Iteration 10Q: 3 clusters Score -3324578 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3324984.500000 Penalty: 4945.873535
	Iteration 11Q: 3 clusters Score -3324984 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3325349.250000 Penalty: 4945.873535
	Iteration 12Q: 3 clusters Score -3325349 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3325678.250000 Penalty: 4945.873535
	Iteration 13Q: 3 clusters Score -3325678 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3325936.750000 Penalty: 4945.873535
	Iteration 14Q: 3 clusters Score -3325937 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3326188.250000 Penalty: 4945.873535
	Iteration 15Q: 3 clusters Score -3326188 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3326388.250000 Penalty: 4945.873535
	Iteration 16Q: 3 clusters Score -3326388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3326542.500000 Penalty: 4945.873535
	Iteration 17Q: 3 clusters Score -3326542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3326700.500000 Penalty: 4945.873535
	Iteration 18Q: 3 clusters Score -3326700 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3326821.750000 Penalty: 4945.873535
	Iteration 19Q: 3 clusters Score -3326822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3326918.250000 Penalty: 4945.873535
	Iteration 20F: 3 clusters Score -3326918 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3326990.500000 Penalty: 4945.873535
	Iteration 21Q: 3 clusters Score -3326990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3327040.000000 Penalty: 4945.873535
	Iteration 22Q: 3 clusters Score -3327040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3327074.500000 Penalty: 4945.873535
	Iteration 23Q: 3 clusters Score -3327074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3327095.000000 Penalty: 4945.873535
	Iteration 24Q: 3 clusters Score -3327095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3327113.250000 Penalty: 4945.873535
	Iteration 25Q: 3 clusters Score -3327113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3327124.750000 Penalty: 4945.873535
	Iteration 26Q: 3 clusters Score -3327125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3327136.500000 Penalty: 4945.873535
	Iteration 27Q: 3 clusters Score -3327136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3327156.250000 Penalty: 4945.873535
	Iteration 28Q: 3 clusters Score -3327156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3327165.750000 Penalty: 4945.873535
	Iteration 29Q: 3 clusters Score -3327166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3327177.500000 Penalty: 4945.873535
	Iteration 30Q: 3 clusters Score -3327178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3327184.500000 Penalty: 4945.873535
	Iteration 31Q: 3 clusters Score -3327184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3327182.000000 Penalty: 4945.873535
	Iteration 32Q: 3 clusters Score -3327182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3327187.750000 Penalty: 4945.873535
	Iteration 33Q: 3 clusters Score -3327188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3327192.000000 Penalty: 4945.873535
	Iteration 34Q: 3 clusters Score -3327192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3327199.000000 Penalty: 4945.873535
	Iteration 35Q: 3 clusters Score -3327199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3327208.500000 Penalty: 4945.873535
	Iteration 36Q: 3 clusters Score -3327208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3327216.250000 Penalty: 4945.873535
	Iteration 37Q: 3 clusters Score -3327216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3327218.750000 Penalty: 4945.873535
	Iteration 38Q: 3 clusters Score -3327219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3327219.750000 Penalty: 4945.873535
	Iteration 39Q: 3 clusters Score -3327220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3327223.250000 Penalty: 4945.873535
	Iteration 40F: 3 clusters Score -3327223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3327221.500000 Penalty: 4945.873535
	Iteration 41Q: 3 clusters Score -3327222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3327225.250000 Penalty: 4945.873535
	Iteration 42Q: 3 clusters Score -3327225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3327224.500000 Penalty: 4945.873535
	Iteration 43Q: 3 clusters Score -3327224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3327223.750000 Penalty: 4945.873535
	Iteration 44Q: 3 clusters Score -3327224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3327223.500000 Penalty: 4945.873535
	Iteration 45Q: 3 clusters Score -3327224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3327223.500000 Penalty: 4945.873535
	Iteration 46F: 3 clusters Score -3327224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Entering Unmasked Estep 
Score: -9823526.000000 Penalty: 2742.733398
	Iteration 0F: 2 clusters Score -9823526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -9780692.000000 Penalty: 5485.466797
	Iteration 0F: 3 clusters Score -9780692 nChanged 29869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -9797693.000000 Penalty: 5485.466797
	Iteration 1F: 3 clusters Score -9797693 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -9798410.000000 Penalty: 5485.466797
	Iteration 2Q: 3 clusters Score -9798410 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -9799034.000000 Penalty: 5485.466797
	Iteration 3Q: 3 clusters Score -9799034 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9799803.000000 Penalty: 5485.466797
	Iteration 4Q: 3 clusters Score -9799803 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -9800626.000000 Penalty: 5485.466797
	Iteration 5Q: 3 clusters Score -9800626 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -9801561.000000 Penalty: 5485.466797
	Iteration 6Q: 3 clusters Score -9801561 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -9802474.000000 Penalty: 5485.466797
	Iteration 7Q: 3 clusters Score -9802474 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9803521.000000 Penalty: 5485.466797
	Iteration 8Q: 3 clusters Score -9803521 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -9804671.000000 Penalty: 5485.466797
	Iteration 9Q: 3 clusters Score -9804671 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -9805939.000000 Penalty: 5485.466797
	Iteration 10Q: 3 clusters Score -9805939 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -9807323.000000 Penalty: 5485.466797
	Iteration 11Q: 3 clusters Score -9807323 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -9808820.000000 Penalty: 5485.466797
	Iteration 12Q: 3 clusters Score -9808820 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -9810524.000000 Penalty: 5485.466797
	Iteration 13Q: 3 clusters Score -9810524 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -9812319.000000 Penalty: 5485.466797
	Iteration 14Q: 3 clusters Score -9812319 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9814011.000000 Penalty: 5485.466797
	Iteration 15Q: 3 clusters Score -9814011 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -9815581.000000 Penalty: 5485.466797
	Iteration 16Q: 3 clusters Score -9815581 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -9816992.000000 Penalty: 5485.466797
	Iteration 17Q: 3 clusters Score -9816992 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -9818170.000000 Penalty: 5485.466797
	Iteration 18Q: 3 clusters Score -9818170 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -9819091.000000 Penalty: 5485.466797
	Iteration 19Q: 3 clusters Score -9819091 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -9819771.000000 Penalty: 5485.466797
	Iteration 20F: 3 clusters Score -9819771 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -9820252.000000 Penalty: 5485.466797
	Iteration 21Q: 3 clusters Score -9820252 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -9820578.000000 Penalty: 5485.466797
	Iteration 22Q: 3 clusters Score -9820578 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -9820794.000000 Penalty: 5485.466797
	Iteration 23Q: 3 clusters Score -9820794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -9820923.000000 Penalty: 5485.466797
	Iteration 24Q: 3 clusters Score -9820923 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -9821044.000000 Penalty: 5485.466797
	Iteration 25Q: 3 clusters Score -9821044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9821117.000000 Penalty: 5485.466797
	Iteration 26Q: 3 clusters Score -9821117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -9821185.000000 Penalty: 5485.466797
	Iteration 27Q: 3 clusters Score -9821185 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -9821224.000000 Penalty: 5485.466797
	Iteration 28Q: 3 clusters Score -9821224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -9821251.000000 Penalty: 5485.466797
	Iteration 29Q: 3 clusters Score -9821251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -9821272.000000 Penalty: 5485.466797
	Iteration 30Q: 3 clusters Score -9821272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -9821294.000000 Penalty: 5485.466797
	Iteration 31Q: 3 clusters Score -9821294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -9821309.000000 Penalty: 5485.466797
	Iteration 32Q: 3 clusters Score -9821309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -9821321.000000 Penalty: 5485.466797
	Iteration 33Q: 3 clusters Score -9821321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -9821331.000000 Penalty: 5485.466797
	Iteration 34Q: 3 clusters Score -9821331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -9821330.000000 Penalty: 5485.466797
	Iteration 35Q: 3 clusters Score -9821330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -9821330.000000 Penalty: 5485.466797
	Iteration 36Q: 3 clusters Score -9821330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -9821324.000000 Penalty: 5485.466797
	Iteration 37Q: 3 clusters Score -9821324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -9821333.000000 Penalty: 5485.466797
	Iteration 38Q: 3 clusters Score -9821333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -9821329.000000 Penalty: 5485.466797
	Iteration 39Q: 3 clusters Score -9821329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -9821330.000000 Penalty: 5485.466797
	Iteration 40F: 3 clusters Score -9821330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -9821338.000000 Penalty: 5485.466797
	Iteration 41Q: 3 clusters Score -9821338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -9821337.000000 Penalty: 5485.466797
	Iteration 42Q: 3 clusters Score -9821337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -9821340.000000 Penalty: 5485.466797
	Iteration 43Q: 3 clusters Score -9821340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -9821333.000000 Penalty: 5485.466797
	Iteration 44Q: 3 clusters Score -9821333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -9821339.000000 Penalty: 5485.466797
	Iteration 45Q: 3 clusters Score -9821339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -9821346.000000 Penalty: 5485.466797
	Iteration 46Q: 3 clusters Score -9821346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -9821346.000000 Penalty: 5485.466797
	Iteration 47F: 3 clusters Score -9821346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -555472.375000 Penalty: 2031.414062
	Iteration 0F: 2 clusters Score -555472.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -551826.312500 Penalty: 4062.828125
	Iteration 0F: 3 clusters Score -551826.3 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -552673.875000 Penalty: 4062.828125
	Iteration 1F: 3 clusters Score -552673.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -552886.125000 Penalty: 4062.828125
	Iteration 2F: 3 clusters Score -552886.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -553029.562500 Penalty: 4062.828125
	Iteration 3F: 3 clusters Score -553029.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -553131.812500 Penalty: 4062.828125
	Iteration 4Q: 3 clusters Score -553131.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -553205.500000 Penalty: 4062.828125
	Iteration 5Q: 3 clusters Score -553205.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -553251.687500 Penalty: 4062.828125
	Iteration 6Q: 3 clusters Score -553251.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -553286.437500 Penalty: 4062.828125
	Iteration 7Q: 3 clusters Score -553286.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -553317.562500 Penalty: 4062.828125
	Iteration 8Q: 3 clusters Score -553317.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -553350.187500 Penalty: 4062.828125
	Iteration 9Q: 3 clusters Score -553350.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -553371.750000 Penalty: 4062.828125
	Iteration 10Q: 3 clusters Score -553371.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -553395.375000 Penalty: 4062.828125
	Iteration 11Q: 3 clusters Score -553395.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -553424.437500 Penalty: 4062.828125
	Iteration 12Q: 3 clusters Score -553424.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -553449.375000 Penalty: 4062.828125
	Iteration 13Q: 3 clusters Score -553449.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -553463.875000 Penalty: 4062.828125
	Iteration 14Q: 3 clusters Score -553463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -553476.437500 Penalty: 4062.828125
	Iteration 15Q: 3 clusters Score -553476.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -553489.062500 Penalty: 4062.828125
	Iteration 16Q: 3 clusters Score -553489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -553501.812500 Penalty: 4062.828125
	Iteration 17Q: 3 clusters Score -553501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -553512.875000 Penalty: 4062.828125
	Iteration 18Q: 3 clusters Score -553512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -553522.687500 Penalty: 4062.828125
	Iteration 19Q: 3 clusters Score -553522.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -553529.250000 Penalty: 4062.828125
	Iteration 20F: 3 clusters Score -553529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -553531.437500 Penalty: 4062.828125
	Iteration 21Q: 3 clusters Score -553531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -553535.375000 Penalty: 4062.828125
	Iteration 22Q: 3 clusters Score -553535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553539.062500 Penalty: 4062.828125
	Iteration 23Q: 3 clusters Score -553539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -553542.500000 Penalty: 4062.828125
	Iteration 24Q: 3 clusters Score -553542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -553545.062500 Penalty: 4062.828125
	Iteration 25Q: 3 clusters Score -553545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -553546.500000 Penalty: 4062.828125
	Iteration 26Q: 3 clusters Score -553546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -553549.500000 Penalty: 4062.828125
	Iteration 27Q: 3 clusters Score -553549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -553550.125000 Penalty: 4062.828125
	Iteration 28Q: 3 clusters Score -553550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -553552.687500 Penalty: 4062.828125
	Iteration 29Q: 3 clusters Score -553552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -553555.000000 Penalty: 4062.828125
	Iteration 30Q: 3 clusters Score -553555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -553557.000000 Penalty: 4062.828125
	Iteration 31Q: 3 clusters Score -553557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -553561.625000 Penalty: 4062.828125
	Iteration 32Q: 3 clusters Score -553561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -553564.312500 Penalty: 4062.828125
	Iteration 33Q: 3 clusters Score -553564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -553568.187500 Penalty: 4062.828125
	Iteration 34Q: 3 clusters Score -553568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -553570.750000 Penalty: 4062.828125
	Iteration 35Q: 3 clusters Score -553570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -553573.937500 Penalty: 4062.828125
	Iteration 36Q: 3 clusters Score -553573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -553574.625000 Penalty: 4062.828125
	Iteration 37Q: 3 clusters Score -553574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -553575.625000 Penalty: 4062.828125
	Iteration 38Q: 3 clusters Score -553575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -553578.062500 Penalty: 4062.828125
	Iteration 39Q: 3 clusters Score -553578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -553583.062500 Penalty: 4062.828125
	Iteration 40F: 3 clusters Score -553583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -553585.562500 Penalty: 4062.828125
	Iteration 41Q: 3 clusters Score -553585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -553589.250000 Penalty: 4062.828125
	Iteration 42Q: 3 clusters Score -553589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -553590.437500 Penalty: 4062.828125
	Iteration 43Q: 3 clusters Score -553590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -553590.125000 Penalty: 4062.828125
	Iteration 44Q: 3 clusters Score -553590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -553590.312500 Penalty: 4062.828125
	Iteration 45Q: 3 clusters Score -553590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -553590.750000 Penalty: 4062.828125
	Iteration 46Q: 3 clusters Score -553590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -553591.937500 Penalty: 4062.828125
	Iteration 47Q: 3 clusters Score -553591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -553594.062500 Penalty: 4062.828125
	Iteration 48Q: 3 clusters Score -553594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -553597.437500 Penalty: 4062.828125
	Iteration 49Q: 3 clusters Score -553597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553598.312500 Penalty: 4062.828125
	Iteration 50Q: 3 clusters Score -553598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -553598.312500 Penalty: 4062.828125
	Iteration 51F: 3 clusters Score -553598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -1186173.500000 Penalty: 2201.694336
	Iteration 0F: 2 clusters Score -1186174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1180304.750000 Penalty: 4403.388672
	Iteration 0F: 3 clusters Score -1180305 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1181784.375000 Penalty: 4403.388672
	Iteration 1F: 3 clusters Score -1181784 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1181994.625000 Penalty: 4403.388672
	Iteration 2F: 3 clusters Score -1181995 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1182124.375000 Penalty: 4403.388672
	Iteration 3Q: 3 clusters Score -1182124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1182210.125000 Penalty: 4403.388672
	Iteration 4Q: 3 clusters Score -1182210 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1182294.000000 Penalty: 4403.388672
	Iteration 5Q: 3 clusters Score -1182294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1182365.125000 Penalty: 4403.388672
	Iteration 6Q: 3 clusters Score -1182365 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1182445.500000 Penalty: 4403.388672
	Iteration 7Q: 3 clusters Score -1182446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1182519.000000 Penalty: 4403.388672
	Iteration 8Q: 3 clusters Score -1182519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1182582.500000 Penalty: 4403.388672
	Iteration 9Q: 3 clusters Score -1182582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1182665.000000 Penalty: 4403.388672
	Iteration 10Q: 3 clusters Score -1182665 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1182750.750000 Penalty: 4403.388672
	Iteration 11Q: 3 clusters Score -1182751 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1182863.875000 Penalty: 4403.388672
	Iteration 12Q: 3 clusters Score -1182864 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1182967.625000 Penalty: 4403.388672
	Iteration 13Q: 3 clusters Score -1182968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1183063.250000 Penalty: 4403.388672
	Iteration 14Q: 3 clusters Score -1183063 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1183176.125000 Penalty: 4403.388672
	Iteration 15Q: 3 clusters Score -1183176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1183305.625000 Penalty: 4403.388672
	Iteration 16Q: 3 clusters Score -1183306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1183448.250000 Penalty: 4403.388672
	Iteration 17Q: 3 clusters Score -1183448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1183570.750000 Penalty: 4403.388672
	Iteration 18Q: 3 clusters Score -1183571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1183687.125000 Penalty: 4403.388672
	Iteration 19Q: 3 clusters Score -1183687 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1183795.500000 Penalty: 4403.388672
	Iteration 20F: 3 clusters Score -1183796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1183896.875000 Penalty: 4403.388672
	Iteration 21Q: 3 clusters Score -1183897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1183966.125000 Penalty: 4403.388672
	Iteration 22Q: 3 clusters Score -1183966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1184015.875000 Penalty: 4403.388672
	Iteration 23Q: 3 clusters Score -1184016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1184061.625000 Penalty: 4403.388672
	Iteration 24Q: 3 clusters Score -1184062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1184096.125000 Penalty: 4403.388672
	Iteration 25Q: 3 clusters Score -1184096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1184122.000000 Penalty: 4403.388672
	Iteration 26Q: 3 clusters Score -1184122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1184147.875000 Penalty: 4403.388672
	Iteration 27Q: 3 clusters Score -1184148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1184171.750000 Penalty: 4403.388672
	Iteration 28Q: 3 clusters Score -1184172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1184187.125000 Penalty: 4403.388672
	Iteration 29Q: 3 clusters Score -1184187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1184201.250000 Penalty: 4403.388672
	Iteration 30Q: 3 clusters Score -1184201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1184214.250000 Penalty: 4403.388672
	Iteration 31Q: 3 clusters Score -1184214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1184228.625000 Penalty: 4403.388672
	Iteration 32Q: 3 clusters Score -1184229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1184234.125000 Penalty: 4403.388672
	Iteration 33Q: 3 clusters Score -1184234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1184241.875000 Penalty: 4403.388672
	Iteration 34Q: 3 clusters Score -1184242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1184246.750000 Penalty: 4403.388672
	Iteration 35Q: 3 clusters Score -1184247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1184255.250000 Penalty: 4403.388672
	Iteration 36Q: 3 clusters Score -1184255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1184264.375000 Penalty: 4403.388672
	Iteration 37Q: 3 clusters Score -1184264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1184269.875000 Penalty: 4403.388672
	Iteration 38Q: 3 clusters Score -1184270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1184272.000000 Penalty: 4403.388672
	Iteration 39Q: 3 clusters Score -1184272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1184275.625000 Penalty: 4403.388672
	Iteration 40F: 3 clusters Score -1184276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1184280.125000 Penalty: 4403.388672
	Iteration 41Q: 3 clusters Score -1184280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1184280.250000 Penalty: 4403.388672
	Iteration 42Q: 3 clusters Score -1184280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1184280.250000 Penalty: 4403.388672
	Iteration 43F: 3 clusters Score -1184280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Entering Unmasked Estep 
Score: -16276961.000000 Penalty: 2864.951416
	Iteration 0F: 2 clusters Score -1.627696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -16210579.000000 Penalty: 5729.902832
	Iteration 0F: 3 clusters Score -1.621058e+07 nChanged 49336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -16239248.000000 Penalty: 5729.902832
	Iteration 1F: 3 clusters Score -1.623925e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -16240673.000000 Penalty: 5729.902832
	Iteration 2Q: 3 clusters Score -1.624067e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -16242099.000000 Penalty: 5729.902832
	Iteration 3Q: 3 clusters Score -1.62421e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -16243310.000000 Penalty: 5729.902832
	Iteration 4Q: 3 clusters Score -1.624331e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -16244696.000000 Penalty: 5729.902832
	Iteration 5Q: 3 clusters Score -1.62447e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -16246056.000000 Penalty: 5729.902832
	Iteration 6Q: 3 clusters Score -1.624606e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -16247681.000000 Penalty: 5729.902832
	Iteration 7Q: 3 clusters Score -1.624768e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -16249596.000000 Penalty: 5729.902832
	Iteration 8Q: 3 clusters Score -1.62496e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -16251850.000000 Penalty: 5729.902832
	Iteration 9F: 3 clusters Score -1.625185e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -16254630.000000 Penalty: 5729.902832
	Iteration 10F: 3 clusters Score -1.625463e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -16258135.000000 Penalty: 5729.902832
	Iteration 11F: 3 clusters Score -1.625814e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -16261937.000000 Penalty: 5729.902832
	Iteration 12F: 3 clusters Score -1.626194e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -16265671.000000 Penalty: 5729.902832
	Iteration 13F: 3 clusters Score -1.626567e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -16268715.000000 Penalty: 5729.902832
	Iteration 14Q: 3 clusters Score -1.626872e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -16271164.000000 Penalty: 5729.902832
	Iteration 15Q: 3 clusters Score -1.627116e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16272710.000000 Penalty: 5729.902832
	Iteration 16Q: 3 clusters Score -1.627271e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -16273377.000000 Penalty: 5729.902832
	Iteration 17Q: 3 clusters Score -1.627338e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16273734.000000 Penalty: 5729.902832
	Iteration 18Q: 3 clusters Score -1.627373e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16273975.000000 Penalty: 5729.902832
	Iteration 19Q: 3 clusters Score -1.627398e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16274159.000000 Penalty: 5729.902832
	Iteration 20F: 3 clusters Score -1.627416e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16274238.000000 Penalty: 5729.902832
	Iteration 21Q: 3 clusters Score -1.627424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16274303.000000 Penalty: 5729.902832
	Iteration 22Q: 3 clusters Score -1.62743e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16274337.000000 Penalty: 5729.902832
	Iteration 23Q: 3 clusters Score -1.627434e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16274361.000000 Penalty: 5729.902832
	Iteration 24Q: 3 clusters Score -1.627436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16274396.000000 Penalty: 5729.902832
	Iteration 25Q: 3 clusters Score -1.62744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16274451.000000 Penalty: 5729.902832
	Iteration 26Q: 3 clusters Score -1.627445e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16274458.000000 Penalty: 5729.902832
	Iteration 27Q: 3 clusters Score -1.627446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16274464.000000 Penalty: 5729.902832
	Iteration 28Q: 3 clusters Score -1.627446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16274488.000000 Penalty: 5729.902832
	Iteration 29Q: 3 clusters Score -1.627449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16274488.000000 Penalty: 5729.902832
	Iteration 30Q: 3 clusters Score -1.627449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16274515.000000 Penalty: 5729.902832
	Iteration 31Q: 3 clusters Score -1.627452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16274524.000000 Penalty: 5729.902832
	Iteration 32Q: 3 clusters Score -1.627452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16274537.000000 Penalty: 5729.902832
	Iteration 33Q: 3 clusters Score -1.627454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16274535.000000 Penalty: 5729.902832
	Iteration 34Q: 3 clusters Score -1.627454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16274532.000000 Penalty: 5729.902832
	Iteration 35Q: 3 clusters Score -1.627453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16274543.000000 Penalty: 5729.902832
	Iteration 36Q: 3 clusters Score -1.627454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16274549.000000 Penalty: 5729.902832
	Iteration 37Q: 3 clusters Score -1.627455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16274559.000000 Penalty: 5729.902832
	Iteration 38Q: 3 clusters Score -1.627456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16274551.000000 Penalty: 5729.902832
	Iteration 39Q: 3 clusters Score -1.627455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16274553.000000 Penalty: 5729.902832
	Iteration 40F: 3 clusters Score -1.627455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16274552.000000 Penalty: 5729.902832
	Iteration 41Q: 3 clusters Score -1.627455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16274556.000000 Penalty: 5729.902832
	Iteration 42Q: 3 clusters Score -1.627456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16274556.000000 Penalty: 5729.902832
	Iteration 43F: 3 clusters Score -1.627456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -96186.546875 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -96186.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94534.335938 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -94534.34 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94809.101562 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -94809.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94896.601562 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -94896.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94939.429688 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -94939.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94969.664062 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -94969.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94986.937500 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -94986.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95024.914062 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -95024.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95068.921875 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -95068.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95103.429688 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -95103.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95133.968750 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -95133.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95150.585938 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -95150.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95163.289062 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -95163.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95168.265625 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -95168.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95176.046875 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -95176.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95187.265625 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -95187.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95200.539062 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -95200.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95209.234375 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -95209.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -95216.851562 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -95216.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95218.687500 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -95218.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95222.125000 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -95222.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95223.023438 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -95223.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95223.992188 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -95223.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95223.992188 Penalty: 3204.888184
	Iteration 22F: 3 clusters Score -95223.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1892151.375000 Penalty: 2344.279053
	Iteration 0F: 2 clusters Score -1892151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1882733.625000 Penalty: 4688.558105
	Iteration 0F: 3 clusters Score -1882734 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1885773.250000 Penalty: 4688.558105
	Iteration 1F: 3 clusters Score -1885773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1886239.375000 Penalty: 4688.558105
	Iteration 2F: 3 clusters Score -1886239 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1886769.250000 Penalty: 4688.558105
	Iteration 3F: 3 clusters Score -1886769 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1887338.250000 Penalty: 4688.558105
	Iteration 4F: 3 clusters Score -1887338 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1887962.500000 Penalty: 4688.558105
	Iteration 5F: 3 clusters Score -1887962 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1888634.625000 Penalty: 4688.558105
	Iteration 6F: 3 clusters Score -1888635 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1889206.375000 Penalty: 4688.558105
	Iteration 7F: 3 clusters Score -1889206 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1889632.500000 Penalty: 4688.558105
	Iteration 8F: 3 clusters Score -1889632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1890027.375000 Penalty: 4688.558105
	Iteration 9Q: 3 clusters Score -1890027 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1890458.875000 Penalty: 4688.558105
	Iteration 10Q: 3 clusters Score -1890459 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1890909.375000 Penalty: 4688.558105
	Iteration 11Q: 3 clusters Score -1890909 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1891244.750000 Penalty: 4688.558105
	Iteration 12Q: 3 clusters Score -1891245 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1891413.125000 Penalty: 4688.558105
	Iteration 13Q: 3 clusters Score -1891413 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1891510.250000 Penalty: 4688.558105
	Iteration 14Q: 3 clusters Score -1891510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1891580.125000 Penalty: 4688.558105
	Iteration 15Q: 3 clusters Score -1891580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1891627.625000 Penalty: 4688.558105
	Iteration 16Q: 3 clusters Score -1891628 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1891669.625000 Penalty: 4688.558105
	Iteration 17Q: 3 clusters Score -1891670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1891696.875000 Penalty: 4688.558105
	Iteration 18Q: 3 clusters Score -1891697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1891717.250000 Penalty: 4688.558105
	Iteration 19Q: 3 clusters Score -1891717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1891727.250000 Penalty: 4688.558105
	Iteration 20F: 3 clusters Score -1891727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1891745.125000 Penalty: 4688.558105
	Iteration 21Q: 3 clusters Score -1891745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1891757.125000 Penalty: 4688.558105
	Iteration 22Q: 3 clusters Score -1891757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1891782.875000 Penalty: 4688.558105
	Iteration 23Q: 3 clusters Score -1891783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1891805.750000 Penalty: 4688.558105
	Iteration 24Q: 3 clusters Score -1891806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1891850.250000 Penalty: 4688.558105
	Iteration 25Q: 3 clusters Score -1891850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1891906.000000 Penalty: 4688.558105
	Iteration 26Q: 3 clusters Score -1891906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1891955.750000 Penalty: 4688.558105
	Iteration 27Q: 3 clusters Score -1891956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1892010.000000 Penalty: 4688.558105
	Iteration 28Q: 3 clusters Score -1892010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1892041.500000 Penalty: 4688.558105
	Iteration 29Q: 3 clusters Score -1892042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1892072.125000 Penalty: 4688.558105
	Iteration 30Q: 3 clusters Score -1892072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1892092.250000 Penalty: 4688.558105
	Iteration 31Q: 3 clusters Score -1892092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1892100.375000 Penalty: 4688.558105
	Iteration 32Q: 3 clusters Score -1892100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1892114.500000 Penalty: 4688.558105
	Iteration 33Q: 3 clusters Score -1892114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1892124.625000 Penalty: 4688.558105
	Iteration 34Q: 3 clusters Score -1892125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1892134.250000 Penalty: 4688.558105
	Iteration 35Q: 3 clusters Score -1892134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1892140.750000 Penalty: 4688.558105
	Iteration 36Q: 3 clusters Score -1892141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1892141.125000 Penalty: 4688.558105
	Iteration 37Q: 3 clusters Score -1892141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1892146.375000 Penalty: 4688.558105
	Iteration 38Q: 3 clusters Score -1892146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1892144.875000 Penalty: 4688.558105
	Iteration 39Q: 3 clusters Score -1892145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1892145.875000 Penalty: 4688.558105
	Iteration 40F: 3 clusters Score -1892146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1892153.875000 Penalty: 4688.558105
	Iteration 41Q: 3 clusters Score -1892154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1892157.375000 Penalty: 4688.558105
	Iteration 42Q: 3 clusters Score -1892157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1892159.375000 Penalty: 4688.558105
	Iteration 43Q: 3 clusters Score -1892159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1892160.750000 Penalty: 4688.558105
	Iteration 44Q: 3 clusters Score -1892161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1892164.500000 Penalty: 4688.558105
	Iteration 45Q: 3 clusters Score -1892164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1892163.625000 Penalty: 4688.558105
	Iteration 46Q: 3 clusters Score -1892164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1892163.625000 Penalty: 4688.558105
	Iteration 47Q: 3 clusters Score -1892164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1892165.500000 Penalty: 4688.558105
	Iteration 48Q: 3 clusters Score -1892166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1892169.625000 Penalty: 4688.558105
	Iteration 49Q: 3 clusters Score -1892170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1892166.750000 Penalty: 4688.558105
	Iteration 50Q: 3 clusters Score -1892167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1892170.500000 Penalty: 4688.558105
	Iteration 51Q: 3 clusters Score -1892170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1892170.875000 Penalty: 4688.558105
	Iteration 52Q: 3 clusters Score -1892171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1892171.500000 Penalty: 4688.558105
	Iteration 53Q: 3 clusters Score -1892172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1892171.500000 Penalty: 4688.558105
	Iteration 54F: 3 clusters Score -1892172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 6665 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 6078 members 
Entering Unmasked Estep 
Score: -120391832.000000 Penalty: 154999.796875
Splitting cluster 8 changes total score from -120392816.000000 to -120391832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -23755.910156 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -23755.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22705.099609 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -22705.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22783.111328 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -22783.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22798.910156 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -22798.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22809.406250 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -22809.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22816.884766 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -22816.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22816.884766 Penalty: 2572.943359
	Iteration 5F: 3 clusters Score -22816.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Entering Unmasked Estep 
Score: -3044423.000000 Penalty: 2451.585449
	Iteration 0F: 2 clusters Score -3044423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3030579.500000 Penalty: 4903.170898
	Iteration 0F: 3 clusters Score -3030580 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3035289.500000 Penalty: 4903.170898
	Iteration 1F: 3 clusters Score -3035290 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3035879.000000 Penalty: 4903.170898
	Iteration 2F: 3 clusters Score -3035879 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3036481.500000 Penalty: 4903.170898
	Iteration 3F: 3 clusters Score -3036482 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3037139.750000 Penalty: 4903.170898
	Iteration 4F: 3 clusters Score -3037140 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3037905.250000 Penalty: 4903.170898
	Iteration 5F: 3 clusters Score -3037905 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3038555.750000 Penalty: 4903.170898
	Iteration 6F: 3 clusters Score -3038556 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3039113.500000 Penalty: 4903.170898
	Iteration 7F: 3 clusters Score -3039114 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3039642.000000 Penalty: 4903.170898
	Iteration 8Q: 3 clusters Score -3039642 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3040024.500000 Penalty: 4903.170898
	Iteration 9Q: 3 clusters Score -3040024 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3040362.250000 Penalty: 4903.170898
	Iteration 10Q: 3 clusters Score -3040362 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3040578.500000 Penalty: 4903.170898
	Iteration 11Q: 3 clusters Score -3040578 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3040741.750000 Penalty: 4903.170898
	Iteration 12Q: 3 clusters Score -3040742 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3040879.750000 Penalty: 4903.170898
	Iteration 13Q: 3 clusters Score -3040880 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3041004.500000 Penalty: 4903.170898
	Iteration 14Q: 3 clusters Score -3041004 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3041137.000000 Penalty: 4903.170898
	Iteration 15Q: 3 clusters Score -3041137 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3041256.750000 Penalty: 4903.170898
	Iteration 16Q: 3 clusters Score -3041257 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3041390.000000 Penalty: 4903.170898
	Iteration 17Q: 3 clusters Score -3041390 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3041524.750000 Penalty: 4903.170898
	Iteration 18Q: 3 clusters Score -3041525 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3041637.000000 Penalty: 4903.170898
	Iteration 19Q: 3 clusters Score -3041637 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3041743.000000 Penalty: 4903.170898
	Iteration 20F: 3 clusters Score -3041743 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3041852.000000 Penalty: 4903.170898
	Iteration 21Q: 3 clusters Score -3041852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3041933.750000 Penalty: 4903.170898
	Iteration 22Q: 3 clusters Score -3041934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3042010.000000 Penalty: 4903.170898
	Iteration 23Q: 3 clusters Score -3042010 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3042095.500000 Penalty: 4903.170898
	Iteration 24Q: 3 clusters Score -3042096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3042138.250000 Penalty: 4903.170898
	Iteration 25Q: 3 clusters Score -3042138 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3042206.000000 Penalty: 4903.170898
	Iteration 26Q: 3 clusters Score -3042206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3042249.500000 Penalty: 4903.170898
	Iteration 27Q: 3 clusters Score -3042250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3042291.250000 Penalty: 4903.170898
	Iteration 28Q: 3 clusters Score -3042291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3042315.250000 Penalty: 4903.170898
	Iteration 29Q: 3 clusters Score -3042315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3042333.750000 Penalty: 4903.170898
	Iteration 30Q: 3 clusters Score -3042334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3042344.750000 Penalty: 4903.170898
	Iteration 31Q: 3 clusters Score -3042345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3042367.500000 Penalty: 4903.170898
	Iteration 32Q: 3 clusters Score -3042368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3042382.250000 Penalty: 4903.170898
	Iteration 33Q: 3 clusters Score -3042382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3042403.500000 Penalty: 4903.170898
	Iteration 34Q: 3 clusters Score -3042404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3042411.750000 Penalty: 4903.170898
	Iteration 35Q: 3 clusters Score -3042412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3042428.750000 Penalty: 4903.170898
	Iteration 36Q: 3 clusters Score -3042429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3042444.250000 Penalty: 4903.170898
	Iteration 37Q: 3 clusters Score -3042444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3042443.500000 Penalty: 4903.170898
	Iteration 38Q: 3 clusters Score -3042444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3042449.000000 Penalty: 4903.170898
	Iteration 39Q: 3 clusters Score -3042449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3042454.500000 Penalty: 4903.170898
	Iteration 40F: 3 clusters Score -3042454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3042468.000000 Penalty: 4903.170898
	Iteration 41Q: 3 clusters Score -3042468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3042467.500000 Penalty: 4903.170898
	Iteration 42Q: 3 clusters Score -3042468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3042474.750000 Penalty: 4903.170898
	Iteration 43Q: 3 clusters Score -3042475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3042480.000000 Penalty: 4903.170898
	Iteration 44Q: 3 clusters Score -3042480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3042480.500000 Penalty: 4903.170898
	Iteration 45Q: 3 clusters Score -3042480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3042481.750000 Penalty: 4903.170898
	Iteration 46Q: 3 clusters Score -3042482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3042489.750000 Penalty: 4903.170898
	Iteration 47Q: 3 clusters Score -3042490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3042494.500000 Penalty: 4903.170898
	Iteration 48Q: 3 clusters Score -3042494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3042493.000000 Penalty: 4903.170898
	Iteration 49Q: 3 clusters Score -3042493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3042499.000000 Penalty: 4903.170898
	Iteration 50Q: 3 clusters Score -3042499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3042499.750000 Penalty: 4903.170898
	Iteration 51Q: 3 clusters Score -3042500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3042498.500000 Penalty: 4903.170898
	Iteration 52Q: 3 clusters Score -3042498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3042500.250000 Penalty: 4903.170898
	Iteration 53Q: 3 clusters Score -3042500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3042502.500000 Penalty: 4903.170898
	Iteration 54Q: 3 clusters Score -3042502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3042502.500000 Penalty: 4903.170898
	Iteration 55F: 3 clusters Score -3042502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -1134536.000000 Penalty: 2217.665527
	Iteration 0F: 2 clusters Score -1134536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1128455.000000 Penalty: 4435.331055
	Iteration 0F: 3 clusters Score -1128455 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1130314.250000 Penalty: 4435.331055
	Iteration 1F: 3 clusters Score -1130314 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1130745.000000 Penalty: 4435.331055
	Iteration 2F: 3 clusters Score -1130745 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1131133.000000 Penalty: 4435.331055
	Iteration 3F: 3 clusters Score -1131133 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1131492.750000 Penalty: 4435.331055
	Iteration 4F: 3 clusters Score -1131493 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1131876.375000 Penalty: 4435.331055
	Iteration 5F: 3 clusters Score -1131876 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1132262.250000 Penalty: 4435.331055
	Iteration 6F: 3 clusters Score -1132262 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1132582.500000 Penalty: 4435.331055
	Iteration 7Q: 3 clusters Score -1132582 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1132858.375000 Penalty: 4435.331055
	Iteration 8Q: 3 clusters Score -1132858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1133104.125000 Penalty: 4435.331055
	Iteration 9Q: 3 clusters Score -1133104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1133283.375000 Penalty: 4435.331055
	Iteration 10Q: 3 clusters Score -1133283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1133412.500000 Penalty: 4435.331055
	Iteration 11Q: 3 clusters Score -1133412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1133494.625000 Penalty: 4435.331055
	Iteration 12Q: 3 clusters Score -1133495 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1133549.750000 Penalty: 4435.331055
	Iteration 13Q: 3 clusters Score -1133550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1133576.750000 Penalty: 4435.331055
	Iteration 14Q: 3 clusters Score -1133577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1133595.000000 Penalty: 4435.331055
	Iteration 15Q: 3 clusters Score -1133595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1133614.000000 Penalty: 4435.331055
	Iteration 16Q: 3 clusters Score -1133614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1133628.375000 Penalty: 4435.331055
	Iteration 17Q: 3 clusters Score -1133628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1133640.000000 Penalty: 4435.331055
	Iteration 18Q: 3 clusters Score -1133640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1133651.875000 Penalty: 4435.331055
	Iteration 19Q: 3 clusters Score -1133652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1133671.875000 Penalty: 4435.331055
	Iteration 20F: 3 clusters Score -1133672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1133696.250000 Penalty: 4435.331055
	Iteration 21Q: 3 clusters Score -1133696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1133713.625000 Penalty: 4435.331055
	Iteration 22Q: 3 clusters Score -1133714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1133735.500000 Penalty: 4435.331055
	Iteration 23Q: 3 clusters Score -1133736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1133760.875000 Penalty: 4435.331055
	Iteration 24Q: 3 clusters Score -1133761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1133780.625000 Penalty: 4435.331055
	Iteration 25Q: 3 clusters Score -1133781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1133809.625000 Penalty: 4435.331055
	Iteration 26Q: 3 clusters Score -1133810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1133842.000000 Penalty: 4435.331055
	Iteration 27Q: 3 clusters Score -1133842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1133886.125000 Penalty: 4435.331055
	Iteration 28Q: 3 clusters Score -1133886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1133938.250000 Penalty: 4435.331055
	Iteration 29Q: 3 clusters Score -1133938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1134003.250000 Penalty: 4435.331055
	Iteration 30Q: 3 clusters Score -1134003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1134074.750000 Penalty: 4435.331055
	Iteration 31Q: 3 clusters Score -1134075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1134133.625000 Penalty: 4435.331055
	Iteration 32Q: 3 clusters Score -1134134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1134183.750000 Penalty: 4435.331055
	Iteration 33Q: 3 clusters Score -1134184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1134222.125000 Penalty: 4435.331055
	Iteration 34Q: 3 clusters Score -1134222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1134255.375000 Penalty: 4435.331055
	Iteration 35Q: 3 clusters Score -1134255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1134275.500000 Penalty: 4435.331055
	Iteration 36Q: 3 clusters Score -1134276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1134296.500000 Penalty: 4435.331055
	Iteration 37Q: 3 clusters Score -1134296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1134312.125000 Penalty: 4435.331055
	Iteration 38Q: 3 clusters Score -1134312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1134322.125000 Penalty: 4435.331055
	Iteration 39Q: 3 clusters Score -1134322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1134329.250000 Penalty: 4435.331055
	Iteration 40F: 3 clusters Score -1134329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1134338.375000 Penalty: 4435.331055
	Iteration 41Q: 3 clusters Score -1134338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1134342.625000 Penalty: 4435.331055
	Iteration 42Q: 3 clusters Score -1134343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1134346.250000 Penalty: 4435.331055
	Iteration 43Q: 3 clusters Score -1134346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1134349.750000 Penalty: 4435.331055
	Iteration 44Q: 3 clusters Score -1134350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1134348.125000 Penalty: 4435.331055
	Iteration 45Q: 3 clusters Score -1134348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1134348.625000 Penalty: 4435.331055
	Iteration 46Q: 3 clusters Score -1134349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1134352.125000 Penalty: 4435.331055
	Iteration 47Q: 3 clusters Score -1134352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1134351.375000 Penalty: 4435.331055
	Iteration 48Q: 3 clusters Score -1134351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1134351.000000 Penalty: 4435.331055
	Iteration 49Q: 3 clusters Score -1134351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1134351.750000 Penalty: 4435.331055
	Iteration 50Q: 3 clusters Score -1134352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1134353.500000 Penalty: 4435.331055
	Iteration 51Q: 3 clusters Score -1134354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1134352.750000 Penalty: 4435.331055
	Iteration 52Q: 3 clusters Score -1134353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1134355.125000 Penalty: 4435.331055
	Iteration 53Q: 3 clusters Score -1134355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1134354.750000 Penalty: 4435.331055
	Iteration 54Q: 3 clusters Score -1134355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1134354.375000 Penalty: 4435.331055
	Iteration 55Q: 3 clusters Score -1134354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1134356.125000 Penalty: 4435.331055
	Iteration 56Q: 3 clusters Score -1134356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1134356.125000 Penalty: 4435.331055
	Iteration 57F: 3 clusters Score -1134356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Entering Unmasked Estep 
Score: -1598551.875000 Penalty: 2301.499268
	Iteration 0F: 2 clusters Score -1598552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1590450.125000 Penalty: 4602.998535
	Iteration 0F: 3 clusters Score -1590450 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1592946.750000 Penalty: 4602.998535
	Iteration 1F: 3 clusters Score -1592947 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1593313.125000 Penalty: 4602.998535
	Iteration 2F: 3 clusters Score -1593313 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1593597.375000 Penalty: 4602.998535
	Iteration 3F: 3 clusters Score -1593597 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1593835.750000 Penalty: 4602.998535
	Iteration 4Q: 3 clusters Score -1593836 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1594028.500000 Penalty: 4602.998535
	Iteration 5Q: 3 clusters Score -1594028 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1594210.375000 Penalty: 4602.998535
	Iteration 6Q: 3 clusters Score -1594210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1594372.875000 Penalty: 4602.998535
	Iteration 7Q: 3 clusters Score -1594373 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1594505.250000 Penalty: 4602.998535
	Iteration 8Q: 3 clusters Score -1594505 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1594654.875000 Penalty: 4602.998535
	Iteration 9Q: 3 clusters Score -1594655 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1594786.375000 Penalty: 4602.998535
	Iteration 10Q: 3 clusters Score -1594786 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1594929.125000 Penalty: 4602.998535
	Iteration 11Q: 3 clusters Score -1594929 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1595057.875000 Penalty: 4602.998535
	Iteration 12Q: 3 clusters Score -1595058 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1595175.625000 Penalty: 4602.998535
	Iteration 13Q: 3 clusters Score -1595176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1595272.625000 Penalty: 4602.998535
	Iteration 14Q: 3 clusters Score -1595273 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1595345.500000 Penalty: 4602.998535
	Iteration 15Q: 3 clusters Score -1595346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1595406.000000 Penalty: 4602.998535
	Iteration 16Q: 3 clusters Score -1595406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1595457.375000 Penalty: 4602.998535
	Iteration 17Q: 3 clusters Score -1595457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1595507.625000 Penalty: 4602.998535
	Iteration 18Q: 3 clusters Score -1595508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1595546.000000 Penalty: 4602.998535
	Iteration 19Q: 3 clusters Score -1595546 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1595582.750000 Penalty: 4602.998535
	Iteration 20F: 3 clusters Score -1595583 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1595610.375000 Penalty: 4602.998535
	Iteration 21Q: 3 clusters Score -1595610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1595631.875000 Penalty: 4602.998535
	Iteration 22Q: 3 clusters Score -1595632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1595643.375000 Penalty: 4602.998535
	Iteration 23Q: 3 clusters Score -1595643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1595658.625000 Penalty: 4602.998535
	Iteration 24Q: 3 clusters Score -1595659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1595668.375000 Penalty: 4602.998535
	Iteration 25Q: 3 clusters Score -1595668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1595670.500000 Penalty: 4602.998535
	Iteration 26Q: 3 clusters Score -1595670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1595676.375000 Penalty: 4602.998535
	Iteration 27Q: 3 clusters Score -1595676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1595680.375000 Penalty: 4602.998535
	Iteration 28Q: 3 clusters Score -1595680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1595683.750000 Penalty: 4602.998535
	Iteration 29Q: 3 clusters Score -1595684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1595687.750000 Penalty: 4602.998535
	Iteration 30Q: 3 clusters Score -1595688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1595695.125000 Penalty: 4602.998535
	Iteration 31Q: 3 clusters Score -1595695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1595701.000000 Penalty: 4602.998535
	Iteration 32Q: 3 clusters Score -1595701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1595703.875000 Penalty: 4602.998535
	Iteration 33Q: 3 clusters Score -1595704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1595714.000000 Penalty: 4602.998535
	Iteration 34Q: 3 clusters Score -1595714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1595715.375000 Penalty: 4602.998535
	Iteration 35Q: 3 clusters Score -1595715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1595718.750000 Penalty: 4602.998535
	Iteration 36Q: 3 clusters Score -1595719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1595726.125000 Penalty: 4602.998535
	Iteration 37Q: 3 clusters Score -1595726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1595726.625000 Penalty: 4602.998535
	Iteration 38Q: 3 clusters Score -1595727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1595734.625000 Penalty: 4602.998535
	Iteration 39Q: 3 clusters Score -1595735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1595739.125000 Penalty: 4602.998535
	Iteration 40F: 3 clusters Score -1595739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1595738.125000 Penalty: 4602.998535
	Iteration 41Q: 3 clusters Score -1595738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1595743.000000 Penalty: 4602.998535
	Iteration 42Q: 3 clusters Score -1595743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1595747.875000 Penalty: 4602.998535
	Iteration 43Q: 3 clusters Score -1595748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1595751.000000 Penalty: 4602.998535
	Iteration 44Q: 3 clusters Score -1595751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1595755.375000 Penalty: 4602.998535
	Iteration 45Q: 3 clusters Score -1595755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1595760.750000 Penalty: 4602.998535
	Iteration 46Q: 3 clusters Score -1595761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1595767.500000 Penalty: 4602.998535
	Iteration 47Q: 3 clusters Score -1595768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1595767.625000 Penalty: 4602.998535
	Iteration 48Q: 3 clusters Score -1595768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1595778.250000 Penalty: 4602.998535
	Iteration 49Q: 3 clusters Score -1595778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1595788.250000 Penalty: 4602.998535
	Iteration 50Q: 3 clusters Score -1595788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1595791.000000 Penalty: 4602.998535
	Iteration 51Q: 3 clusters Score -1595791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1595796.500000 Penalty: 4602.998535
	Iteration 52Q: 3 clusters Score -1595796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1595807.500000 Penalty: 4602.998535
	Iteration 53Q: 3 clusters Score -1595808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1595811.250000 Penalty: 4602.998535
	Iteration 54Q: 3 clusters Score -1595811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1595816.250000 Penalty: 4602.998535
	Iteration 55Q: 3 clusters Score -1595816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1595823.500000 Penalty: 4602.998535
	Iteration 56Q: 3 clusters Score -1595824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1595834.750000 Penalty: 4602.998535
	Iteration 57Q: 3 clusters Score -1595835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1595838.250000 Penalty: 4602.998535
	Iteration 58Q: 3 clusters Score -1595838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1595845.500000 Penalty: 4602.998535
	Iteration 59Q: 3 clusters Score -1595846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1595856.375000 Penalty: 4602.998535
	Iteration 60F: 3 clusters Score -1595856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1595868.250000 Penalty: 4602.998535
	Iteration 61Q: 3 clusters Score -1595868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1595875.625000 Penalty: 4602.998535
	Iteration 62Q: 3 clusters Score -1595876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1595889.750000 Penalty: 4602.998535
	Iteration 63Q: 3 clusters Score -1595890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1595899.250000 Penalty: 4602.998535
	Iteration 64Q: 3 clusters Score -1595899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1595912.000000 Penalty: 4602.998535
	Iteration 65Q: 3 clusters Score -1595912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1595918.875000 Penalty: 4602.998535
	Iteration 66Q: 3 clusters Score -1595919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1595941.375000 Penalty: 4602.998535
	Iteration 67Q: 3 clusters Score -1595941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1595947.375000 Penalty: 4602.998535
	Iteration 68Q: 3 clusters Score -1595947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1595972.625000 Penalty: 4602.998535
	Iteration 69Q: 3 clusters Score -1595973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1595994.375000 Penalty: 4602.998535
	Iteration 70Q: 3 clusters Score -1595994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1596025.125000 Penalty: 4602.998535
	Iteration 71Q: 3 clusters Score -1596025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1596053.125000 Penalty: 4602.998535
	Iteration 72Q: 3 clusters Score -1596053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1596085.375000 Penalty: 4602.998535
	Iteration 73Q: 3 clusters Score -1596085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1596115.125000 Penalty: 4602.998535
	Iteration 74Q: 3 clusters Score -1596115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1596158.000000 Penalty: 4602.998535
	Iteration 75Q: 3 clusters Score -1596158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1596193.125000 Penalty: 4602.998535
	Iteration 76Q: 3 clusters Score -1596193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1596238.125000 Penalty: 4602.998535
	Iteration 77Q: 3 clusters Score -1596238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1596291.500000 Penalty: 4602.998535
	Iteration 78Q: 3 clusters Score -1596292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1596344.000000 Penalty: 4602.998535
	Iteration 79Q: 3 clusters Score -1596344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1596384.750000 Penalty: 4602.998535
	Iteration 80F: 3 clusters Score -1596385 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1596450.000000 Penalty: 4602.998535
	Iteration 81Q: 3 clusters Score -1596450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1596509.750000 Penalty: 4602.998535
	Iteration 82Q: 3 clusters Score -1596510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1596552.625000 Penalty: 4602.998535
	Iteration 83Q: 3 clusters Score -1596553 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1596589.375000 Penalty: 4602.998535
	Iteration 84Q: 3 clusters Score -1596589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1596628.625000 Penalty: 4602.998535
	Iteration 85Q: 3 clusters Score -1596629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1596660.125000 Penalty: 4602.998535
	Iteration 86Q: 3 clusters Score -1596660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1596681.875000 Penalty: 4602.998535
	Iteration 87Q: 3 clusters Score -1596682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1596692.750000 Penalty: 4602.998535
	Iteration 88Q: 3 clusters Score -1596693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1596703.250000 Penalty: 4602.998535
	Iteration 89Q: 3 clusters Score -1596703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1596713.875000 Penalty: 4602.998535
	Iteration 90Q: 3 clusters Score -1596714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1596725.125000 Penalty: 4602.998535
	Iteration 91Q: 3 clusters Score -1596725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1596732.125000 Penalty: 4602.998535
	Iteration 92Q: 3 clusters Score -1596732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1596740.250000 Penalty: 4602.998535
	Iteration 93Q: 3 clusters Score -1596740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1596749.000000 Penalty: 4602.998535
	Iteration 94Q: 3 clusters Score -1596749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1596752.125000 Penalty: 4602.998535
	Iteration 95Q: 3 clusters Score -1596752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1596762.125000 Penalty: 4602.998535
	Iteration 96Q: 3 clusters Score -1596762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1596770.000000 Penalty: 4602.998535
	Iteration 97Q: 3 clusters Score -1596770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1596773.500000 Penalty: 4602.998535
	Iteration 98Q: 3 clusters Score -1596774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1596777.750000 Penalty: 4602.998535
	Iteration 99Q: 3 clusters Score -1596778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1596776.250000 Penalty: 4602.998535
	Iteration 100F: 3 clusters Score -1596776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1596779.875000 Penalty: 4602.998535
	Iteration 101Q: 3 clusters Score -1596780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1596779.750000 Penalty: 4602.998535
	Iteration 102Q: 3 clusters Score -1596780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1596784.750000 Penalty: 4602.998535
	Iteration 103Q: 3 clusters Score -1596785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1596786.250000 Penalty: 4602.998535
	Iteration 104Q: 3 clusters Score -1596786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1596787.375000 Penalty: 4602.998535
	Iteration 105Q: 3 clusters Score -1596787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1596786.750000 Penalty: 4602.998535
	Iteration 106Q: 3 clusters Score -1596787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1596790.000000 Penalty: 4602.998535
	Iteration 107Q: 3 clusters Score -1596790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1596794.625000 Penalty: 4602.998535
	Iteration 108Q: 3 clusters Score -1596795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1596794.000000 Penalty: 4602.998535
	Iteration 109Q: 3 clusters Score -1596794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1596796.125000 Penalty: 4602.998535
	Iteration 110Q: 3 clusters Score -1596796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1596799.875000 Penalty: 4602.998535
	Iteration 111Q: 3 clusters Score -1596800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1596799.000000 Penalty: 4602.998535
	Iteration 112Q: 3 clusters Score -1596799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1596803.000000 Penalty: 4602.998535
	Iteration 113Q: 3 clusters Score -1596803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1596801.125000 Penalty: 4602.998535
	Iteration 114Q: 3 clusters Score -1596801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1596807.375000 Penalty: 4602.998535
	Iteration 115Q: 3 clusters Score -1596807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1596815.875000 Penalty: 4602.998535
	Iteration 116Q: 3 clusters Score -1596816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1596818.250000 Penalty: 4602.998535
	Iteration 117Q: 3 clusters Score -1596818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1596823.500000 Penalty: 4602.998535
	Iteration 118Q: 3 clusters Score -1596824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1596830.250000 Penalty: 4602.998535
	Iteration 119Q: 3 clusters Score -1596830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1596839.500000 Penalty: 4602.998535
	Iteration 120F: 3 clusters Score -1596840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1596841.625000 Penalty: 4602.998535
	Iteration 121Q: 3 clusters Score -1596842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1596852.250000 Penalty: 4602.998535
	Iteration 122Q: 3 clusters Score -1596852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1596851.625000 Penalty: 4602.998535
	Iteration 123Q: 3 clusters Score -1596852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1596854.250000 Penalty: 4602.998535
	Iteration 124Q: 3 clusters Score -1596854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1596853.375000 Penalty: 4602.998535
	Iteration 125Q: 3 clusters Score -1596853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1596854.375000 Penalty: 4602.998535
	Iteration 126Q: 3 clusters Score -1596854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1596853.500000 Penalty: 4602.998535
	Iteration 127Q: 3 clusters Score -1596854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1596853.125000 Penalty: 4602.998535
	Iteration 128Q: 3 clusters Score -1596853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1596853.125000 Penalty: 4602.998535
	Iteration 129F: 3 clusters Score -1596853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -171518.812500 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -171518.8 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 577 members 
Entering Unmasked Estep 
Score: -169449.625000 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -169449.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169769.437500 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -169769.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -169877.625000 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -169877.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -169950.296875 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -169950.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170002.140625 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -170002.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -170063.265625 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -170063.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -170122.593750 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -170122.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170189.671875 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -170189.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -170255.296875 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -170255.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170295.937500 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -170295.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170323.718750 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -170323.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170355.765625 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -170355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -170368.375000 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -170368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170385.968750 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -170386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -170407.984375 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -170408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170434.343750 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -170434.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -170454.203125 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -170454.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -170476.906250 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -170476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170506.250000 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -170506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170535.156250 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -170535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170566.250000 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -170566.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -170594.046875 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -170594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170620.328125 Penalty: 3490.801514
	Iteration 22Q: 3 clusters Score -170620.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170654.937500 Penalty: 3490.801514
	Iteration 23Q: 3 clusters Score -170654.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -170696.250000 Penalty: 3490.801514
	Iteration 24Q: 3 clusters Score -170696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170744.843750 Penalty: 3490.801514
	Iteration 25Q: 3 clusters Score -170744.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170797.796875 Penalty: 3490.801514
	Iteration 26Q: 3 clusters Score -170797.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170894.937500 Penalty: 3490.801514
	Iteration 27Q: 3 clusters Score -170894.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -171070.406250 Penalty: 3490.801514
	Iteration 28Q: 3 clusters Score -171070.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171375.546875 Penalty: 3490.801514
	Iteration 29Q: 3 clusters Score -171375.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171635.359375 Penalty: 3490.801514
	Iteration 30Q: 3 clusters Score -171635.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172069.750000 Penalty: 3490.801514
	Iteration 31Q: 3 clusters Score -172069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172247.484375 Penalty: 3490.801514
	Iteration 32Q: 3 clusters Score -172247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172255.125000 Penalty: 3490.801514
	Iteration 33Q: 3 clusters Score -172255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -172257.234375 Penalty: 3490.801514
	Iteration 34Q: 3 clusters Score -172257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -172261.375000 Penalty: 3490.801514
	Iteration 35Q: 3 clusters Score -172261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -172261.375000 Penalty: 3490.801514
	Iteration 36F: 3 clusters Score -172261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 448 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 691 members 
Entering Unmasked Estep 
Score: -120391760.000000 Penalty: 154999.796875
Splitting cluster 13 changes total score from -120392816.000000 to -120391760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (33195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Entering Unmasked Estep 
Score: -5179463.500000 Penalty: 2581.718262
	Iteration 0F: 2 clusters Score -5179464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5156955.000000 Penalty: 5163.436523
	Iteration 0F: 3 clusters Score -5156955 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5165026.000000 Penalty: 5163.436523
	Iteration 1F: 3 clusters Score -5165026 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5165690.000000 Penalty: 5163.436523
	Iteration 2F: 3 clusters Score -5165690 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5166413.500000 Penalty: 5163.436523
	Iteration 3F: 3 clusters Score -5166414 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5167394.500000 Penalty: 5163.436523
	Iteration 4F: 3 clusters Score -5167394 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5168705.000000 Penalty: 5163.436523
	Iteration 5F: 3 clusters Score -5168705 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -5170543.000000 Penalty: 5163.436523
	Iteration 6F: 3 clusters Score -5170543 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5172583.500000 Penalty: 5163.436523
	Iteration 7F: 3 clusters Score -5172584 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5174293.000000 Penalty: 5163.436523
	Iteration 8F: 3 clusters Score -5174293 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5175412.000000 Penalty: 5163.436523
	Iteration 9Q: 3 clusters Score -5175412 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5176127.000000 Penalty: 5163.436523
	Iteration 10Q: 3 clusters Score -5176127 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5176508.500000 Penalty: 5163.436523
	Iteration 11Q: 3 clusters Score -5176508 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5176737.000000 Penalty: 5163.436523
	Iteration 12Q: 3 clusters Score -5176737 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5176920.000000 Penalty: 5163.436523
	Iteration 13Q: 3 clusters Score -5176920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5177037.500000 Penalty: 5163.436523
	Iteration 14Q: 3 clusters Score -5177038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5177123.000000 Penalty: 5163.436523
	Iteration 15Q: 3 clusters Score -5177123 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5177191.000000 Penalty: 5163.436523
	Iteration 16Q: 3 clusters Score -5177191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5177226.500000 Penalty: 5163.436523
	Iteration 17Q: 3 clusters Score -5177226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5177269.000000 Penalty: 5163.436523
	Iteration 18Q: 3 clusters Score -5177269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5177275.500000 Penalty: 5163.436523
	Iteration 19Q: 3 clusters Score -5177276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5177282.000000 Penalty: 5163.436523
	Iteration 20F: 3 clusters Score -5177282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5177278.000000 Penalty: 5163.436523
	Iteration 21Q: 3 clusters Score -5177278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5177296.000000 Penalty: 5163.436523
	Iteration 22Q: 3 clusters Score -5177296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5177311.000000 Penalty: 5163.436523
	Iteration 23Q: 3 clusters Score -5177311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5177312.000000 Penalty: 5163.436523
	Iteration 24Q: 3 clusters Score -5177312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5177306.500000 Penalty: 5163.436523
	Iteration 25Q: 3 clusters Score -5177306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5177319.000000 Penalty: 5163.436523
	Iteration 26Q: 3 clusters Score -5177319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5177321.000000 Penalty: 5163.436523
	Iteration 27Q: 3 clusters Score -5177321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5177322.500000 Penalty: 5163.436523
	Iteration 28Q: 3 clusters Score -5177322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5177327.000000 Penalty: 5163.436523
	Iteration 29Q: 3 clusters Score -5177327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5177335.000000 Penalty: 5163.436523
	Iteration 30Q: 3 clusters Score -5177335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5177338.000000 Penalty: 5163.436523
	Iteration 31Q: 3 clusters Score -5177338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5177347.000000 Penalty: 5163.436523
	Iteration 32Q: 3 clusters Score -5177347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5177347.000000 Penalty: 5163.436523
	Iteration 33F: 3 clusters Score -5177347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -16703.650391 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -16703.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15841.802734 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -15841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15858.340820 Penalty: 2451.054688
	Iteration 1Q: 3 clusters Score -15858.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15861.131836 Penalty: 2451.054688
	Iteration 2Q: 3 clusters Score -15861.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15908.750000 Penalty: 2451.054688
	Iteration 3Q: 3 clusters Score -15908.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15921.513672 Penalty: 2451.054688
	Iteration 4Q: 3 clusters Score -15921.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15921.513672 Penalty: 2451.054688
	Iteration 5F: 3 clusters Score -15921.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -227646.375000 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -227646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -225307.750000 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -225307.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -225707.375000 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -225707.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -225871.484375 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -225871.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -225976.437500 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -225976.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226072.546875 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -226072.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226155.578125 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -226155.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -226284.437500 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -226284.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -226446.093750 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -226446.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226703.281250 Penalty: 3641.697266
	Iteration 8F: 3 clusters Score -226703.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -227046.453125 Penalty: 3641.697266
	Iteration 9F: 3 clusters Score -227046.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -227414.406250 Penalty: 3641.697266
	Iteration 10F: 3 clusters Score -227414.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -227650.625000 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -227650.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -227783.140625 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -227783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227870.328125 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -227870.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -227971.875000 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -227971.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -228095.015625 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -228095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -228174.406250 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -228174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -228187.171875 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -228187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228193.734375 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -228193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228193.734375 Penalty: 3641.697266
	Iteration 19F: 3 clusters Score -228193.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 607 members 
Entering Unmasked Estep 
Score: -120391752.000000 Penalty: 154999.796875
Splitting cluster 16 changes total score from -120392816.000000 to -120391752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -946497.500000 Penalty: 2167.126953
	Iteration 0F: 2 clusters Score -946497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -941162.062500 Penalty: 4334.253906
	Iteration 0F: 3 clusters Score -941162.1 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -942578.875000 Penalty: 4334.253906
	Iteration 1F: 3 clusters Score -942578.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -942861.375000 Penalty: 4334.253906
	Iteration 2F: 3 clusters Score -942861.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -943053.812500 Penalty: 4334.253906
	Iteration 3F: 3 clusters Score -943053.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -943223.937500 Penalty: 4334.253906
	Iteration 4Q: 3 clusters Score -943223.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -943378.687500 Penalty: 4334.253906
	Iteration 5Q: 3 clusters Score -943378.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -943499.937500 Penalty: 4334.253906
	Iteration 6Q: 3 clusters Score -943499.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -943622.750000 Penalty: 4334.253906
	Iteration 7Q: 3 clusters Score -943622.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -943753.937500 Penalty: 4334.253906
	Iteration 8Q: 3 clusters Score -943753.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -943883.125000 Penalty: 4334.253906
	Iteration 9Q: 3 clusters Score -943883.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -943981.375000 Penalty: 4334.253906
	Iteration 10Q: 3 clusters Score -943981.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -944071.437500 Penalty: 4334.253906
	Iteration 11Q: 3 clusters Score -944071.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -944145.125000 Penalty: 4334.253906
	Iteration 12Q: 3 clusters Score -944145.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -944207.562500 Penalty: 4334.253906
	Iteration 13Q: 3 clusters Score -944207.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -944259.000000 Penalty: 4334.253906
	Iteration 14Q: 3 clusters Score -944259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -944298.000000 Penalty: 4334.253906
	Iteration 15Q: 3 clusters Score -944298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -944328.937500 Penalty: 4334.253906
	Iteration 16Q: 3 clusters Score -944328.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -944361.000000 Penalty: 4334.253906
	Iteration 17Q: 3 clusters Score -944361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -944387.937500 Penalty: 4334.253906
	Iteration 18Q: 3 clusters Score -944387.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -944415.062500 Penalty: 4334.253906
	Iteration 19Q: 3 clusters Score -944415.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -944440.437500 Penalty: 4334.253906
	Iteration 20F: 3 clusters Score -944440.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -944462.312500 Penalty: 4334.253906
	Iteration 21Q: 3 clusters Score -944462.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -944490.125000 Penalty: 4334.253906
	Iteration 22Q: 3 clusters Score -944490.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -944511.250000 Penalty: 4334.253906
	Iteration 23Q: 3 clusters Score -944511.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -944525.687500 Penalty: 4334.253906
	Iteration 24Q: 3 clusters Score -944525.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -944541.062500 Penalty: 4334.253906
	Iteration 25Q: 3 clusters Score -944541.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -944557.812500 Penalty: 4334.253906
	Iteration 26Q: 3 clusters Score -944557.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -944577.187500 Penalty: 4334.253906
	Iteration 27Q: 3 clusters Score -944577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -944587.312500 Penalty: 4334.253906
	Iteration 28Q: 3 clusters Score -944587.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -944595.187500 Penalty: 4334.253906
	Iteration 29Q: 3 clusters Score -944595.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -944604.562500 Penalty: 4334.253906
	Iteration 30Q: 3 clusters Score -944604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -944609.437500 Penalty: 4334.253906
	Iteration 31Q: 3 clusters Score -944609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -944614.562500 Penalty: 4334.253906
	Iteration 32Q: 3 clusters Score -944614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -944617.125000 Penalty: 4334.253906
	Iteration 33Q: 3 clusters Score -944617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -944618.750000 Penalty: 4334.253906
	Iteration 34Q: 3 clusters Score -944618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -944622.062500 Penalty: 4334.253906
	Iteration 35Q: 3 clusters Score -944622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -944621.500000 Penalty: 4334.253906
	Iteration 36Q: 3 clusters Score -944621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -944625.625000 Penalty: 4334.253906
	Iteration 37Q: 3 clusters Score -944625.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -944629.375000 Penalty: 4334.253906
	Iteration 38Q: 3 clusters Score -944629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -944629.625000 Penalty: 4334.253906
	Iteration 39Q: 3 clusters Score -944629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -944632.625000 Penalty: 4334.253906
	Iteration 40F: 3 clusters Score -944632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -944633.687500 Penalty: 4334.253906
	Iteration 41Q: 3 clusters Score -944633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -944634.375000 Penalty: 4334.253906
	Iteration 42Q: 3 clusters Score -944634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -944634.500000 Penalty: 4334.253906
	Iteration 43Q: 3 clusters Score -944634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -944635.062500 Penalty: 4334.253906
	Iteration 44Q: 3 clusters Score -944635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -944635.125000 Penalty: 4334.253906
	Iteration 45Q: 3 clusters Score -944635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -944635.125000 Penalty: 4334.253906
	Iteration 46F: 3 clusters Score -944635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (120709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Entering Unmasked Estep 
Score: -18893144.000000 Penalty: 2901.882080
	Iteration 0F: 2 clusters Score -1.889314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -18821162.000000 Penalty: 5803.764160
	Iteration 0F: 3 clusters Score -1.882116e+07 nChanged 57237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -18853622.000000 Penalty: 5803.764160
	Iteration 1F: 3 clusters Score -1.885362e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -18854552.000000 Penalty: 5803.764160
	Iteration 2Q: 3 clusters Score -1.885455e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -18855602.000000 Penalty: 5803.764160
	Iteration 3Q: 3 clusters Score -1.88556e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -18856794.000000 Penalty: 5803.764160
	Iteration 4Q: 3 clusters Score -1.885679e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -18858012.000000 Penalty: 5803.764160
	Iteration 5Q: 3 clusters Score -1.885801e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -18859452.000000 Penalty: 5803.764160
	Iteration 6Q: 3 clusters Score -1.885945e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -18861014.000000 Penalty: 5803.764160
	Iteration 7Q: 3 clusters Score -1.886101e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -18862688.000000 Penalty: 5803.764160
	Iteration 8Q: 3 clusters Score -1.886269e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -18865044.000000 Penalty: 5803.764160
	Iteration 9F: 3 clusters Score -1.886504e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -18867458.000000 Penalty: 5803.764160
	Iteration 10F: 3 clusters Score -1.886746e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -18870130.000000 Penalty: 5803.764160
	Iteration 11F: 3 clusters Score -1.887013e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -18872800.000000 Penalty: 5803.764160
	Iteration 12F: 3 clusters Score -1.88728e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -18875350.000000 Penalty: 5803.764160
	Iteration 13Q: 3 clusters Score -1.887535e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -18877906.000000 Penalty: 5803.764160
	Iteration 14Q: 3 clusters Score -1.887791e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -18881320.000000 Penalty: 5803.764160
	Iteration 15Q: 3 clusters Score -1.888132e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -18883988.000000 Penalty: 5803.764160
	Iteration 16Q: 3 clusters Score -1.888399e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -18886096.000000 Penalty: 5803.764160
	Iteration 17Q: 3 clusters Score -1.88861e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -18887676.000000 Penalty: 5803.764160
	Iteration 18Q: 3 clusters Score -1.888768e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -18888918.000000 Penalty: 5803.764160
	Iteration 19Q: 3 clusters Score -1.888892e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -18889772.000000 Penalty: 5803.764160
	Iteration 20F: 3 clusters Score -1.888977e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -18890228.000000 Penalty: 5803.764160
	Iteration 21Q: 3 clusters Score -1.889023e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -18890638.000000 Penalty: 5803.764160
	Iteration 22Q: 3 clusters Score -1.889064e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -18891020.000000 Penalty: 5803.764160
	Iteration 23Q: 3 clusters Score -1.889102e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -18891176.000000 Penalty: 5803.764160
	Iteration 24Q: 3 clusters Score -1.889118e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -18891238.000000 Penalty: 5803.764160
	Iteration 25Q: 3 clusters Score -1.889124e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117722 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -18891354.000000 Penalty: 5803.764160
	Iteration 26Q: 3 clusters Score -1.889135e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -18891474.000000 Penalty: 5803.764160
	Iteration 27Q: 3 clusters Score -1.889147e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118402 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -18891520.000000 Penalty: 5803.764160
	Iteration 28Q: 3 clusters Score -1.889152e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18891616.000000 Penalty: 5803.764160
	Iteration 29Q: 3 clusters Score -1.889162e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18891698.000000 Penalty: 5803.764160
	Iteration 30Q: 3 clusters Score -1.88917e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18891708.000000 Penalty: 5803.764160
	Iteration 31Q: 3 clusters Score -1.889171e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18891710.000000 Penalty: 5803.764160
	Iteration 32Q: 3 clusters Score -1.889171e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -18891732.000000 Penalty: 5803.764160
	Iteration 33Q: 3 clusters Score -1.889173e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119138 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -18891760.000000 Penalty: 5803.764160
	Iteration 34Q: 3 clusters Score -1.889176e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18891770.000000 Penalty: 5803.764160
	Iteration 35Q: 3 clusters Score -1.889177e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18891800.000000 Penalty: 5803.764160
	Iteration 36Q: 3 clusters Score -1.88918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18891788.000000 Penalty: 5803.764160
	Iteration 37Q: 3 clusters Score -1.889179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18891796.000000 Penalty: 5803.764160
	Iteration 38Q: 3 clusters Score -1.88918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18891806.000000 Penalty: 5803.764160
	Iteration 39Q: 3 clusters Score -1.889181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -18891814.000000 Penalty: 5803.764160
	Iteration 40F: 3 clusters Score -1.889181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -18891832.000000 Penalty: 5803.764160
	Iteration 41Q: 3 clusters Score -1.889183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119370 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -18891820.000000 Penalty: 5803.764160
	Iteration 42Q: 3 clusters Score -1.889182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -18891820.000000 Penalty: 5803.764160
	Iteration 43Q: 3 clusters Score -1.889182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18891826.000000 Penalty: 5803.764160
	Iteration 44Q: 3 clusters Score -1.889183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18891834.000000 Penalty: 5803.764160
	Iteration 45Q: 3 clusters Score -1.889183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18891832.000000 Penalty: 5803.764160
	Iteration 46Q: 3 clusters Score -1.889183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18891814.000000 Penalty: 5803.764160
	Iteration 47Q: 3 clusters Score -1.889181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -18891806.000000 Penalty: 5803.764160
	Iteration 48Q: 3 clusters Score -1.889181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18891814.000000 Penalty: 5803.764160
	Iteration 49Q: 3 clusters Score -1.889181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18891834.000000 Penalty: 5803.764160
	Iteration 50Q: 3 clusters Score -1.889183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18891832.000000 Penalty: 5803.764160
	Iteration 51Q: 3 clusters Score -1.889183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18891818.000000 Penalty: 5803.764160
	Iteration 52Q: 3 clusters Score -1.889182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18891838.000000 Penalty: 5803.764160
	Iteration 53Q: 3 clusters Score -1.889184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18891834.000000 Penalty: 5803.764160
	Iteration 54Q: 3 clusters Score -1.889183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18891824.000000 Penalty: 5803.764160
	Iteration 55Q: 3 clusters Score -1.889182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18891824.000000 Penalty: 5803.764160
	Iteration 56F: 3 clusters Score -1.889182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -939257.562500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -939257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -933866.250000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -933866.2 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -935426.875000 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -935426.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -935860.687500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -935860.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -936227.250000 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -936227.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -936540.750000 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -936540.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -936780.187500 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -936780.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -936946.125000 Penalty: 4341.594238
	Iteration 6Q: 3 clusters Score -936946.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -937071.312500 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -937071.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -937168.937500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -937168.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -937252.687500 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -937252.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -937327.937500 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -937327.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -937379.437500 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -937379.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -937422.875000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -937422.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -937457.750000 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -937457.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -937496.937500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -937496.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -937532.937500 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -937532.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -937562.062500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -937562.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -937589.562500 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -937589.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -937619.687500 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -937619.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -937645.500000 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -937645.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -937662.000000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -937662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -937677.375000 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -937677.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -937695.000000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -937695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -937709.750000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -937709.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -937720.562500 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -937720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -937726.687500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -937726.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -937732.750000 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -937732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -937736.437500 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -937736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -937737.750000 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -937737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -937739.562500 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -937739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -937743.500000 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -937743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -937748.812500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -937748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -937748.000000 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -937748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -937748.500000 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -937748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -937749.187500 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -937749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -937751.625000 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -937751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -937753.187500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -937753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -937757.687500 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -937757.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -937764.125000 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -937764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -937763.375000 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -937763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -937763.375000 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -937763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Entering Unmasked Estep 
Score: -8804956.000000 Penalty: 2713.742188
	Iteration 0F: 2 clusters Score -8804956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -8766984.000000 Penalty: 5427.484375
	Iteration 0F: 3 clusters Score -8766984 nChanged 26283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8781861.000000 Penalty: 5427.484375
	Iteration 1F: 3 clusters Score -8781861 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -8782763.000000 Penalty: 5427.484375
	Iteration 2Q: 3 clusters Score -8782763 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8783810.000000 Penalty: 5427.484375
	Iteration 3Q: 3 clusters Score -8783810 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8785151.000000 Penalty: 5427.484375
	Iteration 4Q: 3 clusters Score -8785151 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8786937.000000 Penalty: 5427.484375
	Iteration 5F: 3 clusters Score -8786937 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8789060.000000 Penalty: 5427.484375
	Iteration 6F: 3 clusters Score -8789060 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8791255.000000 Penalty: 5427.484375
	Iteration 7F: 3 clusters Score -8791255 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -8793301.000000 Penalty: 5427.484375
	Iteration 8F: 3 clusters Score -8793301 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -8795011.000000 Penalty: 5427.484375
	Iteration 9F: 3 clusters Score -8795011 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -8796410.000000 Penalty: 5427.484375
	Iteration 10Q: 3 clusters Score -8796410 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -8797616.000000 Penalty: 5427.484375
	Iteration 11Q: 3 clusters Score -8797616 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -8798726.000000 Penalty: 5427.484375
	Iteration 12Q: 3 clusters Score -8798726 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -8799750.000000 Penalty: 5427.484375
	Iteration 13Q: 3 clusters Score -8799750 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -8800632.000000 Penalty: 5427.484375
	Iteration 14Q: 3 clusters Score -8800632 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8801375.000000 Penalty: 5427.484375
	Iteration 15Q: 3 clusters Score -8801375 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -8801877.000000 Penalty: 5427.484375
	Iteration 16Q: 3 clusters Score -8801877 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8802272.000000 Penalty: 5427.484375
	Iteration 17Q: 3 clusters Score -8802272 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8802559.000000 Penalty: 5427.484375
	Iteration 18Q: 3 clusters Score -8802559 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8802755.000000 Penalty: 5427.484375
	Iteration 19Q: 3 clusters Score -8802755 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8802906.000000 Penalty: 5427.484375
	Iteration 20F: 3 clusters Score -8802906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8803014.000000 Penalty: 5427.484375
	Iteration 21Q: 3 clusters Score -8803014 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8803061.000000 Penalty: 5427.484375
	Iteration 22Q: 3 clusters Score -8803061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8803105.000000 Penalty: 5427.484375
	Iteration 23Q: 3 clusters Score -8803105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8803139.000000 Penalty: 5427.484375
	Iteration 24Q: 3 clusters Score -8803139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8803170.000000 Penalty: 5427.484375
	Iteration 25Q: 3 clusters Score -8803170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8803188.000000 Penalty: 5427.484375
	Iteration 26Q: 3 clusters Score -8803188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8803233.000000 Penalty: 5427.484375
	Iteration 27Q: 3 clusters Score -8803233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8803232.000000 Penalty: 5427.484375
	Iteration 28Q: 3 clusters Score -8803232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8803243.000000 Penalty: 5427.484375
	Iteration 29Q: 3 clusters Score -8803243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8803242.000000 Penalty: 5427.484375
	Iteration 30Q: 3 clusters Score -8803242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8803259.000000 Penalty: 5427.484375
	Iteration 31Q: 3 clusters Score -8803259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8803266.000000 Penalty: 5427.484375
	Iteration 32Q: 3 clusters Score -8803266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8803271.000000 Penalty: 5427.484375
	Iteration 33Q: 3 clusters Score -8803271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8803288.000000 Penalty: 5427.484375
	Iteration 34Q: 3 clusters Score -8803288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8803297.000000 Penalty: 5427.484375
	Iteration 35Q: 3 clusters Score -8803297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8803297.000000 Penalty: 5427.484375
	Iteration 36Q: 3 clusters Score -8803297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8803314.000000 Penalty: 5427.484375
	Iteration 37Q: 3 clusters Score -8803314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8803311.000000 Penalty: 5427.484375
	Iteration 38Q: 3 clusters Score -8803311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8803324.000000 Penalty: 5427.484375
	Iteration 39Q: 3 clusters Score -8803324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8803323.000000 Penalty: 5427.484375
	Iteration 40F: 3 clusters Score -8803323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8803328.000000 Penalty: 5427.484375
	Iteration 41Q: 3 clusters Score -8803328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8803329.000000 Penalty: 5427.484375
	Iteration 42Q: 3 clusters Score -8803329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8803329.000000 Penalty: 5427.484375
	Iteration 43Q: 3 clusters Score -8803329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8803330.000000 Penalty: 5427.484375
	Iteration 44Q: 3 clusters Score -8803330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8803329.000000 Penalty: 5427.484375
	Iteration 45Q: 3 clusters Score -8803329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8803336.000000 Penalty: 5427.484375
	Iteration 46Q: 3 clusters Score -8803336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8803331.000000 Penalty: 5427.484375
	Iteration 47Q: 3 clusters Score -8803331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8803330.000000 Penalty: 5427.484375
	Iteration 48Q: 3 clusters Score -8803330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8803339.000000 Penalty: 5427.484375
	Iteration 49Q: 3 clusters Score -8803339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8803340.000000 Penalty: 5427.484375
	Iteration 50Q: 3 clusters Score -8803340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8803347.000000 Penalty: 5427.484375
	Iteration 51Q: 3 clusters Score -8803347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8803347.000000 Penalty: 5427.484375
	Iteration 52F: 3 clusters Score -8803347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -1615869.875000 Penalty: 2306.082031
	Iteration 0F: 2 clusters Score -1615870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1607590.625000 Penalty: 4612.164062
	Iteration 0F: 3 clusters Score -1607591 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1610135.250000 Penalty: 4612.164062
	Iteration 1F: 3 clusters Score -1610135 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1610678.500000 Penalty: 4612.164062
	Iteration 2F: 3 clusters Score -1610678 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1611162.125000 Penalty: 4612.164062
	Iteration 3F: 3 clusters Score -1611162 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1611603.375000 Penalty: 4612.164062
	Iteration 4F: 3 clusters Score -1611603 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1611940.750000 Penalty: 4612.164062
	Iteration 5F: 3 clusters Score -1611941 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1612246.125000 Penalty: 4612.164062
	Iteration 6Q: 3 clusters Score -1612246 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1612545.500000 Penalty: 4612.164062
	Iteration 7Q: 3 clusters Score -1612546 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1612836.875000 Penalty: 4612.164062
	Iteration 8Q: 3 clusters Score -1612837 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1613120.625000 Penalty: 4612.164062
	Iteration 9Q: 3 clusters Score -1613121 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1613444.125000 Penalty: 4612.164062
	Iteration 10Q: 3 clusters Score -1613444 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1613732.500000 Penalty: 4612.164062
	Iteration 11Q: 3 clusters Score -1613732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1613964.500000 Penalty: 4612.164062
	Iteration 12Q: 3 clusters Score -1613964 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1614132.000000 Penalty: 4612.164062
	Iteration 13Q: 3 clusters Score -1614132 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1614225.875000 Penalty: 4612.164062
	Iteration 14Q: 3 clusters Score -1614226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1614297.750000 Penalty: 4612.164062
	Iteration 15Q: 3 clusters Score -1614298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1614354.500000 Penalty: 4612.164062
	Iteration 16Q: 3 clusters Score -1614354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1614398.000000 Penalty: 4612.164062
	Iteration 17Q: 3 clusters Score -1614398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1614426.875000 Penalty: 4612.164062
	Iteration 18Q: 3 clusters Score -1614427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1614448.625000 Penalty: 4612.164062
	Iteration 19Q: 3 clusters Score -1614449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1614478.125000 Penalty: 4612.164062
	Iteration 20F: 3 clusters Score -1614478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1614513.125000 Penalty: 4612.164062
	Iteration 21Q: 3 clusters Score -1614513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1614565.750000 Penalty: 4612.164062
	Iteration 22Q: 3 clusters Score -1614566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1614624.875000 Penalty: 4612.164062
	Iteration 23Q: 3 clusters Score -1614625 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1614662.875000 Penalty: 4612.164062
	Iteration 24Q: 3 clusters Score -1614663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1614693.500000 Penalty: 4612.164062
	Iteration 25Q: 3 clusters Score -1614694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1614720.875000 Penalty: 4612.164062
	Iteration 26Q: 3 clusters Score -1614721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1614732.125000 Penalty: 4612.164062
	Iteration 27Q: 3 clusters Score -1614732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1614747.375000 Penalty: 4612.164062
	Iteration 28Q: 3 clusters Score -1614747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1614755.125000 Penalty: 4612.164062
	Iteration 29Q: 3 clusters Score -1614755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1614764.000000 Penalty: 4612.164062
	Iteration 30Q: 3 clusters Score -1614764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1614768.000000 Penalty: 4612.164062
	Iteration 31Q: 3 clusters Score -1614768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1614767.750000 Penalty: 4612.164062
	Iteration 32Q: 3 clusters Score -1614768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1614773.125000 Penalty: 4612.164062
	Iteration 33Q: 3 clusters Score -1614773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1614775.125000 Penalty: 4612.164062
	Iteration 34Q: 3 clusters Score -1614775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1614779.375000 Penalty: 4612.164062
	Iteration 35Q: 3 clusters Score -1614779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1614781.500000 Penalty: 4612.164062
	Iteration 36Q: 3 clusters Score -1614782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1614786.125000 Penalty: 4612.164062
	Iteration 37Q: 3 clusters Score -1614786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1614787.625000 Penalty: 4612.164062
	Iteration 38Q: 3 clusters Score -1614788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1614788.750000 Penalty: 4612.164062
	Iteration 39Q: 3 clusters Score -1614789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1614791.500000 Penalty: 4612.164062
	Iteration 40F: 3 clusters Score -1614792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1614791.125000 Penalty: 4612.164062
	Iteration 41Q: 3 clusters Score -1614791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1614790.750000 Penalty: 4612.164062
	Iteration 42Q: 3 clusters Score -1614791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1614788.500000 Penalty: 4612.164062
	Iteration 43Q: 3 clusters Score -1614788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1614787.000000 Penalty: 4612.164062
	Iteration 44Q: 3 clusters Score -1614787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1614786.375000 Penalty: 4612.164062
	Iteration 45Q: 3 clusters Score -1614786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1614786.375000 Penalty: 4612.164062
	Iteration 46F: 3 clusters Score -1614786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -1141941.000000 Penalty: 2218.216064
	Iteration 0F: 2 clusters Score -1141941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1135773.500000 Penalty: 4436.432129
	Iteration 0F: 3 clusters Score -1135774 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1137614.375000 Penalty: 4436.432129
	Iteration 1F: 3 clusters Score -1137614 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1138166.250000 Penalty: 4436.432129
	Iteration 2F: 3 clusters Score -1138166 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1138655.625000 Penalty: 4436.432129
	Iteration 3F: 3 clusters Score -1138656 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1139162.875000 Penalty: 4436.432129
	Iteration 4F: 3 clusters Score -1139163 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1139638.375000 Penalty: 4436.432129
	Iteration 5F: 3 clusters Score -1139638 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1140023.000000 Penalty: 4436.432129
	Iteration 6F: 3 clusters Score -1140023 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1140368.875000 Penalty: 4436.432129
	Iteration 7F: 3 clusters Score -1140369 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1140581.000000 Penalty: 4436.432129
	Iteration 8Q: 3 clusters Score -1140581 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1140718.625000 Penalty: 4436.432129
	Iteration 9Q: 3 clusters Score -1140719 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1140818.750000 Penalty: 4436.432129
	Iteration 10Q: 3 clusters Score -1140819 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1140874.250000 Penalty: 4436.432129
	Iteration 11Q: 3 clusters Score -1140874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1140920.625000 Penalty: 4436.432129
	Iteration 12Q: 3 clusters Score -1140921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1140949.625000 Penalty: 4436.432129
	Iteration 13Q: 3 clusters Score -1140950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1140976.750000 Penalty: 4436.432129
	Iteration 14Q: 3 clusters Score -1140977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1141004.375000 Penalty: 4436.432129
	Iteration 15Q: 3 clusters Score -1141004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1141028.375000 Penalty: 4436.432129
	Iteration 16Q: 3 clusters Score -1141028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1141051.750000 Penalty: 4436.432129
	Iteration 17Q: 3 clusters Score -1141052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1141077.000000 Penalty: 4436.432129
	Iteration 18Q: 3 clusters Score -1141077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1141096.000000 Penalty: 4436.432129
	Iteration 19Q: 3 clusters Score -1141096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1141108.000000 Penalty: 4436.432129
	Iteration 20F: 3 clusters Score -1141108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1141118.625000 Penalty: 4436.432129
	Iteration 21Q: 3 clusters Score -1141119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1141132.500000 Penalty: 4436.432129
	Iteration 22Q: 3 clusters Score -1141132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1141136.750000 Penalty: 4436.432129
	Iteration 23Q: 3 clusters Score -1141137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1141143.625000 Penalty: 4436.432129
	Iteration 24Q: 3 clusters Score -1141144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1141150.250000 Penalty: 4436.432129
	Iteration 25Q: 3 clusters Score -1141150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1141154.625000 Penalty: 4436.432129
	Iteration 26Q: 3 clusters Score -1141155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1141156.750000 Penalty: 4436.432129
	Iteration 27Q: 3 clusters Score -1141157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1141157.250000 Penalty: 4436.432129
	Iteration 28Q: 3 clusters Score -1141157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1141157.750000 Penalty: 4436.432129
	Iteration 29Q: 3 clusters Score -1141158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1141157.875000 Penalty: 4436.432129
	Iteration 30Q: 3 clusters Score -1141158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1141155.500000 Penalty: 4436.432129
	Iteration 31Q: 3 clusters Score -1141156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1141159.125000 Penalty: 4436.432129
	Iteration 32Q: 3 clusters Score -1141159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1141157.875000 Penalty: 4436.432129
	Iteration 33Q: 3 clusters Score -1141158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1141159.375000 Penalty: 4436.432129
	Iteration 34Q: 3 clusters Score -1141159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1141159.375000 Penalty: 4436.432129
	Iteration 35Q: 3 clusters Score -1141159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1141162.875000 Penalty: 4436.432129
	Iteration 36Q: 3 clusters Score -1141163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1141163.000000 Penalty: 4436.432129
	Iteration 37Q: 3 clusters Score -1141163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1141163.000000 Penalty: 4436.432129
	Iteration 38F: 3 clusters Score -1141163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -170206.312500 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -170206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -168180.062500 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -168180.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168510.062500 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -168510.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -168658.343750 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -168658.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -168734.359375 Penalty: 3493.840332
	Iteration 3Q: 3 clusters Score -168734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168790.671875 Penalty: 3493.840332
	Iteration 4Q: 3 clusters Score -168790.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -168832.750000 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -168832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -168873.609375 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -168873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -168920.281250 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -168920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -168959.250000 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -168959.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -168993.171875 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -168993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -169007.781250 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -169007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -169013.093750 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -169013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -169017.328125 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -169017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -169021.109375 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -169021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -169030.062500 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -169030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -169031.515625 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -169031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -169031.781250 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -169031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -169031.781250 Penalty: 3493.840332
	Iteration 17F: 3 clusters Score -169031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Entering Unmasked Estep 
Score: -3024144.500000 Penalty: 2447.036377
	Iteration 0F: 2 clusters Score -3024144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3010459.000000 Penalty: 4894.072754
	Iteration 0F: 3 clusters Score -3010459 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3015094.500000 Penalty: 4894.072754
	Iteration 1F: 3 clusters Score -3015094 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3015582.000000 Penalty: 4894.072754
	Iteration 2F: 3 clusters Score -3015582 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3016044.750000 Penalty: 4894.072754
	Iteration 3F: 3 clusters Score -3016045 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3016538.250000 Penalty: 4894.072754
	Iteration 4F: 3 clusters Score -3016538 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3016993.000000 Penalty: 4894.072754
	Iteration 5F: 3 clusters Score -3016993 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3017399.250000 Penalty: 4894.072754
	Iteration 6Q: 3 clusters Score -3017399 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3017733.500000 Penalty: 4894.072754
	Iteration 7Q: 3 clusters Score -3017734 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3018010.750000 Penalty: 4894.072754
	Iteration 8Q: 3 clusters Score -3018011 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3018227.500000 Penalty: 4894.072754
	Iteration 9Q: 3 clusters Score -3018228 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3018397.500000 Penalty: 4894.072754
	Iteration 10Q: 3 clusters Score -3018398 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3018536.250000 Penalty: 4894.072754
	Iteration 11Q: 3 clusters Score -3018536 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3018629.000000 Penalty: 4894.072754
	Iteration 12Q: 3 clusters Score -3018629 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3018700.750000 Penalty: 4894.072754
	Iteration 13Q: 3 clusters Score -3018701 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3018764.250000 Penalty: 4894.072754
	Iteration 14Q: 3 clusters Score -3018764 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3018827.750000 Penalty: 4894.072754
	Iteration 15Q: 3 clusters Score -3018828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3018875.000000 Penalty: 4894.072754
	Iteration 16Q: 3 clusters Score -3018875 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3018932.000000 Penalty: 4894.072754
	Iteration 17Q: 3 clusters Score -3018932 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3018986.000000 Penalty: 4894.072754
	Iteration 18Q: 3 clusters Score -3018986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3019018.500000 Penalty: 4894.072754
	Iteration 19Q: 3 clusters Score -3019018 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3019047.000000 Penalty: 4894.072754
	Iteration 20F: 3 clusters Score -3019047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3019085.250000 Penalty: 4894.072754
	Iteration 21Q: 3 clusters Score -3019085 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3019109.000000 Penalty: 4894.072754
	Iteration 22Q: 3 clusters Score -3019109 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3019143.250000 Penalty: 4894.072754
	Iteration 23Q: 3 clusters Score -3019143 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3019165.750000 Penalty: 4894.072754
	Iteration 24Q: 3 clusters Score -3019166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3019206.750000 Penalty: 4894.072754
	Iteration 25Q: 3 clusters Score -3019207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3019237.000000 Penalty: 4894.072754
	Iteration 26Q: 3 clusters Score -3019237 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3019301.750000 Penalty: 4894.072754
	Iteration 27Q: 3 clusters Score -3019302 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3019385.250000 Penalty: 4894.072754
	Iteration 28Q: 3 clusters Score -3019385 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3019487.250000 Penalty: 4894.072754
	Iteration 29Q: 3 clusters Score -3019487 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3019574.500000 Penalty: 4894.072754
	Iteration 30Q: 3 clusters Score -3019574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3019657.000000 Penalty: 4894.072754
	Iteration 31Q: 3 clusters Score -3019657 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3019743.250000 Penalty: 4894.072754
	Iteration 32Q: 3 clusters Score -3019743 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3019814.250000 Penalty: 4894.072754
	Iteration 33Q: 3 clusters Score -3019814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3019877.500000 Penalty: 4894.072754
	Iteration 34Q: 3 clusters Score -3019878 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3019934.750000 Penalty: 4894.072754
	Iteration 35Q: 3 clusters Score -3019935 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3019988.750000 Penalty: 4894.072754
	Iteration 36Q: 3 clusters Score -3019989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3020014.250000 Penalty: 4894.072754
	Iteration 37Q: 3 clusters Score -3020014 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3020067.500000 Penalty: 4894.072754
	Iteration 38Q: 3 clusters Score -3020068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3020117.250000 Penalty: 4894.072754
	Iteration 39Q: 3 clusters Score -3020117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3020156.000000 Penalty: 4894.072754
	Iteration 40F: 3 clusters Score -3020156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3020190.000000 Penalty: 4894.072754
	Iteration 41Q: 3 clusters Score -3020190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3020219.000000 Penalty: 4894.072754
	Iteration 42Q: 3 clusters Score -3020219 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3020248.250000 Penalty: 4894.072754
	Iteration 43Q: 3 clusters Score -3020248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3020303.750000 Penalty: 4894.072754
	Iteration 44Q: 3 clusters Score -3020304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3020334.000000 Penalty: 4894.072754
	Iteration 45Q: 3 clusters Score -3020334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3020383.750000 Penalty: 4894.072754
	Iteration 46Q: 3 clusters Score -3020384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3020430.500000 Penalty: 4894.072754
	Iteration 47Q: 3 clusters Score -3020430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3020459.250000 Penalty: 4894.072754
	Iteration 48Q: 3 clusters Score -3020459 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3020505.000000 Penalty: 4894.072754
	Iteration 49Q: 3 clusters Score -3020505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3020528.750000 Penalty: 4894.072754
	Iteration 50Q: 3 clusters Score -3020529 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3020558.250000 Penalty: 4894.072754
	Iteration 51Q: 3 clusters Score -3020558 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3020600.500000 Penalty: 4894.072754
	Iteration 52Q: 3 clusters Score -3020600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3020633.250000 Penalty: 4894.072754
	Iteration 53Q: 3 clusters Score -3020633 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3020683.250000 Penalty: 4894.072754
	Iteration 54Q: 3 clusters Score -3020683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3020717.250000 Penalty: 4894.072754
	Iteration 55Q: 3 clusters Score -3020717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3020748.500000 Penalty: 4894.072754
	Iteration 56Q: 3 clusters Score -3020748 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3020796.250000 Penalty: 4894.072754
	Iteration 57Q: 3 clusters Score -3020796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3020828.000000 Penalty: 4894.072754
	Iteration 58Q: 3 clusters Score -3020828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3020863.750000 Penalty: 4894.072754
	Iteration 59Q: 3 clusters Score -3020864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3020893.250000 Penalty: 4894.072754
	Iteration 60F: 3 clusters Score -3020893 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3020925.000000 Penalty: 4894.072754
	Iteration 61Q: 3 clusters Score -3020925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3020944.500000 Penalty: 4894.072754
	Iteration 62Q: 3 clusters Score -3020944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3020970.000000 Penalty: 4894.072754
	Iteration 63Q: 3 clusters Score -3020970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3021010.500000 Penalty: 4894.072754
	Iteration 64Q: 3 clusters Score -3021010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3021024.000000 Penalty: 4894.072754
	Iteration 65Q: 3 clusters Score -3021024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3021041.000000 Penalty: 4894.072754
	Iteration 66Q: 3 clusters Score -3021041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3021051.000000 Penalty: 4894.072754
	Iteration 67Q: 3 clusters Score -3021051 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3021083.750000 Penalty: 4894.072754
	Iteration 68Q: 3 clusters Score -3021084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3021097.750000 Penalty: 4894.072754
	Iteration 69Q: 3 clusters Score -3021098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3021102.750000 Penalty: 4894.072754
	Iteration 70Q: 3 clusters Score -3021103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3021126.500000 Penalty: 4894.072754
	Iteration 71Q: 3 clusters Score -3021126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3021140.250000 Penalty: 4894.072754
	Iteration 72Q: 3 clusters Score -3021140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3021141.500000 Penalty: 4894.072754
	Iteration 73Q: 3 clusters Score -3021142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3021155.000000 Penalty: 4894.072754
	Iteration 74Q: 3 clusters Score -3021155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3021183.250000 Penalty: 4894.072754
	Iteration 75Q: 3 clusters Score -3021183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3021189.000000 Penalty: 4894.072754
	Iteration 76Q: 3 clusters Score -3021189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3021200.750000 Penalty: 4894.072754
	Iteration 77Q: 3 clusters Score -3021201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3021210.250000 Penalty: 4894.072754
	Iteration 78Q: 3 clusters Score -3021210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3021222.250000 Penalty: 4894.072754
	Iteration 79Q: 3 clusters Score -3021222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3021233.500000 Penalty: 4894.072754
	Iteration 80F: 3 clusters Score -3021234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3021236.750000 Penalty: 4894.072754
	Iteration 81Q: 3 clusters Score -3021237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3021250.000000 Penalty: 4894.072754
	Iteration 82Q: 3 clusters Score -3021250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3021268.500000 Penalty: 4894.072754
	Iteration 83Q: 3 clusters Score -3021268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3021270.250000 Penalty: 4894.072754
	Iteration 84Q: 3 clusters Score -3021270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3021279.500000 Penalty: 4894.072754
	Iteration 85Q: 3 clusters Score -3021280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3021286.000000 Penalty: 4894.072754
	Iteration 86Q: 3 clusters Score -3021286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3021296.500000 Penalty: 4894.072754
	Iteration 87Q: 3 clusters Score -3021296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3021309.750000 Penalty: 4894.072754
	Iteration 88Q: 3 clusters Score -3021310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3021314.750000 Penalty: 4894.072754
	Iteration 89Q: 3 clusters Score -3021315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3021313.750000 Penalty: 4894.072754
	Iteration 90Q: 3 clusters Score -3021314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3021312.250000 Penalty: 4894.072754
	Iteration 91Q: 3 clusters Score -3021312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3021313.250000 Penalty: 4894.072754
	Iteration 92Q: 3 clusters Score -3021313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3021317.500000 Penalty: 4894.072754
	Iteration 93Q: 3 clusters Score -3021318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3021320.750000 Penalty: 4894.072754
	Iteration 94Q: 3 clusters Score -3021321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3021323.250000 Penalty: 4894.072754
	Iteration 95Q: 3 clusters Score -3021323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3021324.750000 Penalty: 4894.072754
	Iteration 96Q: 3 clusters Score -3021325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3021321.750000 Penalty: 4894.072754
	Iteration 97Q: 3 clusters Score -3021322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3021323.500000 Penalty: 4894.072754
	Iteration 98Q: 3 clusters Score -3021324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3021326.500000 Penalty: 4894.072754
	Iteration 99Q: 3 clusters Score -3021326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3021327.500000 Penalty: 4894.072754
	Iteration 100F: 3 clusters Score -3021328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3021338.000000 Penalty: 4894.072754
	Iteration 101Q: 3 clusters Score -3021338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3021337.500000 Penalty: 4894.072754
	Iteration 102Q: 3 clusters Score -3021338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3021341.750000 Penalty: 4894.072754
	Iteration 103Q: 3 clusters Score -3021342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3021352.750000 Penalty: 4894.072754
	Iteration 104Q: 3 clusters Score -3021353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3021353.250000 Penalty: 4894.072754
	Iteration 105Q: 3 clusters Score -3021353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3021370.250000 Penalty: 4894.072754
	Iteration 106Q: 3 clusters Score -3021370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3021381.250000 Penalty: 4894.072754
	Iteration 107Q: 3 clusters Score -3021381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3021390.000000 Penalty: 4894.072754
	Iteration 108Q: 3 clusters Score -3021390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3021397.500000 Penalty: 4894.072754
	Iteration 109Q: 3 clusters Score -3021398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3021408.000000 Penalty: 4894.072754
	Iteration 110Q: 3 clusters Score -3021408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3021421.750000 Penalty: 4894.072754
	Iteration 111Q: 3 clusters Score -3021422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3021426.750000 Penalty: 4894.072754
	Iteration 112Q: 3 clusters Score -3021427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3021432.750000 Penalty: 4894.072754
	Iteration 113Q: 3 clusters Score -3021433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3021439.750000 Penalty: 4894.072754
	Iteration 114Q: 3 clusters Score -3021440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3021443.250000 Penalty: 4894.072754
	Iteration 115Q: 3 clusters Score -3021443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3021451.000000 Penalty: 4894.072754
	Iteration 116Q: 3 clusters Score -3021451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3021454.000000 Penalty: 4894.072754
	Iteration 117Q: 3 clusters Score -3021454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3021464.750000 Penalty: 4894.072754
	Iteration 118Q: 3 clusters Score -3021465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3021465.000000 Penalty: 4894.072754
	Iteration 119Q: 3 clusters Score -3021465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3021465.500000 Penalty: 4894.072754
	Iteration 120F: 3 clusters Score -3021466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3021470.500000 Penalty: 4894.072754
	Iteration 121Q: 3 clusters Score -3021470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3021473.500000 Penalty: 4894.072754
	Iteration 122Q: 3 clusters Score -3021474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3021474.500000 Penalty: 4894.072754
	Iteration 123Q: 3 clusters Score -3021474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3021474.500000 Penalty: 4894.072754
	Iteration 124Q: 3 clusters Score -3021474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3021479.750000 Penalty: 4894.072754
	Iteration 125Q: 3 clusters Score -3021480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3021479.500000 Penalty: 4894.072754
	Iteration 126Q: 3 clusters Score -3021480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3021479.250000 Penalty: 4894.072754
	Iteration 127Q: 3 clusters Score -3021479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3021479.000000 Penalty: 4894.072754
	Iteration 128Q: 3 clusters Score -3021479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3021484.000000 Penalty: 4894.072754
	Iteration 129Q: 3 clusters Score -3021484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3021486.000000 Penalty: 4894.072754
	Iteration 130Q: 3 clusters Score -3021486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3021484.250000 Penalty: 4894.072754
	Iteration 131Q: 3 clusters Score -3021484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3021483.250000 Penalty: 4894.072754
	Iteration 132Q: 3 clusters Score -3021483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3021490.500000 Penalty: 4894.072754
	Iteration 133Q: 3 clusters Score -3021490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3021494.250000 Penalty: 4894.072754
	Iteration 134Q: 3 clusters Score -3021494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3021493.500000 Penalty: 4894.072754
	Iteration 135Q: 3 clusters Score -3021494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3021499.500000 Penalty: 4894.072754
	Iteration 136Q: 3 clusters Score -3021500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3021504.000000 Penalty: 4894.072754
	Iteration 137Q: 3 clusters Score -3021504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3021501.500000 Penalty: 4894.072754
	Iteration 138Q: 3 clusters Score -3021502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3021507.250000 Penalty: 4894.072754
	Iteration 139Q: 3 clusters Score -3021507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3021510.000000 Penalty: 4894.072754
	Iteration 140F: 3 clusters Score -3021510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3021514.750000 Penalty: 4894.072754
	Iteration 141Q: 3 clusters Score -3021515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3021517.750000 Penalty: 4894.072754
	Iteration 142Q: 3 clusters Score -3021518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3021522.000000 Penalty: 4894.072754
	Iteration 143Q: 3 clusters Score -3021522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3021527.000000 Penalty: 4894.072754
	Iteration 144Q: 3 clusters Score -3021527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3021518.250000 Penalty: 4894.072754
	Iteration 145Q: 3 clusters Score -3021518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3021523.750000 Penalty: 4894.072754
	Iteration 146Q: 3 clusters Score -3021524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3021529.000000 Penalty: 4894.072754
	Iteration 147Q: 3 clusters Score -3021529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3021531.750000 Penalty: 4894.072754
	Iteration 148Q: 3 clusters Score -3021532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3021535.750000 Penalty: 4894.072754
	Iteration 149Q: 3 clusters Score -3021536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3021540.500000 Penalty: 4894.072754
	Iteration 150Q: 3 clusters Score -3021540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3021543.250000 Penalty: 4894.072754
	Iteration 151Q: 3 clusters Score -3021543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3021548.000000 Penalty: 4894.072754
	Iteration 152Q: 3 clusters Score -3021548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3021550.500000 Penalty: 4894.072754
	Iteration 153Q: 3 clusters Score -3021550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3021553.000000 Penalty: 4894.072754
	Iteration 154Q: 3 clusters Score -3021553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3021553.250000 Penalty: 4894.072754
	Iteration 155Q: 3 clusters Score -3021553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3021559.000000 Penalty: 4894.072754
	Iteration 156Q: 3 clusters Score -3021559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3021561.250000 Penalty: 4894.072754
	Iteration 157Q: 3 clusters Score -3021561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3021565.000000 Penalty: 4894.072754
	Iteration 158Q: 3 clusters Score -3021565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3021571.750000 Penalty: 4894.072754
	Iteration 159Q: 3 clusters Score -3021572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3021572.500000 Penalty: 4894.072754
	Iteration 160F: 3 clusters Score -3021572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3021578.500000 Penalty: 4894.072754
	Iteration 161Q: 3 clusters Score -3021578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3021580.000000 Penalty: 4894.072754
	Iteration 162Q: 3 clusters Score -3021580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3021584.500000 Penalty: 4894.072754
	Iteration 163Q: 3 clusters Score -3021584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3021584.250000 Penalty: 4894.072754
	Iteration 164Q: 3 clusters Score -3021584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3021582.750000 Penalty: 4894.072754
	Iteration 165Q: 3 clusters Score -3021583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3021587.000000 Penalty: 4894.072754
	Iteration 166Q: 3 clusters Score -3021587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3021597.750000 Penalty: 4894.072754
	Iteration 167Q: 3 clusters Score -3021598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3021606.250000 Penalty: 4894.072754
	Iteration 168Q: 3 clusters Score -3021606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3021619.000000 Penalty: 4894.072754
	Iteration 169Q: 3 clusters Score -3021619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3021620.750000 Penalty: 4894.072754
	Iteration 170Q: 3 clusters Score -3021621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3021624.000000 Penalty: 4894.072754
	Iteration 171Q: 3 clusters Score -3021624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3021625.500000 Penalty: 4894.072754
	Iteration 172Q: 3 clusters Score -3021626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3021634.250000 Penalty: 4894.072754
	Iteration 173Q: 3 clusters Score -3021634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3021641.500000 Penalty: 4894.072754
	Iteration 174Q: 3 clusters Score -3021642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3021657.750000 Penalty: 4894.072754
	Iteration 175Q: 3 clusters Score -3021658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3021676.000000 Penalty: 4894.072754
	Iteration 176Q: 3 clusters Score -3021676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3021684.250000 Penalty: 4894.072754
	Iteration 177Q: 3 clusters Score -3021684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3021691.000000 Penalty: 4894.072754
	Iteration 178Q: 3 clusters Score -3021691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3021698.000000 Penalty: 4894.072754
	Iteration 179Q: 3 clusters Score -3021698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3021704.500000 Penalty: 4894.072754
	Iteration 180F: 3 clusters Score -3021704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3021715.000000 Penalty: 4894.072754
	Iteration 181Q: 3 clusters Score -3021715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3021719.500000 Penalty: 4894.072754
	Iteration 182Q: 3 clusters Score -3021720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3021733.000000 Penalty: 4894.072754
	Iteration 183Q: 3 clusters Score -3021733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3021732.250000 Penalty: 4894.072754
	Iteration 184Q: 3 clusters Score -3021732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3021738.750000 Penalty: 4894.072754
	Iteration 185Q: 3 clusters Score -3021739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3021749.500000 Penalty: 4894.072754
	Iteration 186Q: 3 clusters Score -3021750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3021745.500000 Penalty: 4894.072754
	Iteration 187Q: 3 clusters Score -3021746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3021755.500000 Penalty: 4894.072754
	Iteration 188Q: 3 clusters Score -3021756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3021756.000000 Penalty: 4894.072754
	Iteration 189Q: 3 clusters Score -3021756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3021761.750000 Penalty: 4894.072754
	Iteration 190Q: 3 clusters Score -3021762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3021763.500000 Penalty: 4894.072754
	Iteration 191Q: 3 clusters Score -3021764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3021765.250000 Penalty: 4894.072754
	Iteration 192Q: 3 clusters Score -3021765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3021766.250000 Penalty: 4894.072754
	Iteration 193Q: 3 clusters Score -3021766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3021772.000000 Penalty: 4894.072754
	Iteration 194Q: 3 clusters Score -3021772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3021772.500000 Penalty: 4894.072754
	Iteration 195Q: 3 clusters Score -3021772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3021771.500000 Penalty: 4894.072754
	Iteration 196Q: 3 clusters Score -3021772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3021774.750000 Penalty: 4894.072754
	Iteration 197Q: 3 clusters Score -3021775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3021776.500000 Penalty: 4894.072754
	Iteration 198Q: 3 clusters Score -3021776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3021775.500000 Penalty: 4894.072754
	Iteration 199Q: 3 clusters Score -3021776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3021783.500000 Penalty: 4894.072754
	Iteration 200F: 3 clusters Score -3021784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3021787.250000 Penalty: 4894.072754
	Iteration 201Q: 3 clusters Score -3021787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3021790.750000 Penalty: 4894.072754
	Iteration 202Q: 3 clusters Score -3021791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3021796.250000 Penalty: 4894.072754
	Iteration 203Q: 3 clusters Score -3021796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3021799.250000 Penalty: 4894.072754
	Iteration 204Q: 3 clusters Score -3021799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3021802.750000 Penalty: 4894.072754
	Iteration 205Q: 3 clusters Score -3021803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3021805.750000 Penalty: 4894.072754
	Iteration 206Q: 3 clusters Score -3021806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3021810.750000 Penalty: 4894.072754
	Iteration 207Q: 3 clusters Score -3021811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3021811.000000 Penalty: 4894.072754
	Iteration 208Q: 3 clusters Score -3021811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3021815.250000 Penalty: 4894.072754
	Iteration 209Q: 3 clusters Score -3021815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3021815.250000 Penalty: 4894.072754
	Iteration 210Q: 3 clusters Score -3021815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3021816.250000 Penalty: 4894.072754
	Iteration 211Q: 3 clusters Score -3021816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3021817.000000 Penalty: 4894.072754
	Iteration 212Q: 3 clusters Score -3021817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3021815.000000 Penalty: 4894.072754
	Iteration 213Q: 3 clusters Score -3021815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3021815.250000 Penalty: 4894.072754
	Iteration 214Q: 3 clusters Score -3021815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3021818.000000 Penalty: 4894.072754
	Iteration 215Q: 3 clusters Score -3021818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3021817.250000 Penalty: 4894.072754
	Iteration 216Q: 3 clusters Score -3021817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3021817.250000 Penalty: 4894.072754
	Iteration 217F: 3 clusters Score -3021817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1591289.625000 Penalty: 2301.268066
	Iteration 0F: 2 clusters Score -1591290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1583166.625000 Penalty: 4602.536133
	Iteration 0F: 3 clusters Score -1583167 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1585754.500000 Penalty: 4602.536133
	Iteration 1F: 3 clusters Score -1585754 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1586198.750000 Penalty: 4602.536133
	Iteration 2F: 3 clusters Score -1586199 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1586663.750000 Penalty: 4602.536133
	Iteration 3F: 3 clusters Score -1586664 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1587112.500000 Penalty: 4602.536133
	Iteration 4F: 3 clusters Score -1587112 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1587568.375000 Penalty: 4602.536133
	Iteration 5F: 3 clusters Score -1587568 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1588002.500000 Penalty: 4602.536133
	Iteration 6F: 3 clusters Score -1588002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1588397.375000 Penalty: 4602.536133
	Iteration 7Q: 3 clusters Score -1588397 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1588650.125000 Penalty: 4602.536133
	Iteration 8Q: 3 clusters Score -1588650 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1588848.125000 Penalty: 4602.536133
	Iteration 9Q: 3 clusters Score -1588848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1589002.125000 Penalty: 4602.536133
	Iteration 10Q: 3 clusters Score -1589002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1589114.500000 Penalty: 4602.536133
	Iteration 11Q: 3 clusters Score -1589114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1589206.500000 Penalty: 4602.536133
	Iteration 12Q: 3 clusters Score -1589206 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1589278.875000 Penalty: 4602.536133
	Iteration 13Q: 3 clusters Score -1589279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1589342.500000 Penalty: 4602.536133
	Iteration 14Q: 3 clusters Score -1589342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1589411.875000 Penalty: 4602.536133
	Iteration 15Q: 3 clusters Score -1589412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1589461.875000 Penalty: 4602.536133
	Iteration 16Q: 3 clusters Score -1589462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1589495.625000 Penalty: 4602.536133
	Iteration 17Q: 3 clusters Score -1589496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1589539.000000 Penalty: 4602.536133
	Iteration 18Q: 3 clusters Score -1589539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1589581.500000 Penalty: 4602.536133
	Iteration 19Q: 3 clusters Score -1589582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1589615.125000 Penalty: 4602.536133
	Iteration 20F: 3 clusters Score -1589615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1589658.750000 Penalty: 4602.536133
	Iteration 21Q: 3 clusters Score -1589659 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1589692.875000 Penalty: 4602.536133
	Iteration 22Q: 3 clusters Score -1589693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1589716.500000 Penalty: 4602.536133
	Iteration 23Q: 3 clusters Score -1589716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1589745.875000 Penalty: 4602.536133
	Iteration 24Q: 3 clusters Score -1589746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1589775.875000 Penalty: 4602.536133
	Iteration 25Q: 3 clusters Score -1589776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1589802.250000 Penalty: 4602.536133
	Iteration 26Q: 3 clusters Score -1589802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1589822.750000 Penalty: 4602.536133
	Iteration 27Q: 3 clusters Score -1589823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1589836.750000 Penalty: 4602.536133
	Iteration 28Q: 3 clusters Score -1589837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1589849.000000 Penalty: 4602.536133
	Iteration 29Q: 3 clusters Score -1589849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1589863.000000 Penalty: 4602.536133
	Iteration 30Q: 3 clusters Score -1589863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1589876.500000 Penalty: 4602.536133
	Iteration 31Q: 3 clusters Score -1589876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1589886.500000 Penalty: 4602.536133
	Iteration 32Q: 3 clusters Score -1589886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1589900.000000 Penalty: 4602.536133
	Iteration 33Q: 3 clusters Score -1589900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1589913.125000 Penalty: 4602.536133
	Iteration 34Q: 3 clusters Score -1589913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1589922.375000 Penalty: 4602.536133
	Iteration 35Q: 3 clusters Score -1589922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1589941.375000 Penalty: 4602.536133
	Iteration 36Q: 3 clusters Score -1589941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1589963.250000 Penalty: 4602.536133
	Iteration 37Q: 3 clusters Score -1589963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1589995.500000 Penalty: 4602.536133
	Iteration 38Q: 3 clusters Score -1589996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1590036.000000 Penalty: 4602.536133
	Iteration 39Q: 3 clusters Score -1590036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1590082.625000 Penalty: 4602.536133
	Iteration 40F: 3 clusters Score -1590083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1590125.375000 Penalty: 4602.536133
	Iteration 41Q: 3 clusters Score -1590125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1590153.250000 Penalty: 4602.536133
	Iteration 42Q: 3 clusters Score -1590153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1590170.125000 Penalty: 4602.536133
	Iteration 43Q: 3 clusters Score -1590170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1590184.125000 Penalty: 4602.536133
	Iteration 44Q: 3 clusters Score -1590184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1590191.000000 Penalty: 4602.536133
	Iteration 45Q: 3 clusters Score -1590191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1590199.625000 Penalty: 4602.536133
	Iteration 46Q: 3 clusters Score -1590200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1590204.125000 Penalty: 4602.536133
	Iteration 47Q: 3 clusters Score -1590204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1590214.500000 Penalty: 4602.536133
	Iteration 48Q: 3 clusters Score -1590214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1590215.500000 Penalty: 4602.536133
	Iteration 49Q: 3 clusters Score -1590216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1590221.625000 Penalty: 4602.536133
	Iteration 50Q: 3 clusters Score -1590222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1590215.000000 Penalty: 4602.536133
	Iteration 51Q: 3 clusters Score -1590215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1590220.250000 Penalty: 4602.536133
	Iteration 52Q: 3 clusters Score -1590220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1590218.875000 Penalty: 4602.536133
	Iteration 53Q: 3 clusters Score -1590219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1590220.125000 Penalty: 4602.536133
	Iteration 54Q: 3 clusters Score -1590220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1590219.125000 Penalty: 4602.536133
	Iteration 55Q: 3 clusters Score -1590219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1590218.750000 Penalty: 4602.536133
	Iteration 56Q: 3 clusters Score -1590219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1590220.125000 Penalty: 4602.536133
	Iteration 57Q: 3 clusters Score -1590220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1590224.625000 Penalty: 4602.536133
	Iteration 58Q: 3 clusters Score -1590225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1590227.500000 Penalty: 4602.536133
	Iteration 59Q: 3 clusters Score -1590228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1590228.000000 Penalty: 4602.536133
	Iteration 60F: 3 clusters Score -1590228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1590227.750000 Penalty: 4602.536133
	Iteration 61Q: 3 clusters Score -1590228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1590229.000000 Penalty: 4602.536133
	Iteration 62Q: 3 clusters Score -1590229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1590226.125000 Penalty: 4602.536133
	Iteration 63Q: 3 clusters Score -1590226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1590227.875000 Penalty: 4602.536133
	Iteration 64Q: 3 clusters Score -1590228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1590227.875000 Penalty: 4602.536133
	Iteration 65F: 3 clusters Score -1590228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1470622.750000 Penalty: 2280.164307
	Iteration 0F: 2 clusters Score -1470623 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 4874 members 
Entering Unmasked Estep 
Score: -1463070.250000 Penalty: 4560.328613
	Iteration 0F: 3 clusters Score -1463070 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1465400.375000 Penalty: 4560.328613
	Iteration 1F: 3 clusters Score -1465400 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1465851.000000 Penalty: 4560.328613
	Iteration 2F: 3 clusters Score -1465851 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1466286.125000 Penalty: 4560.328613
	Iteration 3F: 3 clusters Score -1466286 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1466713.625000 Penalty: 4560.328613
	Iteration 4F: 3 clusters Score -1466714 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1467147.125000 Penalty: 4560.328613
	Iteration 5F: 3 clusters Score -1467147 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1467596.875000 Penalty: 4560.328613
	Iteration 6F: 3 clusters Score -1467597 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1468026.500000 Penalty: 4560.328613
	Iteration 7F: 3 clusters Score -1468026 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1468395.250000 Penalty: 4560.328613
	Iteration 8Q: 3 clusters Score -1468395 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1468728.250000 Penalty: 4560.328613
	Iteration 9Q: 3 clusters Score -1468728 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1468974.250000 Penalty: 4560.328613
	Iteration 10Q: 3 clusters Score -1468974 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1469188.875000 Penalty: 4560.328613
	Iteration 11Q: 3 clusters Score -1469189 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1469371.500000 Penalty: 4560.328613
	Iteration 12Q: 3 clusters Score -1469372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1469597.500000 Penalty: 4560.328613
	Iteration 13Q: 3 clusters Score -1469598 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1469814.625000 Penalty: 4560.328613
	Iteration 14Q: 3 clusters Score -1469815 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1469994.875000 Penalty: 4560.328613
	Iteration 15Q: 3 clusters Score -1469995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1470141.625000 Penalty: 4560.328613
	Iteration 16Q: 3 clusters Score -1470142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1470265.625000 Penalty: 4560.328613
	Iteration 17Q: 3 clusters Score -1470266 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1470360.125000 Penalty: 4560.328613
	Iteration 18Q: 3 clusters Score -1470360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1470431.500000 Penalty: 4560.328613
	Iteration 19Q: 3 clusters Score -1470432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1470485.625000 Penalty: 4560.328613
	Iteration 20F: 3 clusters Score -1470486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1470528.500000 Penalty: 4560.328613
	Iteration 21Q: 3 clusters Score -1470528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1470559.125000 Penalty: 4560.328613
	Iteration 22Q: 3 clusters Score -1470559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1470594.125000 Penalty: 4560.328613
	Iteration 23Q: 3 clusters Score -1470594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1470635.625000 Penalty: 4560.328613
	Iteration 24Q: 3 clusters Score -1470636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1470676.250000 Penalty: 4560.328613
	Iteration 25Q: 3 clusters Score -1470676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1470719.000000 Penalty: 4560.328613
	Iteration 26Q: 3 clusters Score -1470719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1470785.500000 Penalty: 4560.328613
	Iteration 27Q: 3 clusters Score -1470786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1470858.875000 Penalty: 4560.328613
	Iteration 28Q: 3 clusters Score -1470859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1470912.625000 Penalty: 4560.328613
	Iteration 29Q: 3 clusters Score -1470913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1470948.625000 Penalty: 4560.328613
	Iteration 30Q: 3 clusters Score -1470949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1470973.000000 Penalty: 4560.328613
	Iteration 31Q: 3 clusters Score -1470973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1470996.375000 Penalty: 4560.328613
	Iteration 32Q: 3 clusters Score -1470996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1471007.625000 Penalty: 4560.328613
	Iteration 33Q: 3 clusters Score -1471008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1471013.625000 Penalty: 4560.328613
	Iteration 34Q: 3 clusters Score -1471014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1471023.125000 Penalty: 4560.328613
	Iteration 35Q: 3 clusters Score -1471023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1471024.750000 Penalty: 4560.328613
	Iteration 36Q: 3 clusters Score -1471025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1471026.875000 Penalty: 4560.328613
	Iteration 37Q: 3 clusters Score -1471027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1471033.125000 Penalty: 4560.328613
	Iteration 38Q: 3 clusters Score -1471033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1471034.750000 Penalty: 4560.328613
	Iteration 39Q: 3 clusters Score -1471035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1471037.000000 Penalty: 4560.328613
	Iteration 40F: 3 clusters Score -1471037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1471035.250000 Penalty: 4560.328613
	Iteration 41Q: 3 clusters Score -1471035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1471038.500000 Penalty: 4560.328613
	Iteration 42Q: 3 clusters Score -1471038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1471038.500000 Penalty: 4560.328613
	Iteration 43F: 3 clusters Score -1471038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 6126 members 
Entering Unmasked Estep 
Score: -120391960.000000 Penalty: 154999.796875
Splitting cluster 26 changes total score from -120392816.000000 to -120391960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -34577.679688 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -34577.68 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 136 members 
Entering Unmasked Estep 
Score: -33401.085938 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -33401.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33492.539062 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -33492.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33526.808594 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -33526.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33540.441406 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -33540.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33546.933594 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -33546.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33546.933594 Penalty: 2761.898926
	Iteration 5F: 3 clusters Score -33546.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Entering Unmasked Estep 
Score: -10172567.000000 Penalty: 2749.475342
	Iteration 0F: 2 clusters Score -1.017257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -10128678.000000 Penalty: 5498.950684
	Iteration 0F: 3 clusters Score -1.012868e+07 nChanged 30530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -10146584.000000 Penalty: 5498.950684
	Iteration 1F: 3 clusters Score -1.014658e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -10147869.000000 Penalty: 5498.950684
	Iteration 2Q: 3 clusters Score -1.014787e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -10149690.000000 Penalty: 5498.950684
	Iteration 3F: 3 clusters Score -1.014969e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -10152307.000000 Penalty: 5498.950684
	Iteration 4F: 3 clusters Score -1.015231e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -10155926.000000 Penalty: 5498.950684
	Iteration 5F: 3 clusters Score -1.015593e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -10159641.000000 Penalty: 5498.950684
	Iteration 6F: 3 clusters Score -1.015964e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -10162989.000000 Penalty: 5498.950684
	Iteration 7F: 3 clusters Score -1.016299e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -10165562.000000 Penalty: 5498.950684
	Iteration 8F: 3 clusters Score -1.016556e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10167396.000000 Penalty: 5498.950684
	Iteration 9Q: 3 clusters Score -1.01674e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -10168520.000000 Penalty: 5498.950684
	Iteration 10Q: 3 clusters Score -1.016852e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10169227.000000 Penalty: 5498.950684
	Iteration 11Q: 3 clusters Score -1.016923e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10169668.000000 Penalty: 5498.950684
	Iteration 12Q: 3 clusters Score -1.016967e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10169902.000000 Penalty: 5498.950684
	Iteration 13Q: 3 clusters Score -1.01699e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10170019.000000 Penalty: 5498.950684
	Iteration 14Q: 3 clusters Score -1.017002e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10170108.000000 Penalty: 5498.950684
	Iteration 15Q: 3 clusters Score -1.017011e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10170153.000000 Penalty: 5498.950684
	Iteration 16Q: 3 clusters Score -1.017015e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10170181.000000 Penalty: 5498.950684
	Iteration 17Q: 3 clusters Score -1.017018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10170225.000000 Penalty: 5498.950684
	Iteration 18Q: 3 clusters Score -1.017022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10170255.000000 Penalty: 5498.950684
	Iteration 19Q: 3 clusters Score -1.017026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10170272.000000 Penalty: 5498.950684
	Iteration 20F: 3 clusters Score -1.017027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10170274.000000 Penalty: 5498.950684
	Iteration 21Q: 3 clusters Score -1.017027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10170281.000000 Penalty: 5498.950684
	Iteration 22Q: 3 clusters Score -1.017028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10170289.000000 Penalty: 5498.950684
	Iteration 23Q: 3 clusters Score -1.017029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10170309.000000 Penalty: 5498.950684
	Iteration 24Q: 3 clusters Score -1.017031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10170304.000000 Penalty: 5498.950684
	Iteration 25Q: 3 clusters Score -1.01703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10170311.000000 Penalty: 5498.950684
	Iteration 26Q: 3 clusters Score -1.017031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10170313.000000 Penalty: 5498.950684
	Iteration 27Q: 3 clusters Score -1.017031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10170316.000000 Penalty: 5498.950684
	Iteration 28Q: 3 clusters Score -1.017032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10170327.000000 Penalty: 5498.950684
	Iteration 29Q: 3 clusters Score -1.017033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10170326.000000 Penalty: 5498.950684
	Iteration 30Q: 3 clusters Score -1.017033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10170322.000000 Penalty: 5498.950684
	Iteration 31Q: 3 clusters Score -1.017032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10170318.000000 Penalty: 5498.950684
	Iteration 32Q: 3 clusters Score -1.017032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10170327.000000 Penalty: 5498.950684
	Iteration 33Q: 3 clusters Score -1.017033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10170325.000000 Penalty: 5498.950684
	Iteration 34Q: 3 clusters Score -1.017032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10170321.000000 Penalty: 5498.950684
	Iteration 35Q: 3 clusters Score -1.017032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10170328.000000 Penalty: 5498.950684
	Iteration 36Q: 3 clusters Score -1.017033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10170323.000000 Penalty: 5498.950684
	Iteration 37Q: 3 clusters Score -1.017032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10170332.000000 Penalty: 5498.950684
	Iteration 38Q: 3 clusters Score -1.017033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10170340.000000 Penalty: 5498.950684
	Iteration 39Q: 3 clusters Score -1.017034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10170352.000000 Penalty: 5498.950684
	Iteration 40F: 3 clusters Score -1.017035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10170351.000000 Penalty: 5498.950684
	Iteration 41Q: 3 clusters Score -1.017035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10170350.000000 Penalty: 5498.950684
	Iteration 42Q: 3 clusters Score -1.017035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10170350.000000 Penalty: 5498.950684
	Iteration 43F: 3 clusters Score -1.017035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -19682.156250 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -19682.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18774.226562 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -18774.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18852.464844 Penalty: 2581.187256
	Iteration 1F: 3 clusters Score -18852.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18881.279297 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -18881.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18887.558594 Penalty: 2581.187256
	Iteration 3Q: 3 clusters Score -18887.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18887.558594 Penalty: 2581.187256
	Iteration 4F: 3 clusters Score -18887.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -307459.156250 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -307459.2 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 1022 members 
Entering Unmasked Estep 
Score: -304799.593750 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -304799.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -305298.750000 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -305298.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -305414.906250 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -305414.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305470.281250 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -305470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -305504.500000 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -305504.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305529.750000 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -305529.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -305550.187500 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -305550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -305566.156250 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -305566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -305580.812500 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -305580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -305597.500000 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -305597.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305610.437500 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -305610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305619.500000 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -305619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305624.687500 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -305624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -305631.156250 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -305631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -305636.593750 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -305636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -305640.500000 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -305640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -305643.406250 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -305643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -305643.562500 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -305643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -305644.250000 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -305644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -305645.125000 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -305645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -305646.187500 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -305646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1201930.250000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -1201930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1195539.250000 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -1195539 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1197733.875000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -1197734 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1198520.750000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -1198521 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1199148.875000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -1199149 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1199672.250000 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -1199672 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1200146.125000 Penalty: 4457.215332
	Iteration 5F: 3 clusters Score -1200146 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1200587.125000 Penalty: 4457.215332
	Iteration 6F: 3 clusters Score -1200587 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1201056.375000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -1201056 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1201444.375000 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -1201444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1201657.250000 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -1201657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1201769.625000 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -1201770 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1201838.875000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -1201839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1201885.125000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -1201885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1201924.250000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -1201924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1201949.000000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -1201949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1201968.625000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -1201969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1201983.375000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -1201983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1201988.625000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -1201989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1201991.750000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -1201992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1201993.000000 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -1201993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1201995.500000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -1201996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1201994.000000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -1201994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1201996.125000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -1201996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1201996.125000 Penalty: 4457.215332
	Iteration 23F: 3 clusters Score -1201996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 3259 members 
Entering Unmasked Estep 
Score: -120391464.000000 Penalty: 154999.796875
Splitting cluster 31 changes total score from -120392816.000000 to -120391464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (45800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Entering Unmasked Estep 
Score: -7113894.000000 Penalty: 2661.545898
	Iteration 0F: 2 clusters Score -7113894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -7083206.500000 Penalty: 5323.091797
	Iteration 0F: 3 clusters Score -7083206 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7095331.500000 Penalty: 5323.091797
	Iteration 1F: 3 clusters Score -7095332 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7096427.500000 Penalty: 5323.091797
	Iteration 2F: 3 clusters Score -7096428 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7097790.000000 Penalty: 5323.091797
	Iteration 3F: 3 clusters Score -7097790 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -7099379.500000 Penalty: 5323.091797
	Iteration 4F: 3 clusters Score -7099380 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -7101049.500000 Penalty: 5323.091797
	Iteration 5F: 3 clusters Score -7101050 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7102463.000000 Penalty: 5323.091797
	Iteration 6F: 3 clusters Score -7102463 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7103515.000000 Penalty: 5323.091797
	Iteration 7F: 3 clusters Score -7103515 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -7104390.500000 Penalty: 5323.091797
	Iteration 8Q: 3 clusters Score -7104390 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7105132.000000 Penalty: 5323.091797
	Iteration 9Q: 3 clusters Score -7105132 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -7105742.000000 Penalty: 5323.091797
	Iteration 10Q: 3 clusters Score -7105742 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7106476.500000 Penalty: 5323.091797
	Iteration 11Q: 3 clusters Score -7106476 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -7107194.500000 Penalty: 5323.091797
	Iteration 12Q: 3 clusters Score -7107194 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7107958.000000 Penalty: 5323.091797
	Iteration 13Q: 3 clusters Score -7107958 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7108688.000000 Penalty: 5323.091797
	Iteration 14Q: 3 clusters Score -7108688 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -7109406.500000 Penalty: 5323.091797
	Iteration 15Q: 3 clusters Score -7109406 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -7110061.500000 Penalty: 5323.091797
	Iteration 16Q: 3 clusters Score -7110062 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -7110537.500000 Penalty: 5323.091797
	Iteration 17Q: 3 clusters Score -7110538 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -7110958.000000 Penalty: 5323.091797
	Iteration 18Q: 3 clusters Score -7110958 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -7111210.000000 Penalty: 5323.091797
	Iteration 19Q: 3 clusters Score -7111210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -7111328.000000 Penalty: 5323.091797
	Iteration 20F: 3 clusters Score -7111328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -7111438.500000 Penalty: 5323.091797
	Iteration 21Q: 3 clusters Score -7111438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -7111531.500000 Penalty: 5323.091797
	Iteration 22Q: 3 clusters Score -7111532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -7111573.500000 Penalty: 5323.091797
	Iteration 23Q: 3 clusters Score -7111574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7111599.000000 Penalty: 5323.091797
	Iteration 24Q: 3 clusters Score -7111599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -7111618.500000 Penalty: 5323.091797
	Iteration 25Q: 3 clusters Score -7111618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -7111618.500000 Penalty: 5323.091797
	Iteration 26Q: 3 clusters Score -7111618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -7111624.500000 Penalty: 5323.091797
	Iteration 27Q: 3 clusters Score -7111624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -7111642.000000 Penalty: 5323.091797
	Iteration 28Q: 3 clusters Score -7111642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -7111647.000000 Penalty: 5323.091797
	Iteration 29Q: 3 clusters Score -7111647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -7111647.500000 Penalty: 5323.091797
	Iteration 30Q: 3 clusters Score -7111648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -7111651.000000 Penalty: 5323.091797
	Iteration 31Q: 3 clusters Score -7111651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -7111653.000000 Penalty: 5323.091797
	Iteration 32Q: 3 clusters Score -7111653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -7111665.000000 Penalty: 5323.091797
	Iteration 33Q: 3 clusters Score -7111665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -7111663.500000 Penalty: 5323.091797
	Iteration 34Q: 3 clusters Score -7111664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -7111662.000000 Penalty: 5323.091797
	Iteration 35Q: 3 clusters Score -7111662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -7111670.000000 Penalty: 5323.091797
	Iteration 36Q: 3 clusters Score -7111670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -7111674.000000 Penalty: 5323.091797
	Iteration 37Q: 3 clusters Score -7111674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -7111679.500000 Penalty: 5323.091797
	Iteration 38Q: 3 clusters Score -7111680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -7111683.000000 Penalty: 5323.091797
	Iteration 39Q: 3 clusters Score -7111683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -7111688.500000 Penalty: 5323.091797
	Iteration 40F: 3 clusters Score -7111688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -7111692.500000 Penalty: 5323.091797
	Iteration 41Q: 3 clusters Score -7111692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -7111691.000000 Penalty: 5323.091797
	Iteration 42Q: 3 clusters Score -7111691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -7111694.000000 Penalty: 5323.091797
	Iteration 43Q: 3 clusters Score -7111694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -7111699.000000 Penalty: 5323.091797
	Iteration 44Q: 3 clusters Score -7111699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -7111698.000000 Penalty: 5323.091797
	Iteration 45Q: 3 clusters Score -7111698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -7111698.000000 Penalty: 5323.091797
	Iteration 46F: 3 clusters Score -7111698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Entering Unmasked Estep 
Score: -6010658.500000 Penalty: 2619.886963
	Iteration 0F: 2 clusters Score -6010658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -5984612.500000 Penalty: 5239.773926
	Iteration 0F: 3 clusters Score -5984612 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5994447.500000 Penalty: 5239.773926
	Iteration 1F: 3 clusters Score -5994448 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5995477.500000 Penalty: 5239.773926
	Iteration 2F: 3 clusters Score -5995478 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5996709.500000 Penalty: 5239.773926
	Iteration 3F: 3 clusters Score -5996710 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -5998173.500000 Penalty: 5239.773926
	Iteration 4F: 3 clusters Score -5998174 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5999729.500000 Penalty: 5239.773926
	Iteration 5F: 3 clusters Score -5999730 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -6001165.000000 Penalty: 5239.773926
	Iteration 6F: 3 clusters Score -6001165 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -6002499.500000 Penalty: 5239.773926
	Iteration 7F: 3 clusters Score -6002500 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -6003761.000000 Penalty: 5239.773926
	Iteration 8Q: 3 clusters Score -6003761 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -6004953.500000 Penalty: 5239.773926
	Iteration 9Q: 3 clusters Score -6004954 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6006079.000000 Penalty: 5239.773926
	Iteration 10Q: 3 clusters Score -6006079 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -6006983.500000 Penalty: 5239.773926
	Iteration 11Q: 3 clusters Score -6006984 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -6007564.500000 Penalty: 5239.773926
	Iteration 12Q: 3 clusters Score -6007564 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6007976.000000 Penalty: 5239.773926
	Iteration 13Q: 3 clusters Score -6007976 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -6008251.000000 Penalty: 5239.773926
	Iteration 14Q: 3 clusters Score -6008251 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6008437.500000 Penalty: 5239.773926
	Iteration 15Q: 3 clusters Score -6008438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -6008536.000000 Penalty: 5239.773926
	Iteration 16Q: 3 clusters Score -6008536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -6008603.000000 Penalty: 5239.773926
	Iteration 17Q: 3 clusters Score -6008603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6008634.000000 Penalty: 5239.773926
	Iteration 18Q: 3 clusters Score -6008634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -6008660.000000 Penalty: 5239.773926
	Iteration 19Q: 3 clusters Score -6008660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6008664.000000 Penalty: 5239.773926
	Iteration 20F: 3 clusters Score -6008664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6008680.500000 Penalty: 5239.773926
	Iteration 21Q: 3 clusters Score -6008680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -6008687.500000 Penalty: 5239.773926
	Iteration 22Q: 3 clusters Score -6008688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6008685.500000 Penalty: 5239.773926
	Iteration 23Q: 3 clusters Score -6008686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -6008694.500000 Penalty: 5239.773926
	Iteration 24Q: 3 clusters Score -6008694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6008711.000000 Penalty: 5239.773926
	Iteration 25Q: 3 clusters Score -6008711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6008716.500000 Penalty: 5239.773926
	Iteration 26Q: 3 clusters Score -6008716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -6008731.000000 Penalty: 5239.773926
	Iteration 27Q: 3 clusters Score -6008731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -6008736.500000 Penalty: 5239.773926
	Iteration 28Q: 3 clusters Score -6008736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6008741.000000 Penalty: 5239.773926
	Iteration 29Q: 3 clusters Score -6008741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -6008740.500000 Penalty: 5239.773926
	Iteration 30Q: 3 clusters Score -6008740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -6008738.500000 Penalty: 5239.773926
	Iteration 31Q: 3 clusters Score -6008738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -6008740.000000 Penalty: 5239.773926
	Iteration 32Q: 3 clusters Score -6008740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -6008739.500000 Penalty: 5239.773926
	Iteration 33Q: 3 clusters Score -6008740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -6008744.000000 Penalty: 5239.773926
	Iteration 34Q: 3 clusters Score -6008744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6008753.000000 Penalty: 5239.773926
	Iteration 35Q: 3 clusters Score -6008753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6008747.000000 Penalty: 5239.773926
	Iteration 36Q: 3 clusters Score -6008747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -6008748.000000 Penalty: 5239.773926
	Iteration 37Q: 3 clusters Score -6008748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6008752.000000 Penalty: 5239.773926
	Iteration 38Q: 3 clusters Score -6008752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6008752.000000 Penalty: 5239.773926
	Iteration 39F: 3 clusters Score -6008752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Entering Unmasked Estep 
Score: -1762461.250000 Penalty: 2299.712158
	Iteration 0F: 2 clusters Score -1762461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1754414.750000 Penalty: 4599.424316
	Iteration 0F: 3 clusters Score -1754415 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1756685.000000 Penalty: 4599.424316
	Iteration 1F: 3 clusters Score -1756685 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1756951.875000 Penalty: 4599.424316
	Iteration 2F: 3 clusters Score -1756952 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1757135.500000 Penalty: 4599.424316
	Iteration 3Q: 3 clusters Score -1757136 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1757285.875000 Penalty: 4599.424316
	Iteration 4Q: 3 clusters Score -1757286 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1757422.875000 Penalty: 4599.424316
	Iteration 5Q: 3 clusters Score -1757423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1757515.750000 Penalty: 4599.424316
	Iteration 6Q: 3 clusters Score -1757516 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1757646.375000 Penalty: 4599.424316
	Iteration 7Q: 3 clusters Score -1757646 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1757802.750000 Penalty: 4599.424316
	Iteration 8Q: 3 clusters Score -1757803 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1757941.500000 Penalty: 4599.424316
	Iteration 9Q: 3 clusters Score -1757942 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1758119.000000 Penalty: 4599.424316
	Iteration 10Q: 3 clusters Score -1758119 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1758334.250000 Penalty: 4599.424316
	Iteration 11Q: 3 clusters Score -1758334 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1758621.000000 Penalty: 4599.424316
	Iteration 12Q: 3 clusters Score -1758621 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1758957.875000 Penalty: 4599.424316
	Iteration 13Q: 3 clusters Score -1758958 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1759280.000000 Penalty: 4599.424316
	Iteration 14Q: 3 clusters Score -1759280 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1759585.875000 Penalty: 4599.424316
	Iteration 15Q: 3 clusters Score -1759586 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1759836.500000 Penalty: 4599.424316
	Iteration 16Q: 3 clusters Score -1759836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1760014.250000 Penalty: 4599.424316
	Iteration 17Q: 3 clusters Score -1760014 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1760159.750000 Penalty: 4599.424316
	Iteration 18Q: 3 clusters Score -1760160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1760252.875000 Penalty: 4599.424316
	Iteration 19Q: 3 clusters Score -1760253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1760325.500000 Penalty: 4599.424316
	Iteration 20F: 3 clusters Score -1760326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1760370.000000 Penalty: 4599.424316
	Iteration 21Q: 3 clusters Score -1760370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1760409.250000 Penalty: 4599.424316
	Iteration 22Q: 3 clusters Score -1760409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1760423.000000 Penalty: 4599.424316
	Iteration 23Q: 3 clusters Score -1760423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1760429.875000 Penalty: 4599.424316
	Iteration 24Q: 3 clusters Score -1760430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1760435.250000 Penalty: 4599.424316
	Iteration 25Q: 3 clusters Score -1760435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1760438.250000 Penalty: 4599.424316
	Iteration 26Q: 3 clusters Score -1760438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1760438.125000 Penalty: 4599.424316
	Iteration 27Q: 3 clusters Score -1760438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1760438.125000 Penalty: 4599.424316
	Iteration 28F: 3 clusters Score -1760438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Entering Unmasked Estep 
Score: -2445395.250000 Penalty: 2409.166992
	Iteration 0F: 2 clusters Score -2445395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2433573.750000 Penalty: 4818.333984
	Iteration 0F: 3 clusters Score -2433574 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2437845.000000 Penalty: 4818.333984
	Iteration 1F: 3 clusters Score -2437845 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2438739.250000 Penalty: 4818.333984
	Iteration 2F: 3 clusters Score -2438739 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2439783.250000 Penalty: 4818.333984
	Iteration 3F: 3 clusters Score -2439783 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2440881.500000 Penalty: 4818.333984
	Iteration 4F: 3 clusters Score -2440882 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2441886.000000 Penalty: 4818.333984
	Iteration 5F: 3 clusters Score -2441886 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2442640.000000 Penalty: 4818.333984
	Iteration 6F: 3 clusters Score -2442640 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2443177.250000 Penalty: 4818.333984
	Iteration 7Q: 3 clusters Score -2443177 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2443628.250000 Penalty: 4818.333984
	Iteration 8Q: 3 clusters Score -2443628 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2443999.500000 Penalty: 4818.333984
	Iteration 9Q: 3 clusters Score -2444000 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2444298.000000 Penalty: 4818.333984
	Iteration 10Q: 3 clusters Score -2444298 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2444546.000000 Penalty: 4818.333984
	Iteration 11Q: 3 clusters Score -2444546 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2444739.250000 Penalty: 4818.333984
	Iteration 12Q: 3 clusters Score -2444739 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2444907.250000 Penalty: 4818.333984
	Iteration 13Q: 3 clusters Score -2444907 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2445022.000000 Penalty: 4818.333984
	Iteration 14Q: 3 clusters Score -2445022 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2445116.750000 Penalty: 4818.333984
	Iteration 15Q: 3 clusters Score -2445117 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2445193.000000 Penalty: 4818.333984
	Iteration 16Q: 3 clusters Score -2445193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2445252.750000 Penalty: 4818.333984
	Iteration 17Q: 3 clusters Score -2445253 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2445314.000000 Penalty: 4818.333984
	Iteration 18Q: 3 clusters Score -2445314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2445345.500000 Penalty: 4818.333984
	Iteration 19Q: 3 clusters Score -2445346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2445388.250000 Penalty: 4818.333984
	Iteration 20F: 3 clusters Score -2445388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2445419.000000 Penalty: 4818.333984
	Iteration 21Q: 3 clusters Score -2445419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2445446.500000 Penalty: 4818.333984
	Iteration 22Q: 3 clusters Score -2445446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2445456.250000 Penalty: 4818.333984
	Iteration 23Q: 3 clusters Score -2445456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2445468.500000 Penalty: 4818.333984
	Iteration 24Q: 3 clusters Score -2445468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2445481.750000 Penalty: 4818.333984
	Iteration 25Q: 3 clusters Score -2445482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2445483.250000 Penalty: 4818.333984
	Iteration 26Q: 3 clusters Score -2445483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2445493.000000 Penalty: 4818.333984
	Iteration 27Q: 3 clusters Score -2445493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2445496.500000 Penalty: 4818.333984
	Iteration 28Q: 3 clusters Score -2445496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2445510.000000 Penalty: 4818.333984
	Iteration 29Q: 3 clusters Score -2445510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2445510.000000 Penalty: 4818.333984
	Iteration 30Q: 3 clusters Score -2445510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2445526.250000 Penalty: 4818.333984
	Iteration 31Q: 3 clusters Score -2445526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2445529.250000 Penalty: 4818.333984
	Iteration 32Q: 3 clusters Score -2445529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2445531.000000 Penalty: 4818.333984
	Iteration 33Q: 3 clusters Score -2445531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2445540.000000 Penalty: 4818.333984
	Iteration 34Q: 3 clusters Score -2445540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2445540.500000 Penalty: 4818.333984
	Iteration 35Q: 3 clusters Score -2445540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2445550.750000 Penalty: 4818.333984
	Iteration 36Q: 3 clusters Score -2445551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2445545.500000 Penalty: 4818.333984
	Iteration 37Q: 3 clusters Score -2445546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2445549.500000 Penalty: 4818.333984
	Iteration 38Q: 3 clusters Score -2445550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2445552.000000 Penalty: 4818.333984
	Iteration 39Q: 3 clusters Score -2445552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2445561.500000 Penalty: 4818.333984
	Iteration 40F: 3 clusters Score -2445562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2445570.750000 Penalty: 4818.333984
	Iteration 41Q: 3 clusters Score -2445571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2445572.250000 Penalty: 4818.333984
	Iteration 42Q: 3 clusters Score -2445572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2445579.500000 Penalty: 4818.333984
	Iteration 43Q: 3 clusters Score -2445580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2445582.250000 Penalty: 4818.333984
	Iteration 44Q: 3 clusters Score -2445582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2445583.500000 Penalty: 4818.333984
	Iteration 45Q: 3 clusters Score -2445584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2445585.000000 Penalty: 4818.333984
	Iteration 46Q: 3 clusters Score -2445585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2445583.250000 Penalty: 4818.333984
	Iteration 47Q: 3 clusters Score -2445583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2445583.500000 Penalty: 4818.333984
	Iteration 48Q: 3 clusters Score -2445584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2445584.250000 Penalty: 4818.333984
	Iteration 49Q: 3 clusters Score -2445584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2445584.250000 Penalty: 4818.333984
	Iteration 50Q: 3 clusters Score -2445584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2445582.250000 Penalty: 4818.333984
	Iteration 51Q: 3 clusters Score -2445582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2445579.500000 Penalty: 4818.333984
	Iteration 52Q: 3 clusters Score -2445580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2445582.000000 Penalty: 4818.333984
	Iteration 53Q: 3 clusters Score -2445582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2445582.750000 Penalty: 4818.333984
	Iteration 54Q: 3 clusters Score -2445583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2445585.250000 Penalty: 4818.333984
	Iteration 55Q: 3 clusters Score -2445585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2445587.000000 Penalty: 4818.333984
	Iteration 56Q: 3 clusters Score -2445587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2445585.750000 Penalty: 4818.333984
	Iteration 57Q: 3 clusters Score -2445586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2445588.250000 Penalty: 4818.333984
	Iteration 58Q: 3 clusters Score -2445588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2445590.000000 Penalty: 4818.333984
	Iteration 59Q: 3 clusters Score -2445590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2445588.500000 Penalty: 4818.333984
	Iteration 60F: 3 clusters Score -2445588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2445588.750000 Penalty: 4818.333984
	Iteration 61Q: 3 clusters Score -2445589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2445589.500000 Penalty: 4818.333984
	Iteration 62Q: 3 clusters Score -2445590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2445589.500000 Penalty: 4818.333984
	Iteration 63F: 3 clusters Score -2445590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 8763 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Mstep: Class 46 contains 7791 members 
Entering Unmasked Estep 
Score: -120392160.000000 Penalty: 154999.796875
Splitting cluster 35 changes total score from -120392816.000000 to -120392160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Entering Unmasked Estep 
Score: -841719.250000 Penalty: 2141.694336
	Iteration 0F: 2 clusters Score -841719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -836855.500000 Penalty: 4283.388672
	Iteration 0F: 3 clusters Score -836855.5 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -838086.625000 Penalty: 4283.388672
	Iteration 1F: 3 clusters Score -838086.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -838362.500000 Penalty: 4283.388672
	Iteration 2F: 3 clusters Score -838362.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -838564.312500 Penalty: 4283.388672
	Iteration 3F: 3 clusters Score -838564.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -838755.437500 Penalty: 4283.388672
	Iteration 4Q: 3 clusters Score -838755.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -838920.125000 Penalty: 4283.388672
	Iteration 5Q: 3 clusters Score -838920.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -839075.812500 Penalty: 4283.388672
	Iteration 6Q: 3 clusters Score -839075.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -839223.812500 Penalty: 4283.388672
	Iteration 7Q: 3 clusters Score -839223.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -839346.312500 Penalty: 4283.388672
	Iteration 8Q: 3 clusters Score -839346.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -839454.125000 Penalty: 4283.388672
	Iteration 9Q: 3 clusters Score -839454.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -839559.875000 Penalty: 4283.388672
	Iteration 10Q: 3 clusters Score -839559.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -839666.875000 Penalty: 4283.388672
	Iteration 11Q: 3 clusters Score -839666.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -839773.187500 Penalty: 4283.388672
	Iteration 12Q: 3 clusters Score -839773.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -839872.687500 Penalty: 4283.388672
	Iteration 13Q: 3 clusters Score -839872.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -839966.125000 Penalty: 4283.388672
	Iteration 14Q: 3 clusters Score -839966.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840054.687500 Penalty: 4283.388672
	Iteration 15Q: 3 clusters Score -840054.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -840140.750000 Penalty: 4283.388672
	Iteration 16Q: 3 clusters Score -840140.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -840231.937500 Penalty: 4283.388672
	Iteration 17Q: 3 clusters Score -840231.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -840302.187500 Penalty: 4283.388672
	Iteration 18Q: 3 clusters Score -840302.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -840356.375000 Penalty: 4283.388672
	Iteration 19Q: 3 clusters Score -840356.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -840401.625000 Penalty: 4283.388672
	Iteration 20F: 3 clusters Score -840401.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -840437.000000 Penalty: 4283.388672
	Iteration 21Q: 3 clusters Score -840437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -840469.062500 Penalty: 4283.388672
	Iteration 22Q: 3 clusters Score -840469.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -840491.937500 Penalty: 4283.388672
	Iteration 23Q: 3 clusters Score -840491.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -840501.750000 Penalty: 4283.388672
	Iteration 24Q: 3 clusters Score -840501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -840514.187500 Penalty: 4283.388672
	Iteration 25Q: 3 clusters Score -840514.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -840521.812500 Penalty: 4283.388672
	Iteration 26Q: 3 clusters Score -840521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840525.687500 Penalty: 4283.388672
	Iteration 27Q: 3 clusters Score -840525.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -840531.750000 Penalty: 4283.388672
	Iteration 28Q: 3 clusters Score -840531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840538.250000 Penalty: 4283.388672
	Iteration 29Q: 3 clusters Score -840538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -840538.875000 Penalty: 4283.388672
	Iteration 30Q: 3 clusters Score -840538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -840541.062500 Penalty: 4283.388672
	Iteration 31Q: 3 clusters Score -840541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -840541.687500 Penalty: 4283.388672
	Iteration 32Q: 3 clusters Score -840541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -840542.937500 Penalty: 4283.388672
	Iteration 33Q: 3 clusters Score -840542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840542.062500 Penalty: 4283.388672
	Iteration 34Q: 3 clusters Score -840542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -840542.875000 Penalty: 4283.388672
	Iteration 35Q: 3 clusters Score -840542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840543.750000 Penalty: 4283.388672
	Iteration 36Q: 3 clusters Score -840543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840545.625000 Penalty: 4283.388672
	Iteration 37Q: 3 clusters Score -840545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840545.125000 Penalty: 4283.388672
	Iteration 38Q: 3 clusters Score -840545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -840546.187500 Penalty: 4283.388672
	Iteration 39Q: 3 clusters Score -840546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840548.000000 Penalty: 4283.388672
	Iteration 40F: 3 clusters Score -840548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840548.812500 Penalty: 4283.388672
	Iteration 41Q: 3 clusters Score -840548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -840548.500000 Penalty: 4283.388672
	Iteration 42Q: 3 clusters Score -840548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -840548.687500 Penalty: 4283.388672
	Iteration 43Q: 3 clusters Score -840548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -840548.375000 Penalty: 4283.388672
	Iteration 44Q: 3 clusters Score -840548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840550.187500 Penalty: 4283.388672
	Iteration 45Q: 3 clusters Score -840550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -840550.187500 Penalty: 4283.388672
	Iteration 46F: 3 clusters Score -840550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -48612.046875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -48612.05 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 162 members 
Entering Unmasked Estep 
Score: -47281.273438 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -47281.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47422.160156 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -47422.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47448.644531 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -47448.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47458.265625 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -47458.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47460.750000 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -47460.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47460.750000 Penalty: 2904.115723
	Iteration 5F: 3 clusters Score -47460.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -140526.812500 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -140526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138658.406250 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -138658.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139025.593750 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -139025.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139180.468750 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -139180.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139278.546875 Penalty: 3428.720215
	Iteration 3F: 3 clusters Score -139278.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139338.093750 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -139338.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139373.390625 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -139373.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139394.859375 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -139394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139404.359375 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -139404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139404.359375 Penalty: 3428.720215
	Iteration 8F: 3 clusters Score -139404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -1508829.250000 Penalty: 2292.312256
	Iteration 0F: 2 clusters Score -1508829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1500993.875000 Penalty: 4584.624512
	Iteration 0F: 3 clusters Score -1500994 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1503377.500000 Penalty: 4584.624512
	Iteration 1F: 3 clusters Score -1503378 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1503877.000000 Penalty: 4584.624512
	Iteration 2F: 3 clusters Score -1503877 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1504340.500000 Penalty: 4584.624512
	Iteration 3F: 3 clusters Score -1504340 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1504870.875000 Penalty: 4584.624512
	Iteration 4F: 3 clusters Score -1504871 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1505487.375000 Penalty: 4584.624512
	Iteration 5F: 3 clusters Score -1505487 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1506153.125000 Penalty: 4584.624512
	Iteration 6F: 3 clusters Score -1506153 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1506666.250000 Penalty: 4584.624512
	Iteration 7F: 3 clusters Score -1506666 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1506994.125000 Penalty: 4584.624512
	Iteration 8Q: 3 clusters Score -1506994 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1507257.250000 Penalty: 4584.624512
	Iteration 9Q: 3 clusters Score -1507257 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1507410.625000 Penalty: 4584.624512
	Iteration 10Q: 3 clusters Score -1507411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1507482.000000 Penalty: 4584.624512
	Iteration 11Q: 3 clusters Score -1507482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1507516.750000 Penalty: 4584.624512
	Iteration 12Q: 3 clusters Score -1507517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1507542.000000 Penalty: 4584.624512
	Iteration 13Q: 3 clusters Score -1507542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1507550.875000 Penalty: 4584.624512
	Iteration 14Q: 3 clusters Score -1507551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1507558.875000 Penalty: 4584.624512
	Iteration 15Q: 3 clusters Score -1507559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1507570.625000 Penalty: 4584.624512
	Iteration 16Q: 3 clusters Score -1507571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1507568.875000 Penalty: 4584.624512
	Iteration 17Q: 3 clusters Score -1507569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1507572.375000 Penalty: 4584.624512
	Iteration 18Q: 3 clusters Score -1507572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1507576.500000 Penalty: 4584.624512
	Iteration 19Q: 3 clusters Score -1507576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1507575.000000 Penalty: 4584.624512
	Iteration 20F: 3 clusters Score -1507575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1507576.750000 Penalty: 4584.624512
	Iteration 21Q: 3 clusters Score -1507577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1507576.500000 Penalty: 4584.624512
	Iteration 22Q: 3 clusters Score -1507576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1507579.250000 Penalty: 4584.624512
	Iteration 23Q: 3 clusters Score -1507579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1507580.375000 Penalty: 4584.624512
	Iteration 24Q: 3 clusters Score -1507580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1507583.000000 Penalty: 4584.624512
	Iteration 25Q: 3 clusters Score -1507583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1507587.875000 Penalty: 4584.624512
	Iteration 26Q: 3 clusters Score -1507588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1507591.125000 Penalty: 4584.624512
	Iteration 27Q: 3 clusters Score -1507591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1507591.375000 Penalty: 4584.624512
	Iteration 28Q: 3 clusters Score -1507591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1507590.625000 Penalty: 4584.624512
	Iteration 29Q: 3 clusters Score -1507591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1507592.750000 Penalty: 4584.624512
	Iteration 30Q: 3 clusters Score -1507593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1507594.000000 Penalty: 4584.624512
	Iteration 31Q: 3 clusters Score -1507594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1507593.500000 Penalty: 4584.624512
	Iteration 32Q: 3 clusters Score -1507594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1507592.250000 Penalty: 4584.624512
	Iteration 33Q: 3 clusters Score -1507592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1507592.250000 Penalty: 4584.624512
	Iteration 34F: 3 clusters Score -1507592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -171580.015625 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -171580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -169587.406250 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -169587.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169939.390625 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -169939.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170065.421875 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -170065.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170124.546875 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -170124.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -170154.671875 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -170154.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170166.859375 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -170166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170175.609375 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -170175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -170182.250000 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -170182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -170193.875000 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -170193.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -170202.734375 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -170202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -170206.812500 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -170206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -170219.296875 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -170219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -170225.203125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -170225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170226.500000 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -170226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170226.500000 Penalty: 3516.678223
	Iteration 14F: 3 clusters Score -170226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Entering Unmasked Estep 
Score: -4002815.000000 Penalty: 2531.736816
	Iteration 0F: 2 clusters Score -4002815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3984104.750000 Penalty: 5063.473633
	Iteration 0F: 3 clusters Score -3984105 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3991287.000000 Penalty: 5063.473633
	Iteration 1F: 3 clusters Score -3991287 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3992181.250000 Penalty: 5063.473633
	Iteration 2F: 3 clusters Score -3992181 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3993243.000000 Penalty: 5063.473633
	Iteration 3F: 3 clusters Score -3993243 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3994510.500000 Penalty: 5063.473633
	Iteration 4F: 3 clusters Score -3994510 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3995861.250000 Penalty: 5063.473633
	Iteration 5F: 3 clusters Score -3995861 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3997247.750000 Penalty: 5063.473633
	Iteration 6F: 3 clusters Score -3997248 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3998405.250000 Penalty: 5063.473633
	Iteration 7F: 3 clusters Score -3998405 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3999237.250000 Penalty: 5063.473633
	Iteration 8Q: 3 clusters Score -3999237 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3999837.500000 Penalty: 5063.473633
	Iteration 9Q: 3 clusters Score -3999838 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4000163.250000 Penalty: 5063.473633
	Iteration 10Q: 3 clusters Score -4000163 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4000381.250000 Penalty: 5063.473633
	Iteration 11Q: 3 clusters Score -4000381 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4000558.250000 Penalty: 5063.473633
	Iteration 12Q: 3 clusters Score -4000558 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4000738.500000 Penalty: 5063.473633
	Iteration 13Q: 3 clusters Score -4000738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4000876.750000 Penalty: 5063.473633
	Iteration 14Q: 3 clusters Score -4000877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4000979.500000 Penalty: 5063.473633
	Iteration 15Q: 3 clusters Score -4000980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4001059.500000 Penalty: 5063.473633
	Iteration 16Q: 3 clusters Score -4001060 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4001125.500000 Penalty: 5063.473633
	Iteration 17Q: 3 clusters Score -4001126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4001160.000000 Penalty: 5063.473633
	Iteration 18Q: 3 clusters Score -4001160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4001180.750000 Penalty: 5063.473633
	Iteration 19Q: 3 clusters Score -4001181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4001189.000000 Penalty: 5063.473633
	Iteration 20F: 3 clusters Score -4001189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4001195.750000 Penalty: 5063.473633
	Iteration 21Q: 3 clusters Score -4001196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4001210.750000 Penalty: 5063.473633
	Iteration 22Q: 3 clusters Score -4001211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4001229.500000 Penalty: 5063.473633
	Iteration 23Q: 3 clusters Score -4001230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4001241.000000 Penalty: 5063.473633
	Iteration 24Q: 3 clusters Score -4001241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4001257.500000 Penalty: 5063.473633
	Iteration 25Q: 3 clusters Score -4001258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4001263.500000 Penalty: 5063.473633
	Iteration 26Q: 3 clusters Score -4001264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4001269.500000 Penalty: 5063.473633
	Iteration 27Q: 3 clusters Score -4001270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4001274.250000 Penalty: 5063.473633
	Iteration 28Q: 3 clusters Score -4001274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4001283.250000 Penalty: 5063.473633
	Iteration 29Q: 3 clusters Score -4001283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4001294.500000 Penalty: 5063.473633
	Iteration 30Q: 3 clusters Score -4001294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4001299.000000 Penalty: 5063.473633
	Iteration 31Q: 3 clusters Score -4001299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4001305.500000 Penalty: 5063.473633
	Iteration 32Q: 3 clusters Score -4001306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4001304.250000 Penalty: 5063.473633
	Iteration 33Q: 3 clusters Score -4001304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4001305.000000 Penalty: 5063.473633
	Iteration 34Q: 3 clusters Score -4001305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4001305.750000 Penalty: 5063.473633
	Iteration 35Q: 3 clusters Score -4001306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4001303.000000 Penalty: 5063.473633
	Iteration 36Q: 3 clusters Score -4001303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4001311.250000 Penalty: 5063.473633
	Iteration 37Q: 3 clusters Score -4001311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4001308.500000 Penalty: 5063.473633
	Iteration 38Q: 3 clusters Score -4001308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4001307.500000 Penalty: 5063.473633
	Iteration 39Q: 3 clusters Score -4001308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4001308.250000 Penalty: 5063.473633
	Iteration 40F: 3 clusters Score -4001308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4001313.500000 Penalty: 5063.473633
	Iteration 41Q: 3 clusters Score -4001314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4001317.000000 Penalty: 5063.473633
	Iteration 42Q: 3 clusters Score -4001317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4001321.250000 Penalty: 5063.473633
	Iteration 43Q: 3 clusters Score -4001321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4001320.000000 Penalty: 5063.473633
	Iteration 44Q: 3 clusters Score -4001320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4001318.500000 Penalty: 5063.473633
	Iteration 45Q: 3 clusters Score -4001318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4001315.250000 Penalty: 5063.473633
	Iteration 46Q: 3 clusters Score -4001315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4001321.250000 Penalty: 5063.473633
	Iteration 47Q: 3 clusters Score -4001321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4001319.750000 Penalty: 5063.473633
	Iteration 48Q: 3 clusters Score -4001320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4001324.250000 Penalty: 5063.473633
	Iteration 49Q: 3 clusters Score -4001324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4001324.000000 Penalty: 5063.473633
	Iteration 50Q: 3 clusters Score -4001324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4001323.250000 Penalty: 5063.473633
	Iteration 51Q: 3 clusters Score -4001323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4001320.500000 Penalty: 5063.473633
	Iteration 52Q: 3 clusters Score -4001320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4001325.250000 Penalty: 5063.473633
	Iteration 53Q: 3 clusters Score -4001325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4001325.500000 Penalty: 5063.473633
	Iteration 54Q: 3 clusters Score -4001326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4001323.000000 Penalty: 5063.473633
	Iteration 55Q: 3 clusters Score -4001323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4001328.250000 Penalty: 5063.473633
	Iteration 56Q: 3 clusters Score -4001328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4001335.500000 Penalty: 5063.473633
	Iteration 57Q: 3 clusters Score -4001336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4001332.250000 Penalty: 5063.473633
	Iteration 58Q: 3 clusters Score -4001332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4001339.500000 Penalty: 5063.473633
	Iteration 59Q: 3 clusters Score -4001340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4001345.500000 Penalty: 5063.473633
	Iteration 60F: 3 clusters Score -4001346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4001340.250000 Penalty: 5063.473633
	Iteration 61Q: 3 clusters Score -4001340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4001342.250000 Penalty: 5063.473633
	Iteration 62Q: 3 clusters Score -4001342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4001341.500000 Penalty: 5063.473633
	Iteration 63Q: 3 clusters Score -4001342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4001342.500000 Penalty: 5063.473633
	Iteration 64Q: 3 clusters Score -4001342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4001344.750000 Penalty: 5063.473633
	Iteration 65Q: 3 clusters Score -4001345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4001348.500000 Penalty: 5063.473633
	Iteration 66Q: 3 clusters Score -4001348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4001354.000000 Penalty: 5063.473633
	Iteration 67Q: 3 clusters Score -4001354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4001354.250000 Penalty: 5063.473633
	Iteration 68Q: 3 clusters Score -4001354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4001352.750000 Penalty: 5063.473633
	Iteration 69Q: 3 clusters Score -4001353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4001356.000000 Penalty: 5063.473633
	Iteration 70Q: 3 clusters Score -4001356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4001357.750000 Penalty: 5063.473633
	Iteration 71Q: 3 clusters Score -4001358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4001357.750000 Penalty: 5063.473633
	Iteration 72F: 3 clusters Score -4001358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -147154.031250 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -147154 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 479 members 
Entering Unmasked Estep 
Score: -145229.234375 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -145229.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -145530.609375 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -145530.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145646.000000 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -145646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145707.000000 Penalty: 3414.197266
	Iteration 3Q: 3 clusters Score -145707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -145743.453125 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -145743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -145765.687500 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -145765.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -145778.437500 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -145778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -145784.750000 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -145784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -145791.812500 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -145791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -145810.546875 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -145810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145831.250000 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -145831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -145847.765625 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -145847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -145862.828125 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -145862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -145871.468750 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -145871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -145890.984375 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -145891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -145902.625000 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -145902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145926.734375 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -145926.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145963.406250 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -145963.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -146030.500000 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -146030.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -146264.812500 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -146264.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -146633.328125 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -146633.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -146853.562500 Penalty: 3414.197266
	Iteration 21F: 3 clusters Score -146853.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146993.234375 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -146993.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -147045.796875 Penalty: 3414.197266
	Iteration 23Q: 3 clusters Score -147045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -147064.734375 Penalty: 3414.197266
	Iteration 24Q: 3 clusters Score -147064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -147070.437500 Penalty: 3414.197266
	Iteration 25Q: 3 clusters Score -147070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -147080.390625 Penalty: 3414.197266
	Iteration 26Q: 3 clusters Score -147080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147093.390625 Penalty: 3414.197266
	Iteration 27Q: 3 clusters Score -147093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147101.890625 Penalty: 3414.197266
	Iteration 28Q: 3 clusters Score -147101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -147103.593750 Penalty: 3414.197266
	Iteration 29Q: 3 clusters Score -147103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -147103.593750 Penalty: 3414.197266
	Iteration 30F: 3 clusters Score -147103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -55164.128906 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -55164.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53819.582031 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -53819.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53976.335938 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -53976.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54045.277344 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -54045.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54115.828125 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -54115.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54147.406250 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -54147.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54185.277344 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -54185.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54193.582031 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -54193.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54195.101562 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -54195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54195.101562 Penalty: 3004.165039
	Iteration 8F: 3 clusters Score -54195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -205419.156250 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -205419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -203178.125000 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -203178.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -203655.640625 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -203655.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -203804.984375 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -203805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -203888.359375 Penalty: 3615.308105
	Iteration 3Q: 3 clusters Score -203888.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203967.484375 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -203967.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204025.515625 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -204025.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -204079.687500 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -204079.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204110.312500 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -204110.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -204124.781250 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -204124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -204136.562500 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -204136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204141.781250 Penalty: 3615.308105
	Iteration 10Q: 3 clusters Score -204141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -204148.437500 Penalty: 3615.308105
	Iteration 11Q: 3 clusters Score -204148.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -204155.156250 Penalty: 3615.308105
	Iteration 12Q: 3 clusters Score -204155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -204163.968750 Penalty: 3615.308105
	Iteration 13Q: 3 clusters Score -204164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204177.031250 Penalty: 3615.308105
	Iteration 14Q: 3 clusters Score -204177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204180.796875 Penalty: 3615.308105
	Iteration 15Q: 3 clusters Score -204180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -204181.000000 Penalty: 3615.308105
	Iteration 16Q: 3 clusters Score -204181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -204181.000000 Penalty: 3615.308105
	Iteration 17F: 3 clusters Score -204181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -1196089.625000 Penalty: 2233.096680
	Iteration 0F: 2 clusters Score -1196090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1189518.375000 Penalty: 4466.193359
	Iteration 0F: 3 clusters Score -1189518 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1191353.875000 Penalty: 4466.193359
	Iteration 1F: 3 clusters Score -1191354 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1191663.250000 Penalty: 4466.193359
	Iteration 2F: 3 clusters Score -1191663 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1191921.875000 Penalty: 4466.193359
	Iteration 3F: 3 clusters Score -1191922 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1192183.500000 Penalty: 4466.193359
	Iteration 4F: 3 clusters Score -1192184 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1192432.250000 Penalty: 4466.193359
	Iteration 5Q: 3 clusters Score -1192432 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1192704.250000 Penalty: 4466.193359
	Iteration 6Q: 3 clusters Score -1192704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1192980.375000 Penalty: 4466.193359
	Iteration 7Q: 3 clusters Score -1192980 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1193229.125000 Penalty: 4466.193359
	Iteration 8Q: 3 clusters Score -1193229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1193445.250000 Penalty: 4466.193359
	Iteration 9Q: 3 clusters Score -1193445 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1193644.375000 Penalty: 4466.193359
	Iteration 10Q: 3 clusters Score -1193644 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1193786.625000 Penalty: 4466.193359
	Iteration 11Q: 3 clusters Score -1193787 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1193934.000000 Penalty: 4466.193359
	Iteration 12Q: 3 clusters Score -1193934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1194056.250000 Penalty: 4466.193359
	Iteration 13Q: 3 clusters Score -1194056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1194202.375000 Penalty: 4466.193359
	Iteration 14Q: 3 clusters Score -1194202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1194348.500000 Penalty: 4466.193359
	Iteration 15Q: 3 clusters Score -1194348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1194501.375000 Penalty: 4466.193359
	Iteration 16Q: 3 clusters Score -1194501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1194655.875000 Penalty: 4466.193359
	Iteration 17Q: 3 clusters Score -1194656 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1194806.625000 Penalty: 4466.193359
	Iteration 18Q: 3 clusters Score -1194807 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1194928.125000 Penalty: 4466.193359
	Iteration 19Q: 3 clusters Score -1194928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1194988.750000 Penalty: 4466.193359
	Iteration 20F: 3 clusters Score -1194989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1195024.625000 Penalty: 4466.193359
	Iteration 21Q: 3 clusters Score -1195025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1195049.375000 Penalty: 4466.193359
	Iteration 22Q: 3 clusters Score -1195049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1195054.125000 Penalty: 4466.193359
	Iteration 23Q: 3 clusters Score -1195054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1195060.500000 Penalty: 4466.193359
	Iteration 24Q: 3 clusters Score -1195060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1195065.750000 Penalty: 4466.193359
	Iteration 25Q: 3 clusters Score -1195066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1195070.250000 Penalty: 4466.193359
	Iteration 26Q: 3 clusters Score -1195070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1195075.375000 Penalty: 4466.193359
	Iteration 27Q: 3 clusters Score -1195075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1195076.375000 Penalty: 4466.193359
	Iteration 28Q: 3 clusters Score -1195076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1195073.625000 Penalty: 4466.193359
	Iteration 29Q: 3 clusters Score -1195074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1195073.500000 Penalty: 4466.193359
	Iteration 30Q: 3 clusters Score -1195074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1195073.750000 Penalty: 4466.193359
	Iteration 31Q: 3 clusters Score -1195074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1195073.875000 Penalty: 4466.193359
	Iteration 32Q: 3 clusters Score -1195074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1195076.750000 Penalty: 4466.193359
	Iteration 33Q: 3 clusters Score -1195077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1195076.750000 Penalty: 4466.193359
	Iteration 34F: 3 clusters Score -1195077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21408 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12743 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120709 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 56529 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 19285 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65290 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 7993 members 
Mstep: Class 32 contains 45800 members 
Mstep: Class 33 contains 38718 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16554 members 
Mstep: Class 36 contains 5630 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10334 members 
Mstep: Class 40 contains 1200 members 
Mstep: Class 41 contains 27136 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392776.000000 Penalty: 151630.234375
Iteration 119Q: 46 clusters Score -1.203928e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63538 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 7149 members 
Mstep: Class 6 contains 104008 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19655 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33180 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 120674 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 56537 members 
Mstep: Class 21 contains 10911 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19267 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 9820 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65291 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 7995 members 
Mstep: Class 32 contains 45795 members 
Mstep: Class 33 contains 38726 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16537 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 1201 members 
Mstep: Class 41 contains 27166 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1463 members 
Mstep: Class 45 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392856.000000 Penalty: 151630.234375
Iteration 120F: 46 clusters Score -1.203929e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 104003 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12684 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19666 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 10866 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33167 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 120648 members 
Mstep: Class 19 contains 6350 members 
Mstep: Class 20 contains 56542 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 10697 members 
Mstep: Class 26 contains 9799 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65296 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8000 members 
Mstep: Class 32 contains 45782 members 
Mstep: Class 33 contains 38720 members 
Mstep: Class 34 contains 10647 members 
Mstep: Class 35 contains 16526 members 
Mstep: Class 36 contains 5642 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 1205 members 
Mstep: Class 41 contains 27211 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1464 members 
Mstep: Class 45 contains 8132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392840.000000 Penalty: 151630.234375
Iteration 121Q: 46 clusters Score -1.203928e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21425 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 104002 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19674 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 10936 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33157 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 120622 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 56544 members 
Mstep: Class 21 contains 10878 members 
Mstep: Class 22 contains 7657 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19231 members 
Mstep: Class 25 contains 10693 members 
Mstep: Class 26 contains 9816 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65297 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8005 members 
Mstep: Class 32 contains 45775 members 
Mstep: Class 33 contains 38722 members 
Mstep: Class 34 contains 10646 members 
Mstep: Class 35 contains 16516 members 
Mstep: Class 36 contains 5647 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10333 members 
Mstep: Class 40 contains 1207 members 
Mstep: Class 41 contains 27244 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1465 members 
Mstep: Class 45 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393176.000000 Penalty: 151630.234375
Iteration 122Q: 46 clusters Score -1.203932e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 103998 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 11029 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33148 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 120615 members 
Mstep: Class 19 contains 6356 members 
Mstep: Class 20 contains 56549 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19205 members 
Mstep: Class 25 contains 10687 members 
Mstep: Class 26 contains 9799 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65304 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8008 members 
Mstep: Class 32 contains 45756 members 
Mstep: Class 33 contains 38726 members 
Mstep: Class 34 contains 10646 members 
Mstep: Class 35 contains 16503 members 
Mstep: Class 36 contains 5641 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10337 members 
Mstep: Class 40 contains 1209 members 
Mstep: Class 41 contains 27278 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1466 members 
Mstep: Class 45 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393272.000000 Penalty: 151630.234375
Iteration 123Q: 46 clusters Score -1.203933e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 7003 members 
Mstep: Class 6 contains 103990 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 7714 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33140 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 120597 members 
Mstep: Class 19 contains 6362 members 
Mstep: Class 20 contains 56553 members 
Mstep: Class 21 contains 10832 members 
Mstep: Class 22 contains 7659 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19187 members 
Mstep: Class 25 contains 10688 members 
Mstep: Class 26 contains 9777 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65308 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 45749 members 
Mstep: Class 33 contains 38713 members 
Mstep: Class 34 contains 10646 members 
Mstep: Class 35 contains 16493 members 
Mstep: Class 36 contains 5645 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10341 members 
Mstep: Class 40 contains 1211 members 
Mstep: Class 41 contains 27312 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1469 members 
Mstep: Class 45 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393472.000000 Penalty: 151630.234375
Iteration 124Q: 46 clusters Score -1.203935e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 6965 members 
Mstep: Class 6 contains 103986 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19692 members 
Mstep: Class 11 contains 7721 members 
Mstep: Class 12 contains 11248 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33136 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 120569 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 56557 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19164 members 
Mstep: Class 25 contains 10683 members 
Mstep: Class 26 contains 9732 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65313 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8023 members 
Mstep: Class 32 contains 45742 members 
Mstep: Class 33 contains 38714 members 
Mstep: Class 34 contains 10646 members 
Mstep: Class 35 contains 16486 members 
Mstep: Class 36 contains 5641 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10345 members 
Mstep: Class 40 contains 1212 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393480.000000 Penalty: 151630.234375
Iteration 125Q: 46 clusters Score -1.203935e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63544 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 103979 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19698 members 
Mstep: Class 11 contains 7729 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33130 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 120521 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 56557 members 
Mstep: Class 21 contains 10785 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19152 members 
Mstep: Class 25 contains 10681 members 
Mstep: Class 26 contains 9663 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65319 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8025 members 
Mstep: Class 32 contains 45734 members 
Mstep: Class 33 contains 38717 members 
Mstep: Class 34 contains 10645 members 
Mstep: Class 35 contains 16480 members 
Mstep: Class 36 contains 5648 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10350 members 
Mstep: Class 40 contains 1214 members 
Mstep: Class 41 contains 27356 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393528.000000 Penalty: 151630.234375
Iteration 126Q: 46 clusters Score -1.203935e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 103978 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33125 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 120453 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 56559 members 
Mstep: Class 21 contains 10770 members 
Mstep: Class 22 contains 7660 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19139 members 
Mstep: Class 25 contains 10677 members 
Mstep: Class 26 contains 9630 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65313 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8025 members 
Mstep: Class 32 contains 45730 members 
Mstep: Class 33 contains 38707 members 
Mstep: Class 34 contains 10643 members 
Mstep: Class 35 contains 16469 members 
Mstep: Class 36 contains 5653 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10355 members 
Mstep: Class 40 contains 1215 members 
Mstep: Class 41 contains 27378 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393576.000000 Penalty: 151630.234375
Iteration 127Q: 46 clusters Score -1.203936e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 6858 members 
Mstep: Class 6 contains 103982 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 7753 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33123 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 120412 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 56563 members 
Mstep: Class 21 contains 10719 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19110 members 
Mstep: Class 25 contains 10673 members 
Mstep: Class 26 contains 9631 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65314 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8022 members 
Mstep: Class 32 contains 45727 members 
Mstep: Class 33 contains 38708 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16461 members 
Mstep: Class 36 contains 5653 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1005 members 
Mstep: Class 39 contains 10365 members 
Mstep: Class 40 contains 1215 members 
Mstep: Class 41 contains 27391 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393872.000000 Penalty: 151630.234375
Iteration 128Q: 46 clusters Score -1.203939e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 103979 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12583 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 7760 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33116 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 120385 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 56567 members 
Mstep: Class 21 contains 10676 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 19083 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 9636 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65316 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8026 members 
Mstep: Class 32 contains 45714 members 
Mstep: Class 33 contains 38710 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16455 members 
Mstep: Class 36 contains 5654 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 10374 members 
Mstep: Class 40 contains 1214 members 
Mstep: Class 41 contains 27410 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393784.000000 Penalty: 151630.234375
Iteration 129Q: 46 clusters Score -1.203938e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 103975 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19689 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33112 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 120365 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 56572 members 
Mstep: Class 21 contains 10646 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19065 members 
Mstep: Class 25 contains 10671 members 
Mstep: Class 26 contains 9656 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65315 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8030 members 
Mstep: Class 32 contains 45701 members 
Mstep: Class 33 contains 38711 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16451 members 
Mstep: Class 36 contains 5656 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10381 members 
Mstep: Class 40 contains 1214 members 
Mstep: Class 41 contains 27418 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393792.000000 Penalty: 151630.234375
Iteration 130Q: 46 clusters Score -1.203938e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63543 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 103971 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12568 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33108 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 120361 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 56580 members 
Mstep: Class 21 contains 10623 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 10672 members 
Mstep: Class 26 contains 9696 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65317 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 8033 members 
Mstep: Class 32 contains 45687 members 
Mstep: Class 33 contains 38707 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16449 members 
Mstep: Class 36 contains 5658 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10390 members 
Mstep: Class 40 contains 1216 members 
Mstep: Class 41 contains 27425 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393896.000000 Penalty: 151630.234375
Iteration 131Q: 46 clusters Score -1.203939e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63541 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 103968 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12553 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 7787 members 
Mstep: Class 12 contains 12030 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33104 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 120358 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 20 contains 56586 members 
Mstep: Class 21 contains 10578 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19012 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65320 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 8029 members 
Mstep: Class 32 contains 45674 members 
Mstep: Class 33 contains 38709 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16453 members 
Mstep: Class 36 contains 5650 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10392 members 
Mstep: Class 40 contains 1216 members 
Mstep: Class 41 contains 27444 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393824.000000 Penalty: 151630.234375
Iteration 132Q: 46 clusters Score -1.203938e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 63545 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 103965 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33099 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 120332 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 56590 members 
Mstep: Class 21 contains 10539 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 10670 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 8030 members 
Mstep: Class 32 contains 45663 members 
Mstep: Class 33 contains 38716 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16449 members 
Mstep: Class 36 contains 5653 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10396 members 
Mstep: Class 40 contains 1216 members 
Mstep: Class 41 contains 27463 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394016.000000 Penalty: 151630.234375
Iteration 133Q: 46 clusters Score -1.20394e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63541 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 103962 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19664 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33095 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6257 members 
Mstep: Class 18 contains 120317 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 56599 members 
Mstep: Class 21 contains 10508 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18985 members 
Mstep: Class 25 contains 10665 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2042 members 
Mstep: Class 31 contains 8032 members 
Mstep: Class 32 contains 45644 members 
Mstep: Class 33 contains 38712 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16449 members 
Mstep: Class 36 contains 5657 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10403 members 
Mstep: Class 40 contains 1217 members 
Mstep: Class 41 contains 27488 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394200.000000 Penalty: 151630.234375
Iteration 134Q: 46 clusters Score -1.203942e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63545 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 103960 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19661 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33091 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 120322 members 
Mstep: Class 19 contains 6424 members 
Mstep: Class 20 contains 56602 members 
Mstep: Class 21 contains 10484 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18972 members 
Mstep: Class 25 contains 10667 members 
Mstep: Class 26 contains 9812 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2043 members 
Mstep: Class 31 contains 8034 members 
Mstep: Class 32 contains 45634 members 
Mstep: Class 33 contains 38711 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16447 members 
Mstep: Class 36 contains 5664 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10413 members 
Mstep: Class 40 contains 1217 members 
Mstep: Class 41 contains 27501 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394240.000000 Penalty: 151630.234375
Iteration 135Q: 46 clusters Score -1.203942e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21416 members 
Mstep: Class 3 contains 63545 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 103959 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19672 members 
Mstep: Class 11 contains 7797 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33095 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 120318 members 
Mstep: Class 19 contains 6428 members 
Mstep: Class 20 contains 56608 members 
Mstep: Class 21 contains 10462 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 10665 members 
Mstep: Class 26 contains 9817 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 65328 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2044 members 
Mstep: Class 31 contains 8036 members 
Mstep: Class 32 contains 45623 members 
Mstep: Class 33 contains 38713 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16443 members 
Mstep: Class 36 contains 5676 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10414 members 
Mstep: Class 40 contains 1217 members 
Mstep: Class 41 contains 27514 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1470 members 
Mstep: Class 45 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394472.000000 Penalty: 151630.234375
Iteration 136Q: 46 clusters Score -1.203945e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 63542 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 103959 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19683 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33092 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 120312 members 
Mstep: Class 19 contains 6435 members 
Mstep: Class 20 contains 56617 members 
Mstep: Class 21 contains 10438 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 18953 members 
Mstep: Class 25 contains 10664 members 
Mstep: Class 26 contains 9846 members 
Mstep: Class 27 contains 263 members 
Mstep: Class 28 contains 65324 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2046 members 
Mstep: Class 31 contains 8035 members 
Mstep: Class 32 contains 45610 members 
Mstep: Class 33 contains 38716 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16440 members 
Mstep: Class 36 contains 5688 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10420 members 
Mstep: Class 40 contains 1216 members 
Mstep: Class 41 contains 27526 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1470 members 
Mstep: Class 45 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394416.000000 Penalty: 151630.234375
Iteration 137Q: 46 clusters Score -1.203944e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 63540 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 103959 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12501 members 
Mstep: Class 9 contains 179 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 12228 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33084 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 120295 members 
Mstep: Class 19 contains 6439 members 
Mstep: Class 20 contains 56626 members 
Mstep: Class 21 contains 10421 members 
Mstep: Class 22 contains 7680 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 10665 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 8034 members 
Mstep: Class 32 contains 45592 members 
Mstep: Class 33 contains 38715 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16441 members 
Mstep: Class 36 contains 5701 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10426 members 
Mstep: Class 40 contains 1215 members 
Mstep: Class 41 contains 27531 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1469 members 
Mstep: Class 45 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394408.000000 Penalty: 151630.234375
Iteration 138Q: 46 clusters Score -1.203944e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 63542 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 103960 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12492 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 19697 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12253 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33080 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6249 members 
Mstep: Class 18 contains 120282 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 56635 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 7679 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 18932 members 
Mstep: Class 25 contains 10661 members 
Mstep: Class 26 contains 9900 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8033 members 
Mstep: Class 32 contains 45580 members 
Mstep: Class 33 contains 38715 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16438 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10431 members 
Mstep: Class 40 contains 1213 members 
Mstep: Class 41 contains 27532 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1468 members 
Mstep: Class 45 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394272.000000 Penalty: 151630.234375
Iteration 139Q: 46 clusters Score -1.203943e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 103958 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19696 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33078 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 120285 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 56642 members 
Mstep: Class 21 contains 10407 members 
Mstep: Class 22 contains 7682 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18910 members 
Mstep: Class 25 contains 10658 members 
Mstep: Class 26 contains 9916 members 
Mstep: Class 27 contains 267 members 
Mstep: Class 28 contains 65319 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8035 members 
Mstep: Class 32 contains 45577 members 
Mstep: Class 33 contains 38704 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16435 members 
Mstep: Class 36 contains 5709 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 1219 members 
Mstep: Class 41 contains 27539 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 427 members 
Mstep: Class 44 contains 1468 members 
Mstep: Class 45 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394368.000000 Penalty: 151630.234375
Iteration 140F: 46 clusters Score -1.203944e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21417 members 
Mstep: Class 3 contains 63540 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 103954 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12481 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 12326 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33075 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120296 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 10405 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18890 members 
Mstep: Class 25 contains 10656 members 
Mstep: Class 26 contains 9911 members 
Mstep: Class 27 contains 269 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8037 members 
Mstep: Class 32 contains 45561 members 
Mstep: Class 33 contains 38702 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16436 members 
Mstep: Class 36 contains 5714 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 1224 members 
Mstep: Class 41 contains 27545 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1468 members 
Mstep: Class 45 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394552.000000 Penalty: 151630.234375
Iteration 141Q: 46 clusters Score -1.203946e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21419 members 
Mstep: Class 3 contains 63549 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 103953 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12477 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 7812 members 
Mstep: Class 12 contains 12350 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33074 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 120302 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 56651 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 7687 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18873 members 
Mstep: Class 25 contains 10652 members 
Mstep: Class 26 contains 9927 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65328 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8038 members 
Mstep: Class 32 contains 45545 members 
Mstep: Class 33 contains 38699 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16430 members 
Mstep: Class 36 contains 5726 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10440 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 27550 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1468 members 
Mstep: Class 45 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394592.000000 Penalty: 151630.234375
Iteration 142Q: 46 clusters Score -1.203946e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 63553 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 103951 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12470 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33073 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120315 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 56655 members 
Mstep: Class 21 contains 10390 members 
Mstep: Class 22 contains 7691 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18852 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 9943 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8039 members 
Mstep: Class 32 contains 45535 members 
Mstep: Class 33 contains 38698 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16430 members 
Mstep: Class 36 contains 5733 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10443 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27554 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1469 members 
Mstep: Class 45 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394320.000000 Penalty: 151630.234375
Iteration 143Q: 46 clusters Score -1.203943e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 63551 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 103948 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12464 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33072 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 120326 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 56661 members 
Mstep: Class 21 contains 10367 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18850 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 9966 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8040 members 
Mstep: Class 32 contains 45526 members 
Mstep: Class 33 contains 38699 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16432 members 
Mstep: Class 36 contains 5734 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10445 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 27561 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1470 members 
Mstep: Class 45 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394616.000000 Penalty: 151630.234375
Iteration 144Q: 46 clusters Score -1.203946e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 63549 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 103944 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12459 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 12407 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33070 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120325 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10354 members 
Mstep: Class 22 contains 7699 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18844 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 9978 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8045 members 
Mstep: Class 32 contains 45521 members 
Mstep: Class 33 contains 38695 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16429 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10450 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27571 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1470 members 
Mstep: Class 45 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394640.000000 Penalty: 151630.234375
Iteration 145Q: 46 clusters Score -1.203946e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 63551 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 103939 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12453 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7820 members 
Mstep: Class 12 contains 12423 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33072 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120327 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10334 members 
Mstep: Class 22 contains 7703 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18838 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 9989 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8049 members 
Mstep: Class 32 contains 45524 members 
Mstep: Class 33 contains 38694 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16428 members 
Mstep: Class 36 contains 5745 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10449 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27577 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1470 members 
Mstep: Class 45 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394672.000000 Penalty: 151630.234375
Iteration 146Q: 46 clusters Score -1.203947e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 63555 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 103936 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12448 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19704 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 12433 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33072 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120329 members 
Mstep: Class 19 contains 6439 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10321 members 
Mstep: Class 22 contains 7709 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18835 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 9989 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 8050 members 
Mstep: Class 32 contains 45523 members 
Mstep: Class 33 contains 38692 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16422 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10448 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27585 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1471 members 
Mstep: Class 45 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394680.000000 Penalty: 151630.234375
Iteration 147Q: 46 clusters Score -1.203947e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21421 members 
Mstep: Class 3 contains 63556 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 103933 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12444 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 7821 members 
Mstep: Class 12 contains 12440 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33070 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120328 members 
Mstep: Class 19 contains 6441 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10311 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18829 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 9996 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45517 members 
Mstep: Class 33 contains 38688 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16421 members 
Mstep: Class 36 contains 5756 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10450 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27589 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394736.000000 Penalty: 151630.234375
Iteration 148Q: 46 clusters Score -1.203947e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21418 members 
Mstep: Class 3 contains 63557 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6336 members 
Mstep: Class 6 contains 103931 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12441 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 12452 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33070 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 120331 members 
Mstep: Class 19 contains 6444 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10306 members 
Mstep: Class 22 contains 7713 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 18825 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 10004 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65326 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8051 members 
Mstep: Class 32 contains 45510 members 
Mstep: Class 33 contains 38688 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16421 members 
Mstep: Class 36 contains 5761 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10455 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 27595 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394736.000000 Penalty: 151630.234375
Iteration 149Q: 46 clusters Score -1.203947e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63556 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 103930 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12442 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19700 members 
Mstep: Class 11 contains 7825 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33069 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120338 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 7713 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 18823 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 10002 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65324 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8051 members 
Mstep: Class 32 contains 45503 members 
Mstep: Class 33 contains 38685 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16422 members 
Mstep: Class 36 contains 5765 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10458 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 27607 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394680.000000 Penalty: 151630.234375
Iteration 150Q: 46 clusters Score -1.203947e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63555 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6314 members 
Mstep: Class 6 contains 103929 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12434 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33069 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 120352 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 7716 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18819 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 10011 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8051 members 
Mstep: Class 32 contains 45498 members 
Mstep: Class 33 contains 38684 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16420 members 
Mstep: Class 36 contains 5769 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10459 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 27610 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394656.000000 Penalty: 151630.234375
Iteration 151Q: 46 clusters Score -1.203947e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63555 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 103927 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12431 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33068 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120355 members 
Mstep: Class 19 contains 6445 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18817 members 
Mstep: Class 25 contains 10652 members 
Mstep: Class 26 contains 10017 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8053 members 
Mstep: Class 32 contains 45493 members 
Mstep: Class 33 contains 38682 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16416 members 
Mstep: Class 36 contains 5771 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10461 members 
Mstep: Class 40 contains 1229 members 
Mstep: Class 41 contains 27613 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394704.000000 Penalty: 151630.234375
Iteration 152Q: 46 clusters Score -1.203947e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63552 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 103924 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12432 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 7831 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33067 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 120358 members 
Mstep: Class 19 contains 6446 members 
Mstep: Class 20 contains 56666 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18818 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 10020 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65321 members 
Mstep: Class 29 contains 182 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45488 members 
Mstep: Class 33 contains 38681 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16411 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 27616 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394616.000000 Penalty: 151630.234375
Iteration 153Q: 46 clusters Score -1.203946e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63549 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 103923 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12430 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19693 members 
Mstep: Class 11 contains 7833 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33068 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 120360 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10305 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18817 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 10024 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65322 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8054 members 
Mstep: Class 32 contains 45487 members 
Mstep: Class 33 contains 38674 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16406 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10469 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 27623 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394728.000000 Penalty: 151630.234375
Iteration 154Q: 46 clusters Score -1.203947e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21415 members 
Mstep: Class 3 contains 63547 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12427 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19694 members 
Mstep: Class 11 contains 7834 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33069 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 120364 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10305 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18815 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 10032 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8053 members 
Mstep: Class 32 contains 45487 members 
Mstep: Class 33 contains 38674 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16402 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 27627 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394800.000000 Penalty: 151630.234375
Iteration 155Q: 46 clusters Score -1.203948e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63544 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12427 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7840 members 
Mstep: Class 12 contains 12467 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33068 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 120371 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18816 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 10034 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8053 members 
Mstep: Class 32 contains 45486 members 
Mstep: Class 33 contains 38671 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16400 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 27627 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394840.000000 Penalty: 151630.234375
Iteration 156Q: 46 clusters Score -1.203948e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63540 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33067 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 120369 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10300 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18816 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45485 members 
Mstep: Class 33 contains 38666 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16398 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1233 members 
Mstep: Class 41 contains 27632 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394824.000000 Penalty: 151630.234375
Iteration 157Q: 46 clusters Score -1.203948e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63539 members 
Mstep: Class 4 contains 3676 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12470 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33067 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6247 members 
Mstep: Class 18 contains 120369 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 20 contains 56662 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18816 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45483 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16396 members 
Mstep: Class 36 contains 5789 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27643 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394776.000000 Penalty: 151630.234375
Iteration 158Q: 46 clusters Score -1.203948e+08 nChanged 69
Entering ConstructFrom: 
Score: -120394776.000000 Penalty: 151630.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Entering Unmasked Estep 
Score: -2295849.500000 Penalty: 2378.627441
	Iteration 0F: 2 clusters Score -2295850 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 7285 members 
Entering Unmasked Estep 
Score: -2285157.000000 Penalty: 4757.254883
	Iteration 0F: 3 clusters Score -2285157 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2288496.500000 Penalty: 4757.254883
	Iteration 1F: 3 clusters Score -2288496 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2288917.500000 Penalty: 4757.254883
	Iteration 2F: 3 clusters Score -2288918 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2289258.000000 Penalty: 4757.254883
	Iteration 3F: 3 clusters Score -2289258 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2289543.250000 Penalty: 4757.254883
	Iteration 4Q: 3 clusters Score -2289543 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2289802.750000 Penalty: 4757.254883
	Iteration 5Q: 3 clusters Score -2289803 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2290142.250000 Penalty: 4757.254883
	Iteration 6Q: 3 clusters Score -2290142 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2290534.750000 Penalty: 4757.254883
	Iteration 7Q: 3 clusters Score -2290535 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2291014.250000 Penalty: 4757.254883
	Iteration 8F: 3 clusters Score -2291014 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2291582.000000 Penalty: 4757.254883
	Iteration 9F: 3 clusters Score -2291582 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2292175.500000 Penalty: 4757.254883
	Iteration 10F: 3 clusters Score -2292176 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2292694.250000 Penalty: 4757.254883
	Iteration 11F: 3 clusters Score -2292694 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2293082.750000 Penalty: 4757.254883
	Iteration 12Q: 3 clusters Score -2293083 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2293338.750000 Penalty: 4757.254883
	Iteration 13Q: 3 clusters Score -2293339 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2293498.250000 Penalty: 4757.254883
	Iteration 14Q: 3 clusters Score -2293498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2293613.750000 Penalty: 4757.254883
	Iteration 15Q: 3 clusters Score -2293614 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2293671.500000 Penalty: 4757.254883
	Iteration 16Q: 3 clusters Score -2293672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2293729.000000 Penalty: 4757.254883
	Iteration 17Q: 3 clusters Score -2293729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2293744.250000 Penalty: 4757.254883
	Iteration 18Q: 3 clusters Score -2293744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2293763.250000 Penalty: 4757.254883
	Iteration 19Q: 3 clusters Score -2293763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2293780.750000 Penalty: 4757.254883
	Iteration 20F: 3 clusters Score -2293781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2293782.250000 Penalty: 4757.254883
	Iteration 21Q: 3 clusters Score -2293782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2293787.500000 Penalty: 4757.254883
	Iteration 22Q: 3 clusters Score -2293788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2293793.250000 Penalty: 4757.254883
	Iteration 23Q: 3 clusters Score -2293793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2293795.250000 Penalty: 4757.254883
	Iteration 24Q: 3 clusters Score -2293795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2293800.500000 Penalty: 4757.254883
	Iteration 25Q: 3 clusters Score -2293800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2293795.500000 Penalty: 4757.254883
	Iteration 26Q: 3 clusters Score -2293796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2293800.250000 Penalty: 4757.254883
	Iteration 27Q: 3 clusters Score -2293800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2293810.000000 Penalty: 4757.254883
	Iteration 28Q: 3 clusters Score -2293810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2293804.250000 Penalty: 4757.254883
	Iteration 29Q: 3 clusters Score -2293804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2293803.500000 Penalty: 4757.254883
	Iteration 30Q: 3 clusters Score -2293804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2293807.750000 Penalty: 4757.254883
	Iteration 31Q: 3 clusters Score -2293808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2293810.750000 Penalty: 4757.254883
	Iteration 32Q: 3 clusters Score -2293811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2293810.250000 Penalty: 4757.254883
	Iteration 33Q: 3 clusters Score -2293810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2293807.000000 Penalty: 4757.254883
	Iteration 34Q: 3 clusters Score -2293807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2293811.000000 Penalty: 4757.254883
	Iteration 35Q: 3 clusters Score -2293811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2293814.500000 Penalty: 4757.254883
	Iteration 36Q: 3 clusters Score -2293814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2293814.250000 Penalty: 4757.254883
	Iteration 37Q: 3 clusters Score -2293814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2293815.000000 Penalty: 4757.254883
	Iteration 38Q: 3 clusters Score -2293815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2293811.000000 Penalty: 4757.254883
	Iteration 39Q: 3 clusters Score -2293811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2293816.000000 Penalty: 4757.254883
	Iteration 40F: 3 clusters Score -2293816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2293816.500000 Penalty: 4757.254883
	Iteration 41Q: 3 clusters Score -2293816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2293813.250000 Penalty: 4757.254883
	Iteration 42Q: 3 clusters Score -2293813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2293815.000000 Penalty: 4757.254883
	Iteration 43Q: 3 clusters Score -2293815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2293818.500000 Penalty: 4757.254883
	Iteration 44Q: 3 clusters Score -2293818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2293814.250000 Penalty: 4757.254883
	Iteration 45Q: 3 clusters Score -2293814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2293817.000000 Penalty: 4757.254883
	Iteration 46Q: 3 clusters Score -2293817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2293820.000000 Penalty: 4757.254883
	Iteration 47Q: 3 clusters Score -2293820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2293818.500000 Penalty: 4757.254883
	Iteration 48Q: 3 clusters Score -2293818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2293817.000000 Penalty: 4757.254883
	Iteration 49Q: 3 clusters Score -2293817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2293817.750000 Penalty: 4757.254883
	Iteration 50Q: 3 clusters Score -2293818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2293816.500000 Penalty: 4757.254883
	Iteration 51Q: 3 clusters Score -2293816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2293821.250000 Penalty: 4757.254883
	Iteration 52Q: 3 clusters Score -2293821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2293827.250000 Penalty: 4757.254883
	Iteration 53Q: 3 clusters Score -2293827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2293823.500000 Penalty: 4757.254883
	Iteration 54Q: 3 clusters Score -2293824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2293821.000000 Penalty: 4757.254883
	Iteration 55Q: 3 clusters Score -2293821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2293826.250000 Penalty: 4757.254883
	Iteration 56Q: 3 clusters Score -2293826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2293828.000000 Penalty: 4757.254883
	Iteration 57Q: 3 clusters Score -2293828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2293827.000000 Penalty: 4757.254883
	Iteration 58Q: 3 clusters Score -2293827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2293831.750000 Penalty: 4757.254883
	Iteration 59Q: 3 clusters Score -2293832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2293827.750000 Penalty: 4757.254883
	Iteration 60F: 3 clusters Score -2293828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2293826.000000 Penalty: 4757.254883
	Iteration 61Q: 3 clusters Score -2293826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2293831.000000 Penalty: 4757.254883
	Iteration 62Q: 3 clusters Score -2293831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2293831.250000 Penalty: 4757.254883
	Iteration 63Q: 3 clusters Score -2293831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2293831.000000 Penalty: 4757.254883
	Iteration 64Q: 3 clusters Score -2293831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2293833.250000 Penalty: 4757.254883
	Iteration 65Q: 3 clusters Score -2293833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2293831.000000 Penalty: 4757.254883
	Iteration 66Q: 3 clusters Score -2293831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2293832.000000 Penalty: 4757.254883
	Iteration 67Q: 3 clusters Score -2293832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2293832.000000 Penalty: 4757.254883
	Iteration 68F: 3 clusters Score -2293832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Entering Unmasked Estep 
Score: -3330251.250000 Penalty: 2472.994873
	Iteration 0F: 2 clusters Score -3330251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3315248.500000 Penalty: 4945.989746
	Iteration 0F: 3 clusters Score -3315248 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3320555.750000 Penalty: 4945.989746
	Iteration 1F: 3 clusters Score -3320556 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3321044.000000 Penalty: 4945.989746
	Iteration 2F: 3 clusters Score -3321044 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3321481.000000 Penalty: 4945.989746
	Iteration 3Q: 3 clusters Score -3321481 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3321962.250000 Penalty: 4945.989746
	Iteration 4Q: 3 clusters Score -3321962 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3322463.500000 Penalty: 4945.989746
	Iteration 5Q: 3 clusters Score -3322464 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3323048.500000 Penalty: 4945.989746
	Iteration 6F: 3 clusters Score -3323048 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3323594.750000 Penalty: 4945.989746
	Iteration 7Q: 3 clusters Score -3323595 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3324125.000000 Penalty: 4945.989746
	Iteration 8Q: 3 clusters Score -3324125 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3324662.000000 Penalty: 4945.989746
	Iteration 9Q: 3 clusters Score -3324662 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3325086.000000 Penalty: 4945.989746
	Iteration 10Q: 3 clusters Score -3325086 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3325420.250000 Penalty: 4945.989746
	Iteration 11Q: 3 clusters Score -3325420 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3325738.250000 Penalty: 4945.989746
	Iteration 12Q: 3 clusters Score -3325738 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3326010.500000 Penalty: 4945.989746
	Iteration 13Q: 3 clusters Score -3326010 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3326243.750000 Penalty: 4945.989746
	Iteration 14Q: 3 clusters Score -3326244 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3326456.750000 Penalty: 4945.989746
	Iteration 15Q: 3 clusters Score -3326457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3326655.000000 Penalty: 4945.989746
	Iteration 16Q: 3 clusters Score -3326655 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3326788.750000 Penalty: 4945.989746
	Iteration 17Q: 3 clusters Score -3326789 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3326906.000000 Penalty: 4945.989746
	Iteration 18Q: 3 clusters Score -3326906 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3326978.000000 Penalty: 4945.989746
	Iteration 19Q: 3 clusters Score -3326978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3327038.000000 Penalty: 4945.989746
	Iteration 20F: 3 clusters Score -3327038 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3327088.500000 Penalty: 4945.989746
	Iteration 21Q: 3 clusters Score -3327088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3327122.000000 Penalty: 4945.989746
	Iteration 22Q: 3 clusters Score -3327122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3327140.750000 Penalty: 4945.989746
	Iteration 23Q: 3 clusters Score -3327141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3327174.250000 Penalty: 4945.989746
	Iteration 24Q: 3 clusters Score -3327174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3327196.250000 Penalty: 4945.989746
	Iteration 25Q: 3 clusters Score -3327196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3327225.250000 Penalty: 4945.989746
	Iteration 26Q: 3 clusters Score -3327225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3327242.500000 Penalty: 4945.989746
	Iteration 27Q: 3 clusters Score -3327242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3327277.250000 Penalty: 4945.989746
	Iteration 28Q: 3 clusters Score -3327277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3327300.250000 Penalty: 4945.989746
	Iteration 29Q: 3 clusters Score -3327300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3327328.500000 Penalty: 4945.989746
	Iteration 30Q: 3 clusters Score -3327328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3327355.000000 Penalty: 4945.989746
	Iteration 31Q: 3 clusters Score -3327355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3327379.500000 Penalty: 4945.989746
	Iteration 32Q: 3 clusters Score -3327380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3327404.000000 Penalty: 4945.989746
	Iteration 33Q: 3 clusters Score -3327404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3327428.750000 Penalty: 4945.989746
	Iteration 34Q: 3 clusters Score -3327429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3327454.250000 Penalty: 4945.989746
	Iteration 35Q: 3 clusters Score -3327454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3327478.250000 Penalty: 4945.989746
	Iteration 36Q: 3 clusters Score -3327478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3327508.250000 Penalty: 4945.989746
	Iteration 37Q: 3 clusters Score -3327508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3327527.000000 Penalty: 4945.989746
	Iteration 38Q: 3 clusters Score -3327527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3327577.500000 Penalty: 4945.989746
	Iteration 39Q: 3 clusters Score -3327578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3327607.000000 Penalty: 4945.989746
	Iteration 40F: 3 clusters Score -3327607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3327623.250000 Penalty: 4945.989746
	Iteration 41Q: 3 clusters Score -3327623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3327642.750000 Penalty: 4945.989746
	Iteration 42Q: 3 clusters Score -3327643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3327667.750000 Penalty: 4945.989746
	Iteration 43Q: 3 clusters Score -3327668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3327687.250000 Penalty: 4945.989746
	Iteration 44Q: 3 clusters Score -3327687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3327698.250000 Penalty: 4945.989746
	Iteration 45Q: 3 clusters Score -3327698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3327713.000000 Penalty: 4945.989746
	Iteration 46Q: 3 clusters Score -3327713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3327738.750000 Penalty: 4945.989746
	Iteration 47Q: 3 clusters Score -3327739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3327748.250000 Penalty: 4945.989746
	Iteration 48Q: 3 clusters Score -3327748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3327754.250000 Penalty: 4945.989746
	Iteration 49Q: 3 clusters Score -3327754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3327772.500000 Penalty: 4945.989746
	Iteration 50Q: 3 clusters Score -3327772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3327780.750000 Penalty: 4945.989746
	Iteration 51Q: 3 clusters Score -3327781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3327794.000000 Penalty: 4945.989746
	Iteration 52Q: 3 clusters Score -3327794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3327798.500000 Penalty: 4945.989746
	Iteration 53Q: 3 clusters Score -3327798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3327811.500000 Penalty: 4945.989746
	Iteration 54Q: 3 clusters Score -3327812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3327821.250000 Penalty: 4945.989746
	Iteration 55Q: 3 clusters Score -3327821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3327834.250000 Penalty: 4945.989746
	Iteration 56Q: 3 clusters Score -3327834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3327844.000000 Penalty: 4945.989746
	Iteration 57Q: 3 clusters Score -3327844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3327846.250000 Penalty: 4945.989746
	Iteration 58Q: 3 clusters Score -3327846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3327852.000000 Penalty: 4945.989746
	Iteration 59Q: 3 clusters Score -3327852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3327860.000000 Penalty: 4945.989746
	Iteration 60F: 3 clusters Score -3327860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3327860.000000 Penalty: 4945.989746
	Iteration 61Q: 3 clusters Score -3327860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3327862.250000 Penalty: 4945.989746
	Iteration 62Q: 3 clusters Score -3327862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3327868.250000 Penalty: 4945.989746
	Iteration 63Q: 3 clusters Score -3327868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3327869.250000 Penalty: 4945.989746
	Iteration 64Q: 3 clusters Score -3327869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3327870.000000 Penalty: 4945.989746
	Iteration 65Q: 3 clusters Score -3327870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3327870.250000 Penalty: 4945.989746
	Iteration 66Q: 3 clusters Score -3327870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3327874.250000 Penalty: 4945.989746
	Iteration 67Q: 3 clusters Score -3327874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3327877.500000 Penalty: 4945.989746
	Iteration 68Q: 3 clusters Score -3327878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3327875.500000 Penalty: 4945.989746
	Iteration 69Q: 3 clusters Score -3327876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3327875.750000 Penalty: 4945.989746
	Iteration 70Q: 3 clusters Score -3327876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3327880.750000 Penalty: 4945.989746
	Iteration 71Q: 3 clusters Score -3327881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3327884.250000 Penalty: 4945.989746
	Iteration 72Q: 3 clusters Score -3327884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3327884.000000 Penalty: 4945.989746
	Iteration 73Q: 3 clusters Score -3327884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3327882.500000 Penalty: 4945.989746
	Iteration 74Q: 3 clusters Score -3327882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3327887.000000 Penalty: 4945.989746
	Iteration 75Q: 3 clusters Score -3327887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3327888.250000 Penalty: 4945.989746
	Iteration 76Q: 3 clusters Score -3327888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3327889.250000 Penalty: 4945.989746
	Iteration 77Q: 3 clusters Score -3327889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3327889.750000 Penalty: 4945.989746
	Iteration 78Q: 3 clusters Score -3327890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3327890.750000 Penalty: 4945.989746
	Iteration 79Q: 3 clusters Score -3327891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3327886.750000 Penalty: 4945.989746
	Iteration 80F: 3 clusters Score -3327887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3327885.250000 Penalty: 4945.989746
	Iteration 81Q: 3 clusters Score -3327885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3327884.750000 Penalty: 4945.989746
	Iteration 82Q: 3 clusters Score -3327885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3327885.000000 Penalty: 4945.989746
	Iteration 83Q: 3 clusters Score -3327885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3327887.750000 Penalty: 4945.989746
	Iteration 84Q: 3 clusters Score -3327888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3327890.250000 Penalty: 4945.989746
	Iteration 85Q: 3 clusters Score -3327890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3327891.500000 Penalty: 4945.989746
	Iteration 86Q: 3 clusters Score -3327892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3327891.500000 Penalty: 4945.989746
	Iteration 87Q: 3 clusters Score -3327892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3327891.000000 Penalty: 4945.989746
	Iteration 88Q: 3 clusters Score -3327891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3327892.500000 Penalty: 4945.989746
	Iteration 89Q: 3 clusters Score -3327892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3327891.750000 Penalty: 4945.989746
	Iteration 90Q: 3 clusters Score -3327892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3327894.750000 Penalty: 4945.989746
	Iteration 91Q: 3 clusters Score -3327895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3327895.000000 Penalty: 4945.989746
	Iteration 92Q: 3 clusters Score -3327895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3327889.750000 Penalty: 4945.989746
	Iteration 93Q: 3 clusters Score -3327890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3327893.000000 Penalty: 4945.989746
	Iteration 94Q: 3 clusters Score -3327893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3327894.250000 Penalty: 4945.989746
	Iteration 95Q: 3 clusters Score -3327894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3327894.250000 Penalty: 4945.989746
	Iteration 96F: 3 clusters Score -3327894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Entering Unmasked Estep 
Score: -9823140.000000 Penalty: 2742.721924
	Iteration 0F: 2 clusters Score -9823140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -9780480.000000 Penalty: 5485.443848
	Iteration 0F: 3 clusters Score -9780480 nChanged 29624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -9797069.000000 Penalty: 5485.443848
	Iteration 1F: 3 clusters Score -9797069 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -9797775.000000 Penalty: 5485.443848
	Iteration 2Q: 3 clusters Score -9797775 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9798498.000000 Penalty: 5485.443848
	Iteration 3Q: 3 clusters Score -9798498 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -9799378.000000 Penalty: 5485.443848
	Iteration 4Q: 3 clusters Score -9799378 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9800323.000000 Penalty: 5485.443848
	Iteration 5Q: 3 clusters Score -9800323 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -9801339.000000 Penalty: 5485.443848
	Iteration 6Q: 3 clusters Score -9801339 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9802541.000000 Penalty: 5485.443848
	Iteration 7Q: 3 clusters Score -9802541 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -9803714.000000 Penalty: 5485.443848
	Iteration 8Q: 3 clusters Score -9803714 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -9804756.000000 Penalty: 5485.443848
	Iteration 9Q: 3 clusters Score -9804756 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9805709.000000 Penalty: 5485.443848
	Iteration 10Q: 3 clusters Score -9805709 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9806498.000000 Penalty: 5485.443848
	Iteration 11Q: 3 clusters Score -9806498 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9807114.000000 Penalty: 5485.443848
	Iteration 12Q: 3 clusters Score -9807114 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -9807634.000000 Penalty: 5485.443848
	Iteration 13Q: 3 clusters Score -9807634 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -9808016.000000 Penalty: 5485.443848
	Iteration 14Q: 3 clusters Score -9808016 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9808376.000000 Penalty: 5485.443848
	Iteration 15Q: 3 clusters Score -9808376 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -9808672.000000 Penalty: 5485.443848
	Iteration 16Q: 3 clusters Score -9808672 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -9809084.000000 Penalty: 5485.443848
	Iteration 17Q: 3 clusters Score -9809084 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9809491.000000 Penalty: 5485.443848
	Iteration 18Q: 3 clusters Score -9809491 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9809993.000000 Penalty: 5485.443848
	Iteration 19Q: 3 clusters Score -9809993 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -9810698.000000 Penalty: 5485.443848
	Iteration 20F: 3 clusters Score -9810698 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -9811674.000000 Penalty: 5485.443848
	Iteration 21Q: 3 clusters Score -9811674 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -9812972.000000 Penalty: 5485.443848
	Iteration 22Q: 3 clusters Score -9812972 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -9814611.000000 Penalty: 5485.443848
	Iteration 23Q: 3 clusters Score -9814611 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -9816310.000000 Penalty: 5485.443848
	Iteration 24Q: 3 clusters Score -9816310 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -9817875.000000 Penalty: 5485.443848
	Iteration 25Q: 3 clusters Score -9817875 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -9818963.000000 Penalty: 5485.443848
	Iteration 26Q: 3 clusters Score -9818963 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -9819728.000000 Penalty: 5485.443848
	Iteration 27Q: 3 clusters Score -9819728 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -9820158.000000 Penalty: 5485.443848
	Iteration 28Q: 3 clusters Score -9820158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -9820356.000000 Penalty: 5485.443848
	Iteration 29Q: 3 clusters Score -9820356 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -9820477.000000 Penalty: 5485.443848
	Iteration 30Q: 3 clusters Score -9820477 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -9820544.000000 Penalty: 5485.443848
	Iteration 31Q: 3 clusters Score -9820544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -9820601.000000 Penalty: 5485.443848
	Iteration 32Q: 3 clusters Score -9820601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -9820633.000000 Penalty: 5485.443848
	Iteration 33Q: 3 clusters Score -9820633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -9820669.000000 Penalty: 5485.443848
	Iteration 34Q: 3 clusters Score -9820669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -9820709.000000 Penalty: 5485.443848
	Iteration 35Q: 3 clusters Score -9820709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -9820711.000000 Penalty: 5485.443848
	Iteration 36Q: 3 clusters Score -9820711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -9820726.000000 Penalty: 5485.443848
	Iteration 37Q: 3 clusters Score -9820726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -9820744.000000 Penalty: 5485.443848
	Iteration 38Q: 3 clusters Score -9820744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -9820749.000000 Penalty: 5485.443848
	Iteration 39Q: 3 clusters Score -9820749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -9820750.000000 Penalty: 5485.443848
	Iteration 40F: 3 clusters Score -9820750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -9820748.000000 Penalty: 5485.443848
	Iteration 41Q: 3 clusters Score -9820748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -9820751.000000 Penalty: 5485.443848
	Iteration 42Q: 3 clusters Score -9820751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -9820751.000000 Penalty: 5485.443848
	Iteration 43F: 3 clusters Score -9820751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -565072.187500 Penalty: 2035.840942
	Iteration 0F: 2 clusters Score -565072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -561352.625000 Penalty: 4071.681885
	Iteration 0F: 3 clusters Score -561352.6 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -562198.437500 Penalty: 4071.681885
	Iteration 1F: 3 clusters Score -562198.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -562398.312500 Penalty: 4071.681885
	Iteration 2F: 3 clusters Score -562398.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -562512.562500 Penalty: 4071.681885
	Iteration 3Q: 3 clusters Score -562512.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -562595.750000 Penalty: 4071.681885
	Iteration 4Q: 3 clusters Score -562595.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -562665.000000 Penalty: 4071.681885
	Iteration 5Q: 3 clusters Score -562665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -562722.562500 Penalty: 4071.681885
	Iteration 6Q: 3 clusters Score -562722.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -562768.687500 Penalty: 4071.681885
	Iteration 7Q: 3 clusters Score -562768.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -562803.812500 Penalty: 4071.681885
	Iteration 8Q: 3 clusters Score -562803.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -562831.687500 Penalty: 4071.681885
	Iteration 9Q: 3 clusters Score -562831.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -562859.937500 Penalty: 4071.681885
	Iteration 10Q: 3 clusters Score -562859.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -562887.875000 Penalty: 4071.681885
	Iteration 11Q: 3 clusters Score -562887.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -562912.375000 Penalty: 4071.681885
	Iteration 12Q: 3 clusters Score -562912.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -562939.687500 Penalty: 4071.681885
	Iteration 13Q: 3 clusters Score -562939.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -562964.500000 Penalty: 4071.681885
	Iteration 14Q: 3 clusters Score -562964.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -562984.625000 Penalty: 4071.681885
	Iteration 15Q: 3 clusters Score -562984.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563001.500000 Penalty: 4071.681885
	Iteration 16Q: 3 clusters Score -563001.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -563021.750000 Penalty: 4071.681885
	Iteration 17Q: 3 clusters Score -563021.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -563045.187500 Penalty: 4071.681885
	Iteration 18Q: 3 clusters Score -563045.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563065.062500 Penalty: 4071.681885
	Iteration 19Q: 3 clusters Score -563065.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -563083.187500 Penalty: 4071.681885
	Iteration 20F: 3 clusters Score -563083.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -563096.562500 Penalty: 4071.681885
	Iteration 21Q: 3 clusters Score -563096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -563114.062500 Penalty: 4071.681885
	Iteration 22Q: 3 clusters Score -563114.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -563127.937500 Penalty: 4071.681885
	Iteration 23Q: 3 clusters Score -563127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -563132.437500 Penalty: 4071.681885
	Iteration 24Q: 3 clusters Score -563132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -563138.000000 Penalty: 4071.681885
	Iteration 25Q: 3 clusters Score -563138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -563147.625000 Penalty: 4071.681885
	Iteration 26Q: 3 clusters Score -563147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -563155.500000 Penalty: 4071.681885
	Iteration 27Q: 3 clusters Score -563155.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -563159.562500 Penalty: 4071.681885
	Iteration 28Q: 3 clusters Score -563159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -563165.937500 Penalty: 4071.681885
	Iteration 29Q: 3 clusters Score -563165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -563169.750000 Penalty: 4071.681885
	Iteration 30Q: 3 clusters Score -563169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -563175.687500 Penalty: 4071.681885
	Iteration 31Q: 3 clusters Score -563175.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -563182.875000 Penalty: 4071.681885
	Iteration 32Q: 3 clusters Score -563182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -563190.250000 Penalty: 4071.681885
	Iteration 33Q: 3 clusters Score -563190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563196.687500 Penalty: 4071.681885
	Iteration 34Q: 3 clusters Score -563196.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563205.187500 Penalty: 4071.681885
	Iteration 35Q: 3 clusters Score -563205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -563211.875000 Penalty: 4071.681885
	Iteration 36Q: 3 clusters Score -563211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -563225.125000 Penalty: 4071.681885
	Iteration 37Q: 3 clusters Score -563225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -563241.187500 Penalty: 4071.681885
	Iteration 38Q: 3 clusters Score -563241.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -563266.000000 Penalty: 4071.681885
	Iteration 39Q: 3 clusters Score -563266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -563282.875000 Penalty: 4071.681885
	Iteration 40F: 3 clusters Score -563282.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -563298.250000 Penalty: 4071.681885
	Iteration 41Q: 3 clusters Score -563298.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -563315.187500 Penalty: 4071.681885
	Iteration 42Q: 3 clusters Score -563315.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -563329.125000 Penalty: 4071.681885
	Iteration 43Q: 3 clusters Score -563329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -563341.000000 Penalty: 4071.681885
	Iteration 44Q: 3 clusters Score -563341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -563352.750000 Penalty: 4071.681885
	Iteration 45Q: 3 clusters Score -563352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -563365.125000 Penalty: 4071.681885
	Iteration 46Q: 3 clusters Score -563365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -563373.687500 Penalty: 4071.681885
	Iteration 47Q: 3 clusters Score -563373.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -563379.437500 Penalty: 4071.681885
	Iteration 48Q: 3 clusters Score -563379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -563386.437500 Penalty: 4071.681885
	Iteration 49Q: 3 clusters Score -563386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -563392.750000 Penalty: 4071.681885
	Iteration 50Q: 3 clusters Score -563392.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -563400.937500 Penalty: 4071.681885
	Iteration 51Q: 3 clusters Score -563400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -563409.812500 Penalty: 4071.681885
	Iteration 52Q: 3 clusters Score -563409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -563415.312500 Penalty: 4071.681885
	Iteration 53Q: 3 clusters Score -563415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -563419.437500 Penalty: 4071.681885
	Iteration 54Q: 3 clusters Score -563419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -563424.937500 Penalty: 4071.681885
	Iteration 55Q: 3 clusters Score -563424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -563427.187500 Penalty: 4071.681885
	Iteration 56Q: 3 clusters Score -563427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -563431.750000 Penalty: 4071.681885
	Iteration 57Q: 3 clusters Score -563431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563434.562500 Penalty: 4071.681885
	Iteration 58Q: 3 clusters Score -563434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -563438.750000 Penalty: 4071.681885
	Iteration 59Q: 3 clusters Score -563438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563441.062500 Penalty: 4071.681885
	Iteration 60F: 3 clusters Score -563441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -563440.312500 Penalty: 4071.681885
	Iteration 61Q: 3 clusters Score -563440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563441.062500 Penalty: 4071.681885
	Iteration 62Q: 3 clusters Score -563441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563441.062500 Penalty: 4071.681885
	Iteration 63F: 3 clusters Score -563441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -1033724.125000 Penalty: 2167.484375
	Iteration 0F: 2 clusters Score -1033724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1028368.812500 Penalty: 4334.968750
	Iteration 0F: 3 clusters Score -1028369 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1029663.625000 Penalty: 4334.968750
	Iteration 1F: 3 clusters Score -1029664 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1029871.875000 Penalty: 4334.968750
	Iteration 2F: 3 clusters Score -1029872 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1030006.187500 Penalty: 4334.968750
	Iteration 3Q: 3 clusters Score -1030006 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1030107.062500 Penalty: 4334.968750
	Iteration 4Q: 3 clusters Score -1030107 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1030176.500000 Penalty: 4334.968750
	Iteration 5Q: 3 clusters Score -1030176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1030231.437500 Penalty: 4334.968750
	Iteration 6Q: 3 clusters Score -1030231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1030278.812500 Penalty: 4334.968750
	Iteration 7Q: 3 clusters Score -1030279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1030321.187500 Penalty: 4334.968750
	Iteration 8Q: 3 clusters Score -1030321 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1030365.000000 Penalty: 4334.968750
	Iteration 9Q: 3 clusters Score -1030365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1030415.375000 Penalty: 4334.968750
	Iteration 10Q: 3 clusters Score -1030415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1030461.562500 Penalty: 4334.968750
	Iteration 11Q: 3 clusters Score -1030462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1030517.562500 Penalty: 4334.968750
	Iteration 12Q: 3 clusters Score -1030518 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1030573.812500 Penalty: 4334.968750
	Iteration 13Q: 3 clusters Score -1030574 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1030642.562500 Penalty: 4334.968750
	Iteration 14Q: 3 clusters Score -1030643 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1030714.312500 Penalty: 4334.968750
	Iteration 15Q: 3 clusters Score -1030714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1030793.125000 Penalty: 4334.968750
	Iteration 16Q: 3 clusters Score -1030793 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1030872.437500 Penalty: 4334.968750
	Iteration 17Q: 3 clusters Score -1030872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1030949.000000 Penalty: 4334.968750
	Iteration 18Q: 3 clusters Score -1030949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1031036.000000 Penalty: 4334.968750
	Iteration 19Q: 3 clusters Score -1031036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1031117.437500 Penalty: 4334.968750
	Iteration 20F: 3 clusters Score -1031117 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1031211.187500 Penalty: 4334.968750
	Iteration 21Q: 3 clusters Score -1031211 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1031295.000000 Penalty: 4334.968750
	Iteration 22Q: 3 clusters Score -1031295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1031365.250000 Penalty: 4334.968750
	Iteration 23Q: 3 clusters Score -1031365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1031439.062500 Penalty: 4334.968750
	Iteration 24Q: 3 clusters Score -1031439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1031511.625000 Penalty: 4334.968750
	Iteration 25Q: 3 clusters Score -1031512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1031561.437500 Penalty: 4334.968750
	Iteration 26Q: 3 clusters Score -1031561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1031609.562500 Penalty: 4334.968750
	Iteration 27Q: 3 clusters Score -1031610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1031653.312500 Penalty: 4334.968750
	Iteration 28Q: 3 clusters Score -1031653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1031689.312500 Penalty: 4334.968750
	Iteration 29Q: 3 clusters Score -1031689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1031704.562500 Penalty: 4334.968750
	Iteration 30Q: 3 clusters Score -1031705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1031716.250000 Penalty: 4334.968750
	Iteration 31Q: 3 clusters Score -1031716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1031720.937500 Penalty: 4334.968750
	Iteration 32Q: 3 clusters Score -1031721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1031725.500000 Penalty: 4334.968750
	Iteration 33Q: 3 clusters Score -1031726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1031731.062500 Penalty: 4334.968750
	Iteration 34Q: 3 clusters Score -1031731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1031739.750000 Penalty: 4334.968750
	Iteration 35Q: 3 clusters Score -1031740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1031746.250000 Penalty: 4334.968750
	Iteration 36Q: 3 clusters Score -1031746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1031755.750000 Penalty: 4334.968750
	Iteration 37Q: 3 clusters Score -1031756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1031763.750000 Penalty: 4334.968750
	Iteration 38Q: 3 clusters Score -1031764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1031774.375000 Penalty: 4334.968750
	Iteration 39Q: 3 clusters Score -1031774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1031781.437500 Penalty: 4334.968750
	Iteration 40F: 3 clusters Score -1031781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1031790.375000 Penalty: 4334.968750
	Iteration 41Q: 3 clusters Score -1031790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1031796.625000 Penalty: 4334.968750
	Iteration 42Q: 3 clusters Score -1031797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1031800.812500 Penalty: 4334.968750
	Iteration 43Q: 3 clusters Score -1031801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1031807.125000 Penalty: 4334.968750
	Iteration 44Q: 3 clusters Score -1031807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1031808.125000 Penalty: 4334.968750
	Iteration 45Q: 3 clusters Score -1031808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1031809.812500 Penalty: 4334.968750
	Iteration 46Q: 3 clusters Score -1031810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1031809.812500 Penalty: 4334.968750
	Iteration 47F: 3 clusters Score -1031810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (103921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Entering Unmasked Estep 
Score: -16264410.000000 Penalty: 2864.743652
	Iteration 0F: 2 clusters Score -1.626441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -16198036.000000 Penalty: 5729.487305
	Iteration 0F: 3 clusters Score -1.619804e+07 nChanged 49165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -16226385.000000 Penalty: 5729.487305
	Iteration 1F: 3 clusters Score -1.622638e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -16227458.000000 Penalty: 5729.487305
	Iteration 2Q: 3 clusters Score -1.622746e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -16228695.000000 Penalty: 5729.487305
	Iteration 3Q: 3 clusters Score -1.62287e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -16230150.000000 Penalty: 5729.487305
	Iteration 4Q: 3 clusters Score -1.623015e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -16232088.000000 Penalty: 5729.487305
	Iteration 5Q: 3 clusters Score -1.623209e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -16234612.000000 Penalty: 5729.487305
	Iteration 6F: 3 clusters Score -1.623461e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -16237737.000000 Penalty: 5729.487305
	Iteration 7F: 3 clusters Score -1.623774e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -16241404.000000 Penalty: 5729.487305
	Iteration 8F: 3 clusters Score -1.62414e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -16245633.000000 Penalty: 5729.487305
	Iteration 9F: 3 clusters Score -1.624563e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -16250029.000000 Penalty: 5729.487305
	Iteration 10F: 3 clusters Score -1.625003e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -16253886.000000 Penalty: 5729.487305
	Iteration 11F: 3 clusters Score -1.625389e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -16256786.000000 Penalty: 5729.487305
	Iteration 12Q: 3 clusters Score -1.625679e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -16258834.000000 Penalty: 5729.487305
	Iteration 13Q: 3 clusters Score -1.625883e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -16260226.000000 Penalty: 5729.487305
	Iteration 14Q: 3 clusters Score -1.626023e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16261023.000000 Penalty: 5729.487305
	Iteration 15Q: 3 clusters Score -1.626102e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -16261413.000000 Penalty: 5729.487305
	Iteration 16Q: 3 clusters Score -1.626141e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16261654.000000 Penalty: 5729.487305
	Iteration 17Q: 3 clusters Score -1.626165e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16261811.000000 Penalty: 5729.487305
	Iteration 18Q: 3 clusters Score -1.626181e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102433 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16261936.000000 Penalty: 5729.487305
	Iteration 19Q: 3 clusters Score -1.626194e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16262018.000000 Penalty: 5729.487305
	Iteration 20F: 3 clusters Score -1.626202e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16262094.000000 Penalty: 5729.487305
	Iteration 21Q: 3 clusters Score -1.626209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16262117.000000 Penalty: 5729.487305
	Iteration 22Q: 3 clusters Score -1.626212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16262146.000000 Penalty: 5729.487305
	Iteration 23Q: 3 clusters Score -1.626215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16262165.000000 Penalty: 5729.487305
	Iteration 24Q: 3 clusters Score -1.626216e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16262183.000000 Penalty: 5729.487305
	Iteration 25Q: 3 clusters Score -1.626218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16262162.000000 Penalty: 5729.487305
	Iteration 26Q: 3 clusters Score -1.626216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -16262184.000000 Penalty: 5729.487305
	Iteration 27Q: 3 clusters Score -1.626218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16262193.000000 Penalty: 5729.487305
	Iteration 28Q: 3 clusters Score -1.626219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16262201.000000 Penalty: 5729.487305
	Iteration 29Q: 3 clusters Score -1.62622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16262223.000000 Penalty: 5729.487305
	Iteration 30Q: 3 clusters Score -1.626222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16262216.000000 Penalty: 5729.487305
	Iteration 31Q: 3 clusters Score -1.626222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16262224.000000 Penalty: 5729.487305
	Iteration 32Q: 3 clusters Score -1.626222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16262253.000000 Penalty: 5729.487305
	Iteration 33Q: 3 clusters Score -1.626225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -16262284.000000 Penalty: 5729.487305
	Iteration 34Q: 3 clusters Score -1.626228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -16262300.000000 Penalty: 5729.487305
	Iteration 35Q: 3 clusters Score -1.62623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16262297.000000 Penalty: 5729.487305
	Iteration 36Q: 3 clusters Score -1.62623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16262303.000000 Penalty: 5729.487305
	Iteration 37Q: 3 clusters Score -1.62623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16262306.000000 Penalty: 5729.487305
	Iteration 38Q: 3 clusters Score -1.626231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16262299.000000 Penalty: 5729.487305
	Iteration 39Q: 3 clusters Score -1.62623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16262298.000000 Penalty: 5729.487305
	Iteration 40F: 3 clusters Score -1.62623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16262307.000000 Penalty: 5729.487305
	Iteration 41Q: 3 clusters Score -1.626231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16262319.000000 Penalty: 5729.487305
	Iteration 42Q: 3 clusters Score -1.626232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16262310.000000 Penalty: 5729.487305
	Iteration 43Q: 3 clusters Score -1.626231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16262310.000000 Penalty: 5729.487305
	Iteration 44F: 3 clusters Score -1.626231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -96186.546875 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -96186.55 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 298 members 
Entering Unmasked Estep 
Score: -94576.742188 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -94576.74 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94783.546875 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -94783.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -94853.156250 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -94853.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94873.773438 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -94873.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94882.273438 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -94882.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94886.578125 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -94886.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94886.578125 Penalty: 3204.888184
	Iteration 6F: 3 clusters Score -94886.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Entering Unmasked Estep 
Score: -1845613.125000 Penalty: 2337.991455
	Iteration 0F: 2 clusters Score -1845613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1836397.375000 Penalty: 4675.982910
	Iteration 0F: 3 clusters Score -1836397 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1839262.875000 Penalty: 4675.982910
	Iteration 1F: 3 clusters Score -1839263 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1839698.875000 Penalty: 4675.982910
	Iteration 2F: 3 clusters Score -1839699 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1840103.875000 Penalty: 4675.982910
	Iteration 3F: 3 clusters Score -1840104 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1840569.000000 Penalty: 4675.982910
	Iteration 4F: 3 clusters Score -1840569 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1841065.500000 Penalty: 4675.982910
	Iteration 5F: 3 clusters Score -1841066 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1841529.750000 Penalty: 4675.982910
	Iteration 6F: 3 clusters Score -1841530 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1841993.000000 Penalty: 4675.982910
	Iteration 7F: 3 clusters Score -1841993 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1842424.875000 Penalty: 4675.982910
	Iteration 8Q: 3 clusters Score -1842425 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1842850.500000 Penalty: 4675.982910
	Iteration 9Q: 3 clusters Score -1842850 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1843309.125000 Penalty: 4675.982910
	Iteration 10Q: 3 clusters Score -1843309 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1843671.875000 Penalty: 4675.982910
	Iteration 11Q: 3 clusters Score -1843672 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1843935.250000 Penalty: 4675.982910
	Iteration 12Q: 3 clusters Score -1843935 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1844103.125000 Penalty: 4675.982910
	Iteration 13Q: 3 clusters Score -1844103 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1844178.500000 Penalty: 4675.982910
	Iteration 14Q: 3 clusters Score -1844178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1844208.375000 Penalty: 4675.982910
	Iteration 15Q: 3 clusters Score -1844208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1844242.000000 Penalty: 4675.982910
	Iteration 16Q: 3 clusters Score -1844242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1844262.000000 Penalty: 4675.982910
	Iteration 17Q: 3 clusters Score -1844262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1844278.375000 Penalty: 4675.982910
	Iteration 18Q: 3 clusters Score -1844278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1844301.625000 Penalty: 4675.982910
	Iteration 19Q: 3 clusters Score -1844302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1844311.625000 Penalty: 4675.982910
	Iteration 20F: 3 clusters Score -1844312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1844324.500000 Penalty: 4675.982910
	Iteration 21Q: 3 clusters Score -1844324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1844337.000000 Penalty: 4675.982910
	Iteration 22Q: 3 clusters Score -1844337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1844357.625000 Penalty: 4675.982910
	Iteration 23Q: 3 clusters Score -1844358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1844371.375000 Penalty: 4675.982910
	Iteration 24Q: 3 clusters Score -1844371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1844383.750000 Penalty: 4675.982910
	Iteration 25Q: 3 clusters Score -1844384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1844389.250000 Penalty: 4675.982910
	Iteration 26Q: 3 clusters Score -1844389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1844396.500000 Penalty: 4675.982910
	Iteration 27Q: 3 clusters Score -1844396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1844401.875000 Penalty: 4675.982910
	Iteration 28Q: 3 clusters Score -1844402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1844415.875000 Penalty: 4675.982910
	Iteration 29Q: 3 clusters Score -1844416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1844423.250000 Penalty: 4675.982910
	Iteration 30Q: 3 clusters Score -1844423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1844433.875000 Penalty: 4675.982910
	Iteration 31Q: 3 clusters Score -1844434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1844435.125000 Penalty: 4675.982910
	Iteration 32Q: 3 clusters Score -1844435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1844437.125000 Penalty: 4675.982910
	Iteration 33Q: 3 clusters Score -1844437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1844445.250000 Penalty: 4675.982910
	Iteration 34Q: 3 clusters Score -1844445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1844444.000000 Penalty: 4675.982910
	Iteration 35Q: 3 clusters Score -1844444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1844455.000000 Penalty: 4675.982910
	Iteration 36Q: 3 clusters Score -1844455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1844461.375000 Penalty: 4675.982910
	Iteration 37Q: 3 clusters Score -1844461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1844469.750000 Penalty: 4675.982910
	Iteration 38Q: 3 clusters Score -1844470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1844469.875000 Penalty: 4675.982910
	Iteration 39Q: 3 clusters Score -1844470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1844474.625000 Penalty: 4675.982910
	Iteration 40F: 3 clusters Score -1844475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1844484.000000 Penalty: 4675.982910
	Iteration 41Q: 3 clusters Score -1844484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1844484.125000 Penalty: 4675.982910
	Iteration 42Q: 3 clusters Score -1844484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1844485.625000 Penalty: 4675.982910
	Iteration 43Q: 3 clusters Score -1844486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1844487.250000 Penalty: 4675.982910
	Iteration 44Q: 3 clusters Score -1844487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1844489.750000 Penalty: 4675.982910
	Iteration 45Q: 3 clusters Score -1844490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1844491.750000 Penalty: 4675.982910
	Iteration 46Q: 3 clusters Score -1844492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1844494.750000 Penalty: 4675.982910
	Iteration 47Q: 3 clusters Score -1844495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1844496.000000 Penalty: 4675.982910
	Iteration 48Q: 3 clusters Score -1844496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1844503.375000 Penalty: 4675.982910
	Iteration 49Q: 3 clusters Score -1844503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1844515.625000 Penalty: 4675.982910
	Iteration 50Q: 3 clusters Score -1844516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1844519.500000 Penalty: 4675.982910
	Iteration 51Q: 3 clusters Score -1844520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1844522.500000 Penalty: 4675.982910
	Iteration 52Q: 3 clusters Score -1844522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1844520.000000 Penalty: 4675.982910
	Iteration 53Q: 3 clusters Score -1844520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1844525.875000 Penalty: 4675.982910
	Iteration 54Q: 3 clusters Score -1844526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1844528.750000 Penalty: 4675.982910
	Iteration 55Q: 3 clusters Score -1844529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1844532.625000 Penalty: 4675.982910
	Iteration 56Q: 3 clusters Score -1844533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1844530.625000 Penalty: 4675.982910
	Iteration 57Q: 3 clusters Score -1844531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1844536.875000 Penalty: 4675.982910
	Iteration 58Q: 3 clusters Score -1844537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1844538.000000 Penalty: 4675.982910
	Iteration 59Q: 3 clusters Score -1844538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1844544.000000 Penalty: 4675.982910
	Iteration 60F: 3 clusters Score -1844544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1844549.375000 Penalty: 4675.982910
	Iteration 61Q: 3 clusters Score -1844549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1844551.375000 Penalty: 4675.982910
	Iteration 62Q: 3 clusters Score -1844551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1844552.250000 Penalty: 4675.982910
	Iteration 63Q: 3 clusters Score -1844552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1844552.875000 Penalty: 4675.982910
	Iteration 64Q: 3 clusters Score -1844553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1844554.625000 Penalty: 4675.982910
	Iteration 65Q: 3 clusters Score -1844555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1844557.125000 Penalty: 4675.982910
	Iteration 66Q: 3 clusters Score -1844557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1844555.000000 Penalty: 4675.982910
	Iteration 67Q: 3 clusters Score -1844555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1844555.000000 Penalty: 4675.982910
	Iteration 68F: 3 clusters Score -1844555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23470.501953 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22376.449219 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22376.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22418.957031 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22418.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22431.275391 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22431.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22431.275391 Penalty: 2567.370361
	Iteration 3F: 3 clusters Score -22431.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Entering Unmasked Estep 
Score: -3053919.750000 Penalty: 2452.442627
	Iteration 0F: 2 clusters Score -3053920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3040095.250000 Penalty: 4904.885254
	Iteration 0F: 3 clusters Score -3040095 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3044799.250000 Penalty: 4904.885254
	Iteration 1F: 3 clusters Score -3044799 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3045226.500000 Penalty: 4904.885254
	Iteration 2F: 3 clusters Score -3045226 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3045586.000000 Penalty: 4904.885254
	Iteration 3Q: 3 clusters Score -3045586 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3045988.500000 Penalty: 4904.885254
	Iteration 4Q: 3 clusters Score -3045988 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3046496.250000 Penalty: 4904.885254
	Iteration 5Q: 3 clusters Score -3046496 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3047085.000000 Penalty: 4904.885254
	Iteration 6F: 3 clusters Score -3047085 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3047754.500000 Penalty: 4904.885254
	Iteration 7F: 3 clusters Score -3047754 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3048376.500000 Penalty: 4904.885254
	Iteration 8F: 3 clusters Score -3048376 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3048952.500000 Penalty: 4904.885254
	Iteration 9F: 3 clusters Score -3048952 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3049349.250000 Penalty: 4904.885254
	Iteration 10Q: 3 clusters Score -3049349 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3049667.750000 Penalty: 4904.885254
	Iteration 11Q: 3 clusters Score -3049668 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3049876.250000 Penalty: 4904.885254
	Iteration 12Q: 3 clusters Score -3049876 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3050054.250000 Penalty: 4904.885254
	Iteration 13Q: 3 clusters Score -3050054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3050192.000000 Penalty: 4904.885254
	Iteration 14Q: 3 clusters Score -3050192 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3050271.000000 Penalty: 4904.885254
	Iteration 15Q: 3 clusters Score -3050271 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3050360.750000 Penalty: 4904.885254
	Iteration 16Q: 3 clusters Score -3050361 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3050441.500000 Penalty: 4904.885254
	Iteration 17Q: 3 clusters Score -3050442 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3050491.250000 Penalty: 4904.885254
	Iteration 18Q: 3 clusters Score -3050491 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3050568.000000 Penalty: 4904.885254
	Iteration 19Q: 3 clusters Score -3050568 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3050632.500000 Penalty: 4904.885254
	Iteration 20F: 3 clusters Score -3050632 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3050697.750000 Penalty: 4904.885254
	Iteration 21Q: 3 clusters Score -3050698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3050773.000000 Penalty: 4904.885254
	Iteration 22Q: 3 clusters Score -3050773 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3050872.500000 Penalty: 4904.885254
	Iteration 23Q: 3 clusters Score -3050872 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3050963.750000 Penalty: 4904.885254
	Iteration 24Q: 3 clusters Score -3050964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3051041.750000 Penalty: 4904.885254
	Iteration 25Q: 3 clusters Score -3051042 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3051128.000000 Penalty: 4904.885254
	Iteration 26Q: 3 clusters Score -3051128 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3051202.250000 Penalty: 4904.885254
	Iteration 27Q: 3 clusters Score -3051202 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3051286.750000 Penalty: 4904.885254
	Iteration 28Q: 3 clusters Score -3051287 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3051365.000000 Penalty: 4904.885254
	Iteration 29Q: 3 clusters Score -3051365 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3051447.500000 Penalty: 4904.885254
	Iteration 30Q: 3 clusters Score -3051448 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3051511.000000 Penalty: 4904.885254
	Iteration 31Q: 3 clusters Score -3051511 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3051594.500000 Penalty: 4904.885254
	Iteration 32Q: 3 clusters Score -3051594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3051645.750000 Penalty: 4904.885254
	Iteration 33Q: 3 clusters Score -3051646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3051684.500000 Penalty: 4904.885254
	Iteration 34Q: 3 clusters Score -3051684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3051719.000000 Penalty: 4904.885254
	Iteration 35Q: 3 clusters Score -3051719 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3051742.000000 Penalty: 4904.885254
	Iteration 36Q: 3 clusters Score -3051742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3051768.000000 Penalty: 4904.885254
	Iteration 37Q: 3 clusters Score -3051768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3051791.500000 Penalty: 4904.885254
	Iteration 38Q: 3 clusters Score -3051792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3051787.750000 Penalty: 4904.885254
	Iteration 39Q: 3 clusters Score -3051788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3051797.000000 Penalty: 4904.885254
	Iteration 40F: 3 clusters Score -3051797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3051820.000000 Penalty: 4904.885254
	Iteration 41Q: 3 clusters Score -3051820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3051834.000000 Penalty: 4904.885254
	Iteration 42Q: 3 clusters Score -3051834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3051843.250000 Penalty: 4904.885254
	Iteration 43Q: 3 clusters Score -3051843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3051858.500000 Penalty: 4904.885254
	Iteration 44Q: 3 clusters Score -3051858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3051871.250000 Penalty: 4904.885254
	Iteration 45Q: 3 clusters Score -3051871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3051880.000000 Penalty: 4904.885254
	Iteration 46Q: 3 clusters Score -3051880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3051893.750000 Penalty: 4904.885254
	Iteration 47Q: 3 clusters Score -3051894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3051896.000000 Penalty: 4904.885254
	Iteration 48Q: 3 clusters Score -3051896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3051908.000000 Penalty: 4904.885254
	Iteration 49Q: 3 clusters Score -3051908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3051903.500000 Penalty: 4904.885254
	Iteration 50Q: 3 clusters Score -3051904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3051914.250000 Penalty: 4904.885254
	Iteration 51Q: 3 clusters Score -3051914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3051916.250000 Penalty: 4904.885254
	Iteration 52Q: 3 clusters Score -3051916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3051911.750000 Penalty: 4904.885254
	Iteration 53Q: 3 clusters Score -3051912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3051920.250000 Penalty: 4904.885254
	Iteration 54Q: 3 clusters Score -3051920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3051926.500000 Penalty: 4904.885254
	Iteration 55Q: 3 clusters Score -3051926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3051937.750000 Penalty: 4904.885254
	Iteration 56Q: 3 clusters Score -3051938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3051943.500000 Penalty: 4904.885254
	Iteration 57Q: 3 clusters Score -3051944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3051943.750000 Penalty: 4904.885254
	Iteration 58Q: 3 clusters Score -3051944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3051942.500000 Penalty: 4904.885254
	Iteration 59Q: 3 clusters Score -3051942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3051947.000000 Penalty: 4904.885254
	Iteration 60F: 3 clusters Score -3051947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3051950.750000 Penalty: 4904.885254
	Iteration 61Q: 3 clusters Score -3051951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3051955.250000 Penalty: 4904.885254
	Iteration 62Q: 3 clusters Score -3051955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3051956.250000 Penalty: 4904.885254
	Iteration 63Q: 3 clusters Score -3051956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3051961.750000 Penalty: 4904.885254
	Iteration 64Q: 3 clusters Score -3051962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3051962.250000 Penalty: 4904.885254
	Iteration 65Q: 3 clusters Score -3051962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3051962.750000 Penalty: 4904.885254
	Iteration 66Q: 3 clusters Score -3051963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3051970.750000 Penalty: 4904.885254
	Iteration 67Q: 3 clusters Score -3051971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3051978.750000 Penalty: 4904.885254
	Iteration 68Q: 3 clusters Score -3051979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3051978.000000 Penalty: 4904.885254
	Iteration 69Q: 3 clusters Score -3051978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3051988.000000 Penalty: 4904.885254
	Iteration 70Q: 3 clusters Score -3051988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3051997.250000 Penalty: 4904.885254
	Iteration 71Q: 3 clusters Score -3051997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3052003.500000 Penalty: 4904.885254
	Iteration 72Q: 3 clusters Score -3052004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3052002.250000 Penalty: 4904.885254
	Iteration 73Q: 3 clusters Score -3052002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3052002.750000 Penalty: 4904.885254
	Iteration 74Q: 3 clusters Score -3052003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3052007.500000 Penalty: 4904.885254
	Iteration 75Q: 3 clusters Score -3052008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3052009.250000 Penalty: 4904.885254
	Iteration 76Q: 3 clusters Score -3052009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3052012.000000 Penalty: 4904.885254
	Iteration 77Q: 3 clusters Score -3052012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3052012.250000 Penalty: 4904.885254
	Iteration 78Q: 3 clusters Score -3052012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3052014.500000 Penalty: 4904.885254
	Iteration 79Q: 3 clusters Score -3052014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3052015.500000 Penalty: 4904.885254
	Iteration 80F: 3 clusters Score -3052016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3052014.750000 Penalty: 4904.885254
	Iteration 81Q: 3 clusters Score -3052015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3052016.500000 Penalty: 4904.885254
	Iteration 82Q: 3 clusters Score -3052016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3052014.250000 Penalty: 4904.885254
	Iteration 83Q: 3 clusters Score -3052014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3052017.250000 Penalty: 4904.885254
	Iteration 84Q: 3 clusters Score -3052017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3052023.500000 Penalty: 4904.885254
	Iteration 85Q: 3 clusters Score -3052024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3052028.500000 Penalty: 4904.885254
	Iteration 86Q: 3 clusters Score -3052028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3052029.000000 Penalty: 4904.885254
	Iteration 87Q: 3 clusters Score -3052029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3052035.000000 Penalty: 4904.885254
	Iteration 88Q: 3 clusters Score -3052035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3052034.500000 Penalty: 4904.885254
	Iteration 89Q: 3 clusters Score -3052034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3052035.500000 Penalty: 4904.885254
	Iteration 90Q: 3 clusters Score -3052036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3052034.500000 Penalty: 4904.885254
	Iteration 91Q: 3 clusters Score -3052034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3052034.250000 Penalty: 4904.885254
	Iteration 92Q: 3 clusters Score -3052034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3052034.250000 Penalty: 4904.885254
	Iteration 93F: 3 clusters Score -3052034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Entering Unmasked Estep 
Score: -1163453.000000 Penalty: 2224.004150
	Iteration 0F: 2 clusters Score -1163453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1157150.500000 Penalty: 4448.008301
	Iteration 0F: 3 clusters Score -1157150 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1158953.375000 Penalty: 4448.008301
	Iteration 1F: 3 clusters Score -1158953 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1159314.250000 Penalty: 4448.008301
	Iteration 2F: 3 clusters Score -1159314 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1159586.125000 Penalty: 4448.008301
	Iteration 3F: 3 clusters Score -1159586 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1159850.875000 Penalty: 4448.008301
	Iteration 4F: 3 clusters Score -1159851 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1160098.500000 Penalty: 4448.008301
	Iteration 5Q: 3 clusters Score -1160098 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1160365.000000 Penalty: 4448.008301
	Iteration 6Q: 3 clusters Score -1160365 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1160648.250000 Penalty: 4448.008301
	Iteration 7Q: 3 clusters Score -1160648 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1160930.375000 Penalty: 4448.008301
	Iteration 8Q: 3 clusters Score -1160930 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1161239.375000 Penalty: 4448.008301
	Iteration 9Q: 3 clusters Score -1161239 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1161566.500000 Penalty: 4448.008301
	Iteration 10Q: 3 clusters Score -1161566 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1161848.750000 Penalty: 4448.008301
	Iteration 11Q: 3 clusters Score -1161849 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1162090.000000 Penalty: 4448.008301
	Iteration 12Q: 3 clusters Score -1162090 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1162269.500000 Penalty: 4448.008301
	Iteration 13Q: 3 clusters Score -1162270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1162376.250000 Penalty: 4448.008301
	Iteration 14Q: 3 clusters Score -1162376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1162449.875000 Penalty: 4448.008301
	Iteration 15Q: 3 clusters Score -1162450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1162506.375000 Penalty: 4448.008301
	Iteration 16Q: 3 clusters Score -1162506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1162536.500000 Penalty: 4448.008301
	Iteration 17Q: 3 clusters Score -1162536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1162555.625000 Penalty: 4448.008301
	Iteration 18Q: 3 clusters Score -1162556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1162573.250000 Penalty: 4448.008301
	Iteration 19Q: 3 clusters Score -1162573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1162593.250000 Penalty: 4448.008301
	Iteration 20F: 3 clusters Score -1162593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1162606.375000 Penalty: 4448.008301
	Iteration 21Q: 3 clusters Score -1162606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1162616.625000 Penalty: 4448.008301
	Iteration 22Q: 3 clusters Score -1162617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1162623.750000 Penalty: 4448.008301
	Iteration 23Q: 3 clusters Score -1162624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1162634.000000 Penalty: 4448.008301
	Iteration 24Q: 3 clusters Score -1162634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1162641.000000 Penalty: 4448.008301
	Iteration 25Q: 3 clusters Score -1162641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1162652.125000 Penalty: 4448.008301
	Iteration 26Q: 3 clusters Score -1162652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1162664.375000 Penalty: 4448.008301
	Iteration 27Q: 3 clusters Score -1162664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1162679.625000 Penalty: 4448.008301
	Iteration 28Q: 3 clusters Score -1162680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1162697.000000 Penalty: 4448.008301
	Iteration 29Q: 3 clusters Score -1162697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1162727.625000 Penalty: 4448.008301
	Iteration 30Q: 3 clusters Score -1162728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1162770.250000 Penalty: 4448.008301
	Iteration 31Q: 3 clusters Score -1162770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1162807.625000 Penalty: 4448.008301
	Iteration 32Q: 3 clusters Score -1162808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1162849.125000 Penalty: 4448.008301
	Iteration 33Q: 3 clusters Score -1162849 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1162898.250000 Penalty: 4448.008301
	Iteration 34Q: 3 clusters Score -1162898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1162960.750000 Penalty: 4448.008301
	Iteration 35Q: 3 clusters Score -1162961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1163011.250000 Penalty: 4448.008301
	Iteration 36Q: 3 clusters Score -1163011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1163069.875000 Penalty: 4448.008301
	Iteration 37Q: 3 clusters Score -1163070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1163147.250000 Penalty: 4448.008301
	Iteration 38Q: 3 clusters Score -1163147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1163229.875000 Penalty: 4448.008301
	Iteration 39Q: 3 clusters Score -1163230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1163259.125000 Penalty: 4448.008301
	Iteration 40F: 3 clusters Score -1163259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1163275.500000 Penalty: 4448.008301
	Iteration 41Q: 3 clusters Score -1163276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1163280.750000 Penalty: 4448.008301
	Iteration 42Q: 3 clusters Score -1163281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1163289.375000 Penalty: 4448.008301
	Iteration 43Q: 3 clusters Score -1163289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1163294.125000 Penalty: 4448.008301
	Iteration 44Q: 3 clusters Score -1163294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1163297.625000 Penalty: 4448.008301
	Iteration 45Q: 3 clusters Score -1163298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1163298.250000 Penalty: 4448.008301
	Iteration 46Q: 3 clusters Score -1163298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1163300.250000 Penalty: 4448.008301
	Iteration 47Q: 3 clusters Score -1163300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1163301.000000 Penalty: 4448.008301
	Iteration 48Q: 3 clusters Score -1163301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1163302.000000 Penalty: 4448.008301
	Iteration 49Q: 3 clusters Score -1163302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1163300.875000 Penalty: 4448.008301
	Iteration 50Q: 3 clusters Score -1163301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1163304.125000 Penalty: 4448.008301
	Iteration 51Q: 3 clusters Score -1163304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1163303.250000 Penalty: 4448.008301
	Iteration 52Q: 3 clusters Score -1163303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1163303.375000 Penalty: 4448.008301
	Iteration 53Q: 3 clusters Score -1163303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1163303.375000 Penalty: 4448.008301
	Iteration 54F: 3 clusters Score -1163303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Entering Unmasked Estep 
Score: -1858316.625000 Penalty: 2338.868408
	Iteration 0F: 2 clusters Score -1858317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1849161.625000 Penalty: 4677.736816
	Iteration 0F: 3 clusters Score -1849162 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1852179.750000 Penalty: 4677.736816
	Iteration 1F: 3 clusters Score -1852180 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1852653.250000 Penalty: 4677.736816
	Iteration 2F: 3 clusters Score -1852653 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1853040.250000 Penalty: 4677.736816
	Iteration 3F: 3 clusters Score -1853040 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1853345.875000 Penalty: 4677.736816
	Iteration 4Q: 3 clusters Score -1853346 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1853630.000000 Penalty: 4677.736816
	Iteration 5Q: 3 clusters Score -1853630 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1853889.625000 Penalty: 4677.736816
	Iteration 6Q: 3 clusters Score -1853890 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1854102.250000 Penalty: 4677.736816
	Iteration 7Q: 3 clusters Score -1854102 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1854290.500000 Penalty: 4677.736816
	Iteration 8Q: 3 clusters Score -1854290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1854456.875000 Penalty: 4677.736816
	Iteration 9Q: 3 clusters Score -1854457 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1854626.000000 Penalty: 4677.736816
	Iteration 10Q: 3 clusters Score -1854626 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1854784.000000 Penalty: 4677.736816
	Iteration 11Q: 3 clusters Score -1854784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1854956.500000 Penalty: 4677.736816
	Iteration 12Q: 3 clusters Score -1854956 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1855116.625000 Penalty: 4677.736816
	Iteration 13Q: 3 clusters Score -1855117 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1855263.250000 Penalty: 4677.736816
	Iteration 14Q: 3 clusters Score -1855263 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1855391.500000 Penalty: 4677.736816
	Iteration 15Q: 3 clusters Score -1855392 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1855524.500000 Penalty: 4677.736816
	Iteration 16Q: 3 clusters Score -1855524 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1855635.250000 Penalty: 4677.736816
	Iteration 17Q: 3 clusters Score -1855635 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1855751.625000 Penalty: 4677.736816
	Iteration 18Q: 3 clusters Score -1855752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1855840.125000 Penalty: 4677.736816
	Iteration 19Q: 3 clusters Score -1855840 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1855935.375000 Penalty: 4677.736816
	Iteration 20F: 3 clusters Score -1855935 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1856006.000000 Penalty: 4677.736816
	Iteration 21Q: 3 clusters Score -1856006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1856086.625000 Penalty: 4677.736816
	Iteration 22Q: 3 clusters Score -1856087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1856193.125000 Penalty: 4677.736816
	Iteration 23Q: 3 clusters Score -1856193 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1856300.125000 Penalty: 4677.736816
	Iteration 24Q: 3 clusters Score -1856300 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1856409.750000 Penalty: 4677.736816
	Iteration 25Q: 3 clusters Score -1856410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1856521.625000 Penalty: 4677.736816
	Iteration 26Q: 3 clusters Score -1856522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1856641.375000 Penalty: 4677.736816
	Iteration 27Q: 3 clusters Score -1856641 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1856781.500000 Penalty: 4677.736816
	Iteration 28Q: 3 clusters Score -1856782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1856932.500000 Penalty: 4677.736816
	Iteration 29Q: 3 clusters Score -1856932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1857107.625000 Penalty: 4677.736816
	Iteration 30Q: 3 clusters Score -1857108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1857232.125000 Penalty: 4677.736816
	Iteration 31Q: 3 clusters Score -1857232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1857334.000000 Penalty: 4677.736816
	Iteration 32Q: 3 clusters Score -1857334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1857392.375000 Penalty: 4677.736816
	Iteration 33Q: 3 clusters Score -1857392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1857431.375000 Penalty: 4677.736816
	Iteration 34Q: 3 clusters Score -1857431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1857458.375000 Penalty: 4677.736816
	Iteration 35Q: 3 clusters Score -1857458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1857478.625000 Penalty: 4677.736816
	Iteration 36Q: 3 clusters Score -1857479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1857494.000000 Penalty: 4677.736816
	Iteration 37Q: 3 clusters Score -1857494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1857502.375000 Penalty: 4677.736816
	Iteration 38Q: 3 clusters Score -1857502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1857513.750000 Penalty: 4677.736816
	Iteration 39Q: 3 clusters Score -1857514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1857519.125000 Penalty: 4677.736816
	Iteration 40F: 3 clusters Score -1857519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1857521.750000 Penalty: 4677.736816
	Iteration 41Q: 3 clusters Score -1857522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1857526.875000 Penalty: 4677.736816
	Iteration 42Q: 3 clusters Score -1857527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1857530.875000 Penalty: 4677.736816
	Iteration 43Q: 3 clusters Score -1857531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1857535.500000 Penalty: 4677.736816
	Iteration 44Q: 3 clusters Score -1857536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1857542.250000 Penalty: 4677.736816
	Iteration 45Q: 3 clusters Score -1857542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1857546.375000 Penalty: 4677.736816
	Iteration 46Q: 3 clusters Score -1857546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1857542.125000 Penalty: 4677.736816
	Iteration 47Q: 3 clusters Score -1857542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1857544.125000 Penalty: 4677.736816
	Iteration 48Q: 3 clusters Score -1857544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1857545.500000 Penalty: 4677.736816
	Iteration 49Q: 3 clusters Score -1857546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1857545.500000 Penalty: 4677.736816
	Iteration 50F: 3 clusters Score -1857546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -171518.812500 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -171518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -169475.375000 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -169475.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -169819.734375 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -169819.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169997.328125 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -169997.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -170318.875000 Penalty: 3490.801514
	Iteration 3F: 3 clusters Score -170318.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170536.421875 Penalty: 3490.801514
	Iteration 4F: 3 clusters Score -170536.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170760.546875 Penalty: 3490.801514
	Iteration 5F: 3 clusters Score -170760.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -171119.437500 Penalty: 3490.801514
	Iteration 6F: 3 clusters Score -171119.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -171583.390625 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -171583.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -172077.750000 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -172077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -172145.531250 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -172145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -172192.078125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -172192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -172227.906250 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -172227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -172250.265625 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -172250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -172255.984375 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -172256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -172258.390625 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -172258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -172258.390625 Penalty: 3490.801514
	Iteration 15F: 3 clusters Score -172258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 10036 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27644 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8074 members 
Mstep: Class 46 contains 450 members 
Entering Unmasked Estep 
Score: -120393856.000000 Penalty: 154999.796875
Splitting cluster 13 changes total score from -120394776.000000 to -120393856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (33066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Entering Unmasked Estep 
Score: -5159833.500000 Penalty: 2580.752686
	Iteration 0F: 2 clusters Score -5159834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5137138.000000 Penalty: 5161.505371
	Iteration 0F: 3 clusters Score -5137138 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5145497.500000 Penalty: 5161.505371
	Iteration 1F: 3 clusters Score -5145498 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5146204.500000 Penalty: 5161.505371
	Iteration 2F: 3 clusters Score -5146204 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5147070.500000 Penalty: 5161.505371
	Iteration 3F: 3 clusters Score -5147070 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5148325.000000 Penalty: 5161.505371
	Iteration 4F: 3 clusters Score -5148325 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5149731.000000 Penalty: 5161.505371
	Iteration 5F: 3 clusters Score -5149731 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5150983.000000 Penalty: 5161.505371
	Iteration 6F: 3 clusters Score -5150983 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5151883.000000 Penalty: 5161.505371
	Iteration 7F: 3 clusters Score -5151883 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -5152543.500000 Penalty: 5161.505371
	Iteration 8Q: 3 clusters Score -5152544 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5153077.500000 Penalty: 5161.505371
	Iteration 9Q: 3 clusters Score -5153078 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -5153610.000000 Penalty: 5161.505371
	Iteration 10Q: 3 clusters Score -5153610 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -5154117.500000 Penalty: 5161.505371
	Iteration 11Q: 3 clusters Score -5154118 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5154654.000000 Penalty: 5161.505371
	Iteration 12Q: 3 clusters Score -5154654 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5155162.000000 Penalty: 5161.505371
	Iteration 13Q: 3 clusters Score -5155162 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5155670.500000 Penalty: 5161.505371
	Iteration 14Q: 3 clusters Score -5155670 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5156083.500000 Penalty: 5161.505371
	Iteration 15Q: 3 clusters Score -5156084 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5156505.500000 Penalty: 5161.505371
	Iteration 16Q: 3 clusters Score -5156506 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5156820.500000 Penalty: 5161.505371
	Iteration 17Q: 3 clusters Score -5156820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5157072.500000 Penalty: 5161.505371
	Iteration 18Q: 3 clusters Score -5157072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5157239.500000 Penalty: 5161.505371
	Iteration 19Q: 3 clusters Score -5157240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5157375.500000 Penalty: 5161.505371
	Iteration 20F: 3 clusters Score -5157376 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5157468.000000 Penalty: 5161.505371
	Iteration 21Q: 3 clusters Score -5157468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5157529.000000 Penalty: 5161.505371
	Iteration 22Q: 3 clusters Score -5157529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5157563.500000 Penalty: 5161.505371
	Iteration 23Q: 3 clusters Score -5157564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5157606.000000 Penalty: 5161.505371
	Iteration 24Q: 3 clusters Score -5157606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5157620.000000 Penalty: 5161.505371
	Iteration 25Q: 3 clusters Score -5157620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5157649.500000 Penalty: 5161.505371
	Iteration 26Q: 3 clusters Score -5157650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5157677.000000 Penalty: 5161.505371
	Iteration 27Q: 3 clusters Score -5157677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5157699.000000 Penalty: 5161.505371
	Iteration 28Q: 3 clusters Score -5157699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5157712.500000 Penalty: 5161.505371
	Iteration 29Q: 3 clusters Score -5157712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5157728.500000 Penalty: 5161.505371
	Iteration 30Q: 3 clusters Score -5157728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5157734.000000 Penalty: 5161.505371
	Iteration 31Q: 3 clusters Score -5157734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5157733.500000 Penalty: 5161.505371
	Iteration 32Q: 3 clusters Score -5157734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5157739.500000 Penalty: 5161.505371
	Iteration 33Q: 3 clusters Score -5157740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5157740.000000 Penalty: 5161.505371
	Iteration 34Q: 3 clusters Score -5157740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5157735.000000 Penalty: 5161.505371
	Iteration 35Q: 3 clusters Score -5157735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5157735.000000 Penalty: 5161.505371
	Iteration 36Q: 3 clusters Score -5157735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5157734.000000 Penalty: 5161.505371
	Iteration 37Q: 3 clusters Score -5157734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5157740.500000 Penalty: 5161.505371
	Iteration 38Q: 3 clusters Score -5157740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5157740.500000 Penalty: 5161.505371
	Iteration 39F: 3 clusters Score -5157740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -16703.650391 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -16703.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15860.823242 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -15860.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15886.073242 Penalty: 2451.054688
	Iteration 1Q: 3 clusters Score -15886.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15886.073242 Penalty: 2451.054688
	Iteration 2F: 3 clusters Score -15886.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -226198.890625 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -226198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -223910.921875 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -223910.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -224369.453125 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -224369.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -224567.828125 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -224567.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224688.187500 Penalty: 3638.474609
	Iteration 3F: 3 clusters Score -224688.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -224765.359375 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -224765.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -224809.343750 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -224809.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -224856.187500 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -224856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -224901.890625 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -224901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -224941.671875 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -224941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -224983.125000 Penalty: 3638.474609
	Iteration 9Q: 3 clusters Score -224983.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -225027.437500 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -225027.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -225068.484375 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -225068.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -225108.125000 Penalty: 3638.474609
	Iteration 12Q: 3 clusters Score -225108.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -225126.421875 Penalty: 3638.474609
	Iteration 13Q: 3 clusters Score -225126.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -225137.546875 Penalty: 3638.474609
	Iteration 14Q: 3 clusters Score -225137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -225149.046875 Penalty: 3638.474609
	Iteration 15Q: 3 clusters Score -225149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -225157.796875 Penalty: 3638.474609
	Iteration 16Q: 3 clusters Score -225157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -225174.437500 Penalty: 3638.474609
	Iteration 17Q: 3 clusters Score -225174.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -225193.656250 Penalty: 3638.474609
	Iteration 18Q: 3 clusters Score -225193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -225210.609375 Penalty: 3638.474609
	Iteration 19Q: 3 clusters Score -225210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -225221.765625 Penalty: 3638.474609
	Iteration 20F: 3 clusters Score -225221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -225226.859375 Penalty: 3638.474609
	Iteration 21Q: 3 clusters Score -225226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -225233.687500 Penalty: 3638.474609
	Iteration 22Q: 3 clusters Score -225233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -225239.125000 Penalty: 3638.474609
	Iteration 23Q: 3 clusters Score -225239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -225243.843750 Penalty: 3638.474609
	Iteration 24Q: 3 clusters Score -225243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -225246.140625 Penalty: 3638.474609
	Iteration 25Q: 3 clusters Score -225246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -225246.937500 Penalty: 3638.474609
	Iteration 26Q: 3 clusters Score -225246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -225246.937500 Penalty: 3638.474609
	Iteration 27F: 3 clusters Score -225246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -948403.687500 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -948403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -943143.062500 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -943143.1 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -944434.562500 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -944434.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -944652.875000 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -944652.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -944816.625000 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -944816.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -944966.687500 Penalty: 4334.889648
	Iteration 4Q: 3 clusters Score -944966.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -945127.125000 Penalty: 4334.889648
	Iteration 5Q: 3 clusters Score -945127.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -945340.750000 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -945340.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -945578.687500 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -945578.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -945805.000000 Penalty: 4334.889648
	Iteration 8F: 3 clusters Score -945805 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -946006.062500 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -946006.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -946173.375000 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -946173.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -946313.750000 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -946313.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -946442.750000 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -946442.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -946555.375000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -946555.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -946644.625000 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -946644.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -946731.875000 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -946731.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -946788.312500 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -946788.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -946821.125000 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -946821.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -946847.562500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -946847.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -946865.250000 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -946865.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -946877.437500 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -946877.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -946896.187500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -946896.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -946912.062500 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -946912.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -946928.562500 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -946928.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -946940.000000 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -946940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -946953.125000 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -946953.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -946961.437500 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -946961.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -946975.687500 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -946975.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -946986.500000 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -946986.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -947001.625000 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -947001.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -947013.000000 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -947013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -947024.875000 Penalty: 4334.889648
	Iteration 31Q: 3 clusters Score -947024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -947031.812500 Penalty: 4334.889648
	Iteration 32Q: 3 clusters Score -947031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -947039.562500 Penalty: 4334.889648
	Iteration 33Q: 3 clusters Score -947039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -947042.437500 Penalty: 4334.889648
	Iteration 34Q: 3 clusters Score -947042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -947042.562500 Penalty: 4334.889648
	Iteration 35Q: 3 clusters Score -947042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -947046.062500 Penalty: 4334.889648
	Iteration 36Q: 3 clusters Score -947046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -947049.687500 Penalty: 4334.889648
	Iteration 37Q: 3 clusters Score -947049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -947051.625000 Penalty: 4334.889648
	Iteration 38Q: 3 clusters Score -947051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -947052.437500 Penalty: 4334.889648
	Iteration 39Q: 3 clusters Score -947052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -947055.750000 Penalty: 4334.889648
	Iteration 40F: 3 clusters Score -947055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -947056.937500 Penalty: 4334.889648
	Iteration 41Q: 3 clusters Score -947056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -947056.812500 Penalty: 4334.889648
	Iteration 42Q: 3 clusters Score -947056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -947056.937500 Penalty: 4334.889648
	Iteration 43Q: 3 clusters Score -947056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -947059.062500 Penalty: 4334.889648
	Iteration 44Q: 3 clusters Score -947059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -947058.250000 Penalty: 4334.889648
	Iteration 45Q: 3 clusters Score -947058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -947057.312500 Penalty: 4334.889648
	Iteration 46Q: 3 clusters Score -947057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -947057.375000 Penalty: 4334.889648
	Iteration 47Q: 3 clusters Score -947057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -947060.000000 Penalty: 4334.889648
	Iteration 48Q: 3 clusters Score -947060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -947062.187500 Penalty: 4334.889648
	Iteration 49Q: 3 clusters Score -947062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -947060.312500 Penalty: 4334.889648
	Iteration 50Q: 3 clusters Score -947060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -947064.062500 Penalty: 4334.889648
	Iteration 51Q: 3 clusters Score -947064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -947070.625000 Penalty: 4334.889648
	Iteration 52Q: 3 clusters Score -947070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -947073.187500 Penalty: 4334.889648
	Iteration 53Q: 3 clusters Score -947073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -947073.187500 Penalty: 4334.889648
	Iteration 54Q: 3 clusters Score -947073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -947074.875000 Penalty: 4334.889648
	Iteration 55Q: 3 clusters Score -947074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -947073.062500 Penalty: 4334.889648
	Iteration 56Q: 3 clusters Score -947073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -947073.562500 Penalty: 4334.889648
	Iteration 57Q: 3 clusters Score -947073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -947077.937500 Penalty: 4334.889648
	Iteration 58Q: 3 clusters Score -947077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -947078.500000 Penalty: 4334.889648
	Iteration 59Q: 3 clusters Score -947078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -947081.625000 Penalty: 4334.889648
	Iteration 60F: 3 clusters Score -947081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -947080.625000 Penalty: 4334.889648
	Iteration 61Q: 3 clusters Score -947080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -947080.625000 Penalty: 4334.889648
	Iteration 62F: 3 clusters Score -947080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (120370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Entering Unmasked Estep 
Score: -18854760.000000 Penalty: 2901.184570
	Iteration 0F: 2 clusters Score -1.885476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -18783006.000000 Penalty: 5802.369141
	Iteration 0F: 3 clusters Score -1.878301e+07 nChanged 57068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -18815188.000000 Penalty: 5802.369141
	Iteration 1F: 3 clusters Score -1.881519e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -18816096.000000 Penalty: 5802.369141
	Iteration 2Q: 3 clusters Score -1.88161e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -18816932.000000 Penalty: 5802.369141
	Iteration 3Q: 3 clusters Score -1.881693e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -18817978.000000 Penalty: 5802.369141
	Iteration 4Q: 3 clusters Score -1.881798e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -18819270.000000 Penalty: 5802.369141
	Iteration 5Q: 3 clusters Score -1.881927e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -18821130.000000 Penalty: 5802.369141
	Iteration 6F: 3 clusters Score -1.882113e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -18823572.000000 Penalty: 5802.369141
	Iteration 7F: 3 clusters Score -1.882357e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -18826098.000000 Penalty: 5802.369141
	Iteration 8F: 3 clusters Score -1.88261e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -18829096.000000 Penalty: 5802.369141
	Iteration 9F: 3 clusters Score -1.88291e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -18831782.000000 Penalty: 5802.369141
	Iteration 10F: 3 clusters Score -1.883178e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -18834454.000000 Penalty: 5802.369141
	Iteration 11Q: 3 clusters Score -1.883445e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -18835818.000000 Penalty: 5802.369141
	Iteration 12Q: 3 clusters Score -1.883582e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -18836490.000000 Penalty: 5802.369141
	Iteration 13Q: 3 clusters Score -1.883649e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -18836822.000000 Penalty: 5802.369141
	Iteration 14Q: 3 clusters Score -1.883682e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -18836876.000000 Penalty: 5802.369141
	Iteration 15Q: 3 clusters Score -1.883688e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -18837000.000000 Penalty: 5802.369141
	Iteration 16Q: 3 clusters Score -1.8837e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -18837088.000000 Penalty: 5802.369141
	Iteration 17Q: 3 clusters Score -1.883709e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -18837220.000000 Penalty: 5802.369141
	Iteration 18Q: 3 clusters Score -1.883722e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -18837414.000000 Penalty: 5802.369141
	Iteration 19Q: 3 clusters Score -1.883741e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -18837612.000000 Penalty: 5802.369141
	Iteration 20F: 3 clusters Score -1.883761e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -18837732.000000 Penalty: 5802.369141
	Iteration 21Q: 3 clusters Score -1.883773e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -18838008.000000 Penalty: 5802.369141
	Iteration 22Q: 3 clusters Score -1.883801e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -18838236.000000 Penalty: 5802.369141
	Iteration 23Q: 3 clusters Score -1.883824e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -18838476.000000 Penalty: 5802.369141
	Iteration 24Q: 3 clusters Score -1.883848e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -18838754.000000 Penalty: 5802.369141
	Iteration 25Q: 3 clusters Score -1.883875e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -18838966.000000 Penalty: 5802.369141
	Iteration 26Q: 3 clusters Score -1.883897e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -18839168.000000 Penalty: 5802.369141
	Iteration 27Q: 3 clusters Score -1.883917e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -18839438.000000 Penalty: 5802.369141
	Iteration 28Q: 3 clusters Score -1.883944e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -18839800.000000 Penalty: 5802.369141
	Iteration 29Q: 3 clusters Score -1.88398e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -18840024.000000 Penalty: 5802.369141
	Iteration 30Q: 3 clusters Score -1.884002e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -18840362.000000 Penalty: 5802.369141
	Iteration 31Q: 3 clusters Score -1.884036e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -18840574.000000 Penalty: 5802.369141
	Iteration 32Q: 3 clusters Score -1.884057e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -18840828.000000 Penalty: 5802.369141
	Iteration 33Q: 3 clusters Score -1.884083e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -18841108.000000 Penalty: 5802.369141
	Iteration 34Q: 3 clusters Score -1.884111e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -18841158.000000 Penalty: 5802.369141
	Iteration 35Q: 3 clusters Score -1.884116e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -18841424.000000 Penalty: 5802.369141
	Iteration 36Q: 3 clusters Score -1.884142e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -18841450.000000 Penalty: 5802.369141
	Iteration 37Q: 3 clusters Score -1.884145e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -18841316.000000 Penalty: 5802.369141
	Iteration 38Q: 3 clusters Score -1.884132e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -18841120.000000 Penalty: 5802.369141
	Iteration 39Q: 3 clusters Score -1.884112e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -18842090.000000 Penalty: 5802.369141
	Iteration 40F: 3 clusters Score -1.884209e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -18843106.000000 Penalty: 5802.369141
	Iteration 41Q: 3 clusters Score -1.884311e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -18843628.000000 Penalty: 5802.369141
	Iteration 42Q: 3 clusters Score -1.884363e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -18844446.000000 Penalty: 5802.369141
	Iteration 43Q: 3 clusters Score -1.884445e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -18845022.000000 Penalty: 5802.369141
	Iteration 44Q: 3 clusters Score -1.884502e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -18845686.000000 Penalty: 5802.369141
	Iteration 45Q: 3 clusters Score -1.884569e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -18846320.000000 Penalty: 5802.369141
	Iteration 46Q: 3 clusters Score -1.884632e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -18847468.000000 Penalty: 5802.369141
	Iteration 47Q: 3 clusters Score -1.884747e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -18849038.000000 Penalty: 5802.369141
	Iteration 48Q: 3 clusters Score -1.884904e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -18850326.000000 Penalty: 5802.369141
	Iteration 49Q: 3 clusters Score -1.885033e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -18851306.000000 Penalty: 5802.369141
	Iteration 50Q: 3 clusters Score -1.885131e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -18852170.000000 Penalty: 5802.369141
	Iteration 51Q: 3 clusters Score -1.885217e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -18852890.000000 Penalty: 5802.369141
	Iteration 52Q: 3 clusters Score -1.885289e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -18853306.000000 Penalty: 5802.369141
	Iteration 53Q: 3 clusters Score -1.885331e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -18853660.000000 Penalty: 5802.369141
	Iteration 54Q: 3 clusters Score -1.885366e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -18853982.000000 Penalty: 5802.369141
	Iteration 55Q: 3 clusters Score -1.885398e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -18854138.000000 Penalty: 5802.369141
	Iteration 56Q: 3 clusters Score -1.885414e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -18854218.000000 Penalty: 5802.369141
	Iteration 57Q: 3 clusters Score -1.885422e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -18854272.000000 Penalty: 5802.369141
	Iteration 58Q: 3 clusters Score -1.885427e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -18854292.000000 Penalty: 5802.369141
	Iteration 59Q: 3 clusters Score -1.885429e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115901 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18854308.000000 Penalty: 5802.369141
	Iteration 60F: 3 clusters Score -1.885431e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -18854214.000000 Penalty: 5802.369141
	Iteration 61Q: 3 clusters Score -1.885421e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -18854130.000000 Penalty: 5802.369141
	Iteration 62Q: 3 clusters Score -1.885413e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -18854086.000000 Penalty: 5802.369141
	Iteration 63Q: 3 clusters Score -1.885409e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -18854038.000000 Penalty: 5802.369141
	Iteration 64Q: 3 clusters Score -1.885404e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -18854002.000000 Penalty: 5802.369141
	Iteration 65Q: 3 clusters Score -1.8854e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -18853930.000000 Penalty: 5802.369141
	Iteration 66Q: 3 clusters Score -1.885393e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18853880.000000 Penalty: 5802.369141
	Iteration 67Q: 3 clusters Score -1.885388e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18853826.000000 Penalty: 5802.369141
	Iteration 68Q: 3 clusters Score -1.885383e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -18853756.000000 Penalty: 5802.369141
	Iteration 69Q: 3 clusters Score -1.885376e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118251 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -18853726.000000 Penalty: 5802.369141
	Iteration 70Q: 3 clusters Score -1.885373e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -18853688.000000 Penalty: 5802.369141
	Iteration 71Q: 3 clusters Score -1.885369e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18853690.000000 Penalty: 5802.369141
	Iteration 72Q: 3 clusters Score -1.885369e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18853674.000000 Penalty: 5802.369141
	Iteration 73Q: 3 clusters Score -1.885367e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18853628.000000 Penalty: 5802.369141
	Iteration 74Q: 3 clusters Score -1.885363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18853626.000000 Penalty: 5802.369141
	Iteration 75Q: 3 clusters Score -1.885363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118710 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -18853590.000000 Penalty: 5802.369141
	Iteration 76Q: 3 clusters Score -1.885359e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -18853568.000000 Penalty: 5802.369141
	Iteration 77Q: 3 clusters Score -1.885357e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18853550.000000 Penalty: 5802.369141
	Iteration 78Q: 3 clusters Score -1.885355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18853530.000000 Penalty: 5802.369141
	Iteration 79Q: 3 clusters Score -1.885353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118873 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18853522.000000 Penalty: 5802.369141
	Iteration 80F: 3 clusters Score -1.885352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -18853514.000000 Penalty: 5802.369141
	Iteration 81Q: 3 clusters Score -1.885351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18853520.000000 Penalty: 5802.369141
	Iteration 82Q: 3 clusters Score -1.885352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18853500.000000 Penalty: 5802.369141
	Iteration 83Q: 3 clusters Score -1.88535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118966 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18853506.000000 Penalty: 5802.369141
	Iteration 84Q: 3 clusters Score -1.885351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -18853496.000000 Penalty: 5802.369141
	Iteration 85Q: 3 clusters Score -1.88535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -18853498.000000 Penalty: 5802.369141
	Iteration 86Q: 3 clusters Score -1.88535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119034 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18853472.000000 Penalty: 5802.369141
	Iteration 87Q: 3 clusters Score -1.885347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18853460.000000 Penalty: 5802.369141
	Iteration 88Q: 3 clusters Score -1.885346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -18853448.000000 Penalty: 5802.369141
	Iteration 89Q: 3 clusters Score -1.885345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18853446.000000 Penalty: 5802.369141
	Iteration 90Q: 3 clusters Score -1.885345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18853456.000000 Penalty: 5802.369141
	Iteration 91Q: 3 clusters Score -1.885346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18853436.000000 Penalty: 5802.369141
	Iteration 92Q: 3 clusters Score -1.885344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119147 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18853428.000000 Penalty: 5802.369141
	Iteration 93Q: 3 clusters Score -1.885343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18853410.000000 Penalty: 5802.369141
	Iteration 94Q: 3 clusters Score -1.885341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18853390.000000 Penalty: 5802.369141
	Iteration 95Q: 3 clusters Score -1.885339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -18853370.000000 Penalty: 5802.369141
	Iteration 96Q: 3 clusters Score -1.885337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18853360.000000 Penalty: 5802.369141
	Iteration 97Q: 3 clusters Score -1.885336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -18853352.000000 Penalty: 5802.369141
	Iteration 98Q: 3 clusters Score -1.885335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18853348.000000 Penalty: 5802.369141
	Iteration 99Q: 3 clusters Score -1.885335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18853328.000000 Penalty: 5802.369141
	Iteration 100F: 3 clusters Score -1.885333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -18853350.000000 Penalty: 5802.369141
	Iteration 101Q: 3 clusters Score -1.885335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18853342.000000 Penalty: 5802.369141
	Iteration 102Q: 3 clusters Score -1.885334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18853328.000000 Penalty: 5802.369141
	Iteration 103Q: 3 clusters Score -1.885333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18853340.000000 Penalty: 5802.369141
	Iteration 104Q: 3 clusters Score -1.885334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119294 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18853346.000000 Penalty: 5802.369141
	Iteration 105Q: 3 clusters Score -1.885335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18853340.000000 Penalty: 5802.369141
	Iteration 106Q: 3 clusters Score -1.885334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119303 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18853344.000000 Penalty: 5802.369141
	Iteration 107Q: 3 clusters Score -1.885334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18853330.000000 Penalty: 5802.369141
	Iteration 108Q: 3 clusters Score -1.885333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18853334.000000 Penalty: 5802.369141
	Iteration 109Q: 3 clusters Score -1.885333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -18853330.000000 Penalty: 5802.369141
	Iteration 110Q: 3 clusters Score -1.885333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18853324.000000 Penalty: 5802.369141
	Iteration 111Q: 3 clusters Score -1.885332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18853322.000000 Penalty: 5802.369141
	Iteration 112Q: 3 clusters Score -1.885332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18853322.000000 Penalty: 5802.369141
	Iteration 113Q: 3 clusters Score -1.885332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119335 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18853320.000000 Penalty: 5802.369141
	Iteration 114Q: 3 clusters Score -1.885332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18853306.000000 Penalty: 5802.369141
	Iteration 115Q: 3 clusters Score -1.885331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18853306.000000 Penalty: 5802.369141
	Iteration 116Q: 3 clusters Score -1.885331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18853302.000000 Penalty: 5802.369141
	Iteration 117Q: 3 clusters Score -1.88533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18853300.000000 Penalty: 5802.369141
	Iteration 118Q: 3 clusters Score -1.88533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18853304.000000 Penalty: 5802.369141
	Iteration 119Q: 3 clusters Score -1.88533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18853318.000000 Penalty: 5802.369141
	Iteration 120F: 3 clusters Score -1.885332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18853306.000000 Penalty: 5802.369141
	Iteration 121Q: 3 clusters Score -1.885331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18853304.000000 Penalty: 5802.369141
	Iteration 122Q: 3 clusters Score -1.88533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18853304.000000 Penalty: 5802.369141
	Iteration 123F: 3 clusters Score -1.88533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -957579.875000 Penalty: 2175.799561
	Iteration 0F: 2 clusters Score -957579.9 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 3185 members 
Entering Unmasked Estep 
Score: -952199.687500 Penalty: 4351.599121
	Iteration 0F: 3 clusters Score -952199.7 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -953719.437500 Penalty: 4351.599121
	Iteration 1F: 3 clusters Score -953719.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -954054.500000 Penalty: 4351.599121
	Iteration 2F: 3 clusters Score -954054.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -954349.875000 Penalty: 4351.599121
	Iteration 3F: 3 clusters Score -954349.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -954621.250000 Penalty: 4351.599121
	Iteration 4F: 3 clusters Score -954621.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -954852.437500 Penalty: 4351.599121
	Iteration 5F: 3 clusters Score -954852.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -955043.750000 Penalty: 4351.599121
	Iteration 6Q: 3 clusters Score -955043.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -955221.062500 Penalty: 4351.599121
	Iteration 7Q: 3 clusters Score -955221.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -955366.937500 Penalty: 4351.599121
	Iteration 8Q: 3 clusters Score -955366.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -955468.437500 Penalty: 4351.599121
	Iteration 9Q: 3 clusters Score -955468.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -955542.125000 Penalty: 4351.599121
	Iteration 10Q: 3 clusters Score -955542.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -955611.750000 Penalty: 4351.599121
	Iteration 11Q: 3 clusters Score -955611.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -955667.375000 Penalty: 4351.599121
	Iteration 12Q: 3 clusters Score -955667.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -955706.375000 Penalty: 4351.599121
	Iteration 13Q: 3 clusters Score -955706.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -955730.875000 Penalty: 4351.599121
	Iteration 14Q: 3 clusters Score -955730.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -955749.500000 Penalty: 4351.599121
	Iteration 15Q: 3 clusters Score -955749.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -955764.750000 Penalty: 4351.599121
	Iteration 16Q: 3 clusters Score -955764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -955772.812500 Penalty: 4351.599121
	Iteration 17Q: 3 clusters Score -955772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -955780.062500 Penalty: 4351.599121
	Iteration 18Q: 3 clusters Score -955780.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -955788.437500 Penalty: 4351.599121
	Iteration 19Q: 3 clusters Score -955788.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -955796.937500 Penalty: 4351.599121
	Iteration 20F: 3 clusters Score -955796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -955801.312500 Penalty: 4351.599121
	Iteration 21Q: 3 clusters Score -955801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -955803.937500 Penalty: 4351.599121
	Iteration 22Q: 3 clusters Score -955803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -955807.437500 Penalty: 4351.599121
	Iteration 23Q: 3 clusters Score -955807.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -955810.625000 Penalty: 4351.599121
	Iteration 24Q: 3 clusters Score -955810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -955813.437500 Penalty: 4351.599121
	Iteration 25Q: 3 clusters Score -955813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -955817.812500 Penalty: 4351.599121
	Iteration 26Q: 3 clusters Score -955817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -955817.250000 Penalty: 4351.599121
	Iteration 27Q: 3 clusters Score -955817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -955817.625000 Penalty: 4351.599121
	Iteration 28Q: 3 clusters Score -955817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -955818.062500 Penalty: 4351.599121
	Iteration 29Q: 3 clusters Score -955818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -955819.812500 Penalty: 4351.599121
	Iteration 30Q: 3 clusters Score -955819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -955819.812500 Penalty: 4351.599121
	Iteration 31F: 3 clusters Score -955819.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Entering Unmasked Estep 
Score: -8825691.000000 Penalty: 2714.333984
	Iteration 0F: 2 clusters Score -8825691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8787867.000000 Penalty: 5428.667969
	Iteration 0F: 3 clusters Score -8787867 nChanged 26250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -8802933.000000 Penalty: 5428.667969
	Iteration 1F: 3 clusters Score -8802933 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -8804209.000000 Penalty: 5428.667969
	Iteration 2F: 3 clusters Score -8804209 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8805815.000000 Penalty: 5428.667969
	Iteration 3F: 3 clusters Score -8805815 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -8807967.000000 Penalty: 5428.667969
	Iteration 4F: 3 clusters Score -8807967 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -8810311.000000 Penalty: 5428.667969
	Iteration 5F: 3 clusters Score -8810311 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -8812125.000000 Penalty: 5428.667969
	Iteration 6F: 3 clusters Score -8812125 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -8813351.000000 Penalty: 5428.667969
	Iteration 7F: 3 clusters Score -8813351 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8814105.000000 Penalty: 5428.667969
	Iteration 8Q: 3 clusters Score -8814105 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -8814547.000000 Penalty: 5428.667969
	Iteration 9Q: 3 clusters Score -8814547 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -8814865.000000 Penalty: 5428.667969
	Iteration 10Q: 3 clusters Score -8814865 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -8815089.000000 Penalty: 5428.667969
	Iteration 11Q: 3 clusters Score -8815089 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -8815214.000000 Penalty: 5428.667969
	Iteration 12Q: 3 clusters Score -8815214 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -8815371.000000 Penalty: 5428.667969
	Iteration 13Q: 3 clusters Score -8815371 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -8815541.000000 Penalty: 5428.667969
	Iteration 14Q: 3 clusters Score -8815541 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -8815701.000000 Penalty: 5428.667969
	Iteration 15Q: 3 clusters Score -8815701 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -8815903.000000 Penalty: 5428.667969
	Iteration 16Q: 3 clusters Score -8815903 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -8816161.000000 Penalty: 5428.667969
	Iteration 17Q: 3 clusters Score -8816161 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -8816515.000000 Penalty: 5428.667969
	Iteration 18Q: 3 clusters Score -8816515 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8816838.000000 Penalty: 5428.667969
	Iteration 19Q: 3 clusters Score -8816838 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -8817288.000000 Penalty: 5428.667969
	Iteration 20F: 3 clusters Score -8817288 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -8817880.000000 Penalty: 5428.667969
	Iteration 21Q: 3 clusters Score -8817880 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8818667.000000 Penalty: 5428.667969
	Iteration 22Q: 3 clusters Score -8818667 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8819528.000000 Penalty: 5428.667969
	Iteration 23Q: 3 clusters Score -8819528 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8820462.000000 Penalty: 5428.667969
	Iteration 24Q: 3 clusters Score -8820462 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8821212.000000 Penalty: 5428.667969
	Iteration 25Q: 3 clusters Score -8821212 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8821906.000000 Penalty: 5428.667969
	Iteration 26Q: 3 clusters Score -8821906 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8822470.000000 Penalty: 5428.667969
	Iteration 27Q: 3 clusters Score -8822470 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8822875.000000 Penalty: 5428.667969
	Iteration 28Q: 3 clusters Score -8822875 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8823156.000000 Penalty: 5428.667969
	Iteration 29Q: 3 clusters Score -8823156 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8823322.000000 Penalty: 5428.667969
	Iteration 30Q: 3 clusters Score -8823322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8823422.000000 Penalty: 5428.667969
	Iteration 31Q: 3 clusters Score -8823422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8823481.000000 Penalty: 5428.667969
	Iteration 32Q: 3 clusters Score -8823481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8823538.000000 Penalty: 5428.667969
	Iteration 33Q: 3 clusters Score -8823538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8823569.000000 Penalty: 5428.667969
	Iteration 34Q: 3 clusters Score -8823569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8823604.000000 Penalty: 5428.667969
	Iteration 35Q: 3 clusters Score -8823604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8823626.000000 Penalty: 5428.667969
	Iteration 36Q: 3 clusters Score -8823626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8823648.000000 Penalty: 5428.667969
	Iteration 37Q: 3 clusters Score -8823648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8823666.000000 Penalty: 5428.667969
	Iteration 38Q: 3 clusters Score -8823666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8823673.000000 Penalty: 5428.667969
	Iteration 39Q: 3 clusters Score -8823673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8823672.000000 Penalty: 5428.667969
	Iteration 40F: 3 clusters Score -8823672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8823677.000000 Penalty: 5428.667969
	Iteration 41Q: 3 clusters Score -8823677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8823681.000000 Penalty: 5428.667969
	Iteration 42Q: 3 clusters Score -8823681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8823685.000000 Penalty: 5428.667969
	Iteration 43Q: 3 clusters Score -8823685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8823682.000000 Penalty: 5428.667969
	Iteration 44Q: 3 clusters Score -8823682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8823687.000000 Penalty: 5428.667969
	Iteration 45Q: 3 clusters Score -8823687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8823686.000000 Penalty: 5428.667969
	Iteration 46Q: 3 clusters Score -8823686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8823689.000000 Penalty: 5428.667969
	Iteration 47Q: 3 clusters Score -8823689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8823682.000000 Penalty: 5428.667969
	Iteration 48Q: 3 clusters Score -8823682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8823687.000000 Penalty: 5428.667969
	Iteration 49Q: 3 clusters Score -8823687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8823683.000000 Penalty: 5428.667969
	Iteration 50Q: 3 clusters Score -8823683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8823684.000000 Penalty: 5428.667969
	Iteration 51Q: 3 clusters Score -8823684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8823688.000000 Penalty: 5428.667969
	Iteration 52Q: 3 clusters Score -8823688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8823685.000000 Penalty: 5428.667969
	Iteration 53Q: 3 clusters Score -8823685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8823688.000000 Penalty: 5428.667969
	Iteration 54Q: 3 clusters Score -8823688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8823684.000000 Penalty: 5428.667969
	Iteration 55Q: 3 clusters Score -8823684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8823691.000000 Penalty: 5428.667969
	Iteration 56Q: 3 clusters Score -8823691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8823685.000000 Penalty: 5428.667969
	Iteration 57Q: 3 clusters Score -8823685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8823690.000000 Penalty: 5428.667969
	Iteration 58Q: 3 clusters Score -8823690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8823690.000000 Penalty: 5428.667969
	Iteration 59F: 3 clusters Score -8823690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1523403.625000 Penalty: 2291.326416
	Iteration 0F: 2 clusters Score -1523404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1515609.250000 Penalty: 4582.652832
	Iteration 0F: 3 clusters Score -1515609 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1518086.375000 Penalty: 4582.652832
	Iteration 1F: 3 clusters Score -1518086 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1518606.250000 Penalty: 4582.652832
	Iteration 2F: 3 clusters Score -1518606 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1519047.875000 Penalty: 4582.652832
	Iteration 3F: 3 clusters Score -1519048 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1519471.500000 Penalty: 4582.652832
	Iteration 4F: 3 clusters Score -1519472 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1519824.375000 Penalty: 4582.652832
	Iteration 5F: 3 clusters Score -1519824 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1520149.625000 Penalty: 4582.652832
	Iteration 6Q: 3 clusters Score -1520150 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1520443.125000 Penalty: 4582.652832
	Iteration 7Q: 3 clusters Score -1520443 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1520684.375000 Penalty: 4582.652832
	Iteration 8Q: 3 clusters Score -1520684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1520897.875000 Penalty: 4582.652832
	Iteration 9Q: 3 clusters Score -1520898 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1521093.125000 Penalty: 4582.652832
	Iteration 10Q: 3 clusters Score -1521093 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1521226.000000 Penalty: 4582.652832
	Iteration 11Q: 3 clusters Score -1521226 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1521319.375000 Penalty: 4582.652832
	Iteration 12Q: 3 clusters Score -1521319 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1521399.625000 Penalty: 4582.652832
	Iteration 13Q: 3 clusters Score -1521400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1521450.875000 Penalty: 4582.652832
	Iteration 14Q: 3 clusters Score -1521451 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1521499.125000 Penalty: 4582.652832
	Iteration 15Q: 3 clusters Score -1521499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1521534.625000 Penalty: 4582.652832
	Iteration 16Q: 3 clusters Score -1521535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1521564.625000 Penalty: 4582.652832
	Iteration 17Q: 3 clusters Score -1521565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1521594.000000 Penalty: 4582.652832
	Iteration 18Q: 3 clusters Score -1521594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1521611.250000 Penalty: 4582.652832
	Iteration 19Q: 3 clusters Score -1521611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1521628.750000 Penalty: 4582.652832
	Iteration 20F: 3 clusters Score -1521629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1521640.125000 Penalty: 4582.652832
	Iteration 21Q: 3 clusters Score -1521640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1521648.500000 Penalty: 4582.652832
	Iteration 22Q: 3 clusters Score -1521648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1521658.750000 Penalty: 4582.652832
	Iteration 23Q: 3 clusters Score -1521659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1521664.375000 Penalty: 4582.652832
	Iteration 24Q: 3 clusters Score -1521664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1521668.875000 Penalty: 4582.652832
	Iteration 25Q: 3 clusters Score -1521669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1521671.375000 Penalty: 4582.652832
	Iteration 26Q: 3 clusters Score -1521671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1521674.375000 Penalty: 4582.652832
	Iteration 27Q: 3 clusters Score -1521674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1521675.375000 Penalty: 4582.652832
	Iteration 28Q: 3 clusters Score -1521675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1521677.750000 Penalty: 4582.652832
	Iteration 29Q: 3 clusters Score -1521678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1521681.875000 Penalty: 4582.652832
	Iteration 30Q: 3 clusters Score -1521682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1521681.375000 Penalty: 4582.652832
	Iteration 31Q: 3 clusters Score -1521681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1521684.375000 Penalty: 4582.652832
	Iteration 32Q: 3 clusters Score -1521684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1521684.125000 Penalty: 4582.652832
	Iteration 33Q: 3 clusters Score -1521684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1521687.625000 Penalty: 4582.652832
	Iteration 34Q: 3 clusters Score -1521688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1521690.000000 Penalty: 4582.652832
	Iteration 35Q: 3 clusters Score -1521690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1521692.375000 Penalty: 4582.652832
	Iteration 36Q: 3 clusters Score -1521692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1521695.000000 Penalty: 4582.652832
	Iteration 37Q: 3 clusters Score -1521695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1521698.125000 Penalty: 4582.652832
	Iteration 38Q: 3 clusters Score -1521698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1521699.625000 Penalty: 4582.652832
	Iteration 39Q: 3 clusters Score -1521700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1521701.875000 Penalty: 4582.652832
	Iteration 40F: 3 clusters Score -1521702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1521705.250000 Penalty: 4582.652832
	Iteration 41Q: 3 clusters Score -1521705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1521704.625000 Penalty: 4582.652832
	Iteration 42Q: 3 clusters Score -1521705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1521704.500000 Penalty: 4582.652832
	Iteration 43Q: 3 clusters Score -1521704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1521704.500000 Penalty: 4582.652832
	Iteration 44F: 3 clusters Score -1521704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -1151032.625000 Penalty: 2220.149902
	Iteration 0F: 2 clusters Score -1151033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1144808.250000 Penalty: 4440.299805
	Iteration 0F: 3 clusters Score -1144808 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1146715.125000 Penalty: 4440.299805
	Iteration 1F: 3 clusters Score -1146715 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1147133.250000 Penalty: 4440.299805
	Iteration 2F: 3 clusters Score -1147133 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1147472.000000 Penalty: 4440.299805
	Iteration 3F: 3 clusters Score -1147472 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1147795.375000 Penalty: 4440.299805
	Iteration 4F: 3 clusters Score -1147795 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1148119.375000 Penalty: 4440.299805
	Iteration 5F: 3 clusters Score -1148119 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1148478.875000 Penalty: 4440.299805
	Iteration 6F: 3 clusters Score -1148479 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1148877.750000 Penalty: 4440.299805
	Iteration 7F: 3 clusters Score -1148878 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1149240.000000 Penalty: 4440.299805
	Iteration 8F: 3 clusters Score -1149240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1149573.375000 Penalty: 4440.299805
	Iteration 9Q: 3 clusters Score -1149573 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1149926.000000 Penalty: 4440.299805
	Iteration 10Q: 3 clusters Score -1149926 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1150205.250000 Penalty: 4440.299805
	Iteration 11Q: 3 clusters Score -1150205 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1150533.000000 Penalty: 4440.299805
	Iteration 12Q: 3 clusters Score -1150533 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1150822.250000 Penalty: 4440.299805
	Iteration 13Q: 3 clusters Score -1150822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1151027.125000 Penalty: 4440.299805
	Iteration 14Q: 3 clusters Score -1151027 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1151176.375000 Penalty: 4440.299805
	Iteration 15Q: 3 clusters Score -1151176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1151286.250000 Penalty: 4440.299805
	Iteration 16Q: 3 clusters Score -1151286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1151399.250000 Penalty: 4440.299805
	Iteration 17Q: 3 clusters Score -1151399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1151480.875000 Penalty: 4440.299805
	Iteration 18Q: 3 clusters Score -1151481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1151548.500000 Penalty: 4440.299805
	Iteration 19Q: 3 clusters Score -1151548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1151588.125000 Penalty: 4440.299805
	Iteration 20F: 3 clusters Score -1151588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1151604.125000 Penalty: 4440.299805
	Iteration 21Q: 3 clusters Score -1151604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1151609.125000 Penalty: 4440.299805
	Iteration 22Q: 3 clusters Score -1151609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1151613.250000 Penalty: 4440.299805
	Iteration 23Q: 3 clusters Score -1151613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1151616.375000 Penalty: 4440.299805
	Iteration 24Q: 3 clusters Score -1151616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1151620.750000 Penalty: 4440.299805
	Iteration 25Q: 3 clusters Score -1151621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1151622.000000 Penalty: 4440.299805
	Iteration 26Q: 3 clusters Score -1151622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1151622.000000 Penalty: 4440.299805
	Iteration 27F: 3 clusters Score -1151622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 10036 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27644 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8074 members 
Mstep: Class 46 contains 2152 members 
Entering Unmasked Estep 
Score: -120394216.000000 Penalty: 154999.796875
Splitting cluster 22 changes total score from -120394776.000000 to -120394216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -170490.890625 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -170490.9 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 558 members 
Entering Unmasked Estep 
Score: -168478.375000 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -168478.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168786.515625 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -168786.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -168877.062500 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -168877.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -168925.593750 Penalty: 3494.705078
	Iteration 3Q: 3 clusters Score -168925.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -168952.015625 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -168952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168969.843750 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -168969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168988.500000 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -168988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168994.734375 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -168994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -169004.671875 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -169004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -169015.046875 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -169015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -169037.843750 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -169037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -169053.625000 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -169053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169059.187500 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -169059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169062.187500 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -169062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -169067.156250 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -169067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169067.796875 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -169067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -169068.500000 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -169068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169069.046875 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -169069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169069.046875 Penalty: 3494.705078
	Iteration 18F: 3 clusters Score -169069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2952064.500000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -2952064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2938773.500000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -2938774 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2943056.000000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -2943056 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2943436.500000 Penalty: 4881.782227
	Iteration 2F: 3 clusters Score -2943436 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2943775.000000 Penalty: 4881.782227
	Iteration 3Q: 3 clusters Score -2943775 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2944092.500000 Penalty: 4881.782227
	Iteration 4Q: 3 clusters Score -2944092 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2944387.000000 Penalty: 4881.782227
	Iteration 5Q: 3 clusters Score -2944387 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2944669.750000 Penalty: 4881.782227
	Iteration 6Q: 3 clusters Score -2944670 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2944976.500000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -2944976 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2945309.750000 Penalty: 4881.782227
	Iteration 8Q: 3 clusters Score -2945310 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2945729.250000 Penalty: 4881.782227
	Iteration 9Q: 3 clusters Score -2945729 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2946278.500000 Penalty: 4881.782227
	Iteration 10Q: 3 clusters Score -2946278 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2946844.750000 Penalty: 4881.782227
	Iteration 11Q: 3 clusters Score -2946845 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2947369.500000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -2947370 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2947909.500000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -2947910 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2948444.250000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -2948444 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2948848.250000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -2948848 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2949151.500000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -2949152 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2949371.250000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -2949371 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2949540.250000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -2949540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2949661.750000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -2949662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2949753.500000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -2949754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2949826.000000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -2949826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2949874.500000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -2949874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2949899.500000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -2949900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2949921.000000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -2949921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2949937.750000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -2949938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2949953.000000 Penalty: 4881.782227
	Iteration 26Q: 3 clusters Score -2949953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2949964.000000 Penalty: 4881.782227
	Iteration 27Q: 3 clusters Score -2949964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2949970.250000 Penalty: 4881.782227
	Iteration 28Q: 3 clusters Score -2949970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2949970.250000 Penalty: 4881.782227
	Iteration 29Q: 3 clusters Score -2949970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2949971.750000 Penalty: 4881.782227
	Iteration 30Q: 3 clusters Score -2949972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2949978.250000 Penalty: 4881.782227
	Iteration 31Q: 3 clusters Score -2949978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2949974.000000 Penalty: 4881.782227
	Iteration 32Q: 3 clusters Score -2949974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2949975.250000 Penalty: 4881.782227
	Iteration 33Q: 3 clusters Score -2949975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2949976.500000 Penalty: 4881.782227
	Iteration 34Q: 3 clusters Score -2949976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2949976.500000 Penalty: 4881.782227
	Iteration 35F: 3 clusters Score -2949976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Entering Unmasked Estep 
Score: -1582268.875000 Penalty: 2299.805420
	Iteration 0F: 2 clusters Score -1582269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1574247.375000 Penalty: 4599.610840
	Iteration 0F: 3 clusters Score -1574247 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1576826.750000 Penalty: 4599.610840
	Iteration 1F: 3 clusters Score -1576827 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1577363.375000 Penalty: 4599.610840
	Iteration 2F: 3 clusters Score -1577363 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1577789.875000 Penalty: 4599.610840
	Iteration 3F: 3 clusters Score -1577790 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1578161 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1578505.875000 Penalty: 4599.610840
	Iteration 5F: 3 clusters Score -1578506 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1578801.250000 Penalty: 4599.610840
	Iteration 6Q: 3 clusters Score -1578801 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1579081.125000 Penalty: 4599.610840
	Iteration 7Q: 3 clusters Score -1579081 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1579401.375000 Penalty: 4599.610840
	Iteration 8Q: 3 clusters Score -1579401 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1579735.125000 Penalty: 4599.610840
	Iteration 9Q: 3 clusters Score -1579735 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1580045.500000 Penalty: 4599.610840
	Iteration 10Q: 3 clusters Score -1580046 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1580372.125000 Penalty: 4599.610840
	Iteration 11Q: 3 clusters Score -1580372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1580649.000000 Penalty: 4599.610840
	Iteration 12Q: 3 clusters Score -1580649 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1580885.250000 Penalty: 4599.610840
	Iteration 13Q: 3 clusters Score -1580885 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1581078.500000 Penalty: 4599.610840
	Iteration 14Q: 3 clusters Score -1581078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1581193.000000 Penalty: 4599.610840
	Iteration 15Q: 3 clusters Score -1581193 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1581259.000000 Penalty: 4599.610840
	Iteration 16Q: 3 clusters Score -1581259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1581302.625000 Penalty: 4599.610840
	Iteration 17Q: 3 clusters Score -1581303 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1581340.250000 Penalty: 4599.610840
	Iteration 18Q: 3 clusters Score -1581340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1581365.625000 Penalty: 4599.610840
	Iteration 19Q: 3 clusters Score -1581366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1581388.625000 Penalty: 4599.610840
	Iteration 20F: 3 clusters Score -1581389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1581405.875000 Penalty: 4599.610840
	Iteration 21Q: 3 clusters Score -1581406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1581419.875000 Penalty: 4599.610840
	Iteration 22Q: 3 clusters Score -1581420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1581424.500000 Penalty: 4599.610840
	Iteration 23Q: 3 clusters Score -1581424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1581436.250000 Penalty: 4599.610840
	Iteration 24Q: 3 clusters Score -1581436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1581436.375000 Penalty: 4599.610840
	Iteration 25Q: 3 clusters Score -1581436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1581449.625000 Penalty: 4599.610840
	Iteration 26Q: 3 clusters Score -1581450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1581449.500000 Penalty: 4599.610840
	Iteration 27Q: 3 clusters Score -1581450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1581458.250000 Penalty: 4599.610840
	Iteration 28Q: 3 clusters Score -1581458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1581468.500000 Penalty: 4599.610840
	Iteration 29Q: 3 clusters Score -1581468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1581474.625000 Penalty: 4599.610840
	Iteration 30Q: 3 clusters Score -1581475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1581482.375000 Penalty: 4599.610840
	Iteration 31Q: 3 clusters Score -1581482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1581483.875000 Penalty: 4599.610840
	Iteration 32Q: 3 clusters Score -1581484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1581490.500000 Penalty: 4599.610840
	Iteration 33Q: 3 clusters Score -1581490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1581495.875000 Penalty: 4599.610840
	Iteration 34Q: 3 clusters Score -1581496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1581500.750000 Penalty: 4599.610840
	Iteration 35Q: 3 clusters Score -1581501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1581504.125000 Penalty: 4599.610840
	Iteration 36Q: 3 clusters Score -1581504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1581515.500000 Penalty: 4599.610840
	Iteration 37Q: 3 clusters Score -1581516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1581520.000000 Penalty: 4599.610840
	Iteration 38Q: 3 clusters Score -1581520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1581524.750000 Penalty: 4599.610840
	Iteration 39Q: 3 clusters Score -1581525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1581527.750000 Penalty: 4599.610840
	Iteration 40F: 3 clusters Score -1581528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1581530.500000 Penalty: 4599.610840
	Iteration 41Q: 3 clusters Score -1581530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1581536.125000 Penalty: 4599.610840
	Iteration 42Q: 3 clusters Score -1581536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1581539.750000 Penalty: 4599.610840
	Iteration 43Q: 3 clusters Score -1581540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1581544.375000 Penalty: 4599.610840
	Iteration 44Q: 3 clusters Score -1581544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1581548.250000 Penalty: 4599.610840
	Iteration 45Q: 3 clusters Score -1581548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1581548.125000 Penalty: 4599.610840
	Iteration 46Q: 3 clusters Score -1581548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1581550.125000 Penalty: 4599.610840
	Iteration 47Q: 3 clusters Score -1581550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1581551.500000 Penalty: 4599.610840
	Iteration 48Q: 3 clusters Score -1581552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1581552.000000 Penalty: 4599.610840
	Iteration 49Q: 3 clusters Score -1581552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1581552.625000 Penalty: 4599.610840
	Iteration 50Q: 3 clusters Score -1581553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1581552.625000 Penalty: 4599.610840
	Iteration 51Q: 3 clusters Score -1581553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1581552.875000 Penalty: 4599.610840
	Iteration 52Q: 3 clusters Score -1581553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1581552.250000 Penalty: 4599.610840
	Iteration 53Q: 3 clusters Score -1581552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1581554.000000 Penalty: 4599.610840
	Iteration 54Q: 3 clusters Score -1581554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1581552.875000 Penalty: 4599.610840
	Iteration 55Q: 3 clusters Score -1581553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1581554.375000 Penalty: 4599.610840
	Iteration 56Q: 3 clusters Score -1581554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1581555.000000 Penalty: 4599.610840
	Iteration 57Q: 3 clusters Score -1581555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1581558.875000 Penalty: 4599.610840
	Iteration 58Q: 3 clusters Score -1581559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1581559.250000 Penalty: 4599.610840
	Iteration 59Q: 3 clusters Score -1581559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1581560.375000 Penalty: 4599.610840
	Iteration 60F: 3 clusters Score -1581560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1581559.750000 Penalty: 4599.610840
	Iteration 61Q: 3 clusters Score -1581560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1581561.250000 Penalty: 4599.610840
	Iteration 62Q: 3 clusters Score -1581561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1581562.875000 Penalty: 4599.610840
	Iteration 63Q: 3 clusters Score -1581563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1581568.375000 Penalty: 4599.610840
	Iteration 64Q: 3 clusters Score -1581568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1581565.125000 Penalty: 4599.610840
	Iteration 65Q: 3 clusters Score -1581565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1581565.250000 Penalty: 4599.610840
	Iteration 66Q: 3 clusters Score -1581565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1581565.125000 Penalty: 4599.610840
	Iteration 67Q: 3 clusters Score -1581565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1581570.500000 Penalty: 4599.610840
	Iteration 68Q: 3 clusters Score -1581570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1581567.750000 Penalty: 4599.610840
	Iteration 69Q: 3 clusters Score -1581568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1581567.625000 Penalty: 4599.610840
	Iteration 70Q: 3 clusters Score -1581568 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1581568.625000 Penalty: 4599.610840
	Iteration 71Q: 3 clusters Score -1581569 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1581572.875000 Penalty: 4599.610840
	Iteration 72Q: 3 clusters Score -1581573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1581572.375000 Penalty: 4599.610840
	Iteration 73Q: 3 clusters Score -1581572 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1581574.000000 Penalty: 4599.610840
	Iteration 74Q: 3 clusters Score -1581574 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1581574.625000 Penalty: 4599.610840
	Iteration 75Q: 3 clusters Score -1581575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1581579.250000 Penalty: 4599.610840
	Iteration 76Q: 3 clusters Score -1581579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1581576.750000 Penalty: 4599.610840
	Iteration 77Q: 3 clusters Score -1581577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1581578.125000 Penalty: 4599.610840
	Iteration 78Q: 3 clusters Score -1581578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1581576.625000 Penalty: 4599.610840
	Iteration 79Q: 3 clusters Score -1581577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1581584.500000 Penalty: 4599.610840
	Iteration 80F: 3 clusters Score -1581584 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1581587.875000 Penalty: 4599.610840
	Iteration 81Q: 3 clusters Score -1581588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1581591.750000 Penalty: 4599.610840
	Iteration 82Q: 3 clusters Score -1581592 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1581597.500000 Penalty: 4599.610840
	Iteration 83Q: 3 clusters Score -1581598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1581603.000000 Penalty: 4599.610840
	Iteration 84Q: 3 clusters Score -1581603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1581613.125000 Penalty: 4599.610840
	Iteration 85Q: 3 clusters Score -1581613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1581619.125000 Penalty: 4599.610840
	Iteration 86Q: 3 clusters Score -1581619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1581631.500000 Penalty: 4599.610840
	Iteration 87Q: 3 clusters Score -1581632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1581642.250000 Penalty: 4599.610840
	Iteration 88Q: 3 clusters Score -1581642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1581655.625000 Penalty: 4599.610840
	Iteration 89Q: 3 clusters Score -1581656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1581669.000000 Penalty: 4599.610840
	Iteration 90Q: 3 clusters Score -1581669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1581677.750000 Penalty: 4599.610840
	Iteration 91Q: 3 clusters Score -1581678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1581690.875000 Penalty: 4599.610840
	Iteration 92Q: 3 clusters Score -1581691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1581704.375000 Penalty: 4599.610840
	Iteration 93Q: 3 clusters Score -1581704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1581711.000000 Penalty: 4599.610840
	Iteration 94Q: 3 clusters Score -1581711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1581722.500000 Penalty: 4599.610840
	Iteration 95Q: 3 clusters Score -1581722 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1581728.250000 Penalty: 4599.610840
	Iteration 96Q: 3 clusters Score -1581728 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1581737.750000 Penalty: 4599.610840
	Iteration 97Q: 3 clusters Score -1581738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1581744.125000 Penalty: 4599.610840
	Iteration 98Q: 3 clusters Score -1581744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1581749.875000 Penalty: 4599.610840
	Iteration 99Q: 3 clusters Score -1581750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1581758.750000 Penalty: 4599.610840
	Iteration 100F: 3 clusters Score -1581759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1581770.625000 Penalty: 4599.610840
	Iteration 101Q: 3 clusters Score -1581771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1581781.125000 Penalty: 4599.610840
	Iteration 102Q: 3 clusters Score -1581781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1581785.750000 Penalty: 4599.610840
	Iteration 103Q: 3 clusters Score -1581786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1581797.375000 Penalty: 4599.610840
	Iteration 104Q: 3 clusters Score -1581797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1581802.250000 Penalty: 4599.610840
	Iteration 105Q: 3 clusters Score -1581802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1581808.000000 Penalty: 4599.610840
	Iteration 106Q: 3 clusters Score -1581808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1581806.500000 Penalty: 4599.610840
	Iteration 107Q: 3 clusters Score -1581806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1581809.000000 Penalty: 4599.610840
	Iteration 108Q: 3 clusters Score -1581809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1581811.250000 Penalty: 4599.610840
	Iteration 109Q: 3 clusters Score -1581811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1581813.750000 Penalty: 4599.610840
	Iteration 110Q: 3 clusters Score -1581814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1581813.625000 Penalty: 4599.610840
	Iteration 111Q: 3 clusters Score -1581814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1581818.250000 Penalty: 4599.610840
	Iteration 112Q: 3 clusters Score -1581818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1581815.125000 Penalty: 4599.610840
	Iteration 113Q: 3 clusters Score -1581815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1581817.375000 Penalty: 4599.610840
	Iteration 114Q: 3 clusters Score -1581817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1581816.625000 Penalty: 4599.610840
	Iteration 115Q: 3 clusters Score -1581817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1581824.625000 Penalty: 4599.610840
	Iteration 116Q: 3 clusters Score -1581825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1581826.125000 Penalty: 4599.610840
	Iteration 117Q: 3 clusters Score -1581826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1581827.500000 Penalty: 4599.610840
	Iteration 118Q: 3 clusters Score -1581828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1581828.000000 Penalty: 4599.610840
	Iteration 119Q: 3 clusters Score -1581828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1581826.875000 Penalty: 4599.610840
	Iteration 120F: 3 clusters Score -1581827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1581827.250000 Penalty: 4599.610840
	Iteration 121Q: 3 clusters Score -1581827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1581828.500000 Penalty: 4599.610840
	Iteration 122Q: 3 clusters Score -1581828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1581829.500000 Penalty: 4599.610840
	Iteration 123Q: 3 clusters Score -1581830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1581827.750000 Penalty: 4599.610840
	Iteration 124Q: 3 clusters Score -1581828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1581828.625000 Penalty: 4599.610840
	Iteration 125Q: 3 clusters Score -1581829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1581829.250000 Penalty: 4599.610840
	Iteration 126Q: 3 clusters Score -1581829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1581825.750000 Penalty: 4599.610840
	Iteration 127Q: 3 clusters Score -1581826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1581823.000000 Penalty: 4599.610840
	Iteration 128Q: 3 clusters Score -1581823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1581826.625000 Penalty: 4599.610840
	Iteration 129Q: 3 clusters Score -1581827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1581827.250000 Penalty: 4599.610840
	Iteration 130Q: 3 clusters Score -1581827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1581828.250000 Penalty: 4599.610840
	Iteration 131Q: 3 clusters Score -1581828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1581829.875000 Penalty: 4599.610840
	Iteration 132Q: 3 clusters Score -1581830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1581832.125000 Penalty: 4599.610840
	Iteration 133Q: 3 clusters Score -1581832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1581831.250000 Penalty: 4599.610840
	Iteration 134Q: 3 clusters Score -1581831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1581831.625000 Penalty: 4599.610840
	Iteration 135Q: 3 clusters Score -1581832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1581831.625000 Penalty: 4599.610840
	Iteration 136F: 3 clusters Score -1581832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1507301.000000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1507301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1499527.250000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1499527 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1501896.125000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1501896 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1502324.625000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1502325 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1502682.625000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1502683 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1503041.500000 Penalty: 4570.111328
	Iteration 4F: 3 clusters Score -1503042 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1503395.750000 Penalty: 4570.111328
	Iteration 5F: 3 clusters Score -1503396 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1503806.000000 Penalty: 4570.111328
	Iteration 6F: 3 clusters Score -1503806 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1504226.500000 Penalty: 4570.111328
	Iteration 7F: 3 clusters Score -1504226 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1504636.750000 Penalty: 4570.111328
	Iteration 8F: 3 clusters Score -1504637 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1504961.000000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1504961 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1505208.375000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1505208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1505353.500000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1505354 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1505446.125000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1505446 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1505495.750000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1505496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1505531.875000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1505532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1505563.250000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1505563 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1505593.375000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1505593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1505602.750000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1505603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1505617.500000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1505618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1505632.750000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1505633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1505649.875000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1505650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1505660.750000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1505661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1505671.250000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1505671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1505679.000000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1505679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1505698.000000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1505698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1505705.875000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1505706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1505727.375000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1505727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1505759.500000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1505760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1505798.875000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1505799 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1505846.125000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1505846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1505906.250000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1505906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1505995.500000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -1505996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1506117.875000 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -1506118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1506268.375000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -1506268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1506396.875000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -1506397 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1506503.125000 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -1506503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1506589.500000 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -1506590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1506638.625000 Penalty: 4570.111328
	Iteration 37Q: 3 clusters Score -1506639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1506679.000000 Penalty: 4570.111328
	Iteration 38Q: 3 clusters Score -1506679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1506718.500000 Penalty: 4570.111328
	Iteration 39Q: 3 clusters Score -1506718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1506773.500000 Penalty: 4570.111328
	Iteration 40F: 3 clusters Score -1506774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1506859.750000 Penalty: 4570.111328
	Iteration 41Q: 3 clusters Score -1506860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1506956.750000 Penalty: 4570.111328
	Iteration 42Q: 3 clusters Score -1506957 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1507086.250000 Penalty: 4570.111328
	Iteration 43Q: 3 clusters Score -1507086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1507243.250000 Penalty: 4570.111328
	Iteration 44Q: 3 clusters Score -1507243 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1507405.750000 Penalty: 4570.111328
	Iteration 45Q: 3 clusters Score -1507406 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1507564.500000 Penalty: 4570.111328
	Iteration 46Q: 3 clusters Score -1507564 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1507662.750000 Penalty: 4570.111328
	Iteration 47Q: 3 clusters Score -1507663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1507715.375000 Penalty: 4570.111328
	Iteration 48Q: 3 clusters Score -1507715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1507740.750000 Penalty: 4570.111328
	Iteration 49Q: 3 clusters Score -1507741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1507761.625000 Penalty: 4570.111328
	Iteration 50Q: 3 clusters Score -1507762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1507781.375000 Penalty: 4570.111328
	Iteration 51Q: 3 clusters Score -1507781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1507784.000000 Penalty: 4570.111328
	Iteration 52Q: 3 clusters Score -1507784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1507795.000000 Penalty: 4570.111328
	Iteration 53Q: 3 clusters Score -1507795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1507800.250000 Penalty: 4570.111328
	Iteration 54Q: 3 clusters Score -1507800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1507803.875000 Penalty: 4570.111328
	Iteration 55Q: 3 clusters Score -1507804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1507802.875000 Penalty: 4570.111328
	Iteration 56Q: 3 clusters Score -1507803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1507806.375000 Penalty: 4570.111328
	Iteration 57Q: 3 clusters Score -1507806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1507806.375000 Penalty: 4570.111328
	Iteration 58F: 3 clusters Score -1507806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 6059 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27644 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8074 members 
Mstep: Class 46 contains 3977 members 
Entering Unmasked Estep 
Score: -120393880.000000 Penalty: 154999.796875
Splitting cluster 26 changes total score from -120394776.000000 to -120393880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -35623.398438 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -35623.4 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 143 members 
Entering Unmasked Estep 
Score: -34443.671875 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -34443.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34591.023438 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -34591.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34614.804688 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -34614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34636.601562 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -34636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34657.171875 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -34657.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34668.945312 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -34668.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34673.480469 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -34673.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34673.480469 Penalty: 2776.817383
	Iteration 7F: 3 clusters Score -34673.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Entering Unmasked Estep 
Score: -10177869.000000 Penalty: 2749.608398
	Iteration 0F: 2 clusters Score -1.017787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -10134173.000000 Penalty: 5499.216797
	Iteration 0F: 3 clusters Score -1.013417e+07 nChanged 30471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -10151518.000000 Penalty: 5499.216797
	Iteration 1F: 3 clusters Score -1.015152e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -10152564.000000 Penalty: 5499.216797
	Iteration 2Q: 3 clusters Score -1.015256e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -10153816.000000 Penalty: 5499.216797
	Iteration 3Q: 3 clusters Score -1.015382e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -10155383.000000 Penalty: 5499.216797
	Iteration 4F: 3 clusters Score -1.015538e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -10157151.000000 Penalty: 5499.216797
	Iteration 5F: 3 clusters Score -1.015715e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -10159136.000000 Penalty: 5499.216797
	Iteration 6F: 3 clusters Score -1.015914e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -10161105.000000 Penalty: 5499.216797
	Iteration 7F: 3 clusters Score -1.01611e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -10162919.000000 Penalty: 5499.216797
	Iteration 8F: 3 clusters Score -1.016292e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -10164616.000000 Penalty: 5499.216797
	Iteration 9Q: 3 clusters Score -1.016462e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -10166099.000000 Penalty: 5499.216797
	Iteration 10Q: 3 clusters Score -1.01661e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -10167641.000000 Penalty: 5499.216797
	Iteration 11Q: 3 clusters Score -1.016764e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10168971.000000 Penalty: 5499.216797
	Iteration 12Q: 3 clusters Score -1.016897e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -10170427.000000 Penalty: 5499.216797
	Iteration 13Q: 3 clusters Score -1.017043e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -10171838.000000 Penalty: 5499.216797
	Iteration 14Q: 3 clusters Score -1.017184e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -10173121.000000 Penalty: 5499.216797
	Iteration 15Q: 3 clusters Score -1.017312e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -10173982.000000 Penalty: 5499.216797
	Iteration 16Q: 3 clusters Score -1.017398e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10174556.000000 Penalty: 5499.216797
	Iteration 17Q: 3 clusters Score -1.017456e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -10174926.000000 Penalty: 5499.216797
	Iteration 18Q: 3 clusters Score -1.017493e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -10175173.000000 Penalty: 5499.216797
	Iteration 19Q: 3 clusters Score -1.017517e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -10175318.000000 Penalty: 5499.216797
	Iteration 20F: 3 clusters Score -1.017532e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -10175378.000000 Penalty: 5499.216797
	Iteration 21Q: 3 clusters Score -1.017538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -10175422.000000 Penalty: 5499.216797
	Iteration 22Q: 3 clusters Score -1.017542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -10175463.000000 Penalty: 5499.216797
	Iteration 23Q: 3 clusters Score -1.017546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -10175493.000000 Penalty: 5499.216797
	Iteration 24Q: 3 clusters Score -1.017549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -10175531.000000 Penalty: 5499.216797
	Iteration 25Q: 3 clusters Score -1.017553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -10175547.000000 Penalty: 5499.216797
	Iteration 26Q: 3 clusters Score -1.017555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -10175558.000000 Penalty: 5499.216797
	Iteration 27Q: 3 clusters Score -1.017556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -10175562.000000 Penalty: 5499.216797
	Iteration 28Q: 3 clusters Score -1.017556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -10175573.000000 Penalty: 5499.216797
	Iteration 29Q: 3 clusters Score -1.017557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -10175581.000000 Penalty: 5499.216797
	Iteration 30Q: 3 clusters Score -1.017558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -10175593.000000 Penalty: 5499.216797
	Iteration 31Q: 3 clusters Score -1.017559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -10175609.000000 Penalty: 5499.216797
	Iteration 32Q: 3 clusters Score -1.017561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -10175615.000000 Penalty: 5499.216797
	Iteration 33Q: 3 clusters Score -1.017562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -10175612.000000 Penalty: 5499.216797
	Iteration 34Q: 3 clusters Score -1.017561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -10175620.000000 Penalty: 5499.216797
	Iteration 35Q: 3 clusters Score -1.017562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -10175620.000000 Penalty: 5499.216797
	Iteration 36Q: 3 clusters Score -1.017562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -10175626.000000 Penalty: 5499.216797
	Iteration 37Q: 3 clusters Score -1.017563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -10175629.000000 Penalty: 5499.216797
	Iteration 38Q: 3 clusters Score -1.017563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -10175633.000000 Penalty: 5499.216797
	Iteration 39Q: 3 clusters Score -1.017563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -10175633.000000 Penalty: 5499.216797
	Iteration 40F: 3 clusters Score -1.017563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -19800.902344 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -19800.9 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 78 members 
Entering Unmasked Estep 
Score: -18915.046875 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -18915.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19103.035156 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19103.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19233.982422 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19233.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19252.630859 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19252.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19254.894531 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -19254.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19254.894531 Penalty: 2583.905029
	Iteration 5F: 3 clusters Score -19254.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -309267.500000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -309267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -306595.250000 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -306595.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -307065.218750 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -307065.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -307212.093750 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -307212.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307299.593750 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -307299.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -307358.031250 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -307358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -307407.031250 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -307407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -307440.125000 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -307440.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -307482.062500 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -307482.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -307513.406250 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -307513.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -307548.593750 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -307548.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -307582.593750 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -307582.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -307602.062500 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -307602.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -307617.281250 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -307617.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -307627.562500 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -307627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -307639.937500 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -307639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -307651.750000 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -307651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -307664.093750 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -307664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -307674.781250 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -307674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -307682.750000 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -307682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -307691.656250 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -307691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -307698.093750 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -307698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -307705.000000 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -307705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -307713.250000 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -307713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -307719.062500 Penalty: 3782.537109
	Iteration 23Q: 3 clusters Score -307719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -307724.187500 Penalty: 3782.537109
	Iteration 24Q: 3 clusters Score -307724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -307728.656250 Penalty: 3782.537109
	Iteration 25Q: 3 clusters Score -307728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -307732.406250 Penalty: 3782.537109
	Iteration 26Q: 3 clusters Score -307732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -307735.468750 Penalty: 3782.537109
	Iteration 27Q: 3 clusters Score -307735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -307737.093750 Penalty: 3782.537109
	Iteration 28Q: 3 clusters Score -307737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -307738.843750 Penalty: 3782.537109
	Iteration 29Q: 3 clusters Score -307738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307740.093750 Penalty: 3782.537109
	Iteration 30Q: 3 clusters Score -307740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307741.375000 Penalty: 3782.537109
	Iteration 31Q: 3 clusters Score -307741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307741.093750 Penalty: 3782.537109
	Iteration 32Q: 3 clusters Score -307741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307741.093750 Penalty: 3782.537109
	Iteration 33F: 3 clusters Score -307741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -1210457.250000 Penalty: 2230.431641
	Iteration 0F: 2 clusters Score -1210457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1204097.625000 Penalty: 4460.863281
	Iteration 0F: 3 clusters Score -1204098 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1205848.375000 Penalty: 4460.863281
	Iteration 1F: 3 clusters Score -1205848 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1206153.250000 Penalty: 4460.863281
	Iteration 2F: 3 clusters Score -1206153 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1206433.625000 Penalty: 4460.863281
	Iteration 3F: 3 clusters Score -1206434 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1206722.375000 Penalty: 4460.863281
	Iteration 4F: 3 clusters Score -1206722 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1207008.375000 Penalty: 4460.863281
	Iteration 5Q: 3 clusters Score -1207008 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1207338.625000 Penalty: 4460.863281
	Iteration 6F: 3 clusters Score -1207339 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1207786.875000 Penalty: 4460.863281
	Iteration 7F: 3 clusters Score -1207787 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1208296.500000 Penalty: 4460.863281
	Iteration 8F: 3 clusters Score -1208296 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1208789.875000 Penalty: 4460.863281
	Iteration 9F: 3 clusters Score -1208790 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1209181.250000 Penalty: 4460.863281
	Iteration 10F: 3 clusters Score -1209181 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1209449.750000 Penalty: 4460.863281
	Iteration 11Q: 3 clusters Score -1209450 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1209629.250000 Penalty: 4460.863281
	Iteration 12Q: 3 clusters Score -1209629 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1209749.625000 Penalty: 4460.863281
	Iteration 13Q: 3 clusters Score -1209750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1209813.875000 Penalty: 4460.863281
	Iteration 14Q: 3 clusters Score -1209814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1209844.500000 Penalty: 4460.863281
	Iteration 15Q: 3 clusters Score -1209844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1209864.125000 Penalty: 4460.863281
	Iteration 16Q: 3 clusters Score -1209864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1209874.000000 Penalty: 4460.863281
	Iteration 17Q: 3 clusters Score -1209874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1209879.875000 Penalty: 4460.863281
	Iteration 18Q: 3 clusters Score -1209880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1209880.500000 Penalty: 4460.863281
	Iteration 19Q: 3 clusters Score -1209880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1209884.125000 Penalty: 4460.863281
	Iteration 20F: 3 clusters Score -1209884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1209884.500000 Penalty: 4460.863281
	Iteration 21Q: 3 clusters Score -1209884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1209883.625000 Penalty: 4460.863281
	Iteration 22Q: 3 clusters Score -1209884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1209885.625000 Penalty: 4460.863281
	Iteration 23Q: 3 clusters Score -1209886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1209886.125000 Penalty: 4460.863281
	Iteration 24Q: 3 clusters Score -1209886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1209888.250000 Penalty: 4460.863281
	Iteration 25Q: 3 clusters Score -1209888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1209888.250000 Penalty: 4460.863281
	Iteration 26Q: 3 clusters Score -1209888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1209887.125000 Penalty: 4460.863281
	Iteration 27Q: 3 clusters Score -1209887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1209888.000000 Penalty: 4460.863281
	Iteration 28Q: 3 clusters Score -1209888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1209892.125000 Penalty: 4460.863281
	Iteration 29Q: 3 clusters Score -1209892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1209894.500000 Penalty: 4460.863281
	Iteration 30Q: 3 clusters Score -1209894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1209900.625000 Penalty: 4460.863281
	Iteration 31Q: 3 clusters Score -1209901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1209901.875000 Penalty: 4460.863281
	Iteration 32Q: 3 clusters Score -1209902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1209900.375000 Penalty: 4460.863281
	Iteration 33Q: 3 clusters Score -1209900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1209903.625000 Penalty: 4460.863281
	Iteration 34Q: 3 clusters Score -1209904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1209906.000000 Penalty: 4460.863281
	Iteration 35Q: 3 clusters Score -1209906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1209907.375000 Penalty: 4460.863281
	Iteration 36Q: 3 clusters Score -1209907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1209907.375000 Penalty: 4460.863281
	Iteration 37F: 3 clusters Score -1209907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (45482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Entering Unmasked Estep 
Score: -7065796.000000 Penalty: 2659.817871
	Iteration 0F: 2 clusters Score -7065796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7035241.000000 Penalty: 5319.635742
	Iteration 0F: 3 clusters Score -7035241 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -7047242.000000 Penalty: 5319.635742
	Iteration 1F: 3 clusters Score -7047242 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -7048198.000000 Penalty: 5319.635742
	Iteration 2F: 3 clusters Score -7048198 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -7049434.000000 Penalty: 5319.635742
	Iteration 3F: 3 clusters Score -7049434 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -7051161.000000 Penalty: 5319.635742
	Iteration 4F: 3 clusters Score -7051161 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7053315.000000 Penalty: 5319.635742
	Iteration 5F: 3 clusters Score -7053315 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -7055456.000000 Penalty: 5319.635742
	Iteration 6F: 3 clusters Score -7055456 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7057184.000000 Penalty: 5319.635742
	Iteration 7F: 3 clusters Score -7057184 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7058526.000000 Penalty: 5319.635742
	Iteration 8Q: 3 clusters Score -7058526 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7059704.500000 Penalty: 5319.635742
	Iteration 9Q: 3 clusters Score -7059704 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7060704.500000 Penalty: 5319.635742
	Iteration 10Q: 3 clusters Score -7060704 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -7061474.000000 Penalty: 5319.635742
	Iteration 11Q: 3 clusters Score -7061474 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -7062084.500000 Penalty: 5319.635742
	Iteration 12Q: 3 clusters Score -7062084 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -7062556.000000 Penalty: 5319.635742
	Iteration 13Q: 3 clusters Score -7062556 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -7062906.500000 Penalty: 5319.635742
	Iteration 14Q: 3 clusters Score -7062906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -7063099.000000 Penalty: 5319.635742
	Iteration 15Q: 3 clusters Score -7063099 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -7063226.500000 Penalty: 5319.635742
	Iteration 16Q: 3 clusters Score -7063226 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -7063299.000000 Penalty: 5319.635742
	Iteration 17Q: 3 clusters Score -7063299 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -7063346.500000 Penalty: 5319.635742
	Iteration 18Q: 3 clusters Score -7063346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -7063381.000000 Penalty: 5319.635742
	Iteration 19Q: 3 clusters Score -7063381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -7063399.500000 Penalty: 5319.635742
	Iteration 20F: 3 clusters Score -7063400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -7063417.500000 Penalty: 5319.635742
	Iteration 21Q: 3 clusters Score -7063418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -7063434.000000 Penalty: 5319.635742
	Iteration 22Q: 3 clusters Score -7063434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -7063449.500000 Penalty: 5319.635742
	Iteration 23Q: 3 clusters Score -7063450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -7063455.000000 Penalty: 5319.635742
	Iteration 24Q: 3 clusters Score -7063455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -7063469.000000 Penalty: 5319.635742
	Iteration 25Q: 3 clusters Score -7063469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -7063470.500000 Penalty: 5319.635742
	Iteration 26Q: 3 clusters Score -7063470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -7063483.500000 Penalty: 5319.635742
	Iteration 27Q: 3 clusters Score -7063484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -7063492.000000 Penalty: 5319.635742
	Iteration 28Q: 3 clusters Score -7063492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7063495.500000 Penalty: 5319.635742
	Iteration 29Q: 3 clusters Score -7063496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -7063511.500000 Penalty: 5319.635742
	Iteration 30Q: 3 clusters Score -7063512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -7063518.000000 Penalty: 5319.635742
	Iteration 31Q: 3 clusters Score -7063518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -7063522.500000 Penalty: 5319.635742
	Iteration 32Q: 3 clusters Score -7063522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -7063520.000000 Penalty: 5319.635742
	Iteration 33Q: 3 clusters Score -7063520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -7063521.000000 Penalty: 5319.635742
	Iteration 34Q: 3 clusters Score -7063521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -7063521.000000 Penalty: 5319.635742
	Iteration 35F: 3 clusters Score -7063521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Entering Unmasked Estep 
Score: -6002814.000000 Penalty: 2619.547119
	Iteration 0F: 2 clusters Score -6002814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -5976789.000000 Penalty: 5239.094238
	Iteration 0F: 3 clusters Score -5976789 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5986579.500000 Penalty: 5239.094238
	Iteration 1F: 3 clusters Score -5986580 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -5987298.500000 Penalty: 5239.094238
	Iteration 2F: 3 clusters Score -5987298 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5988114.500000 Penalty: 5239.094238
	Iteration 3Q: 3 clusters Score -5988114 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5988975.000000 Penalty: 5239.094238
	Iteration 4F: 3 clusters Score -5988975 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5989784.000000 Penalty: 5239.094238
	Iteration 5F: 3 clusters Score -5989784 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5990621.000000 Penalty: 5239.094238
	Iteration 6Q: 3 clusters Score -5990621 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5991449.000000 Penalty: 5239.094238
	Iteration 7Q: 3 clusters Score -5991449 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5992220.500000 Penalty: 5239.094238
	Iteration 8Q: 3 clusters Score -5992220 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5993008.500000 Penalty: 5239.094238
	Iteration 9Q: 3 clusters Score -5993008 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5993787.000000 Penalty: 5239.094238
	Iteration 10Q: 3 clusters Score -5993787 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5994541.000000 Penalty: 5239.094238
	Iteration 11Q: 3 clusters Score -5994541 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5995305.000000 Penalty: 5239.094238
	Iteration 12Q: 3 clusters Score -5995305 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -5996025.500000 Penalty: 5239.094238
	Iteration 13Q: 3 clusters Score -5996026 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5996650.000000 Penalty: 5239.094238
	Iteration 14Q: 3 clusters Score -5996650 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -5997247.500000 Penalty: 5239.094238
	Iteration 15Q: 3 clusters Score -5997248 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -5997833.000000 Penalty: 5239.094238
	Iteration 16Q: 3 clusters Score -5997833 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -5998263.500000 Penalty: 5239.094238
	Iteration 17Q: 3 clusters Score -5998264 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5998631.000000 Penalty: 5239.094238
	Iteration 18Q: 3 clusters Score -5998631 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5998984.000000 Penalty: 5239.094238
	Iteration 19Q: 3 clusters Score -5998984 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5999267.500000 Penalty: 5239.094238
	Iteration 20F: 3 clusters Score -5999268 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5999537.500000 Penalty: 5239.094238
	Iteration 21Q: 3 clusters Score -5999538 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5999781.500000 Penalty: 5239.094238
	Iteration 22Q: 3 clusters Score -5999782 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5999981.000000 Penalty: 5239.094238
	Iteration 23Q: 3 clusters Score -5999981 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6000175.500000 Penalty: 5239.094238
	Iteration 24Q: 3 clusters Score -6000176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -6000317.000000 Penalty: 5239.094238
	Iteration 25Q: 3 clusters Score -6000317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -6000406.500000 Penalty: 5239.094238
	Iteration 26Q: 3 clusters Score -6000406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6000484.500000 Penalty: 5239.094238
	Iteration 27Q: 3 clusters Score -6000484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -6000553.000000 Penalty: 5239.094238
	Iteration 28Q: 3 clusters Score -6000553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -6000607.500000 Penalty: 5239.094238
	Iteration 29Q: 3 clusters Score -6000608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6000648.500000 Penalty: 5239.094238
	Iteration 30Q: 3 clusters Score -6000648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -6000673.500000 Penalty: 5239.094238
	Iteration 31Q: 3 clusters Score -6000674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -6000685.500000 Penalty: 5239.094238
	Iteration 32Q: 3 clusters Score -6000686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -6000713.500000 Penalty: 5239.094238
	Iteration 33Q: 3 clusters Score -6000714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -6000729.000000 Penalty: 5239.094238
	Iteration 34Q: 3 clusters Score -6000729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -6000740.000000 Penalty: 5239.094238
	Iteration 35Q: 3 clusters Score -6000740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -6000757.500000 Penalty: 5239.094238
	Iteration 36Q: 3 clusters Score -6000758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -6000781.500000 Penalty: 5239.094238
	Iteration 37Q: 3 clusters Score -6000782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -6000792.500000 Penalty: 5239.094238
	Iteration 38Q: 3 clusters Score -6000792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6000798.000000 Penalty: 5239.094238
	Iteration 39Q: 3 clusters Score -6000798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -6000805.000000 Penalty: 5239.094238
	Iteration 40F: 3 clusters Score -6000805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -6000810.500000 Penalty: 5239.094238
	Iteration 41Q: 3 clusters Score -6000810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6000817.000000 Penalty: 5239.094238
	Iteration 42Q: 3 clusters Score -6000817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -6000819.500000 Penalty: 5239.094238
	Iteration 43Q: 3 clusters Score -6000820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -6000819.500000 Penalty: 5239.094238
	Iteration 44Q: 3 clusters Score -6000820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -6000816.500000 Penalty: 5239.094238
	Iteration 45Q: 3 clusters Score -6000816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -6000817.000000 Penalty: 5239.094238
	Iteration 46Q: 3 clusters Score -6000817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6000816.000000 Penalty: 5239.094238
	Iteration 47Q: 3 clusters Score -6000816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6000816.000000 Penalty: 5239.094238
	Iteration 48F: 3 clusters Score -6000816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -1761639.875000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -1761640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1753513.750000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -1753514 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1755807.625000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -1755808 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1756079.875000 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -1756080 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1756257.125000 Penalty: 4599.191895
	Iteration 3Q: 3 clusters Score -1756257 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1756366.625000 Penalty: 4599.191895
	Iteration 4Q: 3 clusters Score -1756367 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1756470.500000 Penalty: 4599.191895
	Iteration 5Q: 3 clusters Score -1756470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1756551.500000 Penalty: 4599.191895
	Iteration 6Q: 3 clusters Score -1756552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1756633.000000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -1756633 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1756721.250000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -1756721 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1756816.375000 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -1756816 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1756932.500000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -1756932 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1757043.250000 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -1757043 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1757181.125000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -1757181 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1757363.000000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -1757363 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1757600.000000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -1757600 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1757886.375000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -1757886 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1758200.500000 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -1758200 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1758567.125000 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -1758567 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1758866.750000 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -1758867 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1759083.000000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -1759083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1759242.875000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -1759243 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1759376.625000 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -1759377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1759472.500000 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -1759472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1759526.625000 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -1759527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1759563.250000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -1759563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1759583.000000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -1759583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1759592.125000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -1759592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1759590.625000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -1759591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1759592.875000 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -1759593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1759596.000000 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -1759596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1759594.875000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -1759595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1759598.875000 Penalty: 4599.191895
	Iteration 31Q: 3 clusters Score -1759599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1759603.750000 Penalty: 4599.191895
	Iteration 32Q: 3 clusters Score -1759604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1759609.500000 Penalty: 4599.191895
	Iteration 33Q: 3 clusters Score -1759610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1759612.000000 Penalty: 4599.191895
	Iteration 34Q: 3 clusters Score -1759612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1759612.000000 Penalty: 4599.191895
	Iteration 35F: 3 clusters Score -1759612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Entering Unmasked Estep 
Score: -2422082.500000 Penalty: 2406.743164
	Iteration 0F: 2 clusters Score -2422082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2410394.000000 Penalty: 4813.486328
	Iteration 0F: 3 clusters Score -2410394 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2414678.000000 Penalty: 4813.486328
	Iteration 1F: 3 clusters Score -2414678 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2415611.500000 Penalty: 4813.486328
	Iteration 2F: 3 clusters Score -2415612 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2416446.500000 Penalty: 4813.486328
	Iteration 3F: 3 clusters Score -2416446 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2417178.000000 Penalty: 4813.486328
	Iteration 4F: 3 clusters Score -2417178 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2417723.500000 Penalty: 4813.486328
	Iteration 5F: 3 clusters Score -2417724 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2418139.000000 Penalty: 4813.486328
	Iteration 6Q: 3 clusters Score -2418139 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2418489.500000 Penalty: 4813.486328
	Iteration 7Q: 3 clusters Score -2418490 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2418829.500000 Penalty: 4813.486328
	Iteration 8Q: 3 clusters Score -2418830 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2419180.250000 Penalty: 4813.486328
	Iteration 9Q: 3 clusters Score -2419180 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2419592.000000 Penalty: 4813.486328
	Iteration 10Q: 3 clusters Score -2419592 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2420001.250000 Penalty: 4813.486328
	Iteration 11Q: 3 clusters Score -2420001 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2420251.750000 Penalty: 4813.486328
	Iteration 12Q: 3 clusters Score -2420252 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2420395.750000 Penalty: 4813.486328
	Iteration 13Q: 3 clusters Score -2420396 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2420473.000000 Penalty: 4813.486328
	Iteration 14Q: 3 clusters Score -2420473 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2420537.750000 Penalty: 4813.486328
	Iteration 15Q: 3 clusters Score -2420538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2420579.500000 Penalty: 4813.486328
	Iteration 16Q: 3 clusters Score -2420580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2420620.750000 Penalty: 4813.486328
	Iteration 17Q: 3 clusters Score -2420621 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2420650.500000 Penalty: 4813.486328
	Iteration 18Q: 3 clusters Score -2420650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2420665.250000 Penalty: 4813.486328
	Iteration 19Q: 3 clusters Score -2420665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2420689.250000 Penalty: 4813.486328
	Iteration 20F: 3 clusters Score -2420689 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2420717.250000 Penalty: 4813.486328
	Iteration 21Q: 3 clusters Score -2420717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2420730.250000 Penalty: 4813.486328
	Iteration 22Q: 3 clusters Score -2420730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2420748.000000 Penalty: 4813.486328
	Iteration 23Q: 3 clusters Score -2420748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2420770.250000 Penalty: 4813.486328
	Iteration 24Q: 3 clusters Score -2420770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2420796.250000 Penalty: 4813.486328
	Iteration 25Q: 3 clusters Score -2420796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2420832.750000 Penalty: 4813.486328
	Iteration 26Q: 3 clusters Score -2420833 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2420850.500000 Penalty: 4813.486328
	Iteration 27Q: 3 clusters Score -2420850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2420890.500000 Penalty: 4813.486328
	Iteration 28Q: 3 clusters Score -2420890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2420917.500000 Penalty: 4813.486328
	Iteration 29Q: 3 clusters Score -2420918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2420973.500000 Penalty: 4813.486328
	Iteration 30Q: 3 clusters Score -2420974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2421046.000000 Penalty: 4813.486328
	Iteration 31Q: 3 clusters Score -2421046 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2421154.500000 Penalty: 4813.486328
	Iteration 32Q: 3 clusters Score -2421154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2421284.750000 Penalty: 4813.486328
	Iteration 33Q: 3 clusters Score -2421285 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2421442.750000 Penalty: 4813.486328
	Iteration 34Q: 3 clusters Score -2421443 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2421607.250000 Penalty: 4813.486328
	Iteration 35Q: 3 clusters Score -2421607 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2421773.250000 Penalty: 4813.486328
	Iteration 36Q: 3 clusters Score -2421773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2421981.250000 Penalty: 4813.486328
	Iteration 37Q: 3 clusters Score -2421981 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2422177.750000 Penalty: 4813.486328
	Iteration 38Q: 3 clusters Score -2422178 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2422364.750000 Penalty: 4813.486328
	Iteration 39Q: 3 clusters Score -2422365 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2422517.250000 Penalty: 4813.486328
	Iteration 40F: 3 clusters Score -2422517 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2422630.500000 Penalty: 4813.486328
	Iteration 41Q: 3 clusters Score -2422630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2422701.500000 Penalty: 4813.486328
	Iteration 42Q: 3 clusters Score -2422702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2422757.250000 Penalty: 4813.486328
	Iteration 43Q: 3 clusters Score -2422757 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2422793.000000 Penalty: 4813.486328
	Iteration 44Q: 3 clusters Score -2422793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2422812.750000 Penalty: 4813.486328
	Iteration 45Q: 3 clusters Score -2422813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2422824.750000 Penalty: 4813.486328
	Iteration 46Q: 3 clusters Score -2422825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2422839.750000 Penalty: 4813.486328
	Iteration 47Q: 3 clusters Score -2422840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2422845.000000 Penalty: 4813.486328
	Iteration 48Q: 3 clusters Score -2422845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2422843.500000 Penalty: 4813.486328
	Iteration 49Q: 3 clusters Score -2422844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2422843.750000 Penalty: 4813.486328
	Iteration 50Q: 3 clusters Score -2422844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2422844.750000 Penalty: 4813.486328
	Iteration 51Q: 3 clusters Score -2422845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2422845.250000 Penalty: 4813.486328
	Iteration 52Q: 3 clusters Score -2422845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2422846.500000 Penalty: 4813.486328
	Iteration 53Q: 3 clusters Score -2422846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2422846.500000 Penalty: 4813.486328
	Iteration 54F: 3 clusters Score -2422846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 10036 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 10207 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27644 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8074 members 
Mstep: Class 46 contains 6186 members 
Entering Unmasked Estep 
Score: -120394536.000000 Penalty: 154999.796875
Splitting cluster 35 changes total score from -120394776.000000 to -120394536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -865643.062500 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -865643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -860611.312500 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -860611.3 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -862016.062500 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -862016.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -862472.187500 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -862472.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -862877.687500 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -862877.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -863204.750000 Penalty: 4297.459473
	Iteration 4F: 3 clusters Score -863204.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -863465.312500 Penalty: 4297.459473
	Iteration 5F: 3 clusters Score -863465.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -863650.437500 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -863650.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -863830.750000 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -863830.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -863993.062500 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -863993.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -864150.500000 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -864150.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -864270.437500 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -864270.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -864355.750000 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -864355.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -864423.000000 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -864423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -864478.625000 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -864478.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -864541.625000 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -864541.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -864603.250000 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -864603.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -864653.187500 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -864653.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -864683.875000 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -864683.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -864708.000000 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -864708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -864732.250000 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -864732.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -864752.750000 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -864752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -864769.125000 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -864769.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -864780.062500 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -864780.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -864785.062500 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -864785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -864789.000000 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -864789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -864796.500000 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -864796.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -864802.437500 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -864802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -864805.312500 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -864805.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -864812.312500 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -864812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -864814.375000 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -864814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -864816.625000 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -864816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -864819.625000 Penalty: 4297.459473
	Iteration 31Q: 3 clusters Score -864819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -864820.000000 Penalty: 4297.459473
	Iteration 32Q: 3 clusters Score -864820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -864820.687500 Penalty: 4297.459473
	Iteration 33Q: 3 clusters Score -864820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -864823.125000 Penalty: 4297.459473
	Iteration 34Q: 3 clusters Score -864823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -864823.250000 Penalty: 4297.459473
	Iteration 35Q: 3 clusters Score -864823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -864827.437500 Penalty: 4297.459473
	Iteration 36Q: 3 clusters Score -864827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -864830.375000 Penalty: 4297.459473
	Iteration 37Q: 3 clusters Score -864830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -864830.062500 Penalty: 4297.459473
	Iteration 38Q: 3 clusters Score -864830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -864832.562500 Penalty: 4297.459473
	Iteration 39Q: 3 clusters Score -864832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -864831.937500 Penalty: 4297.459473
	Iteration 40F: 3 clusters Score -864831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -864832.250000 Penalty: 4297.459473
	Iteration 41Q: 3 clusters Score -864832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -864833.812500 Penalty: 4297.459473
	Iteration 42Q: 3 clusters Score -864833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -864833.812500 Penalty: 4297.459473
	Iteration 43F: 3 clusters Score -864833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -48612.046875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -48612.05 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 177 members 
Entering Unmasked Estep 
Score: -47271.261719 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -47271.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47433.757812 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -47433.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47472.796875 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -47472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47493.589844 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -47493.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47513.367188 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -47513.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47516.535156 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -47516.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47516.535156 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -47516.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -140955.265625 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -140955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -139057.968750 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -139058 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139410.640625 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -139410.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139518.843750 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -139518.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139611.375000 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -139611.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139644.593750 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -139644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139673.859375 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -139673.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139692.562500 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -139692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139704.687500 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -139704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139717.015625 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -139717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139719.812500 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -139719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139721.375000 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -139721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139723.984375 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -139724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139727.906250 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -139727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139731.796875 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -139731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139738.406250 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -139738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139746.078125 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -139746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139749.578125 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -139749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139753.640625 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -139753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139756.984375 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -139757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139759.750000 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -139759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139759.750000 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -139759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -1529201.250000 Penalty: 2295.744385
	Iteration 0F: 2 clusters Score -1529201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1521282.375000 Penalty: 4591.488770
	Iteration 0F: 3 clusters Score -1521282 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1523821.875000 Penalty: 4591.488770
	Iteration 1F: 3 clusters Score -1523822 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1524341.500000 Penalty: 4591.488770
	Iteration 2F: 3 clusters Score -1524342 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1524809.375000 Penalty: 4591.488770
	Iteration 3F: 3 clusters Score -1524809 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1525205.625000 Penalty: 4591.488770
	Iteration 4F: 3 clusters Score -1525206 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1525564.125000 Penalty: 4591.488770
	Iteration 5F: 3 clusters Score -1525564 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1525852.500000 Penalty: 4591.488770
	Iteration 6Q: 3 clusters Score -1525852 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1526140.125000 Penalty: 4591.488770
	Iteration 7Q: 3 clusters Score -1526140 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1526396.375000 Penalty: 4591.488770
	Iteration 8Q: 3 clusters Score -1526396 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1526664.375000 Penalty: 4591.488770
	Iteration 9Q: 3 clusters Score -1526664 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1526916.750000 Penalty: 4591.488770
	Iteration 10Q: 3 clusters Score -1526917 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1527117.625000 Penalty: 4591.488770
	Iteration 11Q: 3 clusters Score -1527118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1527273.125000 Penalty: 4591.488770
	Iteration 12Q: 3 clusters Score -1527273 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1527383.750000 Penalty: 4591.488770
	Iteration 13Q: 3 clusters Score -1527384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1527456.000000 Penalty: 4591.488770
	Iteration 14Q: 3 clusters Score -1527456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1527516.250000 Penalty: 4591.488770
	Iteration 15Q: 3 clusters Score -1527516 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1527565.625000 Penalty: 4591.488770
	Iteration 16Q: 3 clusters Score -1527566 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1527598.375000 Penalty: 4591.488770
	Iteration 17Q: 3 clusters Score -1527598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1527619.500000 Penalty: 4591.488770
	Iteration 18Q: 3 clusters Score -1527620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1527632.625000 Penalty: 4591.488770
	Iteration 19Q: 3 clusters Score -1527633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1527642.250000 Penalty: 4591.488770
	Iteration 20F: 3 clusters Score -1527642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1527650.125000 Penalty: 4591.488770
	Iteration 21Q: 3 clusters Score -1527650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1527661.750000 Penalty: 4591.488770
	Iteration 22Q: 3 clusters Score -1527662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1527669.875000 Penalty: 4591.488770
	Iteration 23Q: 3 clusters Score -1527670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1527679.250000 Penalty: 4591.488770
	Iteration 24Q: 3 clusters Score -1527679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1527691.875000 Penalty: 4591.488770
	Iteration 25Q: 3 clusters Score -1527692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1527698.625000 Penalty: 4591.488770
	Iteration 26Q: 3 clusters Score -1527699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1527702.000000 Penalty: 4591.488770
	Iteration 27Q: 3 clusters Score -1527702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1527719.625000 Penalty: 4591.488770
	Iteration 28Q: 3 clusters Score -1527720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1527724.750000 Penalty: 4591.488770
	Iteration 29Q: 3 clusters Score -1527725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1527724.500000 Penalty: 4591.488770
	Iteration 30Q: 3 clusters Score -1527724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1527732.875000 Penalty: 4591.488770
	Iteration 31Q: 3 clusters Score -1527733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1527736.750000 Penalty: 4591.488770
	Iteration 32Q: 3 clusters Score -1527737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1527736.000000 Penalty: 4591.488770
	Iteration 33Q: 3 clusters Score -1527736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1527741.625000 Penalty: 4591.488770
	Iteration 34Q: 3 clusters Score -1527742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1527743.250000 Penalty: 4591.488770
	Iteration 35Q: 3 clusters Score -1527743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1527744.000000 Penalty: 4591.488770
	Iteration 36Q: 3 clusters Score -1527744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1527748.625000 Penalty: 4591.488770
	Iteration 37Q: 3 clusters Score -1527749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1527750.750000 Penalty: 4591.488770
	Iteration 38Q: 3 clusters Score -1527751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1527753.875000 Penalty: 4591.488770
	Iteration 39Q: 3 clusters Score -1527754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1527756.750000 Penalty: 4591.488770
	Iteration 40F: 3 clusters Score -1527757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1527758.000000 Penalty: 4591.488770
	Iteration 41Q: 3 clusters Score -1527758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1527757.375000 Penalty: 4591.488770
	Iteration 42Q: 3 clusters Score -1527757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1527762.625000 Penalty: 4591.488770
	Iteration 43Q: 3 clusters Score -1527763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1527767.375000 Penalty: 4591.488770
	Iteration 44Q: 3 clusters Score -1527767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1527765.250000 Penalty: 4591.488770
	Iteration 45Q: 3 clusters Score -1527765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1527764.375000 Penalty: 4591.488770
	Iteration 46Q: 3 clusters Score -1527764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1527766.875000 Penalty: 4591.488770
	Iteration 47Q: 3 clusters Score -1527767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1527769.000000 Penalty: 4591.488770
	Iteration 48Q: 3 clusters Score -1527769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1527770.750000 Penalty: 4591.488770
	Iteration 49Q: 3 clusters Score -1527771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1527770.375000 Penalty: 4591.488770
	Iteration 50Q: 3 clusters Score -1527770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1527768.375000 Penalty: 4591.488770
	Iteration 51Q: 3 clusters Score -1527768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1527769.750000 Penalty: 4591.488770
	Iteration 52Q: 3 clusters Score -1527770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1527773.625000 Penalty: 4591.488770
	Iteration 53Q: 3 clusters Score -1527774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1527777.375000 Penalty: 4591.488770
	Iteration 54Q: 3 clusters Score -1527777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1527778.375000 Penalty: 4591.488770
	Iteration 55Q: 3 clusters Score -1527778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1527778.875000 Penalty: 4591.488770
	Iteration 56Q: 3 clusters Score -1527779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1527779.250000 Penalty: 4591.488770
	Iteration 57Q: 3 clusters Score -1527779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1527775.500000 Penalty: 4591.488770
	Iteration 58Q: 3 clusters Score -1527776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1527777.250000 Penalty: 4591.488770
	Iteration 59Q: 3 clusters Score -1527777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1527777.250000 Penalty: 4591.488770
	Iteration 60F: 3 clusters Score -1527777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1527780.750000 Penalty: 4591.488770
	Iteration 61Q: 3 clusters Score -1527781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1527782.500000 Penalty: 4591.488770
	Iteration 62Q: 3 clusters Score -1527782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1527785.125000 Penalty: 4591.488770
	Iteration 63Q: 3 clusters Score -1527785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1527780.875000 Penalty: 4591.488770
	Iteration 64Q: 3 clusters Score -1527781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1527782.500000 Penalty: 4591.488770
	Iteration 65Q: 3 clusters Score -1527782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1527781.500000 Penalty: 4591.488770
	Iteration 66Q: 3 clusters Score -1527782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1527782.375000 Penalty: 4591.488770
	Iteration 67Q: 3 clusters Score -1527782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1527780.750000 Penalty: 4591.488770
	Iteration 68Q: 3 clusters Score -1527781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1527782.750000 Penalty: 4591.488770
	Iteration 69Q: 3 clusters Score -1527783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1527782.250000 Penalty: 4591.488770
	Iteration 70Q: 3 clusters Score -1527782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1527780.125000 Penalty: 4591.488770
	Iteration 71Q: 3 clusters Score -1527780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1527782.875000 Penalty: 4591.488770
	Iteration 72Q: 3 clusters Score -1527783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1527785.250000 Penalty: 4591.488770
	Iteration 73Q: 3 clusters Score -1527785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1527784.625000 Penalty: 4591.488770
	Iteration 74Q: 3 clusters Score -1527785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1527785.375000 Penalty: 4591.488770
	Iteration 75Q: 3 clusters Score -1527785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1527785.500000 Penalty: 4591.488770
	Iteration 76Q: 3 clusters Score -1527786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1527785.500000 Penalty: 4591.488770
	Iteration 77F: 3 clusters Score -1527786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -176732.500000 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -176732.5 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 600 members 
Entering Unmasked Estep 
Score: -174704.921875 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -174704.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175025.640625 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -175025.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175103.578125 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -175103.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175145.062500 Penalty: 3530.536133
	Iteration 3Q: 3 clusters Score -175145.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175188.812500 Penalty: 3530.536133
	Iteration 4Q: 3 clusters Score -175188.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175211.437500 Penalty: 3530.536133
	Iteration 5Q: 3 clusters Score -175211.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175231.734375 Penalty: 3530.536133
	Iteration 6Q: 3 clusters Score -175231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175257.859375 Penalty: 3530.536133
	Iteration 7Q: 3 clusters Score -175257.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -175280.453125 Penalty: 3530.536133
	Iteration 8Q: 3 clusters Score -175280.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175330.343750 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -175330.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -175382.718750 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -175382.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175440.968750 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -175441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -175481.765625 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -175481.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -175502.750000 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -175502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -175512.625000 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -175512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -175521.968750 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -175522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -175531.203125 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -175531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -175549.593750 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -175549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -175555.343750 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -175555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -175561.296875 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -175561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -175586.328125 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -175586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -175630.250000 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -175630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -175654.562500 Penalty: 3530.536133
	Iteration 22Q: 3 clusters Score -175654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -175677.562500 Penalty: 3530.536133
	Iteration 23Q: 3 clusters Score -175677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -175699.812500 Penalty: 3530.536133
	Iteration 24Q: 3 clusters Score -175699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -175718.937500 Penalty: 3530.536133
	Iteration 25Q: 3 clusters Score -175718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -175735.750000 Penalty: 3530.536133
	Iteration 26Q: 3 clusters Score -175735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -175755.484375 Penalty: 3530.536133
	Iteration 27Q: 3 clusters Score -175755.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -175771.609375 Penalty: 3530.536133
	Iteration 28Q: 3 clusters Score -175771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -175779.343750 Penalty: 3530.536133
	Iteration 29Q: 3 clusters Score -175779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -175786.796875 Penalty: 3530.536133
	Iteration 30Q: 3 clusters Score -175786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -175797.078125 Penalty: 3530.536133
	Iteration 31Q: 3 clusters Score -175797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -175800.593750 Penalty: 3530.536133
	Iteration 32Q: 3 clusters Score -175800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -175804.421875 Penalty: 3530.536133
	Iteration 33Q: 3 clusters Score -175804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -175806.562500 Penalty: 3530.536133
	Iteration 34Q: 3 clusters Score -175806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -175809.468750 Penalty: 3530.536133
	Iteration 35Q: 3 clusters Score -175809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -175811.843750 Penalty: 3530.536133
	Iteration 36Q: 3 clusters Score -175811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -175811.843750 Penalty: 3530.536133
	Iteration 37F: 3 clusters Score -175811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Entering Unmasked Estep 
Score: -4077212.500000 Penalty: 2536.336670
	Iteration 0F: 2 clusters Score -4077212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4058188.000000 Penalty: 5072.673340
	Iteration 0F: 3 clusters Score -4058188 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4065321.500000 Penalty: 5072.673340
	Iteration 1F: 3 clusters Score -4065322 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4066344.750000 Penalty: 5072.673340
	Iteration 2F: 3 clusters Score -4066345 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4067369.500000 Penalty: 5072.673340
	Iteration 3F: 3 clusters Score -4067370 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4068426.250000 Penalty: 5072.673340
	Iteration 4F: 3 clusters Score -4068426 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4069461.250000 Penalty: 5072.673340
	Iteration 5F: 3 clusters Score -4069461 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4070445.500000 Penalty: 5072.673340
	Iteration 6F: 3 clusters Score -4070446 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4071385.000000 Penalty: 5072.673340
	Iteration 7F: 3 clusters Score -4071385 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -4072197.750000 Penalty: 5072.673340
	Iteration 8Q: 3 clusters Score -4072198 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4072848.000000 Penalty: 5072.673340
	Iteration 9Q: 3 clusters Score -4072848 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4073360.750000 Penalty: 5072.673340
	Iteration 10Q: 3 clusters Score -4073361 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4073670.500000 Penalty: 5072.673340
	Iteration 11Q: 3 clusters Score -4073670 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -4073853.000000 Penalty: 5072.673340
	Iteration 12Q: 3 clusters Score -4073853 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4074045.750000 Penalty: 5072.673340
	Iteration 13Q: 3 clusters Score -4074046 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4074211.250000 Penalty: 5072.673340
	Iteration 14Q: 3 clusters Score -4074211 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4074327.500000 Penalty: 5072.673340
	Iteration 15Q: 3 clusters Score -4074328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4074433.000000 Penalty: 5072.673340
	Iteration 16Q: 3 clusters Score -4074433 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4074526.000000 Penalty: 5072.673340
	Iteration 17Q: 3 clusters Score -4074526 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4074605.750000 Penalty: 5072.673340
	Iteration 18Q: 3 clusters Score -4074606 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4074687.250000 Penalty: 5072.673340
	Iteration 19Q: 3 clusters Score -4074687 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4074774.500000 Penalty: 5072.673340
	Iteration 20F: 3 clusters Score -4074774 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4074832.500000 Penalty: 5072.673340
	Iteration 21Q: 3 clusters Score -4074832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4074874.250000 Penalty: 5072.673340
	Iteration 22Q: 3 clusters Score -4074874 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4074926.750000 Penalty: 5072.673340
	Iteration 23Q: 3 clusters Score -4074927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4074968.750000 Penalty: 5072.673340
	Iteration 24Q: 3 clusters Score -4074969 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4075012.750000 Penalty: 5072.673340
	Iteration 25Q: 3 clusters Score -4075013 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4075097.750000 Penalty: 5072.673340
	Iteration 26Q: 3 clusters Score -4075098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4075180.500000 Penalty: 5072.673340
	Iteration 27Q: 3 clusters Score -4075180 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4075273.000000 Penalty: 5072.673340
	Iteration 28Q: 3 clusters Score -4075273 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4075343.500000 Penalty: 5072.673340
	Iteration 29Q: 3 clusters Score -4075344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4075408.250000 Penalty: 5072.673340
	Iteration 30Q: 3 clusters Score -4075408 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4075496.500000 Penalty: 5072.673340
	Iteration 31Q: 3 clusters Score -4075496 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4075574.000000 Penalty: 5072.673340
	Iteration 32Q: 3 clusters Score -4075574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4075631.000000 Penalty: 5072.673340
	Iteration 33Q: 3 clusters Score -4075631 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4075679.750000 Penalty: 5072.673340
	Iteration 34Q: 3 clusters Score -4075680 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4075728.250000 Penalty: 5072.673340
	Iteration 35Q: 3 clusters Score -4075728 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4075778.000000 Penalty: 5072.673340
	Iteration 36Q: 3 clusters Score -4075778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4075816.000000 Penalty: 5072.673340
	Iteration 37Q: 3 clusters Score -4075816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4075872.750000 Penalty: 5072.673340
	Iteration 38Q: 3 clusters Score -4075873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4075905.500000 Penalty: 5072.673340
	Iteration 39Q: 3 clusters Score -4075906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4075941.500000 Penalty: 5072.673340
	Iteration 40F: 3 clusters Score -4075942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4075984.500000 Penalty: 5072.673340
	Iteration 41Q: 3 clusters Score -4075984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4076010.250000 Penalty: 5072.673340
	Iteration 42Q: 3 clusters Score -4076010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4076032.750000 Penalty: 5072.673340
	Iteration 43Q: 3 clusters Score -4076033 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4076056.000000 Penalty: 5072.673340
	Iteration 44Q: 3 clusters Score -4076056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4076065.250000 Penalty: 5072.673340
	Iteration 45Q: 3 clusters Score -4076065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4076087.500000 Penalty: 5072.673340
	Iteration 46Q: 3 clusters Score -4076088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4076114.500000 Penalty: 5072.673340
	Iteration 47Q: 3 clusters Score -4076114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4076139.250000 Penalty: 5072.673340
	Iteration 48Q: 3 clusters Score -4076139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4076152.250000 Penalty: 5072.673340
	Iteration 49Q: 3 clusters Score -4076152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4076166.000000 Penalty: 5072.673340
	Iteration 50Q: 3 clusters Score -4076166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4076180.750000 Penalty: 5072.673340
	Iteration 51Q: 3 clusters Score -4076181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4076198.000000 Penalty: 5072.673340
	Iteration 52Q: 3 clusters Score -4076198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4076215.750000 Penalty: 5072.673340
	Iteration 53Q: 3 clusters Score -4076216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4076226.250000 Penalty: 5072.673340
	Iteration 54Q: 3 clusters Score -4076226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4076229.000000 Penalty: 5072.673340
	Iteration 55Q: 3 clusters Score -4076229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4076250.500000 Penalty: 5072.673340
	Iteration 56Q: 3 clusters Score -4076250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4076257.500000 Penalty: 5072.673340
	Iteration 57Q: 3 clusters Score -4076258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4076269.500000 Penalty: 5072.673340
	Iteration 58Q: 3 clusters Score -4076270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4076274.000000 Penalty: 5072.673340
	Iteration 59Q: 3 clusters Score -4076274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4076284.250000 Penalty: 5072.673340
	Iteration 60F: 3 clusters Score -4076284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4076286.000000 Penalty: 5072.673340
	Iteration 61Q: 3 clusters Score -4076286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4076301.750000 Penalty: 5072.673340
	Iteration 62Q: 3 clusters Score -4076302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4076325.750000 Penalty: 5072.673340
	Iteration 63Q: 3 clusters Score -4076326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4076336.750000 Penalty: 5072.673340
	Iteration 64Q: 3 clusters Score -4076337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4076348.000000 Penalty: 5072.673340
	Iteration 65Q: 3 clusters Score -4076348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4076364.500000 Penalty: 5072.673340
	Iteration 66Q: 3 clusters Score -4076364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4076375.000000 Penalty: 5072.673340
	Iteration 67Q: 3 clusters Score -4076375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4076383.250000 Penalty: 5072.673340
	Iteration 68Q: 3 clusters Score -4076383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4076395.750000 Penalty: 5072.673340
	Iteration 69Q: 3 clusters Score -4076396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4076407.250000 Penalty: 5072.673340
	Iteration 70Q: 3 clusters Score -4076407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4076426.250000 Penalty: 5072.673340
	Iteration 71Q: 3 clusters Score -4076426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4076456.000000 Penalty: 5072.673340
	Iteration 72Q: 3 clusters Score -4076456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4076466.000000 Penalty: 5072.673340
	Iteration 73Q: 3 clusters Score -4076466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4076472.250000 Penalty: 5072.673340
	Iteration 74Q: 3 clusters Score -4076472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4076478.750000 Penalty: 5072.673340
	Iteration 75Q: 3 clusters Score -4076479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4076487.750000 Penalty: 5072.673340
	Iteration 76Q: 3 clusters Score -4076488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4076487.750000 Penalty: 5072.673340
	Iteration 77Q: 3 clusters Score -4076488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4076488.500000 Penalty: 5072.673340
	Iteration 78Q: 3 clusters Score -4076488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4076488.000000 Penalty: 5072.673340
	Iteration 79Q: 3 clusters Score -4076488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4076494.000000 Penalty: 5072.673340
	Iteration 80F: 3 clusters Score -4076494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4076495.000000 Penalty: 5072.673340
	Iteration 81Q: 3 clusters Score -4076495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4076498.750000 Penalty: 5072.673340
	Iteration 82Q: 3 clusters Score -4076499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4076500.750000 Penalty: 5072.673340
	Iteration 83Q: 3 clusters Score -4076501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4076500.750000 Penalty: 5072.673340
	Iteration 84F: 3 clusters Score -4076501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -147154.031250 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -147154 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 478 members 
Entering Unmasked Estep 
Score: -145276.359375 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -145276.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145588.078125 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -145588.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145771.078125 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -145771.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146131.765625 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -146131.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146350.687500 Penalty: 3414.197266
	Iteration 4F: 3 clusters Score -146350.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -146474.750000 Penalty: 3414.197266
	Iteration 5F: 3 clusters Score -146474.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146571.234375 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -146571.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146645.953125 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -146646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146698.734375 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -146698.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146739.000000 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -146739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146779.375000 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -146779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146808.218750 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -146808.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146834.546875 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -146834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146856.390625 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -146856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146870.281250 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -146870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146883.250000 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -146883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146887.718750 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -146887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146891.359375 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -146891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146898.609375 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -146898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146900.515625 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -146900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146900.671875 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -146900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146911.328125 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -146911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146917.171875 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -146917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146924.796875 Penalty: 3414.197266
	Iteration 23Q: 3 clusters Score -146924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146929.234375 Penalty: 3414.197266
	Iteration 24Q: 3 clusters Score -146929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146930.796875 Penalty: 3414.197266
	Iteration 25Q: 3 clusters Score -146930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146930.796875 Penalty: 3414.197266
	Iteration 26F: 3 clusters Score -146930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -55038.929688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -55038.93 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 215 members 
Entering Unmasked Estep 
Score: -53681.925781 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -53681.93 nChanged 83
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: -53873.675781 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -53873.68 nChanged 22
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: -53945.988281 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -53945.99 nChanged 19
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: -54006.398438 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -54006.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54115.718750 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -54115.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54179.332031 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -54179.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54233.417969 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -54233.42 nChanged 8
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: -54302.675781 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -54302.68 nChanged 4
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: -54323.203125 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -54323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54353.769531 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -54353.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54375.660156 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -54375.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54393.453125 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -54393.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54399.421875 Penalty: 3003.001953
	Iteration 12Q: 3 clusters Score -54399.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54403.097656 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -54403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54410.523438 Penalty: 3003.001953
	Iteration 14Q: 3 clusters Score -54410.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54411.996094 Penalty: 3003.001953
	Iteration 15Q: 3 clusters Score -54412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54414.742188 Penalty: 3003.001953
	Iteration 16Q: 3 clusters Score -54414.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54415.078125 Penalty: 3003.001953
	Iteration 17F: 3 clusters Score -54415.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54420.546875 Penalty: 3003.001953
	Iteration 18Q: 3 clusters Score -54420.55 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: -54424.207031 Penalty: 3003.001953
	Iteration 19Q: 3 clusters Score -54424.21 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: -54424.207031 Penalty: 3003.001953
	Iteration 20F: 3 clusters Score -54424.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -206456.125000 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -206456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -204215.890625 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -204215.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -204608.593750 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -204608.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204722.734375 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -204722.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -204792.000000 Penalty: 3618.011230
	Iteration 3Q: 3 clusters Score -204792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204846.671875 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -204846.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -204885.234375 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -204885.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204924.984375 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -204925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -204953.046875 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -204953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204966.781250 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -204966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204975.453125 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -204975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -204980.156250 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -204980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204982.281250 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -204982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -204984.515625 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -204984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -204987.625000 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -204987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -204989.125000 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -204989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -204989.500000 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -204989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204989.984375 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -204990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -204990.468750 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -204990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204992.906250 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -204992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204996.812500 Penalty: 3618.011230
	Iteration 19Q: 3 clusters Score -204996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -204997.921875 Penalty: 3618.011230
	Iteration 20F: 3 clusters Score -204997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -205000.640625 Penalty: 3618.011230
	Iteration 21Q: 3 clusters Score -205000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -205006.078125 Penalty: 3618.011230
	Iteration 22Q: 3 clusters Score -205006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -205010.468750 Penalty: 3618.011230
	Iteration 23Q: 3 clusters Score -205010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -205011.890625 Penalty: 3618.011230
	Iteration 24Q: 3 clusters Score -205011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -205014.515625 Penalty: 3618.011230
	Iteration 25Q: 3 clusters Score -205014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -205017.640625 Penalty: 3618.011230
	Iteration 26Q: 3 clusters Score -205017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -205020.125000 Penalty: 3618.011230
	Iteration 27Q: 3 clusters Score -205020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -205020.812500 Penalty: 3618.011230
	Iteration 28Q: 3 clusters Score -205020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -205021.500000 Penalty: 3618.011230
	Iteration 29Q: 3 clusters Score -205021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -205021.500000 Penalty: 3618.011230
	Iteration 30F: 3 clusters Score -205021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -1186807.000000 Penalty: 2231.108398
	Iteration 0F: 2 clusters Score -1186807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1180354.250000 Penalty: 4462.216797
	Iteration 0F: 3 clusters Score -1180354 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1182252.000000 Penalty: 4462.216797
	Iteration 1F: 3 clusters Score -1182252 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1182619.250000 Penalty: 4462.216797
	Iteration 2F: 3 clusters Score -1182619 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1182900.125000 Penalty: 4462.216797
	Iteration 3F: 3 clusters Score -1182900 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1183116.500000 Penalty: 4462.216797
	Iteration 4Q: 3 clusters Score -1183116 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1183318.000000 Penalty: 4462.216797
	Iteration 5Q: 3 clusters Score -1183318 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1183497.000000 Penalty: 4462.216797
	Iteration 6Q: 3 clusters Score -1183497 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1183682.000000 Penalty: 4462.216797
	Iteration 7Q: 3 clusters Score -1183682 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1183877.500000 Penalty: 4462.216797
	Iteration 8Q: 3 clusters Score -1183878 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1184101.625000 Penalty: 4462.216797
	Iteration 9Q: 3 clusters Score -1184102 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1184313.375000 Penalty: 4462.216797
	Iteration 10Q: 3 clusters Score -1184313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1184504.000000 Penalty: 4462.216797
	Iteration 11Q: 3 clusters Score -1184504 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1184691.375000 Penalty: 4462.216797
	Iteration 12Q: 3 clusters Score -1184691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1184872.500000 Penalty: 4462.216797
	Iteration 13Q: 3 clusters Score -1184872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1185064.625000 Penalty: 4462.216797
	Iteration 14Q: 3 clusters Score -1185065 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1185249.250000 Penalty: 4462.216797
	Iteration 15Q: 3 clusters Score -1185249 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1185398.750000 Penalty: 4462.216797
	Iteration 16Q: 3 clusters Score -1185399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1185503.125000 Penalty: 4462.216797
	Iteration 17Q: 3 clusters Score -1185503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1185580.000000 Penalty: 4462.216797
	Iteration 18Q: 3 clusters Score -1185580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1185639.375000 Penalty: 4462.216797
	Iteration 19Q: 3 clusters Score -1185639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1185678.125000 Penalty: 4462.216797
	Iteration 20F: 3 clusters Score -1185678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1185697.625000 Penalty: 4462.216797
	Iteration 21Q: 3 clusters Score -1185698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1185712.250000 Penalty: 4462.216797
	Iteration 22Q: 3 clusters Score -1185712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1185723.750000 Penalty: 4462.216797
	Iteration 23Q: 3 clusters Score -1185724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1185735.125000 Penalty: 4462.216797
	Iteration 24Q: 3 clusters Score -1185735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1185738.375000 Penalty: 4462.216797
	Iteration 25Q: 3 clusters Score -1185738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1185740.500000 Penalty: 4462.216797
	Iteration 26Q: 3 clusters Score -1185740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1185744.250000 Penalty: 4462.216797
	Iteration 27Q: 3 clusters Score -1185744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1185746.875000 Penalty: 4462.216797
	Iteration 28Q: 3 clusters Score -1185747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1185748.625000 Penalty: 4462.216797
	Iteration 29Q: 3 clusters Score -1185749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1185751.625000 Penalty: 4462.216797
	Iteration 30Q: 3 clusters Score -1185752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1185751.750000 Penalty: 4462.216797
	Iteration 31Q: 3 clusters Score -1185752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1185752.250000 Penalty: 4462.216797
	Iteration 32Q: 3 clusters Score -1185752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1185750.500000 Penalty: 4462.216797
	Iteration 33Q: 3 clusters Score -1185750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1185752.500000 Penalty: 4462.216797
	Iteration 34Q: 3 clusters Score -1185752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1185751.125000 Penalty: 4462.216797
	Iteration 35Q: 3 clusters Score -1185751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1185751.125000 Penalty: 4462.216797
	Iteration 36F: 3 clusters Score -1185751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63536 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12424 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6460 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 10036 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38665 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10478 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27644 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1472 members 
Mstep: Class 45 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394816.000000 Penalty: 151630.234375
Iteration 159Q: 46 clusters Score -1.203948e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 103921 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12422 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 120370 members 
Mstep: Class 19 contains 6462 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10292 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18812 members 
Mstep: Class 25 contains 10652 members 
Mstep: Class 26 contains 10042 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8051 members 
Mstep: Class 32 contains 45482 members 
Mstep: Class 33 contains 38664 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16393 members 
Mstep: Class 36 contains 5795 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10477 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27646 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394808.000000 Penalty: 151630.234375
Iteration 160F: 46 clusters Score -1.203948e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63533 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6238 members 
Mstep: Class 6 contains 103920 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12420 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33065 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120366 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18812 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 10041 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65323 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45480 members 
Mstep: Class 33 contains 38661 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16392 members 
Mstep: Class 36 contains 5797 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27652 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394816.000000 Penalty: 151630.234375
Iteration 161Q: 46 clusters Score -1.203948e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 103919 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12416 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33065 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 120369 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10292 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18812 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 10034 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65324 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8053 members 
Mstep: Class 32 contains 45480 members 
Mstep: Class 33 contains 38659 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16390 members 
Mstep: Class 36 contains 5798 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10474 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 27654 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1473 members 
Mstep: Class 45 contains 8076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394744.000000 Penalty: 151630.234375
Iteration 162Q: 46 clusters Score -1.203947e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 103920 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12412 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12491 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 120371 members 
Mstep: Class 19 contains 6473 members 
Mstep: Class 20 contains 56663 members 
Mstep: Class 21 contains 10291 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18811 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45479 members 
Mstep: Class 33 contains 38656 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16389 members 
Mstep: Class 36 contains 5798 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10477 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27659 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394768.000000 Penalty: 151630.234375
Iteration 163Q: 46 clusters Score -1.203948e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21410 members 
Mstep: Class 3 contains 63531 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103920 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12408 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120369 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 56664 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18810 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 10039 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45478 members 
Mstep: Class 33 contains 38655 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16387 members 
Mstep: Class 36 contains 5799 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27661 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394736.000000 Penalty: 151630.234375
Iteration 164Q: 46 clusters Score -1.203947e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 21410 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103919 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12406 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19707 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6240 members 
Mstep: Class 18 contains 120368 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10287 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18810 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 10044 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65324 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 45477 members 
Mstep: Class 33 contains 38651 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5801 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10474 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27668 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394744.000000 Penalty: 151630.234375
Iteration 165Q: 46 clusters Score -1.203947e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21409 members 
Mstep: Class 3 contains 63533 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103918 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12403 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19707 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33061 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 120366 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10286 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18811 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 10041 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8053 members 
Mstep: Class 32 contains 45476 members 
Mstep: Class 33 contains 38651 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16384 members 
Mstep: Class 36 contains 5803 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27672 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394768.000000 Penalty: 151630.234375
Iteration 166Q: 46 clusters Score -1.203948e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21410 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103918 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12399 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19707 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33058 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 120364 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 56665 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 7727 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18810 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10042 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8054 members 
Mstep: Class 32 contains 45475 members 
Mstep: Class 33 contains 38651 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5804 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27674 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394760.000000 Penalty: 151630.234375
Iteration 167Q: 46 clusters Score -1.203948e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21410 members 
Mstep: Class 3 contains 63530 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103916 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12396 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19705 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12495 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33054 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6242 members 
Mstep: Class 18 contains 120362 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10287 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18810 members 
Mstep: Class 25 contains 10646 members 
Mstep: Class 26 contains 10044 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65325 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45473 members 
Mstep: Class 33 contains 38651 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16389 members 
Mstep: Class 36 contains 5806 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10474 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27678 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394776.000000 Penalty: 151630.234375
Iteration 168Q: 46 clusters Score -1.203948e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12391 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19704 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33050 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120360 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10287 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65327 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45472 members 
Mstep: Class 33 contains 38649 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16388 members 
Mstep: Class 36 contains 5807 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 27683 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394736.000000 Penalty: 151630.234375
Iteration 169Q: 46 clusters Score -1.203947e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12383 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33050 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120351 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10290 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10050 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65327 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45471 members 
Mstep: Class 33 contains 38648 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5811 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 27692 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394680.000000 Penalty: 151630.234375
Iteration 170Q: 46 clusters Score -1.203947e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 63533 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103913 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12498 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120348 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10053 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65327 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45467 members 
Mstep: Class 33 contains 38647 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5809 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27698 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394680.000000 Penalty: 151630.234375
Iteration 171Q: 46 clusters Score -1.203947e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103913 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12376 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12498 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120347 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10053 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65328 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45469 members 
Mstep: Class 33 contains 38646 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27697 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394664.000000 Penalty: 151630.234375
Iteration 172Q: 46 clusters Score -1.203947e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103913 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12373 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120345 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18809 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10052 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 45467 members 
Mstep: Class 33 contains 38645 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5811 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10472 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27701 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394632.000000 Penalty: 151630.234375
Iteration 173Q: 46 clusters Score -1.203946e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63532 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12370 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120343 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7725 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 10647 members 
Mstep: Class 26 contains 10053 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45465 members 
Mstep: Class 33 contains 38644 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27708 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394632.000000 Penalty: 151630.234375
Iteration 174Q: 46 clusters Score -1.203946e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12368 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120344 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10646 members 
Mstep: Class 26 contains 10055 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45465 members 
Mstep: Class 33 contains 38643 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10474 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27710 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394592.000000 Penalty: 151630.234375
Iteration 175Q: 46 clusters Score -1.203946e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63534 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120342 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10055 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65329 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38642 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27715 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394592.000000 Penalty: 151630.234375
Iteration 176Q: 46 clusters Score -1.203946e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103914 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12361 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120340 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10644 members 
Mstep: Class 26 contains 10057 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65330 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45465 members 
Mstep: Class 33 contains 38641 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27718 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394600.000000 Penalty: 151630.234375
Iteration 177Q: 46 clusters Score -1.203946e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12359 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120340 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56668 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10643 members 
Mstep: Class 26 contains 10057 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65332 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38640 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5809 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27719 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394648.000000 Penalty: 151630.234375
Iteration 178Q: 46 clusters Score -1.203946e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12356 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120338 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10644 members 
Mstep: Class 26 contains 10060 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65333 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38638 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16386 members 
Mstep: Class 36 contains 5810 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10475 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27723 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394608.000000 Penalty: 151630.234375
Iteration 179Q: 46 clusters Score -1.203946e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12350 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 12491 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120340 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10061 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65336 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45462 members 
Mstep: Class 33 contains 38636 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16387 members 
Mstep: Class 36 contains 5811 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27725 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394608.000000 Penalty: 151630.234375
Iteration 180F: 46 clusters Score -1.203946e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12348 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19702 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120339 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10063 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65337 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45462 members 
Mstep: Class 33 contains 38636 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16385 members 
Mstep: Class 36 contains 5812 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10477 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27727 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394568.000000 Penalty: 151630.234375
Iteration 181Q: 46 clusters Score -1.203946e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19701 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120339 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10065 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65337 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45463 members 
Mstep: Class 33 contains 38636 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16384 members 
Mstep: Class 36 contains 5814 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10477 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27728 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394640.000000 Penalty: 151630.234375
Iteration 182Q: 46 clusters Score -1.203946e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12346 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120338 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10065 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65337 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38635 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27729 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394656.000000 Penalty: 151630.234375
Iteration 183Q: 46 clusters Score -1.203947e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120337 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18807 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10067 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38634 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27729 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394608.000000 Penalty: 151630.234375
Iteration 184Q: 46 clusters Score -1.203946e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10300 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38633 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27730 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394632.000000 Penalty: 151630.234375
Iteration 185Q: 46 clusters Score -1.203946e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38631 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27731 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394624.000000 Penalty: 151630.234375
Iteration 186Q: 46 clusters Score -1.203946e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394624.000000 Penalty: 151630.234375
Iteration 187Q: 46 clusters Score -1.203946e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394624.000000 Penalty: 151630.234375
Iteration 188F: 46 clusters Score -1.203946e+08 nChanged 0
Entering ConstructFrom: 
Score: -120394624.000000 Penalty: 151630.234375
Entering ConstructFrom: 
Trying to split cluster 1 (14639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Entering Unmasked Estep 
Score: -2296304.000000 Penalty: 2378.678223
	Iteration 0F: 2 clusters Score -2296304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2285694.750000 Penalty: 4757.356445
	Iteration 0F: 3 clusters Score -2285695 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2289211.500000 Penalty: 4757.356445
	Iteration 1F: 3 clusters Score -2289212 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2289966.000000 Penalty: 4757.356445
	Iteration 2F: 3 clusters Score -2289966 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2290895.500000 Penalty: 4757.356445
	Iteration 3F: 3 clusters Score -2290896 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2291927.500000 Penalty: 4757.356445
	Iteration 4F: 3 clusters Score -2291928 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2292860.750000 Penalty: 4757.356445
	Iteration 5F: 3 clusters Score -2292861 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2293450.250000 Penalty: 4757.356445
	Iteration 6F: 3 clusters Score -2293450 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2293816.250000 Penalty: 4757.356445
	Iteration 7Q: 3 clusters Score -2293816 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2294029.500000 Penalty: 4757.356445
	Iteration 8Q: 3 clusters Score -2294030 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2294153.250000 Penalty: 4757.356445
	Iteration 9Q: 3 clusters Score -2294153 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2294233.500000 Penalty: 4757.356445
	Iteration 10Q: 3 clusters Score -2294234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2294296.000000 Penalty: 4757.356445
	Iteration 11Q: 3 clusters Score -2294296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2294341.750000 Penalty: 4757.356445
	Iteration 12Q: 3 clusters Score -2294342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2294389.500000 Penalty: 4757.356445
	Iteration 13Q: 3 clusters Score -2294390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2294419.500000 Penalty: 4757.356445
	Iteration 14Q: 3 clusters Score -2294420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2294434.500000 Penalty: 4757.356445
	Iteration 15Q: 3 clusters Score -2294434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2294455.500000 Penalty: 4757.356445
	Iteration 16Q: 3 clusters Score -2294456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2294467.000000 Penalty: 4757.356445
	Iteration 17Q: 3 clusters Score -2294467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2294480.750000 Penalty: 4757.356445
	Iteration 18Q: 3 clusters Score -2294481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2294487.000000 Penalty: 4757.356445
	Iteration 19Q: 3 clusters Score -2294487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2294495.000000 Penalty: 4757.356445
	Iteration 20F: 3 clusters Score -2294495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2294499.000000 Penalty: 4757.356445
	Iteration 21Q: 3 clusters Score -2294499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2294516.750000 Penalty: 4757.356445
	Iteration 22Q: 3 clusters Score -2294517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2294532.000000 Penalty: 4757.356445
	Iteration 23Q: 3 clusters Score -2294532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2294546.000000 Penalty: 4757.356445
	Iteration 24Q: 3 clusters Score -2294546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2294559.000000 Penalty: 4757.356445
	Iteration 25Q: 3 clusters Score -2294559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2294569.750000 Penalty: 4757.356445
	Iteration 26Q: 3 clusters Score -2294570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2294577.250000 Penalty: 4757.356445
	Iteration 27Q: 3 clusters Score -2294577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2294582.000000 Penalty: 4757.356445
	Iteration 28Q: 3 clusters Score -2294582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2294584.250000 Penalty: 4757.356445
	Iteration 29Q: 3 clusters Score -2294584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2294593.500000 Penalty: 4757.356445
	Iteration 30Q: 3 clusters Score -2294594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2294599.000000 Penalty: 4757.356445
	Iteration 31Q: 3 clusters Score -2294599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2294603.000000 Penalty: 4757.356445
	Iteration 32Q: 3 clusters Score -2294603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2294603.250000 Penalty: 4757.356445
	Iteration 33Q: 3 clusters Score -2294603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2294605.500000 Penalty: 4757.356445
	Iteration 34Q: 3 clusters Score -2294606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2294608.500000 Penalty: 4757.356445
	Iteration 35Q: 3 clusters Score -2294608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2294609.250000 Penalty: 4757.356445
	Iteration 36Q: 3 clusters Score -2294609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2294608.000000 Penalty: 4757.356445
	Iteration 37Q: 3 clusters Score -2294608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2294610.750000 Penalty: 4757.356445
	Iteration 38Q: 3 clusters Score -2294611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2294609.000000 Penalty: 4757.356445
	Iteration 39Q: 3 clusters Score -2294609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2294613.500000 Penalty: 4757.356445
	Iteration 40F: 3 clusters Score -2294614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2294614.000000 Penalty: 4757.356445
	Iteration 41Q: 3 clusters Score -2294614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2294619.250000 Penalty: 4757.356445
	Iteration 42Q: 3 clusters Score -2294619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2294625.000000 Penalty: 4757.356445
	Iteration 43Q: 3 clusters Score -2294625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2294628.750000 Penalty: 4757.356445
	Iteration 44Q: 3 clusters Score -2294629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2294628.750000 Penalty: 4757.356445
	Iteration 45Q: 3 clusters Score -2294629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2294630.500000 Penalty: 4757.356445
	Iteration 46Q: 3 clusters Score -2294630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2294632.500000 Penalty: 4757.356445
	Iteration 47Q: 3 clusters Score -2294632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2294631.500000 Penalty: 4757.356445
	Iteration 48Q: 3 clusters Score -2294632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2294636.500000 Penalty: 4757.356445
	Iteration 49Q: 3 clusters Score -2294636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2294637.750000 Penalty: 4757.356445
	Iteration 50Q: 3 clusters Score -2294638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2294637.500000 Penalty: 4757.356445
	Iteration 51Q: 3 clusters Score -2294638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2294636.250000 Penalty: 4757.356445
	Iteration 52Q: 3 clusters Score -2294636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2294640.750000 Penalty: 4757.356445
	Iteration 53Q: 3 clusters Score -2294641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2294646.000000 Penalty: 4757.356445
	Iteration 54Q: 3 clusters Score -2294646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2294648.750000 Penalty: 4757.356445
	Iteration 55Q: 3 clusters Score -2294649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2294653.750000 Penalty: 4757.356445
	Iteration 56Q: 3 clusters Score -2294654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2294655.500000 Penalty: 4757.356445
	Iteration 57Q: 3 clusters Score -2294656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2294660.500000 Penalty: 4757.356445
	Iteration 58Q: 3 clusters Score -2294660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2294666.750000 Penalty: 4757.356445
	Iteration 59Q: 3 clusters Score -2294667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2294673.250000 Penalty: 4757.356445
	Iteration 60F: 3 clusters Score -2294673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2294670.500000 Penalty: 4757.356445
	Iteration 61Q: 3 clusters Score -2294670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2294676.500000 Penalty: 4757.356445
	Iteration 62Q: 3 clusters Score -2294676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2294680.500000 Penalty: 4757.356445
	Iteration 63Q: 3 clusters Score -2294680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2294678.000000 Penalty: 4757.356445
	Iteration 64Q: 3 clusters Score -2294678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2294683.750000 Penalty: 4757.356445
	Iteration 65Q: 3 clusters Score -2294684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2294682.250000 Penalty: 4757.356445
	Iteration 66Q: 3 clusters Score -2294682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2294685.750000 Penalty: 4757.356445
	Iteration 67Q: 3 clusters Score -2294686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2294682.250000 Penalty: 4757.356445
	Iteration 68Q: 3 clusters Score -2294682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2294686.250000 Penalty: 4757.356445
	Iteration 69Q: 3 clusters Score -2294686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2294689.250000 Penalty: 4757.356445
	Iteration 70Q: 3 clusters Score -2294689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2294695.750000 Penalty: 4757.356445
	Iteration 71Q: 3 clusters Score -2294696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2294693.500000 Penalty: 4757.356445
	Iteration 72Q: 3 clusters Score -2294694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2294690.250000 Penalty: 4757.356445
	Iteration 73Q: 3 clusters Score -2294690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2294693.500000 Penalty: 4757.356445
	Iteration 74Q: 3 clusters Score -2294694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2294694.750000 Penalty: 4757.356445
	Iteration 75Q: 3 clusters Score -2294695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2294695.250000 Penalty: 4757.356445
	Iteration 76Q: 3 clusters Score -2294695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2294697.500000 Penalty: 4757.356445
	Iteration 77Q: 3 clusters Score -2294698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2294696.000000 Penalty: 4757.356445
	Iteration 78Q: 3 clusters Score -2294696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2294696.000000 Penalty: 4757.356445
	Iteration 79F: 3 clusters Score -2294696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Entering Unmasked Estep 
Score: -3330063.500000 Penalty: 2472.983154
	Iteration 0F: 2 clusters Score -3330064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3315093.250000 Penalty: 4945.966309
	Iteration 0F: 3 clusters Score -3315093 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3320368.500000 Penalty: 4945.966309
	Iteration 1F: 3 clusters Score -3320368 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3320873.000000 Penalty: 4945.966309
	Iteration 2F: 3 clusters Score -3320873 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3321392.000000 Penalty: 4945.966309
	Iteration 3Q: 3 clusters Score -3321392 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3322054.000000 Penalty: 4945.966309
	Iteration 4F: 3 clusters Score -3322054 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3322765.750000 Penalty: 4945.966309
	Iteration 5F: 3 clusters Score -3322766 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3323390.000000 Penalty: 4945.966309
	Iteration 6Q: 3 clusters Score -3323390 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3323926.750000 Penalty: 4945.966309
	Iteration 7Q: 3 clusters Score -3323927 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3324397.000000 Penalty: 4945.966309
	Iteration 8Q: 3 clusters Score -3324397 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3324836.250000 Penalty: 4945.966309
	Iteration 9Q: 3 clusters Score -3324836 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3325185.500000 Penalty: 4945.966309
	Iteration 10Q: 3 clusters Score -3325186 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3325461.750000 Penalty: 4945.966309
	Iteration 11Q: 3 clusters Score -3325462 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3325664.750000 Penalty: 4945.966309
	Iteration 12Q: 3 clusters Score -3325665 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3325837.250000 Penalty: 4945.966309
	Iteration 13Q: 3 clusters Score -3325837 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3326035.500000 Penalty: 4945.966309
	Iteration 14Q: 3 clusters Score -3326036 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3326274.250000 Penalty: 4945.966309
	Iteration 15Q: 3 clusters Score -3326274 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3326522.250000 Penalty: 4945.966309
	Iteration 16Q: 3 clusters Score -3326522 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3326808.000000 Penalty: 4945.966309
	Iteration 17Q: 3 clusters Score -3326808 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3327074.250000 Penalty: 4945.966309
	Iteration 18Q: 3 clusters Score -3327074 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3327362.250000 Penalty: 4945.966309
	Iteration 19Q: 3 clusters Score -3327362 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3327714.750000 Penalty: 4945.966309
	Iteration 20F: 3 clusters Score -3327715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3328028.000000 Penalty: 4945.966309
	Iteration 21Q: 3 clusters Score -3328028 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3328299.250000 Penalty: 4945.966309
	Iteration 22Q: 3 clusters Score -3328299 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3328535.500000 Penalty: 4945.966309
	Iteration 23Q: 3 clusters Score -3328536 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3328743.250000 Penalty: 4945.966309
	Iteration 24Q: 3 clusters Score -3328743 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3328894.250000 Penalty: 4945.966309
	Iteration 25Q: 3 clusters Score -3328894 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3329014.750000 Penalty: 4945.966309
	Iteration 26Q: 3 clusters Score -3329015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3329076.750000 Penalty: 4945.966309
	Iteration 27Q: 3 clusters Score -3329077 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3329159.000000 Penalty: 4945.966309
	Iteration 28Q: 3 clusters Score -3329159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3329216.250000 Penalty: 4945.966309
	Iteration 29Q: 3 clusters Score -3329216 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3329262.250000 Penalty: 4945.966309
	Iteration 30Q: 3 clusters Score -3329262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3329305.000000 Penalty: 4945.966309
	Iteration 31Q: 3 clusters Score -3329305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3329312.000000 Penalty: 4945.966309
	Iteration 32Q: 3 clusters Score -3329312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3329324.250000 Penalty: 4945.966309
	Iteration 33Q: 3 clusters Score -3329324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3329334.250000 Penalty: 4945.966309
	Iteration 34Q: 3 clusters Score -3329334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3329338.250000 Penalty: 4945.966309
	Iteration 35Q: 3 clusters Score -3329338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3329342.250000 Penalty: 4945.966309
	Iteration 36Q: 3 clusters Score -3329342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3329346.500000 Penalty: 4945.966309
	Iteration 37Q: 3 clusters Score -3329346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3329350.500000 Penalty: 4945.966309
	Iteration 38Q: 3 clusters Score -3329350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3329347.500000 Penalty: 4945.966309
	Iteration 39Q: 3 clusters Score -3329348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3329348.000000 Penalty: 4945.966309
	Iteration 40F: 3 clusters Score -3329348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3329345.250000 Penalty: 4945.966309
	Iteration 41Q: 3 clusters Score -3329345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3329348.000000 Penalty: 4945.966309
	Iteration 42Q: 3 clusters Score -3329348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3329352.750000 Penalty: 4945.966309
	Iteration 43Q: 3 clusters Score -3329353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3329351.750000 Penalty: 4945.966309
	Iteration 44Q: 3 clusters Score -3329352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3329350.250000 Penalty: 4945.966309
	Iteration 45Q: 3 clusters Score -3329350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3329354.750000 Penalty: 4945.966309
	Iteration 46Q: 3 clusters Score -3329355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3329358.750000 Penalty: 4945.966309
	Iteration 47Q: 3 clusters Score -3329359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3329358.000000 Penalty: 4945.966309
	Iteration 48Q: 3 clusters Score -3329358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3329358.000000 Penalty: 4945.966309
	Iteration 49F: 3 clusters Score -3329358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Entering Unmasked Estep 
Score: -9822935.000000 Penalty: 2742.717773
	Iteration 0F: 2 clusters Score -9822935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -9780156.000000 Penalty: 5485.435547
	Iteration 0F: 3 clusters Score -9780156 nChanged 29683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -9797114.000000 Penalty: 5485.435547
	Iteration 1F: 3 clusters Score -9797114 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -9797933.000000 Penalty: 5485.435547
	Iteration 2Q: 3 clusters Score -9797933 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -9798746.000000 Penalty: 5485.435547
	Iteration 3Q: 3 clusters Score -9798746 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -9799718.000000 Penalty: 5485.435547
	Iteration 4Q: 3 clusters Score -9799718 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -9800796.000000 Penalty: 5485.435547
	Iteration 5Q: 3 clusters Score -9800796 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -9802010.000000 Penalty: 5485.435547
	Iteration 6Q: 3 clusters Score -9802010 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -9803374.000000 Penalty: 5485.435547
	Iteration 7Q: 3 clusters Score -9803374 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9804844.000000 Penalty: 5485.435547
	Iteration 8Q: 3 clusters Score -9804844 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -9806715.000000 Penalty: 5485.435547
	Iteration 9Q: 3 clusters Score -9806715 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -9808847.000000 Penalty: 5485.435547
	Iteration 10F: 3 clusters Score -9808847 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9811121.000000 Penalty: 5485.435547
	Iteration 11F: 3 clusters Score -9811121 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -9813368.000000 Penalty: 5485.435547
	Iteration 12Q: 3 clusters Score -9813368 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -9815296.000000 Penalty: 5485.435547
	Iteration 13Q: 3 clusters Score -9815296 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -9816770.000000 Penalty: 5485.435547
	Iteration 14Q: 3 clusters Score -9816770 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -9817846.000000 Penalty: 5485.435547
	Iteration 15Q: 3 clusters Score -9817846 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -9818596.000000 Penalty: 5485.435547
	Iteration 16Q: 3 clusters Score -9818596 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -9819093.000000 Penalty: 5485.435547
	Iteration 17Q: 3 clusters Score -9819093 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -9819463.000000 Penalty: 5485.435547
	Iteration 18Q: 3 clusters Score -9819463 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -9819696.000000 Penalty: 5485.435547
	Iteration 19Q: 3 clusters Score -9819696 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -9819888.000000 Penalty: 5485.435547
	Iteration 20F: 3 clusters Score -9819888 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -9820064.000000 Penalty: 5485.435547
	Iteration 21Q: 3 clusters Score -9820064 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -9820183.000000 Penalty: 5485.435547
	Iteration 22Q: 3 clusters Score -9820183 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -9820260.000000 Penalty: 5485.435547
	Iteration 23Q: 3 clusters Score -9820260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -9820336.000000 Penalty: 5485.435547
	Iteration 24Q: 3 clusters Score -9820336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -9820402.000000 Penalty: 5485.435547
	Iteration 25Q: 3 clusters Score -9820402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -9820416.000000 Penalty: 5485.435547
	Iteration 26Q: 3 clusters Score -9820416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9820452.000000 Penalty: 5485.435547
	Iteration 27Q: 3 clusters Score -9820452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -9820487.000000 Penalty: 5485.435547
	Iteration 28Q: 3 clusters Score -9820487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9820507.000000 Penalty: 5485.435547
	Iteration 29Q: 3 clusters Score -9820507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -9820527.000000 Penalty: 5485.435547
	Iteration 30Q: 3 clusters Score -9820527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -9820548.000000 Penalty: 5485.435547
	Iteration 31Q: 3 clusters Score -9820548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -9820551.000000 Penalty: 5485.435547
	Iteration 32Q: 3 clusters Score -9820551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -9820563.000000 Penalty: 5485.435547
	Iteration 33Q: 3 clusters Score -9820563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -9820564.000000 Penalty: 5485.435547
	Iteration 34Q: 3 clusters Score -9820564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -9820571.000000 Penalty: 5485.435547
	Iteration 35Q: 3 clusters Score -9820571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -9820571.000000 Penalty: 5485.435547
	Iteration 36Q: 3 clusters Score -9820571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -9820575.000000 Penalty: 5485.435547
	Iteration 37Q: 3 clusters Score -9820575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -9820588.000000 Penalty: 5485.435547
	Iteration 38Q: 3 clusters Score -9820588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -9820596.000000 Penalty: 5485.435547
	Iteration 39Q: 3 clusters Score -9820596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -9820587.000000 Penalty: 5485.435547
	Iteration 40F: 3 clusters Score -9820587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -9820593.000000 Penalty: 5485.435547
	Iteration 41Q: 3 clusters Score -9820593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -9820612.000000 Penalty: 5485.435547
	Iteration 42Q: 3 clusters Score -9820612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -9820624.000000 Penalty: 5485.435547
	Iteration 43Q: 3 clusters Score -9820624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -9820618.000000 Penalty: 5485.435547
	Iteration 44Q: 3 clusters Score -9820618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -9820618.000000 Penalty: 5485.435547
	Iteration 45Q: 3 clusters Score -9820618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -9820627.000000 Penalty: 5485.435547
	Iteration 46Q: 3 clusters Score -9820627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -9820630.000000 Penalty: 5485.435547
	Iteration 47Q: 3 clusters Score -9820630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -9820637.000000 Penalty: 5485.435547
	Iteration 48Q: 3 clusters Score -9820637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -9820646.000000 Penalty: 5485.435547
	Iteration 49Q: 3 clusters Score -9820646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -9820635.000000 Penalty: 5485.435547
	Iteration 50Q: 3 clusters Score -9820635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -9820649.000000 Penalty: 5485.435547
	Iteration 51Q: 3 clusters Score -9820649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -9820648.000000 Penalty: 5485.435547
	Iteration 52Q: 3 clusters Score -9820648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -9820645.000000 Penalty: 5485.435547
	Iteration 53Q: 3 clusters Score -9820645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -9820652.000000 Penalty: 5485.435547
	Iteration 54Q: 3 clusters Score -9820652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -9820649.000000 Penalty: 5485.435547
	Iteration 55Q: 3 clusters Score -9820649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -9820645.000000 Penalty: 5485.435547
	Iteration 56Q: 3 clusters Score -9820645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -9820642.000000 Penalty: 5485.435547
	Iteration 57Q: 3 clusters Score -9820642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -9820647.000000 Penalty: 5485.435547
	Iteration 58Q: 3 clusters Score -9820647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9820642.000000 Penalty: 5485.435547
	Iteration 59Q: 3 clusters Score -9820642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -9820643.000000 Penalty: 5485.435547
	Iteration 60F: 3 clusters Score -9820643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -565072.187500 Penalty: 2035.840942
	Iteration 0F: 2 clusters Score -565072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -561326.187500 Penalty: 4071.681885
	Iteration 0F: 3 clusters Score -561326.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562245.812500 Penalty: 4071.681885
	Iteration 1F: 3 clusters Score -562245.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -562456.187500 Penalty: 4071.681885
	Iteration 2F: 3 clusters Score -562456.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -562575.750000 Penalty: 4071.681885
	Iteration 3F: 3 clusters Score -562575.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -562637.437500 Penalty: 4071.681885
	Iteration 4Q: 3 clusters Score -562637.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -562679.375000 Penalty: 4071.681885
	Iteration 5Q: 3 clusters Score -562679.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -562717.062500 Penalty: 4071.681885
	Iteration 6Q: 3 clusters Score -562717.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -562749.312500 Penalty: 4071.681885
	Iteration 7Q: 3 clusters Score -562749.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -562777.812500 Penalty: 4071.681885
	Iteration 8Q: 3 clusters Score -562777.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -562816.875000 Penalty: 4071.681885
	Iteration 9Q: 3 clusters Score -562816.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -562857.937500 Penalty: 4071.681885
	Iteration 10Q: 3 clusters Score -562857.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -562896.500000 Penalty: 4071.681885
	Iteration 11Q: 3 clusters Score -562896.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -562934.875000 Penalty: 4071.681885
	Iteration 12Q: 3 clusters Score -562934.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -562972.312500 Penalty: 4071.681885
	Iteration 13Q: 3 clusters Score -562972.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -563012.562500 Penalty: 4071.681885
	Iteration 14Q: 3 clusters Score -563012.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -563045.125000 Penalty: 4071.681885
	Iteration 15Q: 3 clusters Score -563045.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -563075.062500 Penalty: 4071.681885
	Iteration 16Q: 3 clusters Score -563075.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -563113.062500 Penalty: 4071.681885
	Iteration 17Q: 3 clusters Score -563113.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -563155.562500 Penalty: 4071.681885
	Iteration 18Q: 3 clusters Score -563155.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -563193.187500 Penalty: 4071.681885
	Iteration 19Q: 3 clusters Score -563193.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -563227.937500 Penalty: 4071.681885
	Iteration 20F: 3 clusters Score -563227.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -563262.687500 Penalty: 4071.681885
	Iteration 21Q: 3 clusters Score -563262.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -563305.000000 Penalty: 4071.681885
	Iteration 22Q: 3 clusters Score -563305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563330.312500 Penalty: 4071.681885
	Iteration 23Q: 3 clusters Score -563330.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -563360.500000 Penalty: 4071.681885
	Iteration 24Q: 3 clusters Score -563360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563387.750000 Penalty: 4071.681885
	Iteration 25Q: 3 clusters Score -563387.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563408.125000 Penalty: 4071.681885
	Iteration 26Q: 3 clusters Score -563408.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -563427.250000 Penalty: 4071.681885
	Iteration 27Q: 3 clusters Score -563427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -563439.375000 Penalty: 4071.681885
	Iteration 28Q: 3 clusters Score -563439.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563453.437500 Penalty: 4071.681885
	Iteration 29Q: 3 clusters Score -563453.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563463.562500 Penalty: 4071.681885
	Iteration 30Q: 3 clusters Score -563463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -563472.562500 Penalty: 4071.681885
	Iteration 31Q: 3 clusters Score -563472.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -563480.125000 Penalty: 4071.681885
	Iteration 32Q: 3 clusters Score -563480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563484.312500 Penalty: 4071.681885
	Iteration 33Q: 3 clusters Score -563484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563486.687500 Penalty: 4071.681885
	Iteration 34Q: 3 clusters Score -563486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -563487.687500 Penalty: 4071.681885
	Iteration 35Q: 3 clusters Score -563487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563488.000000 Penalty: 4071.681885
	Iteration 36Q: 3 clusters Score -563488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563488.937500 Penalty: 4071.681885
	Iteration 37Q: 3 clusters Score -563488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -563491.062500 Penalty: 4071.681885
	Iteration 38Q: 3 clusters Score -563491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -563491.375000 Penalty: 4071.681885
	Iteration 39Q: 3 clusters Score -563491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -563492.187500 Penalty: 4071.681885
	Iteration 40F: 3 clusters Score -563492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -563492.437500 Penalty: 4071.681885
	Iteration 41Q: 3 clusters Score -563492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -563492.437500 Penalty: 4071.681885
	Iteration 42F: 3 clusters Score -563492.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -1031230.000000 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -1031230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1025938.062500 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -1025938 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1027198.312500 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -1027198 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1027371.062500 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -1027371 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1027478.812500 Penalty: 4333.776367
	Iteration 3Q: 3 clusters Score -1027479 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1027551.875000 Penalty: 4333.776367
	Iteration 4Q: 3 clusters Score -1027552 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1027612.687500 Penalty: 4333.776367
	Iteration 5Q: 3 clusters Score -1027613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1027659.000000 Penalty: 4333.776367
	Iteration 6Q: 3 clusters Score -1027659 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1027700.687500 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -1027701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1027733.500000 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -1027734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1027760.062500 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -1027760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1027780.625000 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -1027781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1027792.000000 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -1027792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1027806.937500 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -1027807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1027814.500000 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -1027814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1027825.375000 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -1027825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1027833.250000 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -1027833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1027838.312500 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -1027838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1027843.437500 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -1027843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1027846.812500 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -1027847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1027851.812500 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -1027852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1027856.812500 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -1027857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1027861.437500 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -1027861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1027863.562500 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -1027864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1027868.562500 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -1027869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1027873.437500 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -1027873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1027875.375000 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -1027875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1027878.312500 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -1027878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1027881.750000 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -1027882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1027883.687500 Penalty: 4333.776367
	Iteration 28Q: 3 clusters Score -1027884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1027885.875000 Penalty: 4333.776367
	Iteration 29Q: 3 clusters Score -1027886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1027889.812500 Penalty: 4333.776367
	Iteration 30Q: 3 clusters Score -1027890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1027889.562500 Penalty: 4333.776367
	Iteration 31Q: 3 clusters Score -1027890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1027889.937500 Penalty: 4333.776367
	Iteration 32Q: 3 clusters Score -1027890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1027891.312500 Penalty: 4333.776367
	Iteration 33Q: 3 clusters Score -1027891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1027896.500000 Penalty: 4333.776367
	Iteration 34Q: 3 clusters Score -1027896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1027900.125000 Penalty: 4333.776367
	Iteration 35Q: 3 clusters Score -1027900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1027905.250000 Penalty: 4333.776367
	Iteration 36Q: 3 clusters Score -1027905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1027910.812500 Penalty: 4333.776367
	Iteration 37Q: 3 clusters Score -1027911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1027914.750000 Penalty: 4333.776367
	Iteration 38Q: 3 clusters Score -1027915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1027919.750000 Penalty: 4333.776367
	Iteration 39Q: 3 clusters Score -1027920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1027922.000000 Penalty: 4333.776367
	Iteration 40F: 3 clusters Score -1027922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1027926.312500 Penalty: 4333.776367
	Iteration 41Q: 3 clusters Score -1027926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1027927.437500 Penalty: 4333.776367
	Iteration 42Q: 3 clusters Score -1027927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1027929.937500 Penalty: 4333.776367
	Iteration 43Q: 3 clusters Score -1027930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1027931.812500 Penalty: 4333.776367
	Iteration 44Q: 3 clusters Score -1027932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1027932.750000 Penalty: 4333.776367
	Iteration 45Q: 3 clusters Score -1027933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1027933.187500 Penalty: 4333.776367
	Iteration 46Q: 3 clusters Score -1027933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1027935.000000 Penalty: 4333.776367
	Iteration 47Q: 3 clusters Score -1027935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1027938.250000 Penalty: 4333.776367
	Iteration 48Q: 3 clusters Score -1027938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1027938.125000 Penalty: 4333.776367
	Iteration 49Q: 3 clusters Score -1027938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1027939.250000 Penalty: 4333.776367
	Iteration 50Q: 3 clusters Score -1027939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1027941.312500 Penalty: 4333.776367
	Iteration 51Q: 3 clusters Score -1027941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1027944.312500 Penalty: 4333.776367
	Iteration 52Q: 3 clusters Score -1027944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1027946.750000 Penalty: 4333.776367
	Iteration 53Q: 3 clusters Score -1027947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1027946.875000 Penalty: 4333.776367
	Iteration 54Q: 3 clusters Score -1027947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1027947.562500 Penalty: 4333.776367
	Iteration 55Q: 3 clusters Score -1027948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1027949.562500 Penalty: 4333.776367
	Iteration 56Q: 3 clusters Score -1027950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1027952.812500 Penalty: 4333.776367
	Iteration 57Q: 3 clusters Score -1027953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1027954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1027960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1027966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1027970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1027974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1027982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1027987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1027994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1027992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1027998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1028001.687500 Penalty: 4333.776367
	Iteration 68Q: 3 clusters Score -1028002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1028006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1028007.937500 Penalty: 4333.776367
	Iteration 70Q: 3 clusters Score -1028008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1028011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1028012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1028012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1028013.375000 Penalty: 4333.776367
	Iteration 74Q: 3 clusters Score -1028013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1028013.875000 Penalty: 4333.776367
	Iteration 75Q: 3 clusters Score -1028014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1028017.312500 Penalty: 4333.776367
	Iteration 76Q: 3 clusters Score -1028017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1028020.687500 Penalty: 4333.776367
	Iteration 77Q: 3 clusters Score -1028021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1028022.187500 Penalty: 4333.776367
	Iteration 78Q: 3 clusters Score -1028022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1028027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1028029.000000 Penalty: 4333.776367
	Iteration 80F: 3 clusters Score -1028029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1028031.250000 Penalty: 4333.776367
	Iteration 81Q: 3 clusters Score -1028031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1028034.375000 Penalty: 4333.776367
	Iteration 82Q: 3 clusters Score -1028034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1028034.812500 Penalty: 4333.776367
	Iteration 83Q: 3 clusters Score -1028035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1028043.312500 Penalty: 4333.776367
	Iteration 84Q: 3 clusters Score -1028043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1028051.812500 Penalty: 4333.776367
	Iteration 85Q: 3 clusters Score -1028052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1028059 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1028063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1028068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1028077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1028086 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3815 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1028093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
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Entering Unmasked Estep 
Score: -1028100.250000 Penalty: 4333.776367
	Iteration 92Q: 3 clusters Score -1028100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
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Entering Unmasked Estep 
Score: -1028110.812500 Penalty: 4333.776367
	Iteration 93Q: 3 clusters Score -1028111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1028123.000000 Penalty: 4333.776367
	Iteration 94Q: 3 clusters Score -1028123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1028141.250000 Penalty: 4333.776367
	Iteration 95Q: 3 clusters Score -1028141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1028161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1028182.437500 Penalty: 4333.776367
	Iteration 97Q: 3 clusters Score -1028182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1028202.562500 Penalty: 4333.776367
	Iteration 98Q: 3 clusters Score -1028203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1028228.250000 Penalty: 4333.776367
	Iteration 99Q: 3 clusters Score -1028228 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4209 members 
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Entering Unmasked Estep 
Score: -1028259.687500 Penalty: 4333.776367
	Iteration 100F: 3 clusters Score -1028260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1028293.437500 Penalty: 4333.776367
	Iteration 101Q: 3 clusters Score -1028293 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1028335 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1028377 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4524 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1028417 nChanged 94
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1028463 nChanged 106
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1028525 nChanged 110
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Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1028584 nChanged 112
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Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1028650 nChanged 99
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Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1028706.062500 Penalty: 4333.776367
	Iteration 109Q: 3 clusters Score -1028706 nChanged 99
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1028765 nChanged 103
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1028839 nChanged 87
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 944 members 
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	Iteration 112Q: 3 clusters Score -1028899 nChanged 66
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Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1028942 nChanged 56
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Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1028977 nChanged 42
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1029003 nChanged 51
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1029037 nChanged 34
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Mstep: Class 1 contains 5527 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1029060 nChanged 33
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Mstep: Class 1 contains 5554 members 
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Entering Unmasked Estep 
Score: -1029081.187500 Penalty: 4333.776367
	Iteration 118Q: 3 clusters Score -1029081 nChanged 30
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Mstep: Class 1 contains 5582 members 
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Entering Unmasked Estep 
Score: -1029104.875000 Penalty: 4333.776367
	Iteration 119Q: 3 clusters Score -1029105 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
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Entering Unmasked Estep 
Score: -1029137.250000 Penalty: 4333.776367
	Iteration 120F: 3 clusters Score -1029137 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5647 members 
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Entering Unmasked Estep 
Score: -1029164.812500 Penalty: 4333.776367
	Iteration 121Q: 3 clusters Score -1029165 nChanged 21
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Mstep: Class 1 contains 5666 members 
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Entering Unmasked Estep 
Score: -1029178.937500 Penalty: 4333.776367
	Iteration 122Q: 3 clusters Score -1029179 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
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Entering Unmasked Estep 
Score: -1029185.812500 Penalty: 4333.776367
	Iteration 123Q: 3 clusters Score -1029186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
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Entering Unmasked Estep 
Score: -1029193.687500 Penalty: 4333.776367
	Iteration 124Q: 3 clusters Score -1029194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1029202.125000 Penalty: 4333.776367
	Iteration 125Q: 3 clusters Score -1029202 nChanged 11
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Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1029208.875000 Penalty: 4333.776367
	Iteration 126Q: 3 clusters Score -1029209 nChanged 12
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Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1029218.312500 Penalty: 4333.776367
	Iteration 127Q: 3 clusters Score -1029218 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1029222.000000 Penalty: 4333.776367
	Iteration 128Q: 3 clusters Score -1029222 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1029226.875000 Penalty: 4333.776367
	Iteration 129Q: 3 clusters Score -1029227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1029234.937500 Penalty: 4333.776367
	Iteration 130Q: 3 clusters Score -1029235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1029238.125000 Penalty: 4333.776367
	Iteration 131Q: 3 clusters Score -1029238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1029248.687500 Penalty: 4333.776367
	Iteration 132Q: 3 clusters Score -1029249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1029252.937500 Penalty: 4333.776367
	Iteration 133Q: 3 clusters Score -1029253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1029258.062500 Penalty: 4333.776367
	Iteration 134Q: 3 clusters Score -1029258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1029257.562500 Penalty: 4333.776367
	Iteration 135Q: 3 clusters Score -1029258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1029258.812500 Penalty: 4333.776367
	Iteration 136Q: 3 clusters Score -1029259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1029261.437500 Penalty: 4333.776367
	Iteration 137Q: 3 clusters Score -1029261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1029265.500000 Penalty: 4333.776367
	Iteration 138Q: 3 clusters Score -1029266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1029266.562500 Penalty: 4333.776367
	Iteration 139Q: 3 clusters Score -1029267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1029267.500000 Penalty: 4333.776367
	Iteration 140F: 3 clusters Score -1029268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1029267.500000 Penalty: 4333.776367
	Iteration 141Q: 3 clusters Score -1029268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1029270.500000 Penalty: 4333.776367
	Iteration 142Q: 3 clusters Score -1029270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1029270.500000 Penalty: 4333.776367
	Iteration 143F: 3 clusters Score -1029270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (103915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Entering Unmasked Estep 
Score: -16263530.000000 Penalty: 2864.729492
	Iteration 0F: 2 clusters Score -1.626353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -16196931.000000 Penalty: 5729.458984
	Iteration 0F: 3 clusters Score -1.619693e+07 nChanged 49248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -16225668.000000 Penalty: 5729.458984
	Iteration 1F: 3 clusters Score -1.622567e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -16227355.000000 Penalty: 5729.458984
	Iteration 2Q: 3 clusters Score -1.622736e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -16229730.000000 Penalty: 5729.458984
	Iteration 3F: 3 clusters Score -1.622973e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -16233029.000000 Penalty: 5729.458984
	Iteration 4F: 3 clusters Score -1.623303e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -16237392.000000 Penalty: 5729.458984
	Iteration 5F: 3 clusters Score -1.623739e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -16242171.000000 Penalty: 5729.458984
	Iteration 6F: 3 clusters Score -1.624217e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -16246703.000000 Penalty: 5729.458984
	Iteration 7F: 3 clusters Score -1.62467e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -16250618.000000 Penalty: 5729.458984
	Iteration 8F: 3 clusters Score -1.625062e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -16253983.000000 Penalty: 5729.458984
	Iteration 9Q: 3 clusters Score -1.625398e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95350 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -16256503.000000 Penalty: 5729.458984
	Iteration 10Q: 3 clusters Score -1.62565e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -16258374.000000 Penalty: 5729.458984
	Iteration 11Q: 3 clusters Score -1.625837e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -16259692.000000 Penalty: 5729.458984
	Iteration 12Q: 3 clusters Score -1.625969e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -16260452.000000 Penalty: 5729.458984
	Iteration 13Q: 3 clusters Score -1.626045e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -16260794.000000 Penalty: 5729.458984
	Iteration 14Q: 3 clusters Score -1.626079e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16260983.000000 Penalty: 5729.458984
	Iteration 15Q: 3 clusters Score -1.626098e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16261116.000000 Penalty: 5729.458984
	Iteration 16Q: 3 clusters Score -1.626112e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16261171.000000 Penalty: 5729.458984
	Iteration 17Q: 3 clusters Score -1.626117e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16261201.000000 Penalty: 5729.458984
	Iteration 18Q: 3 clusters Score -1.62612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16261205.000000 Penalty: 5729.458984
	Iteration 19Q: 3 clusters Score -1.62612e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16261231.000000 Penalty: 5729.458984
	Iteration 20F: 3 clusters Score -1.626123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16261271.000000 Penalty: 5729.458984
	Iteration 21Q: 3 clusters Score -1.626127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16261284.000000 Penalty: 5729.458984
	Iteration 22Q: 3 clusters Score -1.626128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16261285.000000 Penalty: 5729.458984
	Iteration 23Q: 3 clusters Score -1.626128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16261293.000000 Penalty: 5729.458984
	Iteration 24Q: 3 clusters Score -1.626129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16261300.000000 Penalty: 5729.458984
	Iteration 25Q: 3 clusters Score -1.62613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16261313.000000 Penalty: 5729.458984
	Iteration 26Q: 3 clusters Score -1.626131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16261322.000000 Penalty: 5729.458984
	Iteration 27Q: 3 clusters Score -1.626132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16261347.000000 Penalty: 5729.458984
	Iteration 28Q: 3 clusters Score -1.626135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16261361.000000 Penalty: 5729.458984
	Iteration 29Q: 3 clusters Score -1.626136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16261357.000000 Penalty: 5729.458984
	Iteration 30Q: 3 clusters Score -1.626136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16261366.000000 Penalty: 5729.458984
	Iteration 31Q: 3 clusters Score -1.626137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16261366.000000 Penalty: 5729.458984
	Iteration 32Q: 3 clusters Score -1.626137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16261364.000000 Penalty: 5729.458984
	Iteration 33Q: 3 clusters Score -1.626136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16261367.000000 Penalty: 5729.458984
	Iteration 34Q: 3 clusters Score -1.626137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16261361.000000 Penalty: 5729.458984
	Iteration 35Q: 3 clusters Score -1.626136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16261361.000000 Penalty: 5729.458984
	Iteration 36F: 3 clusters Score -1.626136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -96186.546875 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -96186.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94602.671875 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -94602.67 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -94805.789062 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -94805.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94868.437500 Penalty: 3204.888184
	Iteration 2Q: 3 clusters Score -94868.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -94903.492188 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -94903.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94917.796875 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -94917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94922.156250 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -94922.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94926.320312 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -94926.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94927.992188 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -94927.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94928.843750 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -94928.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94928.843750 Penalty: 3204.888184
	Iteration 9F: 3 clusters Score -94928.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Entering Unmasked Estep 
Score: -1834084.500000 Penalty: 2336.409424
	Iteration 0F: 2 clusters Score -1834084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1825053.250000 Penalty: 4672.818848
	Iteration 0F: 3 clusters Score -1825053 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1828095.500000 Penalty: 4672.818848
	Iteration 1F: 3 clusters Score -1828096 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1828721.250000 Penalty: 4672.818848
	Iteration 2F: 3 clusters Score -1828721 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1829368.500000 Penalty: 4672.818848
	Iteration 3F: 3 clusters Score -1829368 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1830005.125000 Penalty: 4672.818848
	Iteration 4F: 3 clusters Score -1830005 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1830701.500000 Penalty: 4672.818848
	Iteration 5F: 3 clusters Score -1830702 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1831377.750000 Penalty: 4672.818848
	Iteration 6F: 3 clusters Score -1831378 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1832003.375000 Penalty: 4672.818848
	Iteration 7F: 3 clusters Score -1832003 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1832424.875000 Penalty: 4672.818848
	Iteration 8Q: 3 clusters Score -1832425 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1832706.750000 Penalty: 4672.818848
	Iteration 9Q: 3 clusters Score -1832707 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1832903.250000 Penalty: 4672.818848
	Iteration 10Q: 3 clusters Score -1832903 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1833028.125000 Penalty: 4672.818848
	Iteration 11Q: 3 clusters Score -1833028 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1833136.500000 Penalty: 4672.818848
	Iteration 12Q: 3 clusters Score -1833136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1833236.375000 Penalty: 4672.818848
	Iteration 13Q: 3 clusters Score -1833236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1833318.625000 Penalty: 4672.818848
	Iteration 14Q: 3 clusters Score -1833319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1833407.250000 Penalty: 4672.818848
	Iteration 15Q: 3 clusters Score -1833407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1833517.000000 Penalty: 4672.818848
	Iteration 16Q: 3 clusters Score -1833517 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1833625.750000 Penalty: 4672.818848
	Iteration 17Q: 3 clusters Score -1833626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1833737.500000 Penalty: 4672.818848
	Iteration 18Q: 3 clusters Score -1833738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1833838.125000 Penalty: 4672.818848
	Iteration 19Q: 3 clusters Score -1833838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1833914.125000 Penalty: 4672.818848
	Iteration 20F: 3 clusters Score -1833914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1833955.750000 Penalty: 4672.818848
	Iteration 21Q: 3 clusters Score -1833956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1833983.375000 Penalty: 4672.818848
	Iteration 22Q: 3 clusters Score -1833983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1833996.375000 Penalty: 4672.818848
	Iteration 23Q: 3 clusters Score -1833996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1834007.625000 Penalty: 4672.818848
	Iteration 24Q: 3 clusters Score -1834008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1834019.125000 Penalty: 4672.818848
	Iteration 25Q: 3 clusters Score -1834019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1834021.875000 Penalty: 4672.818848
	Iteration 26Q: 3 clusters Score -1834022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1834026.875000 Penalty: 4672.818848
	Iteration 27Q: 3 clusters Score -1834027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1834024.625000 Penalty: 4672.818848
	Iteration 28Q: 3 clusters Score -1834025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1834026.125000 Penalty: 4672.818848
	Iteration 29Q: 3 clusters Score -1834026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1834028.250000 Penalty: 4672.818848
	Iteration 30Q: 3 clusters Score -1834028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1834027.875000 Penalty: 4672.818848
	Iteration 31Q: 3 clusters Score -1834028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1834030.375000 Penalty: 4672.818848
	Iteration 32Q: 3 clusters Score -1834030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1834028.125000 Penalty: 4672.818848
	Iteration 33Q: 3 clusters Score -1834028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1834032.250000 Penalty: 4672.818848
	Iteration 34Q: 3 clusters Score -1834032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1834032.750000 Penalty: 4672.818848
	Iteration 35Q: 3 clusters Score -1834033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1834033.875000 Penalty: 4672.818848
	Iteration 36Q: 3 clusters Score -1834034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1834033.625000 Penalty: 4672.818848
	Iteration 37Q: 3 clusters Score -1834034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1834038.500000 Penalty: 4672.818848
	Iteration 38Q: 3 clusters Score -1834038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1834038.250000 Penalty: 4672.818848
	Iteration 39Q: 3 clusters Score -1834038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1834037.625000 Penalty: 4672.818848
	Iteration 40F: 3 clusters Score -1834038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1834037.500000 Penalty: 4672.818848
	Iteration 41Q: 3 clusters Score -1834038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1834037.625000 Penalty: 4672.818848
	Iteration 42Q: 3 clusters Score -1834038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1834037.625000 Penalty: 4672.818848
	Iteration 43Q: 3 clusters Score -1834038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1834037.625000 Penalty: 4672.818848
	Iteration 44F: 3 clusters Score -1834038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23470.501953 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23470.5 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 87 members 
Entering Unmasked Estep 
Score: -22427.175781 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22427.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22474.158203 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22474.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22491.453125 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22491.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22494.484375 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22494.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22501.962891 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22501.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22501.962891 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22501.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Entering Unmasked Estep 
Score: -3052232.500000 Penalty: 2452.303955
	Iteration 0F: 2 clusters Score -3052232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3038461.250000 Penalty: 4904.607910
	Iteration 0F: 3 clusters Score -3038461 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3043261.750000 Penalty: 4904.607910
	Iteration 1F: 3 clusters Score -3043262 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3044035.750000 Penalty: 4904.607910
	Iteration 2F: 3 clusters Score -3044036 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3044936.500000 Penalty: 4904.607910
	Iteration 3F: 3 clusters Score -3044936 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3045879.250000 Penalty: 4904.607910
	Iteration 4F: 3 clusters Score -3045879 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3046702.000000 Penalty: 4904.607910
	Iteration 5F: 3 clusters Score -3046702 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3047308.250000 Penalty: 4904.607910
	Iteration 6F: 3 clusters Score -3047308 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3047758.000000 Penalty: 4904.607910
	Iteration 7Q: 3 clusters Score -3047758 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3048046.500000 Penalty: 4904.607910
	Iteration 8Q: 3 clusters Score -3048046 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3048280.500000 Penalty: 4904.607910
	Iteration 9Q: 3 clusters Score -3048280 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3048446.500000 Penalty: 4904.607910
	Iteration 10Q: 3 clusters Score -3048446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3048578.500000 Penalty: 4904.607910
	Iteration 11Q: 3 clusters Score -3048578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3048696.750000 Penalty: 4904.607910
	Iteration 12Q: 3 clusters Score -3048697 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3048793.000000 Penalty: 4904.607910
	Iteration 13Q: 3 clusters Score -3048793 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3048887.000000 Penalty: 4904.607910
	Iteration 14Q: 3 clusters Score -3048887 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3048980.500000 Penalty: 4904.607910
	Iteration 15Q: 3 clusters Score -3048980 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3049071.000000 Penalty: 4904.607910
	Iteration 16Q: 3 clusters Score -3049071 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3049174.250000 Penalty: 4904.607910
	Iteration 17Q: 3 clusters Score -3049174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3049277.000000 Penalty: 4904.607910
	Iteration 18Q: 3 clusters Score -3049277 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3049364.500000 Penalty: 4904.607910
	Iteration 19Q: 3 clusters Score -3049364 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3049459.750000 Penalty: 4904.607910
	Iteration 20F: 3 clusters Score -3049460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3049548.500000 Penalty: 4904.607910
	Iteration 21Q: 3 clusters Score -3049548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3049626.000000 Penalty: 4904.607910
	Iteration 22Q: 3 clusters Score -3049626 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3049718.750000 Penalty: 4904.607910
	Iteration 23Q: 3 clusters Score -3049719 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3049815.500000 Penalty: 4904.607910
	Iteration 24Q: 3 clusters Score -3049816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3049885.250000 Penalty: 4904.607910
	Iteration 25Q: 3 clusters Score -3049885 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3049925.000000 Penalty: 4904.607910
	Iteration 26Q: 3 clusters Score -3049925 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3049985.500000 Penalty: 4904.607910
	Iteration 27Q: 3 clusters Score -3049986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3050025.000000 Penalty: 4904.607910
	Iteration 28Q: 3 clusters Score -3050025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3050048.500000 Penalty: 4904.607910
	Iteration 29Q: 3 clusters Score -3050048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3050077.750000 Penalty: 4904.607910
	Iteration 30Q: 3 clusters Score -3050078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3050096.000000 Penalty: 4904.607910
	Iteration 31Q: 3 clusters Score -3050096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3050111.000000 Penalty: 4904.607910
	Iteration 32Q: 3 clusters Score -3050111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3050121.500000 Penalty: 4904.607910
	Iteration 33Q: 3 clusters Score -3050122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3050133.000000 Penalty: 4904.607910
	Iteration 34Q: 3 clusters Score -3050133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3050146.250000 Penalty: 4904.607910
	Iteration 35Q: 3 clusters Score -3050146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3050156.750000 Penalty: 4904.607910
	Iteration 36Q: 3 clusters Score -3050157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3050167.000000 Penalty: 4904.607910
	Iteration 37Q: 3 clusters Score -3050167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3050178.000000 Penalty: 4904.607910
	Iteration 38Q: 3 clusters Score -3050178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3050184.000000 Penalty: 4904.607910
	Iteration 39Q: 3 clusters Score -3050184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3050191.000000 Penalty: 4904.607910
	Iteration 40F: 3 clusters Score -3050191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3050197.250000 Penalty: 4904.607910
	Iteration 41Q: 3 clusters Score -3050197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3050207.750000 Penalty: 4904.607910
	Iteration 42Q: 3 clusters Score -3050208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3050216.750000 Penalty: 4904.607910
	Iteration 43Q: 3 clusters Score -3050217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3050218.750000 Penalty: 4904.607910
	Iteration 44Q: 3 clusters Score -3050219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3050227.750000 Penalty: 4904.607910
	Iteration 45Q: 3 clusters Score -3050228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3050238.250000 Penalty: 4904.607910
	Iteration 46Q: 3 clusters Score -3050238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3050246.500000 Penalty: 4904.607910
	Iteration 47Q: 3 clusters Score -3050246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3050250.500000 Penalty: 4904.607910
	Iteration 48Q: 3 clusters Score -3050250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3050254.500000 Penalty: 4904.607910
	Iteration 49Q: 3 clusters Score -3050254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3050251.000000 Penalty: 4904.607910
	Iteration 50Q: 3 clusters Score -3050251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3050255.750000 Penalty: 4904.607910
	Iteration 51Q: 3 clusters Score -3050256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3050254.500000 Penalty: 4904.607910
	Iteration 52Q: 3 clusters Score -3050254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3050262.750000 Penalty: 4904.607910
	Iteration 53Q: 3 clusters Score -3050263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3050268.750000 Penalty: 4904.607910
	Iteration 54Q: 3 clusters Score -3050269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3050279.250000 Penalty: 4904.607910
	Iteration 55Q: 3 clusters Score -3050279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3050277.250000 Penalty: 4904.607910
	Iteration 56Q: 3 clusters Score -3050277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3050283.750000 Penalty: 4904.607910
	Iteration 57Q: 3 clusters Score -3050284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3050286.250000 Penalty: 4904.607910
	Iteration 58Q: 3 clusters Score -3050286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3050291.500000 Penalty: 4904.607910
	Iteration 59Q: 3 clusters Score -3050292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3050293.250000 Penalty: 4904.607910
	Iteration 60F: 3 clusters Score -3050293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3050300.500000 Penalty: 4904.607910
	Iteration 61Q: 3 clusters Score -3050300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3050304.500000 Penalty: 4904.607910
	Iteration 62Q: 3 clusters Score -3050304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3050305.750000 Penalty: 4904.607910
	Iteration 63Q: 3 clusters Score -3050306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3050308.500000 Penalty: 4904.607910
	Iteration 64Q: 3 clusters Score -3050308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3050306.000000 Penalty: 4904.607910
	Iteration 65Q: 3 clusters Score -3050306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3050306.250000 Penalty: 4904.607910
	Iteration 66Q: 3 clusters Score -3050306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3050315.500000 Penalty: 4904.607910
	Iteration 67Q: 3 clusters Score -3050316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3050315.500000 Penalty: 4904.607910
	Iteration 68Q: 3 clusters Score -3050316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3050321.000000 Penalty: 4904.607910
	Iteration 69Q: 3 clusters Score -3050321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3050321.500000 Penalty: 4904.607910
	Iteration 70Q: 3 clusters Score -3050322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3050320.750000 Penalty: 4904.607910
	Iteration 71Q: 3 clusters Score -3050321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3050321.000000 Penalty: 4904.607910
	Iteration 72Q: 3 clusters Score -3050321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3050324.750000 Penalty: 4904.607910
	Iteration 73Q: 3 clusters Score -3050325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3050330.000000 Penalty: 4904.607910
	Iteration 74Q: 3 clusters Score -3050330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3050326.000000 Penalty: 4904.607910
	Iteration 75Q: 3 clusters Score -3050326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3050328.500000 Penalty: 4904.607910
	Iteration 76Q: 3 clusters Score -3050328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3050330.750000 Penalty: 4904.607910
	Iteration 77Q: 3 clusters Score -3050331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3050332.250000 Penalty: 4904.607910
	Iteration 78Q: 3 clusters Score -3050332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3050331.000000 Penalty: 4904.607910
	Iteration 79Q: 3 clusters Score -3050331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3050337.750000 Penalty: 4904.607910
	Iteration 80F: 3 clusters Score -3050338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3050343.750000 Penalty: 4904.607910
	Iteration 81Q: 3 clusters Score -3050344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3050343.500000 Penalty: 4904.607910
	Iteration 82Q: 3 clusters Score -3050344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3050347.500000 Penalty: 4904.607910
	Iteration 83Q: 3 clusters Score -3050348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3050346.000000 Penalty: 4904.607910
	Iteration 84Q: 3 clusters Score -3050346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3050348.250000 Penalty: 4904.607910
	Iteration 85Q: 3 clusters Score -3050348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3050347.000000 Penalty: 4904.607910
	Iteration 86Q: 3 clusters Score -3050347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3050354.250000 Penalty: 4904.607910
	Iteration 87Q: 3 clusters Score -3050354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3050351.750000 Penalty: 4904.607910
	Iteration 88Q: 3 clusters Score -3050352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3050353.500000 Penalty: 4904.607910
	Iteration 89Q: 3 clusters Score -3050354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3050351.250000 Penalty: 4904.607910
	Iteration 90Q: 3 clusters Score -3050351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3050352.250000 Penalty: 4904.607910
	Iteration 91Q: 3 clusters Score -3050352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3050354.000000 Penalty: 4904.607910
	Iteration 92Q: 3 clusters Score -3050354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3050356.250000 Penalty: 4904.607910
	Iteration 93Q: 3 clusters Score -3050356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3050354.750000 Penalty: 4904.607910
	Iteration 94Q: 3 clusters Score -3050355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3050354.750000 Penalty: 4904.607910
	Iteration 95F: 3 clusters Score -3050355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -1163155.875000 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -1163156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1156867.125000 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -1156867 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1158568.500000 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -1158568 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1158899.375000 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -1158899 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1159198.375000 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -1159198 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1159490.875000 Penalty: 4447.882324
	Iteration 4F: 3 clusters Score -1159491 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1159780.000000 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -1159780 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1160088.625000 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -1160089 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1160457.000000 Penalty: 4447.882324
	Iteration 7F: 3 clusters Score -1160457 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1160851.875000 Penalty: 4447.882324
	Iteration 8F: 3 clusters Score -1160852 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1161178.125000 Penalty: 4447.882324
	Iteration 9F: 3 clusters Score -1161178 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1161411.000000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -1161411 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1161609.750000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -1161610 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1161755.625000 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -1161756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1161873.250000 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -1161873 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1161994.625000 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -1161995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1162108.500000 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -1162108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1162225.875000 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -1162226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1162337.875000 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -1162338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1162436.750000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -1162437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1162509.750000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -1162510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1162570.750000 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -1162571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1162651.000000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -1162651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1162743.250000 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -1162743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1162862.125000 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -1162862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1162989.000000 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -1162989 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1163087.625000 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -1163088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1163139.125000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -1163139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1163167.250000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -1163167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1163183.875000 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -1163184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1163190.125000 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -1163190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1163194.500000 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -1163194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1163199.375000 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -1163199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1163202.250000 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -1163202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1163202.000000 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -1163202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1163202.625000 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -1163203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1163200.625000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -1163201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1163200.625000 Penalty: 4447.882324
	Iteration 36F: 3 clusters Score -1163201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 3423 members 
Entering Unmasked Estep 
Score: -120393704.000000 Penalty: 154999.796875
Splitting cluster 11 changes total score from -120394624.000000 to -120393704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Entering Unmasked Estep 
Score: -1861211.625000 Penalty: 2339.246094
	Iteration 0F: 2 clusters Score -1861212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1851946.625000 Penalty: 4678.492188
	Iteration 0F: 3 clusters Score -1851947 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1855098.750000 Penalty: 4678.492188
	Iteration 1F: 3 clusters Score -1855099 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1855748.375000 Penalty: 4678.492188
	Iteration 2F: 3 clusters Score -1855748 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1856353.000000 Penalty: 4678.492188
	Iteration 3F: 3 clusters Score -1856353 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1856950.500000 Penalty: 4678.492188
	Iteration 4F: 3 clusters Score -1856950 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1857584.625000 Penalty: 4678.492188
	Iteration 5F: 3 clusters Score -1857585 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1858243.000000 Penalty: 4678.492188
	Iteration 6F: 3 clusters Score -1858243 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1858821.125000 Penalty: 4678.492188
	Iteration 7F: 3 clusters Score -1858821 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1859273.000000 Penalty: 4678.492188
	Iteration 8Q: 3 clusters Score -1859273 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1859528.375000 Penalty: 4678.492188
	Iteration 9Q: 3 clusters Score -1859528 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1859664.375000 Penalty: 4678.492188
	Iteration 10Q: 3 clusters Score -1859664 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1859746.000000 Penalty: 4678.492188
	Iteration 11Q: 3 clusters Score -1859746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1859804.750000 Penalty: 4678.492188
	Iteration 12Q: 3 clusters Score -1859805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1859838.375000 Penalty: 4678.492188
	Iteration 13Q: 3 clusters Score -1859838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1859858.875000 Penalty: 4678.492188
	Iteration 14Q: 3 clusters Score -1859859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1859877.625000 Penalty: 4678.492188
	Iteration 15Q: 3 clusters Score -1859878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1859887.000000 Penalty: 4678.492188
	Iteration 16Q: 3 clusters Score -1859887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1859896.000000 Penalty: 4678.492188
	Iteration 17Q: 3 clusters Score -1859896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1859905.500000 Penalty: 4678.492188
	Iteration 18Q: 3 clusters Score -1859906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1859904.875000 Penalty: 4678.492188
	Iteration 19Q: 3 clusters Score -1859905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1859911.750000 Penalty: 4678.492188
	Iteration 20F: 3 clusters Score -1859912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1859917.125000 Penalty: 4678.492188
	Iteration 21Q: 3 clusters Score -1859917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1859923.875000 Penalty: 4678.492188
	Iteration 22Q: 3 clusters Score -1859924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1859926.125000 Penalty: 4678.492188
	Iteration 23Q: 3 clusters Score -1859926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1859923.625000 Penalty: 4678.492188
	Iteration 24Q: 3 clusters Score -1859924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1859928.375000 Penalty: 4678.492188
	Iteration 25Q: 3 clusters Score -1859928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1859931.125000 Penalty: 4678.492188
	Iteration 26Q: 3 clusters Score -1859931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1859931.875000 Penalty: 4678.492188
	Iteration 27Q: 3 clusters Score -1859932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1859935.250000 Penalty: 4678.492188
	Iteration 28Q: 3 clusters Score -1859935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1859936.000000 Penalty: 4678.492188
	Iteration 29Q: 3 clusters Score -1859936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1859942.125000 Penalty: 4678.492188
	Iteration 30Q: 3 clusters Score -1859942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1859946.625000 Penalty: 4678.492188
	Iteration 31Q: 3 clusters Score -1859947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1859951.875000 Penalty: 4678.492188
	Iteration 32Q: 3 clusters Score -1859952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1859954.250000 Penalty: 4678.492188
	Iteration 33Q: 3 clusters Score -1859954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1859954.625000 Penalty: 4678.492188
	Iteration 34Q: 3 clusters Score -1859955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1859956.750000 Penalty: 4678.492188
	Iteration 35Q: 3 clusters Score -1859957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1859964.250000 Penalty: 4678.492188
	Iteration 36Q: 3 clusters Score -1859964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1859964.875000 Penalty: 4678.492188
	Iteration 37Q: 3 clusters Score -1859965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1859964.875000 Penalty: 4678.492188
	Iteration 38Q: 3 clusters Score -1859965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1859963.500000 Penalty: 4678.492188
	Iteration 39Q: 3 clusters Score -1859964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1859961.000000 Penalty: 4678.492188
	Iteration 40F: 3 clusters Score -1859961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -171518.812500 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -171518.8 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 588 members 
Entering Unmasked Estep 
Score: -169454.031250 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -169454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -169786.828125 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -169786.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -169907.171875 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -169907.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -169962.984375 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -169963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170001.328125 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -170001.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -170028.421875 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -170028.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170052.953125 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -170053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -170073.890625 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -170073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170096.734375 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -170096.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170139.328125 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -170139.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170174.203125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -170174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170204.156250 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -170204.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -170282.312500 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -170282.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170429.250000 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -170429.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -170534.656250 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -170534.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -170654.750000 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -170654.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170832.125000 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -170832.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171107.859375 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -171107.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171309.984375 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -171310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -171538.906250 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -171538.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172030.734375 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -172030.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172143.765625 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -172143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172196.187500 Penalty: 3490.801514
	Iteration 22Q: 3 clusters Score -172196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172236.546875 Penalty: 3490.801514
	Iteration 23Q: 3 clusters Score -172236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -172253.359375 Penalty: 3490.801514
	Iteration 24Q: 3 clusters Score -172253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -172255.984375 Penalty: 3490.801514
	Iteration 25Q: 3 clusters Score -172256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172258.390625 Penalty: 3490.801514
	Iteration 26Q: 3 clusters Score -172258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172258.390625 Penalty: 3490.801514
	Iteration 27F: 3 clusters Score -172258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 689 members 
Entering Unmasked Estep 
Score: -120393656.000000 Penalty: 154999.796875
Splitting cluster 13 changes total score from -120394624.000000 to -120393656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (33049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Entering Unmasked Estep 
Score: -5157313.000000 Penalty: 2580.625000
	Iteration 0F: 2 clusters Score -5157313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5134857.500000 Penalty: 5161.250000
	Iteration 0F: 3 clusters Score -5134858 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5142939.000000 Penalty: 5161.250000
	Iteration 1F: 3 clusters Score -5142939 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5143565.000000 Penalty: 5161.250000
	Iteration 2F: 3 clusters Score -5143565 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5144180.500000 Penalty: 5161.250000
	Iteration 3Q: 3 clusters Score -5144180 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5144912.000000 Penalty: 5161.250000
	Iteration 4F: 3 clusters Score -5144912 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5145682.500000 Penalty: 5161.250000
	Iteration 5F: 3 clusters Score -5145682 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5146600.500000 Penalty: 5161.250000
	Iteration 6F: 3 clusters Score -5146600 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5147683.000000 Penalty: 5161.250000
	Iteration 7F: 3 clusters Score -5147683 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5148708.500000 Penalty: 5161.250000
	Iteration 8F: 3 clusters Score -5148708 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5149680.500000 Penalty: 5161.250000
	Iteration 9F: 3 clusters Score -5149680 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5150423.000000 Penalty: 5161.250000
	Iteration 10Q: 3 clusters Score -5150423 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -5151128.500000 Penalty: 5161.250000
	Iteration 11Q: 3 clusters Score -5151128 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -5151722.500000 Penalty: 5161.250000
	Iteration 12Q: 3 clusters Score -5151722 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5152301.500000 Penalty: 5161.250000
	Iteration 13Q: 3 clusters Score -5152302 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5152854.000000 Penalty: 5161.250000
	Iteration 14Q: 3 clusters Score -5152854 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5153391.500000 Penalty: 5161.250000
	Iteration 15Q: 3 clusters Score -5153392 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5153816.500000 Penalty: 5161.250000
	Iteration 16Q: 3 clusters Score -5153816 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5154179.500000 Penalty: 5161.250000
	Iteration 17Q: 3 clusters Score -5154180 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5154408.500000 Penalty: 5161.250000
	Iteration 18Q: 3 clusters Score -5154408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5154589.000000 Penalty: 5161.250000
	Iteration 19Q: 3 clusters Score -5154589 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5154749.500000 Penalty: 5161.250000
	Iteration 20F: 3 clusters Score -5154750 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5154852.500000 Penalty: 5161.250000
	Iteration 21Q: 3 clusters Score -5154852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5154945.000000 Penalty: 5161.250000
	Iteration 22Q: 3 clusters Score -5154945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5154981.500000 Penalty: 5161.250000
	Iteration 23Q: 3 clusters Score -5154982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -5155030.000000 Penalty: 5161.250000
	Iteration 24Q: 3 clusters Score -5155030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5155058.500000 Penalty: 5161.250000
	Iteration 25Q: 3 clusters Score -5155058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5155076.000000 Penalty: 5161.250000
	Iteration 26Q: 3 clusters Score -5155076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -5155090.500000 Penalty: 5161.250000
	Iteration 27Q: 3 clusters Score -5155090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5155121.000000 Penalty: 5161.250000
	Iteration 28Q: 3 clusters Score -5155121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -5155127.500000 Penalty: 5161.250000
	Iteration 29Q: 3 clusters Score -5155128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5155137.000000 Penalty: 5161.250000
	Iteration 30Q: 3 clusters Score -5155137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -5155148.500000 Penalty: 5161.250000
	Iteration 31Q: 3 clusters Score -5155148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -5155155.500000 Penalty: 5161.250000
	Iteration 32Q: 3 clusters Score -5155156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -5155158.500000 Penalty: 5161.250000
	Iteration 33Q: 3 clusters Score -5155158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -5155160.500000 Penalty: 5161.250000
	Iteration 34Q: 3 clusters Score -5155160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -5155164.500000 Penalty: 5161.250000
	Iteration 35Q: 3 clusters Score -5155164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5155162.500000 Penalty: 5161.250000
	Iteration 36Q: 3 clusters Score -5155162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5155168.000000 Penalty: 5161.250000
	Iteration 37Q: 3 clusters Score -5155168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5155166.500000 Penalty: 5161.250000
	Iteration 38Q: 3 clusters Score -5155166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5155173.000000 Penalty: 5161.250000
	Iteration 39Q: 3 clusters Score -5155173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5155173.000000 Penalty: 5161.250000
	Iteration 40F: 3 clusters Score -5155173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -16703.650391 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -16703.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15796.159180 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -15796.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15819.639648 Penalty: 2451.054688
	Iteration 1Q: 3 clusters Score -15819.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15828.296875 Penalty: 2451.054688
	Iteration 2Q: 3 clusters Score -15828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15831.763672 Penalty: 2451.054688
	Iteration 3Q: 3 clusters Score -15831.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15836.051758 Penalty: 2451.054688
	Iteration 4Q: 3 clusters Score -15836.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15836.051758 Penalty: 2451.054688
	Iteration 5F: 3 clusters Score -15836.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -226048.562500 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -226048.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223744.203125 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -223744.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -224257.125000 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -224257.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224588.250000 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -224588.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224807.343750 Penalty: 3638.151123
	Iteration 3F: 3 clusters Score -224807.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -224975.843750 Penalty: 3638.151123
	Iteration 4F: 3 clusters Score -224975.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -225141.453125 Penalty: 3638.151123
	Iteration 5F: 3 clusters Score -225141.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -225286.000000 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -225286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -225436.156250 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -225436.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -225603.406250 Penalty: 3638.151123
	Iteration 8F: 3 clusters Score -225603.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225805.171875 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -225805.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226081.015625 Penalty: 3638.151123
	Iteration 10F: 3 clusters Score -226081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -226393.984375 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -226394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226563.187500 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -226563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226576.484375 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -226576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -226582.953125 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -226583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -226585.984375 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -226586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226587.890625 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -226587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226587.890625 Penalty: 3638.151123
	Iteration 17F: 3 clusters Score -226587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 598 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 935 members 
Entering Unmasked Estep 
Score: -120393696.000000 Penalty: 154999.796875
Splitting cluster 16 changes total score from -120394624.000000 to -120393696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -948126.937500 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -948126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -942859.062500 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -942859.1 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -944263.125000 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -944263.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -944498.812500 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -944498.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -944658.687500 Penalty: 4334.650879
	Iteration 3Q: 3 clusters Score -944658.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -944786.625000 Penalty: 4334.650879
	Iteration 4Q: 3 clusters Score -944786.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -944879.562500 Penalty: 4334.650879
	Iteration 5Q: 3 clusters Score -944879.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -944956.187500 Penalty: 4334.650879
	Iteration 6Q: 3 clusters Score -944956.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -945022.937500 Penalty: 4334.650879
	Iteration 7Q: 3 clusters Score -945022.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -945073.062500 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -945073.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -945115.250000 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -945115.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -945161.937500 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -945161.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -945211.187500 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -945211.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -945270.500000 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -945270.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -945344.125000 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -945344.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -945438.437500 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -945438.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -945534.687500 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -945534.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -945650.687500 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -945650.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -945763.812500 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -945763.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -945870.187500 Penalty: 4334.650879
	Iteration 18Q: 3 clusters Score -945870.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -945971.625000 Penalty: 4334.650879
	Iteration 19Q: 3 clusters Score -945971.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -946067.062500 Penalty: 4334.650879
	Iteration 20F: 3 clusters Score -946067.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -946166.500000 Penalty: 4334.650879
	Iteration 21Q: 3 clusters Score -946166.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -946258.000000 Penalty: 4334.650879
	Iteration 22Q: 3 clusters Score -946258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -946338.625000 Penalty: 4334.650879
	Iteration 23Q: 3 clusters Score -946338.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -946411.750000 Penalty: 4334.650879
	Iteration 24Q: 3 clusters Score -946411.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -946479.187500 Penalty: 4334.650879
	Iteration 25Q: 3 clusters Score -946479.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -946530.187500 Penalty: 4334.650879
	Iteration 26Q: 3 clusters Score -946530.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -946569.375000 Penalty: 4334.650879
	Iteration 27Q: 3 clusters Score -946569.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -946606.812500 Penalty: 4334.650879
	Iteration 28Q: 3 clusters Score -946606.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -946643.937500 Penalty: 4334.650879
	Iteration 29Q: 3 clusters Score -946643.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -946677.437500 Penalty: 4334.650879
	Iteration 30Q: 3 clusters Score -946677.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -946708.312500 Penalty: 4334.650879
	Iteration 31Q: 3 clusters Score -946708.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -946727.750000 Penalty: 4334.650879
	Iteration 32Q: 3 clusters Score -946727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -946742.500000 Penalty: 4334.650879
	Iteration 33Q: 3 clusters Score -946742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -946757.687500 Penalty: 4334.650879
	Iteration 34Q: 3 clusters Score -946757.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -946773.187500 Penalty: 4334.650879
	Iteration 35Q: 3 clusters Score -946773.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -946782.750000 Penalty: 4334.650879
	Iteration 36Q: 3 clusters Score -946782.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -946791.937500 Penalty: 4334.650879
	Iteration 37Q: 3 clusters Score -946791.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -946794.875000 Penalty: 4334.650879
	Iteration 38Q: 3 clusters Score -946794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -946797.812500 Penalty: 4334.650879
	Iteration 39Q: 3 clusters Score -946797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -946803.000000 Penalty: 4334.650879
	Iteration 40F: 3 clusters Score -946803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -946802.437500 Penalty: 4334.650879
	Iteration 41Q: 3 clusters Score -946802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -946805.500000 Penalty: 4334.650879
	Iteration 42Q: 3 clusters Score -946805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -946805.312500 Penalty: 4334.650879
	Iteration 43Q: 3 clusters Score -946805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -946806.312500 Penalty: 4334.650879
	Iteration 44Q: 3 clusters Score -946806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -946807.125000 Penalty: 4334.650879
	Iteration 45Q: 3 clusters Score -946807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -946807.812500 Penalty: 4334.650879
	Iteration 46Q: 3 clusters Score -946807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -946807.812500 Penalty: 4334.650879
	Iteration 47F: 3 clusters Score -946807.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (120336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Entering Unmasked Estep 
Score: -18849856.000000 Penalty: 2901.114746
	Iteration 0F: 2 clusters Score -1.884986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -18777772.000000 Penalty: 5802.229492
	Iteration 0F: 3 clusters Score -1.877777e+07 nChanged 57326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -18811660.000000 Penalty: 5802.229492
	Iteration 1F: 3 clusters Score -1.881166e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -18813390.000000 Penalty: 5802.229492
	Iteration 2Q: 3 clusters Score -1.881339e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -18815346.000000 Penalty: 5802.229492
	Iteration 3F: 3 clusters Score -1.881535e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -18817862.000000 Penalty: 5802.229492
	Iteration 4F: 3 clusters Score -1.881786e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -18820612.000000 Penalty: 5802.229492
	Iteration 5F: 3 clusters Score -1.882061e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -18823042.000000 Penalty: 5802.229492
	Iteration 6F: 3 clusters Score -1.882304e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -18825006.000000 Penalty: 5802.229492
	Iteration 7F: 3 clusters Score -1.882501e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -18826602.000000 Penalty: 5802.229492
	Iteration 8Q: 3 clusters Score -1.88266e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -18828334.000000 Penalty: 5802.229492
	Iteration 9Q: 3 clusters Score -1.882833e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -18830004.000000 Penalty: 5802.229492
	Iteration 10Q: 3 clusters Score -1.883e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -18833280.000000 Penalty: 5802.229492
	Iteration 11Q: 3 clusters Score -1.883328e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -18836346.000000 Penalty: 5802.229492
	Iteration 12Q: 3 clusters Score -1.883635e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -18838782.000000 Penalty: 5802.229492
	Iteration 13Q: 3 clusters Score -1.883878e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -18840790.000000 Penalty: 5802.229492
	Iteration 14Q: 3 clusters Score -1.884079e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -18842202.000000 Penalty: 5802.229492
	Iteration 15Q: 3 clusters Score -1.88422e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -18843440.000000 Penalty: 5802.229492
	Iteration 16Q: 3 clusters Score -1.884344e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -18844562.000000 Penalty: 5802.229492
	Iteration 17Q: 3 clusters Score -1.884456e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -18845448.000000 Penalty: 5802.229492
	Iteration 18Q: 3 clusters Score -1.884545e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 112975 members 
Entering Unmasked Estep 
Score: -18846292.000000 Penalty: 5802.229492
	Iteration 19Q: 3 clusters Score -1.884629e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 114170 members 
Entering Unmasked Estep 
Score: -18847012.000000 Penalty: 5802.229492
	Iteration 20F: 3 clusters Score -1.884701e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -18847438.000000 Penalty: 5802.229492
	Iteration 21Q: 3 clusters Score -1.884744e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -18847712.000000 Penalty: 5802.229492
	Iteration 22Q: 3 clusters Score -1.884771e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -18847846.000000 Penalty: 5802.229492
	Iteration 23Q: 3 clusters Score -1.884785e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -18847806.000000 Penalty: 5802.229492
	Iteration 24Q: 3 clusters Score -1.884781e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -18847884.000000 Penalty: 5802.229492
	Iteration 25Q: 3 clusters Score -1.884788e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -18847864.000000 Penalty: 5802.229492
	Iteration 26Q: 3 clusters Score -1.884786e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 118678 members 
Entering Unmasked Estep 
Score: -18847904.000000 Penalty: 5802.229492
	Iteration 27Q: 3 clusters Score -1.88479e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -18847898.000000 Penalty: 5802.229492
	Iteration 28Q: 3 clusters Score -1.88479e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -18847902.000000 Penalty: 5802.229492
	Iteration 29Q: 3 clusters Score -1.88479e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -18847922.000000 Penalty: 5802.229492
	Iteration 30Q: 3 clusters Score -1.884792e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -18847910.000000 Penalty: 5802.229492
	Iteration 31Q: 3 clusters Score -1.884791e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 119341 members 
Entering Unmasked Estep 
Score: -18847954.000000 Penalty: 5802.229492
	Iteration 32Q: 3 clusters Score -1.884795e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -18847958.000000 Penalty: 5802.229492
	Iteration 33Q: 3 clusters Score -1.884796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -18847936.000000 Penalty: 5802.229492
	Iteration 34Q: 3 clusters Score -1.884794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -18847922.000000 Penalty: 5802.229492
	Iteration 35Q: 3 clusters Score -1.884792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -18847928.000000 Penalty: 5802.229492
	Iteration 36Q: 3 clusters Score -1.884793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -18847910.000000 Penalty: 5802.229492
	Iteration 37Q: 3 clusters Score -1.884791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -18847932.000000 Penalty: 5802.229492
	Iteration 38Q: 3 clusters Score -1.884793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -18847924.000000 Penalty: 5802.229492
	Iteration 39Q: 3 clusters Score -1.884792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 119565 members 
Entering Unmasked Estep 
Score: -18847914.000000 Penalty: 5802.229492
	Iteration 40F: 3 clusters Score -1.884791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -18847908.000000 Penalty: 5802.229492
	Iteration 41Q: 3 clusters Score -1.884791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -18847922.000000 Penalty: 5802.229492
	Iteration 42Q: 3 clusters Score -1.884792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -18847878.000000 Penalty: 5802.229492
	Iteration 43Q: 3 clusters Score -1.884788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -18847898.000000 Penalty: 5802.229492
	Iteration 44Q: 3 clusters Score -1.88479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -18847870.000000 Penalty: 5802.229492
	Iteration 45Q: 3 clusters Score -1.884787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -18847874.000000 Penalty: 5802.229492
	Iteration 46Q: 3 clusters Score -1.884787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -18847882.000000 Penalty: 5802.229492
	Iteration 47Q: 3 clusters Score -1.884788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -18847888.000000 Penalty: 5802.229492
	Iteration 48Q: 3 clusters Score -1.884789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -18847896.000000 Penalty: 5802.229492
	Iteration 49Q: 3 clusters Score -1.88479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -18847886.000000 Penalty: 5802.229492
	Iteration 50Q: 3 clusters Score -1.884789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -18847884.000000 Penalty: 5802.229492
	Iteration 51Q: 3 clusters Score -1.884788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -18847906.000000 Penalty: 5802.229492
	Iteration 52Q: 3 clusters Score -1.884791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -18847900.000000 Penalty: 5802.229492
	Iteration 53Q: 3 clusters Score -1.88479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -18847874.000000 Penalty: 5802.229492
	Iteration 54Q: 3 clusters Score -1.884787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -18847900.000000 Penalty: 5802.229492
	Iteration 55Q: 3 clusters Score -1.88479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -18847900.000000 Penalty: 5802.229492
	Iteration 56F: 3 clusters Score -1.88479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -961762.937500 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -961762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -956285.187500 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -956285.2 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -957848.125000 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -957848.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -958214.500000 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -958214.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -958495.250000 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -958495.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -958757.250000 Penalty: 4353.820312
	Iteration 4F: 3 clusters Score -958757.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -958999.375000 Penalty: 4353.820312
	Iteration 5F: 3 clusters Score -958999.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -959209.625000 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -959209.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -959364.250000 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -959364.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -959486.125000 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -959486.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -959578.625000 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -959578.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -959657.625000 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -959657.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -959714.687500 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -959714.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -959758.062500 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -959758.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -959802.875000 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -959802.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -959848.000000 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -959848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -959900.375000 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -959900.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -959938.937500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -959938.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -959970.875000 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -959970.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -959997.562500 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -959997.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -960025.812500 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -960025.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -960059.687500 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -960059.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -960092.750000 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -960092.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -960117.625000 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -960117.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -960128.625000 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -960128.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -960144.500000 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -960144.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -960153.562500 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -960153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -960163.937500 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -960163.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -960172.375000 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -960172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -960177.937500 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -960177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -960180.187500 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -960180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -960185.062500 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -960185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -960187.062500 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -960187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -960193.437500 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -960193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -960197.625000 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -960197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -960203.062500 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -960203.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -960210.500000 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -960210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -960213.312500 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -960213.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -960213.937500 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -960213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -960213.812500 Penalty: 4353.820312
	Iteration 38Q: 3 clusters Score -960213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -960216.562500 Penalty: 4353.820312
	Iteration 39Q: 3 clusters Score -960216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -960216.937500 Penalty: 4353.820312
	Iteration 40F: 3 clusters Score -960216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -960217.812500 Penalty: 4353.820312
	Iteration 41Q: 3 clusters Score -960217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -960217.812500 Penalty: 4353.820312
	Iteration 42F: 3 clusters Score -960217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Entering Unmasked Estep 
Score: -8826133.000000 Penalty: 2714.346924
	Iteration 0F: 2 clusters Score -8826133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -8788106.000000 Penalty: 5428.693848
	Iteration 0F: 3 clusters Score -8788106 nChanged 26399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -8802951.000000 Penalty: 5428.693848
	Iteration 1F: 3 clusters Score -8802951 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8803649.000000 Penalty: 5428.693848
	Iteration 2Q: 3 clusters Score -8803649 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -8804406.000000 Penalty: 5428.693848
	Iteration 3Q: 3 clusters Score -8804406 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8805267.000000 Penalty: 5428.693848
	Iteration 4Q: 3 clusters Score -8805267 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -8806341.000000 Penalty: 5428.693848
	Iteration 5Q: 3 clusters Score -8806341 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -8807545.000000 Penalty: 5428.693848
	Iteration 6Q: 3 clusters Score -8807545 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8808947.000000 Penalty: 5428.693848
	Iteration 7Q: 3 clusters Score -8808947 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8810465.000000 Penalty: 5428.693848
	Iteration 8F: 3 clusters Score -8810465 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -8812236.000000 Penalty: 5428.693848
	Iteration 9F: 3 clusters Score -8812236 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8813961.000000 Penalty: 5428.693848
	Iteration 10Q: 3 clusters Score -8813961 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8815738.000000 Penalty: 5428.693848
	Iteration 11Q: 3 clusters Score -8815738 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8817508.000000 Penalty: 5428.693848
	Iteration 12Q: 3 clusters Score -8817508 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -8819024.000000 Penalty: 5428.693848
	Iteration 13Q: 3 clusters Score -8819024 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8820189.000000 Penalty: 5428.693848
	Iteration 14Q: 3 clusters Score -8820189 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -8821191.000000 Penalty: 5428.693848
	Iteration 15Q: 3 clusters Score -8821191 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8822026.000000 Penalty: 5428.693848
	Iteration 16Q: 3 clusters Score -8822026 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8822610.000000 Penalty: 5428.693848
	Iteration 17Q: 3 clusters Score -8822610 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8823068.000000 Penalty: 5428.693848
	Iteration 18Q: 3 clusters Score -8823068 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -8823410.000000 Penalty: 5428.693848
	Iteration 19Q: 3 clusters Score -8823410 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -8823674.000000 Penalty: 5428.693848
	Iteration 20F: 3 clusters Score -8823674 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8823848.000000 Penalty: 5428.693848
	Iteration 21Q: 3 clusters Score -8823848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8824011.000000 Penalty: 5428.693848
	Iteration 22Q: 3 clusters Score -8824011 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8824130.000000 Penalty: 5428.693848
	Iteration 23Q: 3 clusters Score -8824130 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8824239.000000 Penalty: 5428.693848
	Iteration 24Q: 3 clusters Score -8824239 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8824341.000000 Penalty: 5428.693848
	Iteration 25Q: 3 clusters Score -8824341 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8824406.000000 Penalty: 5428.693848
	Iteration 26Q: 3 clusters Score -8824406 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8824474.000000 Penalty: 5428.693848
	Iteration 27Q: 3 clusters Score -8824474 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8824544.000000 Penalty: 5428.693848
	Iteration 28Q: 3 clusters Score -8824544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8824589.000000 Penalty: 5428.693848
	Iteration 29Q: 3 clusters Score -8824589 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8824614.000000 Penalty: 5428.693848
	Iteration 30Q: 3 clusters Score -8824614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8824633.000000 Penalty: 5428.693848
	Iteration 31Q: 3 clusters Score -8824633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8824648.000000 Penalty: 5428.693848
	Iteration 32Q: 3 clusters Score -8824648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8824660.000000 Penalty: 5428.693848
	Iteration 33Q: 3 clusters Score -8824660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8824669.000000 Penalty: 5428.693848
	Iteration 34Q: 3 clusters Score -8824669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8824683.000000 Penalty: 5428.693848
	Iteration 35Q: 3 clusters Score -8824683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8824689.000000 Penalty: 5428.693848
	Iteration 36Q: 3 clusters Score -8824689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8824699.000000 Penalty: 5428.693848
	Iteration 37Q: 3 clusters Score -8824699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8824709.000000 Penalty: 5428.693848
	Iteration 38Q: 3 clusters Score -8824709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8824693.000000 Penalty: 5428.693848
	Iteration 39Q: 3 clusters Score -8824693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8824704.000000 Penalty: 5428.693848
	Iteration 40F: 3 clusters Score -8824704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8824701.000000 Penalty: 5428.693848
	Iteration 41Q: 3 clusters Score -8824701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8824704.000000 Penalty: 5428.693848
	Iteration 42Q: 3 clusters Score -8824704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8824705.000000 Penalty: 5428.693848
	Iteration 43Q: 3 clusters Score -8824705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8824719.000000 Penalty: 5428.693848
	Iteration 44Q: 3 clusters Score -8824719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8824738.000000 Penalty: 5428.693848
	Iteration 45Q: 3 clusters Score -8824738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8824733.000000 Penalty: 5428.693848
	Iteration 46Q: 3 clusters Score -8824733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8824734.000000 Penalty: 5428.693848
	Iteration 47Q: 3 clusters Score -8824734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8824740.000000 Penalty: 5428.693848
	Iteration 48Q: 3 clusters Score -8824740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8824736.000000 Penalty: 5428.693848
	Iteration 49Q: 3 clusters Score -8824736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8824738.000000 Penalty: 5428.693848
	Iteration 50Q: 3 clusters Score -8824738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8824740.000000 Penalty: 5428.693848
	Iteration 51Q: 3 clusters Score -8824740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8824737.000000 Penalty: 5428.693848
	Iteration 52Q: 3 clusters Score -8824737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8824734.000000 Penalty: 5428.693848
	Iteration 53Q: 3 clusters Score -8824734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8824735.000000 Penalty: 5428.693848
	Iteration 54Q: 3 clusters Score -8824735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8824740.000000 Penalty: 5428.693848
	Iteration 55Q: 3 clusters Score -8824740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8824744.000000 Penalty: 5428.693848
	Iteration 56Q: 3 clusters Score -8824744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8824742.000000 Penalty: 5428.693848
	Iteration 57Q: 3 clusters Score -8824742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8824740.000000 Penalty: 5428.693848
	Iteration 58Q: 3 clusters Score -8824740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8824754.000000 Penalty: 5428.693848
	Iteration 59Q: 3 clusters Score -8824754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8824752.000000 Penalty: 5428.693848
	Iteration 60F: 3 clusters Score -8824752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8824755.000000 Penalty: 5428.693848
	Iteration 61Q: 3 clusters Score -8824755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8824755.000000 Penalty: 5428.693848
	Iteration 62Q: 3 clusters Score -8824755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8824744.000000 Penalty: 5428.693848
	Iteration 63Q: 3 clusters Score -8824744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8824757.000000 Penalty: 5428.693848
	Iteration 64Q: 3 clusters Score -8824757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8824753.000000 Penalty: 5428.693848
	Iteration 65Q: 3 clusters Score -8824753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8824757.000000 Penalty: 5428.693848
	Iteration 66Q: 3 clusters Score -8824757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8824756.000000 Penalty: 5428.693848
	Iteration 67Q: 3 clusters Score -8824756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8824755.000000 Penalty: 5428.693848
	Iteration 68Q: 3 clusters Score -8824755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8824755.000000 Penalty: 5428.693848
	Iteration 69F: 3 clusters Score -8824755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Entering Unmasked Estep 
Score: -1524678.375000 Penalty: 2291.519043
	Iteration 0F: 2 clusters Score -1524678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1516835.500000 Penalty: 4583.038086
	Iteration 0F: 3 clusters Score -1516836 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1519442.750000 Penalty: 4583.038086
	Iteration 1F: 3 clusters Score -1519443 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1519897.125000 Penalty: 4583.038086
	Iteration 2F: 3 clusters Score -1519897 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1520295.125000 Penalty: 4583.038086
	Iteration 3F: 3 clusters Score -1520295 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1520689.500000 Penalty: 4583.038086
	Iteration 4F: 3 clusters Score -1520690 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1521102.625000 Penalty: 4583.038086
	Iteration 5F: 3 clusters Score -1521103 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1521518.375000 Penalty: 4583.038086
	Iteration 6F: 3 clusters Score -1521518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1521926.625000 Penalty: 4583.038086
	Iteration 7F: 3 clusters Score -1521927 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1522268.625000 Penalty: 4583.038086
	Iteration 8Q: 3 clusters Score -1522269 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1522543.125000 Penalty: 4583.038086
	Iteration 9Q: 3 clusters Score -1522543 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1522751.750000 Penalty: 4583.038086
	Iteration 10Q: 3 clusters Score -1522752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1522888.000000 Penalty: 4583.038086
	Iteration 11Q: 3 clusters Score -1522888 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1522968.875000 Penalty: 4583.038086
	Iteration 12Q: 3 clusters Score -1522969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1523035.500000 Penalty: 4583.038086
	Iteration 13Q: 3 clusters Score -1523036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1523089.375000 Penalty: 4583.038086
	Iteration 14Q: 3 clusters Score -1523089 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1523125.250000 Penalty: 4583.038086
	Iteration 15Q: 3 clusters Score -1523125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1523144.625000 Penalty: 4583.038086
	Iteration 16Q: 3 clusters Score -1523145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1523155.750000 Penalty: 4583.038086
	Iteration 17Q: 3 clusters Score -1523156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1523167.000000 Penalty: 4583.038086
	Iteration 18Q: 3 clusters Score -1523167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1523177.250000 Penalty: 4583.038086
	Iteration 19Q: 3 clusters Score -1523177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1523184.000000 Penalty: 4583.038086
	Iteration 20F: 3 clusters Score -1523184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1523189.250000 Penalty: 4583.038086
	Iteration 21Q: 3 clusters Score -1523189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1523192.500000 Penalty: 4583.038086
	Iteration 22Q: 3 clusters Score -1523192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1523196.750000 Penalty: 4583.038086
	Iteration 23Q: 3 clusters Score -1523197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1523197.000000 Penalty: 4583.038086
	Iteration 24Q: 3 clusters Score -1523197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1523196.750000 Penalty: 4583.038086
	Iteration 25Q: 3 clusters Score -1523197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1523200.375000 Penalty: 4583.038086
	Iteration 26Q: 3 clusters Score -1523200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1523200.250000 Penalty: 4583.038086
	Iteration 27Q: 3 clusters Score -1523200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1523201.500000 Penalty: 4583.038086
	Iteration 28Q: 3 clusters Score -1523202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1523201.500000 Penalty: 4583.038086
	Iteration 29F: 3 clusters Score -1523202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -1151151.500000 Penalty: 2220.182129
	Iteration 0F: 2 clusters Score -1151152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1144995.250000 Penalty: 4440.364258
	Iteration 0F: 3 clusters Score -1144995 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1146892.500000 Penalty: 4440.364258
	Iteration 1F: 3 clusters Score -1146892 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1147311.250000 Penalty: 4440.364258
	Iteration 2F: 3 clusters Score -1147311 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1147674.875000 Penalty: 4440.364258
	Iteration 3F: 3 clusters Score -1147675 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1148057.500000 Penalty: 4440.364258
	Iteration 4F: 3 clusters Score -1148058 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1148550.625000 Penalty: 4440.364258
	Iteration 5F: 3 clusters Score -1148551 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1149162.625000 Penalty: 4440.364258
	Iteration 6F: 3 clusters Score -1149163 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1149666.250000 Penalty: 4440.364258
	Iteration 7F: 3 clusters Score -1149666 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1150086.500000 Penalty: 4440.364258
	Iteration 8F: 3 clusters Score -1150086 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1150445.875000 Penalty: 4440.364258
	Iteration 9Q: 3 clusters Score -1150446 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1150754.500000 Penalty: 4440.364258
	Iteration 10Q: 3 clusters Score -1150754 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1150970.625000 Penalty: 4440.364258
	Iteration 11Q: 3 clusters Score -1150971 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1151114.875000 Penalty: 4440.364258
	Iteration 12Q: 3 clusters Score -1151115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1151208.875000 Penalty: 4440.364258
	Iteration 13Q: 3 clusters Score -1151209 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1151281.500000 Penalty: 4440.364258
	Iteration 14Q: 3 clusters Score -1151282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1151349.125000 Penalty: 4440.364258
	Iteration 15Q: 3 clusters Score -1151349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1151429.250000 Penalty: 4440.364258
	Iteration 16Q: 3 clusters Score -1151429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1151518.875000 Penalty: 4440.364258
	Iteration 17Q: 3 clusters Score -1151519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1151594.500000 Penalty: 4440.364258
	Iteration 18Q: 3 clusters Score -1151594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1151671.375000 Penalty: 4440.364258
	Iteration 19Q: 3 clusters Score -1151671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1151703.375000 Penalty: 4440.364258
	Iteration 20F: 3 clusters Score -1151703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1151715.000000 Penalty: 4440.364258
	Iteration 21Q: 3 clusters Score -1151715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1151726.000000 Penalty: 4440.364258
	Iteration 22Q: 3 clusters Score -1151726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1151729.500000 Penalty: 4440.364258
	Iteration 23Q: 3 clusters Score -1151730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1151732.750000 Penalty: 4440.364258
	Iteration 24Q: 3 clusters Score -1151733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1151734.750000 Penalty: 4440.364258
	Iteration 25Q: 3 clusters Score -1151735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1151735.000000 Penalty: 4440.364258
	Iteration 26Q: 3 clusters Score -1151735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1151736.500000 Penalty: 4440.364258
	Iteration 27Q: 3 clusters Score -1151736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1151737.500000 Penalty: 4440.364258
	Iteration 28Q: 3 clusters Score -1151738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1151737.500000 Penalty: 4440.364258
	Iteration 29F: 3 clusters Score -1151738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 5543 members 
Entering Unmasked Estep 
Score: -120394040.000000 Penalty: 154999.796875
Splitting cluster 22 changes total score from -120394624.000000 to -120394040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -170490.890625 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -170490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168495.734375 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -168495.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -168819.031250 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -168819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -168899.765625 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -168899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168932.531250 Penalty: 3494.705078
	Iteration 3Q: 3 clusters Score -168932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -168955.125000 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -168955.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -168976.000000 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -168976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -168993.390625 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -168993.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -169007.625000 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -169007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -169022.250000 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -169022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -169040.109375 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -169040.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -169063.875000 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -169063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -169078.093750 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -169078.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -169092.375000 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -169092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169103.609375 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -169103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -169104.546875 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -169104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -169105.421875 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -169105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169106.640625 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -169106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -169106.875000 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -169106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -169106.875000 Penalty: 3494.705078
	Iteration 18F: 3 clusters Score -169106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Entering Unmasked Estep 
Score: -2950991.750000 Penalty: 2440.799072
	Iteration 0F: 2 clusters Score -2950992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2937699.000000 Penalty: 4881.598145
	Iteration 0F: 3 clusters Score -2937699 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2942165.750000 Penalty: 4881.598145
	Iteration 1F: 3 clusters Score -2942166 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2942558.000000 Penalty: 4881.598145
	Iteration 2F: 3 clusters Score -2942558 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2942892.500000 Penalty: 4881.598145
	Iteration 3Q: 3 clusters Score -2942892 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2943238.750000 Penalty: 4881.598145
	Iteration 4Q: 3 clusters Score -2943239 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2943644.250000 Penalty: 4881.598145
	Iteration 5Q: 3 clusters Score -2943644 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2944109.500000 Penalty: 4881.598145
	Iteration 6Q: 3 clusters Score -2944110 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2944697.500000 Penalty: 4881.598145
	Iteration 7F: 3 clusters Score -2944698 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2945446.500000 Penalty: 4881.598145
	Iteration 8F: 3 clusters Score -2945446 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2946255.750000 Penalty: 4881.598145
	Iteration 9F: 3 clusters Score -2946256 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2946953.750000 Penalty: 4881.598145
	Iteration 10Q: 3 clusters Score -2946954 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2947551.000000 Penalty: 4881.598145
	Iteration 11Q: 3 clusters Score -2947551 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2947996.750000 Penalty: 4881.598145
	Iteration 12Q: 3 clusters Score -2947997 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2948302.750000 Penalty: 4881.598145
	Iteration 13Q: 3 clusters Score -2948303 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2948506.750000 Penalty: 4881.598145
	Iteration 14Q: 3 clusters Score -2948507 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2948646.500000 Penalty: 4881.598145
	Iteration 15Q: 3 clusters Score -2948646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2948717.500000 Penalty: 4881.598145
	Iteration 16Q: 3 clusters Score -2948718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2948798.250000 Penalty: 4881.598145
	Iteration 17Q: 3 clusters Score -2948798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2948832.500000 Penalty: 4881.598145
	Iteration 18Q: 3 clusters Score -2948832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2948861.000000 Penalty: 4881.598145
	Iteration 19Q: 3 clusters Score -2948861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2948887.750000 Penalty: 4881.598145
	Iteration 20F: 3 clusters Score -2948888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2948905.000000 Penalty: 4881.598145
	Iteration 21Q: 3 clusters Score -2948905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2948909.750000 Penalty: 4881.598145
	Iteration 22Q: 3 clusters Score -2948910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2948912.750000 Penalty: 4881.598145
	Iteration 23Q: 3 clusters Score -2948913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2948925.250000 Penalty: 4881.598145
	Iteration 24Q: 3 clusters Score -2948925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2948932.750000 Penalty: 4881.598145
	Iteration 25Q: 3 clusters Score -2948933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2948939.250000 Penalty: 4881.598145
	Iteration 26Q: 3 clusters Score -2948939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2948938.500000 Penalty: 4881.598145
	Iteration 27Q: 3 clusters Score -2948938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2948942.250000 Penalty: 4881.598145
	Iteration 28Q: 3 clusters Score -2948942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2948946.500000 Penalty: 4881.598145
	Iteration 29Q: 3 clusters Score -2948946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2948946.000000 Penalty: 4881.598145
	Iteration 30Q: 3 clusters Score -2948946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2948949.250000 Penalty: 4881.598145
	Iteration 31Q: 3 clusters Score -2948949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2948949.250000 Penalty: 4881.598145
	Iteration 32Q: 3 clusters Score -2948949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2948949.250000 Penalty: 4881.598145
	Iteration 33Q: 3 clusters Score -2948949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2948952.750000 Penalty: 4881.598145
	Iteration 34Q: 3 clusters Score -2948953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2948954.500000 Penalty: 4881.598145
	Iteration 35Q: 3 clusters Score -2948954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2948957.250000 Penalty: 4881.598145
	Iteration 36Q: 3 clusters Score -2948957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2948957.250000 Penalty: 4881.598145
	Iteration 37F: 3 clusters Score -2948957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -1581426.875000 Penalty: 2299.665527
	Iteration 0F: 2 clusters Score -1581427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1573350.125000 Penalty: 4599.331055
	Iteration 0F: 3 clusters Score -1573350 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1575690.375000 Penalty: 4599.331055
	Iteration 1F: 3 clusters Score -1575690 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1576154.125000 Penalty: 4599.331055
	Iteration 2F: 3 clusters Score -1576154 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1576633.625000 Penalty: 4599.331055
	Iteration 3F: 3 clusters Score -1576634 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1577082.375000 Penalty: 4599.331055
	Iteration 4F: 3 clusters Score -1577082 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1577562.500000 Penalty: 4599.331055
	Iteration 5F: 3 clusters Score -1577562 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1578083.875000 Penalty: 4599.331055
	Iteration 6F: 3 clusters Score -1578084 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1578688.875000 Penalty: 4599.331055
	Iteration 7F: 3 clusters Score -1578689 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1579207.000000 Penalty: 4599.331055
	Iteration 8F: 3 clusters Score -1579207 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1579617.000000 Penalty: 4599.331055
	Iteration 9Q: 3 clusters Score -1579617 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1580006.500000 Penalty: 4599.331055
	Iteration 10Q: 3 clusters Score -1580006 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1580288.375000 Penalty: 4599.331055
	Iteration 11Q: 3 clusters Score -1580288 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1580452.625000 Penalty: 4599.331055
	Iteration 12Q: 3 clusters Score -1580453 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1580536.250000 Penalty: 4599.331055
	Iteration 13Q: 3 clusters Score -1580536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1580576.875000 Penalty: 4599.331055
	Iteration 14Q: 3 clusters Score -1580577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1580600.500000 Penalty: 4599.331055
	Iteration 15Q: 3 clusters Score -1580600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1580616.125000 Penalty: 4599.331055
	Iteration 16Q: 3 clusters Score -1580616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1580630.750000 Penalty: 4599.331055
	Iteration 17Q: 3 clusters Score -1580631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1580640.000000 Penalty: 4599.331055
	Iteration 18Q: 3 clusters Score -1580640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1580650.750000 Penalty: 4599.331055
	Iteration 19Q: 3 clusters Score -1580651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1580658.125000 Penalty: 4599.331055
	Iteration 20F: 3 clusters Score -1580658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1580660.000000 Penalty: 4599.331055
	Iteration 21Q: 3 clusters Score -1580660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1580667.500000 Penalty: 4599.331055
	Iteration 22Q: 3 clusters Score -1580668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1580666.750000 Penalty: 4599.331055
	Iteration 23Q: 3 clusters Score -1580667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1580674.250000 Penalty: 4599.331055
	Iteration 24Q: 3 clusters Score -1580674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1580677.500000 Penalty: 4599.331055
	Iteration 25Q: 3 clusters Score -1580678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1580680.500000 Penalty: 4599.331055
	Iteration 26Q: 3 clusters Score -1580680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1580686.125000 Penalty: 4599.331055
	Iteration 27Q: 3 clusters Score -1580686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1580690.375000 Penalty: 4599.331055
	Iteration 28Q: 3 clusters Score -1580690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1580690.500000 Penalty: 4599.331055
	Iteration 29Q: 3 clusters Score -1580690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1580693.000000 Penalty: 4599.331055
	Iteration 30Q: 3 clusters Score -1580693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1580693.500000 Penalty: 4599.331055
	Iteration 31Q: 3 clusters Score -1580694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1580692.750000 Penalty: 4599.331055
	Iteration 32Q: 3 clusters Score -1580693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1580692.500000 Penalty: 4599.331055
	Iteration 33Q: 3 clusters Score -1580692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1580695.000000 Penalty: 4599.331055
	Iteration 34Q: 3 clusters Score -1580695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1580694.500000 Penalty: 4599.331055
	Iteration 35Q: 3 clusters Score -1580694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1580694.750000 Penalty: 4599.331055
	Iteration 36Q: 3 clusters Score -1580695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1580693.250000 Penalty: 4599.331055
	Iteration 37Q: 3 clusters Score -1580693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1580693.000000 Penalty: 4599.331055
	Iteration 38Q: 3 clusters Score -1580693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1580694.250000 Penalty: 4599.331055
	Iteration 39Q: 3 clusters Score -1580694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1580694.250000 Penalty: 4599.331055
	Iteration 40F: 3 clusters Score -1580694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Entering Unmasked Estep 
Score: -1512353.000000 Penalty: 2285.869629
	Iteration 0F: 2 clusters Score -1512353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1504663.625000 Penalty: 4571.739258
	Iteration 0F: 3 clusters Score -1504664 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1507100.625000 Penalty: 4571.739258
	Iteration 1F: 3 clusters Score -1507101 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1507542.250000 Penalty: 4571.739258
	Iteration 2F: 3 clusters Score -1507542 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1507873.250000 Penalty: 4571.739258
	Iteration 3F: 3 clusters Score -1507873 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1508167.750000 Penalty: 4571.739258
	Iteration 4Q: 3 clusters Score -1508168 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1508485.625000 Penalty: 4571.739258
	Iteration 5Q: 3 clusters Score -1508486 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1508839.750000 Penalty: 4571.739258
	Iteration 6Q: 3 clusters Score -1508840 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1509213.750000 Penalty: 4571.739258
	Iteration 7Q: 3 clusters Score -1509214 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1509540.125000 Penalty: 4571.739258
	Iteration 8Q: 3 clusters Score -1509540 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1509865.000000 Penalty: 4571.739258
	Iteration 9Q: 3 clusters Score -1509865 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1510222.000000 Penalty: 4571.739258
	Iteration 10Q: 3 clusters Score -1510222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1510606.375000 Penalty: 4571.739258
	Iteration 11Q: 3 clusters Score -1510606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1511014.375000 Penalty: 4571.739258
	Iteration 12Q: 3 clusters Score -1511014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1511379.875000 Penalty: 4571.739258
	Iteration 13Q: 3 clusters Score -1511380 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1511671.000000 Penalty: 4571.739258
	Iteration 14Q: 3 clusters Score -1511671 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1511917.375000 Penalty: 4571.739258
	Iteration 15Q: 3 clusters Score -1511917 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1512110.500000 Penalty: 4571.739258
	Iteration 16Q: 3 clusters Score -1512110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1512232.750000 Penalty: 4571.739258
	Iteration 17Q: 3 clusters Score -1512233 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1512292.875000 Penalty: 4571.739258
	Iteration 18Q: 3 clusters Score -1512293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1512336.875000 Penalty: 4571.739258
	Iteration 19Q: 3 clusters Score -1512337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1512378.625000 Penalty: 4571.739258
	Iteration 20F: 3 clusters Score -1512379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1512425.500000 Penalty: 4571.739258
	Iteration 21Q: 3 clusters Score -1512426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1512489.500000 Penalty: 4571.739258
	Iteration 22Q: 3 clusters Score -1512490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1512575.250000 Penalty: 4571.739258
	Iteration 23Q: 3 clusters Score -1512575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1512656.875000 Penalty: 4571.739258
	Iteration 24Q: 3 clusters Score -1512657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1512724.875000 Penalty: 4571.739258
	Iteration 25Q: 3 clusters Score -1512725 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1512773.000000 Penalty: 4571.739258
	Iteration 26Q: 3 clusters Score -1512773 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1512813.750000 Penalty: 4571.739258
	Iteration 27Q: 3 clusters Score -1512814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1512837.750000 Penalty: 4571.739258
	Iteration 28Q: 3 clusters Score -1512838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1512854.000000 Penalty: 4571.739258
	Iteration 29Q: 3 clusters Score -1512854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1512865.625000 Penalty: 4571.739258
	Iteration 30Q: 3 clusters Score -1512866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1512873.000000 Penalty: 4571.739258
	Iteration 31Q: 3 clusters Score -1512873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1512883.125000 Penalty: 4571.739258
	Iteration 32Q: 3 clusters Score -1512883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1512878.125000 Penalty: 4571.739258
	Iteration 33Q: 3 clusters Score -1512878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1512885.625000 Penalty: 4571.739258
	Iteration 34Q: 3 clusters Score -1512886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1512885.000000 Penalty: 4571.739258
	Iteration 35Q: 3 clusters Score -1512885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1512889.750000 Penalty: 4571.739258
	Iteration 36Q: 3 clusters Score -1512890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1512888.625000 Penalty: 4571.739258
	Iteration 37Q: 3 clusters Score -1512889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1512892.250000 Penalty: 4571.739258
	Iteration 38Q: 3 clusters Score -1512892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1512890.500000 Penalty: 4571.739258
	Iteration 39Q: 3 clusters Score -1512890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1512892.500000 Penalty: 4571.739258
	Iteration 40F: 3 clusters Score -1512892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1512893.625000 Penalty: 4571.739258
	Iteration 41Q: 3 clusters Score -1512894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1512893.375000 Penalty: 4571.739258
	Iteration 42Q: 3 clusters Score -1512893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1512893.625000 Penalty: 4571.739258
	Iteration 43Q: 3 clusters Score -1512894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1512894.250000 Penalty: 4571.739258
	Iteration 44Q: 3 clusters Score -1512894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1512894.250000 Penalty: 4571.739258
	Iteration 45F: 3 clusters Score -1512894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 6102 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 16383 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 3967 members 
Entering Unmasked Estep 
Score: -120393784.000000 Penalty: 154999.796875
Splitting cluster 26 changes total score from -120394624.000000 to -120393784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -35623.398438 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -35623.4 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 138 members 
Entering Unmasked Estep 
Score: -34461.457031 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -34461.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34588.347656 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -34588.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34624.429688 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -34624.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34651.878906 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -34651.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34652.929688 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -34652.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34652.929688 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -34652.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Entering Unmasked Estep 
Score: -10179786.000000 Penalty: 2749.657471
	Iteration 0F: 2 clusters Score -1.017979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -10135945.000000 Penalty: 5499.314941
	Iteration 0F: 3 clusters Score -1.013594e+07 nChanged 30294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -10153182.000000 Penalty: 5499.314941
	Iteration 1F: 3 clusters Score -1.015318e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -10153960.000000 Penalty: 5499.314941
	Iteration 2Q: 3 clusters Score -1.015396e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -10154617.000000 Penalty: 5499.314941
	Iteration 3Q: 3 clusters Score -1.015462e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -10155390.000000 Penalty: 5499.314941
	Iteration 4Q: 3 clusters Score -1.015539e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -10156158.000000 Penalty: 5499.314941
	Iteration 5Q: 3 clusters Score -1.015616e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -10157013.000000 Penalty: 5499.314941
	Iteration 6Q: 3 clusters Score -1.015701e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -10157998.000000 Penalty: 5499.314941
	Iteration 7Q: 3 clusters Score -1.0158e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -10158877.000000 Penalty: 5499.314941
	Iteration 8Q: 3 clusters Score -1.015888e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -10159962.000000 Penalty: 5499.314941
	Iteration 9Q: 3 clusters Score -1.015996e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -10161229.000000 Penalty: 5499.314941
	Iteration 10Q: 3 clusters Score -1.016123e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -10162451.000000 Penalty: 5499.314941
	Iteration 11Q: 3 clusters Score -1.016245e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -10163526.000000 Penalty: 5499.314941
	Iteration 12Q: 3 clusters Score -1.016353e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10164553.000000 Penalty: 5499.314941
	Iteration 13Q: 3 clusters Score -1.016455e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -10165642.000000 Penalty: 5499.314941
	Iteration 14Q: 3 clusters Score -1.016564e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -10166742.000000 Penalty: 5499.314941
	Iteration 15Q: 3 clusters Score -1.016674e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -10167846.000000 Penalty: 5499.314941
	Iteration 16Q: 3 clusters Score -1.016785e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -10169065.000000 Penalty: 5499.314941
	Iteration 17Q: 3 clusters Score -1.016906e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -10170228.000000 Penalty: 5499.314941
	Iteration 18Q: 3 clusters Score -1.017023e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -10171375.000000 Penalty: 5499.314941
	Iteration 19Q: 3 clusters Score -1.017138e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -10172564.000000 Penalty: 5499.314941
	Iteration 20F: 3 clusters Score -1.017256e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -10173475.000000 Penalty: 5499.314941
	Iteration 21Q: 3 clusters Score -1.017348e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -10174291.000000 Penalty: 5499.314941
	Iteration 22Q: 3 clusters Score -1.017429e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -10174968.000000 Penalty: 5499.314941
	Iteration 23Q: 3 clusters Score -1.017497e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -10175495.000000 Penalty: 5499.314941
	Iteration 24Q: 3 clusters Score -1.01755e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -10176024.000000 Penalty: 5499.314941
	Iteration 25Q: 3 clusters Score -1.017602e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -10176365.000000 Penalty: 5499.314941
	Iteration 26Q: 3 clusters Score -1.017636e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -10176709.000000 Penalty: 5499.314941
	Iteration 27Q: 3 clusters Score -1.017671e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -10176944.000000 Penalty: 5499.314941
	Iteration 28Q: 3 clusters Score -1.017694e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -10177104.000000 Penalty: 5499.314941
	Iteration 29Q: 3 clusters Score -1.01771e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -10177213.000000 Penalty: 5499.314941
	Iteration 30Q: 3 clusters Score -1.017721e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -10177348.000000 Penalty: 5499.314941
	Iteration 31Q: 3 clusters Score -1.017735e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -10177477.000000 Penalty: 5499.314941
	Iteration 32Q: 3 clusters Score -1.017748e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -10177541.000000 Penalty: 5499.314941
	Iteration 33Q: 3 clusters Score -1.017754e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -10177601.000000 Penalty: 5499.314941
	Iteration 34Q: 3 clusters Score -1.01776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -10177599.000000 Penalty: 5499.314941
	Iteration 35Q: 3 clusters Score -1.01776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -10177626.000000 Penalty: 5499.314941
	Iteration 36Q: 3 clusters Score -1.017763e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -10177629.000000 Penalty: 5499.314941
	Iteration 37Q: 3 clusters Score -1.017763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10177639.000000 Penalty: 5499.314941
	Iteration 38Q: 3 clusters Score -1.017764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -10177682.000000 Penalty: 5499.314941
	Iteration 39Q: 3 clusters Score -1.017768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -10177683.000000 Penalty: 5499.314941
	Iteration 40F: 3 clusters Score -1.017768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -10177675.000000 Penalty: 5499.314941
	Iteration 41Q: 3 clusters Score -1.017768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -10177689.000000 Penalty: 5499.314941
	Iteration 42Q: 3 clusters Score -1.017769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -10177687.000000 Penalty: 5499.314941
	Iteration 43Q: 3 clusters Score -1.017769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -10177695.000000 Penalty: 5499.314941
	Iteration 44Q: 3 clusters Score -1.01777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -10177706.000000 Penalty: 5499.314941
	Iteration 45Q: 3 clusters Score -1.017771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -10177714.000000 Penalty: 5499.314941
	Iteration 46Q: 3 clusters Score -1.017771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -10177718.000000 Penalty: 5499.314941
	Iteration 47Q: 3 clusters Score -1.017772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -10177734.000000 Penalty: 5499.314941
	Iteration 48Q: 3 clusters Score -1.017773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5499.314941
	Iteration 49Q: 3 clusters Score -1.017775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -10177755.000000 Penalty: 5499.314941
	Iteration 50Q: 3 clusters Score -1.017776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -10177756.000000 Penalty: 5499.314941
	Iteration 51Q: 3 clusters Score -1.017776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -10177758.000000 Penalty: 5499.314941
	Iteration 52Q: 3 clusters Score -1.017776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -10177750.000000 Penalty: 5499.314941
	Iteration 53Q: 3 clusters Score -1.017775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -10177745.000000 Penalty: 5499.314941
	Iteration 54Q: 3 clusters Score -1.017774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5499.314941
	Iteration 55Q: 3 clusters Score -1.017775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -10177755.000000 Penalty: 5499.314941
	Iteration 56Q: 3 clusters Score -1.017776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -10177752.000000 Penalty: 5499.314941
	Iteration 57Q: 3 clusters Score -1.017775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -10177751.000000 Penalty: 5499.314941
	Iteration 58Q: 3 clusters Score -1.017775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -10177759.000000 Penalty: 5499.314941
	Iteration 59Q: 3 clusters Score -1.017776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -10177766.000000 Penalty: 5499.314941
	Iteration 60F: 3 clusters Score -1.017777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -10177763.000000 Penalty: 5499.314941
	Iteration 61Q: 3 clusters Score -1.017776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -10177763.000000 Penalty: 5499.314941
	Iteration 62Q: 3 clusters Score -1.017776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -10177778.000000 Penalty: 5499.314941
	Iteration 63Q: 3 clusters Score -1.017778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -10177775.000000 Penalty: 5499.314941
	Iteration 64Q: 3 clusters Score -1.017778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -10177785.000000 Penalty: 5499.314941
	Iteration 65Q: 3 clusters Score -1.017778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -10177793.000000 Penalty: 5499.314941
	Iteration 66Q: 3 clusters Score -1.017779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -10177784.000000 Penalty: 5499.314941
	Iteration 67Q: 3 clusters Score -1.017778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -10177794.000000 Penalty: 5499.314941
	Iteration 68Q: 3 clusters Score -1.017779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -10177791.000000 Penalty: 5499.314941
	Iteration 69Q: 3 clusters Score -1.017779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -10177785.000000 Penalty: 5499.314941
	Iteration 70Q: 3 clusters Score -1.017778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -10177790.000000 Penalty: 5499.314941
	Iteration 71Q: 3 clusters Score -1.017779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -10177798.000000 Penalty: 5499.314941
	Iteration 72Q: 3 clusters Score -1.01778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -10177799.000000 Penalty: 5499.314941
	Iteration 73Q: 3 clusters Score -1.01778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -10177792.000000 Penalty: 5499.314941
	Iteration 74Q: 3 clusters Score -1.017779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -10177794.000000 Penalty: 5499.314941
	Iteration 75Q: 3 clusters Score -1.017779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -10177794.000000 Penalty: 5499.314941
	Iteration 76F: 3 clusters Score -1.017779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -19800.902344 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -19800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18936.375000 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -18936.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19056.601562 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19092.296875 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19092.296875 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -19092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -309267.500000 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -309267.5 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 1073 members 
Entering Unmasked Estep 
Score: -306621.156250 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -306621.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -307092.375000 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -307092.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -307227.281250 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -307227.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -307304.468750 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -307304.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -307345.968750 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -307346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -307382.593750 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -307382.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307410.156250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -307410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307431.562500 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -307431.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307444.906250 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -307444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307452.250000 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -307452.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -307461.843750 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -307461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -307465.875000 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -307465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307469.406250 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -307469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -307474.781250 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -307474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307477.468750 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -307477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -307480.125000 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -307480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -307482.625000 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -307482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307484.656250 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -307484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307484.656250 Penalty: 3782.537109
	Iteration 18F: 3 clusters Score -307484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -1210893.375000 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -1210893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1204504.375000 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -1204504 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1206582.625000 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -1206583 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1207015.625000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -1207016 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1207429.250000 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -1207429 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1207853.250000 Penalty: 4461.047852
	Iteration 4F: 3 clusters Score -1207853 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1208227.875000 Penalty: 4461.047852
	Iteration 5F: 3 clusters Score -1208228 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1208545.500000 Penalty: 4461.047852
	Iteration 6F: 3 clusters Score -1208546 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1208794.500000 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -1208794 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1209033.625000 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -1209034 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1209239.125000 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -1209239 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1209394.875000 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -1209395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1209500.500000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -1209500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1209570.625000 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -1209571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1209623.750000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -1209624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1209669.875000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -1209670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1209704.375000 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -1209704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1209732.375000 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -1209732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1209745.500000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -1209746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1209760.375000 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -1209760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1209767.375000 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -1209767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1209781.375000 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -1209781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1209784.000000 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -1209784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1209790.250000 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -1209790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1209791.750000 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -1209792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1209792.625000 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -1209793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1209793.125000 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -1209793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1209794.500000 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -1209794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1209796.625000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -1209797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1209797.375000 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -1209797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1209796.625000 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -1209797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1209798.750000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -1209799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1209801.250000 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -1209801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1209798.625000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -1209799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1209799.125000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -1209799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1209799.125000 Penalty: 4461.047852
	Iteration 34F: 3 clusters Score -1209799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (45464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Entering Unmasked Estep 
Score: -7063077.000000 Penalty: 2659.719727
	Iteration 0F: 2 clusters Score -7063077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -7032363.500000 Penalty: 5319.439453
	Iteration 0F: 3 clusters Score -7032364 nChanged 20928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -7044319.000000 Penalty: 5319.439453
	Iteration 1F: 3 clusters Score -7044319 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7045070.000000 Penalty: 5319.439453
	Iteration 2Q: 3 clusters Score -7045070 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -7045712.500000 Penalty: 5319.439453
	Iteration 3Q: 3 clusters Score -7045712 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -7046378.500000 Penalty: 5319.439453
	Iteration 4Q: 3 clusters Score -7046378 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7047030.500000 Penalty: 5319.439453
	Iteration 5Q: 3 clusters Score -7047030 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -7047698.000000 Penalty: 5319.439453
	Iteration 6Q: 3 clusters Score -7047698 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -7048316.500000 Penalty: 5319.439453
	Iteration 7Q: 3 clusters Score -7048316 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -7048931.500000 Penalty: 5319.439453
	Iteration 8Q: 3 clusters Score -7048932 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7049551.500000 Penalty: 5319.439453
	Iteration 9Q: 3 clusters Score -7049552 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -7050223.500000 Penalty: 5319.439453
	Iteration 10Q: 3 clusters Score -7050224 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -7051042.500000 Penalty: 5319.439453
	Iteration 11Q: 3 clusters Score -7051042 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7051963.500000 Penalty: 5319.439453
	Iteration 12Q: 3 clusters Score -7051964 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -7053109.000000 Penalty: 5319.439453
	Iteration 13Q: 3 clusters Score -7053109 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -7054366.000000 Penalty: 5319.439453
	Iteration 14Q: 3 clusters Score -7054366 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7055808.000000 Penalty: 5319.439453
	Iteration 15Q: 3 clusters Score -7055808 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -7057238.000000 Penalty: 5319.439453
	Iteration 16Q: 3 clusters Score -7057238 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7058490.500000 Penalty: 5319.439453
	Iteration 17Q: 3 clusters Score -7058490 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -7059366.000000 Penalty: 5319.439453
	Iteration 18Q: 3 clusters Score -7059366 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -7059979.000000 Penalty: 5319.439453
	Iteration 19Q: 3 clusters Score -7059979 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -7060329.500000 Penalty: 5319.439453
	Iteration 20F: 3 clusters Score -7060330 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -7060520.000000 Penalty: 5319.439453
	Iteration 21Q: 3 clusters Score -7060520 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -7060614.500000 Penalty: 5319.439453
	Iteration 22Q: 3 clusters Score -7060614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -7060712.500000 Penalty: 5319.439453
	Iteration 23Q: 3 clusters Score -7060712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -7060746.500000 Penalty: 5319.439453
	Iteration 24Q: 3 clusters Score -7060746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -7060766.000000 Penalty: 5319.439453
	Iteration 25Q: 3 clusters Score -7060766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -7060791.000000 Penalty: 5319.439453
	Iteration 26Q: 3 clusters Score -7060791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -7060837.500000 Penalty: 5319.439453
	Iteration 27Q: 3 clusters Score -7060838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -7060872.000000 Penalty: 5319.439453
	Iteration 28Q: 3 clusters Score -7060872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -7060873.000000 Penalty: 5319.439453
	Iteration 29Q: 3 clusters Score -7060873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -7060873.000000 Penalty: 5319.439453
	Iteration 30Q: 3 clusters Score -7060873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -7060878.000000 Penalty: 5319.439453
	Iteration 31Q: 3 clusters Score -7060878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -7060884.500000 Penalty: 5319.439453
	Iteration 32Q: 3 clusters Score -7060884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -7060886.500000 Penalty: 5319.439453
	Iteration 33Q: 3 clusters Score -7060886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -7060898.500000 Penalty: 5319.439453
	Iteration 34Q: 3 clusters Score -7060898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7060900.000000 Penalty: 5319.439453
	Iteration 35Q: 3 clusters Score -7060900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -7060904.500000 Penalty: 5319.439453
	Iteration 36Q: 3 clusters Score -7060904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -7060912.000000 Penalty: 5319.439453
	Iteration 37Q: 3 clusters Score -7060912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7060911.500000 Penalty: 5319.439453
	Iteration 38Q: 3 clusters Score -7060912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7060911.500000 Penalty: 5319.439453
	Iteration 39F: 3 clusters Score -7060912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Entering Unmasked Estep 
Score: -5997466.000000 Penalty: 2619.316162
	Iteration 0F: 2 clusters Score -5997466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5971219.500000 Penalty: 5238.632324
	Iteration 0F: 3 clusters Score -5971220 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5981141.000000 Penalty: 5238.632324
	Iteration 1F: 3 clusters Score -5981141 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5981755.000000 Penalty: 5238.632324
	Iteration 2Q: 3 clusters Score -5981755 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -5982368.000000 Penalty: 5238.632324
	Iteration 3Q: 3 clusters Score -5982368 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5983001.000000 Penalty: 5238.632324
	Iteration 4Q: 3 clusters Score -5983001 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5983785.500000 Penalty: 5238.632324
	Iteration 5Q: 3 clusters Score -5983786 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -5984734.500000 Penalty: 5238.632324
	Iteration 6Q: 3 clusters Score -5984734 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5985863.000000 Penalty: 5238.632324
	Iteration 7F: 3 clusters Score -5985863 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5987324.500000 Penalty: 5238.632324
	Iteration 8F: 3 clusters Score -5987324 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -5988977.000000 Penalty: 5238.632324
	Iteration 9F: 3 clusters Score -5988977 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5990772.000000 Penalty: 5238.632324
	Iteration 10F: 3 clusters Score -5990772 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5992553.500000 Penalty: 5238.632324
	Iteration 11F: 3 clusters Score -5992554 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5993842.000000 Penalty: 5238.632324
	Iteration 12Q: 3 clusters Score -5993842 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5994594.500000 Penalty: 5238.632324
	Iteration 13Q: 3 clusters Score -5994594 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -5995019.500000 Penalty: 5238.632324
	Iteration 14Q: 3 clusters Score -5995020 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5995215.000000 Penalty: 5238.632324
	Iteration 15Q: 3 clusters Score -5995215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5995294.500000 Penalty: 5238.632324
	Iteration 16Q: 3 clusters Score -5995294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5995352.000000 Penalty: 5238.632324
	Iteration 17Q: 3 clusters Score -5995352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5995400.500000 Penalty: 5238.632324
	Iteration 18Q: 3 clusters Score -5995400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -5995429.500000 Penalty: 5238.632324
	Iteration 19Q: 3 clusters Score -5995430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5995458.500000 Penalty: 5238.632324
	Iteration 20F: 3 clusters Score -5995458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5995475.000000 Penalty: 5238.632324
	Iteration 21Q: 3 clusters Score -5995475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5995487.000000 Penalty: 5238.632324
	Iteration 22Q: 3 clusters Score -5995487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5995486.500000 Penalty: 5238.632324
	Iteration 23Q: 3 clusters Score -5995486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5995494.500000 Penalty: 5238.632324
	Iteration 24Q: 3 clusters Score -5995494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5995503.500000 Penalty: 5238.632324
	Iteration 25Q: 3 clusters Score -5995504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5995498.000000 Penalty: 5238.632324
	Iteration 26Q: 3 clusters Score -5995498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5995500.000000 Penalty: 5238.632324
	Iteration 27Q: 3 clusters Score -5995500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -5995504.000000 Penalty: 5238.632324
	Iteration 28Q: 3 clusters Score -5995504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -5995507.000000 Penalty: 5238.632324
	Iteration 29Q: 3 clusters Score -5995507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5995512.500000 Penalty: 5238.632324
	Iteration 30Q: 3 clusters Score -5995512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5995519.000000 Penalty: 5238.632324
	Iteration 31Q: 3 clusters Score -5995519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5995521.000000 Penalty: 5238.632324
	Iteration 32Q: 3 clusters Score -5995521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5995523.500000 Penalty: 5238.632324
	Iteration 33Q: 3 clusters Score -5995524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -5995534.500000 Penalty: 5238.632324
	Iteration 34Q: 3 clusters Score -5995534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -5995536.500000 Penalty: 5238.632324
	Iteration 35Q: 3 clusters Score -5995536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -5995539.500000 Penalty: 5238.632324
	Iteration 36Q: 3 clusters Score -5995540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5995537.500000 Penalty: 5238.632324
	Iteration 37Q: 3 clusters Score -5995538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5995532.000000 Penalty: 5238.632324
	Iteration 38Q: 3 clusters Score -5995532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5995531.500000 Penalty: 5238.632324
	Iteration 39Q: 3 clusters Score -5995532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5995531.500000 Penalty: 5238.632324
	Iteration 40F: 3 clusters Score -5995532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -1761639.875000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -1761640 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 5347 members 
Entering Unmasked Estep 
Score: -1753515.625000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -1753516 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1755834.625000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -1755835 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1756069.125000 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -1756069 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1756262.625000 Penalty: 4599.191895
	Iteration 3Q: 3 clusters Score -1756263 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1756399.875000 Penalty: 4599.191895
	Iteration 4Q: 3 clusters Score -1756400 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1756519.250000 Penalty: 4599.191895
	Iteration 5Q: 3 clusters Score -1756519 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1756609.250000 Penalty: 4599.191895
	Iteration 6Q: 3 clusters Score -1756609 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1756694.000000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -1756694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1756767.875000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -1756768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1756847.000000 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -1756847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1756934.125000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -1756934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1757059.000000 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -1757059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1757185.250000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -1757185 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1757340.125000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -1757340 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1757538.250000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -1757538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1757782.250000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -1757782 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1758065.625000 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -1758066 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1758376.500000 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -1758376 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1758666.000000 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -1758666 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1758915.750000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -1758916 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1759097.250000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -1759097 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1759239.250000 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -1759239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1759371.625000 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -1759372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1759462.375000 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -1759462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1759504.750000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -1759505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1759541.500000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -1759542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1759564.250000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -1759564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1759586.375000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -1759586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1759596.750000 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -1759597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1759604.750000 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -1759605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1759609.000000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -1759609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1759609.000000 Penalty: 4599.191895
	Iteration 31F: 3 clusters Score -1759609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Entering Unmasked Estep 
Score: -2420681.250000 Penalty: 2406.591797
	Iteration 0F: 2 clusters Score -2420681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2409058.500000 Penalty: 4813.183594
	Iteration 0F: 3 clusters Score -2409058 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2413200.500000 Penalty: 4813.183594
	Iteration 1F: 3 clusters Score -2413200 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2414100.750000 Penalty: 4813.183594
	Iteration 2F: 3 clusters Score -2414101 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2415238.000000 Penalty: 4813.183594
	Iteration 3F: 3 clusters Score -2415238 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2416540.750000 Penalty: 4813.183594
	Iteration 4F: 3 clusters Score -2416541 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2417614.500000 Penalty: 4813.183594
	Iteration 5F: 3 clusters Score -2417614 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2418375.000000 Penalty: 4813.183594
	Iteration 6F: 3 clusters Score -2418375 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2418833.000000 Penalty: 4813.183594
	Iteration 7Q: 3 clusters Score -2418833 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2419101.500000 Penalty: 4813.183594
	Iteration 8Q: 3 clusters Score -2419102 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2419327.250000 Penalty: 4813.183594
	Iteration 9Q: 3 clusters Score -2419327 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2419536.500000 Penalty: 4813.183594
	Iteration 10Q: 3 clusters Score -2419536 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2419734.750000 Penalty: 4813.183594
	Iteration 11Q: 3 clusters Score -2419735 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2419900.500000 Penalty: 4813.183594
	Iteration 12Q: 3 clusters Score -2419900 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2420011.250000 Penalty: 4813.183594
	Iteration 13Q: 3 clusters Score -2420011 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2420094.500000 Penalty: 4813.183594
	Iteration 14Q: 3 clusters Score -2420094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2420188.250000 Penalty: 4813.183594
	Iteration 15Q: 3 clusters Score -2420188 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2420291.500000 Penalty: 4813.183594
	Iteration 16Q: 3 clusters Score -2420292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2420413.000000 Penalty: 4813.183594
	Iteration 17Q: 3 clusters Score -2420413 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2420547.500000 Penalty: 4813.183594
	Iteration 18Q: 3 clusters Score -2420548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2420684.500000 Penalty: 4813.183594
	Iteration 19Q: 3 clusters Score -2420684 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2420779.250000 Penalty: 4813.183594
	Iteration 20F: 3 clusters Score -2420779 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2420855.000000 Penalty: 4813.183594
	Iteration 21Q: 3 clusters Score -2420855 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2420907.000000 Penalty: 4813.183594
	Iteration 22Q: 3 clusters Score -2420907 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2420960.500000 Penalty: 4813.183594
	Iteration 23Q: 3 clusters Score -2420960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2421003.250000 Penalty: 4813.183594
	Iteration 24Q: 3 clusters Score -2421003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2421042.000000 Penalty: 4813.183594
	Iteration 25Q: 3 clusters Score -2421042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2421073.750000 Penalty: 4813.183594
	Iteration 26Q: 3 clusters Score -2421074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2421095.750000 Penalty: 4813.183594
	Iteration 27Q: 3 clusters Score -2421096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2421118.250000 Penalty: 4813.183594
	Iteration 28Q: 3 clusters Score -2421118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2421156.250000 Penalty: 4813.183594
	Iteration 29Q: 3 clusters Score -2421156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2421179.750000 Penalty: 4813.183594
	Iteration 30Q: 3 clusters Score -2421180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2421204.500000 Penalty: 4813.183594
	Iteration 31Q: 3 clusters Score -2421204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2421230.250000 Penalty: 4813.183594
	Iteration 32Q: 3 clusters Score -2421230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2421273.250000 Penalty: 4813.183594
	Iteration 33Q: 3 clusters Score -2421273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2421294.250000 Penalty: 4813.183594
	Iteration 34Q: 3 clusters Score -2421294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2421308.000000 Penalty: 4813.183594
	Iteration 35Q: 3 clusters Score -2421308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2421328.500000 Penalty: 4813.183594
	Iteration 36Q: 3 clusters Score -2421328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2421341.750000 Penalty: 4813.183594
	Iteration 37Q: 3 clusters Score -2421342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2421349.250000 Penalty: 4813.183594
	Iteration 38Q: 3 clusters Score -2421349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2421358.250000 Penalty: 4813.183594
	Iteration 39Q: 3 clusters Score -2421358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2421363.500000 Penalty: 4813.183594
	Iteration 40F: 3 clusters Score -2421364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2421371.000000 Penalty: 4813.183594
	Iteration 41Q: 3 clusters Score -2421371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2421374.000000 Penalty: 4813.183594
	Iteration 42Q: 3 clusters Score -2421374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2421378.250000 Penalty: 4813.183594
	Iteration 43Q: 3 clusters Score -2421378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2421376.500000 Penalty: 4813.183594
	Iteration 44Q: 3 clusters Score -2421376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2421380.250000 Penalty: 4813.183594
	Iteration 45Q: 3 clusters Score -2421380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2421383.000000 Penalty: 4813.183594
	Iteration 46Q: 3 clusters Score -2421383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2421388.250000 Penalty: 4813.183594
	Iteration 47Q: 3 clusters Score -2421388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2421396.500000 Penalty: 4813.183594
	Iteration 48Q: 3 clusters Score -2421396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2421393.000000 Penalty: 4813.183594
	Iteration 49Q: 3 clusters Score -2421393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2421393.000000 Penalty: 4813.183594
	Iteration 50Q: 3 clusters Score -2421393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2421398.750000 Penalty: 4813.183594
	Iteration 51Q: 3 clusters Score -2421399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2421397.500000 Penalty: 4813.183594
	Iteration 52Q: 3 clusters Score -2421398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2421394.000000 Penalty: 4813.183594
	Iteration 53Q: 3 clusters Score -2421394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2421397.500000 Penalty: 4813.183594
	Iteration 54Q: 3 clusters Score -2421398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2421399.750000 Penalty: 4813.183594
	Iteration 55Q: 3 clusters Score -2421400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2421397.000000 Penalty: 4813.183594
	Iteration 56Q: 3 clusters Score -2421397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2421401.250000 Penalty: 4813.183594
	Iteration 57Q: 3 clusters Score -2421401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2421398.000000 Penalty: 4813.183594
	Iteration 58Q: 3 clusters Score -2421398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2421406.000000 Penalty: 4813.183594
	Iteration 59Q: 3 clusters Score -2421406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2421409.500000 Penalty: 4813.183594
	Iteration 60F: 3 clusters Score -2421410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2421412.500000 Penalty: 4813.183594
	Iteration 61Q: 3 clusters Score -2421412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2421412.500000 Penalty: 4813.183594
	Iteration 62Q: 3 clusters Score -2421412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2421413.250000 Penalty: 4813.183594
	Iteration 63Q: 3 clusters Score -2421413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2421419.000000 Penalty: 4813.183594
	Iteration 64Q: 3 clusters Score -2421419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2421417.000000 Penalty: 4813.183594
	Iteration 65Q: 3 clusters Score -2421417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2421421.000000 Penalty: 4813.183594
	Iteration 66Q: 3 clusters Score -2421421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2421420.250000 Penalty: 4813.183594
	Iteration 67Q: 3 clusters Score -2421420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2421414.250000 Penalty: 4813.183594
	Iteration 68Q: 3 clusters Score -2421414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2421414.000000 Penalty: 4813.183594
	Iteration 69Q: 3 clusters Score -2421414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2421414.000000 Penalty: 4813.183594
	Iteration 70F: 3 clusters Score -2421414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 63535 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 103915 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 19699 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 120336 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 56667 members 
Mstep: Class 21 contains 10301 members 
Mstep: Class 22 contains 7726 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 18806 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 10069 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 65338 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 2051 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 38629 members 
Mstep: Class 34 contains 10642 members 
Mstep: Class 35 contains 6778 members 
Mstep: Class 36 contains 5816 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 27733 members 
Mstep: Class 42 contains 976 members 
Mstep: Class 43 contains 426 members 
Mstep: Class 44 contains 1474 members 
Mstep: Class 45 contains 8093 members 
Mstep: Class 46 contains 9605 members 
Entering Unmasked Estep 
Score: -120394408.000000 Penalty: 154999.796875
Splitting cluster 35 changes total score from -120394624.000000 to -120394408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -869283.312500 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -869283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -864313.687500 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -864313.7 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -865642.562500 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -865642.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -865965.812500 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -865965.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -866187.875000 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -866187.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -866369.000000 Penalty: 4299.510742
	Iteration 4Q: 3 clusters Score -866369 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -866538.375000 Penalty: 4299.510742
	Iteration 5Q: 3 clusters Score -866538.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -866697.437500 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -866697.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -866844.375000 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -866844.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -866949.187500 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -866949.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -867049.625000 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -867049.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -867152.750000 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -867152.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -867243.250000 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -867243.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -867317.375000 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -867317.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -867392.187500 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -867392.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -867478.812500 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -867478.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -867575.187500 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -867575.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -867692.562500 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -867692.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -867830.750000 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -867830.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -867982.812500 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -867982.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -868169.125000 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -868169.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -868396.937500 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -868396.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -868663.000000 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -868663 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -868892.812500 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -868892.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -869073.375000 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -869073.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -869195.125000 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -869195.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -869231.000000 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -869231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -869240.937500 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -869240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -869244.437500 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -869244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -869244.750000 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -869244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -869245.250000 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -869245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -869247.937500 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -869247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -869247.187500 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -869247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -869247.187500 Penalty: 4299.510742
	Iteration 32F: 3 clusters Score -869247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -48612.046875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -48612.05 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 156 members 
Entering Unmasked Estep 
Score: -47264.054688 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -47264.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47377.460938 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -47377.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47424.609375 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -47424.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47437.175781 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -47437.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47451.035156 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -47451.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47459.195312 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -47459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47460.949219 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -47460.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47460.949219 Penalty: 2904.115723
	Iteration 7F: 3 clusters Score -47460.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -140955.265625 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -140955.3 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 500 members 
Entering Unmasked Estep 
Score: -139049.390625 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -139049.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -139363.343750 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -139363.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139459.109375 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -139459.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139537.250000 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -139537.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139582.421875 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -139582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139611.000000 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -139611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -139647.750000 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -139647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139689.250000 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -139689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139741.750000 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -139741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -139788.906250 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -139788.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139822.437500 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -139822.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -139862.359375 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -139862.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139905.640625 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -139905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139918.890625 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -139918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139926.937500 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -139926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139938.015625 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -139938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -139959.734375 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -139959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -140004.046875 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -140004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -140029.453125 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -140029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140041.578125 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -140041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140048.640625 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -140048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140053.390625 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -140053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140054.562500 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -140054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140056.250000 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -140056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140056.812500 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -140056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140057.578125 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -140057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140057.578125 Penalty: 3430.198730
	Iteration 26F: 3 clusters Score -140057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1528907.000000 Penalty: 2295.697021
	Iteration 0F: 2 clusters Score -1528907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1520918.500000 Penalty: 4591.394043
	Iteration 0F: 3 clusters Score -1520918 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1523484.750000 Penalty: 4591.394043
	Iteration 1F: 3 clusters Score -1523485 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1524091.125000 Penalty: 4591.394043
	Iteration 2F: 3 clusters Score -1524091 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1524709.750000 Penalty: 4591.394043
	Iteration 3F: 3 clusters Score -1524710 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1525315.875000 Penalty: 4591.394043
	Iteration 4F: 3 clusters Score -1525316 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1525848.375000 Penalty: 4591.394043
	Iteration 5F: 3 clusters Score -1525848 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1526307.125000 Penalty: 4591.394043
	Iteration 6F: 3 clusters Score -1526307 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1526696.250000 Penalty: 4591.394043
	Iteration 7Q: 3 clusters Score -1526696 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1527025.875000 Penalty: 4591.394043
	Iteration 8Q: 3 clusters Score -1527026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1527194.000000 Penalty: 4591.394043
	Iteration 9Q: 3 clusters Score -1527194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1527319.750000 Penalty: 4591.394043
	Iteration 10Q: 3 clusters Score -1527320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1527391.500000 Penalty: 4591.394043
	Iteration 11Q: 3 clusters Score -1527392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1527458.125000 Penalty: 4591.394043
	Iteration 12Q: 3 clusters Score -1527458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1527514.125000 Penalty: 4591.394043
	Iteration 13Q: 3 clusters Score -1527514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1527563.000000 Penalty: 4591.394043
	Iteration 14Q: 3 clusters Score -1527563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1527597.500000 Penalty: 4591.394043
	Iteration 15Q: 3 clusters Score -1527598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1527623.250000 Penalty: 4591.394043
	Iteration 16Q: 3 clusters Score -1527623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1527647.125000 Penalty: 4591.394043
	Iteration 17Q: 3 clusters Score -1527647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1527672.125000 Penalty: 4591.394043
	Iteration 18Q: 3 clusters Score -1527672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1527697.000000 Penalty: 4591.394043
	Iteration 19Q: 3 clusters Score -1527697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1527706.000000 Penalty: 4591.394043
	Iteration 20F: 3 clusters Score -1527706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1527720.750000 Penalty: 4591.394043
	Iteration 21Q: 3 clusters Score -1527721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1527722.375000 Penalty: 4591.394043
	Iteration 22Q: 3 clusters Score -1527722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1527722.250000 Penalty: 4591.394043
	Iteration 23Q: 3 clusters Score -1527722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1527723.375000 Penalty: 4591.394043
	Iteration 24Q: 3 clusters Score -1527723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1527727.750000 Penalty: 4591.394043
	Iteration 25Q: 3 clusters Score -1527728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1527730.500000 Penalty: 4591.394043
	Iteration 26Q: 3 clusters Score -1527730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1527728.750000 Penalty: 4591.394043
	Iteration 27Q: 3 clusters Score -1527729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1527728.000000 Penalty: 4591.394043
	Iteration 28Q: 3 clusters Score -1527728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1527727.500000 Penalty: 4591.394043
	Iteration 29Q: 3 clusters Score -1527728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1527729.000000 Penalty: 4591.394043
	Iteration 30Q: 3 clusters Score -1527729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1527730.125000 Penalty: 4591.394043
	Iteration 31Q: 3 clusters Score -1527730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1527728.750000 Penalty: 4591.394043
	Iteration 32Q: 3 clusters Score -1527729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1527733.875000 Penalty: 4591.394043
	Iteration 33Q: 3 clusters Score -1527734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1527739.875000 Penalty: 4591.394043
	Iteration 34Q: 3 clusters Score -1527740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1527739.000000 Penalty: 4591.394043
	Iteration 35Q: 3 clusters Score -1527739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1527738.375000 Penalty: 4591.394043
	Iteration 36Q: 3 clusters Score -1527738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1527740.875000 Penalty: 4591.394043
	Iteration 37Q: 3 clusters Score -1527741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1527740.250000 Penalty: 4591.394043
	Iteration 38Q: 3 clusters Score -1527740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1527741.750000 Penalty: 4591.394043
	Iteration 39Q: 3 clusters Score -1527742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1527739.875000 Penalty: 4591.394043
	Iteration 40F: 3 clusters Score -1527740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -177177.734375 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -177177.7 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 646 members 
Entering Unmasked Estep 
Score: -175127.375000 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -175127.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175460.640625 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -175460.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175535.218750 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -175535.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175568.453125 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -175568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175600.640625 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -175600.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175626.656250 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -175626.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -175666.250000 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -175666.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175692.328125 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -175692.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -175722.984375 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -175723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175747.734375 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -175747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -175774.609375 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -175774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175792.156250 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -175792.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175815.546875 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -175815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175854.140625 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -175854.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175873.734375 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -175873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175887.468750 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -175887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175898.437500 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -175898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175902.156250 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -175902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175906.343750 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -175906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175907.546875 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -175907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175908.406250 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -175908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175909.296875 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -175909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175909.296875 Penalty: 3531.740479
	Iteration 22F: 3 clusters Score -175909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Entering Unmasked Estep 
Score: -4090173.250000 Penalty: 2537.133789
	Iteration 0F: 2 clusters Score -4090173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4071178.250000 Penalty: 5074.267578
	Iteration 0F: 3 clusters Score -4071178 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4078605.250000 Penalty: 5074.267578
	Iteration 1F: 3 clusters Score -4078605 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4079744.250000 Penalty: 5074.267578
	Iteration 2F: 3 clusters Score -4079744 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4080927.750000 Penalty: 5074.267578
	Iteration 3F: 3 clusters Score -4080928 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4082157.000000 Penalty: 5074.267578
	Iteration 4F: 3 clusters Score -4082157 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4083355.750000 Penalty: 5074.267578
	Iteration 5F: 3 clusters Score -4083356 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4084420.500000 Penalty: 5074.267578
	Iteration 6F: 3 clusters Score -4084420 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4085234.250000 Penalty: 5074.267578
	Iteration 7F: 3 clusters Score -4085234 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4085875.500000 Penalty: 5074.267578
	Iteration 8Q: 3 clusters Score -4085876 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4086405.000000 Penalty: 5074.267578
	Iteration 9Q: 3 clusters Score -4086405 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4086776.000000 Penalty: 5074.267578
	Iteration 10Q: 3 clusters Score -4086776 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4087004.000000 Penalty: 5074.267578
	Iteration 11Q: 3 clusters Score -4087004 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4087148.250000 Penalty: 5074.267578
	Iteration 12Q: 3 clusters Score -4087148 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4087228.000000 Penalty: 5074.267578
	Iteration 13Q: 3 clusters Score -4087228 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4087289.000000 Penalty: 5074.267578
	Iteration 14Q: 3 clusters Score -4087289 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4087333.500000 Penalty: 5074.267578
	Iteration 15Q: 3 clusters Score -4087334 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4087368.750000 Penalty: 5074.267578
	Iteration 16Q: 3 clusters Score -4087369 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4087395.750000 Penalty: 5074.267578
	Iteration 17Q: 3 clusters Score -4087396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4087404.750000 Penalty: 5074.267578
	Iteration 18Q: 3 clusters Score -4087405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4087421.750000 Penalty: 5074.267578
	Iteration 19Q: 3 clusters Score -4087422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -4087424.250000 Penalty: 5074.267578
	Iteration 20F: 3 clusters Score -4087424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4087431.000000 Penalty: 5074.267578
	Iteration 21Q: 3 clusters Score -4087431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4087433.000000 Penalty: 5074.267578
	Iteration 22Q: 3 clusters Score -4087433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4087425.500000 Penalty: 5074.267578
	Iteration 23Q: 3 clusters Score -4087426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4087430.000000 Penalty: 5074.267578
	Iteration 24Q: 3 clusters Score -4087430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4087439.500000 Penalty: 5074.267578
	Iteration 25Q: 3 clusters Score -4087440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4087441.000000 Penalty: 5074.267578
	Iteration 26Q: 3 clusters Score -4087441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4087440.250000 Penalty: 5074.267578
	Iteration 27Q: 3 clusters Score -4087440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -4087448.000000 Penalty: 5074.267578
	Iteration 28Q: 3 clusters Score -4087448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4087463.500000 Penalty: 5074.267578
	Iteration 29Q: 3 clusters Score -4087464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4087459.250000 Penalty: 5074.267578
	Iteration 30Q: 3 clusters Score -4087459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4087465.000000 Penalty: 5074.267578
	Iteration 31Q: 3 clusters Score -4087465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4087470.000000 Penalty: 5074.267578
	Iteration 32Q: 3 clusters Score -4087470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4087467.500000 Penalty: 5074.267578
	Iteration 33Q: 3 clusters Score -4087468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -4087472.250000 Penalty: 5074.267578
	Iteration 34Q: 3 clusters Score -4087472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -4087474.500000 Penalty: 5074.267578
	Iteration 35Q: 3 clusters Score -4087474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4087473.250000 Penalty: 5074.267578
	Iteration 36Q: 3 clusters Score -4087473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4087479.500000 Penalty: 5074.267578
	Iteration 37Q: 3 clusters Score -4087480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4087485.000000 Penalty: 5074.267578
	Iteration 38Q: 3 clusters Score -4087485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4087488.500000 Penalty: 5074.267578
	Iteration 39Q: 3 clusters Score -4087488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4087488.250000 Penalty: 5074.267578
	Iteration 40F: 3 clusters Score -4087488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4087484.000000 Penalty: 5074.267578
	Iteration 41Q: 3 clusters Score -4087484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4087491.250000 Penalty: 5074.267578
	Iteration 42Q: 3 clusters Score -4087491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4087489.750000 Penalty: 5074.267578
	Iteration 43Q: 3 clusters Score -4087490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4087485.500000 Penalty: 5074.267578
	Iteration 44Q: 3 clusters Score -4087486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4087486.250000 Penalty: 5074.267578
	Iteration 45Q: 3 clusters Score -4087486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4087489.500000 Penalty: 5074.267578
	Iteration 46Q: 3 clusters Score -4087490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4087488.750000 Penalty: 5074.267578
	Iteration 47Q: 3 clusters Score -4087489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4087485.750000 Penalty: 5074.267578
	Iteration 48Q: 3 clusters Score -4087486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4087487.750000 Penalty: 5074.267578
	Iteration 49Q: 3 clusters Score -4087488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4087488.750000 Penalty: 5074.267578
	Iteration 50Q: 3 clusters Score -4087489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4087492.750000 Penalty: 5074.267578
	Iteration 51Q: 3 clusters Score -4087493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4087493.250000 Penalty: 5074.267578
	Iteration 52Q: 3 clusters Score -4087493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4087491.000000 Penalty: 5074.267578
	Iteration 53Q: 3 clusters Score -4087491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4087493.000000 Penalty: 5074.267578
	Iteration 54Q: 3 clusters Score -4087493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4087493.000000 Penalty: 5074.267578
	Iteration 55F: 3 clusters Score -4087493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -147154.031250 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -147154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145303.468750 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -145303.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145671.296875 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -145671.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145847.921875 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -145847.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -145977.765625 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -145977.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146125.437500 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -146125.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -146195.328125 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -146195.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146250.531250 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -146250.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -146284.421875 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -146284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146315.703125 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -146315.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -146339.281250 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -146339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146350.515625 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -146350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146358.468750 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -146358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146369.562500 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -146369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -146384.859375 Penalty: 3414.197266
	Iteration 13Q: 3 clusters Score -146384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146413.187500 Penalty: 3414.197266
	Iteration 14Q: 3 clusters Score -146413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146483.765625 Penalty: 3414.197266
	Iteration 15Q: 3 clusters Score -146483.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146763.015625 Penalty: 3414.197266
	Iteration 16Q: 3 clusters Score -146763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147067.734375 Penalty: 3414.197266
	Iteration 17Q: 3 clusters Score -147067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147089.234375 Penalty: 3414.197266
	Iteration 18Q: 3 clusters Score -147089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -147105.546875 Penalty: 3414.197266
	Iteration 19Q: 3 clusters Score -147105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -147111.046875 Penalty: 3414.197266
	Iteration 20F: 3 clusters Score -147111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147112.281250 Penalty: 3414.197266
	Iteration 21Q: 3 clusters Score -147112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147113.421875 Penalty: 3414.197266
	Iteration 22Q: 3 clusters Score -147113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147113.421875 Penalty: 3414.197266
	Iteration 23F: 3 clusters Score -147113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -55038.929688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -55038.93 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 193 members 
Entering Unmasked Estep 
Score: -53734.785156 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -53734.79 nChanged 74
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: -53887.558594 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -53887.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53952.800781 Penalty: 3003.001953
	Iteration 2Q: 3 clusters Score -53952.8 nChanged 11
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: -53983.925781 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -53983.93 nChanged 9
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: -53999.136719 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -53999.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54027.277344 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -54027.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54046.707031 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -54046.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54093.558594 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -54093.56 nChanged 13
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: -54139.113281 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -54139.11 nChanged 8
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: -54161.218750 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -54161.22 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: -54165.789062 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -54165.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54166.667969 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -54166.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54166.722656 Penalty: 3003.001953
	Iteration 12F: 3 clusters Score -54166.72 nChanged 1
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: -54184.300781 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -54184.3 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: -54200.820312 Penalty: 3003.001953
	Iteration 14Q: 3 clusters Score -54200.82 nChanged 5
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: -54235.507812 Penalty: 3003.001953
	Iteration 15Q: 3 clusters Score -54235.51 nChanged 3
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: -54245.191406 Penalty: 3003.001953
	Iteration 16Q: 3 clusters Score -54245.19 nChanged 2
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: -54257.933594 Penalty: 3003.001953
	Iteration 17Q: 3 clusters Score -54257.93 nChanged 2
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: -54262.332031 Penalty: 3003.001953
	Iteration 18Q: 3 clusters Score -54262.33 nChanged 0
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: -54262.332031 Penalty: 3003.001953
	Iteration 19F: 3 clusters Score -54262.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -206748.859375 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -206748.9 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 714 members 
Entering Unmasked Estep 
Score: -204475.140625 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -204475.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -204917.531250 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -204917.5 nChanged 106
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: -205067.859375 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -205067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -205160.875000 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -205160.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205233.968750 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -205234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -205276.734375 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -205276.7 nChanged 21
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: -205304.171875 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -205304.2 nChanged 16
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: -205322.328125 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -205322.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -205344.250000 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -205344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -205353.640625 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -205353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -205365.218750 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -205365.2 nChanged 11
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: -205378.484375 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -205378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -205389.656250 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -205389.7 nChanged 8
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: -205395.546875 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -205395.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -205405.843750 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -205405.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205411.765625 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -205411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -205413.078125 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -205413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -205414.640625 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -205414.6 nChanged 2
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: -205417.000000 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -205417 nChanged 2
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: -205418.437500 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -205418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -205419.406250 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -205419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -205421.062500 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -205421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -205421.140625 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -205421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -205421.140625 Penalty: 3618.684570
	Iteration 23F: 3 clusters Score -205421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -1189693.250000 Penalty: 2231.691162
	Iteration 0F: 2 clusters Score -1189693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1183277.750000 Penalty: 4463.382324
	Iteration 0F: 3 clusters Score -1183278 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1185202.000000 Penalty: 4463.382324
	Iteration 1F: 3 clusters Score -1185202 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1185661.125000 Penalty: 4463.382324
	Iteration 2F: 3 clusters Score -1185661 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1186068.375000 Penalty: 4463.382324
	Iteration 3F: 3 clusters Score -1186068 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1186423.125000 Penalty: 4463.382324
	Iteration 4F: 3 clusters Score -1186423 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1186717.375000 Penalty: 4463.382324
	Iteration 5F: 3 clusters Score -1186717 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1187014.125000 Penalty: 4463.382324
	Iteration 6Q: 3 clusters Score -1187014 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1187286.500000 Penalty: 4463.382324
	Iteration 7Q: 3 clusters Score -1187286 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1187500.875000 Penalty: 4463.382324
	Iteration 8Q: 3 clusters Score -1187501 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1187656.750000 Penalty: 4463.382324
	Iteration 9Q: 3 clusters Score -1187657 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1187782.250000 Penalty: 4463.382324
	Iteration 10Q: 3 clusters Score -1187782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1187872.750000 Penalty: 4463.382324
	Iteration 11Q: 3 clusters Score -1187873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1187939.875000 Penalty: 4463.382324
	Iteration 12Q: 3 clusters Score -1187940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1187982.375000 Penalty: 4463.382324
	Iteration 13Q: 3 clusters Score -1187982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1188012.500000 Penalty: 4463.382324
	Iteration 14Q: 3 clusters Score -1188012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1188032.250000 Penalty: 4463.382324
	Iteration 15Q: 3 clusters Score -1188032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1188047.750000 Penalty: 4463.382324
	Iteration 16Q: 3 clusters Score -1188048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1188059.250000 Penalty: 4463.382324
	Iteration 17Q: 3 clusters Score -1188059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1188067.250000 Penalty: 4463.382324
	Iteration 18Q: 3 clusters Score -1188067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1188077.750000 Penalty: 4463.382324
	Iteration 19Q: 3 clusters Score -1188078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1188078.875000 Penalty: 4463.382324
	Iteration 20F: 3 clusters Score -1188079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1188084.000000 Penalty: 4463.382324
	Iteration 21Q: 3 clusters Score -1188084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1188085.750000 Penalty: 4463.382324
	Iteration 22Q: 3 clusters Score -1188086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1188090.625000 Penalty: 4463.382324
	Iteration 23Q: 3 clusters Score -1188091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1188094.125000 Penalty: 4463.382324
	Iteration 24Q: 3 clusters Score -1188094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1188099.000000 Penalty: 4463.382324
	Iteration 25Q: 3 clusters Score -1188099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1188104.125000 Penalty: 4463.382324
	Iteration 26Q: 3 clusters Score -1188104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1188107.125000 Penalty: 4463.382324
	Iteration 27Q: 3 clusters Score -1188107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1188108.000000 Penalty: 4463.382324
	Iteration 28Q: 3 clusters Score -1188108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1188107.000000 Penalty: 4463.382324
	Iteration 29Q: 3 clusters Score -1188107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1188110.875000 Penalty: 4463.382324
	Iteration 30Q: 3 clusters Score -1188111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1188111.750000 Penalty: 4463.382324
	Iteration 31Q: 3 clusters Score -1188112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1188111.750000 Penalty: 4463.382324
	Iteration 32F: 3 clusters Score -1188112 nChanged 0
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364750048.000000 Penalty: 163890.750000
21->46 Clusters: Score -364750048.000000, best is -364708576.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 38277 members 
Mstep: Class 3 contains 37860 members 
Mstep: Class 4 contains 37984 members 
Mstep: Class 5 contains 37689 members 
Mstep: Class 6 contains 37850 members 
Mstep: Class 7 contains 37707 members 
Mstep: Class 8 contains 37624 members 
Mstep: Class 9 contains 37874 members 
Mstep: Class 10 contains 37844 members 
Mstep: Class 11 contains 37660 members 
Mstep: Class 12 contains 37759 members 
Mstep: Class 13 contains 38026 members 
Mstep: Class 14 contains 37966 members 
Mstep: Class 15 contains 38000 members 
Mstep: Class 16 contains 38050 members 
Mstep: Class 17 contains 37662 members 
Mstep: Class 18 contains 37960 members 
Mstep: Class 19 contains 38100 members 
Mstep: Class 20 contains 37956 members 
Mstep: Class 21 contains 37794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2638.635254 but Gain 3369.562500
Score: -114456368.000000 Penalty: 67391.218750
Iteration 0F: 21 clusters Score -1.144564e+08 nChanged 757348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22509 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 78670 members 
Mstep: Class 5 contains 3192 members 
Mstep: Class 6 contains 16223 members 
Mstep: Class 7 contains 7908 members 
Mstep: Class 8 contains 12223 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 12 contains 10933 members 
Mstep: Class 13 contains 24361 members 
Mstep: Class 14 contains 27070 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 12831 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 11817 members 
Mstep: Class 19 contains 25487 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 504453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117103136.000000 Penalty: 67391.218750
Iteration 1F: 21 clusters Score -1.171031e+08 nChanged 277818
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21496 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 147110 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 31857 members 
Mstep: Class 7 contains 5005 members 
Mstep: Class 8 contains 15238 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 40222 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 26180 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 22901 members 
Mstep: Class 19 contains 34125 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 387902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118218280.000000 Penalty: 67391.218750
Iteration 2F: 21 clusters Score -1.182183e+08 nChanged 277567
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 21237 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 175867 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 74269 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 1926 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 25302 members 
Mstep: Class 14 contains 45184 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 57248 members 
Mstep: Class 17 contains 2405 members 
Mstep: Class 18 contains 34427 members 
Mstep: Class 19 contains 75904 members 
Mstep: Class 20 contains 6440 members 
Mstep: Class 21 contains 240714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119099952.000000 Penalty: 67391.218750
Iteration 3F: 21 clusters Score -1.191e+08 nChanged 213483
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22506 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 134562 members 
Mstep: Class 5 contains 1414 members 
Mstep: Class 6 contains 121148 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 21062 members 
Mstep: Class 9 contains 2000 members 
Mstep: Class 10 contains 5612 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 19305 members 
Mstep: Class 14 contains 43894 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 77709 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 41846 members 
Mstep: Class 19 contains 119799 members 
Mstep: Class 20 contains 5888 members 
Mstep: Class 21 contains 166442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119582208.000000 Penalty: 67391.218750
Iteration 4F: 21 clusters Score -1.195822e+08 nChanged 119315
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 25333 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 104863 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 143378 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 24636 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 15763 members 
Mstep: Class 14 contains 42331 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 84007 members 
Mstep: Class 17 contains 2470 members 
Mstep: Class 18 contains 46799 members 
Mstep: Class 19 contains 136436 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 141659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119798176.000000 Penalty: 67391.218750
Iteration 5F: 21 clusters Score -1.197982e+08 nChanged 71168
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27487 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 88903 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 152021 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 14061 members 
Mstep: Class 14 contains 40493 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 84229 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 51358 members 
Mstep: Class 19 contains 139431 members 
Mstep: Class 20 contains 6268 members 
Mstep: Class 21 contains 135386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119910184.000000 Penalty: 67391.218750
Iteration 6F: 21 clusters Score -1.199102e+08 nChanged 44326
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 28687 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 80190 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 155070 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 31712 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 10640 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 38801 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 82130 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 54955 members 
Mstep: Class 19 contains 136681 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 137373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119943136.000000 Penalty: 67391.218750
Iteration 7F: 21 clusters Score -1.199431e+08 nChanged 30540
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 29666 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 74869 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 155947 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 34356 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 11742 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 37967 members 
Mstep: Class 15 contains 5964 members 
Mstep: Class 16 contains 79691 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 57462 members 
Mstep: Class 19 contains 134017 members 
Mstep: Class 20 contains 7143 members 
Mstep: Class 21 contains 139481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119962096.000000 Penalty: 67391.218750
Iteration 8Q: 21 clusters Score -1.199621e+08 nChanged 24093
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 30368 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 71252 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 155951 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 36559 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 12589 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 12835 members 
Mstep: Class 14 contains 37726 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 76888 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 59063 members 
Mstep: Class 19 contains 131952 members 
Mstep: Class 20 contains 7571 members 
Mstep: Class 21 contains 141701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119977056.000000 Penalty: 67391.218750
Iteration 9Q: 21 clusters Score -1.199771e+08 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 30706 members 
Mstep: Class 3 contains 1180 members 
Mstep: Class 4 contains 68735 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 155807 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 38312 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 12874 members 
Mstep: Class 14 contains 37831 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 74090 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 59898 members 
Mstep: Class 19 contains 130231 members 
Mstep: Class 20 contains 8027 members 
Mstep: Class 21 contains 143918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119989424.000000 Penalty: 67391.218750
Iteration 10Q: 21 clusters Score -1.199894e+08 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 30926 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 67114 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 155749 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 39728 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 13521 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 13002 members 
Mstep: Class 14 contains 37971 members 
Mstep: Class 15 contains 8843 members 
Mstep: Class 16 contains 72322 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 60073 members 
Mstep: Class 19 contains 128701 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 145212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119998272.000000 Penalty: 67391.218750
Iteration 11Q: 21 clusters Score -1.199983e+08 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 30934 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 65936 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 6 contains 156094 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 40904 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 13176 members 
Mstep: Class 14 contains 38072 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 71281 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 59701 members 
Mstep: Class 19 contains 127404 members 
Mstep: Class 20 contains 8820 members 
Mstep: Class 21 contains 145815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120004832.000000 Penalty: 67391.218750
Iteration 12Q: 21 clusters Score -1.200048e+08 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 30839 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 65152 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 156735 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 41882 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 38170 members 
Mstep: Class 15 contains 10720 members 
Mstep: Class 16 contains 70527 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 58993 members 
Mstep: Class 19 contains 126274 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 146032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120010912.000000 Penalty: 67391.218750
Iteration 13Q: 21 clusters Score -1.200109e+08 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 30652 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 64594 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 157292 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 42700 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 13748 members 
Mstep: Class 14 contains 38397 members 
Mstep: Class 15 contains 11548 members 
Mstep: Class 16 contains 69942 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 58276 members 
Mstep: Class 19 contains 125296 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 146060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120016568.000000 Penalty: 67391.218750
Iteration 14Q: 21 clusters Score -1.200166e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 30389 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 64252 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 157399 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 43476 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 13 contains 14061 members 
Mstep: Class 14 contains 38702 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 69442 members 
Mstep: Class 17 contains 3680 members 
Mstep: Class 18 contains 57991 members 
Mstep: Class 19 contains 124355 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 145946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120020888.000000 Penalty: 67391.218750
Iteration 15Q: 21 clusters Score -1.200209e+08 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 30065 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 64103 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 157166 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 44112 members 
Mstep: Class 9 contains 1568 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 39118 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 69090 members 
Mstep: Class 17 contains 3673 members 
Mstep: Class 18 contains 57883 members 
Mstep: Class 19 contains 123492 members 
Mstep: Class 20 contains 9469 members 
Mstep: Class 21 contains 145810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120024424.000000 Penalty: 67391.218750
Iteration 16Q: 21 clusters Score -1.200244e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 29690 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 64244 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 156618 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 44533 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 14780 members 
Mstep: Class 12 contains 1385 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 68801 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 57965 members 
Mstep: Class 19 contains 122739 members 
Mstep: Class 20 contains 9554 members 
Mstep: Class 21 contains 145711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120027352.000000 Penalty: 67391.218750
Iteration 17Q: 21 clusters Score -1.200274e+08 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 29287 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 64495 members 
Mstep: Class 5 contains 1091 members 
Mstep: Class 6 contains 155906 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 44889 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 14895 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 39901 members 
Mstep: Class 15 contains 14133 members 
Mstep: Class 16 contains 68566 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 58093 members 
Mstep: Class 19 contains 122030 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 145601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120031040.000000 Penalty: 67391.218750
Iteration 18Q: 21 clusters Score -1.20031e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 1174 members 
Mstep: Class 4 contains 64909 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 155027 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 45229 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 14931 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 40331 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 68354 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 58232 members 
Mstep: Class 19 contains 121338 members 
Mstep: Class 20 contains 9702 members 
Mstep: Class 21 contains 145456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120034248.000000 Penalty: 67391.218750
Iteration 19Q: 21 clusters Score -1.200342e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28557 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 65437 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 154011 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 45562 members 
Mstep: Class 9 contains 1538 members 
Mstep: Class 10 contains 14983 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 15784 members 
Mstep: Class 14 contains 40817 members 
Mstep: Class 15 contains 15267 members 
Mstep: Class 16 contains 68145 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 58368 members 
Mstep: Class 19 contains 120605 members 
Mstep: Class 20 contains 9769 members 
Mstep: Class 21 contains 145263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120038600.000000 Penalty: 67391.218750
Iteration 20F: 21 clusters Score -1.200386e+08 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 28243 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 66149 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 152678 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 45754 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 14 contains 41494 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 67934 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 58456 members 
Mstep: Class 19 contains 119856 members 
Mstep: Class 20 contains 10007 members 
Mstep: Class 21 contains 145053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120042480.000000 Penalty: 67391.218750
Iteration 21Q: 21 clusters Score -1.200425e+08 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 28025 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 67061 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 151128 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 45790 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 15029 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 16508 members 
Mstep: Class 14 contains 42189 members 
Mstep: Class 15 contains 16613 members 
Mstep: Class 16 contains 67780 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 58501 members 
Mstep: Class 19 contains 119130 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 144825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120047392.000000 Penalty: 67391.218750
Iteration 22Q: 21 clusters Score -1.200474e+08 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 68208 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 149361 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 45796 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 16852 members 
Mstep: Class 14 contains 42963 members 
Mstep: Class 15 contains 17425 members 
Mstep: Class 16 contains 67667 members 
Mstep: Class 17 contains 3530 members 
Mstep: Class 18 contains 58465 members 
Mstep: Class 19 contains 118386 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 144549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120052864.000000 Penalty: 67391.218750
Iteration 23Q: 21 clusters Score -1.200529e+08 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27709 members 
Mstep: Class 3 contains 1111 members 
Mstep: Class 4 contains 69620 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 147320 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 45659 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 17154 members 
Mstep: Class 14 contains 43813 members 
Mstep: Class 15 contains 18335 members 
Mstep: Class 16 contains 67590 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 58363 members 
Mstep: Class 19 contains 117732 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 144298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120058952.000000 Penalty: 67391.218750
Iteration 24Q: 21 clusters Score -1.20059e+08 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27546 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 71100 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 145053 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 45492 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 14927 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 17449 members 
Mstep: Class 14 contains 44889 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 67510 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 117131 members 
Mstep: Class 20 contains 10389 members 
Mstep: Class 21 contains 143988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120065752.000000 Penalty: 67391.218750
Iteration 25Q: 21 clusters Score -1.200658e+08 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 27393 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 72456 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 142680 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 45257 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 14814 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 17724 members 
Mstep: Class 14 contains 46403 members 
Mstep: Class 15 contains 20292 members 
Mstep: Class 16 contains 67426 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 57998 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 143602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120074008.000000 Penalty: 67391.218750
Iteration 26Q: 21 clusters Score -1.20074e+08 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 27264 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 73559 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 140285 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 44839 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18032 members 
Mstep: Class 14 contains 48460 members 
Mstep: Class 15 contains 21258 members 
Mstep: Class 16 contains 67363 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 57753 members 
Mstep: Class 19 contains 116033 members 
Mstep: Class 20 contains 10502 members 
Mstep: Class 21 contains 143125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120083688.000000 Penalty: 67391.218750
Iteration 27Q: 21 clusters Score -1.200837e+08 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 74442 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 137764 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 44076 members 
Mstep: Class 9 contains 1624 members 
Mstep: Class 10 contains 14534 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18416 members 
Mstep: Class 14 contains 51173 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 67342 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 57401 members 
Mstep: Class 19 contains 115559 members 
Mstep: Class 20 contains 10584 members 
Mstep: Class 21 contains 142640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120102288.000000 Penalty: 67391.218750
Iteration 28Q: 21 clusters Score -1.201023e+08 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27063 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 77314 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 134841 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 42635 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 14360 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 18841 members 
Mstep: Class 14 contains 53022 members 
Mstep: Class 15 contains 23319 members 
Mstep: Class 16 contains 67418 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 56904 members 
Mstep: Class 19 contains 115184 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 141968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120118248.000000 Penalty: 67391.218750
Iteration 29Q: 21 clusters Score -1.201182e+08 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27044 members 
Mstep: Class 3 contains 1005 members 
Mstep: Class 4 contains 81947 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 131670 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 41154 members 
Mstep: Class 9 contains 1605 members 
Mstep: Class 10 contains 14152 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 19361 members 
Mstep: Class 14 contains 53346 members 
Mstep: Class 15 contains 24398 members 
Mstep: Class 16 contains 67475 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 56323 members 
Mstep: Class 19 contains 114881 members 
Mstep: Class 20 contains 10657 members 
Mstep: Class 21 contains 141210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120127456.000000 Penalty: 67391.218750
Iteration 30Q: 21 clusters Score -1.201275e+08 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26991 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 86382 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 128858 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 39977 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 19873 members 
Mstep: Class 14 contains 53205 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 67362 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 55825 members 
Mstep: Class 19 contains 114722 members 
Mstep: Class 20 contains 10656 members 
Mstep: Class 21 contains 140572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120135424.000000 Penalty: 67391.218750
Iteration 31Q: 21 clusters Score -1.201354e+08 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26922 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 90173 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 126564 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 39163 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 52849 members 
Mstep: Class 15 contains 26140 members 
Mstep: Class 16 contains 67234 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 55352 members 
Mstep: Class 19 contains 114622 members 
Mstep: Class 20 contains 10669 members 
Mstep: Class 21 contains 140076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120142672.000000 Penalty: 67391.218750
Iteration 32Q: 21 clusters Score -1.201427e+08 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26803 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 93185 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 124767 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 38536 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 20840 members 
Mstep: Class 14 contains 52422 members 
Mstep: Class 15 contains 26855 members 
Mstep: Class 16 contains 67066 members 
Mstep: Class 17 contains 3152 members 
Mstep: Class 18 contains 55004 members 
Mstep: Class 19 contains 114556 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 139685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120147808.000000 Penalty: 67391.218750
Iteration 33Q: 21 clusters Score -1.201478e+08 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 26682 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 95473 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 123517 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 37992 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 13122 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 21234 members 
Mstep: Class 14 contains 51956 members 
Mstep: Class 15 contains 27471 members 
Mstep: Class 16 contains 66926 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 54701 members 
Mstep: Class 19 contains 114527 members 
Mstep: Class 20 contains 10661 members 
Mstep: Class 21 contains 139386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120151144.000000 Penalty: 67391.218750
Iteration 34Q: 21 clusters Score -1.201511e+08 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26561 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 97257 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 122645 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 37587 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 13022 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 21592 members 
Mstep: Class 14 contains 51471 members 
Mstep: Class 15 contains 28001 members 
Mstep: Class 16 contains 66729 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 54460 members 
Mstep: Class 19 contains 114512 members 
Mstep: Class 20 contains 10667 members 
Mstep: Class 21 contains 139121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120153960.000000 Penalty: 67391.218750
Iteration 35Q: 21 clusters Score -1.20154e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26493 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 98630 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 122003 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 37211 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 12991 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 21924 members 
Mstep: Class 14 contains 50971 members 
Mstep: Class 15 contains 28486 members 
Mstep: Class 16 contains 66514 members 
Mstep: Class 17 contains 3340 members 
Mstep: Class 18 contains 54296 members 
Mstep: Class 19 contains 114510 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 138883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120156328.000000 Penalty: 67391.218750
Iteration 36Q: 21 clusters Score -1.201563e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26437 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 99659 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121581 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 13016 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 22241 members 
Mstep: Class 14 contains 50476 members 
Mstep: Class 15 contains 28905 members 
Mstep: Class 16 contains 66310 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 54168 members 
Mstep: Class 19 contains 114531 members 
Mstep: Class 20 contains 10703 members 
Mstep: Class 21 contains 138673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120158040.000000 Penalty: 67391.218750
Iteration 37Q: 21 clusters Score -1.20158e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 26382 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 100456 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121329 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22571 members 
Mstep: Class 14 contains 50022 members 
Mstep: Class 15 contains 29258 members 
Mstep: Class 16 contains 66128 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 54094 members 
Mstep: Class 19 contains 114542 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 138455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120159616.000000 Penalty: 67391.218750
Iteration 38Q: 21 clusters Score -1.201596e+08 nChanged 3388
Entering ConstructFrom: 
Score: -120159616.000000 Penalty: 67391.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -327855.437500 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -327855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -325272.937500 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -325272.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -326340.468750 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -326340.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -326924.218750 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -326924.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -327451.656250 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -327451.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -327885.062500 Penalty: 3826.258545
	Iteration 4F: 3 clusters Score -327885.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -328297.250000 Penalty: 3826.258545
	Iteration 5F: 3 clusters Score -328297.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -328589.093750 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -328589.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328743.343750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -328743.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -328819.656250 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -328819.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -328847.468750 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -328847.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -328859.437500 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -328859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -328868.843750 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -328868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -328870.312500 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -328870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328872.000000 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -328872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328874.781250 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -328874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -328875.468750 Penalty: 3826.258545
	Iteration 15F: 3 clusters Score -328875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328879.125000 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -328879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -328879.125000 Penalty: 3826.258545
	Iteration 17F: 3 clusters Score -328879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26318 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 101022 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121247 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Entering Unmasked Estep 
Score: -120160136.000000 Penalty: 70760.781250
Splitting cluster 1 changes total score from -120159616.000000 to -120160136.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (26318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Entering Unmasked Estep 
Score: -3884565.750000 Penalty: 2524.145996
	Iteration 0F: 2 clusters Score -3884566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3866334.000000 Penalty: 5048.291992
	Iteration 0F: 3 clusters Score -3866334 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3874112.750000 Penalty: 5048.291992
	Iteration 1F: 3 clusters Score -3874113 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3876225.250000 Penalty: 5048.291992
	Iteration 2F: 3 clusters Score -3876225 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3878446.750000 Penalty: 5048.291992
	Iteration 3F: 3 clusters Score -3878447 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3880426.250000 Penalty: 5048.291992
	Iteration 4F: 3 clusters Score -3880426 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3881876.500000 Penalty: 5048.291992
	Iteration 5F: 3 clusters Score -3881876 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3882819.000000 Penalty: 5048.291992
	Iteration 6F: 3 clusters Score -3882819 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3883467.250000 Penalty: 5048.291992
	Iteration 7Q: 3 clusters Score -3883467 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3883907.000000 Penalty: 5048.291992
	Iteration 8Q: 3 clusters Score -3883907 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3884220.000000 Penalty: 5048.291992
	Iteration 9Q: 3 clusters Score -3884220 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3884467.000000 Penalty: 5048.291992
	Iteration 10Q: 3 clusters Score -3884467 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3884690.250000 Penalty: 5048.291992
	Iteration 11Q: 3 clusters Score -3884690 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3884849.000000 Penalty: 5048.291992
	Iteration 12Q: 3 clusters Score -3884849 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3884978.000000 Penalty: 5048.291992
	Iteration 13Q: 3 clusters Score -3884978 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3885070.250000 Penalty: 5048.291992
	Iteration 14Q: 3 clusters Score -3885070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3885166.250000 Penalty: 5048.291992
	Iteration 15Q: 3 clusters Score -3885166 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3885269.000000 Penalty: 5048.291992
	Iteration 16Q: 3 clusters Score -3885269 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3885352.000000 Penalty: 5048.291992
	Iteration 17Q: 3 clusters Score -3885352 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3885421.250000 Penalty: 5048.291992
	Iteration 18Q: 3 clusters Score -3885421 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3885487.500000 Penalty: 5048.291992
	Iteration 19Q: 3 clusters Score -3885488 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3885543.000000 Penalty: 5048.291992
	Iteration 20F: 3 clusters Score -3885543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3885583.000000 Penalty: 5048.291992
	Iteration 21Q: 3 clusters Score -3885583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3885630.750000 Penalty: 5048.291992
	Iteration 22Q: 3 clusters Score -3885631 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3885650.750000 Penalty: 5048.291992
	Iteration 23Q: 3 clusters Score -3885651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3885688.000000 Penalty: 5048.291992
	Iteration 24Q: 3 clusters Score -3885688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3885710.750000 Penalty: 5048.291992
	Iteration 25Q: 3 clusters Score -3885711 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3885748.500000 Penalty: 5048.291992
	Iteration 26Q: 3 clusters Score -3885748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3885769.000000 Penalty: 5048.291992
	Iteration 27Q: 3 clusters Score -3885769 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3885818.750000 Penalty: 5048.291992
	Iteration 28Q: 3 clusters Score -3885819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3885835.500000 Penalty: 5048.291992
	Iteration 29Q: 3 clusters Score -3885836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3885847.750000 Penalty: 5048.291992
	Iteration 30Q: 3 clusters Score -3885848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3885880.250000 Penalty: 5048.291992
	Iteration 31Q: 3 clusters Score -3885880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3885904.250000 Penalty: 5048.291992
	Iteration 32Q: 3 clusters Score -3885904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3885928.250000 Penalty: 5048.291992
	Iteration 33Q: 3 clusters Score -3885928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3885962.500000 Penalty: 5048.291992
	Iteration 34Q: 3 clusters Score -3885962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3885983.250000 Penalty: 5048.291992
	Iteration 35Q: 3 clusters Score -3885983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3886002.750000 Penalty: 5048.291992
	Iteration 36Q: 3 clusters Score -3886003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3886015.000000 Penalty: 5048.291992
	Iteration 37Q: 3 clusters Score -3886015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3886022.250000 Penalty: 5048.291992
	Iteration 38Q: 3 clusters Score -3886022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3886041.000000 Penalty: 5048.291992
	Iteration 39Q: 3 clusters Score -3886041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3886044.750000 Penalty: 5048.291992
	Iteration 40F: 3 clusters Score -3886045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3886049.750000 Penalty: 5048.291992
	Iteration 41Q: 3 clusters Score -3886050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3886058.500000 Penalty: 5048.291992
	Iteration 42Q: 3 clusters Score -3886058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3886057.000000 Penalty: 5048.291992
	Iteration 43Q: 3 clusters Score -3886057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3886056.250000 Penalty: 5048.291992
	Iteration 44Q: 3 clusters Score -3886056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3886047.000000 Penalty: 5048.291992
	Iteration 45Q: 3 clusters Score -3886047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3886048.000000 Penalty: 5048.291992
	Iteration 46Q: 3 clusters Score -3886048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3886052.750000 Penalty: 5048.291992
	Iteration 47Q: 3 clusters Score -3886053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3886051.000000 Penalty: 5048.291992
	Iteration 48Q: 3 clusters Score -3886051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3886051.000000 Penalty: 5048.291992
	Iteration 49F: 3 clusters Score -3886051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 101022 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121247 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Entering Unmasked Estep 
Score: -120161120.000000 Penalty: 74130.335938
Splitting cluster 2 changes total score from -120159616.000000 to -120161120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -120122.187500 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -120122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118666.593750 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -118666.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119530.015625 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -119530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120117.132812 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -120117.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -121064.687500 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -121064.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121947.953125 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -121948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122645.945312 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -122645.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122718.226562 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -122718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122728.468750 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -122728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122728.468750 Penalty: 3423.760498
	Iteration 8F: 3 clusters Score -122728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 101022 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121247 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Entering Unmasked Estep 
Score: -120161824.000000 Penalty: 77499.898438
Splitting cluster 3 changes total score from -120159616.000000 to -120161824.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (101022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Entering Unmasked Estep 
Score: -15625289.000000 Penalty: 2857.727051
	Iteration 0F: 2 clusters Score -1.562529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -15559036.000000 Penalty: 5715.454102
	Iteration 0F: 3 clusters Score -1.555904e+07 nChanged 47801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -15587152.000000 Penalty: 5715.454102
	Iteration 1F: 3 clusters Score -1.558715e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -15589064.000000 Penalty: 5715.454102
	Iteration 2Q: 3 clusters Score -1.558906e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -15591854.000000 Penalty: 5715.454102
	Iteration 3F: 3 clusters Score -1.559185e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -15596817.000000 Penalty: 5715.454102
	Iteration 4F: 3 clusters Score -1.559682e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -15604210.000000 Penalty: 5715.454102
	Iteration 5F: 3 clusters Score -1.560421e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -15611991.000000 Penalty: 5715.454102
	Iteration 6F: 3 clusters Score -1.561199e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -15618171.000000 Penalty: 5715.454102
	Iteration 7F: 3 clusters Score -1.561817e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -15622701.000000 Penalty: 5715.454102
	Iteration 8F: 3 clusters Score -1.56227e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -15626759.000000 Penalty: 5715.454102
	Iteration 9Q: 3 clusters Score -1.562676e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -15631977.000000 Penalty: 5715.454102
	Iteration 10Q: 3 clusters Score -1.563198e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -15638689.000000 Penalty: 5715.454102
	Iteration 11Q: 3 clusters Score -1.563869e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -15645327.000000 Penalty: 5715.454102
	Iteration 12Q: 3 clusters Score -1.564533e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -15648959.000000 Penalty: 5715.454102
	Iteration 13Q: 3 clusters Score -1.564896e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -15650297.000000 Penalty: 5715.454102
	Iteration 14Q: 3 clusters Score -1.56503e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -15650639.000000 Penalty: 5715.454102
	Iteration 15Q: 3 clusters Score -1.565064e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -15650746.000000 Penalty: 5715.454102
	Iteration 16Q: 3 clusters Score -1.565075e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -15650741.000000 Penalty: 5715.454102
	Iteration 17Q: 3 clusters Score -1.565074e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -15650758.000000 Penalty: 5715.454102
	Iteration 18Q: 3 clusters Score -1.565076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -15650806.000000 Penalty: 5715.454102
	Iteration 19Q: 3 clusters Score -1.565081e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -15650836.000000 Penalty: 5715.454102
	Iteration 20F: 3 clusters Score -1.565084e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -15650821.000000 Penalty: 5715.454102
	Iteration 21Q: 3 clusters Score -1.565082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -15650796.000000 Penalty: 5715.454102
	Iteration 22Q: 3 clusters Score -1.56508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -15650796.000000 Penalty: 5715.454102
	Iteration 23Q: 3 clusters Score -1.56508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -15650801.000000 Penalty: 5715.454102
	Iteration 24Q: 3 clusters Score -1.56508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -15650803.000000 Penalty: 5715.454102
	Iteration 25Q: 3 clusters Score -1.56508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -15650807.000000 Penalty: 5715.454102
	Iteration 26Q: 3 clusters Score -1.565081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -15650822.000000 Penalty: 5715.454102
	Iteration 27Q: 3 clusters Score -1.565082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -15650820.000000 Penalty: 5715.454102
	Iteration 28Q: 3 clusters Score -1.565082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -15650818.000000 Penalty: 5715.454102
	Iteration 29Q: 3 clusters Score -1.565082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -15650806.000000 Penalty: 5715.454102
	Iteration 30Q: 3 clusters Score -1.565081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -15650818.000000 Penalty: 5715.454102
	Iteration 31Q: 3 clusters Score -1.565082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -15650808.000000 Penalty: 5715.454102
	Iteration 32Q: 3 clusters Score -1.565081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -15650804.000000 Penalty: 5715.454102
	Iteration 33Q: 3 clusters Score -1.56508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -15650797.000000 Penalty: 5715.454102
	Iteration 34Q: 3 clusters Score -1.56508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -15650808.000000 Penalty: 5715.454102
	Iteration 35Q: 3 clusters Score -1.565081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -15650805.000000 Penalty: 5715.454102
	Iteration 36Q: 3 clusters Score -1.56508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -15650805.000000 Penalty: 5715.454102
	Iteration 37F: 3 clusters Score -1.56508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 121247 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Entering Unmasked Estep 
Score: -120187768.000000 Penalty: 80869.460938
Splitting cluster 4 changes total score from -120159616.000000 to -120187768.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -153883.093750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -153883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -152094.453125 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -152094.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152598.781250 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -152598.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152875.890625 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -152875.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152988.171875 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -152988.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153051.109375 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -153051.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153125.484375 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -153125.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -153221.468750 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -153221.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -153297.250000 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -153297.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153400.812500 Penalty: 3461.656006
	Iteration 8F: 3 clusters Score -153400.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -153529.687500 Penalty: 3461.656006
	Iteration 9F: 3 clusters Score -153529.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -153704.515625 Penalty: 3461.656006
	Iteration 10F: 3 clusters Score -153704.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -153767.750000 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -153767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -153802.500000 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -153802.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -153818.703125 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -153818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -153822.296875 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -153822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -153824.296875 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -153824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -153825.421875 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -153825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -153826.421875 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -153826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -153826.421875 Penalty: 3461.656006
	Iteration 18F: 3 clusters Score -153826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121247 members 
Entering Unmasked Estep 
Score: -18675152.000000 Penalty: 2902.985107
	Iteration 0F: 2 clusters Score -1.867515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -18603752.000000 Penalty: 5805.970215
	Iteration 0F: 3 clusters Score -1.860375e+07 nChanged 57530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -18638596.000000 Penalty: 5805.970215
	Iteration 1F: 3 clusters Score -1.86386e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -18643126.000000 Penalty: 5805.970215
	Iteration 2F: 3 clusters Score -1.864313e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -18651700.000000 Penalty: 5805.970215
	Iteration 3F: 3 clusters Score -1.86517e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -18663560.000000 Penalty: 5805.970215
	Iteration 4F: 3 clusters Score -1.866356e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -18673702.000000 Penalty: 5805.970215
	Iteration 5F: 3 clusters Score -1.86737e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -18680020.000000 Penalty: 5805.970215
	Iteration 6F: 3 clusters Score -1.868002e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -18683632.000000 Penalty: 5805.970215
	Iteration 7Q: 3 clusters Score -1.868363e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -18685528.000000 Penalty: 5805.970215
	Iteration 8Q: 3 clusters Score -1.868553e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -18686586.000000 Penalty: 5805.970215
	Iteration 9Q: 3 clusters Score -1.868659e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -18687124.000000 Penalty: 5805.970215
	Iteration 10Q: 3 clusters Score -1.868712e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -18687592.000000 Penalty: 5805.970215
	Iteration 11Q: 3 clusters Score -1.868759e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -18688008.000000 Penalty: 5805.970215
	Iteration 12Q: 3 clusters Score -1.868801e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -18688368.000000 Penalty: 5805.970215
	Iteration 13Q: 3 clusters Score -1.868837e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -18688824.000000 Penalty: 5805.970215
	Iteration 14Q: 3 clusters Score -1.868882e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -18689328.000000 Penalty: 5805.970215
	Iteration 15Q: 3 clusters Score -1.868933e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -18689988.000000 Penalty: 5805.970215
	Iteration 16Q: 3 clusters Score -1.868999e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -18690912.000000 Penalty: 5805.970215
	Iteration 17Q: 3 clusters Score -1.869091e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -18691878.000000 Penalty: 5805.970215
	Iteration 18Q: 3 clusters Score -1.869188e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -18693750.000000 Penalty: 5805.970215
	Iteration 19Q: 3 clusters Score -1.869375e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -18696452.000000 Penalty: 5805.970215
	Iteration 20F: 3 clusters Score -1.869645e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -18700778.000000 Penalty: 5805.970215
	Iteration 21Q: 3 clusters Score -1.870078e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -18703672.000000 Penalty: 5805.970215
	Iteration 22Q: 3 clusters Score -1.870367e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -18704374.000000 Penalty: 5805.970215
	Iteration 23Q: 3 clusters Score -1.870437e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -18704550.000000 Penalty: 5805.970215
	Iteration 24Q: 3 clusters Score -1.870455e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -18704584.000000 Penalty: 5805.970215
	Iteration 25Q: 3 clusters Score -1.870458e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -18704572.000000 Penalty: 5805.970215
	Iteration 26Q: 3 clusters Score -1.870457e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -18704610.000000 Penalty: 5805.970215
	Iteration 27Q: 3 clusters Score -1.870461e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -18704640.000000 Penalty: 5805.970215
	Iteration 28Q: 3 clusters Score -1.870464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -18704630.000000 Penalty: 5805.970215
	Iteration 29Q: 3 clusters Score -1.870463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -18704594.000000 Penalty: 5805.970215
	Iteration 30Q: 3 clusters Score -1.870459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -18704620.000000 Penalty: 5805.970215
	Iteration 31Q: 3 clusters Score -1.870462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -18704584.000000 Penalty: 5805.970215
	Iteration 32Q: 3 clusters Score -1.870458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -18704578.000000 Penalty: 5805.970215
	Iteration 33Q: 3 clusters Score -1.870458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -18704582.000000 Penalty: 5805.970215
	Iteration 34Q: 3 clusters Score -1.870458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96326 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -18704564.000000 Penalty: 5805.970215
	Iteration 35Q: 3 clusters Score -1.870456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -18704572.000000 Penalty: 5805.970215
	Iteration 36Q: 3 clusters Score -1.870457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -18704566.000000 Penalty: 5805.970215
	Iteration 37Q: 3 clusters Score -1.870457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -18704564.000000 Penalty: 5805.970215
	Iteration 38Q: 3 clusters Score -1.870456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -18704546.000000 Penalty: 5805.970215
	Iteration 39Q: 3 clusters Score -1.870455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -18704542.000000 Penalty: 5805.970215
	Iteration 40F: 3 clusters Score -1.870454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -18704540.000000 Penalty: 5805.970215
	Iteration 41Q: 3 clusters Score -1.870454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -18704544.000000 Penalty: 5805.970215
	Iteration 42Q: 3 clusters Score -1.870454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -18704544.000000 Penalty: 5805.970215
	Iteration 43F: 3 clusters Score -1.870454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Entering Unmasked Estep 
Score: -120218232.000000 Penalty: 84239.023438
Splitting cluster 6 changes total score from -120159616.000000 to -120218232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -203230.531250 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -203230.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201208.078125 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -201208.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -201852.156250 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -201852.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -202308.984375 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -202309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -202902.093750 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -202902.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -203665.843750 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -203665.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204563.546875 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -204563.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -204901.890625 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -204901.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -205013.765625 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -205013.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -205074.015625 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -205074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -205116.796875 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -205116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -205150.562500 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -205150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205223.468750 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -205223.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -205464.453125 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -205464.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -205549.296875 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -205549.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -205575.484375 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -205575.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -205589.906250 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -205589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -205598.734375 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -205598.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -205608.390625 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -205608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -205610.312500 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -205610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -205610.750000 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -205610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -205615.093750 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -205615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -205623.031250 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -205623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -205625.234375 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -205625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -205627.390625 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -205627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -205627.390625 Penalty: 3601.567627
	Iteration 24F: 3 clusters Score -205627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Entering Unmasked Estep 
Score: -120219320.000000 Penalty: 87608.578125
Splitting cluster 7 changes total score from -120159616.000000 to -120219320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (36377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Entering Unmasked Estep 
Score: -5353705.500000 Penalty: 2604.419678
	Iteration 0F: 2 clusters Score -5353706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5329129.500000 Penalty: 5208.839355
	Iteration 0F: 3 clusters Score -5329130 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5338974.500000 Penalty: 5208.839355
	Iteration 1F: 3 clusters Score -5338974 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5340812.000000 Penalty: 5208.839355
	Iteration 2F: 3 clusters Score -5340812 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5343183.000000 Penalty: 5208.839355
	Iteration 3F: 3 clusters Score -5343183 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5345703.000000 Penalty: 5208.839355
	Iteration 4F: 3 clusters Score -5345703 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5347877.000000 Penalty: 5208.839355
	Iteration 5F: 3 clusters Score -5347877 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5349452.000000 Penalty: 5208.839355
	Iteration 6F: 3 clusters Score -5349452 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -5350634.500000 Penalty: 5208.839355
	Iteration 7F: 3 clusters Score -5350634 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5351483.500000 Penalty: 5208.839355
	Iteration 8Q: 3 clusters Score -5351484 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -5352152.500000 Penalty: 5208.839355
	Iteration 9Q: 3 clusters Score -5352152 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5352703.500000 Penalty: 5208.839355
	Iteration 10Q: 3 clusters Score -5352704 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -5353184.000000 Penalty: 5208.839355
	Iteration 11Q: 3 clusters Score -5353184 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5353554.000000 Penalty: 5208.839355
	Iteration 12Q: 3 clusters Score -5353554 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5353859.500000 Penalty: 5208.839355
	Iteration 13Q: 3 clusters Score -5353860 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -5354082.000000 Penalty: 5208.839355
	Iteration 14Q: 3 clusters Score -5354082 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5354262.500000 Penalty: 5208.839355
	Iteration 15Q: 3 clusters Score -5354262 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5354422.500000 Penalty: 5208.839355
	Iteration 16Q: 3 clusters Score -5354422 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5354563.000000 Penalty: 5208.839355
	Iteration 17Q: 3 clusters Score -5354563 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5354699.000000 Penalty: 5208.839355
	Iteration 18Q: 3 clusters Score -5354699 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -5354792.500000 Penalty: 5208.839355
	Iteration 19Q: 3 clusters Score -5354792 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5354865.000000 Penalty: 5208.839355
	Iteration 20F: 3 clusters Score -5354865 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -5354941.500000 Penalty: 5208.839355
	Iteration 21Q: 3 clusters Score -5354942 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5354981.000000 Penalty: 5208.839355
	Iteration 22Q: 3 clusters Score -5354981 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5355028.000000 Penalty: 5208.839355
	Iteration 23Q: 3 clusters Score -5355028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -5355080.500000 Penalty: 5208.839355
	Iteration 24Q: 3 clusters Score -5355080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5355120.500000 Penalty: 5208.839355
	Iteration 25Q: 3 clusters Score -5355120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5355144.000000 Penalty: 5208.839355
	Iteration 26Q: 3 clusters Score -5355144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5355228.500000 Penalty: 5208.839355
	Iteration 27Q: 3 clusters Score -5355228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5355260.000000 Penalty: 5208.839355
	Iteration 28Q: 3 clusters Score -5355260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5355286.500000 Penalty: 5208.839355
	Iteration 29Q: 3 clusters Score -5355286 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -5355297.000000 Penalty: 5208.839355
	Iteration 30Q: 3 clusters Score -5355297 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5355339.000000 Penalty: 5208.839355
	Iteration 31Q: 3 clusters Score -5355339 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -5355376.000000 Penalty: 5208.839355
	Iteration 32Q: 3 clusters Score -5355376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -5355373.500000 Penalty: 5208.839355
	Iteration 33Q: 3 clusters Score -5355374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -5355398.500000 Penalty: 5208.839355
	Iteration 34Q: 3 clusters Score -5355398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5355416.500000 Penalty: 5208.839355
	Iteration 35Q: 3 clusters Score -5355416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5355435.000000 Penalty: 5208.839355
	Iteration 36Q: 3 clusters Score -5355435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5355446.500000 Penalty: 5208.839355
	Iteration 37Q: 3 clusters Score -5355446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -5355464.000000 Penalty: 5208.839355
	Iteration 38Q: 3 clusters Score -5355464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5355475.000000 Penalty: 5208.839355
	Iteration 39Q: 3 clusters Score -5355475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5355483.500000 Penalty: 5208.839355
	Iteration 40F: 3 clusters Score -5355484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5355482.000000 Penalty: 5208.839355
	Iteration 41Q: 3 clusters Score -5355482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5355488.000000 Penalty: 5208.839355
	Iteration 42Q: 3 clusters Score -5355488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5355508.500000 Penalty: 5208.839355
	Iteration 43Q: 3 clusters Score -5355508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -5355529.500000 Penalty: 5208.839355
	Iteration 44Q: 3 clusters Score -5355530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5355528.000000 Penalty: 5208.839355
	Iteration 45Q: 3 clusters Score -5355528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5355542.000000 Penalty: 5208.839355
	Iteration 46Q: 3 clusters Score -5355542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5355529.500000 Penalty: 5208.839355
	Iteration 47Q: 3 clusters Score -5355530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -5355524.500000 Penalty: 5208.839355
	Iteration 48Q: 3 clusters Score -5355524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -5355534.500000 Penalty: 5208.839355
	Iteration 49Q: 3 clusters Score -5355534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5355539.000000 Penalty: 5208.839355
	Iteration 50Q: 3 clusters Score -5355539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5355538.000000 Penalty: 5208.839355
	Iteration 51Q: 3 clusters Score -5355538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -5355544.000000 Penalty: 5208.839355
	Iteration 52Q: 3 clusters Score -5355544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5355539.000000 Penalty: 5208.839355
	Iteration 53Q: 3 clusters Score -5355539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5355538.000000 Penalty: 5208.839355
	Iteration 54Q: 3 clusters Score -5355538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -5355541.000000 Penalty: 5208.839355
	Iteration 55Q: 3 clusters Score -5355541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -5355546.000000 Penalty: 5208.839355
	Iteration 56Q: 3 clusters Score -5355546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5355545.500000 Penalty: 5208.839355
	Iteration 57Q: 3 clusters Score -5355546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -5355541.500000 Penalty: 5208.839355
	Iteration 58Q: 3 clusters Score -5355542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5355545.500000 Penalty: 5208.839355
	Iteration 59Q: 3 clusters Score -5355546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -5355544.500000 Penalty: 5208.839355
	Iteration 60F: 3 clusters Score -5355544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5355541.000000 Penalty: 5208.839355
	Iteration 61Q: 3 clusters Score -5355541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5355549.000000 Penalty: 5208.839355
	Iteration 62Q: 3 clusters Score -5355549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -5355546.500000 Penalty: 5208.839355
	Iteration 63Q: 3 clusters Score -5355546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5355555.000000 Penalty: 5208.839355
	Iteration 64Q: 3 clusters Score -5355555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5355558.000000 Penalty: 5208.839355
	Iteration 65Q: 3 clusters Score -5355558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -5355552.000000 Penalty: 5208.839355
	Iteration 66Q: 3 clusters Score -5355552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5355558.500000 Penalty: 5208.839355
	Iteration 67Q: 3 clusters Score -5355558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -5355563.500000 Penalty: 5208.839355
	Iteration 68Q: 3 clusters Score -5355564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5355561.000000 Penalty: 5208.839355
	Iteration 69Q: 3 clusters Score -5355561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5355564.500000 Penalty: 5208.839355
	Iteration 70Q: 3 clusters Score -5355564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5355564.000000 Penalty: 5208.839355
	Iteration 71Q: 3 clusters Score -5355564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5355559.000000 Penalty: 5208.839355
	Iteration 72Q: 3 clusters Score -5355559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -5355553.500000 Penalty: 5208.839355
	Iteration 73Q: 3 clusters Score -5355554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5355544.500000 Penalty: 5208.839355
	Iteration 74Q: 3 clusters Score -5355544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5355554.000000 Penalty: 5208.839355
	Iteration 75Q: 3 clusters Score -5355554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -5355553.000000 Penalty: 5208.839355
	Iteration 76Q: 3 clusters Score -5355553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -5355550.500000 Penalty: 5208.839355
	Iteration 77Q: 3 clusters Score -5355550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5355549.500000 Penalty: 5208.839355
	Iteration 78Q: 3 clusters Score -5355550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5355552.000000 Penalty: 5208.839355
	Iteration 79Q: 3 clusters Score -5355552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -5355551.500000 Penalty: 5208.839355
	Iteration 80F: 3 clusters Score -5355552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5355555.000000 Penalty: 5208.839355
	Iteration 81Q: 3 clusters Score -5355555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5355551.000000 Penalty: 5208.839355
	Iteration 82Q: 3 clusters Score -5355551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5355557.000000 Penalty: 5208.839355
	Iteration 83Q: 3 clusters Score -5355557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5355558.000000 Penalty: 5208.839355
	Iteration 84Q: 3 clusters Score -5355558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -5355555.000000 Penalty: 5208.839355
	Iteration 85Q: 3 clusters Score -5355555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5355557.500000 Penalty: 5208.839355
	Iteration 86Q: 3 clusters Score -5355558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5355557.500000 Penalty: 5208.839355
	Iteration 87F: 3 clusters Score -5355558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Entering Unmasked Estep 
Score: -120220584.000000 Penalty: 90978.140625
Splitting cluster 8 changes total score from -120159616.000000 to -120220584.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -213953.562500 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -213953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -211712.375000 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -211712.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212375.468750 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -212375.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212749.468750 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -212749.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213014.343750 Penalty: 3642.339355
	Iteration 3F: 3 clusters Score -213014.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -213260.062500 Penalty: 3642.339355
	Iteration 4F: 3 clusters Score -213260.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -213484.015625 Penalty: 3642.339355
	Iteration 5F: 3 clusters Score -213484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -213668.421875 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -213668.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -213846.031250 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -213846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -214086.796875 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -214086.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -214277.515625 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -214277.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -214342.562500 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -214342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -214377.984375 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -214378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -214399.265625 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -214399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -214409.375000 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -214409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -214420.250000 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -214420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -214423.343750 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -214423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -214427.953125 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -214428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214430.718750 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -214430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -214434.171875 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -214434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -214436.921875 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -214436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -214436.921875 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -214436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 13125 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Entering Unmasked Estep 
Score: -120219472.000000 Penalty: 94347.703125
Splitting cluster 9 changes total score from -120159616.000000 to -120219472.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (13125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Entering Unmasked Estep 
Score: -1911469.375000 Penalty: 2351.604004
	Iteration 0F: 2 clusters Score -1911469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1901744.500000 Penalty: 4703.208008
	Iteration 0F: 3 clusters Score -1901744 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1905553.375000 Penalty: 4703.208008
	Iteration 1F: 3 clusters Score -1905553 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1906872.375000 Penalty: 4703.208008
	Iteration 2F: 3 clusters Score -1906872 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1908255.375000 Penalty: 4703.208008
	Iteration 3F: 3 clusters Score -1908255 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1909643.125000 Penalty: 4703.208008
	Iteration 4F: 3 clusters Score -1909643 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1910542.250000 Penalty: 4703.208008
	Iteration 5F: 3 clusters Score -1910542 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1911108.625000 Penalty: 4703.208008
	Iteration 6F: 3 clusters Score -1911109 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1911467.500000 Penalty: 4703.208008
	Iteration 7Q: 3 clusters Score -1911468 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1911768.375000 Penalty: 4703.208008
	Iteration 8Q: 3 clusters Score -1911768 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1912025.500000 Penalty: 4703.208008
	Iteration 9Q: 3 clusters Score -1912026 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1912270.875000 Penalty: 4703.208008
	Iteration 10Q: 3 clusters Score -1912271 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1912507.750000 Penalty: 4703.208008
	Iteration 11Q: 3 clusters Score -1912508 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1912726.625000 Penalty: 4703.208008
	Iteration 12Q: 3 clusters Score -1912727 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1912877.625000 Penalty: 4703.208008
	Iteration 13Q: 3 clusters Score -1912878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1912967.875000 Penalty: 4703.208008
	Iteration 14Q: 3 clusters Score -1912968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1913047.750000 Penalty: 4703.208008
	Iteration 15Q: 3 clusters Score -1913048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1913126.000000 Penalty: 4703.208008
	Iteration 16Q: 3 clusters Score -1913126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1913196.500000 Penalty: 4703.208008
	Iteration 17Q: 3 clusters Score -1913196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1913262.375000 Penalty: 4703.208008
	Iteration 18Q: 3 clusters Score -1913262 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1913340.375000 Penalty: 4703.208008
	Iteration 19Q: 3 clusters Score -1913340 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1913434.500000 Penalty: 4703.208008
	Iteration 20F: 3 clusters Score -1913434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1913608.375000 Penalty: 4703.208008
	Iteration 21Q: 3 clusters Score -1913608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1913810.750000 Penalty: 4703.208008
	Iteration 22Q: 3 clusters Score -1913811 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1913925.125000 Penalty: 4703.208008
	Iteration 23Q: 3 clusters Score -1913925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1914015.000000 Penalty: 4703.208008
	Iteration 24Q: 3 clusters Score -1914015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1914068.000000 Penalty: 4703.208008
	Iteration 25Q: 3 clusters Score -1914068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1914101.875000 Penalty: 4703.208008
	Iteration 26Q: 3 clusters Score -1914102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1914140.750000 Penalty: 4703.208008
	Iteration 27Q: 3 clusters Score -1914141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1914158.250000 Penalty: 4703.208008
	Iteration 28Q: 3 clusters Score -1914158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1914165.750000 Penalty: 4703.208008
	Iteration 29Q: 3 clusters Score -1914166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1914170.000000 Penalty: 4703.208008
	Iteration 30Q: 3 clusters Score -1914170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1914173.875000 Penalty: 4703.208008
	Iteration 31Q: 3 clusters Score -1914174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1914172.875000 Penalty: 4703.208008
	Iteration 32Q: 3 clusters Score -1914173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1914177.000000 Penalty: 4703.208008
	Iteration 33Q: 3 clusters Score -1914177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1914179.125000 Penalty: 4703.208008
	Iteration 34Q: 3 clusters Score -1914179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1914180.375000 Penalty: 4703.208008
	Iteration 35Q: 3 clusters Score -1914180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1914180.375000 Penalty: 4703.208008
	Iteration 36F: 3 clusters Score -1914180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Entering Unmasked Estep 
Score: -120221432.000000 Penalty: 97717.265625
Splitting cluster 10 changes total score from -120159616.000000 to -120221432.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -185939.890625 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -185939.9 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 625 members 
Entering Unmasked Estep 
Score: -183853.875000 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -183853.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184285.796875 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -184285.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184447.031250 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -184447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184594.187500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -184594.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -184730.609375 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -184730.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184852.468750 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -184852.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184991.484375 Penalty: 3540.484131
	Iteration 6F: 3 clusters Score -184991.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185182.109375 Penalty: 3540.484131
	Iteration 7F: 3 clusters Score -185182.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185351.406250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -185351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185442.125000 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -185442.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185499.078125 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -185499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185536.000000 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -185536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185559.000000 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -185559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185568.859375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -185568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185578.578125 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -185578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185582.218750 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -185582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185583.687500 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -185583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185585.312500 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -185585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185587.500000 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -185587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185588.296875 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -185588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185599.031250 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -185599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -185647.484375 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -185647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185787.531250 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -185787.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186031.937500 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -186031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186147.437500 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -186147.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186167.234375 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -186167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186174.093750 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -186174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186176.921875 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -186176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186178.296875 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -186178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186179.093750 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -186179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186179.093750 Penalty: 3540.484131
	Iteration 30F: 3 clusters Score -186179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 22898 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Entering Unmasked Estep 
Score: -120220248.000000 Penalty: 101086.828125
Splitting cluster 12 changes total score from -120159616.000000 to -120220248.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (22898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Entering Unmasked Estep 
Score: -3370709.750000 Penalty: 2489.623535
	Iteration 0F: 2 clusters Score -3370710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3354788.250000 Penalty: 4979.247070
	Iteration 0F: 3 clusters Score -3354788 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3362234.750000 Penalty: 4979.247070
	Iteration 1F: 3 clusters Score -3362235 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3365380.250000 Penalty: 4979.247070
	Iteration 2F: 3 clusters Score -3365380 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3368527.000000 Penalty: 4979.247070
	Iteration 3F: 3 clusters Score -3368527 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3370421.250000 Penalty: 4979.247070
	Iteration 4F: 3 clusters Score -3370421 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3371206.000000 Penalty: 4979.247070
	Iteration 5F: 3 clusters Score -3371206 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3371614.000000 Penalty: 4979.247070
	Iteration 6Q: 3 clusters Score -3371614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3371879.250000 Penalty: 4979.247070
	Iteration 7Q: 3 clusters Score -3371879 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3372045.000000 Penalty: 4979.247070
	Iteration 8Q: 3 clusters Score -3372045 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3372147.750000 Penalty: 4979.247070
	Iteration 9Q: 3 clusters Score -3372148 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3372228.750000 Penalty: 4979.247070
	Iteration 10Q: 3 clusters Score -3372229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3372296.000000 Penalty: 4979.247070
	Iteration 11Q: 3 clusters Score -3372296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3372342.000000 Penalty: 4979.247070
	Iteration 12Q: 3 clusters Score -3372342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3372361.500000 Penalty: 4979.247070
	Iteration 13Q: 3 clusters Score -3372362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3372395.750000 Penalty: 4979.247070
	Iteration 14Q: 3 clusters Score -3372396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3372424.500000 Penalty: 4979.247070
	Iteration 15Q: 3 clusters Score -3372424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3372448.000000 Penalty: 4979.247070
	Iteration 16Q: 3 clusters Score -3372448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3372490.250000 Penalty: 4979.247070
	Iteration 17Q: 3 clusters Score -3372490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3372510.500000 Penalty: 4979.247070
	Iteration 18Q: 3 clusters Score -3372510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3372515.500000 Penalty: 4979.247070
	Iteration 19Q: 3 clusters Score -3372516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3372541.750000 Penalty: 4979.247070
	Iteration 20F: 3 clusters Score -3372542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3372554.750000 Penalty: 4979.247070
	Iteration 21Q: 3 clusters Score -3372555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3372564.000000 Penalty: 4979.247070
	Iteration 22Q: 3 clusters Score -3372564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3372572.500000 Penalty: 4979.247070
	Iteration 23Q: 3 clusters Score -3372572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3372596.500000 Penalty: 4979.247070
	Iteration 24Q: 3 clusters Score -3372596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3372603.500000 Penalty: 4979.247070
	Iteration 25Q: 3 clusters Score -3372604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3372624.500000 Penalty: 4979.247070
	Iteration 26Q: 3 clusters Score -3372624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3372641.250000 Penalty: 4979.247070
	Iteration 27Q: 3 clusters Score -3372641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3372652.750000 Penalty: 4979.247070
	Iteration 28Q: 3 clusters Score -3372653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3372668.000000 Penalty: 4979.247070
	Iteration 29Q: 3 clusters Score -3372668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3372681.250000 Penalty: 4979.247070
	Iteration 30Q: 3 clusters Score -3372681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3372709.000000 Penalty: 4979.247070
	Iteration 31Q: 3 clusters Score -3372709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3372722.250000 Penalty: 4979.247070
	Iteration 32Q: 3 clusters Score -3372722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3372731.750000 Penalty: 4979.247070
	Iteration 33Q: 3 clusters Score -3372732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3372744.250000 Penalty: 4979.247070
	Iteration 34Q: 3 clusters Score -3372744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3372758.500000 Penalty: 4979.247070
	Iteration 35Q: 3 clusters Score -3372758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3372761.750000 Penalty: 4979.247070
	Iteration 36Q: 3 clusters Score -3372762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3372773.500000 Penalty: 4979.247070
	Iteration 37Q: 3 clusters Score -3372774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3372767.250000 Penalty: 4979.247070
	Iteration 38Q: 3 clusters Score -3372767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3372769.250000 Penalty: 4979.247070
	Iteration 39Q: 3 clusters Score -3372769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3372776.250000 Penalty: 4979.247070
	Iteration 40F: 3 clusters Score -3372776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3372770.000000 Penalty: 4979.247070
	Iteration 41Q: 3 clusters Score -3372770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3372772.750000 Penalty: 4979.247070
	Iteration 42Q: 3 clusters Score -3372773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3372771.500000 Penalty: 4979.247070
	Iteration 43Q: 3 clusters Score -3372772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3372767.500000 Penalty: 4979.247070
	Iteration 44Q: 3 clusters Score -3372768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3372770.000000 Penalty: 4979.247070
	Iteration 45Q: 3 clusters Score -3372770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3372767.500000 Penalty: 4979.247070
	Iteration 46Q: 3 clusters Score -3372768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3372769.250000 Penalty: 4979.247070
	Iteration 47Q: 3 clusters Score -3372769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3372773.500000 Penalty: 4979.247070
	Iteration 48Q: 3 clusters Score -3372774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3372770.750000 Penalty: 4979.247070
	Iteration 49Q: 3 clusters Score -3372771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3372775.250000 Penalty: 4979.247070
	Iteration 50Q: 3 clusters Score -3372775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3372783.500000 Penalty: 4979.247070
	Iteration 51Q: 3 clusters Score -3372784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3372788.750000 Penalty: 4979.247070
	Iteration 52Q: 3 clusters Score -3372789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3372787.750000 Penalty: 4979.247070
	Iteration 53Q: 3 clusters Score -3372788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3372782.500000 Penalty: 4979.247070
	Iteration 54Q: 3 clusters Score -3372782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3372782.250000 Penalty: 4979.247070
	Iteration 55Q: 3 clusters Score -3372782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3372780.750000 Penalty: 4979.247070
	Iteration 56Q: 3 clusters Score -3372781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3372782.500000 Penalty: 4979.247070
	Iteration 57Q: 3 clusters Score -3372782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3372785.250000 Penalty: 4979.247070
	Iteration 58Q: 3 clusters Score -3372785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3372785.000000 Penalty: 4979.247070
	Iteration 59Q: 3 clusters Score -3372785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3372790.750000 Penalty: 4979.247070
	Iteration 60F: 3 clusters Score -3372791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3372796.750000 Penalty: 4979.247070
	Iteration 61Q: 3 clusters Score -3372797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3372786.250000 Penalty: 4979.247070
	Iteration 62Q: 3 clusters Score -3372786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3372781.500000 Penalty: 4979.247070
	Iteration 63Q: 3 clusters Score -3372782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3372784.250000 Penalty: 4979.247070
	Iteration 64Q: 3 clusters Score -3372784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3372787.500000 Penalty: 4979.247070
	Iteration 65Q: 3 clusters Score -3372788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3372785.250000 Penalty: 4979.247070
	Iteration 66Q: 3 clusters Score -3372785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3372784.500000 Penalty: 4979.247070
	Iteration 67Q: 3 clusters Score -3372784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3372781.250000 Penalty: 4979.247070
	Iteration 68Q: 3 clusters Score -3372781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3372783.250000 Penalty: 4979.247070
	Iteration 69Q: 3 clusters Score -3372783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3372780.000000 Penalty: 4979.247070
	Iteration 70Q: 3 clusters Score -3372780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3372780.750000 Penalty: 4979.247070
	Iteration 71Q: 3 clusters Score -3372781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3372783.500000 Penalty: 4979.247070
	Iteration 72Q: 3 clusters Score -3372784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3372779.000000 Penalty: 4979.247070
	Iteration 73Q: 3 clusters Score -3372779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3372781.250000 Penalty: 4979.247070
	Iteration 74Q: 3 clusters Score -3372781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3372780.750000 Penalty: 4979.247070
	Iteration 75Q: 3 clusters Score -3372781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3372782.250000 Penalty: 4979.247070
	Iteration 76Q: 3 clusters Score -3372782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3372783.750000 Penalty: 4979.247070
	Iteration 77Q: 3 clusters Score -3372784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3372783.750000 Penalty: 4979.247070
	Iteration 78F: 3 clusters Score -3372784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 49622 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Entering Unmasked Estep 
Score: -120221792.000000 Penalty: 104456.382812
Splitting cluster 13 changes total score from -120159616.000000 to -120221792.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -7491662.500000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -7491662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -7458591.500000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -7458592 nChanged 22842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -7471936.000000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -7471936 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -7474600.000000 Penalty: 5362.845703
	Iteration 2F: 3 clusters Score -7474600 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7480150.500000 Penalty: 5362.845703
	Iteration 3F: 3 clusters Score -7480150 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -7487873.500000 Penalty: 5362.845703
	Iteration 4F: 3 clusters Score -7487874 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -7494305.500000 Penalty: 5362.845703
	Iteration 5F: 3 clusters Score -7494306 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -7498780.500000 Penalty: 5362.845703
	Iteration 6F: 3 clusters Score -7498780 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7501438.500000 Penalty: 5362.845703
	Iteration 7F: 3 clusters Score -7501438 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -7502583.500000 Penalty: 5362.845703
	Iteration 8Q: 3 clusters Score -7502584 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -7503091.500000 Penalty: 5362.845703
	Iteration 9Q: 3 clusters Score -7503092 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -7503318.000000 Penalty: 5362.845703
	Iteration 10Q: 3 clusters Score -7503318 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -7503476.000000 Penalty: 5362.845703
	Iteration 11Q: 3 clusters Score -7503476 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -7503549.000000 Penalty: 5362.845703
	Iteration 12Q: 3 clusters Score -7503549 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7503565.000000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -7503565 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -7503609.000000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -7503609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -7503649.000000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -7503649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -7503673.500000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -7503674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -7503670.000000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -7503670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -7503666.000000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -7503666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -7503675.000000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -7503675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -7503688.500000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -7503688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -7503693.500000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -7503694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -7503703.000000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -7503703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7503729.500000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -7503730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -7503713.000000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -7503713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7503730.000000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -7503730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7503741.000000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -7503741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7503725.500000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -7503726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -7503745.500000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -7503746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -7503720.500000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -7503720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -7503724.000000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -7503724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -7503738.000000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -7503738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -7503736.000000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -7503736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -7503763.500000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -7503764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7503764.000000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -7503764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -7503765.000000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -7503765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -7503754.500000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -7503754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -7503762.500000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -7503762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -7503765.000000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -7503765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7503765.000000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -7503765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -7503766.000000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -7503766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7503766.500000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -7503766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -7503771.500000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -7503772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -7503769.500000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -7503770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -7503767.500000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -7503768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -7503766.500000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -7503766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -7503762.000000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -7503762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -7503762.000000 Penalty: 5362.845703
	Iteration 47F: 3 clusters Score -7503762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 28452 members 
Entering Unmasked Estep 
Score: -120234304.000000 Penalty: 107825.945312
Splitting cluster 14 changes total score from -120159616.000000 to -120234304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (29539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Entering Unmasked Estep 
Score: -4318671.000000 Penalty: 2552.779785
	Iteration 0F: 2 clusters Score -4318671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4298503.000000 Penalty: 5105.559570
	Iteration 0F: 3 clusters Score -4298503 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4306594.000000 Penalty: 5105.559570
	Iteration 1F: 3 clusters Score -4306594 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4308832.500000 Penalty: 5105.559570
	Iteration 2F: 3 clusters Score -4308832 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4311647.000000 Penalty: 5105.559570
	Iteration 3F: 3 clusters Score -4311647 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4314322.500000 Penalty: 5105.559570
	Iteration 4F: 3 clusters Score -4314322 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4316290.000000 Penalty: 5105.559570
	Iteration 5F: 3 clusters Score -4316290 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4317532.000000 Penalty: 5105.559570
	Iteration 6F: 3 clusters Score -4317532 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4318373.000000 Penalty: 5105.559570
	Iteration 7Q: 3 clusters Score -4318373 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4319000.000000 Penalty: 5105.559570
	Iteration 8Q: 3 clusters Score -4319000 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4319459.500000 Penalty: 5105.559570
	Iteration 9Q: 3 clusters Score -4319460 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4319739.000000 Penalty: 5105.559570
	Iteration 10Q: 3 clusters Score -4319739 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4319909.000000 Penalty: 5105.559570
	Iteration 11Q: 3 clusters Score -4319909 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4319983.000000 Penalty: 5105.559570
	Iteration 12Q: 3 clusters Score -4319983 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4320053.000000 Penalty: 5105.559570
	Iteration 13Q: 3 clusters Score -4320053 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4320075.000000 Penalty: 5105.559570
	Iteration 14Q: 3 clusters Score -4320075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4320121.000000 Penalty: 5105.559570
	Iteration 15Q: 3 clusters Score -4320121 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4320122.500000 Penalty: 5105.559570
	Iteration 16Q: 3 clusters Score -4320122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4320143.000000 Penalty: 5105.559570
	Iteration 17Q: 3 clusters Score -4320143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4320159.000000 Penalty: 5105.559570
	Iteration 18Q: 3 clusters Score -4320159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4320153.500000 Penalty: 5105.559570
	Iteration 19Q: 3 clusters Score -4320154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4320157.500000 Penalty: 5105.559570
	Iteration 20F: 3 clusters Score -4320158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4320166.000000 Penalty: 5105.559570
	Iteration 21Q: 3 clusters Score -4320166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4320165.500000 Penalty: 5105.559570
	Iteration 22Q: 3 clusters Score -4320166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4320171.000000 Penalty: 5105.559570
	Iteration 23Q: 3 clusters Score -4320171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4320174.000000 Penalty: 5105.559570
	Iteration 24Q: 3 clusters Score -4320174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4320173.000000 Penalty: 5105.559570
	Iteration 25Q: 3 clusters Score -4320173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4320175.500000 Penalty: 5105.559570
	Iteration 26Q: 3 clusters Score -4320176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4320175.000000 Penalty: 5105.559570
	Iteration 27Q: 3 clusters Score -4320175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4320184.500000 Penalty: 5105.559570
	Iteration 28Q: 3 clusters Score -4320184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4320186.000000 Penalty: 5105.559570
	Iteration 29Q: 3 clusters Score -4320186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4320186.500000 Penalty: 5105.559570
	Iteration 30Q: 3 clusters Score -4320186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4320181.500000 Penalty: 5105.559570
	Iteration 31Q: 3 clusters Score -4320182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4320181.500000 Penalty: 5105.559570
	Iteration 32F: 3 clusters Score -4320182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 28452 members 
Mstep: Class 33 contains 13511 members 
Entering Unmasked Estep 
Score: -120235528.000000 Penalty: 111195.507812
Splitting cluster 15 changes total score from -120159616.000000 to -120235528.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (65960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Entering Unmasked Estep 
Score: -10188576.000000 Penalty: 2752.007324
	Iteration 0F: 2 clusters Score -1.018858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10144516.000000 Penalty: 5504.014648
	Iteration 0F: 3 clusters Score -1.014452e+07 nChanged 30718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -10161970.000000 Penalty: 5504.014648
	Iteration 1F: 3 clusters Score -1.016197e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -10163180.000000 Penalty: 5504.014648
	Iteration 2Q: 3 clusters Score -1.016318e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -10165113.000000 Penalty: 5504.014648
	Iteration 3F: 3 clusters Score -1.016511e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -10168004.000000 Penalty: 5504.014648
	Iteration 4F: 3 clusters Score -1.0168e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -10171414.000000 Penalty: 5504.014648
	Iteration 5F: 3 clusters Score -1.017141e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -10174881.000000 Penalty: 5504.014648
	Iteration 6F: 3 clusters Score -1.017488e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -10178044.000000 Penalty: 5504.014648
	Iteration 7F: 3 clusters Score -1.017804e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -10180633.000000 Penalty: 5504.014648
	Iteration 8F: 3 clusters Score -1.018063e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -10182788.000000 Penalty: 5504.014648
	Iteration 9Q: 3 clusters Score -1.018279e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -10184539.000000 Penalty: 5504.014648
	Iteration 10Q: 3 clusters Score -1.018454e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -10185721.000000 Penalty: 5504.014648
	Iteration 11Q: 3 clusters Score -1.018572e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -10186418.000000 Penalty: 5504.014648
	Iteration 12Q: 3 clusters Score -1.018642e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -10186862.000000 Penalty: 5504.014648
	Iteration 13Q: 3 clusters Score -1.018686e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -10187158.000000 Penalty: 5504.014648
	Iteration 14Q: 3 clusters Score -1.018716e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -10187394.000000 Penalty: 5504.014648
	Iteration 15Q: 3 clusters Score -1.018739e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -10187571.000000 Penalty: 5504.014648
	Iteration 16Q: 3 clusters Score -1.018757e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -10187679.000000 Penalty: 5504.014648
	Iteration 17Q: 3 clusters Score -1.018768e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -10187755.000000 Penalty: 5504.014648
	Iteration 18Q: 3 clusters Score -1.018776e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -10187816.000000 Penalty: 5504.014648
	Iteration 19Q: 3 clusters Score -1.018782e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -10187863.000000 Penalty: 5504.014648
	Iteration 20F: 3 clusters Score -1.018786e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -10187930.000000 Penalty: 5504.014648
	Iteration 21Q: 3 clusters Score -1.018793e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -10187954.000000 Penalty: 5504.014648
	Iteration 22Q: 3 clusters Score -1.018795e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -10187980.000000 Penalty: 5504.014648
	Iteration 23Q: 3 clusters Score -1.018798e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -10187994.000000 Penalty: 5504.014648
	Iteration 24Q: 3 clusters Score -1.018799e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -10188029.000000 Penalty: 5504.014648
	Iteration 25Q: 3 clusters Score -1.018803e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -10188036.000000 Penalty: 5504.014648
	Iteration 26Q: 3 clusters Score -1.018804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -10188048.000000 Penalty: 5504.014648
	Iteration 27Q: 3 clusters Score -1.018805e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -10188083.000000 Penalty: 5504.014648
	Iteration 28Q: 3 clusters Score -1.018808e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -10188111.000000 Penalty: 5504.014648
	Iteration 29Q: 3 clusters Score -1.018811e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -10188110.000000 Penalty: 5504.014648
	Iteration 30Q: 3 clusters Score -1.018811e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -10188127.000000 Penalty: 5504.014648
	Iteration 31Q: 3 clusters Score -1.018813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -10188122.000000 Penalty: 5504.014648
	Iteration 32Q: 3 clusters Score -1.018812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -10188131.000000 Penalty: 5504.014648
	Iteration 33Q: 3 clusters Score -1.018813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -10188123.000000 Penalty: 5504.014648
	Iteration 34Q: 3 clusters Score -1.018812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -10188139.000000 Penalty: 5504.014648
	Iteration 35Q: 3 clusters Score -1.018814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -10188136.000000 Penalty: 5504.014648
	Iteration 36Q: 3 clusters Score -1.018814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -10188140.000000 Penalty: 5504.014648
	Iteration 37Q: 3 clusters Score -1.018814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -10188126.000000 Penalty: 5504.014648
	Iteration 38Q: 3 clusters Score -1.018813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -10188123.000000 Penalty: 5504.014648
	Iteration 39Q: 3 clusters Score -1.018812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -10188118.000000 Penalty: 5504.014648
	Iteration 40F: 3 clusters Score -1.018812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -10188124.000000 Penalty: 5504.014648
	Iteration 41Q: 3 clusters Score -1.018812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -10188120.000000 Penalty: 5504.014648
	Iteration 42Q: 3 clusters Score -1.018812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -10188120.000000 Penalty: 5504.014648
	Iteration 43Q: 3 clusters Score -1.018812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -10188140.000000 Penalty: 5504.014648
	Iteration 44Q: 3 clusters Score -1.018814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -10188128.000000 Penalty: 5504.014648
	Iteration 45Q: 3 clusters Score -1.018813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -10188125.000000 Penalty: 5504.014648
	Iteration 46Q: 3 clusters Score -1.018812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -10188124.000000 Penalty: 5504.014648
	Iteration 47Q: 3 clusters Score -1.018812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -10188140.000000 Penalty: 5504.014648
	Iteration 48Q: 3 clusters Score -1.018814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -10188134.000000 Penalty: 5504.014648
	Iteration 49Q: 3 clusters Score -1.018813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -10188149.000000 Penalty: 5504.014648
	Iteration 50Q: 3 clusters Score -1.018815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -10188156.000000 Penalty: 5504.014648
	Iteration 51Q: 3 clusters Score -1.018816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -10188162.000000 Penalty: 5504.014648
	Iteration 52Q: 3 clusters Score -1.018816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 53Q: 3 clusters Score -1.018814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -10188145.000000 Penalty: 5504.014648
	Iteration 54Q: 3 clusters Score -1.018814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 55Q: 3 clusters Score -1.018814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 56Q: 3 clusters Score -1.018814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -10188152.000000 Penalty: 5504.014648
	Iteration 57Q: 3 clusters Score -1.018815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 58Q: 3 clusters Score -1.018814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -10188139.000000 Penalty: 5504.014648
	Iteration 59Q: 3 clusters Score -1.018814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -10188144.000000 Penalty: 5504.014648
	Iteration 60F: 3 clusters Score -1.018814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -10188145.000000 Penalty: 5504.014648
	Iteration 61Q: 3 clusters Score -1.018814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 62Q: 3 clusters Score -1.018814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -10188143.000000 Penalty: 5504.014648
	Iteration 63Q: 3 clusters Score -1.018814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -10188151.000000 Penalty: 5504.014648
	Iteration 64Q: 3 clusters Score -1.018815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -10188151.000000 Penalty: 5504.014648
	Iteration 65Q: 3 clusters Score -1.018815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -10188152.000000 Penalty: 5504.014648
	Iteration 66Q: 3 clusters Score -1.018815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -10188153.000000 Penalty: 5504.014648
	Iteration 67Q: 3 clusters Score -1.018815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -10188153.000000 Penalty: 5504.014648
	Iteration 68Q: 3 clusters Score -1.018815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -10188152.000000 Penalty: 5504.014648
	Iteration 69Q: 3 clusters Score -1.018815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -10188147.000000 Penalty: 5504.014648
	Iteration 70Q: 3 clusters Score -1.018815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -10188151.000000 Penalty: 5504.014648
	Iteration 71Q: 3 clusters Score -1.018815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -10188159.000000 Penalty: 5504.014648
	Iteration 72Q: 3 clusters Score -1.018816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -10188162.000000 Penalty: 5504.014648
	Iteration 73Q: 3 clusters Score -1.018816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -10188162.000000 Penalty: 5504.014648
	Iteration 74F: 3 clusters Score -1.018816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -494564.125000 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -494564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -491118.031250 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -491118 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -492235.593750 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -492235.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -493029.718750 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -493029.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -493852.281250 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -493852.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -494345.968750 Penalty: 4026.778809
	Iteration 4F: 3 clusters Score -494346 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -494592.437500 Penalty: 4026.778809
	Iteration 5F: 3 clusters Score -494592.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -494676.468750 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -494676.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -494731.187500 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -494731.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -494770.937500 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -494770.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -494804.000000 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -494804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -494841.312500 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -494841.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -494894.500000 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -494894.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -494947.406250 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -494947.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -494996.625000 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -494996.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -495040.343750 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -495040.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -495071.812500 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -495071.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -495093.781250 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -495093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -495111.000000 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -495111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -495121.031250 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -495121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -495127.406250 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -495127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -495128.500000 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -495128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -495131.125000 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -495131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -495135.906250 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -495135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -495138.718750 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -495138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -495139.968750 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -495140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -495142.906250 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -495142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -495145.093750 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -495145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495144.718750 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -495144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495146.250000 Penalty: 4026.778809
	Iteration 28Q: 3 clusters Score -495146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495146.250000 Penalty: 4026.778809
	Iteration 29F: 3 clusters Score -495146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 28452 members 
Mstep: Class 33 contains 13511 members 
Mstep: Class 34 contains 1978 members 
Entering Unmasked Estep 
Score: -120234888.000000 Penalty: 114565.070312
Splitting cluster 17 changes total score from -120159616.000000 to -120234888.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (54008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Entering Unmasked Estep 
Score: -8353304.000000 Penalty: 2702.428223
	Iteration 0F: 2 clusters Score -8353304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -8317169.000000 Penalty: 5404.856445
	Iteration 0F: 3 clusters Score -8317169 nChanged 25021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8331711.000000 Penalty: 5404.856445
	Iteration 1F: 3 clusters Score -8331711 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8333020.000000 Penalty: 5404.856445
	Iteration 2F: 3 clusters Score -8333020 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -8334792.500000 Penalty: 5404.856445
	Iteration 3F: 3 clusters Score -8334792 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8337084.500000 Penalty: 5404.856445
	Iteration 4F: 3 clusters Score -8337084 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -8339404.000000 Penalty: 5404.856445
	Iteration 5F: 3 clusters Score -8339404 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -8341338.000000 Penalty: 5404.856445
	Iteration 6F: 3 clusters Score -8341338 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -8342673.500000 Penalty: 5404.856445
	Iteration 7F: 3 clusters Score -8342674 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -8343630.000000 Penalty: 5404.856445
	Iteration 8Q: 3 clusters Score -8343630 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8344344.000000 Penalty: 5404.856445
	Iteration 9Q: 3 clusters Score -8344344 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -8344843.500000 Penalty: 5404.856445
	Iteration 10Q: 3 clusters Score -8344844 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -8345190.000000 Penalty: 5404.856445
	Iteration 11Q: 3 clusters Score -8345190 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -8345551.500000 Penalty: 5404.856445
	Iteration 12Q: 3 clusters Score -8345552 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -8345887.000000 Penalty: 5404.856445
	Iteration 13Q: 3 clusters Score -8345887 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -8346298.500000 Penalty: 5404.856445
	Iteration 14Q: 3 clusters Score -8346298 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -8346712.000000 Penalty: 5404.856445
	Iteration 15Q: 3 clusters Score -8346712 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -8347196.500000 Penalty: 5404.856445
	Iteration 16Q: 3 clusters Score -8347196 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8347526.500000 Penalty: 5404.856445
	Iteration 17Q: 3 clusters Score -8347526 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -8347854.000000 Penalty: 5404.856445
	Iteration 18Q: 3 clusters Score -8347854 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8348222.500000 Penalty: 5404.856445
	Iteration 19Q: 3 clusters Score -8348222 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8348499.500000 Penalty: 5404.856445
	Iteration 20F: 3 clusters Score -8348500 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8348764.500000 Penalty: 5404.856445
	Iteration 21Q: 3 clusters Score -8348764 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -8348988.000000 Penalty: 5404.856445
	Iteration 22Q: 3 clusters Score -8348988 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -8349165.000000 Penalty: 5404.856445
	Iteration 23Q: 3 clusters Score -8349165 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8349333.000000 Penalty: 5404.856445
	Iteration 24Q: 3 clusters Score -8349333 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8349482.000000 Penalty: 5404.856445
	Iteration 25Q: 3 clusters Score -8349482 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -8349662.500000 Penalty: 5404.856445
	Iteration 26Q: 3 clusters Score -8349662 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -8349906.000000 Penalty: 5404.856445
	Iteration 27Q: 3 clusters Score -8349906 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8350072.000000 Penalty: 5404.856445
	Iteration 28Q: 3 clusters Score -8350072 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -8350250.000000 Penalty: 5404.856445
	Iteration 29Q: 3 clusters Score -8350250 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8350463.500000 Penalty: 5404.856445
	Iteration 30Q: 3 clusters Score -8350464 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8350634.500000 Penalty: 5404.856445
	Iteration 31Q: 3 clusters Score -8350634 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8350803.000000 Penalty: 5404.856445
	Iteration 32Q: 3 clusters Score -8350803 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8350977.500000 Penalty: 5404.856445
	Iteration 33Q: 3 clusters Score -8350978 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8351149.500000 Penalty: 5404.856445
	Iteration 34Q: 3 clusters Score -8351150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8351240.000000 Penalty: 5404.856445
	Iteration 35Q: 3 clusters Score -8351240 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8351336.000000 Penalty: 5404.856445
	Iteration 36Q: 3 clusters Score -8351336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8351438.500000 Penalty: 5404.856445
	Iteration 37Q: 3 clusters Score -8351438 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8351547.500000 Penalty: 5404.856445
	Iteration 38Q: 3 clusters Score -8351548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8351624.000000 Penalty: 5404.856445
	Iteration 39Q: 3 clusters Score -8351624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8351709.000000 Penalty: 5404.856445
	Iteration 40F: 3 clusters Score -8351709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8351756.500000 Penalty: 5404.856445
	Iteration 41Q: 3 clusters Score -8351756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8351771.500000 Penalty: 5404.856445
	Iteration 42Q: 3 clusters Score -8351772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8351809.000000 Penalty: 5404.856445
	Iteration 43Q: 3 clusters Score -8351809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8351847.000000 Penalty: 5404.856445
	Iteration 44Q: 3 clusters Score -8351847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8351865.000000 Penalty: 5404.856445
	Iteration 45Q: 3 clusters Score -8351865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8351881.500000 Penalty: 5404.856445
	Iteration 46Q: 3 clusters Score -8351882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8351895.000000 Penalty: 5404.856445
	Iteration 47Q: 3 clusters Score -8351895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8351897.000000 Penalty: 5404.856445
	Iteration 48Q: 3 clusters Score -8351897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8351909.500000 Penalty: 5404.856445
	Iteration 49Q: 3 clusters Score -8351910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8351913.000000 Penalty: 5404.856445
	Iteration 50Q: 3 clusters Score -8351913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8351912.000000 Penalty: 5404.856445
	Iteration 51Q: 3 clusters Score -8351912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8351932.000000 Penalty: 5404.856445
	Iteration 52Q: 3 clusters Score -8351932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8351932.500000 Penalty: 5404.856445
	Iteration 53Q: 3 clusters Score -8351932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8351948.500000 Penalty: 5404.856445
	Iteration 54Q: 3 clusters Score -8351948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8351950.500000 Penalty: 5404.856445
	Iteration 55Q: 3 clusters Score -8351950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8351957.000000 Penalty: 5404.856445
	Iteration 56Q: 3 clusters Score -8351957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8351962.000000 Penalty: 5404.856445
	Iteration 57Q: 3 clusters Score -8351962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8351965.000000 Penalty: 5404.856445
	Iteration 58Q: 3 clusters Score -8351965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8351970.000000 Penalty: 5404.856445
	Iteration 59Q: 3 clusters Score -8351970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8351969.500000 Penalty: 5404.856445
	Iteration 60F: 3 clusters Score -8351970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8351966.500000 Penalty: 5404.856445
	Iteration 61Q: 3 clusters Score -8351966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8351968.500000 Penalty: 5404.856445
	Iteration 62Q: 3 clusters Score -8351968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8351968.500000 Penalty: 5404.856445
	Iteration 63Q: 3 clusters Score -8351968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8351968.500000 Penalty: 5404.856445
	Iteration 64F: 3 clusters Score -8351968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Entering Unmasked Estep 
Score: -17994096.000000 Penalty: 2888.835693
	Iteration 0F: 2 clusters Score -1.79941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -17923154.000000 Penalty: 5777.671387
	Iteration 0F: 3 clusters Score -1.792315e+07 nChanged 54480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -17955122.000000 Penalty: 5777.671387
	Iteration 1F: 3 clusters Score -1.795512e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -17957266.000000 Penalty: 5777.671387
	Iteration 2Q: 3 clusters Score -1.795727e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -17961054.000000 Penalty: 5777.671387
	Iteration 3F: 3 clusters Score -1.796105e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -17966550.000000 Penalty: 5777.671387
	Iteration 4F: 3 clusters Score -1.796655e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -17972596.000000 Penalty: 5777.671387
	Iteration 5F: 3 clusters Score -1.79726e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -17977980.000000 Penalty: 5777.671387
	Iteration 6F: 3 clusters Score -1.797798e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -17981526.000000 Penalty: 5777.671387
	Iteration 7F: 3 clusters Score -1.798153e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -17984202.000000 Penalty: 5777.671387
	Iteration 8Q: 3 clusters Score -1.79842e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -17986162.000000 Penalty: 5777.671387
	Iteration 9Q: 3 clusters Score -1.798616e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -17987954.000000 Penalty: 5777.671387
	Iteration 10Q: 3 clusters Score -1.798795e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -17989486.000000 Penalty: 5777.671387
	Iteration 11Q: 3 clusters Score -1.798949e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109820 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -17990578.000000 Penalty: 5777.671387
	Iteration 12Q: 3 clusters Score -1.799058e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -17991382.000000 Penalty: 5777.671387
	Iteration 13Q: 3 clusters Score -1.799138e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -17991782.000000 Penalty: 5777.671387
	Iteration 14Q: 3 clusters Score -1.799178e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -17991968.000000 Penalty: 5777.671387
	Iteration 15Q: 3 clusters Score -1.799197e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -17992036.000000 Penalty: 5777.671387
	Iteration 16Q: 3 clusters Score -1.799204e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17992062.000000 Penalty: 5777.671387
	Iteration 17Q: 3 clusters Score -1.799206e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112811 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -17992118.000000 Penalty: 5777.671387
	Iteration 18Q: 3 clusters Score -1.799212e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17992166.000000 Penalty: 5777.671387
	Iteration 19Q: 3 clusters Score -1.799217e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -17992262.000000 Penalty: 5777.671387
	Iteration 20F: 3 clusters Score -1.799226e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -17992300.000000 Penalty: 5777.671387
	Iteration 21Q: 3 clusters Score -1.79923e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17992328.000000 Penalty: 5777.671387
	Iteration 22Q: 3 clusters Score -1.799233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17992324.000000 Penalty: 5777.671387
	Iteration 23Q: 3 clusters Score -1.799232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17992360.000000 Penalty: 5777.671387
	Iteration 24Q: 3 clusters Score -1.799236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -17992382.000000 Penalty: 5777.671387
	Iteration 25Q: 3 clusters Score -1.799238e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17992364.000000 Penalty: 5777.671387
	Iteration 26Q: 3 clusters Score -1.799236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17992392.000000 Penalty: 5777.671387
	Iteration 27Q: 3 clusters Score -1.799239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17992416.000000 Penalty: 5777.671387
	Iteration 28Q: 3 clusters Score -1.799242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -17992440.000000 Penalty: 5777.671387
	Iteration 29Q: 3 clusters Score -1.799244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -17992442.000000 Penalty: 5777.671387
	Iteration 30Q: 3 clusters Score -1.799244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113334 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17992442.000000 Penalty: 5777.671387
	Iteration 31Q: 3 clusters Score -1.799244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17992458.000000 Penalty: 5777.671387
	Iteration 32Q: 3 clusters Score -1.799246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113348 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -17992454.000000 Penalty: 5777.671387
	Iteration 33Q: 3 clusters Score -1.799245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113365 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17992460.000000 Penalty: 5777.671387
	Iteration 34Q: 3 clusters Score -1.799246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -17992458.000000 Penalty: 5777.671387
	Iteration 35Q: 3 clusters Score -1.799246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17992460.000000 Penalty: 5777.671387
	Iteration 36Q: 3 clusters Score -1.799246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17992436.000000 Penalty: 5777.671387
	Iteration 37Q: 3 clusters Score -1.799244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17992436.000000 Penalty: 5777.671387
	Iteration 38Q: 3 clusters Score -1.799244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17992440.000000 Penalty: 5777.671387
	Iteration 39Q: 3 clusters Score -1.799244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17992440.000000 Penalty: 5777.671387
	Iteration 40F: 3 clusters Score -1.799244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Entering Unmasked Estep 
Score: -1579059.625000 Penalty: 2300.920654
	Iteration 0F: 2 clusters Score -1579060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1570931.375000 Penalty: 4601.841309
	Iteration 0F: 3 clusters Score -1570931 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1573913.625000 Penalty: 4601.841309
	Iteration 1F: 3 clusters Score -1573914 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1575051.125000 Penalty: 4601.841309
	Iteration 2F: 3 clusters Score -1575051 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1576367.875000 Penalty: 4601.841309
	Iteration 3F: 3 clusters Score -1576368 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1577817.500000 Penalty: 4601.841309
	Iteration 4F: 3 clusters Score -1577818 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1578867.375000 Penalty: 4601.841309
	Iteration 5F: 3 clusters Score -1578867 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1579461.875000 Penalty: 4601.841309
	Iteration 6F: 3 clusters Score -1579462 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1579836.875000 Penalty: 4601.841309
	Iteration 7Q: 3 clusters Score -1579837 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1580105.750000 Penalty: 4601.841309
	Iteration 8Q: 3 clusters Score -1580106 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1580345.625000 Penalty: 4601.841309
	Iteration 9Q: 3 clusters Score -1580346 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1580598.375000 Penalty: 4601.841309
	Iteration 10Q: 3 clusters Score -1580598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1580710.875000 Penalty: 4601.841309
	Iteration 11Q: 3 clusters Score -1580711 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1580762.250000 Penalty: 4601.841309
	Iteration 12Q: 3 clusters Score -1580762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1580774.500000 Penalty: 4601.841309
	Iteration 13Q: 3 clusters Score -1580774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1580779.000000 Penalty: 4601.841309
	Iteration 14Q: 3 clusters Score -1580779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1580780.625000 Penalty: 4601.841309
	Iteration 15Q: 3 clusters Score -1580781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1580781.250000 Penalty: 4601.841309
	Iteration 16Q: 3 clusters Score -1580781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1580784.125000 Penalty: 4601.841309
	Iteration 17Q: 3 clusters Score -1580784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1580785.750000 Penalty: 4601.841309
	Iteration 18Q: 3 clusters Score -1580786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1580788.125000 Penalty: 4601.841309
	Iteration 19Q: 3 clusters Score -1580788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1580786.125000 Penalty: 4601.841309
	Iteration 20F: 3 clusters Score -1580786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1580789.625000 Penalty: 4601.841309
	Iteration 21Q: 3 clusters Score -1580790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1580793.125000 Penalty: 4601.841309
	Iteration 22Q: 3 clusters Score -1580793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1580792.625000 Penalty: 4601.841309
	Iteration 23Q: 3 clusters Score -1580793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1580793.750000 Penalty: 4601.841309
	Iteration 24Q: 3 clusters Score -1580794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1580795.500000 Penalty: 4601.841309
	Iteration 25Q: 3 clusters Score -1580796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1580791.750000 Penalty: 4601.841309
	Iteration 26Q: 3 clusters Score -1580792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1580791.750000 Penalty: 4601.841309
	Iteration 27F: 3 clusters Score -1580792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 138249 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 28452 members 
Mstep: Class 33 contains 13511 members 
Mstep: Class 34 contains 1978 members 
Mstep: Class 35 contains 3973 members 
Entering Unmasked Estep 
Score: -120235800.000000 Penalty: 117934.632812
Splitting cluster 20 changes total score from -120159616.000000 to -120235800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (138249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Entering Unmasked Estep 
Score: -21634372.000000 Penalty: 2935.529297
	Iteration 0F: 2 clusters Score -2.163437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -21577984.000000 Penalty: 5871.058594
	Iteration 0F: 3 clusters Score -2.157798e+07 nChanged 66098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -21617018.000000 Penalty: 5871.058594
	Iteration 1F: 3 clusters Score -2.161702e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -21618826.000000 Penalty: 5871.058594
	Iteration 2Q: 3 clusters Score -2.161883e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -21621122.000000 Penalty: 5871.058594
	Iteration 3F: 3 clusters Score -2.162112e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -21624348.000000 Penalty: 5871.058594
	Iteration 4F: 3 clusters Score -2.162435e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -21629038.000000 Penalty: 5871.058594
	Iteration 5F: 3 clusters Score -2.162904e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -21635146.000000 Penalty: 5871.058594
	Iteration 6F: 3 clusters Score -2.163515e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -21641582.000000 Penalty: 5871.058594
	Iteration 7F: 3 clusters Score -2.164158e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -21647034.000000 Penalty: 5871.058594
	Iteration 8F: 3 clusters Score -2.164703e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -21650572.000000 Penalty: 5871.058594
	Iteration 9Q: 3 clusters Score -2.165057e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -21652900.000000 Penalty: 5871.058594
	Iteration 10Q: 3 clusters Score -2.16529e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -21654342.000000 Penalty: 5871.058594
	Iteration 11Q: 3 clusters Score -2.165434e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -21655324.000000 Penalty: 5871.058594
	Iteration 12Q: 3 clusters Score -2.165532e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -21655828.000000 Penalty: 5871.058594
	Iteration 13Q: 3 clusters Score -2.165583e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -21656374.000000 Penalty: 5871.058594
	Iteration 14Q: 3 clusters Score -2.165637e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -21657068.000000 Penalty: 5871.058594
	Iteration 15Q: 3 clusters Score -2.165707e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -21657770.000000 Penalty: 5871.058594
	Iteration 16Q: 3 clusters Score -2.165777e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -21658216.000000 Penalty: 5871.058594
	Iteration 17Q: 3 clusters Score -2.165822e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -21658902.000000 Penalty: 5871.058594
	Iteration 18Q: 3 clusters Score -2.16589e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -21659608.000000 Penalty: 5871.058594
	Iteration 19Q: 3 clusters Score -2.165961e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -21660242.000000 Penalty: 5871.058594
	Iteration 20F: 3 clusters Score -2.166024e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -21660904.000000 Penalty: 5871.058594
	Iteration 21Q: 3 clusters Score -2.16609e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -21661434.000000 Penalty: 5871.058594
	Iteration 22Q: 3 clusters Score -2.166143e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -21661884.000000 Penalty: 5871.058594
	Iteration 23Q: 3 clusters Score -2.166188e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -21662424.000000 Penalty: 5871.058594
	Iteration 24Q: 3 clusters Score -2.166242e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -21662822.000000 Penalty: 5871.058594
	Iteration 25Q: 3 clusters Score -2.166282e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -21663164.000000 Penalty: 5871.058594
	Iteration 26Q: 3 clusters Score -2.166316e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -21663506.000000 Penalty: 5871.058594
	Iteration 27Q: 3 clusters Score -2.166351e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -21663914.000000 Penalty: 5871.058594
	Iteration 28Q: 3 clusters Score -2.166391e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -21664122.000000 Penalty: 5871.058594
	Iteration 29Q: 3 clusters Score -2.166412e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -21664210.000000 Penalty: 5871.058594
	Iteration 30Q: 3 clusters Score -2.166421e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -21664270.000000 Penalty: 5871.058594
	Iteration 31Q: 3 clusters Score -2.166427e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -21664366.000000 Penalty: 5871.058594
	Iteration 32Q: 3 clusters Score -2.166437e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -21664422.000000 Penalty: 5871.058594
	Iteration 33Q: 3 clusters Score -2.166442e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -21664456.000000 Penalty: 5871.058594
	Iteration 34Q: 3 clusters Score -2.166446e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -21664474.000000 Penalty: 5871.058594
	Iteration 35Q: 3 clusters Score -2.166447e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -21664528.000000 Penalty: 5871.058594
	Iteration 36Q: 3 clusters Score -2.166453e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -21664566.000000 Penalty: 5871.058594
	Iteration 37Q: 3 clusters Score -2.166457e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -21664574.000000 Penalty: 5871.058594
	Iteration 38Q: 3 clusters Score -2.166457e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -21664534.000000 Penalty: 5871.058594
	Iteration 39Q: 3 clusters Score -2.166453e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -21664542.000000 Penalty: 5871.058594
	Iteration 40F: 3 clusters Score -2.166454e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -21664514.000000 Penalty: 5871.058594
	Iteration 41Q: 3 clusters Score -2.166451e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -21664448.000000 Penalty: 5871.058594
	Iteration 42Q: 3 clusters Score -2.166445e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -21664410.000000 Penalty: 5871.058594
	Iteration 43Q: 3 clusters Score -2.166441e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -21664332.000000 Penalty: 5871.058594
	Iteration 44Q: 3 clusters Score -2.166433e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -21664354.000000 Penalty: 5871.058594
	Iteration 45Q: 3 clusters Score -2.166435e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -21664362.000000 Penalty: 5871.058594
	Iteration 46Q: 3 clusters Score -2.166436e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -21664344.000000 Penalty: 5871.058594
	Iteration 47Q: 3 clusters Score -2.166434e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -21664312.000000 Penalty: 5871.058594
	Iteration 48Q: 3 clusters Score -2.166431e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -21664320.000000 Penalty: 5871.058594
	Iteration 49Q: 3 clusters Score -2.166432e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -21664290.000000 Penalty: 5871.058594
	Iteration 50Q: 3 clusters Score -2.166429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -21664248.000000 Penalty: 5871.058594
	Iteration 51Q: 3 clusters Score -2.166425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -21664212.000000 Penalty: 5871.058594
	Iteration 52Q: 3 clusters Score -2.166421e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -21664242.000000 Penalty: 5871.058594
	Iteration 53Q: 3 clusters Score -2.166424e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -21664240.000000 Penalty: 5871.058594
	Iteration 54Q: 3 clusters Score -2.166424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -21664232.000000 Penalty: 5871.058594
	Iteration 55Q: 3 clusters Score -2.166423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -21664242.000000 Penalty: 5871.058594
	Iteration 56Q: 3 clusters Score -2.166424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -21664218.000000 Penalty: 5871.058594
	Iteration 57Q: 3 clusters Score -2.166422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -21664208.000000 Penalty: 5871.058594
	Iteration 58Q: 3 clusters Score -2.166421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -21664232.000000 Penalty: 5871.058594
	Iteration 59Q: 3 clusters Score -2.166423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -21664206.000000 Penalty: 5871.058594
	Iteration 60F: 3 clusters Score -2.166421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -21664192.000000 Penalty: 5871.058594
	Iteration 61Q: 3 clusters Score -2.166419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -21664202.000000 Penalty: 5871.058594
	Iteration 62Q: 3 clusters Score -2.16642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -21664204.000000 Penalty: 5871.058594
	Iteration 63Q: 3 clusters Score -2.16642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -21664206.000000 Penalty: 5871.058594
	Iteration 64Q: 3 clusters Score -2.166421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -21664208.000000 Penalty: 5871.058594
	Iteration 65Q: 3 clusters Score -2.166421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -21664204.000000 Penalty: 5871.058594
	Iteration 66Q: 3 clusters Score -2.16642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -21664194.000000 Penalty: 5871.058594
	Iteration 67Q: 3 clusters Score -2.166419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -21664190.000000 Penalty: 5871.058594
	Iteration 68Q: 3 clusters Score -2.166419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -21664186.000000 Penalty: 5871.058594
	Iteration 69Q: 3 clusters Score -2.166419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -21664178.000000 Penalty: 5871.058594
	Iteration 70Q: 3 clusters Score -2.166418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -21664180.000000 Penalty: 5871.058594
	Iteration 71Q: 3 clusters Score -2.166418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -21664200.000000 Penalty: 5871.058594
	Iteration 72Q: 3 clusters Score -2.16642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -21664192.000000 Penalty: 5871.058594
	Iteration 73Q: 3 clusters Score -2.166419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -21664196.000000 Penalty: 5871.058594
	Iteration 74Q: 3 clusters Score -2.16642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -21664178.000000 Penalty: 5871.058594
	Iteration 75Q: 3 clusters Score -2.166418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -21664200.000000 Penalty: 5871.058594
	Iteration 76Q: 3 clusters Score -2.16642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -21664194.000000 Penalty: 5871.058594
	Iteration 77Q: 3 clusters Score -2.166419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -21664202.000000 Penalty: 5871.058594
	Iteration 78Q: 3 clusters Score -2.16642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -21664198.000000 Penalty: 5871.058594
	Iteration 79Q: 3 clusters Score -2.16642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -21664206.000000 Penalty: 5871.058594
	Iteration 80F: 3 clusters Score -2.166421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -21664206.000000 Penalty: 5871.058594
	Iteration 81Q: 3 clusters Score -2.166421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -21664200.000000 Penalty: 5871.058594
	Iteration 82Q: 3 clusters Score -2.16642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -21664202.000000 Penalty: 5871.058594
	Iteration 83Q: 3 clusters Score -2.16642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -21664204.000000 Penalty: 5871.058594
	Iteration 84Q: 3 clusters Score -2.16642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -21664202.000000 Penalty: 5871.058594
	Iteration 85Q: 3 clusters Score -2.16642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -21664196.000000 Penalty: 5871.058594
	Iteration 86Q: 3 clusters Score -2.16642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -21664196.000000 Penalty: 5871.058594
	Iteration 87F: 3 clusters Score -2.16642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 56948 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 24931 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 9719 members 
Mstep: Class 28 contains 781 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 860 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 28452 members 
Mstep: Class 33 contains 13511 members 
Mstep: Class 34 contains 1978 members 
Mstep: Class 35 contains 3973 members 
Mstep: Class 36 contains 81301 members 
Entering Unmasked Estep 
Score: -120265376.000000 Penalty: 121304.187500
Splitting cluster 21 changes total score from -120159616.000000 to -120265376.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 48343 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 96316 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 15929 members 
Mstep: Class 14 contains 21170 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 65960 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 54008 members 
Mstep: Class 19 contains 114523 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 56948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120289856.000000 Penalty: 121304.187500
Iteration 39Q: 37 clusters Score -1.202899e+08 nChanged 30492
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 49743 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 97380 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 27207 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 10163 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 16817 members 
Mstep: Class 14 contains 21117 members 
Mstep: Class 15 contains 15994 members 
Mstep: Class 16 contains 66644 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 55254 members 
Mstep: Class 19 contains 114536 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 58577 members 
Mstep: Class 22 contains 19755 members 
Mstep: Class 23 contains 629 members 
Mstep: Class 24 contains 51269 members 
Mstep: Class 25 contains 24995 members 
Mstep: Class 26 contains 427 members 
Mstep: Class 27 contains 8770 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 3908 members 
Mstep: Class 30 contains 861 members 
Mstep: Class 31 contains 6467 members 
Mstep: Class 32 contains 24645 members 
Mstep: Class 33 contains 12641 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 3811 members 
Mstep: Class 36 contains 82020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120314952.000000 Penalty: 121304.187500
Iteration 40F: 37 clusters Score -1.20315e+08 nChanged 26113
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 238 members 
Mstep: Class 4 contains 50867 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 93055 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 25958 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 13 contains 16249 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 15479 members 
Mstep: Class 16 contains 65860 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 55120 members 
Mstep: Class 19 contains 113215 members 
Mstep: Class 20 contains 6685 members 
Mstep: Class 21 contains 58796 members 
Mstep: Class 22 contains 19461 members 
Mstep: Class 23 contains 547 members 
Mstep: Class 24 contains 55123 members 
Mstep: Class 25 contains 25774 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9122 members 
Mstep: Class 28 contains 933 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 863 members 
Mstep: Class 31 contains 6641 members 
Mstep: Class 32 contains 23441 members 
Mstep: Class 33 contains 13973 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 4415 members 
Mstep: Class 36 contains 83151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120328304.000000 Penalty: 121304.187500
Iteration 41Q: 37 clusters Score -1.203283e+08 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 51774 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 90057 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 25167 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 10833 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 15961 members 
Mstep: Class 14 contains 20796 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 16 contains 65341 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 55006 members 
Mstep: Class 19 contains 112353 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 58990 members 
Mstep: Class 22 contains 19149 members 
Mstep: Class 23 contains 501 members 
Mstep: Class 24 contains 57572 members 
Mstep: Class 25 contains 26190 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 9295 members 
Mstep: Class 28 contains 995 members 
Mstep: Class 29 contains 4816 members 
Mstep: Class 30 contains 866 members 
Mstep: Class 31 contains 6754 members 
Mstep: Class 32 contains 22420 members 
Mstep: Class 33 contains 15075 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 83735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120335624.000000 Penalty: 121304.187500
Iteration 42Q: 37 clusters Score -1.203356e+08 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 52445 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 87816 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 24558 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 11136 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 15736 members 
Mstep: Class 14 contains 20778 members 
Mstep: Class 15 contains 15163 members 
Mstep: Class 16 contains 64855 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 54896 members 
Mstep: Class 19 contains 111787 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 59049 members 
Mstep: Class 22 contains 18904 members 
Mstep: Class 23 contains 457 members 
Mstep: Class 24 contains 59321 members 
Mstep: Class 25 contains 26442 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 1052 members 
Mstep: Class 29 contains 5157 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 6842 members 
Mstep: Class 32 contains 21655 members 
Mstep: Class 33 contains 16135 members 
Mstep: Class 34 contains 2314 members 
Mstep: Class 35 contains 5007 members 
Mstep: Class 36 contains 84134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120340120.000000 Penalty: 121304.187500
Iteration 43Q: 37 clusters Score -1.203401e+08 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 52954 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 86063 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 24043 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 20804 members 
Mstep: Class 15 contains 15128 members 
Mstep: Class 16 contains 64428 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 54797 members 
Mstep: Class 19 contains 111395 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 59025 members 
Mstep: Class 22 contains 18697 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 60649 members 
Mstep: Class 25 contains 26629 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 9277 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 5446 members 
Mstep: Class 30 contains 869 members 
Mstep: Class 31 contains 6918 members 
Mstep: Class 32 contains 21114 members 
Mstep: Class 33 contains 17132 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 5181 members 
Mstep: Class 36 contains 84402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120343024.000000 Penalty: 121304.187500
Iteration 44Q: 37 clusters Score -1.20343e+08 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 53385 members 
Mstep: Class 5 contains 1064 members 
Mstep: Class 6 contains 84638 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 23575 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 11540 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 15371 members 
Mstep: Class 14 contains 20832 members 
Mstep: Class 15 contains 15099 members 
Mstep: Class 16 contains 64065 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 54729 members 
Mstep: Class 19 contains 111112 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 58922 members 
Mstep: Class 22 contains 18500 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 61631 members 
Mstep: Class 25 contains 26788 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 9197 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 5714 members 
Mstep: Class 30 contains 877 members 
Mstep: Class 31 contains 6971 members 
Mstep: Class 32 contains 20721 members 
Mstep: Class 33 contains 18115 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 84624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120345344.000000 Penalty: 121304.187500
Iteration 45Q: 37 clusters Score -1.203453e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 53726 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 83476 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 11688 members 
Mstep: Class 11 contains 1374 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 15223 members 
Mstep: Class 14 contains 20840 members 
Mstep: Class 15 contains 15090 members 
Mstep: Class 16 contains 63804 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 54680 members 
Mstep: Class 19 contains 110888 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 58817 members 
Mstep: Class 22 contains 18362 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 62377 members 
Mstep: Class 25 contains 26922 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 9123 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 5925 members 
Mstep: Class 30 contains 882 members 
Mstep: Class 31 contains 7013 members 
Mstep: Class 32 contains 20371 members 
Mstep: Class 33 contains 19089 members 
Mstep: Class 34 contains 2339 members 
Mstep: Class 35 contains 5412 members 
Mstep: Class 36 contains 84817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120347504.000000 Penalty: 121304.187500
Iteration 46Q: 37 clusters Score -1.203475e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 53994 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 82585 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 22594 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 11810 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 15089 members 
Mstep: Class 14 contains 20870 members 
Mstep: Class 15 contains 15098 members 
Mstep: Class 16 contains 63607 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 54622 members 
Mstep: Class 19 contains 110709 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 58690 members 
Mstep: Class 22 contains 18217 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 62895 members 
Mstep: Class 25 contains 27027 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9045 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 884 members 
Mstep: Class 31 contains 7037 members 
Mstep: Class 32 contains 20117 members 
Mstep: Class 33 contains 19986 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 5504 members 
Mstep: Class 36 contains 84971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120348744.000000 Penalty: 121304.187500
Iteration 47Q: 37 clusters Score -1.203487e+08 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 54208 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 81864 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 22182 members 
Mstep: Class 9 contains 1097 members 
Mstep: Class 10 contains 11933 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 20885 members 
Mstep: Class 15 contains 15107 members 
Mstep: Class 16 contains 63445 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 54570 members 
Mstep: Class 19 contains 110587 members 
Mstep: Class 20 contains 6939 members 
Mstep: Class 21 contains 58539 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 63313 members 
Mstep: Class 25 contains 27133 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 8971 members 
Mstep: Class 28 contains 1152 members 
Mstep: Class 29 contains 6230 members 
Mstep: Class 30 contains 887 members 
Mstep: Class 31 contains 7066 members 
Mstep: Class 32 contains 19868 members 
Mstep: Class 33 contains 20768 members 
Mstep: Class 34 contains 2346 members 
Mstep: Class 35 contains 5574 members 
Mstep: Class 36 contains 85105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120349288.000000 Penalty: 121304.187500
Iteration 48Q: 37 clusters Score -1.203493e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 54426 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 81291 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 20911 members 
Mstep: Class 15 contains 15124 members 
Mstep: Class 16 contains 63311 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 54517 members 
Mstep: Class 19 contains 110459 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 58373 members 
Mstep: Class 22 contains 17991 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 63631 members 
Mstep: Class 25 contains 27214 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 8870 members 
Mstep: Class 28 contains 1158 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 890 members 
Mstep: Class 31 contains 7092 members 
Mstep: Class 32 contains 19652 members 
Mstep: Class 33 contains 21489 members 
Mstep: Class 34 contains 2352 members 
Mstep: Class 35 contains 5649 members 
Mstep: Class 36 contains 85237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120350608.000000 Penalty: 121304.187500
Iteration 49Q: 37 clusters Score -1.203506e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 54594 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 80812 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 21476 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 20938 members 
Mstep: Class 15 contains 15139 members 
Mstep: Class 16 contains 63228 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 54485 members 
Mstep: Class 19 contains 110362 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 58217 members 
Mstep: Class 22 contains 17873 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 63871 members 
Mstep: Class 25 contains 27284 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 1158 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 891 members 
Mstep: Class 31 contains 7122 members 
Mstep: Class 32 contains 19475 members 
Mstep: Class 33 contains 22134 members 
Mstep: Class 34 contains 2360 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 85348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120350848.000000 Penalty: 121304.187500
Iteration 50Q: 37 clusters Score -1.203508e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 80419 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 21126 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12221 members 
Mstep: Class 11 contains 1374 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 14831 members 
Mstep: Class 14 contains 20976 members 
Mstep: Class 15 contains 15138 members 
Mstep: Class 16 contains 63159 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 54468 members 
Mstep: Class 19 contains 110262 members 
Mstep: Class 20 contains 7032 members 
Mstep: Class 21 contains 58070 members 
Mstep: Class 22 contains 17763 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 64058 members 
Mstep: Class 25 contains 27355 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 8787 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 892 members 
Mstep: Class 31 contains 7152 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 22717 members 
Mstep: Class 34 contains 2368 members 
Mstep: Class 35 contains 5791 members 
Mstep: Class 36 contains 85435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351400.000000 Penalty: 121304.187500
Iteration 51Q: 37 clusters Score -1.203514e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 54924 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 80108 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 20875 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12282 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 14816 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 63116 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 54428 members 
Mstep: Class 19 contains 110168 members 
Mstep: Class 20 contains 7039 members 
Mstep: Class 21 contains 57933 members 
Mstep: Class 22 contains 17642 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64168 members 
Mstep: Class 25 contains 27437 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 8773 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 6454 members 
Mstep: Class 30 contains 894 members 
Mstep: Class 31 contains 7166 members 
Mstep: Class 32 contains 19200 members 
Mstep: Class 33 contains 23193 members 
Mstep: Class 34 contains 2375 members 
Mstep: Class 35 contains 5868 members 
Mstep: Class 36 contains 85506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351848.000000 Penalty: 121304.187500
Iteration 52Q: 37 clusters Score -1.203518e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55068 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 79818 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 12349 members 
Mstep: Class 11 contains 1376 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14803 members 
Mstep: Class 14 contains 21043 members 
Mstep: Class 15 contains 15143 members 
Mstep: Class 16 contains 63072 members 
Mstep: Class 17 contains 1478 members 
Mstep: Class 18 contains 54406 members 
Mstep: Class 19 contains 110074 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 57780 members 
Mstep: Class 22 contains 17533 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64247 members 
Mstep: Class 25 contains 27498 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 8805 members 
Mstep: Class 28 contains 1169 members 
Mstep: Class 29 contains 6482 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7174 members 
Mstep: Class 32 contains 19106 members 
Mstep: Class 33 contains 23673 members 
Mstep: Class 34 contains 2378 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 85598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352168.000000 Penalty: 121304.187500
Iteration 53Q: 37 clusters Score -1.203522e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55155 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 79558 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 20357 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12419 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14783 members 
Mstep: Class 14 contains 21078 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 63034 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 54395 members 
Mstep: Class 19 contains 110016 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 57613 members 
Mstep: Class 22 contains 17421 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64321 members 
Mstep: Class 25 contains 27558 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 1170 members 
Mstep: Class 29 contains 6503 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7174 members 
Mstep: Class 32 contains 19030 members 
Mstep: Class 33 contains 24094 members 
Mstep: Class 34 contains 2376 members 
Mstep: Class 35 contains 6022 members 
Mstep: Class 36 contains 85701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352552.000000 Penalty: 121304.187500
Iteration 54Q: 37 clusters Score -1.203526e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55240 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 79334 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 20135 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 21117 members 
Mstep: Class 15 contains 15122 members 
Mstep: Class 16 contains 62998 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 54376 members 
Mstep: Class 19 contains 109943 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 57444 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64389 members 
Mstep: Class 25 contains 27600 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 1174 members 
Mstep: Class 29 contains 6517 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 18971 members 
Mstep: Class 33 contains 24499 members 
Mstep: Class 34 contains 2368 members 
Mstep: Class 35 contains 6095 members 
Mstep: Class 36 contains 85785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352808.000000 Penalty: 121304.187500
Iteration 55Q: 37 clusters Score -1.203528e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55321 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 79110 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19928 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12506 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14812 members 
Mstep: Class 14 contains 21149 members 
Mstep: Class 15 contains 15087 members 
Mstep: Class 16 contains 62952 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 54345 members 
Mstep: Class 19 contains 109864 members 
Mstep: Class 20 contains 7022 members 
Mstep: Class 21 contains 57287 members 
Mstep: Class 22 contains 17243 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64460 members 
Mstep: Class 25 contains 27659 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 8933 members 
Mstep: Class 28 contains 1180 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7170 members 
Mstep: Class 32 contains 18931 members 
Mstep: Class 33 contains 24875 members 
Mstep: Class 34 contains 2353 members 
Mstep: Class 35 contains 6170 members 
Mstep: Class 36 contains 85868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353120.000000 Penalty: 121304.187500
Iteration 56Q: 37 clusters Score -1.203531e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55381 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 78920 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19740 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12556 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 21167 members 
Mstep: Class 15 contains 15073 members 
Mstep: Class 16 contains 62899 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 54319 members 
Mstep: Class 19 contains 109792 members 
Mstep: Class 20 contains 7015 members 
Mstep: Class 21 contains 57128 members 
Mstep: Class 22 contains 17169 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64484 members 
Mstep: Class 25 contains 27720 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 8975 members 
Mstep: Class 28 contains 1181 members 
Mstep: Class 29 contains 6564 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7182 members 
Mstep: Class 32 contains 18867 members 
Mstep: Class 33 contains 25212 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 6237 members 
Mstep: Class 36 contains 85979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353336.000000 Penalty: 121304.187500
Iteration 57Q: 37 clusters Score -1.203533e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55422 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 78723 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19581 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 12576 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 21188 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 62871 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 54292 members 
Mstep: Class 19 contains 109739 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 56964 members 
Mstep: Class 22 contains 17085 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64510 members 
Mstep: Class 25 contains 27788 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9014 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 6588 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7188 members 
Mstep: Class 32 contains 18829 members 
Mstep: Class 33 contains 25543 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 6294 members 
Mstep: Class 36 contains 86089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353480.000000 Penalty: 121304.187500
Iteration 58Q: 37 clusters Score -1.203535e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55437 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 78537 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19406 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 12588 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 21205 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 62844 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 54260 members 
Mstep: Class 19 contains 109692 members 
Mstep: Class 20 contains 7022 members 
Mstep: Class 21 contains 56823 members 
Mstep: Class 22 contains 17003 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64546 members 
Mstep: Class 25 contains 27845 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9061 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 6604 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7201 members 
Mstep: Class 32 contains 18802 members 
Mstep: Class 33 contains 25882 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 6351 members 
Mstep: Class 36 contains 86181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353536.000000 Penalty: 121304.187500
Iteration 59Q: 37 clusters Score -1.203535e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55446 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 78351 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19265 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 12614 members 
Mstep: Class 11 contains 1376 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 21217 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 54215 members 
Mstep: Class 19 contains 109623 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 56703 members 
Mstep: Class 22 contains 16936 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64547 members 
Mstep: Class 25 contains 27907 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9087 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7209 members 
Mstep: Class 32 contains 18778 members 
Mstep: Class 33 contains 26212 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 6420 members 
Mstep: Class 36 contains 86246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120354304.000000 Penalty: 121304.187500
Iteration 60F: 37 clusters Score -1.203543e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 78135 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 19105 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 12621 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 21231 members 
Mstep: Class 15 contains 15040 members 
Mstep: Class 16 contains 62825 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 54179 members 
Mstep: Class 19 contains 109546 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 56589 members 
Mstep: Class 22 contains 16864 members 
Mstep: Class 23 contains 398 members 
Mstep: Class 24 contains 64556 members 
Mstep: Class 25 contains 27942 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9108 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7215 members 
Mstep: Class 32 contains 18757 members 
Mstep: Class 33 contains 26609 members 
Mstep: Class 34 contains 2325 members 
Mstep: Class 35 contains 6504 members 
Mstep: Class 36 contains 86315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355312.000000 Penalty: 121304.187500
Iteration 61Q: 37 clusters Score -1.203553e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 55450 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 77950 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18931 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12628 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 21243 members 
Mstep: Class 15 contains 15043 members 
Mstep: Class 16 contains 62825 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 54130 members 
Mstep: Class 19 contains 109499 members 
Mstep: Class 20 contains 7062 members 
Mstep: Class 21 contains 56491 members 
Mstep: Class 22 contains 16793 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 64569 members 
Mstep: Class 25 contains 27970 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9135 members 
Mstep: Class 28 contains 1194 members 
Mstep: Class 29 contains 6635 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7218 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 26971 members 
Mstep: Class 34 contains 2321 members 
Mstep: Class 35 contains 6575 members 
Mstep: Class 36 contains 86378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355592.000000 Penalty: 121304.187500
Iteration 62Q: 37 clusters Score -1.203556e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 55437 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 77777 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18788 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 21251 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 62820 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 54104 members 
Mstep: Class 19 contains 109448 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 56393 members 
Mstep: Class 22 contains 16733 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 64578 members 
Mstep: Class 25 contains 28009 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9162 members 
Mstep: Class 28 contains 1195 members 
Mstep: Class 29 contains 6641 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7232 members 
Mstep: Class 32 contains 18718 members 
Mstep: Class 33 contains 27270 members 
Mstep: Class 34 contains 2322 members 
Mstep: Class 35 contains 6645 members 
Mstep: Class 36 contains 86451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355768.000000 Penalty: 121304.187500
Iteration 63Q: 37 clusters Score -1.203558e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 55441 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 77613 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18636 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 12628 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15026 members 
Mstep: Class 14 contains 21272 members 
Mstep: Class 15 contains 15059 members 
Mstep: Class 16 contains 62807 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 54084 members 
Mstep: Class 19 contains 109396 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 56315 members 
Mstep: Class 22 contains 16666 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 64607 members 
Mstep: Class 25 contains 28050 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 6646 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7234 members 
Mstep: Class 32 contains 18696 members 
Mstep: Class 33 contains 27553 members 
Mstep: Class 34 contains 2318 members 
Mstep: Class 35 contains 6690 members 
Mstep: Class 36 contains 86520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356112.000000 Penalty: 121304.187500
Iteration 64Q: 37 clusters Score -1.203561e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55459 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 77447 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18490 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 21300 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 62808 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 54076 members 
Mstep: Class 19 contains 109341 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 56227 members 
Mstep: Class 22 contains 16605 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 64629 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 9213 members 
Mstep: Class 28 contains 1200 members 
Mstep: Class 29 contains 6646 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7240 members 
Mstep: Class 32 contains 18670 members 
Mstep: Class 33 contains 27795 members 
Mstep: Class 34 contains 2310 members 
Mstep: Class 35 contains 6746 members 
Mstep: Class 36 contains 86600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356224.000000 Penalty: 121304.187500
Iteration 65Q: 37 clusters Score -1.203562e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55466 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 77290 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18340 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 21331 members 
Mstep: Class 15 contains 15062 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 54063 members 
Mstep: Class 19 contains 109290 members 
Mstep: Class 20 contains 7127 members 
Mstep: Class 21 contains 56156 members 
Mstep: Class 22 contains 16548 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 64669 members 
Mstep: Class 25 contains 28174 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9231 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7256 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 28009 members 
Mstep: Class 34 contains 2310 members 
Mstep: Class 35 contains 6808 members 
Mstep: Class 36 contains 86654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356008.000000 Penalty: 121304.187500
Iteration 66Q: 37 clusters Score -1.20356e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55473 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 77128 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18227 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 12624 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 21356 members 
Mstep: Class 15 contains 15061 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 54051 members 
Mstep: Class 19 contains 109244 members 
Mstep: Class 20 contains 7134 members 
Mstep: Class 21 contains 56095 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 395 members 
Mstep: Class 24 contains 64698 members 
Mstep: Class 25 contains 28234 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1207 members 
Mstep: Class 29 contains 6630 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7264 members 
Mstep: Class 32 contains 18631 members 
Mstep: Class 33 contains 28216 members 
Mstep: Class 34 contains 2308 members 
Mstep: Class 35 contains 6867 members 
Mstep: Class 36 contains 86694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355936.000000 Penalty: 121304.187500
Iteration 67Q: 37 clusters Score -1.203559e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55499 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76998 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 18109 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15048 members 
Mstep: Class 14 contains 21379 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 62811 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 54043 members 
Mstep: Class 19 contains 109196 members 
Mstep: Class 20 contains 7142 members 
Mstep: Class 21 contains 56050 members 
Mstep: Class 22 contains 16449 members 
Mstep: Class 23 contains 393 members 
Mstep: Class 24 contains 64725 members 
Mstep: Class 25 contains 28281 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 6630 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7277 members 
Mstep: Class 32 contains 18609 members 
Mstep: Class 33 contains 28407 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 6929 members 
Mstep: Class 36 contains 86732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355952.000000 Penalty: 121304.187500
Iteration 68Q: 37 clusters Score -1.20356e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55525 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76873 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17993 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15044 members 
Mstep: Class 14 contains 21410 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 62803 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 54045 members 
Mstep: Class 19 contains 109156 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 55979 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64744 members 
Mstep: Class 25 contains 28316 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9245 members 
Mstep: Class 28 contains 1215 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 18602 members 
Mstep: Class 33 contains 28592 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 86779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356304.000000 Penalty: 121304.187500
Iteration 69Q: 37 clusters Score -1.203563e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55534 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76768 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17903 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15034 members 
Mstep: Class 14 contains 21434 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 62792 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 54049 members 
Mstep: Class 19 contains 109130 members 
Mstep: Class 20 contains 7146 members 
Mstep: Class 21 contains 55925 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 389 members 
Mstep: Class 24 contains 64769 members 
Mstep: Class 25 contains 28349 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9244 members 
Mstep: Class 28 contains 1218 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7311 members 
Mstep: Class 32 contains 18589 members 
Mstep: Class 33 contains 28749 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7010 members 
Mstep: Class 36 contains 86814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356328.000000 Penalty: 121304.187500
Iteration 70Q: 37 clusters Score -1.203563e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 55559 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76676 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12651 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15033 members 
Mstep: Class 14 contains 21450 members 
Mstep: Class 15 contains 15014 members 
Mstep: Class 16 contains 62774 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54049 members 
Mstep: Class 19 contains 109102 members 
Mstep: Class 20 contains 7145 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 16338 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64768 members 
Mstep: Class 25 contains 28380 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9222 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 6640 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7330 members 
Mstep: Class 32 contains 18578 members 
Mstep: Class 33 contains 28894 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7052 members 
Mstep: Class 36 contains 86851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356384.000000 Penalty: 121304.187500
Iteration 71Q: 37 clusters Score -1.203564e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55581 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76590 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12671 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15041 members 
Mstep: Class 14 contains 21470 members 
Mstep: Class 15 contains 15006 members 
Mstep: Class 16 contains 62757 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54055 members 
Mstep: Class 19 contains 109059 members 
Mstep: Class 20 contains 7140 members 
Mstep: Class 21 contains 55835 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64757 members 
Mstep: Class 25 contains 28406 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9221 members 
Mstep: Class 28 contains 1223 members 
Mstep: Class 29 contains 6638 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7326 members 
Mstep: Class 32 contains 18578 members 
Mstep: Class 33 contains 29047 members 
Mstep: Class 34 contains 2299 members 
Mstep: Class 35 contains 7101 members 
Mstep: Class 36 contains 86873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356488.000000 Penalty: 121304.187500
Iteration 72Q: 37 clusters Score -1.203565e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55586 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76520 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17734 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15058 members 
Mstep: Class 14 contains 21490 members 
Mstep: Class 15 contains 14998 members 
Mstep: Class 16 contains 62749 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54059 members 
Mstep: Class 19 contains 109028 members 
Mstep: Class 20 contains 7149 members 
Mstep: Class 21 contains 55791 members 
Mstep: Class 22 contains 16252 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64757 members 
Mstep: Class 25 contains 28428 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9209 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7323 members 
Mstep: Class 32 contains 18575 members 
Mstep: Class 33 contains 29176 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7149 members 
Mstep: Class 36 contains 86894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356600.000000 Penalty: 121304.187500
Iteration 73Q: 37 clusters Score -1.203566e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55594 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76472 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17706 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15060 members 
Mstep: Class 14 contains 21506 members 
Mstep: Class 15 contains 14986 members 
Mstep: Class 16 contains 62729 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54059 members 
Mstep: Class 19 contains 109006 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 55749 members 
Mstep: Class 22 contains 16211 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64747 members 
Mstep: Class 25 contains 28450 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7321 members 
Mstep: Class 32 contains 18578 members 
Mstep: Class 33 contains 29269 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7199 members 
Mstep: Class 36 contains 86927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356608.000000 Penalty: 121304.187500
Iteration 74Q: 37 clusters Score -1.203566e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55596 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76423 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17666 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15053 members 
Mstep: Class 14 contains 21525 members 
Mstep: Class 15 contains 14972 members 
Mstep: Class 16 contains 62718 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54057 members 
Mstep: Class 19 contains 108975 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 55724 members 
Mstep: Class 22 contains 16169 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64754 members 
Mstep: Class 25 contains 28466 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9179 members 
Mstep: Class 28 contains 1229 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7312 members 
Mstep: Class 32 contains 18572 members 
Mstep: Class 33 contains 29371 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 86952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356528.000000 Penalty: 121304.187500
Iteration 75Q: 37 clusters Score -1.203565e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55603 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76374 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17631 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15058 members 
Mstep: Class 14 contains 21541 members 
Mstep: Class 15 contains 14970 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54063 members 
Mstep: Class 19 contains 108950 members 
Mstep: Class 20 contains 7154 members 
Mstep: Class 21 contains 55683 members 
Mstep: Class 22 contains 16122 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64751 members 
Mstep: Class 25 contains 28490 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1232 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7303 members 
Mstep: Class 32 contains 18573 members 
Mstep: Class 33 contains 29457 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7300 members 
Mstep: Class 36 contains 86982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356416.000000 Penalty: 121304.187500
Iteration 76Q: 37 clusters Score -1.203564e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55611 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76335 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12723 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15058 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 62704 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54065 members 
Mstep: Class 19 contains 108921 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55659 members 
Mstep: Class 22 contains 16064 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64748 members 
Mstep: Class 25 contains 28503 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 6651 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7297 members 
Mstep: Class 32 contains 18589 members 
Mstep: Class 33 contains 29512 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7338 members 
Mstep: Class 36 contains 87001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356576.000000 Penalty: 121304.187500
Iteration 77Q: 37 clusters Score -1.203566e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55623 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76297 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17575 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15051 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 14964 members 
Mstep: Class 16 contains 62705 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54061 members 
Mstep: Class 19 contains 108897 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 55645 members 
Mstep: Class 22 contains 16019 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64745 members 
Mstep: Class 25 contains 28519 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9161 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 6658 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7299 members 
Mstep: Class 32 contains 18608 members 
Mstep: Class 33 contains 29561 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7378 members 
Mstep: Class 36 contains 87012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356832.000000 Penalty: 121304.187500
Iteration 78Q: 37 clusters Score -1.203568e+08 nChanged 341
Entering ConstructFrom: 
Score: -120356832.000000 Penalty: 121304.187500
Entering ConstructFrom: 
Trying to split cluster 1 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -126222.257812 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -126222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124449.507812 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -124449.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124814.765625 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -124814.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -125073.664062 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -125073.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125254.765625 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -125254.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -125342.617188 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -125342.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125387.890625 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -125387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -125412.601562 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -125412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -125427.164062 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -125427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125439.148438 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -125439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125454.554688 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -125454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -125461.984375 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -125462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -125469.117188 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -125469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -125469.117188 Penalty: 3354.313965
	Iteration 12F: 3 clusters Score -125469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -836790.500000 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -836790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -831899.812500 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -831899.8 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -833125.187500 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -833125.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -833431.875000 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -833431.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -833709.625000 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -833709.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -833995.687500 Penalty: 4279.230957
	Iteration 4F: 3 clusters Score -833995.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -834280.812500 Penalty: 4279.230957
	Iteration 5F: 3 clusters Score -834280.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -834518.500000 Penalty: 4279.230957
	Iteration 6F: 3 clusters Score -834518.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -834738.125000 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -834738.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -834978.937500 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -834978.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -835204.875000 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -835204.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -835478.500000 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -835478.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -835685.812500 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -835685.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -835871.125000 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -835871.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -836018.062500 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -836018.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -836145.062500 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -836145.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -836245.000000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -836245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -836296.625000 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -836296.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -836337.562500 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -836337.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -836373.937500 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -836373.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -836401.250000 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -836401.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -836422.750000 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -836422.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -836436.937500 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -836436.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -836445.875000 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -836445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -836449.437500 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -836449.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -836458.187500 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -836458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -836458.500000 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -836458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -836461.500000 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -836461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -836461.562500 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -836461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -836463.500000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -836463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -836463.562500 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -836463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -836464.937500 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -836464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -836466.062500 Penalty: 4279.230957
	Iteration 31Q: 3 clusters Score -836466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -836468.812500 Penalty: 4279.230957
	Iteration 32Q: 3 clusters Score -836468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -836469.812500 Penalty: 4279.230957
	Iteration 33Q: 3 clusters Score -836469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -836472.500000 Penalty: 4279.230957
	Iteration 34Q: 3 clusters Score -836472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -836473.312500 Penalty: 4279.230957
	Iteration 35Q: 3 clusters Score -836473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -836473.875000 Penalty: 4279.230957
	Iteration 36Q: 3 clusters Score -836473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -836474.562500 Penalty: 4279.230957
	Iteration 37Q: 3 clusters Score -836474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -836477.125000 Penalty: 4279.230957
	Iteration 38Q: 3 clusters Score -836477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -836477.125000 Penalty: 4279.230957
	Iteration 39Q: 3 clusters Score -836477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -836476.687500 Penalty: 4279.230957
	Iteration 40F: 3 clusters Score -836476.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -20791.703125 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -20791.7 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 109 members 
Entering Unmasked Estep 
Score: -19867.341797 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -19867.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20179.320312 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -20179.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20293.570312 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -20293.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20326.611328 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -20326.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20337.222656 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -20337.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20345.134766 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -20345.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20348.208984 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -20348.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20350.291016 Penalty: 2661.523926
	Iteration 7Q: 3 clusters Score -20350.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20350.291016 Penalty: 2661.523926
	Iteration 8F: 3 clusters Score -20350.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Entering Unmasked Estep 
Score: -8602538.000000 Penalty: 2709.806641
	Iteration 0F: 2 clusters Score -8602538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -8565216.000000 Penalty: 5419.613281
	Iteration 0F: 3 clusters Score -8565216 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8580760.000000 Penalty: 5419.613281
	Iteration 1F: 3 clusters Score -8580760 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8582688.000000 Penalty: 5419.613281
	Iteration 2F: 3 clusters Score -8582688 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8585170.000000 Penalty: 5419.613281
	Iteration 3F: 3 clusters Score -8585170 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -8587827.000000 Penalty: 5419.613281
	Iteration 4F: 3 clusters Score -8587827 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8590117.000000 Penalty: 5419.613281
	Iteration 5F: 3 clusters Score -8590117 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -8591835.000000 Penalty: 5419.613281
	Iteration 6F: 3 clusters Score -8591835 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8592891.000000 Penalty: 5419.613281
	Iteration 7Q: 3 clusters Score -8592891 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -8593537.000000 Penalty: 5419.613281
	Iteration 8Q: 3 clusters Score -8593537 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8594048.000000 Penalty: 5419.613281
	Iteration 9Q: 3 clusters Score -8594048 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8594543.000000 Penalty: 5419.613281
	Iteration 10Q: 3 clusters Score -8594543 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8595035.000000 Penalty: 5419.613281
	Iteration 11Q: 3 clusters Score -8595035 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8595480.000000 Penalty: 5419.613281
	Iteration 12Q: 3 clusters Score -8595480 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8596065.000000 Penalty: 5419.613281
	Iteration 13Q: 3 clusters Score -8596065 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8596669.000000 Penalty: 5419.613281
	Iteration 14Q: 3 clusters Score -8596669 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -8597258.000000 Penalty: 5419.613281
	Iteration 15Q: 3 clusters Score -8597258 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -8597836.000000 Penalty: 5419.613281
	Iteration 16Q: 3 clusters Score -8597836 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -8598424.000000 Penalty: 5419.613281
	Iteration 17Q: 3 clusters Score -8598424 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -8598921.000000 Penalty: 5419.613281
	Iteration 18Q: 3 clusters Score -8598921 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -8599365.000000 Penalty: 5419.613281
	Iteration 19Q: 3 clusters Score -8599365 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -8599731.000000 Penalty: 5419.613281
	Iteration 20F: 3 clusters Score -8599731 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -8599971.000000 Penalty: 5419.613281
	Iteration 21Q: 3 clusters Score -8599971 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -8600184.000000 Penalty: 5419.613281
	Iteration 22Q: 3 clusters Score -8600184 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -8600345.000000 Penalty: 5419.613281
	Iteration 23Q: 3 clusters Score -8600345 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -8600483.000000 Penalty: 5419.613281
	Iteration 24Q: 3 clusters Score -8600483 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -8600553.000000 Penalty: 5419.613281
	Iteration 25Q: 3 clusters Score -8600553 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -8600611.000000 Penalty: 5419.613281
	Iteration 26Q: 3 clusters Score -8600611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -8600643.000000 Penalty: 5419.613281
	Iteration 27Q: 3 clusters Score -8600643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -8600670.000000 Penalty: 5419.613281
	Iteration 28Q: 3 clusters Score -8600670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -8600715.000000 Penalty: 5419.613281
	Iteration 29Q: 3 clusters Score -8600715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -8600748.000000 Penalty: 5419.613281
	Iteration 30Q: 3 clusters Score -8600748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -8600815.000000 Penalty: 5419.613281
	Iteration 31Q: 3 clusters Score -8600815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -8600864.000000 Penalty: 5419.613281
	Iteration 32Q: 3 clusters Score -8600864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -8600910.000000 Penalty: 5419.613281
	Iteration 33Q: 3 clusters Score -8600910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -8600931.000000 Penalty: 5419.613281
	Iteration 34Q: 3 clusters Score -8600931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -8600950.000000 Penalty: 5419.613281
	Iteration 35Q: 3 clusters Score -8600950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -8600946.000000 Penalty: 5419.613281
	Iteration 36Q: 3 clusters Score -8600946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -8600942.000000 Penalty: 5419.613281
	Iteration 37Q: 3 clusters Score -8600942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -8600954.000000 Penalty: 5419.613281
	Iteration 38Q: 3 clusters Score -8600954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -8600945.000000 Penalty: 5419.613281
	Iteration 39Q: 3 clusters Score -8600945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -8600940.000000 Penalty: 5419.613281
	Iteration 40F: 3 clusters Score -8600940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -8600940.000000 Penalty: 5419.613281
	Iteration 41Q: 3 clusters Score -8600940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -8600951.000000 Penalty: 5419.613281
	Iteration 42Q: 3 clusters Score -8600951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600954.000000 Penalty: 5419.613281
	Iteration 43Q: 3 clusters Score -8600954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600954.000000 Penalty: 5419.613281
	Iteration 44Q: 3 clusters Score -8600954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -8600960.000000 Penalty: 5419.613281
	Iteration 45Q: 3 clusters Score -8600960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600958.000000 Penalty: 5419.613281
	Iteration 46Q: 3 clusters Score -8600958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600958.000000 Penalty: 5419.613281
	Iteration 47Q: 3 clusters Score -8600958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -8600958.000000 Penalty: 5419.613281
	Iteration 48Q: 3 clusters Score -8600958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600961.000000 Penalty: 5419.613281
	Iteration 49Q: 3 clusters Score -8600961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8600966.000000 Penalty: 5419.613281
	Iteration 50Q: 3 clusters Score -8600966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8600967.000000 Penalty: 5419.613281
	Iteration 51Q: 3 clusters Score -8600967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8600960.000000 Penalty: 5419.613281
	Iteration 52Q: 3 clusters Score -8600960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -8600964.000000 Penalty: 5419.613281
	Iteration 53Q: 3 clusters Score -8600964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -8600964.000000 Penalty: 5419.613281
	Iteration 54Q: 3 clusters Score -8600964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8600959.000000 Penalty: 5419.613281
	Iteration 55Q: 3 clusters Score -8600959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -8600972.000000 Penalty: 5419.613281
	Iteration 56Q: 3 clusters Score -8600972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -8600979.000000 Penalty: 5419.613281
	Iteration 57Q: 3 clusters Score -8600979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -8600981.000000 Penalty: 5419.613281
	Iteration 58Q: 3 clusters Score -8600981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -8600990.000000 Penalty: 5419.613281
	Iteration 59Q: 3 clusters Score -8600990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -8600986.000000 Penalty: 5419.613281
	Iteration 60F: 3 clusters Score -8600986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -8600996.000000 Penalty: 5419.613281
	Iteration 61Q: 3 clusters Score -8600996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -8600991.000000 Penalty: 5419.613281
	Iteration 62Q: 3 clusters Score -8600991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -8600983.000000 Penalty: 5419.613281
	Iteration 63Q: 3 clusters Score -8600983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -8600992.000000 Penalty: 5419.613281
	Iteration 64Q: 3 clusters Score -8600992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -8600995.000000 Penalty: 5419.613281
	Iteration 65Q: 3 clusters Score -8600995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -8601000.000000 Penalty: 5419.613281
	Iteration 66Q: 3 clusters Score -8601000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -8600993.000000 Penalty: 5419.613281
	Iteration 67Q: 3 clusters Score -8600993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -8601001.000000 Penalty: 5419.613281
	Iteration 68Q: 3 clusters Score -8601001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -8601001.000000 Penalty: 5419.613281
	Iteration 69F: 3 clusters Score -8601001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -155122.359375 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -155122.4 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 529 members 
Entering Unmasked Estep 
Score: -153224.671875 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -153224.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153591.031250 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -153591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -153798.140625 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -153798.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -154052.984375 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -154053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -154521.546875 Penalty: 3460.268555
	Iteration 4F: 3 clusters Score -154521.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -155041.609375 Penalty: 3460.268555
	Iteration 5F: 3 clusters Score -155041.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -155376.984375 Penalty: 3460.268555
	Iteration 6F: 3 clusters Score -155377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -155454.640625 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -155454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -155473.312500 Penalty: 3460.268555
	Iteration 8Q: 3 clusters Score -155473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -155478.906250 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -155478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -155479.531250 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -155479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -155479.531250 Penalty: 3460.268555
	Iteration 11F: 3 clusters Score -155479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 799 members 
Mstep: Class 6 contains 76277 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 54068 members 
Mstep: Class 19 contains 108877 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55624 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64746 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 29588 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7402 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 272 members 
Entering Unmasked Estep 
Score: -120355840.000000 Penalty: 124673.750000
Splitting cluster 5 changes total score from -120356832.000000 to -120355840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Entering Unmasked Estep 
Score: -11843778.000000 Penalty: 2788.047363
	Iteration 0F: 2 clusters Score -1.184378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -11793069.000000 Penalty: 5576.094727
	Iteration 0F: 3 clusters Score -1.179307e+07 nChanged 36007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -11813958.000000 Penalty: 5576.094727
	Iteration 1F: 3 clusters Score -1.181396e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -11814814.000000 Penalty: 5576.094727
	Iteration 2Q: 3 clusters Score -1.181481e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -11816017.000000 Penalty: 5576.094727
	Iteration 3Q: 3 clusters Score -1.181602e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -11817403.000000 Penalty: 5576.094727
	Iteration 4Q: 3 clusters Score -1.18174e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -11819395.000000 Penalty: 5576.094727
	Iteration 5F: 3 clusters Score -1.18194e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -11822055.000000 Penalty: 5576.094727
	Iteration 6F: 3 clusters Score -1.182206e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -11825341.000000 Penalty: 5576.094727
	Iteration 7F: 3 clusters Score -1.182534e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -11828626.000000 Penalty: 5576.094727
	Iteration 8F: 3 clusters Score -1.182863e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -11831509.000000 Penalty: 5576.094727
	Iteration 9F: 3 clusters Score -1.183151e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -11833887.000000 Penalty: 5576.094727
	Iteration 10Q: 3 clusters Score -1.183389e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -11835638.000000 Penalty: 5576.094727
	Iteration 11Q: 3 clusters Score -1.183564e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -11836937.000000 Penalty: 5576.094727
	Iteration 12Q: 3 clusters Score -1.183694e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -11838002.000000 Penalty: 5576.094727
	Iteration 13Q: 3 clusters Score -1.1838e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -11838766.000000 Penalty: 5576.094727
	Iteration 14Q: 3 clusters Score -1.183877e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -11839293.000000 Penalty: 5576.094727
	Iteration 15Q: 3 clusters Score -1.183929e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -11839808.000000 Penalty: 5576.094727
	Iteration 16Q: 3 clusters Score -1.183981e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -11840226.000000 Penalty: 5576.094727
	Iteration 17Q: 3 clusters Score -1.184023e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -11840511.000000 Penalty: 5576.094727
	Iteration 18Q: 3 clusters Score -1.184051e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -11840727.000000 Penalty: 5576.094727
	Iteration 19Q: 3 clusters Score -1.184073e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -11840956.000000 Penalty: 5576.094727
	Iteration 20F: 3 clusters Score -1.184096e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -11841135.000000 Penalty: 5576.094727
	Iteration 21Q: 3 clusters Score -1.184114e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -11841245.000000 Penalty: 5576.094727
	Iteration 22Q: 3 clusters Score -1.184124e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -11841316.000000 Penalty: 5576.094727
	Iteration 23Q: 3 clusters Score -1.184132e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -11841488.000000 Penalty: 5576.094727
	Iteration 24Q: 3 clusters Score -1.184149e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -11841559.000000 Penalty: 5576.094727
	Iteration 25Q: 3 clusters Score -1.184156e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -11841688.000000 Penalty: 5576.094727
	Iteration 26Q: 3 clusters Score -1.184169e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -11841810.000000 Penalty: 5576.094727
	Iteration 27Q: 3 clusters Score -1.184181e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -11841965.000000 Penalty: 5576.094727
	Iteration 28Q: 3 clusters Score -1.184196e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -11842050.000000 Penalty: 5576.094727
	Iteration 29Q: 3 clusters Score -1.184205e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -11842104.000000 Penalty: 5576.094727
	Iteration 30Q: 3 clusters Score -1.18421e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -11842244.000000 Penalty: 5576.094727
	Iteration 31Q: 3 clusters Score -1.184224e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -11842267.000000 Penalty: 5576.094727
	Iteration 32Q: 3 clusters Score -1.184227e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -11842295.000000 Penalty: 5576.094727
	Iteration 33Q: 3 clusters Score -1.18423e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -11842320.000000 Penalty: 5576.094727
	Iteration 34Q: 3 clusters Score -1.184232e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -11842316.000000 Penalty: 5576.094727
	Iteration 35Q: 3 clusters Score -1.184232e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -11842337.000000 Penalty: 5576.094727
	Iteration 36Q: 3 clusters Score -1.184234e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -11842355.000000 Penalty: 5576.094727
	Iteration 37Q: 3 clusters Score -1.184236e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -11842378.000000 Penalty: 5576.094727
	Iteration 38Q: 3 clusters Score -1.184238e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -11842400.000000 Penalty: 5576.094727
	Iteration 39Q: 3 clusters Score -1.18424e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -11842417.000000 Penalty: 5576.094727
	Iteration 40F: 3 clusters Score -1.184242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -11842414.000000 Penalty: 5576.094727
	Iteration 41Q: 3 clusters Score -1.184241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -11842395.000000 Penalty: 5576.094727
	Iteration 42Q: 3 clusters Score -1.18424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -11842402.000000 Penalty: 5576.094727
	Iteration 43Q: 3 clusters Score -1.18424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -11842417.000000 Penalty: 5576.094727
	Iteration 44Q: 3 clusters Score -1.184242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -11842414.000000 Penalty: 5576.094727
	Iteration 45Q: 3 clusters Score -1.184241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -11842421.000000 Penalty: 5576.094727
	Iteration 46Q: 3 clusters Score -1.184242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -11842407.000000 Penalty: 5576.094727
	Iteration 47Q: 3 clusters Score -1.184241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -11842404.000000 Penalty: 5576.094727
	Iteration 48Q: 3 clusters Score -1.18424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -11842391.000000 Penalty: 5576.094727
	Iteration 49Q: 3 clusters Score -1.184239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -11842410.000000 Penalty: 5576.094727
	Iteration 50Q: 3 clusters Score -1.184241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -11842401.000000 Penalty: 5576.094727
	Iteration 51Q: 3 clusters Score -1.18424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -11842401.000000 Penalty: 5576.094727
	Iteration 52Q: 3 clusters Score -1.18424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -11842406.000000 Penalty: 5576.094727
	Iteration 53Q: 3 clusters Score -1.184241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -11842403.000000 Penalty: 5576.094727
	Iteration 54Q: 3 clusters Score -1.18424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -11842416.000000 Penalty: 5576.094727
	Iteration 55Q: 3 clusters Score -1.184242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -11842418.000000 Penalty: 5576.094727
	Iteration 56Q: 3 clusters Score -1.184242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -11842424.000000 Penalty: 5576.094727
	Iteration 57Q: 3 clusters Score -1.184242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -11842430.000000 Penalty: 5576.094727
	Iteration 58Q: 3 clusters Score -1.184243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -11842423.000000 Penalty: 5576.094727
	Iteration 59Q: 3 clusters Score -1.184242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -11842417.000000 Penalty: 5576.094727
	Iteration 60F: 3 clusters Score -1.184242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -11842429.000000 Penalty: 5576.094727
	Iteration 61Q: 3 clusters Score -1.184243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -11842431.000000 Penalty: 5576.094727
	Iteration 62Q: 3 clusters Score -1.184243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -11842418.000000 Penalty: 5576.094727
	Iteration 63Q: 3 clusters Score -1.184242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11842421.000000 Penalty: 5576.094727
	Iteration 64Q: 3 clusters Score -1.184242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11842427.000000 Penalty: 5576.094727
	Iteration 65Q: 3 clusters Score -1.184243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -11842432.000000 Penalty: 5576.094727
	Iteration 66Q: 3 clusters Score -1.184243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -11842435.000000 Penalty: 5576.094727
	Iteration 67Q: 3 clusters Score -1.184244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11842437.000000 Penalty: 5576.094727
	Iteration 68Q: 3 clusters Score -1.184244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -11842441.000000 Penalty: 5576.094727
	Iteration 69Q: 3 clusters Score -1.184244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -11842454.000000 Penalty: 5576.094727
	Iteration 70Q: 3 clusters Score -1.184245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -11842459.000000 Penalty: 5576.094727
	Iteration 71Q: 3 clusters Score -1.184246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -11842455.000000 Penalty: 5576.094727
	Iteration 72Q: 3 clusters Score -1.184246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -11842445.000000 Penalty: 5576.094727
	Iteration 73Q: 3 clusters Score -1.184244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -11842462.000000 Penalty: 5576.094727
	Iteration 74Q: 3 clusters Score -1.184246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -11842465.000000 Penalty: 5576.094727
	Iteration 75Q: 3 clusters Score -1.184246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -11842467.000000 Penalty: 5576.094727
	Iteration 76Q: 3 clusters Score -1.184247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -11842464.000000 Penalty: 5576.094727
	Iteration 77Q: 3 clusters Score -1.184246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -11842467.000000 Penalty: 5576.094727
	Iteration 78Q: 3 clusters Score -1.184247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -11842461.000000 Penalty: 5576.094727
	Iteration 79Q: 3 clusters Score -1.184246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -11842468.000000 Penalty: 5576.094727
	Iteration 80F: 3 clusters Score -1.184247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -11842472.000000 Penalty: 5576.094727
	Iteration 81Q: 3 clusters Score -1.184247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -11842458.000000 Penalty: 5576.094727
	Iteration 82Q: 3 clusters Score -1.184246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -11842455.000000 Penalty: 5576.094727
	Iteration 83Q: 3 clusters Score -1.184246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -11842462.000000 Penalty: 5576.094727
	Iteration 84Q: 3 clusters Score -1.184246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -11842456.000000 Penalty: 5576.094727
	Iteration 85Q: 3 clusters Score -1.184246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -11842455.000000 Penalty: 5576.094727
	Iteration 86Q: 3 clusters Score -1.184246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -11842461.000000 Penalty: 5576.094727
	Iteration 87Q: 3 clusters Score -1.184246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -11842456.000000 Penalty: 5576.094727
	Iteration 88Q: 3 clusters Score -1.184246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -11842444.000000 Penalty: 5576.094727
	Iteration 89Q: 3 clusters Score -1.184244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -11842444.000000 Penalty: 5576.094727
	Iteration 90Q: 3 clusters Score -1.184244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -11842442.000000 Penalty: 5576.094727
	Iteration 91Q: 3 clusters Score -1.184244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -11842448.000000 Penalty: 5576.094727
	Iteration 92Q: 3 clusters Score -1.184245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -11842452.000000 Penalty: 5576.094727
	Iteration 93Q: 3 clusters Score -1.184245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -11842453.000000 Penalty: 5576.094727
	Iteration 94Q: 3 clusters Score -1.184245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -11842453.000000 Penalty: 5576.094727
	Iteration 95F: 3 clusters Score -1.184245e+07 nChanged 0
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: -142681.437500 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -142681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140806.000000 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -140806 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141092.218750 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -141092.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -141158.359375 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -141158.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141205.500000 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -141205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141243.984375 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -141244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -141291.265625 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -141291.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141363.296875 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -141363.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141594.000000 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -141594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141873.359375 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -141873.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141983.765625 Penalty: 3396.610596
	Iteration 9F: 3 clusters Score -141983.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142066.328125 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -142066.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142132.046875 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -142132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142172.015625 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -142172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142196.343750 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -142196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142225.718750 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -142225.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142249.734375 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -142249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142260.218750 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -142260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142266.531250 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -142266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142272.562500 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -142272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142276.750000 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -142276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142281.453125 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -142281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142285.812500 Penalty: 3396.610596
	Iteration 21Q: 3 clusters Score -142285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142292.140625 Penalty: 3396.610596
	Iteration 22Q: 3 clusters Score -142292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142302.125000 Penalty: 3396.610596
	Iteration 23Q: 3 clusters Score -142302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142327.109375 Penalty: 3396.610596
	Iteration 24Q: 3 clusters Score -142327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142337.921875 Penalty: 3396.610596
	Iteration 25Q: 3 clusters Score -142337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142360.328125 Penalty: 3396.610596
	Iteration 26Q: 3 clusters Score -142360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -142375.781250 Penalty: 3396.610596
	Iteration 27Q: 3 clusters Score -142375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142409.671875 Penalty: 3396.610596
	Iteration 28Q: 3 clusters Score -142409.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142448.250000 Penalty: 3396.610596
	Iteration 29Q: 3 clusters Score -142448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142492.593750 Penalty: 3396.610596
	Iteration 30Q: 3 clusters Score -142492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -142506.656250 Penalty: 3396.610596
	Iteration 31Q: 3 clusters Score -142506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142513.203125 Penalty: 3396.610596
	Iteration 32Q: 3 clusters Score -142513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -142518.828125 Penalty: 3396.610596
	Iteration 33Q: 3 clusters Score -142518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142521.953125 Penalty: 3396.610596
	Iteration 34Q: 3 clusters Score -142522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142521.953125 Penalty: 3396.610596
	Iteration 35F: 3 clusters Score -142522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Entering Unmasked Estep 
Score: -2606547.750000 Penalty: 2423.628418
	Iteration 0F: 2 clusters Score -2606548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2594115.000000 Penalty: 4847.256836
	Iteration 0F: 3 clusters Score -2594115 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2598582.500000 Penalty: 4847.256836
	Iteration 1F: 3 clusters Score -2598582 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2599270.250000 Penalty: 4847.256836
	Iteration 2F: 3 clusters Score -2599270 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2599926.000000 Penalty: 4847.256836
	Iteration 3F: 3 clusters Score -2599926 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2600499.250000 Penalty: 4847.256836
	Iteration 4F: 3 clusters Score -2600499 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2600979.750000 Penalty: 4847.256836
	Iteration 5F: 3 clusters Score -2600980 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2601336.250000 Penalty: 4847.256836
	Iteration 6Q: 3 clusters Score -2601336 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2601630.000000 Penalty: 4847.256836
	Iteration 7Q: 3 clusters Score -2601630 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2601919.250000 Penalty: 4847.256836
	Iteration 8Q: 3 clusters Score -2601919 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2602117.750000 Penalty: 4847.256836
	Iteration 9Q: 3 clusters Score -2602118 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2602293.000000 Penalty: 4847.256836
	Iteration 10Q: 3 clusters Score -2602293 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2602414.250000 Penalty: 4847.256836
	Iteration 11Q: 3 clusters Score -2602414 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2602509.250000 Penalty: 4847.256836
	Iteration 12Q: 3 clusters Score -2602509 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2602591.500000 Penalty: 4847.256836
	Iteration 13Q: 3 clusters Score -2602592 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2602659.750000 Penalty: 4847.256836
	Iteration 14Q: 3 clusters Score -2602660 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2602730.000000 Penalty: 4847.256836
	Iteration 15Q: 3 clusters Score -2602730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2602795.000000 Penalty: 4847.256836
	Iteration 16Q: 3 clusters Score -2602795 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2602861.250000 Penalty: 4847.256836
	Iteration 17Q: 3 clusters Score -2602861 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2602950.500000 Penalty: 4847.256836
	Iteration 18Q: 3 clusters Score -2602950 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2603042.750000 Penalty: 4847.256836
	Iteration 19Q: 3 clusters Score -2603043 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2603127.750000 Penalty: 4847.256836
	Iteration 20F: 3 clusters Score -2603128 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2603254.250000 Penalty: 4847.256836
	Iteration 21Q: 3 clusters Score -2603254 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2603424.500000 Penalty: 4847.256836
	Iteration 22Q: 3 clusters Score -2603424 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2603637.500000 Penalty: 4847.256836
	Iteration 23Q: 3 clusters Score -2603638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2603862.500000 Penalty: 4847.256836
	Iteration 24Q: 3 clusters Score -2603862 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2604066.250000 Penalty: 4847.256836
	Iteration 25Q: 3 clusters Score -2604066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2604233.250000 Penalty: 4847.256836
	Iteration 26Q: 3 clusters Score -2604233 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2604358.500000 Penalty: 4847.256836
	Iteration 27Q: 3 clusters Score -2604358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2604473.250000 Penalty: 4847.256836
	Iteration 28Q: 3 clusters Score -2604473 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2604588.500000 Penalty: 4847.256836
	Iteration 29Q: 3 clusters Score -2604588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2604653.250000 Penalty: 4847.256836
	Iteration 30Q: 3 clusters Score -2604653 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2604691.500000 Penalty: 4847.256836
	Iteration 31Q: 3 clusters Score -2604692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2604720.000000 Penalty: 4847.256836
	Iteration 32Q: 3 clusters Score -2604720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2604743.500000 Penalty: 4847.256836
	Iteration 33Q: 3 clusters Score -2604744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2604754.750000 Penalty: 4847.256836
	Iteration 34Q: 3 clusters Score -2604755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2604769.250000 Penalty: 4847.256836
	Iteration 35Q: 3 clusters Score -2604769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2604782.500000 Penalty: 4847.256836
	Iteration 36Q: 3 clusters Score -2604782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2604792.500000 Penalty: 4847.256836
	Iteration 37Q: 3 clusters Score -2604792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2604800.750000 Penalty: 4847.256836
	Iteration 38Q: 3 clusters Score -2604801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2604817.500000 Penalty: 4847.256836
	Iteration 39Q: 3 clusters Score -2604818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2604827.250000 Penalty: 4847.256836
	Iteration 40F: 3 clusters Score -2604827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2604834.250000 Penalty: 4847.256836
	Iteration 41Q: 3 clusters Score -2604834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2604847.500000 Penalty: 4847.256836
	Iteration 42Q: 3 clusters Score -2604848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2604858.500000 Penalty: 4847.256836
	Iteration 43Q: 3 clusters Score -2604858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2604857.250000 Penalty: 4847.256836
	Iteration 44Q: 3 clusters Score -2604857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2604865.500000 Penalty: 4847.256836
	Iteration 45Q: 3 clusters Score -2604866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2604865.000000 Penalty: 4847.256836
	Iteration 46Q: 3 clusters Score -2604865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2604869.000000 Penalty: 4847.256836
	Iteration 47Q: 3 clusters Score -2604869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2604873.000000 Penalty: 4847.256836
	Iteration 48Q: 3 clusters Score -2604873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2604875.500000 Penalty: 4847.256836
	Iteration 49Q: 3 clusters Score -2604876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2604882.500000 Penalty: 4847.256836
	Iteration 50Q: 3 clusters Score -2604882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2604890.250000 Penalty: 4847.256836
	Iteration 51Q: 3 clusters Score -2604890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2604893.000000 Penalty: 4847.256836
	Iteration 52Q: 3 clusters Score -2604893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2604892.250000 Penalty: 4847.256836
	Iteration 53Q: 3 clusters Score -2604892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2604893.500000 Penalty: 4847.256836
	Iteration 54Q: 3 clusters Score -2604894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2604898.750000 Penalty: 4847.256836
	Iteration 55Q: 3 clusters Score -2604899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2604900.750000 Penalty: 4847.256836
	Iteration 56Q: 3 clusters Score -2604901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2604900.250000 Penalty: 4847.256836
	Iteration 57Q: 3 clusters Score -2604900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2604906.000000 Penalty: 4847.256836
	Iteration 58Q: 3 clusters Score -2604906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2604911.000000 Penalty: 4847.256836
	Iteration 59Q: 3 clusters Score -2604911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2604912.750000 Penalty: 4847.256836
	Iteration 60F: 3 clusters Score -2604913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2604916.750000 Penalty: 4847.256836
	Iteration 61Q: 3 clusters Score -2604917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2604912.750000 Penalty: 4847.256836
	Iteration 62Q: 3 clusters Score -2604913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2604915.000000 Penalty: 4847.256836
	Iteration 63Q: 3 clusters Score -2604915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2604920.250000 Penalty: 4847.256836
	Iteration 64Q: 3 clusters Score -2604920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2604914.250000 Penalty: 4847.256836
	Iteration 65Q: 3 clusters Score -2604914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2604912.750000 Penalty: 4847.256836
	Iteration 66Q: 3 clusters Score -2604913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2604912.750000 Penalty: 4847.256836
	Iteration 67F: 3 clusters Score -2604913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -151188.046875 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -151188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -149178.140625 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -149178.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149586.359375 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -149586.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -149770.531250 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -149770.5 nChanged 70
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: -149925.875000 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -149925.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150009.937500 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -150009.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150085.093750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -150085.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150154.703125 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -150154.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150256.031250 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -150256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150306.687500 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -150306.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150341.312500 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -150341.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150364.359375 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -150364.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150402.281250 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -150402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -150420.156250 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -150420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -150431.359375 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -150431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -150443.265625 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -150443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150455.250000 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -150455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -150468.468750 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -150468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150480.703125 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -150480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150492.531250 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -150492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150499.453125 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -150499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150506.734375 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -150506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150520.437500 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -150520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150526.171875 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -150526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150526.640625 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -150526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150526.640625 Penalty: 3474.871338
	Iteration 24F: 3 clusters Score -150526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Entering Unmasked Estep 
Score: -1856688.750000 Penalty: 2344.064697
	Iteration 0F: 2 clusters Score -1856689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1847279.500000 Penalty: 4688.129395
	Iteration 0F: 3 clusters Score -1847280 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1850342.000000 Penalty: 4688.129395
	Iteration 1F: 3 clusters Score -1850342 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1850935.500000 Penalty: 4688.129395
	Iteration 2F: 3 clusters Score -1850936 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1851595.625000 Penalty: 4688.129395
	Iteration 3F: 3 clusters Score -1851596 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1852262.875000 Penalty: 4688.129395
	Iteration 4F: 3 clusters Score -1852263 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1852848.125000 Penalty: 4688.129395
	Iteration 5F: 3 clusters Score -1852848 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1853366.750000 Penalty: 4688.129395
	Iteration 6F: 3 clusters Score -1853367 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1853767.750000 Penalty: 4688.129395
	Iteration 7Q: 3 clusters Score -1853768 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1854069.500000 Penalty: 4688.129395
	Iteration 8Q: 3 clusters Score -1854070 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1854300.250000 Penalty: 4688.129395
	Iteration 9Q: 3 clusters Score -1854300 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1854488.750000 Penalty: 4688.129395
	Iteration 10Q: 3 clusters Score -1854489 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1854624.625000 Penalty: 4688.129395
	Iteration 11Q: 3 clusters Score -1854625 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1854714.375000 Penalty: 4688.129395
	Iteration 12Q: 3 clusters Score -1854714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1854805.375000 Penalty: 4688.129395
	Iteration 13Q: 3 clusters Score -1854805 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1854877.625000 Penalty: 4688.129395
	Iteration 14Q: 3 clusters Score -1854878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1854939.250000 Penalty: 4688.129395
	Iteration 15Q: 3 clusters Score -1854939 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1854981.875000 Penalty: 4688.129395
	Iteration 16Q: 3 clusters Score -1854982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1855022.500000 Penalty: 4688.129395
	Iteration 17Q: 3 clusters Score -1855022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1855063.500000 Penalty: 4688.129395
	Iteration 18Q: 3 clusters Score -1855064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1855091.375000 Penalty: 4688.129395
	Iteration 19Q: 3 clusters Score -1855091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1855121.000000 Penalty: 4688.129395
	Iteration 20F: 3 clusters Score -1855121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1855151.250000 Penalty: 4688.129395
	Iteration 21Q: 3 clusters Score -1855151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1855165.875000 Penalty: 4688.129395
	Iteration 22Q: 3 clusters Score -1855166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1855186.625000 Penalty: 4688.129395
	Iteration 23Q: 3 clusters Score -1855187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1855207.875000 Penalty: 4688.129395
	Iteration 24Q: 3 clusters Score -1855208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1855221.875000 Penalty: 4688.129395
	Iteration 25Q: 3 clusters Score -1855222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1855240.500000 Penalty: 4688.129395
	Iteration 26Q: 3 clusters Score -1855240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1855251.625000 Penalty: 4688.129395
	Iteration 27Q: 3 clusters Score -1855252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1855259.750000 Penalty: 4688.129395
	Iteration 28Q: 3 clusters Score -1855260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1855275.625000 Penalty: 4688.129395
	Iteration 29Q: 3 clusters Score -1855276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1855285.250000 Penalty: 4688.129395
	Iteration 30Q: 3 clusters Score -1855285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1855293.250000 Penalty: 4688.129395
	Iteration 31Q: 3 clusters Score -1855293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1855294.125000 Penalty: 4688.129395
	Iteration 32Q: 3 clusters Score -1855294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1855298.375000 Penalty: 4688.129395
	Iteration 33Q: 3 clusters Score -1855298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1855302.250000 Penalty: 4688.129395
	Iteration 34Q: 3 clusters Score -1855302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1855303.000000 Penalty: 4688.129395
	Iteration 35Q: 3 clusters Score -1855303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1855299.250000 Penalty: 4688.129395
	Iteration 36Q: 3 clusters Score -1855299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1855305.750000 Penalty: 4688.129395
	Iteration 37Q: 3 clusters Score -1855306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1855306.250000 Penalty: 4688.129395
	Iteration 38Q: 3 clusters Score -1855306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1855302.750000 Penalty: 4688.129395
	Iteration 39Q: 3 clusters Score -1855303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1855305.125000 Penalty: 4688.129395
	Iteration 40F: 3 clusters Score -1855305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1855310.875000 Penalty: 4688.129395
	Iteration 41Q: 3 clusters Score -1855311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1855314.375000 Penalty: 4688.129395
	Iteration 42Q: 3 clusters Score -1855314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1855312.500000 Penalty: 4688.129395
	Iteration 43Q: 3 clusters Score -1855312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1855309.875000 Penalty: 4688.129395
	Iteration 44Q: 3 clusters Score -1855310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1855310.625000 Penalty: 4688.129395
	Iteration 45Q: 3 clusters Score -1855311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1855315.125000 Penalty: 4688.129395
	Iteration 46Q: 3 clusters Score -1855315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1855312.625000 Penalty: 4688.129395
	Iteration 47Q: 3 clusters Score -1855313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1855315.000000 Penalty: 4688.129395
	Iteration 48Q: 3 clusters Score -1855315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1855315.500000 Penalty: 4688.129395
	Iteration 49Q: 3 clusters Score -1855316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1855318.875000 Penalty: 4688.129395
	Iteration 50Q: 3 clusters Score -1855319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1855317.375000 Penalty: 4688.129395
	Iteration 51Q: 3 clusters Score -1855317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1855319.750000 Penalty: 4688.129395
	Iteration 52Q: 3 clusters Score -1855320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1855318.875000 Penalty: 4688.129395
	Iteration 53Q: 3 clusters Score -1855319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1855324.125000 Penalty: 4688.129395
	Iteration 54Q: 3 clusters Score -1855324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1855324.000000 Penalty: 4688.129395
	Iteration 55Q: 3 clusters Score -1855324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1855325.625000 Penalty: 4688.129395
	Iteration 56Q: 3 clusters Score -1855326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1855328.500000 Penalty: 4688.129395
	Iteration 57Q: 3 clusters Score -1855328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1855327.875000 Penalty: 4688.129395
	Iteration 58Q: 3 clusters Score -1855328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1855332.625000 Penalty: 4688.129395
	Iteration 59Q: 3 clusters Score -1855333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1855333.750000 Penalty: 4688.129395
	Iteration 60F: 3 clusters Score -1855334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1855335.125000 Penalty: 4688.129395
	Iteration 61Q: 3 clusters Score -1855335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1855338.625000 Penalty: 4688.129395
	Iteration 62Q: 3 clusters Score -1855339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1855342.625000 Penalty: 4688.129395
	Iteration 63Q: 3 clusters Score -1855343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1855340.750000 Penalty: 4688.129395
	Iteration 64Q: 3 clusters Score -1855341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1855342.625000 Penalty: 4688.129395
	Iteration 65Q: 3 clusters Score -1855343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1855339.125000 Penalty: 4688.129395
	Iteration 66Q: 3 clusters Score -1855339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1855342.250000 Penalty: 4688.129395
	Iteration 67Q: 3 clusters Score -1855342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1855341.500000 Penalty: 4688.129395
	Iteration 68Q: 3 clusters Score -1855342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1855342.500000 Penalty: 4688.129395
	Iteration 69Q: 3 clusters Score -1855342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1855342.750000 Penalty: 4688.129395
	Iteration 70Q: 3 clusters Score -1855343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1855342.750000 Penalty: 4688.129395
	Iteration 71F: 3 clusters Score -1855343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -205150.265625 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -205150.3 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 703 members 
Entering Unmasked Estep 
Score: -202979.953125 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -202980 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203370.609375 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -203370.6 nChanged 108
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: -203506.046875 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -203506 nChanged 55
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: -203578.843750 Penalty: 3585.280518
	Iteration 3Q: 3 clusters Score -203578.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -203642.250000 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -203642.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -203700.812500 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -203700.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -203744.843750 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -203744.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -203783.296875 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -203783.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203819.703125 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -203819.7 nChanged 33
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: -203850.875000 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -203850.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -203877.312500 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -203877.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -203897.265625 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -203897.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203925.046875 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -203925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203939.546875 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -203939.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -203950.156250 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -203950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -203960.328125 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -203960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -203968.890625 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -203968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203981.656250 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -203981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -203994.953125 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -203995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -204008.656250 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -204008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -204016.781250 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -204016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -204022.828125 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -204022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -204029.484375 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -204029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -204032.609375 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -204032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -204033.484375 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -204033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204038.937500 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -204038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204042.109375 Penalty: 3585.280518
	Iteration 26Q: 3 clusters Score -204042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -204042.937500 Penalty: 3585.280518
	Iteration 27Q: 3 clusters Score -204042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -204046.812500 Penalty: 3585.280518
	Iteration 28Q: 3 clusters Score -204046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -204049.328125 Penalty: 3585.280518
	Iteration 29Q: 3 clusters Score -204049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -204051.312500 Penalty: 3585.280518
	Iteration 30Q: 3 clusters Score -204051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204052.812500 Penalty: 3585.280518
	Iteration 31Q: 3 clusters Score -204052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204057.578125 Penalty: 3585.280518
	Iteration 32Q: 3 clusters Score -204057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -204062.375000 Penalty: 3585.280518
	Iteration 33Q: 3 clusters Score -204062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -204065.187500 Penalty: 3585.280518
	Iteration 34Q: 3 clusters Score -204065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -204065.187500 Penalty: 3585.280518
	Iteration 35F: 3 clusters Score -204065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59454.300781 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59454.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59592.113281 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59592.11 nChanged 21
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: -59653.484375 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59653.48 nChanged 12
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: -59688.226562 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59688.23 nChanged 8
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: -59713.566406 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59713.57 nChanged 8
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: -59738.410156 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59738.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59786.367188 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59786.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59816.628906 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59816.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59826.148438 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -59826.15 nChanged 5
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: -59835.652344 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -59835.65 nChanged 4
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: -59845.507812 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -59845.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59855.644531 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -59855.64 nChanged 3
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: -59872.078125 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -59872.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59878.683594 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -59878.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59878.683594 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -59878.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Entering Unmasked Estep 
Score: -2248995.000000 Penalty: 2385.528564
	Iteration 0F: 2 clusters Score -2248995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2238253.000000 Penalty: 4771.057129
	Iteration 0F: 3 clusters Score -2238253 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2241692.750000 Penalty: 4771.057129
	Iteration 1F: 3 clusters Score -2241693 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2242228.250000 Penalty: 4771.057129
	Iteration 2F: 3 clusters Score -2242228 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2242827.750000 Penalty: 4771.057129
	Iteration 3F: 3 clusters Score -2242828 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2243510.250000 Penalty: 4771.057129
	Iteration 4F: 3 clusters Score -2243510 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2244237.500000 Penalty: 4771.057129
	Iteration 5F: 3 clusters Score -2244238 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2244954.500000 Penalty: 4771.057129
	Iteration 6F: 3 clusters Score -2244954 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2245614.000000 Penalty: 4771.057129
	Iteration 7F: 3 clusters Score -2245614 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2246210.750000 Penalty: 4771.057129
	Iteration 8F: 3 clusters Score -2246211 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2246657.750000 Penalty: 4771.057129
	Iteration 9Q: 3 clusters Score -2246658 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2246968.000000 Penalty: 4771.057129
	Iteration 10Q: 3 clusters Score -2246968 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2247173.250000 Penalty: 4771.057129
	Iteration 11Q: 3 clusters Score -2247173 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2247311.750000 Penalty: 4771.057129
	Iteration 12Q: 3 clusters Score -2247312 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2247397.500000 Penalty: 4771.057129
	Iteration 13Q: 3 clusters Score -2247398 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2247478.500000 Penalty: 4771.057129
	Iteration 14Q: 3 clusters Score -2247478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2247547.000000 Penalty: 4771.057129
	Iteration 15Q: 3 clusters Score -2247547 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2247598.250000 Penalty: 4771.057129
	Iteration 16Q: 3 clusters Score -2247598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2247654.750000 Penalty: 4771.057129
	Iteration 17Q: 3 clusters Score -2247655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2247720.000000 Penalty: 4771.057129
	Iteration 18Q: 3 clusters Score -2247720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2247798.000000 Penalty: 4771.057129
	Iteration 19Q: 3 clusters Score -2247798 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2247915.000000 Penalty: 4771.057129
	Iteration 20F: 3 clusters Score -2247915 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2248056.750000 Penalty: 4771.057129
	Iteration 21Q: 3 clusters Score -2248057 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2248246.250000 Penalty: 4771.057129
	Iteration 22Q: 3 clusters Score -2248246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2248393.750000 Penalty: 4771.057129
	Iteration 23Q: 3 clusters Score -2248394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2248480.000000 Penalty: 4771.057129
	Iteration 24Q: 3 clusters Score -2248480 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2248551.750000 Penalty: 4771.057129
	Iteration 25Q: 3 clusters Score -2248552 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2248601.500000 Penalty: 4771.057129
	Iteration 26Q: 3 clusters Score -2248602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2248633.750000 Penalty: 4771.057129
	Iteration 27Q: 3 clusters Score -2248634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2248652.500000 Penalty: 4771.057129
	Iteration 28Q: 3 clusters Score -2248652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2248677.500000 Penalty: 4771.057129
	Iteration 29Q: 3 clusters Score -2248678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2248695.250000 Penalty: 4771.057129
	Iteration 30Q: 3 clusters Score -2248695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2248700.750000 Penalty: 4771.057129
	Iteration 31Q: 3 clusters Score -2248701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2248713.250000 Penalty: 4771.057129
	Iteration 32Q: 3 clusters Score -2248713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2248713.000000 Penalty: 4771.057129
	Iteration 33Q: 3 clusters Score -2248713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2248728.750000 Penalty: 4771.057129
	Iteration 34Q: 3 clusters Score -2248729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2248728.000000 Penalty: 4771.057129
	Iteration 35Q: 3 clusters Score -2248728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2248732.250000 Penalty: 4771.057129
	Iteration 36Q: 3 clusters Score -2248732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2248730.250000 Penalty: 4771.057129
	Iteration 37Q: 3 clusters Score -2248730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2248734.000000 Penalty: 4771.057129
	Iteration 38Q: 3 clusters Score -2248734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2248734.250000 Penalty: 4771.057129
	Iteration 39Q: 3 clusters Score -2248734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2248735.750000 Penalty: 4771.057129
	Iteration 40F: 3 clusters Score -2248736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2248741.750000 Penalty: 4771.057129
	Iteration 41Q: 3 clusters Score -2248742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2248741.750000 Penalty: 4771.057129
	Iteration 42Q: 3 clusters Score -2248742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2248743.000000 Penalty: 4771.057129
	Iteration 43Q: 3 clusters Score -2248743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2248741.000000 Penalty: 4771.057129
	Iteration 44Q: 3 clusters Score -2248741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2248744.250000 Penalty: 4771.057129
	Iteration 45Q: 3 clusters Score -2248744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2248744.000000 Penalty: 4771.057129
	Iteration 46Q: 3 clusters Score -2248744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2248743.500000 Penalty: 4771.057129
	Iteration 47Q: 3 clusters Score -2248744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2248744.250000 Penalty: 4771.057129
	Iteration 48Q: 3 clusters Score -2248744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2248742.250000 Penalty: 4771.057129
	Iteration 49Q: 3 clusters Score -2248742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2248743.750000 Penalty: 4771.057129
	Iteration 50Q: 3 clusters Score -2248744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2248743.750000 Penalty: 4771.057129
	Iteration 51F: 3 clusters Score -2248744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Entering Unmasked Estep 
Score: -3335126.500000 Penalty: 2474.680176
	Iteration 0F: 2 clusters Score -3335126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3320098.250000 Penalty: 4949.360352
	Iteration 0F: 3 clusters Score -3320098 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3325416.750000 Penalty: 4949.360352
	Iteration 1F: 3 clusters Score -3325417 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3326287.750000 Penalty: 4949.360352
	Iteration 2F: 3 clusters Score -3326288 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3327338.500000 Penalty: 4949.360352
	Iteration 3F: 3 clusters Score -3327338 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3328459.750000 Penalty: 4949.360352
	Iteration 4F: 3 clusters Score -3328460 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3329478.250000 Penalty: 4949.360352
	Iteration 5F: 3 clusters Score -3329478 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3330180.750000 Penalty: 4949.360352
	Iteration 6F: 3 clusters Score -3330181 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3330670.750000 Penalty: 4949.360352
	Iteration 7Q: 3 clusters Score -3330671 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3331039.500000 Penalty: 4949.360352
	Iteration 8Q: 3 clusters Score -3331040 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3331296.500000 Penalty: 4949.360352
	Iteration 9Q: 3 clusters Score -3331296 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3331495.000000 Penalty: 4949.360352
	Iteration 10Q: 3 clusters Score -3331495 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3331663.000000 Penalty: 4949.360352
	Iteration 11Q: 3 clusters Score -3331663 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3331816.750000 Penalty: 4949.360352
	Iteration 12Q: 3 clusters Score -3331817 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3331954.500000 Penalty: 4949.360352
	Iteration 13Q: 3 clusters Score -3331954 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3332077.000000 Penalty: 4949.360352
	Iteration 14Q: 3 clusters Score -3332077 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3332211.750000 Penalty: 4949.360352
	Iteration 15Q: 3 clusters Score -3332212 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3332357.000000 Penalty: 4949.360352
	Iteration 16Q: 3 clusters Score -3332357 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3332511.000000 Penalty: 4949.360352
	Iteration 17Q: 3 clusters Score -3332511 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3332672.000000 Penalty: 4949.360352
	Iteration 18Q: 3 clusters Score -3332672 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3332786.750000 Penalty: 4949.360352
	Iteration 19Q: 3 clusters Score -3332787 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3332928.000000 Penalty: 4949.360352
	Iteration 20F: 3 clusters Score -3332928 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3333043.250000 Penalty: 4949.360352
	Iteration 21Q: 3 clusters Score -3333043 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3333138.750000 Penalty: 4949.360352
	Iteration 22Q: 3 clusters Score -3333139 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3333229.750000 Penalty: 4949.360352
	Iteration 23Q: 3 clusters Score -3333230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3333295.250000 Penalty: 4949.360352
	Iteration 24Q: 3 clusters Score -3333295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3333341.500000 Penalty: 4949.360352
	Iteration 25Q: 3 clusters Score -3333342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3333405.250000 Penalty: 4949.360352
	Iteration 26Q: 3 clusters Score -3333405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3333427.000000 Penalty: 4949.360352
	Iteration 27Q: 3 clusters Score -3333427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3333450.500000 Penalty: 4949.360352
	Iteration 28Q: 3 clusters Score -3333450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3333466.500000 Penalty: 4949.360352
	Iteration 29Q: 3 clusters Score -3333466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3333474.500000 Penalty: 4949.360352
	Iteration 30Q: 3 clusters Score -3333474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3333486.750000 Penalty: 4949.360352
	Iteration 31Q: 3 clusters Score -3333487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3333497.250000 Penalty: 4949.360352
	Iteration 32Q: 3 clusters Score -3333497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3333504.750000 Penalty: 4949.360352
	Iteration 33Q: 3 clusters Score -3333505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3333507.000000 Penalty: 4949.360352
	Iteration 34Q: 3 clusters Score -3333507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3333513.000000 Penalty: 4949.360352
	Iteration 35Q: 3 clusters Score -3333513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3333520.500000 Penalty: 4949.360352
	Iteration 36Q: 3 clusters Score -3333520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3333520.250000 Penalty: 4949.360352
	Iteration 37Q: 3 clusters Score -3333520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3333520.750000 Penalty: 4949.360352
	Iteration 38Q: 3 clusters Score -3333521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3333523.000000 Penalty: 4949.360352
	Iteration 39Q: 3 clusters Score -3333523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3333525.750000 Penalty: 4949.360352
	Iteration 40F: 3 clusters Score -3333526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3333525.500000 Penalty: 4949.360352
	Iteration 41Q: 3 clusters Score -3333526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3333526.000000 Penalty: 4949.360352
	Iteration 42Q: 3 clusters Score -3333526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3333526.250000 Penalty: 4949.360352
	Iteration 43Q: 3 clusters Score -3333526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3333528.750000 Penalty: 4949.360352
	Iteration 44Q: 3 clusters Score -3333529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3333534.250000 Penalty: 4949.360352
	Iteration 45Q: 3 clusters Score -3333534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3333534.750000 Penalty: 4949.360352
	Iteration 46Q: 3 clusters Score -3333535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3333533.000000 Penalty: 4949.360352
	Iteration 47Q: 3 clusters Score -3333533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3333538.750000 Penalty: 4949.360352
	Iteration 48Q: 3 clusters Score -3333539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3333538.750000 Penalty: 4949.360352
	Iteration 49F: 3 clusters Score -3333539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -2202457.750000 Penalty: 2384.024414
	Iteration 0F: 2 clusters Score -2202458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2191644.250000 Penalty: 4768.048828
	Iteration 0F: 3 clusters Score -2191644 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2195210.250000 Penalty: 4768.048828
	Iteration 1F: 3 clusters Score -2195210 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2195877.000000 Penalty: 4768.048828
	Iteration 2F: 3 clusters Score -2195877 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2196511.750000 Penalty: 4768.048828
	Iteration 3F: 3 clusters Score -2196512 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2197185.000000 Penalty: 4768.048828
	Iteration 4F: 3 clusters Score -2197185 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2197771.500000 Penalty: 4768.048828
	Iteration 5F: 3 clusters Score -2197772 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2198304.250000 Penalty: 4768.048828
	Iteration 6F: 3 clusters Score -2198304 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2198737.500000 Penalty: 4768.048828
	Iteration 7Q: 3 clusters Score -2198738 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2199068.750000 Penalty: 4768.048828
	Iteration 8Q: 3 clusters Score -2199069 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2199369.250000 Penalty: 4768.048828
	Iteration 9Q: 3 clusters Score -2199369 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2199616.000000 Penalty: 4768.048828
	Iteration 10Q: 3 clusters Score -2199616 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2199822.250000 Penalty: 4768.048828
	Iteration 11Q: 3 clusters Score -2199822 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2200024.500000 Penalty: 4768.048828
	Iteration 12Q: 3 clusters Score -2200024 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2200172.750000 Penalty: 4768.048828
	Iteration 13Q: 3 clusters Score -2200173 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2200288.250000 Penalty: 4768.048828
	Iteration 14Q: 3 clusters Score -2200288 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2200381.250000 Penalty: 4768.048828
	Iteration 15Q: 3 clusters Score -2200381 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2200452.500000 Penalty: 4768.048828
	Iteration 16Q: 3 clusters Score -2200452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2200506.250000 Penalty: 4768.048828
	Iteration 17Q: 3 clusters Score -2200506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2200559.000000 Penalty: 4768.048828
	Iteration 18Q: 3 clusters Score -2200559 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2200593.250000 Penalty: 4768.048828
	Iteration 19Q: 3 clusters Score -2200593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2200631.000000 Penalty: 4768.048828
	Iteration 20F: 3 clusters Score -2200631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2200661.000000 Penalty: 4768.048828
	Iteration 21Q: 3 clusters Score -2200661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2200683.500000 Penalty: 4768.048828
	Iteration 22Q: 3 clusters Score -2200684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2200703.000000 Penalty: 4768.048828
	Iteration 23Q: 3 clusters Score -2200703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2200714.000000 Penalty: 4768.048828
	Iteration 24Q: 3 clusters Score -2200714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2200739.750000 Penalty: 4768.048828
	Iteration 25Q: 3 clusters Score -2200740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2200768.250000 Penalty: 4768.048828
	Iteration 26Q: 3 clusters Score -2200768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2200777.750000 Penalty: 4768.048828
	Iteration 27Q: 3 clusters Score -2200778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2200793.000000 Penalty: 4768.048828
	Iteration 28Q: 3 clusters Score -2200793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2200809.000000 Penalty: 4768.048828
	Iteration 29Q: 3 clusters Score -2200809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2200824.000000 Penalty: 4768.048828
	Iteration 30Q: 3 clusters Score -2200824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2200839.750000 Penalty: 4768.048828
	Iteration 31Q: 3 clusters Score -2200840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2200846.750000 Penalty: 4768.048828
	Iteration 32Q: 3 clusters Score -2200847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2200848.750000 Penalty: 4768.048828
	Iteration 33Q: 3 clusters Score -2200849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2200860.250000 Penalty: 4768.048828
	Iteration 34Q: 3 clusters Score -2200860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2200863.250000 Penalty: 4768.048828
	Iteration 35Q: 3 clusters Score -2200863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2200869.500000 Penalty: 4768.048828
	Iteration 36Q: 3 clusters Score -2200870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2200879.000000 Penalty: 4768.048828
	Iteration 37Q: 3 clusters Score -2200879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2200883.250000 Penalty: 4768.048828
	Iteration 38Q: 3 clusters Score -2200883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2200886.750000 Penalty: 4768.048828
	Iteration 39Q: 3 clusters Score -2200887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2200896.500000 Penalty: 4768.048828
	Iteration 40F: 3 clusters Score -2200896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2200898.750000 Penalty: 4768.048828
	Iteration 41Q: 3 clusters Score -2200899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2200903.250000 Penalty: 4768.048828
	Iteration 42Q: 3 clusters Score -2200903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2200907.250000 Penalty: 4768.048828
	Iteration 43Q: 3 clusters Score -2200907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2200907.250000 Penalty: 4768.048828
	Iteration 44Q: 3 clusters Score -2200907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2200914.500000 Penalty: 4768.048828
	Iteration 45Q: 3 clusters Score -2200914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2200922.250000 Penalty: 4768.048828
	Iteration 46Q: 3 clusters Score -2200922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2200931.250000 Penalty: 4768.048828
	Iteration 47Q: 3 clusters Score -2200931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2200933.000000 Penalty: 4768.048828
	Iteration 48Q: 3 clusters Score -2200933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2200934.000000 Penalty: 4768.048828
	Iteration 49Q: 3 clusters Score -2200934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2200942.000000 Penalty: 4768.048828
	Iteration 50Q: 3 clusters Score -2200942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2200943.250000 Penalty: 4768.048828
	Iteration 51Q: 3 clusters Score -2200943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2200945.250000 Penalty: 4768.048828
	Iteration 52Q: 3 clusters Score -2200945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2200951.000000 Penalty: 4768.048828
	Iteration 53Q: 3 clusters Score -2200951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2200952.500000 Penalty: 4768.048828
	Iteration 54Q: 3 clusters Score -2200952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2200954.000000 Penalty: 4768.048828
	Iteration 55Q: 3 clusters Score -2200954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2200956.250000 Penalty: 4768.048828
	Iteration 56Q: 3 clusters Score -2200956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2200948.750000 Penalty: 4768.048828
	Iteration 57Q: 3 clusters Score -2200949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2200961.250000 Penalty: 4768.048828
	Iteration 58Q: 3 clusters Score -2200961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2200972.500000 Penalty: 4768.048828
	Iteration 59Q: 3 clusters Score -2200972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2200978.500000 Penalty: 4768.048828
	Iteration 60F: 3 clusters Score -2200978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2200982.250000 Penalty: 4768.048828
	Iteration 61Q: 3 clusters Score -2200982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2200986.000000 Penalty: 4768.048828
	Iteration 62Q: 3 clusters Score -2200986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2200993.750000 Penalty: 4768.048828
	Iteration 63Q: 3 clusters Score -2200994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2200997.000000 Penalty: 4768.048828
	Iteration 64Q: 3 clusters Score -2200997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2200998.000000 Penalty: 4768.048828
	Iteration 65Q: 3 clusters Score -2200998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2200999.750000 Penalty: 4768.048828
	Iteration 66Q: 3 clusters Score -2201000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2201006.750000 Penalty: 4768.048828
	Iteration 67Q: 3 clusters Score -2201007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2201005.000000 Penalty: 4768.048828
	Iteration 68Q: 3 clusters Score -2201005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2201009.250000 Penalty: 4768.048828
	Iteration 69Q: 3 clusters Score -2201009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2201012.000000 Penalty: 4768.048828
	Iteration 70Q: 3 clusters Score -2201012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2201013.750000 Penalty: 4768.048828
	Iteration 71Q: 3 clusters Score -2201014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2201012.750000 Penalty: 4768.048828
	Iteration 72Q: 3 clusters Score -2201013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2201013.750000 Penalty: 4768.048828
	Iteration 73Q: 3 clusters Score -2201014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2201012.000000 Penalty: 4768.048828
	Iteration 74Q: 3 clusters Score -2201012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2201015.250000 Penalty: 4768.048828
	Iteration 75Q: 3 clusters Score -2201015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2201012.750000 Penalty: 4768.048828
	Iteration 76Q: 3 clusters Score -2201013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2201013.500000 Penalty: 4768.048828
	Iteration 77Q: 3 clusters Score -2201014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2201012.250000 Penalty: 4768.048828
	Iteration 78Q: 3 clusters Score -2201012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2201012.250000 Penalty: 4768.048828
	Iteration 79F: 3 clusters Score -2201012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Entering Unmasked Estep 
Score: -9699685.000000 Penalty: 2739.437012
	Iteration 0F: 2 clusters Score -9699685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -9657575.000000 Penalty: 5478.874023
	Iteration 0F: 3 clusters Score -9657575 nChanged 29144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -9674384.000000 Penalty: 5478.874023
	Iteration 1F: 3 clusters Score -9674384 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -9675344.000000 Penalty: 5478.874023
	Iteration 2Q: 3 clusters Score -9675344 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -9676785.000000 Penalty: 5478.874023
	Iteration 3F: 3 clusters Score -9676785 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -9678990.000000 Penalty: 5478.874023
	Iteration 4F: 3 clusters Score -9678990 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -9682408.000000 Penalty: 5478.874023
	Iteration 5F: 3 clusters Score -9682408 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -9686576.000000 Penalty: 5478.874023
	Iteration 6F: 3 clusters Score -9686576 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -9690778.000000 Penalty: 5478.874023
	Iteration 7F: 3 clusters Score -9690778 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -9693962.000000 Penalty: 5478.874023
	Iteration 8F: 3 clusters Score -9693962 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -9695771.000000 Penalty: 5478.874023
	Iteration 9Q: 3 clusters Score -9695771 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -9696584.000000 Penalty: 5478.874023
	Iteration 10Q: 3 clusters Score -9696584 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -9696923.000000 Penalty: 5478.874023
	Iteration 11Q: 3 clusters Score -9696923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -9697085.000000 Penalty: 5478.874023
	Iteration 12Q: 3 clusters Score -9697085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -9697175.000000 Penalty: 5478.874023
	Iteration 13Q: 3 clusters Score -9697175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -9697203.000000 Penalty: 5478.874023
	Iteration 14Q: 3 clusters Score -9697203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -9697220.000000 Penalty: 5478.874023
	Iteration 15Q: 3 clusters Score -9697220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -9697256.000000 Penalty: 5478.874023
	Iteration 16Q: 3 clusters Score -9697256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -9697261.000000 Penalty: 5478.874023
	Iteration 17Q: 3 clusters Score -9697261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -9697263.000000 Penalty: 5478.874023
	Iteration 18Q: 3 clusters Score -9697263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -9697279.000000 Penalty: 5478.874023
	Iteration 19Q: 3 clusters Score -9697279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -9697290.000000 Penalty: 5478.874023
	Iteration 20F: 3 clusters Score -9697290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -9697290.000000 Penalty: 5478.874023
	Iteration 21Q: 3 clusters Score -9697290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -9697301.000000 Penalty: 5478.874023
	Iteration 22Q: 3 clusters Score -9697301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -9697304.000000 Penalty: 5478.874023
	Iteration 23Q: 3 clusters Score -9697304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -9697311.000000 Penalty: 5478.874023
	Iteration 24Q: 3 clusters Score -9697311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -9697305.000000 Penalty: 5478.874023
	Iteration 25Q: 3 clusters Score -9697305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -9697305.000000 Penalty: 5478.874023
	Iteration 26F: 3 clusters Score -9697305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -206853.421875 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -206853.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -204675.843750 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -204675.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -205195.859375 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -205195.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -205350.578125 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -205350.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -205477.406250 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -205477.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -205631.000000 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -205631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205789.546875 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -205789.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -205899.640625 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -205899.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205963.484375 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -205963.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205996.453125 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -205996.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206015.734375 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -206015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -206027.000000 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -206027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206035.375000 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -206035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206039.328125 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -206039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206041.343750 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -206041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206043.406250 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -206043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206045.906250 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -206045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206048.312500 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -206048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206052.406250 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -206052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206053.171875 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -206053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206053.171875 Penalty: 3612.590332
	Iteration 19F: 3 clusters Score -206053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Entering Unmasked Estep 
Score: -8370051.500000 Penalty: 2702.703369
	Iteration 0F: 2 clusters Score -8370052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -8333863.500000 Penalty: 5405.406738
	Iteration 0F: 3 clusters Score -8333864 nChanged 25063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -8348062.500000 Penalty: 5405.406738
	Iteration 1F: 3 clusters Score -8348062 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8349284.500000 Penalty: 5405.406738
	Iteration 2Q: 3 clusters Score -8349284 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -8350930.000000 Penalty: 5405.406738
	Iteration 3F: 3 clusters Score -8350930 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8352977.500000 Penalty: 5405.406738
	Iteration 4F: 3 clusters Score -8352978 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8355545.000000 Penalty: 5405.406738
	Iteration 5F: 3 clusters Score -8355545 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -8358423.000000 Penalty: 5405.406738
	Iteration 6F: 3 clusters Score -8358423 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8361179.500000 Penalty: 5405.406738
	Iteration 7F: 3 clusters Score -8361180 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -8363425.000000 Penalty: 5405.406738
	Iteration 8F: 3 clusters Score -8363425 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8365145.500000 Penalty: 5405.406738
	Iteration 9Q: 3 clusters Score -8365146 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -8366258.500000 Penalty: 5405.406738
	Iteration 10Q: 3 clusters Score -8366258 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -8367095.500000 Penalty: 5405.406738
	Iteration 11Q: 3 clusters Score -8367096 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8367684.000000 Penalty: 5405.406738
	Iteration 12Q: 3 clusters Score -8367684 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8368231.000000 Penalty: 5405.406738
	Iteration 13Q: 3 clusters Score -8368231 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8368714.000000 Penalty: 5405.406738
	Iteration 14Q: 3 clusters Score -8368714 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -8369235.000000 Penalty: 5405.406738
	Iteration 15Q: 3 clusters Score -8369235 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -8369673.500000 Penalty: 5405.406738
	Iteration 16Q: 3 clusters Score -8369674 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -8370056.000000 Penalty: 5405.406738
	Iteration 17Q: 3 clusters Score -8370056 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8370325.000000 Penalty: 5405.406738
	Iteration 18Q: 3 clusters Score -8370325 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -8370529.500000 Penalty: 5405.406738
	Iteration 19Q: 3 clusters Score -8370530 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -8370768.000000 Penalty: 5405.406738
	Iteration 20F: 3 clusters Score -8370768 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8370944.000000 Penalty: 5405.406738
	Iteration 21Q: 3 clusters Score -8370944 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -8371025.000000 Penalty: 5405.406738
	Iteration 22Q: 3 clusters Score -8371025 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -8371110.000000 Penalty: 5405.406738
	Iteration 23Q: 3 clusters Score -8371110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -8371208.000000 Penalty: 5405.406738
	Iteration 24Q: 3 clusters Score -8371208 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8371217.500000 Penalty: 5405.406738
	Iteration 25Q: 3 clusters Score -8371218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -8371238.000000 Penalty: 5405.406738
	Iteration 26Q: 3 clusters Score -8371238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -8371312.000000 Penalty: 5405.406738
	Iteration 27Q: 3 clusters Score -8371312 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -8371321.500000 Penalty: 5405.406738
	Iteration 28Q: 3 clusters Score -8371322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -8371343.500000 Penalty: 5405.406738
	Iteration 29Q: 3 clusters Score -8371344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -8371341.000000 Penalty: 5405.406738
	Iteration 30Q: 3 clusters Score -8371341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8371351.000000 Penalty: 5405.406738
	Iteration 31Q: 3 clusters Score -8371351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -8371383.000000 Penalty: 5405.406738
	Iteration 32Q: 3 clusters Score -8371383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -8371377.500000 Penalty: 5405.406738
	Iteration 33Q: 3 clusters Score -8371378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -8371389.500000 Penalty: 5405.406738
	Iteration 34Q: 3 clusters Score -8371390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -8371396.000000 Penalty: 5405.406738
	Iteration 35Q: 3 clusters Score -8371396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -8371401.500000 Penalty: 5405.406738
	Iteration 36Q: 3 clusters Score -8371402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -8371395.000000 Penalty: 5405.406738
	Iteration 37Q: 3 clusters Score -8371395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -8371411.000000 Penalty: 5405.406738
	Iteration 38Q: 3 clusters Score -8371411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -8371406.000000 Penalty: 5405.406738
	Iteration 39Q: 3 clusters Score -8371406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -8371392.000000 Penalty: 5405.406738
	Iteration 40F: 3 clusters Score -8371392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -8371394.500000 Penalty: 5405.406738
	Iteration 41Q: 3 clusters Score -8371394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -8371398.500000 Penalty: 5405.406738
	Iteration 42Q: 3 clusters Score -8371398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -8371400.000000 Penalty: 5405.406738
	Iteration 43Q: 3 clusters Score -8371400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -8371396.000000 Penalty: 5405.406738
	Iteration 44Q: 3 clusters Score -8371396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -8371392.500000 Penalty: 5405.406738
	Iteration 45Q: 3 clusters Score -8371392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -8371390.000000 Penalty: 5405.406738
	Iteration 46Q: 3 clusters Score -8371390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -8371386.500000 Penalty: 5405.406738
	Iteration 47Q: 3 clusters Score -8371386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -8371389.500000 Penalty: 5405.406738
	Iteration 48Q: 3 clusters Score -8371390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -8371399.000000 Penalty: 5405.406738
	Iteration 49Q: 3 clusters Score -8371399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -8371400.500000 Penalty: 5405.406738
	Iteration 50Q: 3 clusters Score -8371400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -8371394.500000 Penalty: 5405.406738
	Iteration 51Q: 3 clusters Score -8371394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -8371401.000000 Penalty: 5405.406738
	Iteration 52Q: 3 clusters Score -8371401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8371399.000000 Penalty: 5405.406738
	Iteration 53Q: 3 clusters Score -8371399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -8371404.000000 Penalty: 5405.406738
	Iteration 54Q: 3 clusters Score -8371404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -8371399.500000 Penalty: 5405.406738
	Iteration 55Q: 3 clusters Score -8371400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8371402.500000 Penalty: 5405.406738
	Iteration 56Q: 3 clusters Score -8371402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8371400.500000 Penalty: 5405.406738
	Iteration 57Q: 3 clusters Score -8371400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8371397.000000 Penalty: 5405.406738
	Iteration 58Q: 3 clusters Score -8371397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -8371399.000000 Penalty: 5405.406738
	Iteration 59Q: 3 clusters Score -8371399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -8371403.500000 Penalty: 5405.406738
	Iteration 60F: 3 clusters Score -8371404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -8371394.000000 Penalty: 5405.406738
	Iteration 61Q: 3 clusters Score -8371394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -8371399.000000 Penalty: 5405.406738
	Iteration 62Q: 3 clusters Score -8371399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -8371397.500000 Penalty: 5405.406738
	Iteration 63Q: 3 clusters Score -8371398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -8371395.000000 Penalty: 5405.406738
	Iteration 64Q: 3 clusters Score -8371395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -8371395.000000 Penalty: 5405.406738
	Iteration 65F: 3 clusters Score -8371395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76277 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 38282 members 
Mstep: Class 19 contains 108877 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55624 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64746 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 29588 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7402 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 15786 members 
Entering Unmasked Estep 
Score: -120357352.000000 Penalty: 124673.750000
Splitting cluster 18 changes total score from -120356832.000000 to -120357352.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (108877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Entering Unmasked Estep 
Score: -17142538.000000 Penalty: 2876.297607
	Iteration 0F: 2 clusters Score -1.714254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -17075440.000000 Penalty: 5752.595215
	Iteration 0F: 3 clusters Score -1.707544e+07 nChanged 51431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -17105310.000000 Penalty: 5752.595215
	Iteration 1F: 3 clusters Score -1.710531e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -17107212.000000 Penalty: 5752.595215
	Iteration 2Q: 3 clusters Score -1.710721e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -17110016.000000 Penalty: 5752.595215
	Iteration 3F: 3 clusters Score -1.711002e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -17113766.000000 Penalty: 5752.595215
	Iteration 4F: 3 clusters Score -1.711377e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -17118386.000000 Penalty: 5752.595215
	Iteration 5F: 3 clusters Score -1.711839e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -17122526.000000 Penalty: 5752.595215
	Iteration 6F: 3 clusters Score -1.712253e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -17125662.000000 Penalty: 5752.595215
	Iteration 7F: 3 clusters Score -1.712566e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -17128006.000000 Penalty: 5752.595215
	Iteration 8Q: 3 clusters Score -1.712801e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -17129922.000000 Penalty: 5752.595215
	Iteration 9Q: 3 clusters Score -1.712992e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -17131824.000000 Penalty: 5752.595215
	Iteration 10Q: 3 clusters Score -1.713182e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -17133814.000000 Penalty: 5752.595215
	Iteration 11Q: 3 clusters Score -1.713381e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -17135596.000000 Penalty: 5752.595215
	Iteration 12Q: 3 clusters Score -1.71356e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -17136912.000000 Penalty: 5752.595215
	Iteration 13Q: 3 clusters Score -1.713691e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -17138092.000000 Penalty: 5752.595215
	Iteration 14Q: 3 clusters Score -1.713809e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -17139030.000000 Penalty: 5752.595215
	Iteration 15Q: 3 clusters Score -1.713903e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -17139568.000000 Penalty: 5752.595215
	Iteration 16Q: 3 clusters Score -1.713957e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 107320 members 
Entering Unmasked Estep 
Score: -17139918.000000 Penalty: 5752.595215
	Iteration 17Q: 3 clusters Score -1.713992e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -17140116.000000 Penalty: 5752.595215
	Iteration 18Q: 3 clusters Score -1.714012e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -17140210.000000 Penalty: 5752.595215
	Iteration 19Q: 3 clusters Score -1.714021e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -17140246.000000 Penalty: 5752.595215
	Iteration 20F: 3 clusters Score -1.714025e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -17140300.000000 Penalty: 5752.595215
	Iteration 21Q: 3 clusters Score -1.71403e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -17140298.000000 Penalty: 5752.595215
	Iteration 22Q: 3 clusters Score -1.71403e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -17140338.000000 Penalty: 5752.595215
	Iteration 23Q: 3 clusters Score -1.714034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -17140340.000000 Penalty: 5752.595215
	Iteration 24Q: 3 clusters Score -1.714034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -17140352.000000 Penalty: 5752.595215
	Iteration 25Q: 3 clusters Score -1.714035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 107940 members 
Entering Unmasked Estep 
Score: -17140382.000000 Penalty: 5752.595215
	Iteration 26Q: 3 clusters Score -1.714038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -17140376.000000 Penalty: 5752.595215
	Iteration 27Q: 3 clusters Score -1.714038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -17140366.000000 Penalty: 5752.595215
	Iteration 28Q: 3 clusters Score -1.714037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -17140380.000000 Penalty: 5752.595215
	Iteration 29Q: 3 clusters Score -1.714038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -17140370.000000 Penalty: 5752.595215
	Iteration 30Q: 3 clusters Score -1.714037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
Score: -17140372.000000 Penalty: 5752.595215
	Iteration 31Q: 3 clusters Score -1.714037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -17140376.000000 Penalty: 5752.595215
	Iteration 32Q: 3 clusters Score -1.714038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -17140372.000000 Penalty: 5752.595215
	Iteration 33Q: 3 clusters Score -1.714037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -17140372.000000 Penalty: 5752.595215
	Iteration 34F: 3 clusters Score -1.714037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -1058085.500000 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -1058086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1052221.500000 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -1052222 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1053887.000000 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -1053887 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1054159.000000 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -1054159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1054338.125000 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -1054338 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1054506.125000 Penalty: 4402.696777
	Iteration 4Q: 3 clusters Score -1054506 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1054706.625000 Penalty: 4402.696777
	Iteration 5Q: 3 clusters Score -1054707 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1054914.750000 Penalty: 4402.696777
	Iteration 6Q: 3 clusters Score -1054915 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1055117.625000 Penalty: 4402.696777
	Iteration 7Q: 3 clusters Score -1055118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1055339.000000 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -1055339 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1055539.375000 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -1055539 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1055705.125000 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -1055705 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1055836.750000 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -1055837 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1055925.500000 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -1055926 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1056011.500000 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -1056012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1056073.875000 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -1056074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1056140.125000 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -1056140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1056204.750000 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -1056205 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1056265.250000 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -1056265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1056316.375000 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -1056316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1056374.250000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -1056374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1056423.375000 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -1056423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1056476.125000 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -1056476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1056513.125000 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -1056513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1056547.125000 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -1056547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1056589.000000 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -1056589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1056628.000000 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -1056628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1056661.375000 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -1056661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1056682.500000 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -1056682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1056698.125000 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -1056698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1056712.875000 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -1056713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1056720.125000 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -1056720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1056724.375000 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -1056724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1056727.625000 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -1056728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1056729.000000 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -1056729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1056733.875000 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -1056734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1056737.500000 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -1056738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1056739.500000 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -1056740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1056739.125000 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -1056739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1056739.125000 Penalty: 4402.696777
	Iteration 38F: 3 clusters Score -1056739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Entering Unmasked Estep 
Score: -8726802.000000 Penalty: 2709.739746
	Iteration 0F: 2 clusters Score -8726802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -8689583.000000 Penalty: 5419.479492
	Iteration 0F: 3 clusters Score -8689583 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -8704121.000000 Penalty: 5419.479492
	Iteration 1F: 3 clusters Score -8704121 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -8704760.000000 Penalty: 5419.479492
	Iteration 2Q: 3 clusters Score -8704760 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8705451.000000 Penalty: 5419.479492
	Iteration 3Q: 3 clusters Score -8705451 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -8706011.000000 Penalty: 5419.479492
	Iteration 4Q: 3 clusters Score -8706011 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -8706724.000000 Penalty: 5419.479492
	Iteration 5Q: 3 clusters Score -8706724 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8707855.000000 Penalty: 5419.479492
	Iteration 6Q: 3 clusters Score -8707855 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -8709525.000000 Penalty: 5419.479492
	Iteration 7F: 3 clusters Score -8709525 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -8711915.000000 Penalty: 5419.479492
	Iteration 8F: 3 clusters Score -8711915 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8714505.000000 Penalty: 5419.479492
	Iteration 9F: 3 clusters Score -8714505 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -8716843.000000 Penalty: 5419.479492
	Iteration 10F: 3 clusters Score -8716843 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -8718678.000000 Penalty: 5419.479492
	Iteration 11Q: 3 clusters Score -8718678 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -8720166.000000 Penalty: 5419.479492
	Iteration 12Q: 3 clusters Score -8720166 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -8721130.000000 Penalty: 5419.479492
	Iteration 13Q: 3 clusters Score -8721130 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -8721790.000000 Penalty: 5419.479492
	Iteration 14Q: 3 clusters Score -8721790 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -8722179.000000 Penalty: 5419.479492
	Iteration 15Q: 3 clusters Score -8722179 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -8722452.000000 Penalty: 5419.479492
	Iteration 16Q: 3 clusters Score -8722452 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -8722669.000000 Penalty: 5419.479492
	Iteration 17Q: 3 clusters Score -8722669 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -8722827.000000 Penalty: 5419.479492
	Iteration 18Q: 3 clusters Score -8722827 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8723017.000000 Penalty: 5419.479492
	Iteration 19Q: 3 clusters Score -8723017 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8723158.000000 Penalty: 5419.479492
	Iteration 20F: 3 clusters Score -8723158 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -8723267.000000 Penalty: 5419.479492
	Iteration 21Q: 3 clusters Score -8723267 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8723417.000000 Penalty: 5419.479492
	Iteration 22Q: 3 clusters Score -8723417 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -8723503.000000 Penalty: 5419.479492
	Iteration 23Q: 3 clusters Score -8723503 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8723577.000000 Penalty: 5419.479492
	Iteration 24Q: 3 clusters Score -8723577 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8723679.000000 Penalty: 5419.479492
	Iteration 25Q: 3 clusters Score -8723679 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -8723759.000000 Penalty: 5419.479492
	Iteration 26Q: 3 clusters Score -8723759 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8723826.000000 Penalty: 5419.479492
	Iteration 27Q: 3 clusters Score -8723826 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -8723867.000000 Penalty: 5419.479492
	Iteration 28Q: 3 clusters Score -8723867 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -8723911.000000 Penalty: 5419.479492
	Iteration 29Q: 3 clusters Score -8723911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8723937.000000 Penalty: 5419.479492
	Iteration 30Q: 3 clusters Score -8723937 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8723976.000000 Penalty: 5419.479492
	Iteration 31Q: 3 clusters Score -8723976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -8724022.000000 Penalty: 5419.479492
	Iteration 32Q: 3 clusters Score -8724022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8724063.000000 Penalty: 5419.479492
	Iteration 33Q: 3 clusters Score -8724063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8724054.000000 Penalty: 5419.479492
	Iteration 34Q: 3 clusters Score -8724054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -8724077.000000 Penalty: 5419.479492
	Iteration 35Q: 3 clusters Score -8724077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8724098.000000 Penalty: 5419.479492
	Iteration 36Q: 3 clusters Score -8724098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8724147.000000 Penalty: 5419.479492
	Iteration 37Q: 3 clusters Score -8724147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8724173.000000 Penalty: 5419.479492
	Iteration 38Q: 3 clusters Score -8724173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8724185.000000 Penalty: 5419.479492
	Iteration 39Q: 3 clusters Score -8724185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -8724198.000000 Penalty: 5419.479492
	Iteration 40F: 3 clusters Score -8724198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8724193.000000 Penalty: 5419.479492
	Iteration 41Q: 3 clusters Score -8724193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -8724197.000000 Penalty: 5419.479492
	Iteration 42Q: 3 clusters Score -8724197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8724218.000000 Penalty: 5419.479492
	Iteration 43Q: 3 clusters Score -8724218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8724234.000000 Penalty: 5419.479492
	Iteration 44Q: 3 clusters Score -8724234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8724236.000000 Penalty: 5419.479492
	Iteration 45Q: 3 clusters Score -8724236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8724241.000000 Penalty: 5419.479492
	Iteration 46Q: 3 clusters Score -8724241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8724256.000000 Penalty: 5419.479492
	Iteration 47Q: 3 clusters Score -8724256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -8724270.000000 Penalty: 5419.479492
	Iteration 48Q: 3 clusters Score -8724270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -8724258.000000 Penalty: 5419.479492
	Iteration 49Q: 3 clusters Score -8724258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8724271.000000 Penalty: 5419.479492
	Iteration 50Q: 3 clusters Score -8724271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8724251.000000 Penalty: 5419.479492
	Iteration 51Q: 3 clusters Score -8724251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8724274.000000 Penalty: 5419.479492
	Iteration 52Q: 3 clusters Score -8724274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8724286.000000 Penalty: 5419.479492
	Iteration 53Q: 3 clusters Score -8724286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8724302.000000 Penalty: 5419.479492
	Iteration 54Q: 3 clusters Score -8724302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8724324.000000 Penalty: 5419.479492
	Iteration 55Q: 3 clusters Score -8724324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8724343.000000 Penalty: 5419.479492
	Iteration 56Q: 3 clusters Score -8724343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8724355.000000 Penalty: 5419.479492
	Iteration 57Q: 3 clusters Score -8724355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8724378.000000 Penalty: 5419.479492
	Iteration 58Q: 3 clusters Score -8724378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8724380.000000 Penalty: 5419.479492
	Iteration 59Q: 3 clusters Score -8724380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8724379.000000 Penalty: 5419.479492
	Iteration 60F: 3 clusters Score -8724379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8724394.000000 Penalty: 5419.479492
	Iteration 61Q: 3 clusters Score -8724394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8724411.000000 Penalty: 5419.479492
	Iteration 62Q: 3 clusters Score -8724411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8724414.000000 Penalty: 5419.479492
	Iteration 63Q: 3 clusters Score -8724414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8724419.000000 Penalty: 5419.479492
	Iteration 64Q: 3 clusters Score -8724419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8724430.000000 Penalty: 5419.479492
	Iteration 65Q: 3 clusters Score -8724430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8724427.000000 Penalty: 5419.479492
	Iteration 66Q: 3 clusters Score -8724427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8724468.000000 Penalty: 5419.479492
	Iteration 67Q: 3 clusters Score -8724468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8724469.000000 Penalty: 5419.479492
	Iteration 68Q: 3 clusters Score -8724469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8724476.000000 Penalty: 5419.479492
	Iteration 69Q: 3 clusters Score -8724476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8724497.000000 Penalty: 5419.479492
	Iteration 70Q: 3 clusters Score -8724497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8724501.000000 Penalty: 5419.479492
	Iteration 71Q: 3 clusters Score -8724501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8724517.000000 Penalty: 5419.479492
	Iteration 72Q: 3 clusters Score -8724517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8724532.000000 Penalty: 5419.479492
	Iteration 73Q: 3 clusters Score -8724532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8724537.000000 Penalty: 5419.479492
	Iteration 74Q: 3 clusters Score -8724537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8724556.000000 Penalty: 5419.479492
	Iteration 75Q: 3 clusters Score -8724556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -8724577.000000 Penalty: 5419.479492
	Iteration 76Q: 3 clusters Score -8724577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8724603.000000 Penalty: 5419.479492
	Iteration 77Q: 3 clusters Score -8724603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8724599.000000 Penalty: 5419.479492
	Iteration 78Q: 3 clusters Score -8724599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8724612.000000 Penalty: 5419.479492
	Iteration 79Q: 3 clusters Score -8724612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8724619.000000 Penalty: 5419.479492
	Iteration 80F: 3 clusters Score -8724619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8724665.000000 Penalty: 5419.479492
	Iteration 81Q: 3 clusters Score -8724665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8724654.000000 Penalty: 5419.479492
	Iteration 82Q: 3 clusters Score -8724654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8724664.000000 Penalty: 5419.479492
	Iteration 83Q: 3 clusters Score -8724664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8724645.000000 Penalty: 5419.479492
	Iteration 84Q: 3 clusters Score -8724645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8724653.000000 Penalty: 5419.479492
	Iteration 85Q: 3 clusters Score -8724653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8724659.000000 Penalty: 5419.479492
	Iteration 86Q: 3 clusters Score -8724659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8724666.000000 Penalty: 5419.479492
	Iteration 87Q: 3 clusters Score -8724666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8724674.000000 Penalty: 5419.479492
	Iteration 88Q: 3 clusters Score -8724674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8724673.000000 Penalty: 5419.479492
	Iteration 89Q: 3 clusters Score -8724673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8724673.000000 Penalty: 5419.479492
	Iteration 90Q: 3 clusters Score -8724673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8724671.000000 Penalty: 5419.479492
	Iteration 91Q: 3 clusters Score -8724671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8724677.000000 Penalty: 5419.479492
	Iteration 92Q: 3 clusters Score -8724677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8724671.000000 Penalty: 5419.479492
	Iteration 93Q: 3 clusters Score -8724671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8724666.000000 Penalty: 5419.479492
	Iteration 94Q: 3 clusters Score -8724666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8724660.000000 Penalty: 5419.479492
	Iteration 95Q: 3 clusters Score -8724660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8724661.000000 Penalty: 5419.479492
	Iteration 96Q: 3 clusters Score -8724661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8724673.000000 Penalty: 5419.479492
	Iteration 97Q: 3 clusters Score -8724673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8724664.000000 Penalty: 5419.479492
	Iteration 98Q: 3 clusters Score -8724664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8724667.000000 Penalty: 5419.479492
	Iteration 99Q: 3 clusters Score -8724667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8724677.000000 Penalty: 5419.479492
	Iteration 100F: 3 clusters Score -8724677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8724681.000000 Penalty: 5419.479492
	Iteration 101Q: 3 clusters Score -8724681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8724677.000000 Penalty: 5419.479492
	Iteration 102Q: 3 clusters Score -8724677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8724674.000000 Penalty: 5419.479492
	Iteration 103Q: 3 clusters Score -8724674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8724672.000000 Penalty: 5419.479492
	Iteration 104Q: 3 clusters Score -8724672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8724680.000000 Penalty: 5419.479492
	Iteration 105Q: 3 clusters Score -8724680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8724680.000000 Penalty: 5419.479492
	Iteration 106Q: 3 clusters Score -8724680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8724688.000000 Penalty: 5419.479492
	Iteration 107Q: 3 clusters Score -8724688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8724679.000000 Penalty: 5419.479492
	Iteration 108Q: 3 clusters Score -8724679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8724681.000000 Penalty: 5419.479492
	Iteration 109Q: 3 clusters Score -8724681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8724683.000000 Penalty: 5419.479492
	Iteration 110Q: 3 clusters Score -8724683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8724684.000000 Penalty: 5419.479492
	Iteration 111Q: 3 clusters Score -8724684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8724689.000000 Penalty: 5419.479492
	Iteration 112Q: 3 clusters Score -8724689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8724689.000000 Penalty: 5419.479492
	Iteration 113F: 3 clusters Score -8724689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15991 members 
Entering Unmasked Estep 
Score: -2369353.250000 Penalty: 2400.585693
	Iteration 0F: 2 clusters Score -2369353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2357737.500000 Penalty: 4801.171387
	Iteration 0F: 3 clusters Score -2357738 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2361799.250000 Penalty: 4801.171387
	Iteration 1F: 3 clusters Score -2361799 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2362419.500000 Penalty: 4801.171387
	Iteration 2F: 3 clusters Score -2362420 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2363080.250000 Penalty: 4801.171387
	Iteration 3F: 3 clusters Score -2363080 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2363884.250000 Penalty: 4801.171387
	Iteration 4F: 3 clusters Score -2363884 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2364748.000000 Penalty: 4801.171387
	Iteration 5F: 3 clusters Score -2364748 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2365651.000000 Penalty: 4801.171387
	Iteration 6F: 3 clusters Score -2365651 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2366467.000000 Penalty: 4801.171387
	Iteration 7F: 3 clusters Score -2366467 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2367103.500000 Penalty: 4801.171387
	Iteration 8F: 3 clusters Score -2367104 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2367569.750000 Penalty: 4801.171387
	Iteration 9Q: 3 clusters Score -2367570 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2367892.500000 Penalty: 4801.171387
	Iteration 10Q: 3 clusters Score -2367892 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2368088.750000 Penalty: 4801.171387
	Iteration 11Q: 3 clusters Score -2368089 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2368191.000000 Penalty: 4801.171387
	Iteration 12Q: 3 clusters Score -2368191 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2368253.500000 Penalty: 4801.171387
	Iteration 13Q: 3 clusters Score -2368254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2368294.750000 Penalty: 4801.171387
	Iteration 14Q: 3 clusters Score -2368295 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2368343.250000 Penalty: 4801.171387
	Iteration 15Q: 3 clusters Score -2368343 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2368375.750000 Penalty: 4801.171387
	Iteration 16Q: 3 clusters Score -2368376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2368411.750000 Penalty: 4801.171387
	Iteration 17Q: 3 clusters Score -2368412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2368456.250000 Penalty: 4801.171387
	Iteration 18Q: 3 clusters Score -2368456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2368490.000000 Penalty: 4801.171387
	Iteration 19Q: 3 clusters Score -2368490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2368543.500000 Penalty: 4801.171387
	Iteration 20F: 3 clusters Score -2368544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2368584.750000 Penalty: 4801.171387
	Iteration 21Q: 3 clusters Score -2368585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2368627.500000 Penalty: 4801.171387
	Iteration 22Q: 3 clusters Score -2368628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2368676.250000 Penalty: 4801.171387
	Iteration 23Q: 3 clusters Score -2368676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2368741.750000 Penalty: 4801.171387
	Iteration 24Q: 3 clusters Score -2368742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2368829.000000 Penalty: 4801.171387
	Iteration 25Q: 3 clusters Score -2368829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2368923.500000 Penalty: 4801.171387
	Iteration 26Q: 3 clusters Score -2368924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2369035.250000 Penalty: 4801.171387
	Iteration 27Q: 3 clusters Score -2369035 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2369088.750000 Penalty: 4801.171387
	Iteration 28Q: 3 clusters Score -2369089 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2369130.500000 Penalty: 4801.171387
	Iteration 29Q: 3 clusters Score -2369130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2369146.750000 Penalty: 4801.171387
	Iteration 30Q: 3 clusters Score -2369147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2369165.750000 Penalty: 4801.171387
	Iteration 31Q: 3 clusters Score -2369166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2369180.250000 Penalty: 4801.171387
	Iteration 32Q: 3 clusters Score -2369180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2369187.000000 Penalty: 4801.171387
	Iteration 33Q: 3 clusters Score -2369187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2369188.000000 Penalty: 4801.171387
	Iteration 34Q: 3 clusters Score -2369188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2369190.750000 Penalty: 4801.171387
	Iteration 35Q: 3 clusters Score -2369191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2369195.750000 Penalty: 4801.171387
	Iteration 36Q: 3 clusters Score -2369196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2369195.000000 Penalty: 4801.171387
	Iteration 37Q: 3 clusters Score -2369195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2369196.250000 Penalty: 4801.171387
	Iteration 38Q: 3 clusters Score -2369196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2369203.250000 Penalty: 4801.171387
	Iteration 39Q: 3 clusters Score -2369203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2369202.750000 Penalty: 4801.171387
	Iteration 40F: 3 clusters Score -2369203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2369203.000000 Penalty: 4801.171387
	Iteration 41Q: 3 clusters Score -2369203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2369197.500000 Penalty: 4801.171387
	Iteration 42Q: 3 clusters Score -2369198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2369197.750000 Penalty: 4801.171387
	Iteration 43Q: 3 clusters Score -2369198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2369202.250000 Penalty: 4801.171387
	Iteration 44Q: 3 clusters Score -2369202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2369205.500000 Penalty: 4801.171387
	Iteration 45Q: 3 clusters Score -2369206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2369204.000000 Penalty: 4801.171387
	Iteration 46Q: 3 clusters Score -2369204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2369206.750000 Penalty: 4801.171387
	Iteration 47Q: 3 clusters Score -2369207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2369204.250000 Penalty: 4801.171387
	Iteration 48Q: 3 clusters Score -2369204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2369207.000000 Penalty: 4801.171387
	Iteration 49Q: 3 clusters Score -2369207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2369206.500000 Penalty: 4801.171387
	Iteration 50Q: 3 clusters Score -2369206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2369206.250000 Penalty: 4801.171387
	Iteration 51Q: 3 clusters Score -2369206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2369207.500000 Penalty: 4801.171387
	Iteration 52Q: 3 clusters Score -2369208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2369208.000000 Penalty: 4801.171387
	Iteration 53Q: 3 clusters Score -2369208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2369211.750000 Penalty: 4801.171387
	Iteration 54Q: 3 clusters Score -2369212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2369212.000000 Penalty: 4801.171387
	Iteration 55Q: 3 clusters Score -2369212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2369213.250000 Penalty: 4801.171387
	Iteration 56Q: 3 clusters Score -2369213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2369213.250000 Penalty: 4801.171387
	Iteration 57F: 3 clusters Score -2369213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -47998.875000 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -47998.88 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 206 members 
Entering Unmasked Estep 
Score: -46727.484375 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -46727.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46944.691406 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -46944.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47045.558594 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -47045.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47078.558594 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -47078.56 nChanged 6
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: -47097.699219 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -47097.7 nChanged 6
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: -47126.789062 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -47126.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47146.046875 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -47146.05 nChanged 1
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: -47148.265625 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -47148.27 nChanged 1
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: -47158.105469 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -47158.11 nChanged 4
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: -47168.628906 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -47168.63 nChanged 5
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: -47201.480469 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -47201.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47202.222656 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -47202.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47203.882812 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -47203.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47203.882812 Penalty: 2956.658691
	Iteration 13F: 3 clusters Score -47203.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (64746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Entering Unmasked Estep 
Score: -10087552.000000 Penalty: 2747.400391
	Iteration 0F: 2 clusters Score -1.008755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -10044145.000000 Penalty: 5494.800781
	Iteration 0F: 3 clusters Score -1.004414e+07 nChanged 30116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -10061421.000000 Penalty: 5494.800781
	Iteration 1F: 3 clusters Score -1.006142e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -10062188.000000 Penalty: 5494.800781
	Iteration 2Q: 3 clusters Score -1.006219e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -10062924.000000 Penalty: 5494.800781
	Iteration 3Q: 3 clusters Score -1.006292e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -10063691.000000 Penalty: 5494.800781
	Iteration 4Q: 3 clusters Score -1.006369e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -10064543.000000 Penalty: 5494.800781
	Iteration 5Q: 3 clusters Score -1.006454e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -10065556.000000 Penalty: 5494.800781
	Iteration 6Q: 3 clusters Score -1.006556e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -10066527.000000 Penalty: 5494.800781
	Iteration 7Q: 3 clusters Score -1.006653e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -10067805.000000 Penalty: 5494.800781
	Iteration 8Q: 3 clusters Score -1.00678e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -10069239.000000 Penalty: 5494.800781
	Iteration 9Q: 3 clusters Score -1.006924e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -10070668.000000 Penalty: 5494.800781
	Iteration 10Q: 3 clusters Score -1.007067e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -10072041.000000 Penalty: 5494.800781
	Iteration 11Q: 3 clusters Score -1.007204e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10073113.000000 Penalty: 5494.800781
	Iteration 12Q: 3 clusters Score -1.007311e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -10074031.000000 Penalty: 5494.800781
	Iteration 13Q: 3 clusters Score -1.007403e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -10074616.000000 Penalty: 5494.800781
	Iteration 14Q: 3 clusters Score -1.007462e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -10074920.000000 Penalty: 5494.800781
	Iteration 15Q: 3 clusters Score -1.007492e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10075162.000000 Penalty: 5494.800781
	Iteration 16Q: 3 clusters Score -1.007516e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -10075339.000000 Penalty: 5494.800781
	Iteration 17Q: 3 clusters Score -1.007534e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -10075577.000000 Penalty: 5494.800781
	Iteration 18Q: 3 clusters Score -1.007558e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -10075802.000000 Penalty: 5494.800781
	Iteration 19Q: 3 clusters Score -1.00758e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10076008.000000 Penalty: 5494.800781
	Iteration 20F: 3 clusters Score -1.007601e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -10076379.000000 Penalty: 5494.800781
	Iteration 21Q: 3 clusters Score -1.007638e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -10076744.000000 Penalty: 5494.800781
	Iteration 22Q: 3 clusters Score -1.007674e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -10077054.000000 Penalty: 5494.800781
	Iteration 23Q: 3 clusters Score -1.007705e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -10077403.000000 Penalty: 5494.800781
	Iteration 24Q: 3 clusters Score -1.00774e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -10077788.000000 Penalty: 5494.800781
	Iteration 25Q: 3 clusters Score -1.007779e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -10078249.000000 Penalty: 5494.800781
	Iteration 26Q: 3 clusters Score -1.007825e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -10078742.000000 Penalty: 5494.800781
	Iteration 27Q: 3 clusters Score -1.007874e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -10079263.000000 Penalty: 5494.800781
	Iteration 28Q: 3 clusters Score -1.007926e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -10079681.000000 Penalty: 5494.800781
	Iteration 29Q: 3 clusters Score -1.007968e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -10080112.000000 Penalty: 5494.800781
	Iteration 30Q: 3 clusters Score -1.008011e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -10080566.000000 Penalty: 5494.800781
	Iteration 31Q: 3 clusters Score -1.008057e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -10080990.000000 Penalty: 5494.800781
	Iteration 32Q: 3 clusters Score -1.008099e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -10081363.000000 Penalty: 5494.800781
	Iteration 33Q: 3 clusters Score -1.008136e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -10081719.000000 Penalty: 5494.800781
	Iteration 34Q: 3 clusters Score -1.008172e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -10082041.000000 Penalty: 5494.800781
	Iteration 35Q: 3 clusters Score -1.008204e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -10082331.000000 Penalty: 5494.800781
	Iteration 36Q: 3 clusters Score -1.008233e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -10082664.000000 Penalty: 5494.800781
	Iteration 37Q: 3 clusters Score -1.008266e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -10082941.000000 Penalty: 5494.800781
	Iteration 38Q: 3 clusters Score -1.008294e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -10083204.000000 Penalty: 5494.800781
	Iteration 39Q: 3 clusters Score -1.00832e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -10083522.000000 Penalty: 5494.800781
	Iteration 40F: 3 clusters Score -1.008352e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -10083806.000000 Penalty: 5494.800781
	Iteration 41Q: 3 clusters Score -1.008381e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -10084089.000000 Penalty: 5494.800781
	Iteration 42Q: 3 clusters Score -1.008409e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -10084289.000000 Penalty: 5494.800781
	Iteration 43Q: 3 clusters Score -1.008429e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -10084468.000000 Penalty: 5494.800781
	Iteration 44Q: 3 clusters Score -1.008447e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -10084646.000000 Penalty: 5494.800781
	Iteration 45Q: 3 clusters Score -1.008465e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -10084772.000000 Penalty: 5494.800781
	Iteration 46Q: 3 clusters Score -1.008477e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -10084862.000000 Penalty: 5494.800781
	Iteration 47Q: 3 clusters Score -1.008486e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -10084887.000000 Penalty: 5494.800781
	Iteration 48Q: 3 clusters Score -1.008489e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -10084956.000000 Penalty: 5494.800781
	Iteration 49Q: 3 clusters Score -1.008496e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -10084986.000000 Penalty: 5494.800781
	Iteration 50Q: 3 clusters Score -1.008499e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10085037.000000 Penalty: 5494.800781
	Iteration 51Q: 3 clusters Score -1.008504e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -10085076.000000 Penalty: 5494.800781
	Iteration 52Q: 3 clusters Score -1.008508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -10085089.000000 Penalty: 5494.800781
	Iteration 53Q: 3 clusters Score -1.008509e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -10085112.000000 Penalty: 5494.800781
	Iteration 54Q: 3 clusters Score -1.008511e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -10085129.000000 Penalty: 5494.800781
	Iteration 55Q: 3 clusters Score -1.008513e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -10085150.000000 Penalty: 5494.800781
	Iteration 56Q: 3 clusters Score -1.008515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -10085158.000000 Penalty: 5494.800781
	Iteration 57Q: 3 clusters Score -1.008516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -10085183.000000 Penalty: 5494.800781
	Iteration 58Q: 3 clusters Score -1.008518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -10085195.000000 Penalty: 5494.800781
	Iteration 59Q: 3 clusters Score -1.00852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -10085190.000000 Penalty: 5494.800781
	Iteration 60F: 3 clusters Score -1.008519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -10085197.000000 Penalty: 5494.800781
	Iteration 61Q: 3 clusters Score -1.00852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -10085214.000000 Penalty: 5494.800781
	Iteration 62Q: 3 clusters Score -1.008521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -10085226.000000 Penalty: 5494.800781
	Iteration 63Q: 3 clusters Score -1.008523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -10085243.000000 Penalty: 5494.800781
	Iteration 64Q: 3 clusters Score -1.008524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -10085239.000000 Penalty: 5494.800781
	Iteration 65Q: 3 clusters Score -1.008524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -10085277.000000 Penalty: 5494.800781
	Iteration 66Q: 3 clusters Score -1.008528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -10085269.000000 Penalty: 5494.800781
	Iteration 67Q: 3 clusters Score -1.008527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -10085273.000000 Penalty: 5494.800781
	Iteration 68Q: 3 clusters Score -1.008527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -10085295.000000 Penalty: 5494.800781
	Iteration 69Q: 3 clusters Score -1.00853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -10085286.000000 Penalty: 5494.800781
	Iteration 70Q: 3 clusters Score -1.008529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -10085295.000000 Penalty: 5494.800781
	Iteration 71Q: 3 clusters Score -1.00853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -10085301.000000 Penalty: 5494.800781
	Iteration 72Q: 3 clusters Score -1.00853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -10085312.000000 Penalty: 5494.800781
	Iteration 73Q: 3 clusters Score -1.008531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -10085317.000000 Penalty: 5494.800781
	Iteration 74Q: 3 clusters Score -1.008532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -10085326.000000 Penalty: 5494.800781
	Iteration 75Q: 3 clusters Score -1.008533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -10085322.000000 Penalty: 5494.800781
	Iteration 76Q: 3 clusters Score -1.008532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -10085320.000000 Penalty: 5494.800781
	Iteration 77Q: 3 clusters Score -1.008532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -10085328.000000 Penalty: 5494.800781
	Iteration 78Q: 3 clusters Score -1.008533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -10085329.000000 Penalty: 5494.800781
	Iteration 79Q: 3 clusters Score -1.008533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -10085331.000000 Penalty: 5494.800781
	Iteration 80F: 3 clusters Score -1.008533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -10085338.000000 Penalty: 5494.800781
	Iteration 81Q: 3 clusters Score -1.008534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -10085341.000000 Penalty: 5494.800781
	Iteration 82Q: 3 clusters Score -1.008534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -10085342.000000 Penalty: 5494.800781
	Iteration 83Q: 3 clusters Score -1.008534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -10085339.000000 Penalty: 5494.800781
	Iteration 84Q: 3 clusters Score -1.008534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -10085339.000000 Penalty: 5494.800781
	Iteration 85F: 3 clusters Score -1.008534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -4445263.500000 Penalty: 2544.168945
	Iteration 0F: 2 clusters Score -4445264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4425745.500000 Penalty: 5088.337891
	Iteration 0F: 3 clusters Score -4425746 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4432996.500000 Penalty: 5088.337891
	Iteration 1F: 3 clusters Score -4432996 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4433662.500000 Penalty: 5088.337891
	Iteration 2F: 3 clusters Score -4433662 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4434246.500000 Penalty: 5088.337891
	Iteration 3F: 3 clusters Score -4434246 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4434750.500000 Penalty: 5088.337891
	Iteration 4Q: 3 clusters Score -4434750 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4435218.500000 Penalty: 5088.337891
	Iteration 5Q: 3 clusters Score -4435218 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4435615.500000 Penalty: 5088.337891
	Iteration 6Q: 3 clusters Score -4435616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4436060.000000 Penalty: 5088.337891
	Iteration 7Q: 3 clusters Score -4436060 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4436610.000000 Penalty: 5088.337891
	Iteration 8Q: 3 clusters Score -4436610 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4437251.500000 Penalty: 5088.337891
	Iteration 9Q: 3 clusters Score -4437252 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4437931.500000 Penalty: 5088.337891
	Iteration 10Q: 3 clusters Score -4437932 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4438608.000000 Penalty: 5088.337891
	Iteration 11Q: 3 clusters Score -4438608 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4439261.500000 Penalty: 5088.337891
	Iteration 12Q: 3 clusters Score -4439262 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4439828.000000 Penalty: 5088.337891
	Iteration 13Q: 3 clusters Score -4439828 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4440355.000000 Penalty: 5088.337891
	Iteration 14Q: 3 clusters Score -4440355 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4440838.500000 Penalty: 5088.337891
	Iteration 15Q: 3 clusters Score -4440838 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4441355.500000 Penalty: 5088.337891
	Iteration 16Q: 3 clusters Score -4441356 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4441790.500000 Penalty: 5088.337891
	Iteration 17Q: 3 clusters Score -4441790 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4442179.000000 Penalty: 5088.337891
	Iteration 18Q: 3 clusters Score -4442179 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4442480.000000 Penalty: 5088.337891
	Iteration 19Q: 3 clusters Score -4442480 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4442731.000000 Penalty: 5088.337891
	Iteration 20F: 3 clusters Score -4442731 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4442951.500000 Penalty: 5088.337891
	Iteration 21Q: 3 clusters Score -4442952 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4443134.000000 Penalty: 5088.337891
	Iteration 22Q: 3 clusters Score -4443134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4443313.000000 Penalty: 5088.337891
	Iteration 23Q: 3 clusters Score -4443313 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4443434.000000 Penalty: 5088.337891
	Iteration 24Q: 3 clusters Score -4443434 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4443512.000000 Penalty: 5088.337891
	Iteration 25Q: 3 clusters Score -4443512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4443586.000000 Penalty: 5088.337891
	Iteration 26Q: 3 clusters Score -4443586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4443645.000000 Penalty: 5088.337891
	Iteration 27Q: 3 clusters Score -4443645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4443670.000000 Penalty: 5088.337891
	Iteration 28Q: 3 clusters Score -4443670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4443686.000000 Penalty: 5088.337891
	Iteration 29Q: 3 clusters Score -4443686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4443703.000000 Penalty: 5088.337891
	Iteration 30Q: 3 clusters Score -4443703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4443714.000000 Penalty: 5088.337891
	Iteration 31Q: 3 clusters Score -4443714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4443729.000000 Penalty: 5088.337891
	Iteration 32Q: 3 clusters Score -4443729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4443747.500000 Penalty: 5088.337891
	Iteration 33Q: 3 clusters Score -4443748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4443744.500000 Penalty: 5088.337891
	Iteration 34Q: 3 clusters Score -4443744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4443754.000000 Penalty: 5088.337891
	Iteration 35Q: 3 clusters Score -4443754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4443759.000000 Penalty: 5088.337891
	Iteration 36Q: 3 clusters Score -4443759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4443757.000000 Penalty: 5088.337891
	Iteration 37Q: 3 clusters Score -4443757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4443759.500000 Penalty: 5088.337891
	Iteration 38Q: 3 clusters Score -4443760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4443757.500000 Penalty: 5088.337891
	Iteration 39Q: 3 clusters Score -4443758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4443762.500000 Penalty: 5088.337891
	Iteration 40F: 3 clusters Score -4443762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4443765.500000 Penalty: 5088.337891
	Iteration 41Q: 3 clusters Score -4443766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4443765.000000 Penalty: 5088.337891
	Iteration 42Q: 3 clusters Score -4443765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4443766.000000 Penalty: 5088.337891
	Iteration 43Q: 3 clusters Score -4443766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4443764.500000 Penalty: 5088.337891
	Iteration 44Q: 3 clusters Score -4443764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4443765.500000 Penalty: 5088.337891
	Iteration 45Q: 3 clusters Score -4443766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4443764.000000 Penalty: 5088.337891
	Iteration 46Q: 3 clusters Score -4443764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4443764.000000 Penalty: 5088.337891
	Iteration 47Q: 3 clusters Score -4443764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4443771.500000 Penalty: 5088.337891
	Iteration 48Q: 3 clusters Score -4443772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4443768.500000 Penalty: 5088.337891
	Iteration 49Q: 3 clusters Score -4443768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4443767.500000 Penalty: 5088.337891
	Iteration 50Q: 3 clusters Score -4443768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4443771.000000 Penalty: 5088.337891
	Iteration 51Q: 3 clusters Score -4443771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4443773.500000 Penalty: 5088.337891
	Iteration 52Q: 3 clusters Score -4443774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4443777.500000 Penalty: 5088.337891
	Iteration 53Q: 3 clusters Score -4443778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4443777.000000 Penalty: 5088.337891
	Iteration 54Q: 3 clusters Score -4443777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4443777.500000 Penalty: 5088.337891
	Iteration 55Q: 3 clusters Score -4443778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4443774.500000 Penalty: 5088.337891
	Iteration 56Q: 3 clusters Score -4443774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4443778.500000 Penalty: 5088.337891
	Iteration 57Q: 3 clusters Score -4443778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4443781.500000 Penalty: 5088.337891
	Iteration 58Q: 3 clusters Score -4443782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4443781.500000 Penalty: 5088.337891
	Iteration 59Q: 3 clusters Score -4443782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4443783.500000 Penalty: 5088.337891
	Iteration 60F: 3 clusters Score -4443784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4443784.000000 Penalty: 5088.337891
	Iteration 61Q: 3 clusters Score -4443784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4443783.000000 Penalty: 5088.337891
	Iteration 62Q: 3 clusters Score -4443783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4443789.000000 Penalty: 5088.337891
	Iteration 63Q: 3 clusters Score -4443789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4443792.500000 Penalty: 5088.337891
	Iteration 64Q: 3 clusters Score -4443792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4443790.500000 Penalty: 5088.337891
	Iteration 65Q: 3 clusters Score -4443790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4443794.500000 Penalty: 5088.337891
	Iteration 66Q: 3 clusters Score -4443794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4443793.500000 Penalty: 5088.337891
	Iteration 67Q: 3 clusters Score -4443794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4443794.500000 Penalty: 5088.337891
	Iteration 68Q: 3 clusters Score -4443794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4443796.500000 Penalty: 5088.337891
	Iteration 69Q: 3 clusters Score -4443796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4443791.500000 Penalty: 5088.337891
	Iteration 70Q: 3 clusters Score -4443792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4443796.000000 Penalty: 5088.337891
	Iteration 71Q: 3 clusters Score -4443796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4443793.500000 Penalty: 5088.337891
	Iteration 72Q: 3 clusters Score -4443794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4443793.500000 Penalty: 5088.337891
	Iteration 73Q: 3 clusters Score -4443794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4443796.000000 Penalty: 5088.337891
	Iteration 74Q: 3 clusters Score -4443796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4443796.000000 Penalty: 5088.337891
	Iteration 75F: 3 clusters Score -4443796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -60565.222656 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -60565.22 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 217 members 
Entering Unmasked Estep 
Score: -59161.183594 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -59161.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59379.664062 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -59379.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59457.691406 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -59457.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59480.359375 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -59480.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59487.175781 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -59487.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59492.308594 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -59492.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59497.171875 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -59497.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59507.835938 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -59507.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59511.531250 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -59511.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59521.199219 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -59521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59524.753906 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -59524.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59532.890625 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -59532.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59536.738281 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -59536.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59537.734375 Penalty: 3017.911621
	Iteration 13Q: 3 clusters Score -59537.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59563.664062 Penalty: 3017.911621
	Iteration 14Q: 3 clusters Score -59563.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59571.449219 Penalty: 3017.911621
	Iteration 15Q: 3 clusters Score -59571.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59577.683594 Penalty: 3017.911621
	Iteration 16Q: 3 clusters Score -59577.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59587.109375 Penalty: 3017.911621
	Iteration 17Q: 3 clusters Score -59587.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59589.320312 Penalty: 3017.911621
	Iteration 18Q: 3 clusters Score -59589.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59592.859375 Penalty: 3017.911621
	Iteration 19Q: 3 clusters Score -59592.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59607.101562 Penalty: 3017.911621
	Iteration 20F: 3 clusters Score -59607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59636.324219 Penalty: 3017.911621
	Iteration 21Q: 3 clusters Score -59636.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59664.152344 Penalty: 3017.911621
	Iteration 22Q: 3 clusters Score -59664.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59715.273438 Penalty: 3017.911621
	Iteration 23Q: 3 clusters Score -59715.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59749.585938 Penalty: 3017.911621
	Iteration 24Q: 3 clusters Score -59749.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59851.335938 Penalty: 3017.911621
	Iteration 25Q: 3 clusters Score -59851.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59864.902344 Penalty: 3017.911621
	Iteration 26Q: 3 clusters Score -59864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59870.726562 Penalty: 3017.911621
	Iteration 27Q: 3 clusters Score -59870.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59870.726562 Penalty: 3017.911621
	Iteration 28F: 3 clusters Score -59870.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -1364369.375000 Penalty: 2262.296875
	Iteration 0F: 2 clusters Score -1364369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1357140.000000 Penalty: 4524.593750
	Iteration 0F: 3 clusters Score -1357140 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1359468.125000 Penalty: 4524.593750
	Iteration 1F: 3 clusters Score -1359468 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1360012.875000 Penalty: 4524.593750
	Iteration 2F: 3 clusters Score -1360013 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1360548.000000 Penalty: 4524.593750
	Iteration 3F: 3 clusters Score -1360548 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1361010.000000 Penalty: 4524.593750
	Iteration 4F: 3 clusters Score -1361010 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1361433.000000 Penalty: 4524.593750
	Iteration 5F: 3 clusters Score -1361433 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1361741.625000 Penalty: 4524.593750
	Iteration 6Q: 3 clusters Score -1361742 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1361984.250000 Penalty: 4524.593750
	Iteration 7Q: 3 clusters Score -1361984 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1362179.500000 Penalty: 4524.593750
	Iteration 8Q: 3 clusters Score -1362180 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1362316.375000 Penalty: 4524.593750
	Iteration 9Q: 3 clusters Score -1362316 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1362426.875000 Penalty: 4524.593750
	Iteration 10Q: 3 clusters Score -1362427 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1362515.750000 Penalty: 4524.593750
	Iteration 11Q: 3 clusters Score -1362516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1362590.250000 Penalty: 4524.593750
	Iteration 12Q: 3 clusters Score -1362590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1362643.000000 Penalty: 4524.593750
	Iteration 13Q: 3 clusters Score -1362643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1362677.875000 Penalty: 4524.593750
	Iteration 14Q: 3 clusters Score -1362678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1362710.875000 Penalty: 4524.593750
	Iteration 15Q: 3 clusters Score -1362711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1362734.875000 Penalty: 4524.593750
	Iteration 16Q: 3 clusters Score -1362735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1362755.875000 Penalty: 4524.593750
	Iteration 17Q: 3 clusters Score -1362756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1362781.250000 Penalty: 4524.593750
	Iteration 18Q: 3 clusters Score -1362781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1362798.750000 Penalty: 4524.593750
	Iteration 19Q: 3 clusters Score -1362799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1362806.250000 Penalty: 4524.593750
	Iteration 20F: 3 clusters Score -1362806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1362814.625000 Penalty: 4524.593750
	Iteration 21Q: 3 clusters Score -1362815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1362827.000000 Penalty: 4524.593750
	Iteration 22Q: 3 clusters Score -1362827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1362835.500000 Penalty: 4524.593750
	Iteration 23Q: 3 clusters Score -1362836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1362848.750000 Penalty: 4524.593750
	Iteration 24Q: 3 clusters Score -1362849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1362862.125000 Penalty: 4524.593750
	Iteration 25Q: 3 clusters Score -1362862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1362877.375000 Penalty: 4524.593750
	Iteration 26Q: 3 clusters Score -1362877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1362894.000000 Penalty: 4524.593750
	Iteration 27Q: 3 clusters Score -1362894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1362915.500000 Penalty: 4524.593750
	Iteration 28Q: 3 clusters Score -1362916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1362932.000000 Penalty: 4524.593750
	Iteration 29Q: 3 clusters Score -1362932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1362951.625000 Penalty: 4524.593750
	Iteration 30Q: 3 clusters Score -1362952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1362960.000000 Penalty: 4524.593750
	Iteration 31Q: 3 clusters Score -1362960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1362970.750000 Penalty: 4524.593750
	Iteration 32Q: 3 clusters Score -1362971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1362979.000000 Penalty: 4524.593750
	Iteration 33Q: 3 clusters Score -1362979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1362986.875000 Penalty: 4524.593750
	Iteration 34Q: 3 clusters Score -1362987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1362993.000000 Penalty: 4524.593750
	Iteration 35Q: 3 clusters Score -1362993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1363006.875000 Penalty: 4524.593750
	Iteration 36Q: 3 clusters Score -1363007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1363020.375000 Penalty: 4524.593750
	Iteration 37Q: 3 clusters Score -1363020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1363029.750000 Penalty: 4524.593750
	Iteration 38Q: 3 clusters Score -1363030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1363038.375000 Penalty: 4524.593750
	Iteration 39Q: 3 clusters Score -1363038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1363047.125000 Penalty: 4524.593750
	Iteration 40F: 3 clusters Score -1363047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1363055.500000 Penalty: 4524.593750
	Iteration 41Q: 3 clusters Score -1363056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1363061.875000 Penalty: 4524.593750
	Iteration 42Q: 3 clusters Score -1363062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1363068.875000 Penalty: 4524.593750
	Iteration 43Q: 3 clusters Score -1363069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1363071.500000 Penalty: 4524.593750
	Iteration 44Q: 3 clusters Score -1363072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1363080.125000 Penalty: 4524.593750
	Iteration 45Q: 3 clusters Score -1363080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1363084.250000 Penalty: 4524.593750
	Iteration 46Q: 3 clusters Score -1363084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1363091.750000 Penalty: 4524.593750
	Iteration 47Q: 3 clusters Score -1363092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1363098.875000 Penalty: 4524.593750
	Iteration 48Q: 3 clusters Score -1363099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1363105.125000 Penalty: 4524.593750
	Iteration 49Q: 3 clusters Score -1363105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1363112.250000 Penalty: 4524.593750
	Iteration 50Q: 3 clusters Score -1363112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1363116.250000 Penalty: 4524.593750
	Iteration 51Q: 3 clusters Score -1363116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1363120.375000 Penalty: 4524.593750
	Iteration 52Q: 3 clusters Score -1363120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1363130.625000 Penalty: 4524.593750
	Iteration 53Q: 3 clusters Score -1363131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1363136.500000 Penalty: 4524.593750
	Iteration 54Q: 3 clusters Score -1363136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1363138.500000 Penalty: 4524.593750
	Iteration 55Q: 3 clusters Score -1363138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1363148.000000 Penalty: 4524.593750
	Iteration 56Q: 3 clusters Score -1363148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1363155.625000 Penalty: 4524.593750
	Iteration 57Q: 3 clusters Score -1363156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1363157.625000 Penalty: 4524.593750
	Iteration 58Q: 3 clusters Score -1363158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1363169.875000 Penalty: 4524.593750
	Iteration 59Q: 3 clusters Score -1363170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1363173.250000 Penalty: 4524.593750
	Iteration 60F: 3 clusters Score -1363173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1363179.875000 Penalty: 4524.593750
	Iteration 61Q: 3 clusters Score -1363180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1363189.250000 Penalty: 4524.593750
	Iteration 62Q: 3 clusters Score -1363189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1363193.250000 Penalty: 4524.593750
	Iteration 63Q: 3 clusters Score -1363193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1363201.000000 Penalty: 4524.593750
	Iteration 64Q: 3 clusters Score -1363201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1363205.500000 Penalty: 4524.593750
	Iteration 65Q: 3 clusters Score -1363206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1363210.125000 Penalty: 4524.593750
	Iteration 66Q: 3 clusters Score -1363210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1363217.625000 Penalty: 4524.593750
	Iteration 67Q: 3 clusters Score -1363218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1363222.250000 Penalty: 4524.593750
	Iteration 68Q: 3 clusters Score -1363222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1363228.250000 Penalty: 4524.593750
	Iteration 69Q: 3 clusters Score -1363228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1363232.000000 Penalty: 4524.593750
	Iteration 70Q: 3 clusters Score -1363232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1363237.625000 Penalty: 4524.593750
	Iteration 71Q: 3 clusters Score -1363238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1363239.750000 Penalty: 4524.593750
	Iteration 72Q: 3 clusters Score -1363240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1363248.375000 Penalty: 4524.593750
	Iteration 73Q: 3 clusters Score -1363248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1363255.875000 Penalty: 4524.593750
	Iteration 74Q: 3 clusters Score -1363256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1363264.750000 Penalty: 4524.593750
	Iteration 75Q: 3 clusters Score -1363265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1363279.625000 Penalty: 4524.593750
	Iteration 76Q: 3 clusters Score -1363280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1363291.625000 Penalty: 4524.593750
	Iteration 77Q: 3 clusters Score -1363292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1363301.000000 Penalty: 4524.593750
	Iteration 78Q: 3 clusters Score -1363301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1363315.625000 Penalty: 4524.593750
	Iteration 79Q: 3 clusters Score -1363316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1363335.250000 Penalty: 4524.593750
	Iteration 80F: 3 clusters Score -1363335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1363354.625000 Penalty: 4524.593750
	Iteration 81Q: 3 clusters Score -1363355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1363382.000000 Penalty: 4524.593750
	Iteration 82Q: 3 clusters Score -1363382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1363410.000000 Penalty: 4524.593750
	Iteration 83Q: 3 clusters Score -1363410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1363429.125000 Penalty: 4524.593750
	Iteration 84Q: 3 clusters Score -1363429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1363441.250000 Penalty: 4524.593750
	Iteration 85Q: 3 clusters Score -1363441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1363448.000000 Penalty: 4524.593750
	Iteration 86Q: 3 clusters Score -1363448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1363456.375000 Penalty: 4524.593750
	Iteration 87Q: 3 clusters Score -1363456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1363464.000000 Penalty: 4524.593750
	Iteration 88Q: 3 clusters Score -1363464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1363479.500000 Penalty: 4524.593750
	Iteration 89Q: 3 clusters Score -1363480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1363486.250000 Penalty: 4524.593750
	Iteration 90Q: 3 clusters Score -1363486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1363492.750000 Penalty: 4524.593750
	Iteration 91Q: 3 clusters Score -1363493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1363501.125000 Penalty: 4524.593750
	Iteration 92Q: 3 clusters Score -1363501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1363508.875000 Penalty: 4524.593750
	Iteration 93Q: 3 clusters Score -1363509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1363516.375000 Penalty: 4524.593750
	Iteration 94Q: 3 clusters Score -1363516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1363524.750000 Penalty: 4524.593750
	Iteration 95Q: 3 clusters Score -1363525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1363532.500000 Penalty: 4524.593750
	Iteration 96Q: 3 clusters Score -1363532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1363534.500000 Penalty: 4524.593750
	Iteration 97Q: 3 clusters Score -1363534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1363535.500000 Penalty: 4524.593750
	Iteration 98Q: 3 clusters Score -1363536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1363541.250000 Penalty: 4524.593750
	Iteration 99Q: 3 clusters Score -1363541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1363549.375000 Penalty: 4524.593750
	Iteration 100F: 3 clusters Score -1363549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1363553.250000 Penalty: 4524.593750
	Iteration 101Q: 3 clusters Score -1363553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1363558.750000 Penalty: 4524.593750
	Iteration 102Q: 3 clusters Score -1363559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1363558.250000 Penalty: 4524.593750
	Iteration 103Q: 3 clusters Score -1363558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1363571.125000 Penalty: 4524.593750
	Iteration 104Q: 3 clusters Score -1363571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1363576.125000 Penalty: 4524.593750
	Iteration 105Q: 3 clusters Score -1363576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1363586.500000 Penalty: 4524.593750
	Iteration 106Q: 3 clusters Score -1363586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1363600.125000 Penalty: 4524.593750
	Iteration 107Q: 3 clusters Score -1363600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1363608.875000 Penalty: 4524.593750
	Iteration 108Q: 3 clusters Score -1363609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1363625.000000 Penalty: 4524.593750
	Iteration 109Q: 3 clusters Score -1363625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1363629.000000 Penalty: 4524.593750
	Iteration 110Q: 3 clusters Score -1363629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1363643.000000 Penalty: 4524.593750
	Iteration 111Q: 3 clusters Score -1363643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1363650.750000 Penalty: 4524.593750
	Iteration 112Q: 3 clusters Score -1363651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1363668.250000 Penalty: 4524.593750
	Iteration 113Q: 3 clusters Score -1363668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1363681.375000 Penalty: 4524.593750
	Iteration 114Q: 3 clusters Score -1363681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1363697.750000 Penalty: 4524.593750
	Iteration 115Q: 3 clusters Score -1363698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1363725.000000 Penalty: 4524.593750
	Iteration 116Q: 3 clusters Score -1363725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1363761.750000 Penalty: 4524.593750
	Iteration 117Q: 3 clusters Score -1363762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1363811.500000 Penalty: 4524.593750
	Iteration 118Q: 3 clusters Score -1363812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1363900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
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Entering Unmasked Estep 
Score: -1364054.625000 Penalty: 4524.593750
	Iteration 120F: 3 clusters Score -1364055 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1364270 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1364502.375000 Penalty: 4524.593750
	Iteration 122Q: 3 clusters Score -1364502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1364639.625000 Penalty: 4524.593750
	Iteration 123Q: 3 clusters Score -1364640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1364696.500000 Penalty: 4524.593750
	Iteration 124Q: 3 clusters Score -1364696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1364716.750000 Penalty: 4524.593750
	Iteration 125Q: 3 clusters Score -1364717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1364725.375000 Penalty: 4524.593750
	Iteration 126Q: 3 clusters Score -1364725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1364727.125000 Penalty: 4524.593750
	Iteration 127Q: 3 clusters Score -1364727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1364728.125000 Penalty: 4524.593750
	Iteration 128Q: 3 clusters Score -1364728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1364729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 130F: 3 clusters Score -1364729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76277 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 38282 members 
Mstep: Class 19 contains 108877 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55624 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64746 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 5677 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 29588 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7402 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 15786 members 
Mstep: Class 38 contains 3479 members 
Entering Unmasked Estep 
Score: -120356760.000000 Penalty: 128043.312500
Splitting cluster 27 changes total score from -120356832.000000 to -120356760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -179504.812500 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -179504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -177407.468750 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -177407.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -177759.968750 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -177760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177882.171875 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -177882.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177954.593750 Penalty: 3534.140381
	Iteration 3Q: 3 clusters Score -177954.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177980.453125 Penalty: 3534.140381
	Iteration 4Q: 3 clusters Score -177980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178013.031250 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -178013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178037.890625 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -178037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178055.000000 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -178055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178064.593750 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -178064.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178077.203125 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -178077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178085.937500 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -178085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178094.265625 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -178094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178108.109375 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -178108.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178124.187500 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -178124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178156.031250 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -178156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178190.937500 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -178190.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178219.390625 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -178219.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -178248.359375 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -178248.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -178282.250000 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -178282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -178303.921875 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -178303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178330.953125 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -178331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -178368.468750 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -178368.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -178393.312500 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -178393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -178411.468750 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -178411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178431.984375 Penalty: 3534.140381
	Iteration 24Q: 3 clusters Score -178432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -178460.765625 Penalty: 3534.140381
	Iteration 25Q: 3 clusters Score -178460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178485.500000 Penalty: 3534.140381
	Iteration 26Q: 3 clusters Score -178485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178504.281250 Penalty: 3534.140381
	Iteration 27Q: 3 clusters Score -178504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -178518.296875 Penalty: 3534.140381
	Iteration 28Q: 3 clusters Score -178518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -178537.062500 Penalty: 3534.140381
	Iteration 29Q: 3 clusters Score -178537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -178546.781250 Penalty: 3534.140381
	Iteration 30Q: 3 clusters Score -178546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -178549.921875 Penalty: 3534.140381
	Iteration 31Q: 3 clusters Score -178549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -178551.296875 Penalty: 3534.140381
	Iteration 32Q: 3 clusters Score -178551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -178552.625000 Penalty: 3534.140381
	Iteration 33Q: 3 clusters Score -178552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178553.843750 Penalty: 3534.140381
	Iteration 34Q: 3 clusters Score -178553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178553.843750 Penalty: 3534.140381
	Iteration 35F: 3 clusters Score -178553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -1003836.250000 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -1003836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -998287.500000 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -998287.5 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -999945.562500 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -999945.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1000417.812500 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -1000418 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1000879.375000 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -1000879 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1001403.125000 Penalty: 4367.019531
	Iteration 4F: 3 clusters Score -1001403 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1001889.562500 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -1001890 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1002221.312500 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -1002221 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1002445.125000 Penalty: 4367.019531
	Iteration 7Q: 3 clusters Score -1002445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1002586.125000 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -1002586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1002687.812500 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -1002688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1002733.687500 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -1002734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1002758.875000 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -1002759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1002784.375000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -1002784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1002801.687500 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -1002802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1002816.562500 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -1002817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1002837.000000 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -1002837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1002862.937500 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -1002863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1002879.500000 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -1002880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1002888.125000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -1002888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1002898.437500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -1002898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1002913.937500 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -1002914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1002920.312500 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -1002920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1002929.500000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -1002930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1002937.000000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -1002937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1002942.625000 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -1002943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1002947.750000 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -1002948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1002953.062500 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -1002953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1002957.187500 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -1002957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1002959.562500 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -1002960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1002959.625000 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -1002960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1002962.000000 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -1002962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1002961.687500 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -1002962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1002963.250000 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -1002963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1002963.250000 Penalty: 4367.019531
	Iteration 33F: 3 clusters Score -1002963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134284.125000 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134284.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134549.906250 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134549.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134623.828125 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134623.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134660.484375 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134660.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134689.750000 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134699.421875 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134704.718750 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134706.515625 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134711.640625 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -134711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134720.031250 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -134720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134728.593750 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -134728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134736.625000 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -134736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134741.343750 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -134741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134742.640625 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -134742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134742.640625 Penalty: 3371.778320
	Iteration 14F: 3 clusters Score -134742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -1080137.000000 Penalty: 2205.980225
	Iteration 0F: 2 clusters Score -1080137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1074173.875000 Penalty: 4411.960449
	Iteration 0F: 3 clusters Score -1074174 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1075927.625000 Penalty: 4411.960449
	Iteration 1F: 3 clusters Score -1075928 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1076446.375000 Penalty: 4411.960449
	Iteration 2F: 3 clusters Score -1076446 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1076985.250000 Penalty: 4411.960449
	Iteration 3F: 3 clusters Score -1076985 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1077508.625000 Penalty: 4411.960449
	Iteration 4F: 3 clusters Score -1077509 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1077944.000000 Penalty: 4411.960449
	Iteration 5F: 3 clusters Score -1077944 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1078263.375000 Penalty: 4411.960449
	Iteration 6F: 3 clusters Score -1078263 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1078481.750000 Penalty: 4411.960449
	Iteration 7Q: 3 clusters Score -1078482 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1078677.875000 Penalty: 4411.960449
	Iteration 8Q: 3 clusters Score -1078678 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1078821.000000 Penalty: 4411.960449
	Iteration 9Q: 3 clusters Score -1078821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1078946.000000 Penalty: 4411.960449
	Iteration 10Q: 3 clusters Score -1078946 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1079048.625000 Penalty: 4411.960449
	Iteration 11Q: 3 clusters Score -1079049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1079157.875000 Penalty: 4411.960449
	Iteration 12Q: 3 clusters Score -1079158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1079267.250000 Penalty: 4411.960449
	Iteration 13Q: 3 clusters Score -1079267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1079373.000000 Penalty: 4411.960449
	Iteration 14Q: 3 clusters Score -1079373 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1079512.000000 Penalty: 4411.960449
	Iteration 15Q: 3 clusters Score -1079512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1079663.625000 Penalty: 4411.960449
	Iteration 16Q: 3 clusters Score -1079664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1079832.750000 Penalty: 4411.960449
	Iteration 17Q: 3 clusters Score -1079833 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1080041.750000 Penalty: 4411.960449
	Iteration 18Q: 3 clusters Score -1080042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1080353.250000 Penalty: 4411.960449
	Iteration 19Q: 3 clusters Score -1080353 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1080680.875000 Penalty: 4411.960449
	Iteration 20F: 3 clusters Score -1080681 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1080842.625000 Penalty: 4411.960449
	Iteration 21Q: 3 clusters Score -1080843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1080898.000000 Penalty: 4411.960449
	Iteration 22Q: 3 clusters Score -1080898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1080933.750000 Penalty: 4411.960449
	Iteration 23Q: 3 clusters Score -1080934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1080953.625000 Penalty: 4411.960449
	Iteration 24Q: 3 clusters Score -1080954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1080965.625000 Penalty: 4411.960449
	Iteration 25Q: 3 clusters Score -1080966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1080969.000000 Penalty: 4411.960449
	Iteration 26Q: 3 clusters Score -1080969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1080972.000000 Penalty: 4411.960449
	Iteration 27Q: 3 clusters Score -1080972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1080974.250000 Penalty: 4411.960449
	Iteration 28Q: 3 clusters Score -1080974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1080975.875000 Penalty: 4411.960449
	Iteration 29Q: 3 clusters Score -1080976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1080978.250000 Penalty: 4411.960449
	Iteration 30Q: 3 clusters Score -1080978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1080978.375000 Penalty: 4411.960449
	Iteration 31Q: 3 clusters Score -1080978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1080978.875000 Penalty: 4411.960449
	Iteration 32Q: 3 clusters Score -1080979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1080979.125000 Penalty: 4411.960449
	Iteration 33Q: 3 clusters Score -1080979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1080979.125000 Penalty: 4411.960449
	Iteration 34F: 3 clusters Score -1080979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76277 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 38282 members 
Mstep: Class 19 contains 108877 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55624 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64746 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 5022 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 29588 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7402 members 
Mstep: Class 36 contains 87024 members 
Mstep: Class 37 contains 15786 members 
Mstep: Class 38 contains 2274 members 
Entering Unmasked Estep 
Score: -120357248.000000 Penalty: 128043.312500
Splitting cluster 31 changes total score from -120356832.000000 to -120357248.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 32 (18622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Entering Unmasked Estep 
Score: -2768854.000000 Penalty: 2438.360596
	Iteration 0F: 2 clusters Score -2768854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2755712.750000 Penalty: 4876.721191
	Iteration 0F: 3 clusters Score -2755713 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2760580.000000 Penalty: 4876.721191
	Iteration 1F: 3 clusters Score -2760580 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2761335.250000 Penalty: 4876.721191
	Iteration 2F: 3 clusters Score -2761335 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2762075.500000 Penalty: 4876.721191
	Iteration 3F: 3 clusters Score -2762076 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2762752.250000 Penalty: 4876.721191
	Iteration 4F: 3 clusters Score -2762752 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2763375.750000 Penalty: 4876.721191
	Iteration 5F: 3 clusters Score -2763376 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2764014.750000 Penalty: 4876.721191
	Iteration 6F: 3 clusters Score -2764015 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2764737.750000 Penalty: 4876.721191
	Iteration 7F: 3 clusters Score -2764738 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2765388.750000 Penalty: 4876.721191
	Iteration 8Q: 3 clusters Score -2765389 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2765830.750000 Penalty: 4876.721191
	Iteration 9Q: 3 clusters Score -2765831 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2766125.500000 Penalty: 4876.721191
	Iteration 10Q: 3 clusters Score -2766126 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2766330.500000 Penalty: 4876.721191
	Iteration 11Q: 3 clusters Score -2766330 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2766476.000000 Penalty: 4876.721191
	Iteration 12Q: 3 clusters Score -2766476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2766571.750000 Penalty: 4876.721191
	Iteration 13Q: 3 clusters Score -2766572 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2766656.250000 Penalty: 4876.721191
	Iteration 14Q: 3 clusters Score -2766656 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2766753.500000 Penalty: 4876.721191
	Iteration 15Q: 3 clusters Score -2766754 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2766817.000000 Penalty: 4876.721191
	Iteration 16Q: 3 clusters Score -2766817 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2766877.250000 Penalty: 4876.721191
	Iteration 17Q: 3 clusters Score -2766877 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2766936.000000 Penalty: 4876.721191
	Iteration 18Q: 3 clusters Score -2766936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2766998.750000 Penalty: 4876.721191
	Iteration 19Q: 3 clusters Score -2766999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2767068.000000 Penalty: 4876.721191
	Iteration 20F: 3 clusters Score -2767068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2767123.750000 Penalty: 4876.721191
	Iteration 21Q: 3 clusters Score -2767124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2767166.250000 Penalty: 4876.721191
	Iteration 22Q: 3 clusters Score -2767166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2767201.250000 Penalty: 4876.721191
	Iteration 23Q: 3 clusters Score -2767201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2767253.000000 Penalty: 4876.721191
	Iteration 24Q: 3 clusters Score -2767253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2767286.750000 Penalty: 4876.721191
	Iteration 25Q: 3 clusters Score -2767287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2767322.750000 Penalty: 4876.721191
	Iteration 26Q: 3 clusters Score -2767323 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2767373.500000 Penalty: 4876.721191
	Iteration 27Q: 3 clusters Score -2767374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2767404.000000 Penalty: 4876.721191
	Iteration 28Q: 3 clusters Score -2767404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2767419.500000 Penalty: 4876.721191
	Iteration 29Q: 3 clusters Score -2767420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2767458.750000 Penalty: 4876.721191
	Iteration 30Q: 3 clusters Score -2767459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2767471.500000 Penalty: 4876.721191
	Iteration 31Q: 3 clusters Score -2767472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2767504.250000 Penalty: 4876.721191
	Iteration 32Q: 3 clusters Score -2767504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2767534.250000 Penalty: 4876.721191
	Iteration 33Q: 3 clusters Score -2767534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2767564.250000 Penalty: 4876.721191
	Iteration 34Q: 3 clusters Score -2767564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2767589.500000 Penalty: 4876.721191
	Iteration 35Q: 3 clusters Score -2767590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2767617.750000 Penalty: 4876.721191
	Iteration 36Q: 3 clusters Score -2767618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2767636.250000 Penalty: 4876.721191
	Iteration 37Q: 3 clusters Score -2767636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2767670.000000 Penalty: 4876.721191
	Iteration 38Q: 3 clusters Score -2767670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2767700.250000 Penalty: 4876.721191
	Iteration 39Q: 3 clusters Score -2767700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2767726.250000 Penalty: 4876.721191
	Iteration 40F: 3 clusters Score -2767726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2767755.000000 Penalty: 4876.721191
	Iteration 41Q: 3 clusters Score -2767755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2767774.000000 Penalty: 4876.721191
	Iteration 42Q: 3 clusters Score -2767774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2767795.500000 Penalty: 4876.721191
	Iteration 43Q: 3 clusters Score -2767796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2767828.500000 Penalty: 4876.721191
	Iteration 44Q: 3 clusters Score -2767828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2767846.000000 Penalty: 4876.721191
	Iteration 45Q: 3 clusters Score -2767846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2767862.750000 Penalty: 4876.721191
	Iteration 46Q: 3 clusters Score -2767863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2767870.500000 Penalty: 4876.721191
	Iteration 47Q: 3 clusters Score -2767870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2767873.000000 Penalty: 4876.721191
	Iteration 48Q: 3 clusters Score -2767873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2767885.000000 Penalty: 4876.721191
	Iteration 49Q: 3 clusters Score -2767885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2767891.000000 Penalty: 4876.721191
	Iteration 50Q: 3 clusters Score -2767891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2767905.250000 Penalty: 4876.721191
	Iteration 51Q: 3 clusters Score -2767905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2767907.750000 Penalty: 4876.721191
	Iteration 52Q: 3 clusters Score -2767908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2767922.750000 Penalty: 4876.721191
	Iteration 53Q: 3 clusters Score -2767923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2767927.250000 Penalty: 4876.721191
	Iteration 54Q: 3 clusters Score -2767927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2767935.000000 Penalty: 4876.721191
	Iteration 55Q: 3 clusters Score -2767935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2767938.000000 Penalty: 4876.721191
	Iteration 56Q: 3 clusters Score -2767938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2767940.250000 Penalty: 4876.721191
	Iteration 57Q: 3 clusters Score -2767940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2767944.500000 Penalty: 4876.721191
	Iteration 58Q: 3 clusters Score -2767944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2767948.500000 Penalty: 4876.721191
	Iteration 59Q: 3 clusters Score -2767948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2767951.250000 Penalty: 4876.721191
	Iteration 60F: 3 clusters Score -2767951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2767953.000000 Penalty: 4876.721191
	Iteration 61Q: 3 clusters Score -2767953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2767950.500000 Penalty: 4876.721191
	Iteration 62Q: 3 clusters Score -2767950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2767955.250000 Penalty: 4876.721191
	Iteration 63Q: 3 clusters Score -2767955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2767954.750000 Penalty: 4876.721191
	Iteration 64Q: 3 clusters Score -2767955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2767959.000000 Penalty: 4876.721191
	Iteration 65Q: 3 clusters Score -2767959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2767960.750000 Penalty: 4876.721191
	Iteration 66Q: 3 clusters Score -2767961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2767965.500000 Penalty: 4876.721191
	Iteration 67Q: 3 clusters Score -2767966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2767962.250000 Penalty: 4876.721191
	Iteration 68Q: 3 clusters Score -2767962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2767965.750000 Penalty: 4876.721191
	Iteration 69Q: 3 clusters Score -2767966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2767971.500000 Penalty: 4876.721191
	Iteration 70Q: 3 clusters Score -2767972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2767968.000000 Penalty: 4876.721191
	Iteration 71Q: 3 clusters Score -2767968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2767965.750000 Penalty: 4876.721191
	Iteration 72Q: 3 clusters Score -2767966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2767974.000000 Penalty: 4876.721191
	Iteration 73Q: 3 clusters Score -2767974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2767973.750000 Penalty: 4876.721191
	Iteration 74Q: 3 clusters Score -2767974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2767976.500000 Penalty: 4876.721191
	Iteration 75Q: 3 clusters Score -2767976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2767980.000000 Penalty: 4876.721191
	Iteration 76Q: 3 clusters Score -2767980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2767986.750000 Penalty: 4876.721191
	Iteration 77Q: 3 clusters Score -2767987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2767990.250000 Penalty: 4876.721191
	Iteration 78Q: 3 clusters Score -2767990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2767983.500000 Penalty: 4876.721191
	Iteration 79Q: 3 clusters Score -2767984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2767985.250000 Penalty: 4876.721191
	Iteration 80F: 3 clusters Score -2767985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2767987.750000 Penalty: 4876.721191
	Iteration 81Q: 3 clusters Score -2767988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2767984.000000 Penalty: 4876.721191
	Iteration 82Q: 3 clusters Score -2767984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2767984.000000 Penalty: 4876.721191
	Iteration 83F: 3 clusters Score -2767984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Entering Unmasked Estep 
Score: -4360541.500000 Penalty: 2553.190674
	Iteration 0F: 2 clusters Score -4360542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4340350.000000 Penalty: 5106.381348
	Iteration 0F: 3 clusters Score -4340350 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4348412.000000 Penalty: 5106.381348
	Iteration 1F: 3 clusters Score -4348412 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4349949.000000 Penalty: 5106.381348
	Iteration 2F: 3 clusters Score -4349949 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4351849.500000 Penalty: 5106.381348
	Iteration 3F: 3 clusters Score -4351850 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4353624.500000 Penalty: 5106.381348
	Iteration 4F: 3 clusters Score -4353624 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4355183.000000 Penalty: 5106.381348
	Iteration 5F: 3 clusters Score -4355183 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4356206.500000 Penalty: 5106.381348
	Iteration 6F: 3 clusters Score -4356206 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4356877.000000 Penalty: 5106.381348
	Iteration 7Q: 3 clusters Score -4356877 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4357214.500000 Penalty: 5106.381348
	Iteration 8Q: 3 clusters Score -4357214 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4357395.000000 Penalty: 5106.381348
	Iteration 9Q: 3 clusters Score -4357395 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4357544.500000 Penalty: 5106.381348
	Iteration 10Q: 3 clusters Score -4357544 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4357643.000000 Penalty: 5106.381348
	Iteration 11Q: 3 clusters Score -4357643 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4357699.500000 Penalty: 5106.381348
	Iteration 12Q: 3 clusters Score -4357700 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4357772.000000 Penalty: 5106.381348
	Iteration 13Q: 3 clusters Score -4357772 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4357836.000000 Penalty: 5106.381348
	Iteration 14Q: 3 clusters Score -4357836 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4357860.000000 Penalty: 5106.381348
	Iteration 15Q: 3 clusters Score -4357860 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4357899.000000 Penalty: 5106.381348
	Iteration 16Q: 3 clusters Score -4357899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4357945.000000 Penalty: 5106.381348
	Iteration 17Q: 3 clusters Score -4357945 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4357971.500000 Penalty: 5106.381348
	Iteration 18Q: 3 clusters Score -4357972 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4358018.000000 Penalty: 5106.381348
	Iteration 19Q: 3 clusters Score -4358018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4358046.500000 Penalty: 5106.381348
	Iteration 20F: 3 clusters Score -4358046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4358071.000000 Penalty: 5106.381348
	Iteration 21Q: 3 clusters Score -4358071 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4358107.000000 Penalty: 5106.381348
	Iteration 22Q: 3 clusters Score -4358107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4358155.500000 Penalty: 5106.381348
	Iteration 23Q: 3 clusters Score -4358156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4358209.000000 Penalty: 5106.381348
	Iteration 24Q: 3 clusters Score -4358209 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4358225.500000 Penalty: 5106.381348
	Iteration 25Q: 3 clusters Score -4358226 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4358254.500000 Penalty: 5106.381348
	Iteration 26Q: 3 clusters Score -4358254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4358283.500000 Penalty: 5106.381348
	Iteration 27Q: 3 clusters Score -4358284 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4358293.500000 Penalty: 5106.381348
	Iteration 28Q: 3 clusters Score -4358294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4358318.500000 Penalty: 5106.381348
	Iteration 29Q: 3 clusters Score -4358318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4358346.000000 Penalty: 5106.381348
	Iteration 30Q: 3 clusters Score -4358346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4358370.500000 Penalty: 5106.381348
	Iteration 31Q: 3 clusters Score -4358370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4358389.500000 Penalty: 5106.381348
	Iteration 32Q: 3 clusters Score -4358390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4358413.000000 Penalty: 5106.381348
	Iteration 33Q: 3 clusters Score -4358413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4358455.000000 Penalty: 5106.381348
	Iteration 34Q: 3 clusters Score -4358455 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4358501.000000 Penalty: 5106.381348
	Iteration 35Q: 3 clusters Score -4358501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4358538.500000 Penalty: 5106.381348
	Iteration 36Q: 3 clusters Score -4358538 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4358564.000000 Penalty: 5106.381348
	Iteration 37Q: 3 clusters Score -4358564 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4358602.000000 Penalty: 5106.381348
	Iteration 38Q: 3 clusters Score -4358602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4358639.000000 Penalty: 5106.381348
	Iteration 39Q: 3 clusters Score -4358639 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4358665.000000 Penalty: 5106.381348
	Iteration 40F: 3 clusters Score -4358665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4358699.000000 Penalty: 5106.381348
	Iteration 41Q: 3 clusters Score -4358699 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4358741.000000 Penalty: 5106.381348
	Iteration 42Q: 3 clusters Score -4358741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4358768.000000 Penalty: 5106.381348
	Iteration 43Q: 3 clusters Score -4358768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4358796.000000 Penalty: 5106.381348
	Iteration 44Q: 3 clusters Score -4358796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4358841.000000 Penalty: 5106.381348
	Iteration 45Q: 3 clusters Score -4358841 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4358867.500000 Penalty: 5106.381348
	Iteration 46Q: 3 clusters Score -4358868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4358889.000000 Penalty: 5106.381348
	Iteration 47Q: 3 clusters Score -4358889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4358897.500000 Penalty: 5106.381348
	Iteration 48Q: 3 clusters Score -4358898 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4358916.500000 Penalty: 5106.381348
	Iteration 49Q: 3 clusters Score -4358916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4358958.500000 Penalty: 5106.381348
	Iteration 50Q: 3 clusters Score -4358958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4358980.500000 Penalty: 5106.381348
	Iteration 51Q: 3 clusters Score -4358980 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4359014.000000 Penalty: 5106.381348
	Iteration 52Q: 3 clusters Score -4359014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -4359039.500000 Penalty: 5106.381348
	Iteration 53Q: 3 clusters Score -4359040 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4359057.500000 Penalty: 5106.381348
	Iteration 54Q: 3 clusters Score -4359058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4359078.500000 Penalty: 5106.381348
	Iteration 55Q: 3 clusters Score -4359078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4359080.000000 Penalty: 5106.381348
	Iteration 56Q: 3 clusters Score -4359080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4359079.500000 Penalty: 5106.381348
	Iteration 57Q: 3 clusters Score -4359080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4359102.500000 Penalty: 5106.381348
	Iteration 58Q: 3 clusters Score -4359102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4359098.500000 Penalty: 5106.381348
	Iteration 59Q: 3 clusters Score -4359098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4359107.000000 Penalty: 5106.381348
	Iteration 60F: 3 clusters Score -4359107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4359121.000000 Penalty: 5106.381348
	Iteration 61Q: 3 clusters Score -4359121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4359134.000000 Penalty: 5106.381348
	Iteration 62Q: 3 clusters Score -4359134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4359132.500000 Penalty: 5106.381348
	Iteration 63Q: 3 clusters Score -4359132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4359144.500000 Penalty: 5106.381348
	Iteration 64Q: 3 clusters Score -4359144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4359147.500000 Penalty: 5106.381348
	Iteration 65Q: 3 clusters Score -4359148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4359162.500000 Penalty: 5106.381348
	Iteration 66Q: 3 clusters Score -4359162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4359177.000000 Penalty: 5106.381348
	Iteration 67Q: 3 clusters Score -4359177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -4359173.500000 Penalty: 5106.381348
	Iteration 68Q: 3 clusters Score -4359174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4359186.000000 Penalty: 5106.381348
	Iteration 69Q: 3 clusters Score -4359186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4359177.500000 Penalty: 5106.381348
	Iteration 70Q: 3 clusters Score -4359178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4359176.500000 Penalty: 5106.381348
	Iteration 71Q: 3 clusters Score -4359176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4359174.000000 Penalty: 5106.381348
	Iteration 72Q: 3 clusters Score -4359174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4359191.500000 Penalty: 5106.381348
	Iteration 73Q: 3 clusters Score -4359192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4359189.000000 Penalty: 5106.381348
	Iteration 74Q: 3 clusters Score -4359189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4359191.500000 Penalty: 5106.381348
	Iteration 75Q: 3 clusters Score -4359192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4359186.500000 Penalty: 5106.381348
	Iteration 76Q: 3 clusters Score -4359186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4359201.000000 Penalty: 5106.381348
	Iteration 77Q: 3 clusters Score -4359201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -4359204.500000 Penalty: 5106.381348
	Iteration 78Q: 3 clusters Score -4359204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4359212.500000 Penalty: 5106.381348
	Iteration 79Q: 3 clusters Score -4359212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4359215.500000 Penalty: 5106.381348
	Iteration 80F: 3 clusters Score -4359216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4359220.500000 Penalty: 5106.381348
	Iteration 81Q: 3 clusters Score -4359220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4359213.000000 Penalty: 5106.381348
	Iteration 82Q: 3 clusters Score -4359213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -4359220.000000 Penalty: 5106.381348
	Iteration 83Q: 3 clusters Score -4359220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4359226.500000 Penalty: 5106.381348
	Iteration 84Q: 3 clusters Score -4359226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4359227.000000 Penalty: 5106.381348
	Iteration 85Q: 3 clusters Score -4359227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4359234.500000 Penalty: 5106.381348
	Iteration 86Q: 3 clusters Score -4359234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4359228.000000 Penalty: 5106.381348
	Iteration 87Q: 3 clusters Score -4359228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4359231.000000 Penalty: 5106.381348
	Iteration 88Q: 3 clusters Score -4359231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4359227.000000 Penalty: 5106.381348
	Iteration 89Q: 3 clusters Score -4359227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4359233.500000 Penalty: 5106.381348
	Iteration 90Q: 3 clusters Score -4359234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4359239.000000 Penalty: 5106.381348
	Iteration 91Q: 3 clusters Score -4359239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4359250.500000 Penalty: 5106.381348
	Iteration 92Q: 3 clusters Score -4359250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4359246.500000 Penalty: 5106.381348
	Iteration 93Q: 3 clusters Score -4359246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4359252.000000 Penalty: 5106.381348
	Iteration 94Q: 3 clusters Score -4359252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4359250.000000 Penalty: 5106.381348
	Iteration 95Q: 3 clusters Score -4359250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4359251.500000 Penalty: 5106.381348
	Iteration 96Q: 3 clusters Score -4359252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4359252.500000 Penalty: 5106.381348
	Iteration 97Q: 3 clusters Score -4359252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4359250.000000 Penalty: 5106.381348
	Iteration 98Q: 3 clusters Score -4359250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4359250.500000 Penalty: 5106.381348
	Iteration 99Q: 3 clusters Score -4359250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4359249.500000 Penalty: 5106.381348
	Iteration 100F: 3 clusters Score -4359250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4359248.500000 Penalty: 5106.381348
	Iteration 101Q: 3 clusters Score -4359248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4359254.000000 Penalty: 5106.381348
	Iteration 102Q: 3 clusters Score -4359254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4359257.000000 Penalty: 5106.381348
	Iteration 103Q: 3 clusters Score -4359257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4359261.500000 Penalty: 5106.381348
	Iteration 104Q: 3 clusters Score -4359262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -4359264.000000 Penalty: 5106.381348
	Iteration 105Q: 3 clusters Score -4359264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4359263.500000 Penalty: 5106.381348
	Iteration 106Q: 3 clusters Score -4359264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4359262.500000 Penalty: 5106.381348
	Iteration 107Q: 3 clusters Score -4359262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4359273.500000 Penalty: 5106.381348
	Iteration 108Q: 3 clusters Score -4359274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4359278.500000 Penalty: 5106.381348
	Iteration 109Q: 3 clusters Score -4359278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4359273.000000 Penalty: 5106.381348
	Iteration 110Q: 3 clusters Score -4359273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4359271.000000 Penalty: 5106.381348
	Iteration 111Q: 3 clusters Score -4359271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4359272.500000 Penalty: 5106.381348
	Iteration 112Q: 3 clusters Score -4359272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4359270.500000 Penalty: 5106.381348
	Iteration 113Q: 3 clusters Score -4359270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4359272.000000 Penalty: 5106.381348
	Iteration 114Q: 3 clusters Score -4359272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4359260.500000 Penalty: 5106.381348
	Iteration 115Q: 3 clusters Score -4359260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4359269.500000 Penalty: 5106.381348
	Iteration 116Q: 3 clusters Score -4359270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4359268.500000 Penalty: 5106.381348
	Iteration 117Q: 3 clusters Score -4359268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4359280.000000 Penalty: 5106.381348
	Iteration 118Q: 3 clusters Score -4359280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4359288.000000 Penalty: 5106.381348
	Iteration 119Q: 3 clusters Score -4359288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4359296.000000 Penalty: 5106.381348
	Iteration 120F: 3 clusters Score -4359296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4359296.000000 Penalty: 5106.381348
	Iteration 121Q: 3 clusters Score -4359296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -4359295.000000 Penalty: 5106.381348
	Iteration 122Q: 3 clusters Score -4359295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4359302.500000 Penalty: 5106.381348
	Iteration 123Q: 3 clusters Score -4359302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4359298.000000 Penalty: 5106.381348
	Iteration 124Q: 3 clusters Score -4359298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4359300.000000 Penalty: 5106.381348
	Iteration 125Q: 3 clusters Score -4359300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4359304.500000 Penalty: 5106.381348
	Iteration 126Q: 3 clusters Score -4359304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4359305.000000 Penalty: 5106.381348
	Iteration 127Q: 3 clusters Score -4359305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4359302.500000 Penalty: 5106.381348
	Iteration 128Q: 3 clusters Score -4359302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4359303.500000 Penalty: 5106.381348
	Iteration 129Q: 3 clusters Score -4359304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4359298.000000 Penalty: 5106.381348
	Iteration 130Q: 3 clusters Score -4359298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4359298.000000 Penalty: 5106.381348
	Iteration 131Q: 3 clusters Score -4359298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4359294.500000 Penalty: 5106.381348
	Iteration 132Q: 3 clusters Score -4359294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4359300.000000 Penalty: 5106.381348
	Iteration 133Q: 3 clusters Score -4359300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4359300.500000 Penalty: 5106.381348
	Iteration 134Q: 3 clusters Score -4359300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4359309.000000 Penalty: 5106.381348
	Iteration 135Q: 3 clusters Score -4359309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4359307.500000 Penalty: 5106.381348
	Iteration 136Q: 3 clusters Score -4359308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4359306.000000 Penalty: 5106.381348
	Iteration 137Q: 3 clusters Score -4359306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4359305.500000 Penalty: 5106.381348
	Iteration 138Q: 3 clusters Score -4359306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4359303.000000 Penalty: 5106.381348
	Iteration 139Q: 3 clusters Score -4359303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4359310.500000 Penalty: 5106.381348
	Iteration 140F: 3 clusters Score -4359310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4359302.500000 Penalty: 5106.381348
	Iteration 141Q: 3 clusters Score -4359302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4359307.000000 Penalty: 5106.381348
	Iteration 142Q: 3 clusters Score -4359307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4359314.000000 Penalty: 5106.381348
	Iteration 143Q: 3 clusters Score -4359314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4359323.500000 Penalty: 5106.381348
	Iteration 144Q: 3 clusters Score -4359324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4359325.500000 Penalty: 5106.381348
	Iteration 145Q: 3 clusters Score -4359326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4359324.500000 Penalty: 5106.381348
	Iteration 146Q: 3 clusters Score -4359324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4359331.500000 Penalty: 5106.381348
	Iteration 147Q: 3 clusters Score -4359332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4359326.500000 Penalty: 5106.381348
	Iteration 148Q: 3 clusters Score -4359326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4359328.000000 Penalty: 5106.381348
	Iteration 149Q: 3 clusters Score -4359328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4359333.000000 Penalty: 5106.381348
	Iteration 150Q: 3 clusters Score -4359333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4359332.000000 Penalty: 5106.381348
	Iteration 151Q: 3 clusters Score -4359332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4359335.000000 Penalty: 5106.381348
	Iteration 152Q: 3 clusters Score -4359335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4359336.500000 Penalty: 5106.381348
	Iteration 153Q: 3 clusters Score -4359336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4359339.000000 Penalty: 5106.381348
	Iteration 154Q: 3 clusters Score -4359339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4359344.500000 Penalty: 5106.381348
	Iteration 155Q: 3 clusters Score -4359344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4359338.500000 Penalty: 5106.381348
	Iteration 156Q: 3 clusters Score -4359338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4359331.500000 Penalty: 5106.381348
	Iteration 157Q: 3 clusters Score -4359332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4359329.000000 Penalty: 5106.381348
	Iteration 158Q: 3 clusters Score -4359329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4359331.500000 Penalty: 5106.381348
	Iteration 159Q: 3 clusters Score -4359332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4359331.500000 Penalty: 5106.381348
	Iteration 160F: 3 clusters Score -4359332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4359335.000000 Penalty: 5106.381348
	Iteration 161Q: 3 clusters Score -4359335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4359332.000000 Penalty: 5106.381348
	Iteration 162Q: 3 clusters Score -4359332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4359332.500000 Penalty: 5106.381348
	Iteration 163Q: 3 clusters Score -4359332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4359332.500000 Penalty: 5106.381348
	Iteration 164F: 3 clusters Score -4359332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -347377.750000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -347377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -344559.531250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -344559.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -345078.906250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -345078.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -345221.562500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -345221.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -345301.656250 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -345301.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -345351.500000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -345351.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -345379.656250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -345379.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -345403.562500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -345403.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -345426.593750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -345426.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -345439.125000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -345439.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -345449.750000 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -345449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -345458.031250 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -345458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -345464.531250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -345464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -345467.968750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -345468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -345473.562500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -345473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -345476.031250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -345476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -345478.468750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -345478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345479.437500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -345479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -345484.437500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -345484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -345489.781250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -345489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345495.375000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -345495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345498.500000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -345498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -345499.937500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -345499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345502.281250 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -345502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -345505.093750 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -345505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -345508.125000 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -345508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -345510.781250 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -345510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -345513.281250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -345513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -345516.343750 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -345516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -345517.562500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -345517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -345518.812500 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -345518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -345520.781250 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -345520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -345521.125000 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -345521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -345521.125000 Penalty: 3838.722168
	Iteration 32F: 3 clusters Score -345521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -1116162.000000 Penalty: 2209.557373
	Iteration 0F: 2 clusters Score -1116162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1110154.125000 Penalty: 4419.114746
	Iteration 0F: 3 clusters Score -1110154 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1111801.000000 Penalty: 4419.114746
	Iteration 1F: 3 clusters Score -1111801 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1112115.250000 Penalty: 4419.114746
	Iteration 2F: 3 clusters Score -1112115 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1112373.625000 Penalty: 4419.114746
	Iteration 3F: 3 clusters Score -1112374 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1112577.250000 Penalty: 4419.114746
	Iteration 4F: 3 clusters Score -1112577 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1112811.875000 Penalty: 4419.114746
	Iteration 5Q: 3 clusters Score -1112812 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1113052.125000 Penalty: 4419.114746
	Iteration 6Q: 3 clusters Score -1113052 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1113265.500000 Penalty: 4419.114746
	Iteration 7Q: 3 clusters Score -1113266 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1113448.250000 Penalty: 4419.114746
	Iteration 8Q: 3 clusters Score -1113448 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1113587.875000 Penalty: 4419.114746
	Iteration 9Q: 3 clusters Score -1113588 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1113690.375000 Penalty: 4419.114746
	Iteration 10Q: 3 clusters Score -1113690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1113802.250000 Penalty: 4419.114746
	Iteration 11Q: 3 clusters Score -1113802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1113883.250000 Penalty: 4419.114746
	Iteration 12Q: 3 clusters Score -1113883 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1113945.500000 Penalty: 4419.114746
	Iteration 13Q: 3 clusters Score -1113946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1113997.000000 Penalty: 4419.114746
	Iteration 14Q: 3 clusters Score -1113997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1114039.000000 Penalty: 4419.114746
	Iteration 15Q: 3 clusters Score -1114039 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1114073.500000 Penalty: 4419.114746
	Iteration 16Q: 3 clusters Score -1114074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1114109.750000 Penalty: 4419.114746
	Iteration 17Q: 3 clusters Score -1114110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1114134.625000 Penalty: 4419.114746
	Iteration 18Q: 3 clusters Score -1114135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1114162.125000 Penalty: 4419.114746
	Iteration 19Q: 3 clusters Score -1114162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1114212.000000 Penalty: 4419.114746
	Iteration 20F: 3 clusters Score -1114212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1114272.125000 Penalty: 4419.114746
	Iteration 21Q: 3 clusters Score -1114272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1114337.750000 Penalty: 4419.114746
	Iteration 22Q: 3 clusters Score -1114338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1114420.250000 Penalty: 4419.114746
	Iteration 23Q: 3 clusters Score -1114420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1114508.875000 Penalty: 4419.114746
	Iteration 24Q: 3 clusters Score -1114509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1114568.625000 Penalty: 4419.114746
	Iteration 25Q: 3 clusters Score -1114569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1114621.750000 Penalty: 4419.114746
	Iteration 26Q: 3 clusters Score -1114622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1114655.625000 Penalty: 4419.114746
	Iteration 27Q: 3 clusters Score -1114656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1114678.625000 Penalty: 4419.114746
	Iteration 28Q: 3 clusters Score -1114679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1114698.000000 Penalty: 4419.114746
	Iteration 29Q: 3 clusters Score -1114698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1114715.375000 Penalty: 4419.114746
	Iteration 30Q: 3 clusters Score -1114715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1114734.250000 Penalty: 4419.114746
	Iteration 31Q: 3 clusters Score -1114734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1114755.375000 Penalty: 4419.114746
	Iteration 32Q: 3 clusters Score -1114755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1114765.625000 Penalty: 4419.114746
	Iteration 33Q: 3 clusters Score -1114766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1114770.625000 Penalty: 4419.114746
	Iteration 34Q: 3 clusters Score -1114771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1114779.875000 Penalty: 4419.114746
	Iteration 35Q: 3 clusters Score -1114780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1114788.125000 Penalty: 4419.114746
	Iteration 36Q: 3 clusters Score -1114788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1114793.125000 Penalty: 4419.114746
	Iteration 37Q: 3 clusters Score -1114793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1114794.750000 Penalty: 4419.114746
	Iteration 38Q: 3 clusters Score -1114795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1114796.875000 Penalty: 4419.114746
	Iteration 39Q: 3 clusters Score -1114797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1114797.125000 Penalty: 4419.114746
	Iteration 40F: 3 clusters Score -1114797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (87024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Entering Unmasked Estep 
Score: -13703994.000000 Penalty: 2820.737061
	Iteration 0F: 2 clusters Score -1.370399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -13649582.000000 Penalty: 5641.474121
	Iteration 0F: 3 clusters Score -1.364958e+07 nChanged 41110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -13673008.000000 Penalty: 5641.474121
	Iteration 1F: 3 clusters Score -1.367301e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -13673815.000000 Penalty: 5641.474121
	Iteration 2Q: 3 clusters Score -1.367382e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -13674803.000000 Penalty: 5641.474121
	Iteration 3Q: 3 clusters Score -1.36748e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -13676288.000000 Penalty: 5641.474121
	Iteration 4Q: 3 clusters Score -1.367629e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -13678611.000000 Penalty: 5641.474121
	Iteration 5F: 3 clusters Score -1.367861e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -13682222.000000 Penalty: 5641.474121
	Iteration 6F: 3 clusters Score -1.368222e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -13687046.000000 Penalty: 5641.474121
	Iteration 7F: 3 clusters Score -1.368705e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -13692387.000000 Penalty: 5641.474121
	Iteration 8F: 3 clusters Score -1.369239e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -13696473.000000 Penalty: 5641.474121
	Iteration 9F: 3 clusters Score -1.369647e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -13699088.000000 Penalty: 5641.474121
	Iteration 10Q: 3 clusters Score -1.369909e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -13700357.000000 Penalty: 5641.474121
	Iteration 11Q: 3 clusters Score -1.370036e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -13701006.000000 Penalty: 5641.474121
	Iteration 12Q: 3 clusters Score -1.370101e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -13701277.000000 Penalty: 5641.474121
	Iteration 13Q: 3 clusters Score -1.370128e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -13701484.000000 Penalty: 5641.474121
	Iteration 14Q: 3 clusters Score -1.370148e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -13701582.000000 Penalty: 5641.474121
	Iteration 15Q: 3 clusters Score -1.370158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -13701621.000000 Penalty: 5641.474121
	Iteration 16Q: 3 clusters Score -1.370162e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -13701666.000000 Penalty: 5641.474121
	Iteration 17Q: 3 clusters Score -1.370167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -13701683.000000 Penalty: 5641.474121
	Iteration 18Q: 3 clusters Score -1.370168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -13701691.000000 Penalty: 5641.474121
	Iteration 19Q: 3 clusters Score -1.370169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -13701712.000000 Penalty: 5641.474121
	Iteration 20F: 3 clusters Score -1.370171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -13701733.000000 Penalty: 5641.474121
	Iteration 21Q: 3 clusters Score -1.370173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -13701738.000000 Penalty: 5641.474121
	Iteration 22Q: 3 clusters Score -1.370174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -13701757.000000 Penalty: 5641.474121
	Iteration 23Q: 3 clusters Score -1.370176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -13701757.000000 Penalty: 5641.474121
	Iteration 24Q: 3 clusters Score -1.370176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -13701763.000000 Penalty: 5641.474121
	Iteration 25Q: 3 clusters Score -1.370176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -13701778.000000 Penalty: 5641.474121
	Iteration 26Q: 3 clusters Score -1.370178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -13701775.000000 Penalty: 5641.474121
	Iteration 27Q: 3 clusters Score -1.370178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -13701777.000000 Penalty: 5641.474121
	Iteration 28Q: 3 clusters Score -1.370178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -13701781.000000 Penalty: 5641.474121
	Iteration 29Q: 3 clusters Score -1.370178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -13701786.000000 Penalty: 5641.474121
	Iteration 30Q: 3 clusters Score -1.370179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -13701787.000000 Penalty: 5641.474121
	Iteration 31Q: 3 clusters Score -1.370179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -13701792.000000 Penalty: 5641.474121
	Iteration 32Q: 3 clusters Score -1.370179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -13701793.000000 Penalty: 5641.474121
	Iteration 33Q: 3 clusters Score -1.370179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -13701793.000000 Penalty: 5641.474121
	Iteration 34F: 3 clusters Score -1.370179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55639 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 6 contains 76277 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 62700 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 38282 members 
Mstep: Class 19 contains 108877 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 55624 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64746 members 
Mstep: Class 25 contains 28531 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 9156 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 5022 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 29588 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7402 members 
Mstep: Class 36 contains 87024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120358880.000000 Penalty: 128043.312500
Iteration 79Q: 39 clusters Score -1.203589e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 55677 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 76260 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 12723 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 21484 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 62551 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 38927 members 
Mstep: Class 19 contains 108862 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 55491 members 
Mstep: Class 22 contains 15951 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64760 members 
Mstep: Class 25 contains 28384 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 1244 members 
Mstep: Class 29 contains 6664 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 5429 members 
Mstep: Class 32 contains 18531 members 
Mstep: Class 33 contains 29656 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 7420 members 
Mstep: Class 36 contains 86816 members 
Mstep: Class 37 contains 15534 members 
Mstep: Class 38 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120360360.000000 Penalty: 128043.312500
Iteration 80F: 39 clusters Score -1.203604e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 55528 members 
Mstep: Class 5 contains 1085 members 
Mstep: Class 6 contains 76186 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17410 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 21445 members 
Mstep: Class 15 contains 14926 members 
Mstep: Class 16 contains 62461 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 39230 members 
Mstep: Class 19 contains 108840 members 
Mstep: Class 20 contains 7167 members 
Mstep: Class 21 contains 55371 members 
Mstep: Class 22 contains 15916 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 64707 members 
Mstep: Class 25 contains 28274 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 1242 members 
Mstep: Class 29 contains 6661 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 5710 members 
Mstep: Class 32 contains 18465 members 
Mstep: Class 33 contains 29592 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 7425 members 
Mstep: Class 36 contains 86692 members 
Mstep: Class 37 contains 15534 members 
Mstep: Class 38 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120362264.000000 Penalty: 128043.312500
Iteration 81Q: 39 clusters Score -1.203623e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 55432 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 76141 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17345 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 21411 members 
Mstep: Class 15 contains 14872 members 
Mstep: Class 16 contains 62423 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 39449 members 
Mstep: Class 19 contains 108804 members 
Mstep: Class 20 contains 7160 members 
Mstep: Class 21 contains 55274 members 
Mstep: Class 22 contains 15885 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64640 members 
Mstep: Class 25 contains 28180 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9146 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 6662 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 5922 members 
Mstep: Class 32 contains 18382 members 
Mstep: Class 33 contains 29530 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 7439 members 
Mstep: Class 36 contains 86606 members 
Mstep: Class 37 contains 15544 members 
Mstep: Class 38 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363096.000000 Penalty: 128043.312500
Iteration 82Q: 39 clusters Score -1.203631e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 55371 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 76098 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17292 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12625 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15122 members 
Mstep: Class 14 contains 21382 members 
Mstep: Class 15 contains 14822 members 
Mstep: Class 16 contains 62397 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 39651 members 
Mstep: Class 19 contains 108754 members 
Mstep: Class 20 contains 7153 members 
Mstep: Class 21 contains 55197 members 
Mstep: Class 22 contains 15855 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64572 members 
Mstep: Class 25 contains 28118 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9151 members 
Mstep: Class 28 contains 1248 members 
Mstep: Class 29 contains 6659 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6089 members 
Mstep: Class 32 contains 18307 members 
Mstep: Class 33 contains 29453 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 86557 members 
Mstep: Class 37 contains 15562 members 
Mstep: Class 38 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363184.000000 Penalty: 128043.312500
Iteration 83Q: 39 clusters Score -1.203632e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55325 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 76043 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17230 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15140 members 
Mstep: Class 14 contains 21373 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 62387 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 39797 members 
Mstep: Class 19 contains 108714 members 
Mstep: Class 20 contains 7154 members 
Mstep: Class 21 contains 55142 members 
Mstep: Class 22 contains 15826 members 
Mstep: Class 23 contains 391 members 
Mstep: Class 24 contains 64532 members 
Mstep: Class 25 contains 28059 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 6656 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6220 members 
Mstep: Class 32 contains 18219 members 
Mstep: Class 33 contains 29381 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7493 members 
Mstep: Class 36 contains 86519 members 
Mstep: Class 37 contains 15590 members 
Mstep: Class 38 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363280.000000 Penalty: 128043.312500
Iteration 84Q: 39 clusters Score -1.203633e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55295 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 76010 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17189 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15161 members 
Mstep: Class 14 contains 21371 members 
Mstep: Class 15 contains 14772 members 
Mstep: Class 16 contains 62372 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 39901 members 
Mstep: Class 19 contains 108681 members 
Mstep: Class 20 contains 7148 members 
Mstep: Class 21 contains 55096 members 
Mstep: Class 22 contains 15775 members 
Mstep: Class 23 contains 391 members 
Mstep: Class 24 contains 64509 members 
Mstep: Class 25 contains 28013 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 6662 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6327 members 
Mstep: Class 32 contains 18141 members 
Mstep: Class 33 contains 29313 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 86501 members 
Mstep: Class 37 contains 15610 members 
Mstep: Class 38 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363840.000000 Penalty: 128043.312500
Iteration 85Q: 39 clusters Score -1.203638e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55270 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 76002 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17154 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12625 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15179 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 14762 members 
Mstep: Class 16 contains 62354 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 40010 members 
Mstep: Class 19 contains 108643 members 
Mstep: Class 20 contains 7145 members 
Mstep: Class 21 contains 55055 members 
Mstep: Class 22 contains 15756 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64468 members 
Mstep: Class 25 contains 27966 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9179 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 6663 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6424 members 
Mstep: Class 32 contains 18060 members 
Mstep: Class 33 contains 29224 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7559 members 
Mstep: Class 36 contains 86501 members 
Mstep: Class 37 contains 15626 members 
Mstep: Class 38 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363736.000000 Penalty: 128043.312500
Iteration 86Q: 39 clusters Score -1.203637e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55249 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 76002 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17131 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15193 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 62341 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 40121 members 
Mstep: Class 19 contains 108607 members 
Mstep: Class 20 contains 7129 members 
Mstep: Class 21 contains 55025 members 
Mstep: Class 22 contains 15729 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64445 members 
Mstep: Class 25 contains 27917 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 9198 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 6663 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 17981 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 7580 members 
Mstep: Class 36 contains 86493 members 
Mstep: Class 37 contains 15639 members 
Mstep: Class 38 contains 4352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363936.000000 Penalty: 128043.312500
Iteration 87Q: 39 clusters Score -1.203639e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55223 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 75996 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17108 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15203 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 16 contains 62315 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 40206 members 
Mstep: Class 19 contains 108579 members 
Mstep: Class 20 contains 7117 members 
Mstep: Class 21 contains 55003 members 
Mstep: Class 22 contains 15698 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64434 members 
Mstep: Class 25 contains 27896 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9211 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 6662 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 17916 members 
Mstep: Class 33 contains 29080 members 
Mstep: Class 34 contains 2300 members 
Mstep: Class 35 contains 7609 members 
Mstep: Class 36 contains 86480 members 
Mstep: Class 37 contains 15647 members 
Mstep: Class 38 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363936.000000 Penalty: 128043.312500
Iteration 88Q: 39 clusters Score -1.203639e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55205 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 75991 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17071 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15213 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 62298 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40263 members 
Mstep: Class 19 contains 108561 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 54974 members 
Mstep: Class 22 contains 15668 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64424 members 
Mstep: Class 25 contains 27872 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9227 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 6659 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6630 members 
Mstep: Class 32 contains 17883 members 
Mstep: Class 33 contains 29055 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7627 members 
Mstep: Class 36 contains 86480 members 
Mstep: Class 37 contains 15649 members 
Mstep: Class 38 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364024.000000 Penalty: 128043.312500
Iteration 89Q: 39 clusters Score -1.20364e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55182 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 75989 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15222 members 
Mstep: Class 14 contains 21364 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 62294 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40315 members 
Mstep: Class 19 contains 108542 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 54962 members 
Mstep: Class 22 contains 15635 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64406 members 
Mstep: Class 25 contains 27853 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9244 members 
Mstep: Class 28 contains 1260 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6664 members 
Mstep: Class 32 contains 17858 members 
Mstep: Class 33 contains 29023 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 7650 members 
Mstep: Class 36 contains 86469 members 
Mstep: Class 37 contains 15657 members 
Mstep: Class 38 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364112.000000 Penalty: 128043.312500
Iteration 90Q: 39 clusters Score -1.203641e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 55165 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 75983 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16996 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 21366 members 
Mstep: Class 15 contains 14712 members 
Mstep: Class 16 contains 62273 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40376 members 
Mstep: Class 19 contains 108517 members 
Mstep: Class 20 contains 7095 members 
Mstep: Class 21 contains 54953 members 
Mstep: Class 22 contains 15589 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64396 members 
Mstep: Class 25 contains 27832 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9262 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 6651 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6691 members 
Mstep: Class 32 contains 17824 members 
Mstep: Class 33 contains 28982 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 7675 members 
Mstep: Class 36 contains 86468 members 
Mstep: Class 37 contains 15661 members 
Mstep: Class 38 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364136.000000 Penalty: 128043.312500
Iteration 91Q: 39 clusters Score -1.203641e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55139 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 75997 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16972 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 21361 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 16 contains 62255 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40429 members 
Mstep: Class 19 contains 108505 members 
Mstep: Class 20 contains 7097 members 
Mstep: Class 21 contains 54946 members 
Mstep: Class 22 contains 15563 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27820 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9269 members 
Mstep: Class 28 contains 1263 members 
Mstep: Class 29 contains 6645 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 17791 members 
Mstep: Class 33 contains 28927 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7690 members 
Mstep: Class 36 contains 86462 members 
Mstep: Class 37 contains 15655 members 
Mstep: Class 38 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364040.000000 Penalty: 128043.312500
Iteration 92Q: 39 clusters Score -1.20364e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55117 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 76001 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16948 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 21357 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 62239 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 108489 members 
Mstep: Class 20 contains 7099 members 
Mstep: Class 21 contains 54938 members 
Mstep: Class 22 contains 15541 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64389 members 
Mstep: Class 25 contains 27808 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9283 members 
Mstep: Class 28 contains 1264 members 
Mstep: Class 29 contains 6643 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6747 members 
Mstep: Class 32 contains 17759 members 
Mstep: Class 33 contains 28883 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7709 members 
Mstep: Class 36 contains 86456 members 
Mstep: Class 37 contains 15652 members 
Mstep: Class 38 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363808.000000 Penalty: 128043.312500
Iteration 93Q: 39 clusters Score -1.203638e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55102 members 
Mstep: Class 5 contains 1101 members 
Mstep: Class 6 contains 76006 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12661 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 21354 members 
Mstep: Class 15 contains 14603 members 
Mstep: Class 16 contains 62225 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40509 members 
Mstep: Class 19 contains 108479 members 
Mstep: Class 20 contains 7091 members 
Mstep: Class 21 contains 54930 members 
Mstep: Class 22 contains 15513 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64380 members 
Mstep: Class 25 contains 27800 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9294 members 
Mstep: Class 28 contains 1264 members 
Mstep: Class 29 contains 6640 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6770 members 
Mstep: Class 32 contains 17720 members 
Mstep: Class 33 contains 28841 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7731 members 
Mstep: Class 36 contains 86458 members 
Mstep: Class 37 contains 15654 members 
Mstep: Class 38 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363928.000000 Penalty: 128043.312500
Iteration 94Q: 39 clusters Score -1.203639e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55086 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76018 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12666 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15273 members 
Mstep: Class 14 contains 21346 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 62219 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40539 members 
Mstep: Class 19 contains 108456 members 
Mstep: Class 20 contains 7090 members 
Mstep: Class 21 contains 54934 members 
Mstep: Class 22 contains 15485 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64379 members 
Mstep: Class 25 contains 27790 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9306 members 
Mstep: Class 28 contains 1264 members 
Mstep: Class 29 contains 6635 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6785 members 
Mstep: Class 32 contains 17685 members 
Mstep: Class 33 contains 28811 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7751 members 
Mstep: Class 36 contains 86459 members 
Mstep: Class 37 contains 15654 members 
Mstep: Class 38 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363816.000000 Penalty: 128043.312500
Iteration 95Q: 39 clusters Score -1.203638e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55065 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76031 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12675 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 14 contains 21344 members 
Mstep: Class 15 contains 14567 members 
Mstep: Class 16 contains 62217 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40564 members 
Mstep: Class 19 contains 108442 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 54928 members 
Mstep: Class 22 contains 15465 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64380 members 
Mstep: Class 25 contains 27779 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9313 members 
Mstep: Class 28 contains 1266 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6796 members 
Mstep: Class 32 contains 17665 members 
Mstep: Class 33 contains 28790 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7773 members 
Mstep: Class 36 contains 86455 members 
Mstep: Class 37 contains 15657 members 
Mstep: Class 38 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363848.000000 Penalty: 128043.312500
Iteration 96Q: 39 clusters Score -1.203638e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55051 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76039 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 12680 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15291 members 
Mstep: Class 14 contains 21340 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 62213 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40579 members 
Mstep: Class 19 contains 108421 members 
Mstep: Class 20 contains 7085 members 
Mstep: Class 21 contains 54927 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64386 members 
Mstep: Class 25 contains 27770 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 1269 members 
Mstep: Class 29 contains 6627 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6803 members 
Mstep: Class 32 contains 17645 members 
Mstep: Class 33 contains 28770 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7793 members 
Mstep: Class 36 contains 86451 members 
Mstep: Class 37 contains 15659 members 
Mstep: Class 38 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363768.000000 Penalty: 128043.312500
Iteration 97Q: 39 clusters Score -1.203638e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76047 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 21340 members 
Mstep: Class 15 contains 14538 members 
Mstep: Class 16 contains 62210 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40599 members 
Mstep: Class 19 contains 108409 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 54931 members 
Mstep: Class 22 contains 15419 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64388 members 
Mstep: Class 25 contains 27755 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 1270 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6808 members 
Mstep: Class 32 contains 17630 members 
Mstep: Class 33 contains 28747 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7806 members 
Mstep: Class 36 contains 86449 members 
Mstep: Class 37 contains 15663 members 
Mstep: Class 38 contains 5466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363832.000000 Penalty: 128043.312500
Iteration 98Q: 39 clusters Score -1.203638e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55029 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76062 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15295 members 
Mstep: Class 14 contains 21343 members 
Mstep: Class 15 contains 14513 members 
Mstep: Class 16 contains 62205 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40619 members 
Mstep: Class 19 contains 108395 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 54935 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64387 members 
Mstep: Class 25 contains 27747 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9354 members 
Mstep: Class 28 contains 1271 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6817 members 
Mstep: Class 32 contains 17614 members 
Mstep: Class 33 contains 28726 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7814 members 
Mstep: Class 36 contains 86443 members 
Mstep: Class 37 contains 15662 members 
Mstep: Class 38 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120363864.000000 Penalty: 128043.312500
Iteration 99Q: 39 clusters Score -1.203639e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 55019 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 76077 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15294 members 
Mstep: Class 14 contains 21339 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 62202 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40639 members 
Mstep: Class 19 contains 108382 members 
Mstep: Class 20 contains 7069 members 
Mstep: Class 21 contains 54933 members 
Mstep: Class 22 contains 15388 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 64384 members 
Mstep: Class 25 contains 27742 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9362 members 
Mstep: Class 28 contains 1273 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6820 members 
Mstep: Class 32 contains 17599 members 
Mstep: Class 33 contains 28697 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7822 members 
Mstep: Class 36 contains 86446 members 
Mstep: Class 37 contains 15662 members 
Mstep: Class 38 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364008.000000 Penalty: 128043.312500
Iteration 100F: 39 clusters Score -1.20364e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 233 members 
Mstep: Class 4 contains 55011 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 6 contains 76085 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16917 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15298 members 
Mstep: Class 14 contains 21339 members 
Mstep: Class 15 contains 14490 members 
Mstep: Class 16 contains 62200 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40654 members 
Mstep: Class 19 contains 108377 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 54927 members 
Mstep: Class 22 contains 15375 members 
Mstep: Class 23 contains 389 members 
Mstep: Class 24 contains 64376 members 
Mstep: Class 25 contains 27738 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9367 members 
Mstep: Class 28 contains 1274 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6825 members 
Mstep: Class 32 contains 17588 members 
Mstep: Class 33 contains 28666 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7833 members 
Mstep: Class 36 contains 86445 members 
Mstep: Class 37 contains 15660 members 
Mstep: Class 38 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364264.000000 Penalty: 128043.312500
Iteration 101Q: 39 clusters Score -1.203643e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 55000 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 76098 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21341 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 62201 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 40672 members 
Mstep: Class 19 contains 108371 members 
Mstep: Class 20 contains 7062 members 
Mstep: Class 21 contains 54925 members 
Mstep: Class 22 contains 15356 members 
Mstep: Class 23 contains 391 members 
Mstep: Class 24 contains 64370 members 
Mstep: Class 25 contains 27733 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 1276 members 
Mstep: Class 29 contains 6625 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6832 members 
Mstep: Class 32 contains 17570 members 
Mstep: Class 33 contains 28640 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7843 members 
Mstep: Class 36 contains 86446 members 
Mstep: Class 37 contains 15659 members 
Mstep: Class 38 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364464.000000 Penalty: 128043.312500
Iteration 102Q: 39 clusters Score -1.203645e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 54986 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76102 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16897 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15301 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 14456 members 
Mstep: Class 16 contains 62198 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 40687 members 
Mstep: Class 19 contains 108365 members 
Mstep: Class 20 contains 7056 members 
Mstep: Class 21 contains 54925 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 392 members 
Mstep: Class 24 contains 64367 members 
Mstep: Class 25 contains 27730 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9382 members 
Mstep: Class 28 contains 1276 members 
Mstep: Class 29 contains 6622 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6838 members 
Mstep: Class 32 contains 17554 members 
Mstep: Class 33 contains 28610 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 7854 members 
Mstep: Class 36 contains 86452 members 
Mstep: Class 37 contains 15657 members 
Mstep: Class 38 contains 5776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364416.000000 Penalty: 128043.312500
Iteration 103Q: 39 clusters Score -1.203644e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 54977 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76106 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16892 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 12678 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21344 members 
Mstep: Class 15 contains 14432 members 
Mstep: Class 16 contains 62194 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40705 members 
Mstep: Class 19 contains 108356 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 54921 members 
Mstep: Class 22 contains 15326 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 64372 members 
Mstep: Class 25 contains 27727 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9390 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 6621 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6847 members 
Mstep: Class 32 contains 17528 members 
Mstep: Class 33 contains 28583 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7865 members 
Mstep: Class 36 contains 86459 members 
Mstep: Class 37 contains 15656 members 
Mstep: Class 38 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364360.000000 Penalty: 128043.312500
Iteration 104Q: 39 clusters Score -1.203644e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54961 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76128 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15299 members 
Mstep: Class 14 contains 21344 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 62197 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 40722 members 
Mstep: Class 19 contains 108344 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 54915 members 
Mstep: Class 22 contains 15322 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 64373 members 
Mstep: Class 25 contains 27714 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9402 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 6620 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6852 members 
Mstep: Class 32 contains 17515 members 
Mstep: Class 33 contains 28550 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 7881 members 
Mstep: Class 36 contains 86465 members 
Mstep: Class 37 contains 15654 members 
Mstep: Class 38 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364328.000000 Penalty: 128043.312500
Iteration 105Q: 39 clusters Score -1.203643e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 54946 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76131 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15298 members 
Mstep: Class 14 contains 21343 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 62199 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 40747 members 
Mstep: Class 19 contains 108329 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 54912 members 
Mstep: Class 22 contains 15313 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64363 members 
Mstep: Class 25 contains 27705 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 6617 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6856 members 
Mstep: Class 32 contains 17493 members 
Mstep: Class 33 contains 28516 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 7898 members 
Mstep: Class 36 contains 86467 members 
Mstep: Class 37 contains 15655 members 
Mstep: Class 38 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364304.000000 Penalty: 128043.312500
Iteration 106Q: 39 clusters Score -1.203643e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54934 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76142 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16860 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 21345 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 62196 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 40772 members 
Mstep: Class 19 contains 108328 members 
Mstep: Class 20 contains 7038 members 
Mstep: Class 21 contains 54906 members 
Mstep: Class 22 contains 15311 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64363 members 
Mstep: Class 25 contains 27700 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 6614 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6862 members 
Mstep: Class 32 contains 17473 members 
Mstep: Class 33 contains 28490 members 
Mstep: Class 34 contains 2300 members 
Mstep: Class 35 contains 7912 members 
Mstep: Class 36 contains 86465 members 
Mstep: Class 37 contains 15651 members 
Mstep: Class 38 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364288.000000 Penalty: 128043.312500
Iteration 107Q: 39 clusters Score -1.203643e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54920 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76149 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16859 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 21344 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 62192 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 108323 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 54904 members 
Mstep: Class 22 contains 15299 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64370 members 
Mstep: Class 25 contains 27696 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9411 members 
Mstep: Class 28 contains 1278 members 
Mstep: Class 29 contains 6612 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6868 members 
Mstep: Class 32 contains 17455 members 
Mstep: Class 33 contains 28467 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 7923 members 
Mstep: Class 36 contains 86465 members 
Mstep: Class 37 contains 15648 members 
Mstep: Class 38 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364424.000000 Penalty: 128043.312500
Iteration 108Q: 39 clusters Score -1.203644e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54917 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76157 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16863 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 21344 members 
Mstep: Class 15 contains 14327 members 
Mstep: Class 16 contains 62188 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 40817 members 
Mstep: Class 19 contains 108311 members 
Mstep: Class 20 contains 7039 members 
Mstep: Class 21 contains 54904 members 
Mstep: Class 22 contains 15291 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64370 members 
Mstep: Class 25 contains 27694 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9409 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 6609 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6875 members 
Mstep: Class 32 contains 17433 members 
Mstep: Class 33 contains 28442 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7932 members 
Mstep: Class 36 contains 86461 members 
Mstep: Class 37 contains 15640 members 
Mstep: Class 38 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364336.000000 Penalty: 128043.312500
Iteration 109Q: 39 clusters Score -1.203643e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54913 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76159 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15301 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 14318 members 
Mstep: Class 16 contains 62185 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40848 members 
Mstep: Class 19 contains 108302 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 54907 members 
Mstep: Class 22 contains 15283 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64381 members 
Mstep: Class 25 contains 27686 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9421 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 6605 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6881 members 
Mstep: Class 32 contains 17409 members 
Mstep: Class 33 contains 28419 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7940 members 
Mstep: Class 36 contains 86454 members 
Mstep: Class 37 contains 15633 members 
Mstep: Class 38 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364400.000000 Penalty: 128043.312500
Iteration 110Q: 39 clusters Score -1.203644e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54904 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76171 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16844 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15308 members 
Mstep: Class 14 contains 21341 members 
Mstep: Class 15 contains 14316 members 
Mstep: Class 16 contains 62180 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40871 members 
Mstep: Class 19 contains 108299 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 54906 members 
Mstep: Class 22 contains 15278 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64380 members 
Mstep: Class 25 contains 27682 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9429 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 6599 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6885 members 
Mstep: Class 32 contains 17373 members 
Mstep: Class 33 contains 28395 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 7949 members 
Mstep: Class 36 contains 86450 members 
Mstep: Class 37 contains 15630 members 
Mstep: Class 38 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364344.000000 Penalty: 128043.312500
Iteration 111Q: 39 clusters Score -1.203643e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54899 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76183 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16844 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15311 members 
Mstep: Class 14 contains 21337 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 62176 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40886 members 
Mstep: Class 19 contains 108292 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 54902 members 
Mstep: Class 22 contains 15268 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64377 members 
Mstep: Class 25 contains 27677 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 6596 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6891 members 
Mstep: Class 32 contains 17354 members 
Mstep: Class 33 contains 28374 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7953 members 
Mstep: Class 36 contains 86455 members 
Mstep: Class 37 contains 15628 members 
Mstep: Class 38 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364416.000000 Penalty: 128043.312500
Iteration 112Q: 39 clusters Score -1.203644e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54887 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76187 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 21335 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 62175 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40908 members 
Mstep: Class 19 contains 108288 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 54902 members 
Mstep: Class 22 contains 15259 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64380 members 
Mstep: Class 25 contains 27670 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9436 members 
Mstep: Class 28 contains 1280 members 
Mstep: Class 29 contains 6595 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 17337 members 
Mstep: Class 33 contains 28340 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7960 members 
Mstep: Class 36 contains 86453 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364344.000000 Penalty: 128043.312500
Iteration 113Q: 39 clusters Score -1.203643e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54874 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76200 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16836 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15314 members 
Mstep: Class 14 contains 21331 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 62171 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40931 members 
Mstep: Class 19 contains 108275 members 
Mstep: Class 20 contains 7020 members 
Mstep: Class 21 contains 54898 members 
Mstep: Class 22 contains 15256 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64372 members 
Mstep: Class 25 contains 27666 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9440 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 6593 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6901 members 
Mstep: Class 32 contains 17321 members 
Mstep: Class 33 contains 28314 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7973 members 
Mstep: Class 36 contains 86448 members 
Mstep: Class 37 contains 15628 members 
Mstep: Class 38 contains 6475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364480.000000 Penalty: 128043.312500
Iteration 114Q: 39 clusters Score -1.203645e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54854 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76203 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16832 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15312 members 
Mstep: Class 14 contains 21328 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 62166 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40957 members 
Mstep: Class 19 contains 108263 members 
Mstep: Class 20 contains 7012 members 
Mstep: Class 21 contains 54894 members 
Mstep: Class 22 contains 15252 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64376 members 
Mstep: Class 25 contains 27658 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9448 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 6593 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6908 members 
Mstep: Class 32 contains 17303 members 
Mstep: Class 33 contains 28296 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7989 members 
Mstep: Class 36 contains 86444 members 
Mstep: Class 37 contains 15630 members 
Mstep: Class 38 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364360.000000 Penalty: 128043.312500
Iteration 115Q: 39 clusters Score -1.203644e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54849 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76212 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16832 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15311 members 
Mstep: Class 14 contains 21330 members 
Mstep: Class 15 contains 14245 members 
Mstep: Class 16 contains 62159 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40978 members 
Mstep: Class 19 contains 108253 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 54889 members 
Mstep: Class 22 contains 15246 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64380 members 
Mstep: Class 25 contains 27655 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9452 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 6591 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6916 members 
Mstep: Class 32 contains 17286 members 
Mstep: Class 33 contains 28267 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 7997 members 
Mstep: Class 36 contains 86443 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364488.000000 Penalty: 128043.312500
Iteration 116Q: 39 clusters Score -1.203645e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54844 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 76216 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16827 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15304 members 
Mstep: Class 14 contains 21329 members 
Mstep: Class 15 contains 14243 members 
Mstep: Class 16 contains 62158 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 108253 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 54890 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64390 members 
Mstep: Class 25 contains 27656 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9452 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 6588 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6927 members 
Mstep: Class 32 contains 17274 members 
Mstep: Class 33 contains 28235 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 8003 members 
Mstep: Class 36 contains 86440 members 
Mstep: Class 37 contains 15631 members 
Mstep: Class 38 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364304.000000 Penalty: 128043.312500
Iteration 117Q: 39 clusters Score -1.203643e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 54841 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 76215 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21325 members 
Mstep: Class 15 contains 14239 members 
Mstep: Class 16 contains 62157 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41011 members 
Mstep: Class 19 contains 108251 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 54886 members 
Mstep: Class 22 contains 15230 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64389 members 
Mstep: Class 25 contains 27656 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9451 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6940 members 
Mstep: Class 32 contains 17273 members 
Mstep: Class 33 contains 28214 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 8008 members 
Mstep: Class 36 contains 86434 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364152.000000 Penalty: 128043.312500
Iteration 118Q: 39 clusters Score -1.203642e+08 nChanged 217
Entering ConstructFrom: 
Score: -120364152.000000 Penalty: 128043.312500
Entering ConstructFrom: 
Trying to split cluster 1 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -126338.539062 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -126338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124556.484375 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -124556.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124922.007812 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -124922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -125056.718750 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -125056.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125138.992188 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -125139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -125213.273438 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -125213.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -125276.921875 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -125276.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -125311.796875 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -125311.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -125399.750000 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -125399.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -125509.281250 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -125509.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -125599.398438 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -125599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125627.320312 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -125627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125640.242188 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -125640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125646.726562 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -125646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -125656.132812 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -125656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125667.671875 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -125667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125680.375000 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -125680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -125692.054688 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -125692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125707.000000 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -125707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125712.382812 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -125712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125716.046875 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -125716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125718.843750 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -125718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125725.367188 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -125725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -125725.367188 Penalty: 3354.886963
	Iteration 22F: 3 clusters Score -125725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -836590.375000 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -836590.4 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 2791 members 
Entering Unmasked Estep 
Score: -831788.562500 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -831788.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -833071.125000 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -833071.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -833514.062500 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -833514.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -833962.437500 Penalty: 4278.963867
	Iteration 3F: 3 clusters Score -833962.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -834440.625000 Penalty: 4278.963867
	Iteration 4F: 3 clusters Score -834440.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -834842.437500 Penalty: 4278.963867
	Iteration 5F: 3 clusters Score -834842.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -835102.312500 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -835102.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -835307.125000 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -835307.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -835491.937500 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -835491.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -835661.250000 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -835661.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -835809.250000 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -835809.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -835941.687500 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -835941.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -836049.875000 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -836049.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -836126.812500 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -836126.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -836161.625000 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -836161.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -836209.812500 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -836209.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -836251.875000 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -836251.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -836268.312500 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -836268.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -836280.062500 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -836280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -836286.812500 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -836286.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -836290.875000 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -836290.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -836296.312500 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -836296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -836297.500000 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -836297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -836299.375000 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -836299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -836299.937500 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -836299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -836303.187500 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -836303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -836306.312500 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -836306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -836306.125000 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -836306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -836309.750000 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -836309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -836308.312500 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -836308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -836308.312500 Penalty: 4278.963867
	Iteration 30F: 3 clusters Score -836308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -21178.679688 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -21178.68 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 106 members 
Entering Unmasked Estep 
Score: -20485.658203 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -20485.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20906.281250 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -20906.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21028.964844 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -21028.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -21092.568359 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21092.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21238.121094 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21238.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21271.996094 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -21272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21300.271484 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -21300.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21308.728516 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -21308.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21328.835938 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -21328.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21353.355469 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -21353.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21384.458984 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -21384.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21390.722656 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -21390.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21390.722656 Penalty: 2688.585449
	Iteration 12F: 3 clusters Score -21390.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 145 members 
Mstep: Class 4 contains 54842 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 76215 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 81 members 
Entering Unmasked Estep 
Score: -120362440.000000 Penalty: 131412.875000
Splitting cluster 3 changes total score from -120364152.000000 to -120362440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (54842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Entering Unmasked Estep 
Score: -8485988.000000 Penalty: 2706.228516
	Iteration 0F: 2 clusters Score -8485988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -8448922.000000 Penalty: 5412.457031
	Iteration 0F: 3 clusters Score -8448922 nChanged 25572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8463525.000000 Penalty: 5412.457031
	Iteration 1F: 3 clusters Score -8463525 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8464854.000000 Penalty: 5412.457031
	Iteration 2F: 3 clusters Score -8464854 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -8466660.000000 Penalty: 5412.457031
	Iteration 3F: 3 clusters Score -8466660 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8468505.000000 Penalty: 5412.457031
	Iteration 4F: 3 clusters Score -8468505 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -8470467.000000 Penalty: 5412.457031
	Iteration 5F: 3 clusters Score -8470467 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -8472937.000000 Penalty: 5412.457031
	Iteration 6F: 3 clusters Score -8472937 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -8475571.000000 Penalty: 5412.457031
	Iteration 7F: 3 clusters Score -8475571 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -8478254.000000 Penalty: 5412.457031
	Iteration 8F: 3 clusters Score -8478254 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -8480474.000000 Penalty: 5412.457031
	Iteration 9Q: 3 clusters Score -8480474 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -8482010.000000 Penalty: 5412.457031
	Iteration 10Q: 3 clusters Score -8482010 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8482924.000000 Penalty: 5412.457031
	Iteration 11Q: 3 clusters Score -8482924 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8483439.000000 Penalty: 5412.457031
	Iteration 12Q: 3 clusters Score -8483439 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8483765.000000 Penalty: 5412.457031
	Iteration 13Q: 3 clusters Score -8483765 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8483945.000000 Penalty: 5412.457031
	Iteration 14Q: 3 clusters Score -8483945 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8484042.000000 Penalty: 5412.457031
	Iteration 15Q: 3 clusters Score -8484042 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8484111.000000 Penalty: 5412.457031
	Iteration 16Q: 3 clusters Score -8484111 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8484152.000000 Penalty: 5412.457031
	Iteration 17Q: 3 clusters Score -8484152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8484204.000000 Penalty: 5412.457031
	Iteration 18Q: 3 clusters Score -8484204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8484255.000000 Penalty: 5412.457031
	Iteration 19Q: 3 clusters Score -8484255 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8484250.000000 Penalty: 5412.457031
	Iteration 20F: 3 clusters Score -8484250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8484272.000000 Penalty: 5412.457031
	Iteration 21Q: 3 clusters Score -8484272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8484289.000000 Penalty: 5412.457031
	Iteration 22Q: 3 clusters Score -8484289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8484339.000000 Penalty: 5412.457031
	Iteration 23Q: 3 clusters Score -8484339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8484378.000000 Penalty: 5412.457031
	Iteration 24Q: 3 clusters Score -8484378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8484437.000000 Penalty: 5412.457031
	Iteration 25Q: 3 clusters Score -8484437 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8484488.000000 Penalty: 5412.457031
	Iteration 26Q: 3 clusters Score -8484488 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8484555.000000 Penalty: 5412.457031
	Iteration 27Q: 3 clusters Score -8484555 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8484623.000000 Penalty: 5412.457031
	Iteration 28Q: 3 clusters Score -8484623 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8484736.000000 Penalty: 5412.457031
	Iteration 29Q: 3 clusters Score -8484736 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -8484870.000000 Penalty: 5412.457031
	Iteration 30Q: 3 clusters Score -8484870 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8485045.000000 Penalty: 5412.457031
	Iteration 31Q: 3 clusters Score -8485045 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8485280.000000 Penalty: 5412.457031
	Iteration 32Q: 3 clusters Score -8485280 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -8485559.000000 Penalty: 5412.457031
	Iteration 33Q: 3 clusters Score -8485559 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8485890.000000 Penalty: 5412.457031
	Iteration 34Q: 3 clusters Score -8485890 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -8486292.000000 Penalty: 5412.457031
	Iteration 35Q: 3 clusters Score -8486292 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -8486648.000000 Penalty: 5412.457031
	Iteration 36Q: 3 clusters Score -8486648 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -8487076.000000 Penalty: 5412.457031
	Iteration 37Q: 3 clusters Score -8487076 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -8487552.000000 Penalty: 5412.457031
	Iteration 38Q: 3 clusters Score -8487552 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -8487983.000000 Penalty: 5412.457031
	Iteration 39Q: 3 clusters Score -8487983 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -8488351.000000 Penalty: 5412.457031
	Iteration 40F: 3 clusters Score -8488351 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -8488745.000000 Penalty: 5412.457031
	Iteration 41Q: 3 clusters Score -8488745 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -8489157.000000 Penalty: 5412.457031
	Iteration 42Q: 3 clusters Score -8489157 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8489529.000000 Penalty: 5412.457031
	Iteration 43Q: 3 clusters Score -8489529 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -8489922.000000 Penalty: 5412.457031
	Iteration 44Q: 3 clusters Score -8489922 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -8490394.000000 Penalty: 5412.457031
	Iteration 45Q: 3 clusters Score -8490394 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -8491062.000000 Penalty: 5412.457031
	Iteration 46Q: 3 clusters Score -8491062 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -8491756.000000 Penalty: 5412.457031
	Iteration 47Q: 3 clusters Score -8491756 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8492481.000000 Penalty: 5412.457031
	Iteration 48Q: 3 clusters Score -8492481 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -8493197.000000 Penalty: 5412.457031
	Iteration 49Q: 3 clusters Score -8493197 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -8493855.000000 Penalty: 5412.457031
	Iteration 50Q: 3 clusters Score -8493855 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8494369.000000 Penalty: 5412.457031
	Iteration 51Q: 3 clusters Score -8494369 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -8494817.000000 Penalty: 5412.457031
	Iteration 52Q: 3 clusters Score -8494817 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8495032.000000 Penalty: 5412.457031
	Iteration 53Q: 3 clusters Score -8495032 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -8495237.000000 Penalty: 5412.457031
	Iteration 54Q: 3 clusters Score -8495237 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8495404.000000 Penalty: 5412.457031
	Iteration 55Q: 3 clusters Score -8495404 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -8495475.000000 Penalty: 5412.457031
	Iteration 56Q: 3 clusters Score -8495475 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -8495566.000000 Penalty: 5412.457031
	Iteration 57Q: 3 clusters Score -8495566 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -8495621.000000 Penalty: 5412.457031
	Iteration 58Q: 3 clusters Score -8495621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -8495642.000000 Penalty: 5412.457031
	Iteration 59Q: 3 clusters Score -8495642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -8496058.000000 Penalty: 5412.457031
	Iteration 60F: 3 clusters Score -8496058 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8496533.000000 Penalty: 5412.457031
	Iteration 61Q: 3 clusters Score -8496533 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -8496925.000000 Penalty: 5412.457031
	Iteration 62Q: 3 clusters Score -8496925 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -8497268.000000 Penalty: 5412.457031
	Iteration 63Q: 3 clusters Score -8497268 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -8497548.000000 Penalty: 5412.457031
	Iteration 64Q: 3 clusters Score -8497548 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -8497863.000000 Penalty: 5412.457031
	Iteration 65Q: 3 clusters Score -8497863 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -8498101.000000 Penalty: 5412.457031
	Iteration 66Q: 3 clusters Score -8498101 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -8498260.000000 Penalty: 5412.457031
	Iteration 67Q: 3 clusters Score -8498260 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8498412.000000 Penalty: 5412.457031
	Iteration 68Q: 3 clusters Score -8498412 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -8498532.000000 Penalty: 5412.457031
	Iteration 69Q: 3 clusters Score -8498532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -8498586.000000 Penalty: 5412.457031
	Iteration 70Q: 3 clusters Score -8498586 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8498627.000000 Penalty: 5412.457031
	Iteration 71Q: 3 clusters Score -8498627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -8498643.000000 Penalty: 5412.457031
	Iteration 72Q: 3 clusters Score -8498643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -8498690.000000 Penalty: 5412.457031
	Iteration 73Q: 3 clusters Score -8498690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8498680.000000 Penalty: 5412.457031
	Iteration 74Q: 3 clusters Score -8498680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -8498664.000000 Penalty: 5412.457031
	Iteration 75Q: 3 clusters Score -8498664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -8498660.000000 Penalty: 5412.457031
	Iteration 76Q: 3 clusters Score -8498660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -8498663.000000 Penalty: 5412.457031
	Iteration 77Q: 3 clusters Score -8498663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -8498671.000000 Penalty: 5412.457031
	Iteration 78Q: 3 clusters Score -8498671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -8498682.000000 Penalty: 5412.457031
	Iteration 79Q: 3 clusters Score -8498682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8498683.000000 Penalty: 5412.457031
	Iteration 80F: 3 clusters Score -8498683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -8498692.000000 Penalty: 5412.457031
	Iteration 81Q: 3 clusters Score -8498692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8498696.000000 Penalty: 5412.457031
	Iteration 82Q: 3 clusters Score -8498696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8498682.000000 Penalty: 5412.457031
	Iteration 83Q: 3 clusters Score -8498682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -8498683.000000 Penalty: 5412.457031
	Iteration 84Q: 3 clusters Score -8498683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -8498683.000000 Penalty: 5412.457031
	Iteration 85F: 3 clusters Score -8498683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 76215 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Entering Unmasked Estep 
Score: -120376832.000000 Penalty: 131412.875000
Splitting cluster 4 changes total score from -120364152.000000 to -120376832.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -160759.109375 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -160759.1 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 547 members 
Entering Unmasked Estep 
Score: -158808.484375 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -158808.5 nChanged 321
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: -159206.375000 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -159206.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159521.390625 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -159521.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159794.984375 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -159795 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160036.093750 Penalty: 3476.218750
	Iteration 4F: 3 clusters Score -160036.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160229.906250 Penalty: 3476.218750
	Iteration 5F: 3 clusters Score -160229.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -160438.234375 Penalty: 3476.218750
	Iteration 6F: 3 clusters Score -160438.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -160557.656250 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -160557.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160623.453125 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -160623.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160678.093750 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -160678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -160711.968750 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -160712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -160756.625000 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -160756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -160797.015625 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -160797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160822.078125 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -160822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160829.781250 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -160829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160833.375000 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -160833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160833.375000 Penalty: 3476.218750
	Iteration 16F: 3 clusters Score -160833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 76215 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Entering Unmasked Estep 
Score: -120375648.000000 Penalty: 134782.437500
Splitting cluster 5 changes total score from -120364152.000000 to -120375648.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (76215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Entering Unmasked Estep 
Score: -11833396.000000 Penalty: 2787.845947
	Iteration 0F: 2 clusters Score -1.18334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -11783239.000000 Penalty: 5575.691895
	Iteration 0F: 3 clusters Score -1.178324e+07 nChanged 35822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -11803563.000000 Penalty: 5575.691895
	Iteration 1F: 3 clusters Score -1.180356e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -11804639.000000 Penalty: 5575.691895
	Iteration 2Q: 3 clusters Score -1.180464e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -11806069.000000 Penalty: 5575.691895
	Iteration 3Q: 3 clusters Score -1.180607e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -11808412.000000 Penalty: 5575.691895
	Iteration 4F: 3 clusters Score -1.180841e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -11812169.000000 Penalty: 5575.691895
	Iteration 5F: 3 clusters Score -1.181217e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -11816939.000000 Penalty: 5575.691895
	Iteration 6F: 3 clusters Score -1.181694e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -11821980.000000 Penalty: 5575.691895
	Iteration 7F: 3 clusters Score -1.182198e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -11825928.000000 Penalty: 5575.691895
	Iteration 8F: 3 clusters Score -1.182593e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -11828483.000000 Penalty: 5575.691895
	Iteration 9Q: 3 clusters Score -1.182848e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -11829806.000000 Penalty: 5575.691895
	Iteration 10Q: 3 clusters Score -1.182981e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -11830705.000000 Penalty: 5575.691895
	Iteration 11Q: 3 clusters Score -1.18307e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -11831250.000000 Penalty: 5575.691895
	Iteration 12Q: 3 clusters Score -1.183125e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -11831590.000000 Penalty: 5575.691895
	Iteration 13Q: 3 clusters Score -1.183159e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -11831762.000000 Penalty: 5575.691895
	Iteration 14Q: 3 clusters Score -1.183176e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -11831894.000000 Penalty: 5575.691895
	Iteration 15Q: 3 clusters Score -1.183189e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -11831952.000000 Penalty: 5575.691895
	Iteration 16Q: 3 clusters Score -1.183195e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -11832017.000000 Penalty: 5575.691895
	Iteration 17Q: 3 clusters Score -1.183202e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -11832025.000000 Penalty: 5575.691895
	Iteration 18Q: 3 clusters Score -1.183202e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -11832061.000000 Penalty: 5575.691895
	Iteration 19Q: 3 clusters Score -1.183206e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -11832069.000000 Penalty: 5575.691895
	Iteration 20F: 3 clusters Score -1.183207e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -11832082.000000 Penalty: 5575.691895
	Iteration 21Q: 3 clusters Score -1.183208e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -11832080.000000 Penalty: 5575.691895
	Iteration 22Q: 3 clusters Score -1.183208e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -11832070.000000 Penalty: 5575.691895
	Iteration 23Q: 3 clusters Score -1.183207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -11832061.000000 Penalty: 5575.691895
	Iteration 24Q: 3 clusters Score -1.183206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -11832079.000000 Penalty: 5575.691895
	Iteration 25Q: 3 clusters Score -1.183208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -11832082.000000 Penalty: 5575.691895
	Iteration 26Q: 3 clusters Score -1.183208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -11832097.000000 Penalty: 5575.691895
	Iteration 27Q: 3 clusters Score -1.18321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -11832122.000000 Penalty: 5575.691895
	Iteration 28Q: 3 clusters Score -1.183212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -11832127.000000 Penalty: 5575.691895
	Iteration 29Q: 3 clusters Score -1.183213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -11832129.000000 Penalty: 5575.691895
	Iteration 30Q: 3 clusters Score -1.183213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -11832130.000000 Penalty: 5575.691895
	Iteration 31Q: 3 clusters Score -1.183213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -11832143.000000 Penalty: 5575.691895
	Iteration 32Q: 3 clusters Score -1.183214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -11832139.000000 Penalty: 5575.691895
	Iteration 33Q: 3 clusters Score -1.183214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -11832147.000000 Penalty: 5575.691895
	Iteration 34Q: 3 clusters Score -1.183215e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -11832148.000000 Penalty: 5575.691895
	Iteration 35Q: 3 clusters Score -1.183215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -11832160.000000 Penalty: 5575.691895
	Iteration 36Q: 3 clusters Score -1.183216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -11832159.000000 Penalty: 5575.691895
	Iteration 37Q: 3 clusters Score -1.183216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -11832153.000000 Penalty: 5575.691895
	Iteration 38Q: 3 clusters Score -1.183215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -11832198.000000 Penalty: 5575.691895
	Iteration 39Q: 3 clusters Score -1.18322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -11832197.000000 Penalty: 5575.691895
	Iteration 40F: 3 clusters Score -1.18322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -11832182.000000 Penalty: 5575.691895
	Iteration 41Q: 3 clusters Score -1.183218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -11832185.000000 Penalty: 5575.691895
	Iteration 42Q: 3 clusters Score -1.183218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -11832184.000000 Penalty: 5575.691895
	Iteration 43Q: 3 clusters Score -1.183218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -11832202.000000 Penalty: 5575.691895
	Iteration 44Q: 3 clusters Score -1.18322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -11832200.000000 Penalty: 5575.691895
	Iteration 45Q: 3 clusters Score -1.18322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -11832194.000000 Penalty: 5575.691895
	Iteration 46Q: 3 clusters Score -1.183219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -11832191.000000 Penalty: 5575.691895
	Iteration 47Q: 3 clusters Score -1.183219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -11832218.000000 Penalty: 5575.691895
	Iteration 48Q: 3 clusters Score -1.183222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -11832233.000000 Penalty: 5575.691895
	Iteration 49Q: 3 clusters Score -1.183223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -11832244.000000 Penalty: 5575.691895
	Iteration 50Q: 3 clusters Score -1.183224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -11832235.000000 Penalty: 5575.691895
	Iteration 51Q: 3 clusters Score -1.183224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -11832246.000000 Penalty: 5575.691895
	Iteration 52Q: 3 clusters Score -1.183225e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -11832251.000000 Penalty: 5575.691895
	Iteration 53Q: 3 clusters Score -1.183225e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -11832262.000000 Penalty: 5575.691895
	Iteration 54Q: 3 clusters Score -1.183226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -11832297.000000 Penalty: 5575.691895
	Iteration 55Q: 3 clusters Score -1.18323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -11832297.000000 Penalty: 5575.691895
	Iteration 56Q: 3 clusters Score -1.18323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -11832316.000000 Penalty: 5575.691895
	Iteration 57Q: 3 clusters Score -1.183232e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -11832332.000000 Penalty: 5575.691895
	Iteration 58Q: 3 clusters Score -1.183233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -11832343.000000 Penalty: 5575.691895
	Iteration 59Q: 3 clusters Score -1.183234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -11832350.000000 Penalty: 5575.691895
	Iteration 60F: 3 clusters Score -1.183235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -11832362.000000 Penalty: 5575.691895
	Iteration 61Q: 3 clusters Score -1.183236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -11832406.000000 Penalty: 5575.691895
	Iteration 62Q: 3 clusters Score -1.183241e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -11832425.000000 Penalty: 5575.691895
	Iteration 63Q: 3 clusters Score -1.183242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -11832428.000000 Penalty: 5575.691895
	Iteration 64Q: 3 clusters Score -1.183243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -11832434.000000 Penalty: 5575.691895
	Iteration 65Q: 3 clusters Score -1.183243e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -11832419.000000 Penalty: 5575.691895
	Iteration 66Q: 3 clusters Score -1.183242e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -11832434.000000 Penalty: 5575.691895
	Iteration 67Q: 3 clusters Score -1.183243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -11832453.000000 Penalty: 5575.691895
	Iteration 68Q: 3 clusters Score -1.183245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -11832447.000000 Penalty: 5575.691895
	Iteration 69Q: 3 clusters Score -1.183245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -11832444.000000 Penalty: 5575.691895
	Iteration 70Q: 3 clusters Score -1.183244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -11832443.000000 Penalty: 5575.691895
	Iteration 71Q: 3 clusters Score -1.183244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -11832441.000000 Penalty: 5575.691895
	Iteration 72Q: 3 clusters Score -1.183244e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -11832448.000000 Penalty: 5575.691895
	Iteration 73Q: 3 clusters Score -1.183245e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -11832436.000000 Penalty: 5575.691895
	Iteration 74Q: 3 clusters Score -1.183244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -11832440.000000 Penalty: 5575.691895
	Iteration 75Q: 3 clusters Score -1.183244e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -11832435.000000 Penalty: 5575.691895
	Iteration 76Q: 3 clusters Score -1.183244e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -11832441.000000 Penalty: 5575.691895
	Iteration 77Q: 3 clusters Score -1.183244e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -11832463.000000 Penalty: 5575.691895
	Iteration 78Q: 3 clusters Score -1.183246e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -11832471.000000 Penalty: 5575.691895
	Iteration 79Q: 3 clusters Score -1.183247e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -11832464.000000 Penalty: 5575.691895
	Iteration 80F: 3 clusters Score -1.183246e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -11832488.000000 Penalty: 5575.691895
	Iteration 81Q: 3 clusters Score -1.183249e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -11832491.000000 Penalty: 5575.691895
	Iteration 82Q: 3 clusters Score -1.183249e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -11832500.000000 Penalty: 5575.691895
	Iteration 83Q: 3 clusters Score -1.18325e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -11832536.000000 Penalty: 5575.691895
	Iteration 84Q: 3 clusters Score -1.183254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -11832524.000000 Penalty: 5575.691895
	Iteration 85Q: 3 clusters Score -1.183252e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -11832537.000000 Penalty: 5575.691895
	Iteration 86Q: 3 clusters Score -1.183254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -11832551.000000 Penalty: 5575.691895
	Iteration 87Q: 3 clusters Score -1.183255e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -11832544.000000 Penalty: 5575.691895
	Iteration 88Q: 3 clusters Score -1.183254e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -11832538.000000 Penalty: 5575.691895
	Iteration 89Q: 3 clusters Score -1.183254e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -11832544.000000 Penalty: 5575.691895
	Iteration 90Q: 3 clusters Score -1.183254e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -11832557.000000 Penalty: 5575.691895
	Iteration 91Q: 3 clusters Score -1.183256e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -11832621.000000 Penalty: 5575.691895
	Iteration 92Q: 3 clusters Score -1.183262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -11832661.000000 Penalty: 5575.691895
	Iteration 93Q: 3 clusters Score -1.183266e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -11832701.000000 Penalty: 5575.691895
	Iteration 94Q: 3 clusters Score -1.18327e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -11832729.000000 Penalty: 5575.691895
	Iteration 95Q: 3 clusters Score -1.183273e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -11832749.000000 Penalty: 5575.691895
	Iteration 96Q: 3 clusters Score -1.183275e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -11832787.000000 Penalty: 5575.691895
	Iteration 97Q: 3 clusters Score -1.183279e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -11832828.000000 Penalty: 5575.691895
	Iteration 98Q: 3 clusters Score -1.183283e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -11832907.000000 Penalty: 5575.691895
	Iteration 99Q: 3 clusters Score -1.183291e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -11832916.000000 Penalty: 5575.691895
	Iteration 100F: 3 clusters Score -1.183292e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -11832938.000000 Penalty: 5575.691895
	Iteration 101Q: 3 clusters Score -1.183294e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -11832993.000000 Penalty: 5575.691895
	Iteration 102Q: 3 clusters Score -1.183299e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -11832992.000000 Penalty: 5575.691895
	Iteration 103Q: 3 clusters Score -1.183299e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -11833059.000000 Penalty: 5575.691895
	Iteration 104Q: 3 clusters Score -1.183306e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -11833075.000000 Penalty: 5575.691895
	Iteration 105Q: 3 clusters Score -1.183308e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -11833081.000000 Penalty: 5575.691895
	Iteration 106Q: 3 clusters Score -1.183308e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -11833113.000000 Penalty: 5575.691895
	Iteration 107Q: 3 clusters Score -1.183311e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -11833174.000000 Penalty: 5575.691895
	Iteration 108Q: 3 clusters Score -1.183317e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -11833209.000000 Penalty: 5575.691895
	Iteration 109Q: 3 clusters Score -1.183321e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -11833241.000000 Penalty: 5575.691895
	Iteration 110Q: 3 clusters Score -1.183324e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -11833309.000000 Penalty: 5575.691895
	Iteration 111Q: 3 clusters Score -1.183331e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -11833324.000000 Penalty: 5575.691895
	Iteration 112Q: 3 clusters Score -1.183332e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -11833393.000000 Penalty: 5575.691895
	Iteration 113Q: 3 clusters Score -1.183339e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -11833408.000000 Penalty: 5575.691895
	Iteration 114Q: 3 clusters Score -1.183341e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -11833432.000000 Penalty: 5575.691895
	Iteration 115Q: 3 clusters Score -1.183343e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -11833502.000000 Penalty: 5575.691895
	Iteration 116Q: 3 clusters Score -1.18335e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -11833550.000000 Penalty: 5575.691895
	Iteration 117Q: 3 clusters Score -1.183355e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -11833583.000000 Penalty: 5575.691895
	Iteration 118Q: 3 clusters Score -1.183358e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -11833598.000000 Penalty: 5575.691895
	Iteration 119Q: 3 clusters Score -1.18336e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -11833632.000000 Penalty: 5575.691895
	Iteration 120F: 3 clusters Score -1.183363e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -11833710.000000 Penalty: 5575.691895
	Iteration 121Q: 3 clusters Score -1.183371e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -11833727.000000 Penalty: 5575.691895
	Iteration 122Q: 3 clusters Score -1.183373e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -11833753.000000 Penalty: 5575.691895
	Iteration 123Q: 3 clusters Score -1.183375e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -11833833.000000 Penalty: 5575.691895
	Iteration 124Q: 3 clusters Score -1.183383e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -11833904.000000 Penalty: 5575.691895
	Iteration 125Q: 3 clusters Score -1.18339e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -11833989.000000 Penalty: 5575.691895
	Iteration 126Q: 3 clusters Score -1.183399e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -11834080.000000 Penalty: 5575.691895
	Iteration 127Q: 3 clusters Score -1.183408e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -11834164.000000 Penalty: 5575.691895
	Iteration 128Q: 3 clusters Score -1.183416e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -11834250.000000 Penalty: 5575.691895
	Iteration 129Q: 3 clusters Score -1.183425e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -11834291.000000 Penalty: 5575.691895
	Iteration 130Q: 3 clusters Score -1.183429e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -11834385.000000 Penalty: 5575.691895
	Iteration 131Q: 3 clusters Score -1.183438e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -11834486.000000 Penalty: 5575.691895
	Iteration 132Q: 3 clusters Score -1.183449e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -11834510.000000 Penalty: 5575.691895
	Iteration 133Q: 3 clusters Score -1.183451e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -11834530.000000 Penalty: 5575.691895
	Iteration 134Q: 3 clusters Score -1.183453e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -11834650.000000 Penalty: 5575.691895
	Iteration 135Q: 3 clusters Score -1.183465e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -11834724.000000 Penalty: 5575.691895
	Iteration 136Q: 3 clusters Score -1.183472e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -11834782.000000 Penalty: 5575.691895
	Iteration 137Q: 3 clusters Score -1.183478e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -11834844.000000 Penalty: 5575.691895
	Iteration 138Q: 3 clusters Score -1.183484e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -11834894.000000 Penalty: 5575.691895
	Iteration 139Q: 3 clusters Score -1.183489e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -11834961.000000 Penalty: 5575.691895
	Iteration 140F: 3 clusters Score -1.183496e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -11835015.000000 Penalty: 5575.691895
	Iteration 141Q: 3 clusters Score -1.183502e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -11835044.000000 Penalty: 5575.691895
	Iteration 142Q: 3 clusters Score -1.183504e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -11835106.000000 Penalty: 5575.691895
	Iteration 143Q: 3 clusters Score -1.183511e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -11835168.000000 Penalty: 5575.691895
	Iteration 144Q: 3 clusters Score -1.183517e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -11835198.000000 Penalty: 5575.691895
	Iteration 145Q: 3 clusters Score -1.18352e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -11835270.000000 Penalty: 5575.691895
	Iteration 146Q: 3 clusters Score -1.183527e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -11835301.000000 Penalty: 5575.691895
	Iteration 147Q: 3 clusters Score -1.18353e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -11835303.000000 Penalty: 5575.691895
	Iteration 148Q: 3 clusters Score -1.18353e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -11835338.000000 Penalty: 5575.691895
	Iteration 149Q: 3 clusters Score -1.183534e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -11835371.000000 Penalty: 5575.691895
	Iteration 150Q: 3 clusters Score -1.183537e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -11835393.000000 Penalty: 5575.691895
	Iteration 151Q: 3 clusters Score -1.183539e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -11835427.000000 Penalty: 5575.691895
	Iteration 152Q: 3 clusters Score -1.183543e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -11835449.000000 Penalty: 5575.691895
	Iteration 153Q: 3 clusters Score -1.183545e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -11835457.000000 Penalty: 5575.691895
	Iteration 154Q: 3 clusters Score -1.183546e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -11835464.000000 Penalty: 5575.691895
	Iteration 155Q: 3 clusters Score -1.183546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -11835475.000000 Penalty: 5575.691895
	Iteration 156Q: 3 clusters Score -1.183548e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -11835471.000000 Penalty: 5575.691895
	Iteration 157Q: 3 clusters Score -1.183547e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -11835480.000000 Penalty: 5575.691895
	Iteration 158Q: 3 clusters Score -1.183548e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -11835471.000000 Penalty: 5575.691895
	Iteration 159Q: 3 clusters Score -1.183547e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -11835475.000000 Penalty: 5575.691895
	Iteration 160F: 3 clusters Score -1.183548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -11835454.000000 Penalty: 5575.691895
	Iteration 161Q: 3 clusters Score -1.183545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -11835470.000000 Penalty: 5575.691895
	Iteration 162Q: 3 clusters Score -1.183547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -11835490.000000 Penalty: 5575.691895
	Iteration 163Q: 3 clusters Score -1.183549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -11835484.000000 Penalty: 5575.691895
	Iteration 164Q: 3 clusters Score -1.183548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -11835484.000000 Penalty: 5575.691895
	Iteration 165Q: 3 clusters Score -1.183548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -11835478.000000 Penalty: 5575.691895
	Iteration 166Q: 3 clusters Score -1.183548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -11835484.000000 Penalty: 5575.691895
	Iteration 167Q: 3 clusters Score -1.183548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -11835501.000000 Penalty: 5575.691895
	Iteration 168Q: 3 clusters Score -1.18355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -11835495.000000 Penalty: 5575.691895
	Iteration 169Q: 3 clusters Score -1.18355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -11835495.000000 Penalty: 5575.691895
	Iteration 170Q: 3 clusters Score -1.18355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -11835511.000000 Penalty: 5575.691895
	Iteration 171Q: 3 clusters Score -1.183551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -11835508.000000 Penalty: 5575.691895
	Iteration 172Q: 3 clusters Score -1.183551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -11835488.000000 Penalty: 5575.691895
	Iteration 173Q: 3 clusters Score -1.183549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -11835478.000000 Penalty: 5575.691895
	Iteration 174Q: 3 clusters Score -1.183548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -11835473.000000 Penalty: 5575.691895
	Iteration 175Q: 3 clusters Score -1.183547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -11835482.000000 Penalty: 5575.691895
	Iteration 176Q: 3 clusters Score -1.183548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -11835476.000000 Penalty: 5575.691895
	Iteration 177Q: 3 clusters Score -1.183548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -11835486.000000 Penalty: 5575.691895
	Iteration 178Q: 3 clusters Score -1.183549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -11835477.000000 Penalty: 5575.691895
	Iteration 179Q: 3 clusters Score -1.183548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -11835482.000000 Penalty: 5575.691895
	Iteration 180F: 3 clusters Score -1.183548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -11835485.000000 Penalty: 5575.691895
	Iteration 181Q: 3 clusters Score -1.183548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -11835489.000000 Penalty: 5575.691895
	Iteration 182Q: 3 clusters Score -1.183549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -11835484.000000 Penalty: 5575.691895
	Iteration 183Q: 3 clusters Score -1.183548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -11835485.000000 Penalty: 5575.691895
	Iteration 184Q: 3 clusters Score -1.183548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -11835487.000000 Penalty: 5575.691895
	Iteration 185Q: 3 clusters Score -1.183549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -11835487.000000 Penalty: 5575.691895
	Iteration 186F: 3 clusters Score -1.183549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Entering Unmasked Estep 
Score: -120377888.000000 Penalty: 138152.000000
Splitting cluster 6 changes total score from -120364152.000000 to -120377888.000000
So it's getting split into cluster 41.
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: -142681.437500 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -142681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140786.156250 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -140786.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141049.359375 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -141049.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141140.515625 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -141140.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141199.687500 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -141199.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141323.546875 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -141323.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141580.468750 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -141580.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141685.312500 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -141685.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -141757.046875 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -141757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -141841.796875 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -141841.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141924.140625 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -141924.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141985.171875 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -141985.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142051.328125 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -142051.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142113.140625 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -142113.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142181.718750 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -142181.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142245.640625 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -142245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142273.375000 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -142273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142313.484375 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -142313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142338.500000 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -142338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142374.031250 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -142374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142412.859375 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -142412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -142428.875000 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -142428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142439.359375 Penalty: 3396.610596
	Iteration 21Q: 3 clusters Score -142439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142449.234375 Penalty: 3396.610596
	Iteration 22Q: 3 clusters Score -142449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142458.171875 Penalty: 3396.610596
	Iteration 23Q: 3 clusters Score -142458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142460.046875 Penalty: 3396.610596
	Iteration 24Q: 3 clusters Score -142460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142468.609375 Penalty: 3396.610596
	Iteration 25Q: 3 clusters Score -142468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142473.406250 Penalty: 3396.610596
	Iteration 26Q: 3 clusters Score -142473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142478.031250 Penalty: 3396.610596
	Iteration 27Q: 3 clusters Score -142478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142478.031250 Penalty: 3396.610596
	Iteration 28F: 3 clusters Score -142478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Entering Unmasked Estep 
Score: -2502090.000000 Penalty: 2412.958008
	Iteration 0F: 2 clusters Score -2502090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2490117.500000 Penalty: 4825.916016
	Iteration 0F: 3 clusters Score -2490118 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2494153.000000 Penalty: 4825.916016
	Iteration 1F: 3 clusters Score -2494153 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2494737.500000 Penalty: 4825.916016
	Iteration 2F: 3 clusters Score -2494738 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2495323.750000 Penalty: 4825.916016
	Iteration 3F: 3 clusters Score -2495324 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2495964.750000 Penalty: 4825.916016
	Iteration 4F: 3 clusters Score -2495965 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2496717.750000 Penalty: 4825.916016
	Iteration 5F: 3 clusters Score -2496718 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2497484.500000 Penalty: 4825.916016
	Iteration 6F: 3 clusters Score -2497484 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2498141.750000 Penalty: 4825.916016
	Iteration 7F: 3 clusters Score -2498142 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2498606.500000 Penalty: 4825.916016
	Iteration 8Q: 3 clusters Score -2498606 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2498941.500000 Penalty: 4825.916016
	Iteration 9Q: 3 clusters Score -2498942 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2499225.000000 Penalty: 4825.916016
	Iteration 10Q: 3 clusters Score -2499225 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2499446.000000 Penalty: 4825.916016
	Iteration 11Q: 3 clusters Score -2499446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2499577.250000 Penalty: 4825.916016
	Iteration 12Q: 3 clusters Score -2499577 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2499742.250000 Penalty: 4825.916016
	Iteration 13Q: 3 clusters Score -2499742 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2499858.250000 Penalty: 4825.916016
	Iteration 14Q: 3 clusters Score -2499858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2499983.000000 Penalty: 4825.916016
	Iteration 15Q: 3 clusters Score -2499983 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2500064.250000 Penalty: 4825.916016
	Iteration 16Q: 3 clusters Score -2500064 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2500164.000000 Penalty: 4825.916016
	Iteration 17Q: 3 clusters Score -2500164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2500259.000000 Penalty: 4825.916016
	Iteration 18Q: 3 clusters Score -2500259 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2500344.750000 Penalty: 4825.916016
	Iteration 19Q: 3 clusters Score -2500345 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2500486.000000 Penalty: 4825.916016
	Iteration 20F: 3 clusters Score -2500486 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2500621.500000 Penalty: 4825.916016
	Iteration 21Q: 3 clusters Score -2500622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2500728.500000 Penalty: 4825.916016
	Iteration 22Q: 3 clusters Score -2500728 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2500819.750000 Penalty: 4825.916016
	Iteration 23Q: 3 clusters Score -2500820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2500888.750000 Penalty: 4825.916016
	Iteration 24Q: 3 clusters Score -2500889 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2500942.500000 Penalty: 4825.916016
	Iteration 25Q: 3 clusters Score -2500942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2500988.750000 Penalty: 4825.916016
	Iteration 26Q: 3 clusters Score -2500989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2501011.500000 Penalty: 4825.916016
	Iteration 27Q: 3 clusters Score -2501012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2501042.000000 Penalty: 4825.916016
	Iteration 28Q: 3 clusters Score -2501042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2501053.500000 Penalty: 4825.916016
	Iteration 29Q: 3 clusters Score -2501054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2501063.500000 Penalty: 4825.916016
	Iteration 30Q: 3 clusters Score -2501064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2501073.750000 Penalty: 4825.916016
	Iteration 31Q: 3 clusters Score -2501074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2501076.750000 Penalty: 4825.916016
	Iteration 32Q: 3 clusters Score -2501077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2501081.750000 Penalty: 4825.916016
	Iteration 33Q: 3 clusters Score -2501082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2501084.000000 Penalty: 4825.916016
	Iteration 34Q: 3 clusters Score -2501084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2501092.000000 Penalty: 4825.916016
	Iteration 35Q: 3 clusters Score -2501092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2501096.500000 Penalty: 4825.916016
	Iteration 36Q: 3 clusters Score -2501096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2501097.750000 Penalty: 4825.916016
	Iteration 37Q: 3 clusters Score -2501098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2501098.250000 Penalty: 4825.916016
	Iteration 38Q: 3 clusters Score -2501098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2501097.500000 Penalty: 4825.916016
	Iteration 39Q: 3 clusters Score -2501098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2501093.250000 Penalty: 4825.916016
	Iteration 40F: 3 clusters Score -2501093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2501093.750000 Penalty: 4825.916016
	Iteration 41Q: 3 clusters Score -2501094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2501098.750000 Penalty: 4825.916016
	Iteration 42Q: 3 clusters Score -2501099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2501096.250000 Penalty: 4825.916016
	Iteration 43Q: 3 clusters Score -2501096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2501096.250000 Penalty: 4825.916016
	Iteration 44F: 3 clusters Score -2501096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -151852.687500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -151852.7 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 566 members 
Entering Unmasked Estep 
Score: -149884.328125 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -149884.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150253.468750 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -150253.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150410.890625 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -150410.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150528.937500 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -150528.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150615.156250 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -150615.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150691.546875 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -150691.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -150766.015625 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -150766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -150840.062500 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -150840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150906.125000 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -150906.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150952.437500 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -150952.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150998.781250 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -150998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151033.890625 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -151033.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -151076.640625 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -151076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151103.437500 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -151103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151113.109375 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -151113.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151117.734375 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -151117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151127.468750 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -151127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151144.234375 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -151144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151152.796875 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -151152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -151156.296875 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -151156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151156.906250 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -151156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151162.359375 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -151162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151165.531250 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -151165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151174.437500 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -151174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -151175.828125 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -151175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -151175.828125 Penalty: 3477.114746
	Iteration 25F: 3 clusters Score -151175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1850685.875000 Penalty: 2343.382080
	Iteration 0F: 2 clusters Score -1850686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1841311.750000 Penalty: 4686.764160
	Iteration 0F: 3 clusters Score -1841312 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1844425.000000 Penalty: 4686.764160
	Iteration 1F: 3 clusters Score -1844425 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1845038.875000 Penalty: 4686.764160
	Iteration 2F: 3 clusters Score -1845039 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1845711.500000 Penalty: 4686.764160
	Iteration 3F: 3 clusters Score -1845712 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1846438.125000 Penalty: 4686.764160
	Iteration 4F: 3 clusters Score -1846438 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1847178.000000 Penalty: 4686.764160
	Iteration 5F: 3 clusters Score -1847178 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1847889.500000 Penalty: 4686.764160
	Iteration 6F: 3 clusters Score -1847890 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1848453.500000 Penalty: 4686.764160
	Iteration 7F: 3 clusters Score -1848454 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1848815.000000 Penalty: 4686.764160
	Iteration 8Q: 3 clusters Score -1848815 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1849039.750000 Penalty: 4686.764160
	Iteration 9Q: 3 clusters Score -1849040 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1849169.375000 Penalty: 4686.764160
	Iteration 10Q: 3 clusters Score -1849169 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1849245.500000 Penalty: 4686.764160
	Iteration 11Q: 3 clusters Score -1849246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1849309.125000 Penalty: 4686.764160
	Iteration 12Q: 3 clusters Score -1849309 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1849359.875000 Penalty: 4686.764160
	Iteration 13Q: 3 clusters Score -1849360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1849396.500000 Penalty: 4686.764160
	Iteration 14Q: 3 clusters Score -1849396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1849424.875000 Penalty: 4686.764160
	Iteration 15Q: 3 clusters Score -1849425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1849455.000000 Penalty: 4686.764160
	Iteration 16Q: 3 clusters Score -1849455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1849478.250000 Penalty: 4686.764160
	Iteration 17Q: 3 clusters Score -1849478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1849496.625000 Penalty: 4686.764160
	Iteration 18Q: 3 clusters Score -1849497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1849523.125000 Penalty: 4686.764160
	Iteration 19Q: 3 clusters Score -1849523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1849548.250000 Penalty: 4686.764160
	Iteration 20F: 3 clusters Score -1849548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1849564.875000 Penalty: 4686.764160
	Iteration 21Q: 3 clusters Score -1849565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1849587.625000 Penalty: 4686.764160
	Iteration 22Q: 3 clusters Score -1849588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1849606.000000 Penalty: 4686.764160
	Iteration 23Q: 3 clusters Score -1849606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1849630.875000 Penalty: 4686.764160
	Iteration 24Q: 3 clusters Score -1849631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1849647.375000 Penalty: 4686.764160
	Iteration 25Q: 3 clusters Score -1849647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1849668.625000 Penalty: 4686.764160
	Iteration 26Q: 3 clusters Score -1849669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1849676.625000 Penalty: 4686.764160
	Iteration 27Q: 3 clusters Score -1849677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1849692.500000 Penalty: 4686.764160
	Iteration 28Q: 3 clusters Score -1849692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1849702.750000 Penalty: 4686.764160
	Iteration 29Q: 3 clusters Score -1849703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1849705.000000 Penalty: 4686.764160
	Iteration 30Q: 3 clusters Score -1849705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1849712.875000 Penalty: 4686.764160
	Iteration 31Q: 3 clusters Score -1849713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1849717.750000 Penalty: 4686.764160
	Iteration 32Q: 3 clusters Score -1849718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1849721.125000 Penalty: 4686.764160
	Iteration 33Q: 3 clusters Score -1849721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1849725.625000 Penalty: 4686.764160
	Iteration 34Q: 3 clusters Score -1849726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1849730.875000 Penalty: 4686.764160
	Iteration 35Q: 3 clusters Score -1849731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1849730.125000 Penalty: 4686.764160
	Iteration 36Q: 3 clusters Score -1849730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1849733.500000 Penalty: 4686.764160
	Iteration 37Q: 3 clusters Score -1849734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1849732.875000 Penalty: 4686.764160
	Iteration 38Q: 3 clusters Score -1849733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1849729.750000 Penalty: 4686.764160
	Iteration 39Q: 3 clusters Score -1849730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1849733.500000 Penalty: 4686.764160
	Iteration 40F: 3 clusters Score -1849734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1849731.125000 Penalty: 4686.764160
	Iteration 41Q: 3 clusters Score -1849731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1849732.375000 Penalty: 4686.764160
	Iteration 42Q: 3 clusters Score -1849732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1849733.750000 Penalty: 4686.764160
	Iteration 43Q: 3 clusters Score -1849734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1849733.625000 Penalty: 4686.764160
	Iteration 44Q: 3 clusters Score -1849734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1849733.375000 Penalty: 4686.764160
	Iteration 45Q: 3 clusters Score -1849733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1849732.750000 Penalty: 4686.764160
	Iteration 46Q: 3 clusters Score -1849733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1849733.250000 Penalty: 4686.764160
	Iteration 47Q: 3 clusters Score -1849733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1849734.000000 Penalty: 4686.764160
	Iteration 48Q: 3 clusters Score -1849734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1849734.000000 Penalty: 4686.764160
	Iteration 49F: 3 clusters Score -1849734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -205607.656250 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -205607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -203461.421875 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -203461.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203952.015625 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -203952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204176.875000 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -204176.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204369.078125 Penalty: 3586.359375
	Iteration 3F: 3 clusters Score -204369.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204556.968750 Penalty: 3586.359375
	Iteration 4F: 3 clusters Score -204557 nChanged 65
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: -204749.953125 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -204750 nChanged 65
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: -204917.812500 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -204917.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -205093.406250 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -205093.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -205294.421875 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -205294.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205471.171875 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -205471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205610.515625 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -205610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -205763.218750 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -205763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -205841.906250 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -205841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -205855.062500 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -205855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -205863.531250 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -205863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -205873.734375 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -205873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -205887.859375 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -205887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -205901.203125 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -205901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205911.500000 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -205911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -205916.593750 Penalty: 3586.359375
	Iteration 19Q: 3 clusters Score -205916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -205919.968750 Penalty: 3586.359375
	Iteration 20F: 3 clusters Score -205920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -205922.406250 Penalty: 3586.359375
	Iteration 21Q: 3 clusters Score -205922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -205925.312500 Penalty: 3586.359375
	Iteration 22Q: 3 clusters Score -205925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -205929.406250 Penalty: 3586.359375
	Iteration 23Q: 3 clusters Score -205929.4 nChanged 2
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: -205933.906250 Penalty: 3586.359375
	Iteration 24Q: 3 clusters Score -205933.9 nChanged 0
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: -205933.906250 Penalty: 3586.359375
	Iteration 25F: 3 clusters Score -205933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 14237 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Mstep: Class 42 contains 542 members 
Entering Unmasked Estep 
Score: -120376616.000000 Penalty: 141521.562500
Splitting cluster 11 changes total score from -120364152.000000 to -120376616.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 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: -59459.656250 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59459.66 nChanged 73
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: -59609.730469 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59609.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59643.519531 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59643.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59676.824219 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59676.82 nChanged 6
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: -59685.726562 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59685.73 nChanged 2
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: -59691.882812 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59691.88 nChanged 4
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: -59710.660156 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59710.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59722.472656 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59722.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59732.031250 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -59732.03 nChanged 1
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: -59733.785156 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -59733.79 nChanged 1
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: -59735.078125 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -59735.08 nChanged 1
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: -59739.949219 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -59739.95 nChanged 0
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: -59739.949219 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -59739.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -2286620.750000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -2286621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2275557.000000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -2275557 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2279477.000000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -2279477 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2280155.750000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -2280156 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2280808.250000 Penalty: 4779.326172
	Iteration 3F: 3 clusters Score -2280808 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2281374.750000 Penalty: 4779.326172
	Iteration 4F: 3 clusters Score -2281375 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2281883.750000 Penalty: 4779.326172
	Iteration 5F: 3 clusters Score -2281884 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2282395.000000 Penalty: 4779.326172
	Iteration 6Q: 3 clusters Score -2282395 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2282901.250000 Penalty: 4779.326172
	Iteration 7Q: 3 clusters Score -2282901 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2283396.250000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -2283396 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2283819.000000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -2283819 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2284129.750000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -2284130 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2284358.250000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -2284358 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2284523.250000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -2284523 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2284679.000000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -2284679 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2284828.250000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -2284828 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2284955.000000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -2284955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2285091.500000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -2285092 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2285191.250000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -2285191 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2285306.250000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -2285306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2285443.250000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -2285443 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2285544.250000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -2285544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2285640.750000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -2285641 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2285749.000000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -2285749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2285846.750000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -2285847 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2285949.750000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -2285950 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2286054.250000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -2286054 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2286109.500000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -2286110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2286135.500000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -2286136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2286142.000000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -2286142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2286148.750000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -2286149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2286151.250000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -2286151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2286147.750000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -2286148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2286149.500000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -2286150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2286150.000000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -2286150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2286151.000000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -2286151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2286151.000000 Penalty: 4779.326172
	Iteration 35F: 3 clusters Score -2286151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Entering Unmasked Estep 
Score: -3298927.500000 Penalty: 2471.985107
	Iteration 0F: 2 clusters Score -3298928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3284057.750000 Penalty: 4943.970215
	Iteration 0F: 3 clusters Score -3284058 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3289437.000000 Penalty: 4943.970215
	Iteration 1F: 3 clusters Score -3289437 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3290206.750000 Penalty: 4943.970215
	Iteration 2F: 3 clusters Score -3290207 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3291114.750000 Penalty: 4943.970215
	Iteration 3F: 3 clusters Score -3291115 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3292233.000000 Penalty: 4943.970215
	Iteration 4F: 3 clusters Score -3292233 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3293352.000000 Penalty: 4943.970215
	Iteration 5F: 3 clusters Score -3293352 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3294260.750000 Penalty: 4943.970215
	Iteration 6F: 3 clusters Score -3294261 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3294817.500000 Penalty: 4943.970215
	Iteration 7Q: 3 clusters Score -3294818 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3295149.750000 Penalty: 4943.970215
	Iteration 8Q: 3 clusters Score -3295150 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3295401.500000 Penalty: 4943.970215
	Iteration 9Q: 3 clusters Score -3295402 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3295579.250000 Penalty: 4943.970215
	Iteration 10Q: 3 clusters Score -3295579 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3295720.000000 Penalty: 4943.970215
	Iteration 11Q: 3 clusters Score -3295720 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3295857.000000 Penalty: 4943.970215
	Iteration 12Q: 3 clusters Score -3295857 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3295975.750000 Penalty: 4943.970215
	Iteration 13Q: 3 clusters Score -3295976 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3296113.750000 Penalty: 4943.970215
	Iteration 14Q: 3 clusters Score -3296114 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3296258.000000 Penalty: 4943.970215
	Iteration 15Q: 3 clusters Score -3296258 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3296381.500000 Penalty: 4943.970215
	Iteration 16Q: 3 clusters Score -3296382 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3296480.250000 Penalty: 4943.970215
	Iteration 17Q: 3 clusters Score -3296480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3296610.500000 Penalty: 4943.970215
	Iteration 18Q: 3 clusters Score -3296610 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3296719.000000 Penalty: 4943.970215
	Iteration 19Q: 3 clusters Score -3296719 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3296825.750000 Penalty: 4943.970215
	Iteration 20F: 3 clusters Score -3296826 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3296914.000000 Penalty: 4943.970215
	Iteration 21Q: 3 clusters Score -3296914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3296999.000000 Penalty: 4943.970215
	Iteration 22Q: 3 clusters Score -3296999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3297060.000000 Penalty: 4943.970215
	Iteration 23Q: 3 clusters Score -3297060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3297087.250000 Penalty: 4943.970215
	Iteration 24Q: 3 clusters Score -3297087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3297114.500000 Penalty: 4943.970215
	Iteration 25Q: 3 clusters Score -3297114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3297136.750000 Penalty: 4943.970215
	Iteration 26Q: 3 clusters Score -3297137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3297162.000000 Penalty: 4943.970215
	Iteration 27Q: 3 clusters Score -3297162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3297182.750000 Penalty: 4943.970215
	Iteration 28Q: 3 clusters Score -3297183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3297209.750000 Penalty: 4943.970215
	Iteration 29Q: 3 clusters Score -3297210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3297239.500000 Penalty: 4943.970215
	Iteration 30Q: 3 clusters Score -3297240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3297254.500000 Penalty: 4943.970215
	Iteration 31Q: 3 clusters Score -3297254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3297256.500000 Penalty: 4943.970215
	Iteration 32Q: 3 clusters Score -3297256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3297264.250000 Penalty: 4943.970215
	Iteration 33Q: 3 clusters Score -3297264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3297269.500000 Penalty: 4943.970215
	Iteration 34Q: 3 clusters Score -3297270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3297280.500000 Penalty: 4943.970215
	Iteration 35Q: 3 clusters Score -3297280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3297282.500000 Penalty: 4943.970215
	Iteration 36Q: 3 clusters Score -3297282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3297284.750000 Penalty: 4943.970215
	Iteration 37Q: 3 clusters Score -3297285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3297286.750000 Penalty: 4943.970215
	Iteration 38Q: 3 clusters Score -3297287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3297289.000000 Penalty: 4943.970215
	Iteration 39Q: 3 clusters Score -3297289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3297290.000000 Penalty: 4943.970215
	Iteration 40F: 3 clusters Score -3297290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3297289.750000 Penalty: 4943.970215
	Iteration 41Q: 3 clusters Score -3297290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3297289.750000 Penalty: 4943.970215
	Iteration 42F: 3 clusters Score -3297290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -2099411.500000 Penalty: 2371.772705
	Iteration 0F: 2 clusters Score -2099412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2089059.250000 Penalty: 4743.545410
	Iteration 0F: 3 clusters Score -2089059 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2092460.500000 Penalty: 4743.545410
	Iteration 1F: 3 clusters Score -2092460 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2093051.000000 Penalty: 4743.545410
	Iteration 2F: 3 clusters Score -2093051 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2093717.250000 Penalty: 4743.545410
	Iteration 3F: 3 clusters Score -2093717 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2094418.875000 Penalty: 4743.545410
	Iteration 4F: 3 clusters Score -2094419 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2095127.750000 Penalty: 4743.545410
	Iteration 5F: 3 clusters Score -2095128 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2095826.500000 Penalty: 4743.545410
	Iteration 6F: 3 clusters Score -2095826 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2096568.625000 Penalty: 4743.545410
	Iteration 7F: 3 clusters Score -2096569 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2097262.250000 Penalty: 4743.545410
	Iteration 8F: 3 clusters Score -2097262 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2097904.750000 Penalty: 4743.545410
	Iteration 9Q: 3 clusters Score -2097905 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2098350.500000 Penalty: 4743.545410
	Iteration 10Q: 3 clusters Score -2098350 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2098596.000000 Penalty: 4743.545410
	Iteration 11Q: 3 clusters Score -2098596 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2098746.000000 Penalty: 4743.545410
	Iteration 12Q: 3 clusters Score -2098746 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2098830.500000 Penalty: 4743.545410
	Iteration 13Q: 3 clusters Score -2098830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2098899.000000 Penalty: 4743.545410
	Iteration 14Q: 3 clusters Score -2098899 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2098950.750000 Penalty: 4743.545410
	Iteration 15Q: 3 clusters Score -2098951 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2099017.750000 Penalty: 4743.545410
	Iteration 16Q: 3 clusters Score -2099018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2099089.750000 Penalty: 4743.545410
	Iteration 17Q: 3 clusters Score -2099090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2099153.500000 Penalty: 4743.545410
	Iteration 18Q: 3 clusters Score -2099154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2099209.000000 Penalty: 4743.545410
	Iteration 19Q: 3 clusters Score -2099209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2099297.750000 Penalty: 4743.545410
	Iteration 20F: 3 clusters Score -2099298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2099417.500000 Penalty: 4743.545410
	Iteration 21Q: 3 clusters Score -2099418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2099524.750000 Penalty: 4743.545410
	Iteration 22Q: 3 clusters Score -2099525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2099606.750000 Penalty: 4743.545410
	Iteration 23Q: 3 clusters Score -2099607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2099658.500000 Penalty: 4743.545410
	Iteration 24Q: 3 clusters Score -2099658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2099695.750000 Penalty: 4743.545410
	Iteration 25Q: 3 clusters Score -2099696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2099738.750000 Penalty: 4743.545410
	Iteration 26Q: 3 clusters Score -2099739 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2099771.750000 Penalty: 4743.545410
	Iteration 27Q: 3 clusters Score -2099772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2099789.250000 Penalty: 4743.545410
	Iteration 28Q: 3 clusters Score -2099789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2099802.250000 Penalty: 4743.545410
	Iteration 29Q: 3 clusters Score -2099802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2099816.750000 Penalty: 4743.545410
	Iteration 30Q: 3 clusters Score -2099817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2099831.000000 Penalty: 4743.545410
	Iteration 31Q: 3 clusters Score -2099831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2099837.500000 Penalty: 4743.545410
	Iteration 32Q: 3 clusters Score -2099838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2099847.750000 Penalty: 4743.545410
	Iteration 33Q: 3 clusters Score -2099848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2099853.250000 Penalty: 4743.545410
	Iteration 34Q: 3 clusters Score -2099853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2099861.250000 Penalty: 4743.545410
	Iteration 35Q: 3 clusters Score -2099861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2099862.750000 Penalty: 4743.545410
	Iteration 36Q: 3 clusters Score -2099863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2099866.750000 Penalty: 4743.545410
	Iteration 37Q: 3 clusters Score -2099867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2099866.500000 Penalty: 4743.545410
	Iteration 38Q: 3 clusters Score -2099866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2099866.750000 Penalty: 4743.545410
	Iteration 39Q: 3 clusters Score -2099867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2099868.500000 Penalty: 4743.545410
	Iteration 40F: 3 clusters Score -2099868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2099868.750000 Penalty: 4743.545410
	Iteration 41Q: 3 clusters Score -2099869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2099866.000000 Penalty: 4743.545410
	Iteration 42Q: 3 clusters Score -2099866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2099867.500000 Penalty: 4743.545410
	Iteration 43Q: 3 clusters Score -2099868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2099868.250000 Penalty: 4743.545410
	Iteration 44Q: 3 clusters Score -2099868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2099868.250000 Penalty: 4743.545410
	Iteration 45F: 3 clusters Score -2099868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Mstep: Class 42 contains 542 members 
Mstep: Class 43 contains 7880 members 
Entering Unmasked Estep 
Score: -120376056.000000 Penalty: 144891.109375
Splitting cluster 15 changes total score from -120364152.000000 to -120376056.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (62155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Entering Unmasked Estep 
Score: -9616841.000000 Penalty: 2737.271973
	Iteration 0F: 2 clusters Score -9616841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -9575273.000000 Penalty: 5474.543945
	Iteration 0F: 3 clusters Score -9575273 nChanged 29096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -9591672.000000 Penalty: 5474.543945
	Iteration 1F: 3 clusters Score -9591672 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -9592384.000000 Penalty: 5474.543945
	Iteration 2Q: 3 clusters Score -9592384 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -9593135.000000 Penalty: 5474.543945
	Iteration 3Q: 3 clusters Score -9593135 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -9594016.000000 Penalty: 5474.543945
	Iteration 4Q: 3 clusters Score -9594016 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9595126.000000 Penalty: 5474.543945
	Iteration 5Q: 3 clusters Score -9595126 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -9596467.000000 Penalty: 5474.543945
	Iteration 6Q: 3 clusters Score -9596467 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -9598238.000000 Penalty: 5474.543945
	Iteration 7F: 3 clusters Score -9598238 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -9600501.000000 Penalty: 5474.543945
	Iteration 8F: 3 clusters Score -9600501 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -9603020.000000 Penalty: 5474.543945
	Iteration 9F: 3 clusters Score -9603020 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -9605494.000000 Penalty: 5474.543945
	Iteration 10F: 3 clusters Score -9605494 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -9607748.000000 Penalty: 5474.543945
	Iteration 11Q: 3 clusters Score -9607748 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -9609408.000000 Penalty: 5474.543945
	Iteration 12Q: 3 clusters Score -9609408 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -9610602.000000 Penalty: 5474.543945
	Iteration 13Q: 3 clusters Score -9610602 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -9611574.000000 Penalty: 5474.543945
	Iteration 14Q: 3 clusters Score -9611574 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9612323.000000 Penalty: 5474.543945
	Iteration 15Q: 3 clusters Score -9612323 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9613007.000000 Penalty: 5474.543945
	Iteration 16Q: 3 clusters Score -9613007 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9613518.000000 Penalty: 5474.543945
	Iteration 17Q: 3 clusters Score -9613518 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9613845.000000 Penalty: 5474.543945
	Iteration 18Q: 3 clusters Score -9613845 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9614093.000000 Penalty: 5474.543945
	Iteration 19Q: 3 clusters Score -9614093 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9614249.000000 Penalty: 5474.543945
	Iteration 20F: 3 clusters Score -9614249 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9614342.000000 Penalty: 5474.543945
	Iteration 21Q: 3 clusters Score -9614342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9614436.000000 Penalty: 5474.543945
	Iteration 22Q: 3 clusters Score -9614436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9614502.000000 Penalty: 5474.543945
	Iteration 23Q: 3 clusters Score -9614502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9614558.000000 Penalty: 5474.543945
	Iteration 24Q: 3 clusters Score -9614558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9614593.000000 Penalty: 5474.543945
	Iteration 25Q: 3 clusters Score -9614593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9614603.000000 Penalty: 5474.543945
	Iteration 26Q: 3 clusters Score -9614603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9614619.000000 Penalty: 5474.543945
	Iteration 27Q: 3 clusters Score -9614619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9614628.000000 Penalty: 5474.543945
	Iteration 28Q: 3 clusters Score -9614628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9614649.000000 Penalty: 5474.543945
	Iteration 29Q: 3 clusters Score -9614649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9614656.000000 Penalty: 5474.543945
	Iteration 30Q: 3 clusters Score -9614656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9614667.000000 Penalty: 5474.543945
	Iteration 31Q: 3 clusters Score -9614667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9614667.000000 Penalty: 5474.543945
	Iteration 32Q: 3 clusters Score -9614667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9614677.000000 Penalty: 5474.543945
	Iteration 33Q: 3 clusters Score -9614677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9614661.000000 Penalty: 5474.543945
	Iteration 34Q: 3 clusters Score -9614661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9614666.000000 Penalty: 5474.543945
	Iteration 35Q: 3 clusters Score -9614666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9614672.000000 Penalty: 5474.543945
	Iteration 36Q: 3 clusters Score -9614672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9614672.000000 Penalty: 5474.543945
	Iteration 37Q: 3 clusters Score -9614672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9614673.000000 Penalty: 5474.543945
	Iteration 38Q: 3 clusters Score -9614673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9614680.000000 Penalty: 5474.543945
	Iteration 39Q: 3 clusters Score -9614680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9614692.000000 Penalty: 5474.543945
	Iteration 40F: 3 clusters Score -9614692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9614699.000000 Penalty: 5474.543945
	Iteration 41Q: 3 clusters Score -9614699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9614702.000000 Penalty: 5474.543945
	Iteration 42Q: 3 clusters Score -9614702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9614709.000000 Penalty: 5474.543945
	Iteration 43Q: 3 clusters Score -9614709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9614706.000000 Penalty: 5474.543945
	Iteration 44Q: 3 clusters Score -9614706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9614712.000000 Penalty: 5474.543945
	Iteration 45Q: 3 clusters Score -9614712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9614702.000000 Penalty: 5474.543945
	Iteration 46Q: 3 clusters Score -9614702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9614702.000000 Penalty: 5474.543945
	Iteration 47Q: 3 clusters Score -9614702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9614704.000000 Penalty: 5474.543945
	Iteration 48Q: 3 clusters Score -9614704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9614707.000000 Penalty: 5474.543945
	Iteration 49Q: 3 clusters Score -9614707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9614708.000000 Penalty: 5474.543945
	Iteration 50Q: 3 clusters Score -9614708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9614703.000000 Penalty: 5474.543945
	Iteration 51Q: 3 clusters Score -9614703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9614711.000000 Penalty: 5474.543945
	Iteration 52Q: 3 clusters Score -9614711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9614711.000000 Penalty: 5474.543945
	Iteration 53F: 3 clusters Score -9614711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -203599.140625 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -203599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -201441.593750 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -201441.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -201877.968750 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -201878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -202047.500000 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -202047.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202170.343750 Penalty: 3605.384277
	Iteration 3F: 3 clusters Score -202170.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -202249.500000 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -202249.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -202314.562500 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -202314.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -202376.343750 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -202376.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202451.546875 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -202451.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -202575.109375 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -202575.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -202647.515625 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -202647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -202679.953125 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -202680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202707.390625 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -202707.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202724.500000 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -202724.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -202734.171875 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -202734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202738.218750 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -202738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -202743.265625 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -202743.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202748.843750 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -202748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -202753.343750 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -202753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202754.765625 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -202754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202756.203125 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -202756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -202756.437500 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -202756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202761.843750 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -202761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202766.593750 Penalty: 3605.384277
	Iteration 22Q: 3 clusters Score -202766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202767.093750 Penalty: 3605.384277
	Iteration 23Q: 3 clusters Score -202767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202767.093750 Penalty: 3605.384277
	Iteration 24F: 3 clusters Score -202767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Entering Unmasked Estep 
Score: -6358247.000000 Penalty: 2634.197998
	Iteration 0F: 2 clusters Score -6358247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -6330463.000000 Penalty: 5268.395996
	Iteration 0F: 3 clusters Score -6330463 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -6341624.500000 Penalty: 5268.395996
	Iteration 1F: 3 clusters Score -6341624 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -6342871.000000 Penalty: 5268.395996
	Iteration 2F: 3 clusters Score -6342871 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -6344124.500000 Penalty: 5268.395996
	Iteration 3F: 3 clusters Score -6344124 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -6345401.500000 Penalty: 5268.395996
	Iteration 4F: 3 clusters Score -6345402 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6346841.000000 Penalty: 5268.395996
	Iteration 5F: 3 clusters Score -6346841 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6348633.500000 Penalty: 5268.395996
	Iteration 6F: 3 clusters Score -6348634 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -6350498.000000 Penalty: 5268.395996
	Iteration 7F: 3 clusters Score -6350498 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6352312.500000 Penalty: 5268.395996
	Iteration 8F: 3 clusters Score -6352312 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6353757.500000 Penalty: 5268.395996
	Iteration 9Q: 3 clusters Score -6353758 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -6354709.000000 Penalty: 5268.395996
	Iteration 10Q: 3 clusters Score -6354709 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -6355348.000000 Penalty: 5268.395996
	Iteration 11Q: 3 clusters Score -6355348 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -6355836.500000 Penalty: 5268.395996
	Iteration 12Q: 3 clusters Score -6355836 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -6356254.000000 Penalty: 5268.395996
	Iteration 13Q: 3 clusters Score -6356254 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -6356499.000000 Penalty: 5268.395996
	Iteration 14Q: 3 clusters Score -6356499 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -6356684.000000 Penalty: 5268.395996
	Iteration 15Q: 3 clusters Score -6356684 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6356819.500000 Penalty: 5268.395996
	Iteration 16Q: 3 clusters Score -6356820 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -6356904.000000 Penalty: 5268.395996
	Iteration 17Q: 3 clusters Score -6356904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -6357005.500000 Penalty: 5268.395996
	Iteration 18Q: 3 clusters Score -6357006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -6357090.500000 Penalty: 5268.395996
	Iteration 19Q: 3 clusters Score -6357090 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -6357158.000000 Penalty: 5268.395996
	Iteration 20F: 3 clusters Score -6357158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -6357215.000000 Penalty: 5268.395996
	Iteration 21Q: 3 clusters Score -6357215 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6357265.000000 Penalty: 5268.395996
	Iteration 22Q: 3 clusters Score -6357265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -6357319.000000 Penalty: 5268.395996
	Iteration 23Q: 3 clusters Score -6357319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -6357344.500000 Penalty: 5268.395996
	Iteration 24Q: 3 clusters Score -6357344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -6357371.500000 Penalty: 5268.395996
	Iteration 25Q: 3 clusters Score -6357372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6357390.000000 Penalty: 5268.395996
	Iteration 26Q: 3 clusters Score -6357390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6357392.500000 Penalty: 5268.395996
	Iteration 27Q: 3 clusters Score -6357392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -6357397.500000 Penalty: 5268.395996
	Iteration 28Q: 3 clusters Score -6357398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -6357409.500000 Penalty: 5268.395996
	Iteration 29Q: 3 clusters Score -6357410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -6357428.000000 Penalty: 5268.395996
	Iteration 30Q: 3 clusters Score -6357428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -6357428.500000 Penalty: 5268.395996
	Iteration 31Q: 3 clusters Score -6357428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6357426.500000 Penalty: 5268.395996
	Iteration 32Q: 3 clusters Score -6357426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -6357434.500000 Penalty: 5268.395996
	Iteration 33Q: 3 clusters Score -6357434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -6357439.500000 Penalty: 5268.395996
	Iteration 34Q: 3 clusters Score -6357440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -6357449.500000 Penalty: 5268.395996
	Iteration 35Q: 3 clusters Score -6357450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -6357444.500000 Penalty: 5268.395996
	Iteration 36Q: 3 clusters Score -6357444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -6357458.000000 Penalty: 5268.395996
	Iteration 37Q: 3 clusters Score -6357458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -6357466.000000 Penalty: 5268.395996
	Iteration 38Q: 3 clusters Score -6357466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -6357468.500000 Penalty: 5268.395996
	Iteration 39Q: 3 clusters Score -6357468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -6357491.000000 Penalty: 5268.395996
	Iteration 40F: 3 clusters Score -6357491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -6357505.500000 Penalty: 5268.395996
	Iteration 41Q: 3 clusters Score -6357506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -6357518.000000 Penalty: 5268.395996
	Iteration 42Q: 3 clusters Score -6357518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -6357535.500000 Penalty: 5268.395996
	Iteration 43Q: 3 clusters Score -6357536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6357556.500000 Penalty: 5268.395996
	Iteration 44Q: 3 clusters Score -6357556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6357573.000000 Penalty: 5268.395996
	Iteration 45Q: 3 clusters Score -6357573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -6357587.000000 Penalty: 5268.395996
	Iteration 46Q: 3 clusters Score -6357587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -6357592.000000 Penalty: 5268.395996
	Iteration 47Q: 3 clusters Score -6357592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -6357596.500000 Penalty: 5268.395996
	Iteration 48Q: 3 clusters Score -6357596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6357609.000000 Penalty: 5268.395996
	Iteration 49Q: 3 clusters Score -6357609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6357606.500000 Penalty: 5268.395996
	Iteration 50Q: 3 clusters Score -6357606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -6357611.500000 Penalty: 5268.395996
	Iteration 51Q: 3 clusters Score -6357612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -6357615.500000 Penalty: 5268.395996
	Iteration 52Q: 3 clusters Score -6357616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -6357615.000000 Penalty: 5268.395996
	Iteration 53Q: 3 clusters Score -6357615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -6357619.500000 Penalty: 5268.395996
	Iteration 54Q: 3 clusters Score -6357620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -6357615.500000 Penalty: 5268.395996
	Iteration 55Q: 3 clusters Score -6357616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6357616.000000 Penalty: 5268.395996
	Iteration 56Q: 3 clusters Score -6357616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -6357618.000000 Penalty: 5268.395996
	Iteration 57Q: 3 clusters Score -6357618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -6357625.000000 Penalty: 5268.395996
	Iteration 58Q: 3 clusters Score -6357625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -6357625.500000 Penalty: 5268.395996
	Iteration 59Q: 3 clusters Score -6357626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -6357623.500000 Penalty: 5268.395996
	Iteration 60F: 3 clusters Score -6357624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -6357616.500000 Penalty: 5268.395996
	Iteration 61Q: 3 clusters Score -6357616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -6357621.500000 Penalty: 5268.395996
	Iteration 62Q: 3 clusters Score -6357622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6357640.000000 Penalty: 5268.395996
	Iteration 63Q: 3 clusters Score -6357640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -6357649.500000 Penalty: 5268.395996
	Iteration 64Q: 3 clusters Score -6357650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -6357652.000000 Penalty: 5268.395996
	Iteration 65Q: 3 clusters Score -6357652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6357651.500000 Penalty: 5268.395996
	Iteration 66Q: 3 clusters Score -6357652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6357655.000000 Penalty: 5268.395996
	Iteration 67Q: 3 clusters Score -6357655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -6357650.500000 Penalty: 5268.395996
	Iteration 68Q: 3 clusters Score -6357650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -6357649.500000 Penalty: 5268.395996
	Iteration 69Q: 3 clusters Score -6357650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6357655.000000 Penalty: 5268.395996
	Iteration 70Q: 3 clusters Score -6357655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6357659.000000 Penalty: 5268.395996
	Iteration 71Q: 3 clusters Score -6357659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6357658.500000 Penalty: 5268.395996
	Iteration 72Q: 3 clusters Score -6357658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6357658.500000 Penalty: 5268.395996
	Iteration 73Q: 3 clusters Score -6357658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6357660.000000 Penalty: 5268.395996
	Iteration 74Q: 3 clusters Score -6357660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6357660.000000 Penalty: 5268.395996
	Iteration 75F: 3 clusters Score -6357660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Entering Unmasked Estep 
Score: -17048368.000000 Penalty: 2874.865234
	Iteration 0F: 2 clusters Score -1.704837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -16981062.000000 Penalty: 5749.730469
	Iteration 0F: 3 clusters Score -1.698106e+07 nChanged 51364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -17010820.000000 Penalty: 5749.730469
	Iteration 1F: 3 clusters Score -1.701082e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -17012216.000000 Penalty: 5749.730469
	Iteration 2Q: 3 clusters Score -1.701222e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -17014166.000000 Penalty: 5749.730469
	Iteration 3Q: 3 clusters Score -1.701417e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -17017002.000000 Penalty: 5749.730469
	Iteration 4F: 3 clusters Score -1.7017e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -17021018.000000 Penalty: 5749.730469
	Iteration 5F: 3 clusters Score -1.702102e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -17026028.000000 Penalty: 5749.730469
	Iteration 6F: 3 clusters Score -1.702603e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -17031776.000000 Penalty: 5749.730469
	Iteration 7F: 3 clusters Score -1.703178e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -17036336.000000 Penalty: 5749.730469
	Iteration 8F: 3 clusters Score -1.703634e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -17039566.000000 Penalty: 5749.730469
	Iteration 9Q: 3 clusters Score -1.703957e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -17041576.000000 Penalty: 5749.730469
	Iteration 10Q: 3 clusters Score -1.704158e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -17042838.000000 Penalty: 5749.730469
	Iteration 11Q: 3 clusters Score -1.704284e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -17043546.000000 Penalty: 5749.730469
	Iteration 12Q: 3 clusters Score -1.704355e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -17044068.000000 Penalty: 5749.730469
	Iteration 13Q: 3 clusters Score -1.704407e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -17044510.000000 Penalty: 5749.730469
	Iteration 14Q: 3 clusters Score -1.704451e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -17044874.000000 Penalty: 5749.730469
	Iteration 15Q: 3 clusters Score -1.704487e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -17045108.000000 Penalty: 5749.730469
	Iteration 16Q: 3 clusters Score -1.704511e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -17045240.000000 Penalty: 5749.730469
	Iteration 17Q: 3 clusters Score -1.704524e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -17045396.000000 Penalty: 5749.730469
	Iteration 18Q: 3 clusters Score -1.70454e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 106363 members 
Entering Unmasked Estep 
Score: -17045466.000000 Penalty: 5749.730469
	Iteration 19Q: 3 clusters Score -1.704547e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -17045568.000000 Penalty: 5749.730469
	Iteration 20F: 3 clusters Score -1.704557e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -17045632.000000 Penalty: 5749.730469
	Iteration 21Q: 3 clusters Score -1.704563e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 106654 members 
Entering Unmasked Estep 
Score: -17045686.000000 Penalty: 5749.730469
	Iteration 22Q: 3 clusters Score -1.704569e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -17045730.000000 Penalty: 5749.730469
	Iteration 23Q: 3 clusters Score -1.704573e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -17045770.000000 Penalty: 5749.730469
	Iteration 24Q: 3 clusters Score -1.704577e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -17045770.000000 Penalty: 5749.730469
	Iteration 25Q: 3 clusters Score -1.704577e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -17045812.000000 Penalty: 5749.730469
	Iteration 26Q: 3 clusters Score -1.704581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -17045842.000000 Penalty: 5749.730469
	Iteration 27Q: 3 clusters Score -1.704584e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 106972 members 
Entering Unmasked Estep 
Score: -17045846.000000 Penalty: 5749.730469
	Iteration 28Q: 3 clusters Score -1.704585e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -17045862.000000 Penalty: 5749.730469
	Iteration 29Q: 3 clusters Score -1.704586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -17045868.000000 Penalty: 5749.730469
	Iteration 30Q: 3 clusters Score -1.704587e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -17045894.000000 Penalty: 5749.730469
	Iteration 31Q: 3 clusters Score -1.704589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -17045896.000000 Penalty: 5749.730469
	Iteration 32Q: 3 clusters Score -1.70459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -17045900.000000 Penalty: 5749.730469
	Iteration 33Q: 3 clusters Score -1.70459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -17045890.000000 Penalty: 5749.730469
	Iteration 34Q: 3 clusters Score -1.704589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -17045900.000000 Penalty: 5749.730469
	Iteration 35Q: 3 clusters Score -1.70459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -17045900.000000 Penalty: 5749.730469
	Iteration 36Q: 3 clusters Score -1.70459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -17045908.000000 Penalty: 5749.730469
	Iteration 37Q: 3 clusters Score -1.704591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 107071 members 
Entering Unmasked Estep 
Score: -17045900.000000 Penalty: 5749.730469
	Iteration 38Q: 3 clusters Score -1.70459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -17045904.000000 Penalty: 5749.730469
	Iteration 39Q: 3 clusters Score -1.70459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -17045900.000000 Penalty: 5749.730469
	Iteration 40F: 3 clusters Score -1.70459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -17045910.000000 Penalty: 5749.730469
	Iteration 41Q: 3 clusters Score -1.704591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -17045910.000000 Penalty: 5749.730469
	Iteration 42Q: 3 clusters Score -1.704591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -17045906.000000 Penalty: 5749.730469
	Iteration 43Q: 3 clusters Score -1.704591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -17045908.000000 Penalty: 5749.730469
	Iteration 44Q: 3 clusters Score -1.704591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -17045906.000000 Penalty: 5749.730469
	Iteration 45Q: 3 clusters Score -1.704591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -17045910.000000 Penalty: 5749.730469
	Iteration 46Q: 3 clusters Score -1.704591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -17045912.000000 Penalty: 5749.730469
	Iteration 47Q: 3 clusters Score -1.704591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -17045904.000000 Penalty: 5749.730469
	Iteration 48Q: 3 clusters Score -1.70459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -17045914.000000 Penalty: 5749.730469
	Iteration 49Q: 3 clusters Score -1.704591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -17045916.000000 Penalty: 5749.730469
	Iteration 50Q: 3 clusters Score -1.704592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -17045918.000000 Penalty: 5749.730469
	Iteration 51Q: 3 clusters Score -1.704592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -17045930.000000 Penalty: 5749.730469
	Iteration 52Q: 3 clusters Score -1.704593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -17045928.000000 Penalty: 5749.730469
	Iteration 53Q: 3 clusters Score -1.704593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -17045926.000000 Penalty: 5749.730469
	Iteration 54Q: 3 clusters Score -1.704593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -17045922.000000 Penalty: 5749.730469
	Iteration 55Q: 3 clusters Score -1.704592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -17045920.000000 Penalty: 5749.730469
	Iteration 56Q: 3 clusters Score -1.704592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -17045920.000000 Penalty: 5749.730469
	Iteration 57F: 3 clusters Score -1.704592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1034907.750000 Penalty: 2195.815186
	Iteration 0F: 2 clusters Score -1034908 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 3538 members 
Entering Unmasked Estep 
Score: -1029240.937500 Penalty: 4391.630371
	Iteration 0F: 3 clusters Score -1029241 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1030862.375000 Penalty: 4391.630371
	Iteration 1F: 3 clusters Score -1030862 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1031282.687500 Penalty: 4391.630371
	Iteration 2F: 3 clusters Score -1031283 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1031685.187500 Penalty: 4391.630371
	Iteration 3F: 3 clusters Score -1031685 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1032015.187500 Penalty: 4391.630371
	Iteration 4F: 3 clusters Score -1032015 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1032261.000000 Penalty: 4391.630371
	Iteration 5F: 3 clusters Score -1032261 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1032451.062500 Penalty: 4391.630371
	Iteration 6Q: 3 clusters Score -1032451 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1032621.250000 Penalty: 4391.630371
	Iteration 7Q: 3 clusters Score -1032621 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1032757.125000 Penalty: 4391.630371
	Iteration 8Q: 3 clusters Score -1032757 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1032851.500000 Penalty: 4391.630371
	Iteration 9Q: 3 clusters Score -1032852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1032928.500000 Penalty: 4391.630371
	Iteration 10Q: 3 clusters Score -1032928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1032990.125000 Penalty: 4391.630371
	Iteration 11Q: 3 clusters Score -1032990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1033033.562500 Penalty: 4391.630371
	Iteration 12Q: 3 clusters Score -1033034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1033065.625000 Penalty: 4391.630371
	Iteration 13Q: 3 clusters Score -1033066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1033106.000000 Penalty: 4391.630371
	Iteration 14Q: 3 clusters Score -1033106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1033140.437500 Penalty: 4391.630371
	Iteration 15Q: 3 clusters Score -1033140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1033171.062500 Penalty: 4391.630371
	Iteration 16Q: 3 clusters Score -1033171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1033199.437500 Penalty: 4391.630371
	Iteration 17Q: 3 clusters Score -1033199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1033228.312500 Penalty: 4391.630371
	Iteration 18Q: 3 clusters Score -1033228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1033268.437500 Penalty: 4391.630371
	Iteration 19Q: 3 clusters Score -1033268 nChanged 74
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: -1033337.312500 Penalty: 4391.630371
	Iteration 20F: 3 clusters Score -1033337 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1033398.375000 Penalty: 4391.630371
	Iteration 21Q: 3 clusters Score -1033398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1033458.687500 Penalty: 4391.630371
	Iteration 22Q: 3 clusters Score -1033459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1033508.562500 Penalty: 4391.630371
	Iteration 23Q: 3 clusters Score -1033509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1033564.187500 Penalty: 4391.630371
	Iteration 24Q: 3 clusters Score -1033564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1033605.500000 Penalty: 4391.630371
	Iteration 25Q: 3 clusters Score -1033606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1033646.375000 Penalty: 4391.630371
	Iteration 26Q: 3 clusters Score -1033646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1033707.062500 Penalty: 4391.630371
	Iteration 27Q: 3 clusters Score -1033707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1033754.062500 Penalty: 4391.630371
	Iteration 28Q: 3 clusters Score -1033754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1033793.687500 Penalty: 4391.630371
	Iteration 29Q: 3 clusters Score -1033794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1033827.125000 Penalty: 4391.630371
	Iteration 30Q: 3 clusters Score -1033827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1033846.312500 Penalty: 4391.630371
	Iteration 31Q: 3 clusters Score -1033846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1033864.562500 Penalty: 4391.630371
	Iteration 32Q: 3 clusters Score -1033865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1033873.687500 Penalty: 4391.630371
	Iteration 33Q: 3 clusters Score -1033874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1033888.375000 Penalty: 4391.630371
	Iteration 34Q: 3 clusters Score -1033888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1033892.625000 Penalty: 4391.630371
	Iteration 35Q: 3 clusters Score -1033893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1033897.062500 Penalty: 4391.630371
	Iteration 36Q: 3 clusters Score -1033897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1033901.812500 Penalty: 4391.630371
	Iteration 37Q: 3 clusters Score -1033902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1033904.625000 Penalty: 4391.630371
	Iteration 38Q: 3 clusters Score -1033905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1033905.437500 Penalty: 4391.630371
	Iteration 39Q: 3 clusters Score -1033905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1033906.250000 Penalty: 4391.630371
	Iteration 40F: 3 clusters Score -1033906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1033907.375000 Penalty: 4391.630371
	Iteration 41Q: 3 clusters Score -1033907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1033907.937500 Penalty: 4391.630371
	Iteration 42Q: 3 clusters Score -1033908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1033907.625000 Penalty: 4391.630371
	Iteration 43Q: 3 clusters Score -1033908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1033909.625000 Penalty: 4391.630371
	Iteration 44Q: 3 clusters Score -1033910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1033909.500000 Penalty: 4391.630371
	Iteration 45Q: 3 clusters Score -1033910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1033910.125000 Penalty: 4391.630371
	Iteration 46Q: 3 clusters Score -1033910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1033910.125000 Penalty: 4391.630371
	Iteration 47F: 3 clusters Score -1033910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (54883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Entering Unmasked Estep 
Score: -8613553.000000 Penalty: 2706.413818
	Iteration 0F: 2 clusters Score -8613553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8576861.000000 Penalty: 5412.827637
	Iteration 0F: 3 clusters Score -8576861 nChanged 25241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -8591042.000000 Penalty: 5412.827637
	Iteration 1F: 3 clusters Score -8591042 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -8591752.000000 Penalty: 5412.827637
	Iteration 2Q: 3 clusters Score -8591752 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -8592451.000000 Penalty: 5412.827637
	Iteration 3Q: 3 clusters Score -8592451 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8593259.000000 Penalty: 5412.827637
	Iteration 4Q: 3 clusters Score -8593259 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -8594313.000000 Penalty: 5412.827637
	Iteration 5Q: 3 clusters Score -8594313 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8595630.000000 Penalty: 5412.827637
	Iteration 6Q: 3 clusters Score -8595630 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -8597447.000000 Penalty: 5412.827637
	Iteration 7F: 3 clusters Score -8597447 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -8599773.000000 Penalty: 5412.827637
	Iteration 8F: 3 clusters Score -8599773 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -8602311.000000 Penalty: 5412.827637
	Iteration 9F: 3 clusters Score -8602311 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8604388.000000 Penalty: 5412.827637
	Iteration 10F: 3 clusters Score -8604388 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -8605874.000000 Penalty: 5412.827637
	Iteration 11Q: 3 clusters Score -8605874 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -8606693.000000 Penalty: 5412.827637
	Iteration 12Q: 3 clusters Score -8606693 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -8607350.000000 Penalty: 5412.827637
	Iteration 13Q: 3 clusters Score -8607350 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -8607835.000000 Penalty: 5412.827637
	Iteration 14Q: 3 clusters Score -8607835 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8608238.000000 Penalty: 5412.827637
	Iteration 15Q: 3 clusters Score -8608238 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -8608572.000000 Penalty: 5412.827637
	Iteration 16Q: 3 clusters Score -8608572 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8608836.000000 Penalty: 5412.827637
	Iteration 17Q: 3 clusters Score -8608836 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -8609092.000000 Penalty: 5412.827637
	Iteration 18Q: 3 clusters Score -8609092 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -8609281.000000 Penalty: 5412.827637
	Iteration 19Q: 3 clusters Score -8609281 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -8609431.000000 Penalty: 5412.827637
	Iteration 20F: 3 clusters Score -8609431 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -8609561.000000 Penalty: 5412.827637
	Iteration 21Q: 3 clusters Score -8609561 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8609718.000000 Penalty: 5412.827637
	Iteration 22Q: 3 clusters Score -8609718 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8609846.000000 Penalty: 5412.827637
	Iteration 23Q: 3 clusters Score -8609846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8609920.000000 Penalty: 5412.827637
	Iteration 24Q: 3 clusters Score -8609920 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8609959.000000 Penalty: 5412.827637
	Iteration 25Q: 3 clusters Score -8609959 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8610060.000000 Penalty: 5412.827637
	Iteration 26Q: 3 clusters Score -8610060 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8610165.000000 Penalty: 5412.827637
	Iteration 27Q: 3 clusters Score -8610165 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8610195.000000 Penalty: 5412.827637
	Iteration 28Q: 3 clusters Score -8610195 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8610254.000000 Penalty: 5412.827637
	Iteration 29Q: 3 clusters Score -8610254 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8610300.000000 Penalty: 5412.827637
	Iteration 30Q: 3 clusters Score -8610300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8610353.000000 Penalty: 5412.827637
	Iteration 31Q: 3 clusters Score -8610353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8610376.000000 Penalty: 5412.827637
	Iteration 32Q: 3 clusters Score -8610376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8610429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8610452.000000 Penalty: 5412.827637
	Iteration 34Q: 3 clusters Score -8610452 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8610465.000000 Penalty: 5412.827637
	Iteration 35Q: 3 clusters Score -8610465 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8610461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8610484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8610492.000000 Penalty: 5412.827637
	Iteration 38Q: 3 clusters Score -8610492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8610549.000000 Penalty: 5412.827637
	Iteration 39Q: 3 clusters Score -8610549 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8610568.000000 Penalty: 5412.827637
	Iteration 40F: 3 clusters Score -8610568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8610596.000000 Penalty: 5412.827637
	Iteration 41Q: 3 clusters Score -8610596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8610605.000000 Penalty: 5412.827637
	Iteration 42Q: 3 clusters Score -8610605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8610618.000000 Penalty: 5412.827637
	Iteration 43Q: 3 clusters Score -8610618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8610619.000000 Penalty: 5412.827637
	Iteration 44Q: 3 clusters Score -8610619 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8610643.000000 Penalty: 5412.827637
	Iteration 45Q: 3 clusters Score -8610643 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -8610662.000000 Penalty: 5412.827637
	Iteration 46Q: 3 clusters Score -8610662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -8610676.000000 Penalty: 5412.827637
	Iteration 47Q: 3 clusters Score -8610676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -8610669.000000 Penalty: 5412.827637
	Iteration 48Q: 3 clusters Score -8610669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8610693.000000 Penalty: 5412.827637
	Iteration 49Q: 3 clusters Score -8610693 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -8610683.000000 Penalty: 5412.827637
	Iteration 50Q: 3 clusters Score -8610683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -8610694.000000 Penalty: 5412.827637
	Iteration 51Q: 3 clusters Score -8610694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -8610677.000000 Penalty: 5412.827637
	Iteration 52Q: 3 clusters Score -8610677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -8610678.000000 Penalty: 5412.827637
	Iteration 53Q: 3 clusters Score -8610678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -8610712.000000 Penalty: 5412.827637
	Iteration 54Q: 3 clusters Score -8610712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -8610725.000000 Penalty: 5412.827637
	Iteration 55Q: 3 clusters Score -8610725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -8610746.000000 Penalty: 5412.827637
	Iteration 56Q: 3 clusters Score -8610746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -8610758.000000 Penalty: 5412.827637
	Iteration 57Q: 3 clusters Score -8610758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8610750.000000 Penalty: 5412.827637
	Iteration 58Q: 3 clusters Score -8610750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -8610759.000000 Penalty: 5412.827637
	Iteration 59Q: 3 clusters Score -8610759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -8610770.000000 Penalty: 5412.827637
	Iteration 60F: 3 clusters Score -8610770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -8610753.000000 Penalty: 5412.827637
	Iteration 61Q: 3 clusters Score -8610753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -8610761.000000 Penalty: 5412.827637
	Iteration 62Q: 3 clusters Score -8610761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -8610772.000000 Penalty: 5412.827637
	Iteration 63Q: 3 clusters Score -8610772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -8610767.000000 Penalty: 5412.827637
	Iteration 64Q: 3 clusters Score -8610767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8610772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -8610766.000000 Penalty: 5412.827637
	Iteration 66Q: 3 clusters Score -8610766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -8610775.000000 Penalty: 5412.827637
	Iteration 67Q: 3 clusters Score -8610775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -8610789.000000 Penalty: 5412.827637
	Iteration 68Q: 3 clusters Score -8610789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -8610798.000000 Penalty: 5412.827637
	Iteration 69Q: 3 clusters Score -8610798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -8610803.000000 Penalty: 5412.827637
	Iteration 70Q: 3 clusters Score -8610803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -8610813.000000 Penalty: 5412.827637
	Iteration 71Q: 3 clusters Score -8610813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -8610831.000000 Penalty: 5412.827637
	Iteration 72Q: 3 clusters Score -8610831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -8610822.000000 Penalty: 5412.827637
	Iteration 73Q: 3 clusters Score -8610822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -8610832.000000 Penalty: 5412.827637
	Iteration 74Q: 3 clusters Score -8610832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -8610824.000000 Penalty: 5412.827637
	Iteration 75Q: 3 clusters Score -8610824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -8610830.000000 Penalty: 5412.827637
	Iteration 76Q: 3 clusters Score -8610830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -8610832.000000 Penalty: 5412.827637
	Iteration 77Q: 3 clusters Score -8610832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -8610840.000000 Penalty: 5412.827637
	Iteration 78Q: 3 clusters Score -8610840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -8610846.000000 Penalty: 5412.827637
	Iteration 79Q: 3 clusters Score -8610846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -8610845.000000 Penalty: 5412.827637
	Iteration 80F: 3 clusters Score -8610845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -8610872.000000 Penalty: 5412.827637
	Iteration 81Q: 3 clusters Score -8610872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -8610871.000000 Penalty: 5412.827637
	Iteration 82Q: 3 clusters Score -8610871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -8610870.000000 Penalty: 5412.827637
	Iteration 83Q: 3 clusters Score -8610870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -8610874.000000 Penalty: 5412.827637
	Iteration 84Q: 3 clusters Score -8610874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -8610875.000000 Penalty: 5412.827637
	Iteration 85Q: 3 clusters Score -8610875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -8610873.000000 Penalty: 5412.827637
	Iteration 86Q: 3 clusters Score -8610873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -8610871.000000 Penalty: 5412.827637
	Iteration 87Q: 3 clusters Score -8610871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -8610892.000000 Penalty: 5412.827637
	Iteration 88Q: 3 clusters Score -8610892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -8610908.000000 Penalty: 5412.827637
	Iteration 89Q: 3 clusters Score -8610908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -8610916.000000 Penalty: 5412.827637
	Iteration 90Q: 3 clusters Score -8610916 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -8610922.000000 Penalty: 5412.827637
	Iteration 91Q: 3 clusters Score -8610922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -8610918.000000 Penalty: 5412.827637
	Iteration 92Q: 3 clusters Score -8610918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -8610930.000000 Penalty: 5412.827637
	Iteration 93Q: 3 clusters Score -8610930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -8610933.000000 Penalty: 5412.827637
	Iteration 94Q: 3 clusters Score -8610933 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -8610962.000000 Penalty: 5412.827637
	Iteration 95Q: 3 clusters Score -8610962 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -8610970.000000 Penalty: 5412.827637
	Iteration 96Q: 3 clusters Score -8610970 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8610963.000000 Penalty: 5412.827637
	Iteration 97Q: 3 clusters Score -8610963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -8610990.000000 Penalty: 5412.827637
	Iteration 98Q: 3 clusters Score -8610990 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5325 members 
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Entering Unmasked Estep 
Score: -8610991.000000 Penalty: 5412.827637
	Iteration 99Q: 3 clusters Score -8610991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -8610987.000000 Penalty: 5412.827637
	Iteration 100F: 3 clusters Score -8610987 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -8610986.000000 Penalty: 5412.827637
	Iteration 101Q: 3 clusters Score -8610986 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -8610994.000000 Penalty: 5412.827637
	Iteration 102Q: 3 clusters Score -8610994 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -8610992.000000 Penalty: 5412.827637
	Iteration 103Q: 3 clusters Score -8610992 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -8611009.000000 Penalty: 5412.827637
	Iteration 104Q: 3 clusters Score -8611009 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5081 members 
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Entering Unmasked Estep 
Score: -8611015.000000 Penalty: 5412.827637
	Iteration 105Q: 3 clusters Score -8611015 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5043 members 
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Entering Unmasked Estep 
Score: -8611002.000000 Penalty: 5412.827637
	Iteration 106Q: 3 clusters Score -8611002 nChanged 45
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -8611011.000000 Penalty: 5412.827637
	Iteration 107Q: 3 clusters Score -8611011 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -8611029.000000 Penalty: 5412.827637
	Iteration 108Q: 3 clusters Score -8611029 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -8611031.000000 Penalty: 5412.827637
	Iteration 109Q: 3 clusters Score -8611031 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -8611036.000000 Penalty: 5412.827637
	Iteration 110Q: 3 clusters Score -8611036 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -8611059.000000 Penalty: 5412.827637
	Iteration 111Q: 3 clusters Score -8611059 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4807 members 
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Entering Unmasked Estep 
Score: -8611048.000000 Penalty: 5412.827637
	Iteration 112Q: 3 clusters Score -8611048 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4773 members 
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Entering Unmasked Estep 
Score: -8611053.000000 Penalty: 5412.827637
	Iteration 113Q: 3 clusters Score -8611053 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -8611055.000000 Penalty: 5412.827637
	Iteration 114Q: 3 clusters Score -8611055 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -8611045.000000 Penalty: 5412.827637
	Iteration 115Q: 3 clusters Score -8611045 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -8611054.000000 Penalty: 5412.827637
	Iteration 116Q: 3 clusters Score -8611054 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -8611051.000000 Penalty: 5412.827637
	Iteration 117Q: 3 clusters Score -8611051 nChanged 40
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -8611054.000000 Penalty: 5412.827637
	Iteration 118Q: 3 clusters Score -8611054 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8611055 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4520 members 
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Entering Unmasked Estep 
Score: -8611064.000000 Penalty: 5412.827637
	Iteration 120F: 3 clusters Score -8611064 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4492 members 
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Entering Unmasked Estep 
Score: -8611074.000000 Penalty: 5412.827637
	Iteration 121Q: 3 clusters Score -8611074 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4470 members 
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Entering Unmasked Estep 
Score: -8611078.000000 Penalty: 5412.827637
	Iteration 122Q: 3 clusters Score -8611078 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4438 members 
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Entering Unmasked Estep 
Score: -8611079.000000 Penalty: 5412.827637
	Iteration 123Q: 3 clusters Score -8611079 nChanged 30
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Mstep: Class 1 contains 4410 members 
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Entering Unmasked Estep 
Score: -8611083.000000 Penalty: 5412.827637
	Iteration 124Q: 3 clusters Score -8611083 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4389 members 
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Entering Unmasked Estep 
Score: -8611093.000000 Penalty: 5412.827637
	Iteration 125Q: 3 clusters Score -8611093 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -8611088.000000 Penalty: 5412.827637
	Iteration 126Q: 3 clusters Score -8611088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -8611087.000000 Penalty: 5412.827637
	Iteration 127Q: 3 clusters Score -8611087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -8611081.000000 Penalty: 5412.827637
	Iteration 128Q: 3 clusters Score -8611081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -8611091.000000 Penalty: 5412.827637
	Iteration 129Q: 3 clusters Score -8611091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -8611093.000000 Penalty: 5412.827637
	Iteration 130Q: 3 clusters Score -8611093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -8611109.000000 Penalty: 5412.827637
	Iteration 131Q: 3 clusters Score -8611109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -8611111.000000 Penalty: 5412.827637
	Iteration 132Q: 3 clusters Score -8611111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -8611149.000000 Penalty: 5412.827637
	Iteration 133Q: 3 clusters Score -8611149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -8611157.000000 Penalty: 5412.827637
	Iteration 134Q: 3 clusters Score -8611157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -8611180.000000 Penalty: 5412.827637
	Iteration 135Q: 3 clusters Score -8611180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8611197.000000 Penalty: 5412.827637
	Iteration 136Q: 3 clusters Score -8611197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -8611206.000000 Penalty: 5412.827637
	Iteration 137Q: 3 clusters Score -8611206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -8611194.000000 Penalty: 5412.827637
	Iteration 138Q: 3 clusters Score -8611194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -8611215.000000 Penalty: 5412.827637
	Iteration 139Q: 3 clusters Score -8611215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -8611229.000000 Penalty: 5412.827637
	Iteration 140F: 3 clusters Score -8611229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -8611230.000000 Penalty: 5412.827637
	Iteration 141Q: 3 clusters Score -8611230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -8611233.000000 Penalty: 5412.827637
	Iteration 142Q: 3 clusters Score -8611233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -8611235.000000 Penalty: 5412.827637
	Iteration 143Q: 3 clusters Score -8611235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -8611231.000000 Penalty: 5412.827637
	Iteration 144Q: 3 clusters Score -8611231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -8611241.000000 Penalty: 5412.827637
	Iteration 145Q: 3 clusters Score -8611241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -8611239.000000 Penalty: 5412.827637
	Iteration 146Q: 3 clusters Score -8611239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -8611260.000000 Penalty: 5412.827637
	Iteration 147Q: 3 clusters Score -8611260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -8611268.000000 Penalty: 5412.827637
	Iteration 148Q: 3 clusters Score -8611268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -8611279.000000 Penalty: 5412.827637
	Iteration 149Q: 3 clusters Score -8611279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -8611266.000000 Penalty: 5412.827637
	Iteration 150Q: 3 clusters Score -8611266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -8611281.000000 Penalty: 5412.827637
	Iteration 151Q: 3 clusters Score -8611281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -8611299.000000 Penalty: 5412.827637
	Iteration 152Q: 3 clusters Score -8611299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -8611296.000000 Penalty: 5412.827637
	Iteration 153Q: 3 clusters Score -8611296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -8611286.000000 Penalty: 5412.827637
	Iteration 154Q: 3 clusters Score -8611286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -8611293.000000 Penalty: 5412.827637
	Iteration 155Q: 3 clusters Score -8611293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -8611319.000000 Penalty: 5412.827637
	Iteration 156Q: 3 clusters Score -8611319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -8611318.000000 Penalty: 5412.827637
	Iteration 157Q: 3 clusters Score -8611318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -8611333.000000 Penalty: 5412.827637
	Iteration 158Q: 3 clusters Score -8611333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -8611353.000000 Penalty: 5412.827637
	Iteration 159Q: 3 clusters Score -8611353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -8611350.000000 Penalty: 5412.827637
	Iteration 160F: 3 clusters Score -8611350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -8611353.000000 Penalty: 5412.827637
	Iteration 161Q: 3 clusters Score -8611353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -8611357.000000 Penalty: 5412.827637
	Iteration 162Q: 3 clusters Score -8611357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -8611360.000000 Penalty: 5412.827637
	Iteration 163Q: 3 clusters Score -8611360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -8611370.000000 Penalty: 5412.827637
	Iteration 164Q: 3 clusters Score -8611370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -8611388.000000 Penalty: 5412.827637
	Iteration 165Q: 3 clusters Score -8611388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -8611399.000000 Penalty: 5412.827637
	Iteration 166Q: 3 clusters Score -8611399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -8611405.000000 Penalty: 5412.827637
	Iteration 167Q: 3 clusters Score -8611405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8611407.000000 Penalty: 5412.827637
	Iteration 168Q: 3 clusters Score -8611407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -8611404.000000 Penalty: 5412.827637
	Iteration 169Q: 3 clusters Score -8611404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -8611407.000000 Penalty: 5412.827637
	Iteration 170Q: 3 clusters Score -8611407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -8611428.000000 Penalty: 5412.827637
	Iteration 171Q: 3 clusters Score -8611428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -8611430.000000 Penalty: 5412.827637
	Iteration 172Q: 3 clusters Score -8611430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -8611420.000000 Penalty: 5412.827637
	Iteration 173Q: 3 clusters Score -8611420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -8611421.000000 Penalty: 5412.827637
	Iteration 174Q: 3 clusters Score -8611421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -8611419.000000 Penalty: 5412.827637
	Iteration 175Q: 3 clusters Score -8611419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -8611429.000000 Penalty: 5412.827637
	Iteration 176Q: 3 clusters Score -8611429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -8611426.000000 Penalty: 5412.827637
	Iteration 177Q: 3 clusters Score -8611426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -8611426.000000 Penalty: 5412.827637
	Iteration 178Q: 3 clusters Score -8611426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -8611418.000000 Penalty: 5412.827637
	Iteration 179Q: 3 clusters Score -8611418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -8611418.000000 Penalty: 5412.827637
	Iteration 180F: 3 clusters Score -8611418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -8611411.000000 Penalty: 5412.827637
	Iteration 181Q: 3 clusters Score -8611411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -8611412.000000 Penalty: 5412.827637
	Iteration 182Q: 3 clusters Score -8611412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -8611423.000000 Penalty: 5412.827637
	Iteration 183Q: 3 clusters Score -8611423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -8611421.000000 Penalty: 5412.827637
	Iteration 184Q: 3 clusters Score -8611421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -8611430.000000 Penalty: 5412.827637
	Iteration 185Q: 3 clusters Score -8611430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -8611428.000000 Penalty: 5412.827637
	Iteration 186Q: 3 clusters Score -8611428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -8611428.000000 Penalty: 5412.827637
	Iteration 187F: 3 clusters Score -8611428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Entering Unmasked Estep 
Score: -2256512.750000 Penalty: 2388.314209
	Iteration 0F: 2 clusters Score -2256513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2245509.750000 Penalty: 4776.628418
	Iteration 0F: 3 clusters Score -2245510 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2249377.000000 Penalty: 4776.628418
	Iteration 1F: 3 clusters Score -2249377 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2250425.250000 Penalty: 4776.628418
	Iteration 2F: 3 clusters Score -2250425 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2251838.000000 Penalty: 4776.628418
	Iteration 3F: 3 clusters Score -2251838 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2253440.000000 Penalty: 4776.628418
	Iteration 4F: 3 clusters Score -2253440 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2254635.500000 Penalty: 4776.628418
	Iteration 5F: 3 clusters Score -2254636 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2255301.250000 Penalty: 4776.628418
	Iteration 6F: 3 clusters Score -2255301 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2255629.000000 Penalty: 4776.628418
	Iteration 7Q: 3 clusters Score -2255629 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2255803.000000 Penalty: 4776.628418
	Iteration 8Q: 3 clusters Score -2255803 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2255894.500000 Penalty: 4776.628418
	Iteration 9Q: 3 clusters Score -2255894 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2255954.000000 Penalty: 4776.628418
	Iteration 10Q: 3 clusters Score -2255954 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2256014.750000 Penalty: 4776.628418
	Iteration 11Q: 3 clusters Score -2256015 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2256087.500000 Penalty: 4776.628418
	Iteration 12Q: 3 clusters Score -2256088 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2256156.500000 Penalty: 4776.628418
	Iteration 13Q: 3 clusters Score -2256156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2256246.000000 Penalty: 4776.628418
	Iteration 14Q: 3 clusters Score -2256246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2256344.500000 Penalty: 4776.628418
	Iteration 15Q: 3 clusters Score -2256344 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2256438.250000 Penalty: 4776.628418
	Iteration 16Q: 3 clusters Score -2256438 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2256564.250000 Penalty: 4776.628418
	Iteration 17Q: 3 clusters Score -2256564 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2256699.750000 Penalty: 4776.628418
	Iteration 18Q: 3 clusters Score -2256700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2256808.750000 Penalty: 4776.628418
	Iteration 19Q: 3 clusters Score -2256809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2256888.250000 Penalty: 4776.628418
	Iteration 20F: 3 clusters Score -2256888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2256956.250000 Penalty: 4776.628418
	Iteration 21Q: 3 clusters Score -2256956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2257000.250000 Penalty: 4776.628418
	Iteration 22Q: 3 clusters Score -2257000 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2257034.250000 Penalty: 4776.628418
	Iteration 23Q: 3 clusters Score -2257034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2257053.000000 Penalty: 4776.628418
	Iteration 24Q: 3 clusters Score -2257053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2257079.000000 Penalty: 4776.628418
	Iteration 25Q: 3 clusters Score -2257079 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2257093.750000 Penalty: 4776.628418
	Iteration 26Q: 3 clusters Score -2257094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2257108.000000 Penalty: 4776.628418
	Iteration 27Q: 3 clusters Score -2257108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2257116.250000 Penalty: 4776.628418
	Iteration 28Q: 3 clusters Score -2257116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2257131.500000 Penalty: 4776.628418
	Iteration 29Q: 3 clusters Score -2257132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2257138.500000 Penalty: 4776.628418
	Iteration 30Q: 3 clusters Score -2257138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2257142.500000 Penalty: 4776.628418
	Iteration 31Q: 3 clusters Score -2257142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2257144.250000 Penalty: 4776.628418
	Iteration 32Q: 3 clusters Score -2257144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2257148.500000 Penalty: 4776.628418
	Iteration 33Q: 3 clusters Score -2257148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2257153.500000 Penalty: 4776.628418
	Iteration 34Q: 3 clusters Score -2257154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2257157.500000 Penalty: 4776.628418
	Iteration 35Q: 3 clusters Score -2257158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2257157.500000 Penalty: 4776.628418
	Iteration 36Q: 3 clusters Score -2257158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2257162.000000 Penalty: 4776.628418
	Iteration 37Q: 3 clusters Score -2257162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2257158.750000 Penalty: 4776.628418
	Iteration 38Q: 3 clusters Score -2257159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2257165.500000 Penalty: 4776.628418
	Iteration 39Q: 3 clusters Score -2257166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2257161.750000 Penalty: 4776.628418
	Iteration 40F: 3 clusters Score -2257162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2257163.750000 Penalty: 4776.628418
	Iteration 41Q: 3 clusters Score -2257164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2257162.750000 Penalty: 4776.628418
	Iteration 42Q: 3 clusters Score -2257163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2257167.250000 Penalty: 4776.628418
	Iteration 43Q: 3 clusters Score -2257167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2257164.500000 Penalty: 4776.628418
	Iteration 44Q: 3 clusters Score -2257164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2257165.250000 Penalty: 4776.628418
	Iteration 45Q: 3 clusters Score -2257165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2257169.500000 Penalty: 4776.628418
	Iteration 46Q: 3 clusters Score -2257170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2257172.250000 Penalty: 4776.628418
	Iteration 47Q: 3 clusters Score -2257172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2257171.250000 Penalty: 4776.628418
	Iteration 48Q: 3 clusters Score -2257171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2257173.500000 Penalty: 4776.628418
	Iteration 49Q: 3 clusters Score -2257174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2257172.250000 Penalty: 4776.628418
	Iteration 50Q: 3 clusters Score -2257172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2257174.000000 Penalty: 4776.628418
	Iteration 51Q: 3 clusters Score -2257174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2257175.000000 Penalty: 4776.628418
	Iteration 52Q: 3 clusters Score -2257175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2257170.500000 Penalty: 4776.628418
	Iteration 53Q: 3 clusters Score -2257170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2257170.000000 Penalty: 4776.628418
	Iteration 54Q: 3 clusters Score -2257170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2257172.000000 Penalty: 4776.628418
	Iteration 55Q: 3 clusters Score -2257172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2257172.000000 Penalty: 4776.628418
	Iteration 56F: 3 clusters Score -2257172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Mstep: Class 42 contains 542 members 
Mstep: Class 43 contains 7880 members 
Mstep: Class 44 contains 4914 members 
Entering Unmasked Estep 
Score: -120375920.000000 Penalty: 148260.671875
Splitting cluster 22 changes total score from -120364152.000000 to -120375920.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45287.593750 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -45287.59 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 182 members 
Entering Unmasked Estep 
Score: -44017.511719 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -44017.51 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44213.230469 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -44213.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44252.492188 Penalty: 2933.097656
	Iteration 2Q: 3 clusters Score -44252.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44287.378906 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -44287.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44316.847656 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -44316.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44334.800781 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -44334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44376.445312 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -44376.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44403.671875 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -44403.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44416.726562 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -44416.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44431.359375 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -44431.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44438.062500 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -44438.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44445.210938 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -44445.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44465.152344 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -44465.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44470.984375 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -44470.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44472.761719 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -44472.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44480.792969 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -44480.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44498.660156 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -44498.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44515.660156 Penalty: 2933.097656
	Iteration 17Q: 3 clusters Score -44515.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44537.996094 Penalty: 2933.097656
	Iteration 18Q: 3 clusters Score -44538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44537.996094 Penalty: 2933.097656
	Iteration 19F: 3 clusters Score -44538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (64393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Entering Unmasked Estep 
Score: -10035826.000000 Penalty: 2746.044678
	Iteration 0F: 2 clusters Score -1.003583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -9992614.000000 Penalty: 5492.089355
	Iteration 0F: 3 clusters Score -9992614 nChanged 29994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -10009626.000000 Penalty: 5492.089355
	Iteration 1F: 3 clusters Score -1.000963e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -10010283.000000 Penalty: 5492.089355
	Iteration 2Q: 3 clusters Score -1.001028e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -10011091.000000 Penalty: 5492.089355
	Iteration 3Q: 3 clusters Score -1.001109e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10012218.000000 Penalty: 5492.089355
	Iteration 4Q: 3 clusters Score -1.001222e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -10013789.000000 Penalty: 5492.089355
	Iteration 5F: 3 clusters Score -1.001379e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -10015948.000000 Penalty: 5492.089355
	Iteration 6F: 3 clusters Score -1.001595e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -10018687.000000 Penalty: 5492.089355
	Iteration 7F: 3 clusters Score -1.001869e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -10021378.000000 Penalty: 5492.089355
	Iteration 8F: 3 clusters Score -1.002138e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -10023783.000000 Penalty: 5492.089355
	Iteration 9F: 3 clusters Score -1.002378e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -10025854.000000 Penalty: 5492.089355
	Iteration 10Q: 3 clusters Score -1.002585e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -10027679.000000 Penalty: 5492.089355
	Iteration 11Q: 3 clusters Score -1.002768e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -10029295.000000 Penalty: 5492.089355
	Iteration 12Q: 3 clusters Score -1.00293e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -10030600.000000 Penalty: 5492.089355
	Iteration 13Q: 3 clusters Score -1.00306e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10031652.000000 Penalty: 5492.089355
	Iteration 14Q: 3 clusters Score -1.003165e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10032438.000000 Penalty: 5492.089355
	Iteration 15Q: 3 clusters Score -1.003244e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10032832.000000 Penalty: 5492.089355
	Iteration 16Q: 3 clusters Score -1.003283e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10033119.000000 Penalty: 5492.089355
	Iteration 17Q: 3 clusters Score -1.003312e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10033251.000000 Penalty: 5492.089355
	Iteration 18Q: 3 clusters Score -1.003325e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10033298.000000 Penalty: 5492.089355
	Iteration 19Q: 3 clusters Score -1.00333e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10033364.000000 Penalty: 5492.089355
	Iteration 20F: 3 clusters Score -1.003336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10033398.000000 Penalty: 5492.089355
	Iteration 21Q: 3 clusters Score -1.00334e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10033415.000000 Penalty: 5492.089355
	Iteration 22Q: 3 clusters Score -1.003342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10033414.000000 Penalty: 5492.089355
	Iteration 23Q: 3 clusters Score -1.003341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10033439.000000 Penalty: 5492.089355
	Iteration 24Q: 3 clusters Score -1.003344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10033448.000000 Penalty: 5492.089355
	Iteration 25Q: 3 clusters Score -1.003345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10033457.000000 Penalty: 5492.089355
	Iteration 26Q: 3 clusters Score -1.003346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10033466.000000 Penalty: 5492.089355
	Iteration 27Q: 3 clusters Score -1.003347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10033478.000000 Penalty: 5492.089355
	Iteration 28Q: 3 clusters Score -1.003348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10033478.000000 Penalty: 5492.089355
	Iteration 29Q: 3 clusters Score -1.003348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10033477.000000 Penalty: 5492.089355
	Iteration 30Q: 3 clusters Score -1.003348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10033477.000000 Penalty: 5492.089355
	Iteration 31Q: 3 clusters Score -1.003348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10033484.000000 Penalty: 5492.089355
	Iteration 32Q: 3 clusters Score -1.003348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10033485.000000 Penalty: 5492.089355
	Iteration 33Q: 3 clusters Score -1.003348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10033485.000000 Penalty: 5492.089355
	Iteration 34F: 3 clusters Score -1.003348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Entering Unmasked Estep 
Score: -4309263.000000 Penalty: 2536.453369
	Iteration 0F: 2 clusters Score -4309263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13306 members 
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Mstep: Class 2 contains 13171 members 
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Mstep: Class 2 contains 12963 members 
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	Iteration 11Q: 3 clusters Score -4301414 nChanged 1062
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	Iteration 12Q: 3 clusters Score -4301926 nChanged 1004
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Mstep: Class 2 contains 11983 members 
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	Iteration 14Q: 3 clusters Score -4302842 nChanged 905
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	Iteration 15Q: 3 clusters Score -4303327 nChanged 915
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Mstep: Class 2 contains 10945 members 
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	Iteration 16Q: 3 clusters Score -4303852 nChanged 923
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Mstep: Class 2 contains 10274 members 
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Mstep: Class 2 contains 9609 members 
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Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 8322 members 
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	Iteration 20F: 3 clusters Score -4305756 nChanged 654
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Mstep: Class 2 contains 7728 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4306296 nChanged 572
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Mstep: Class 2 contains 6588 members 
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	Iteration 23Q: 3 clusters Score -4306532 nChanged 524
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	Iteration 24Q: 3 clusters Score -4306750 nChanged 464
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Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5204 members 
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	Iteration 27Q: 3 clusters Score -4307185 nChanged 293
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	Iteration 28Q: 3 clusters Score -4307276 nChanged 248
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	Iteration 29Q: 3 clusters Score -4307357 nChanged 213
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	Iteration 30Q: 3 clusters Score -4307422 nChanged 206
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	Iteration 32Q: 3 clusters Score -4307488 nChanged 148
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	Iteration 39Q: 3 clusters Score -4307696 nChanged 61
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	Iteration 43Q: 3 clusters Score -4307744 nChanged 29
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	Iteration 49Q: 3 clusters Score -4307772 nChanged 10
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	Iteration 51Q: 3 clusters Score -4307764 nChanged 6
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	Iteration 55Q: 3 clusters Score -4307774 nChanged 7
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	Iteration 59Q: 3 clusters Score -4307780 nChanged 10
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	Iteration 60F: 3 clusters Score -4307790 nChanged 13
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	Iteration 61Q: 3 clusters Score -4307785 nChanged 13
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	Iteration 62Q: 3 clusters Score -4307788 nChanged 8
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	Iteration 63Q: 3 clusters Score -4307783 nChanged 9
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	Iteration 64Q: 3 clusters Score -4307789 nChanged 8
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	Iteration 65Q: 3 clusters Score -4307796 nChanged 12
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	Iteration 66Q: 3 clusters Score -4307796 nChanged 10
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	Iteration 67Q: 3 clusters Score -4307800 nChanged 8
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	Iteration 68Q: 3 clusters Score -4307806 nChanged 9
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	Iteration 69Q: 3 clusters Score -4307807 nChanged 8
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	Iteration 70Q: 3 clusters Score -4307798 nChanged 10
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	Iteration 71Q: 3 clusters Score -4307802 nChanged 3
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	Iteration 72Q: 3 clusters Score -4307801 nChanged 4
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	Iteration 73Q: 3 clusters Score -4307802 nChanged 3
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	Iteration 74Q: 3 clusters Score -4307804 nChanged 3
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	Iteration 75Q: 3 clusters Score -4307812 nChanged 5
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	Iteration 76Q: 3 clusters Score -4307810 nChanged 7
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	Iteration 77Q: 3 clusters Score -4307808 nChanged 7
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	Iteration 78Q: 3 clusters Score -4307806 nChanged 3
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	Iteration 79Q: 3 clusters Score -4307806 nChanged 5
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	Iteration 80F: 3 clusters Score -4307802 nChanged 6
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	Iteration 81Q: 3 clusters Score -4307800 nChanged 3
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	Iteration 82Q: 3 clusters Score -4307807 nChanged 7
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	Iteration 83Q: 3 clusters Score -4307808 nChanged 4
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	Iteration 84Q: 3 clusters Score -4307803 nChanged 5
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	Iteration 85Q: 3 clusters Score -4307804 nChanged 2
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	Iteration 86Q: 3 clusters Score -4307802 nChanged 2
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	Iteration 87Q: 3 clusters Score -4307806 nChanged 4
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	Iteration 88Q: 3 clusters Score -4307806 nChanged 2
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	Iteration 89Q: 3 clusters Score -4307810 nChanged 2
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	Iteration 90Q: 3 clusters Score -4307807 nChanged 3
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	Iteration 91Q: 3 clusters Score -4307809 nChanged 2
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	Iteration 92Q: 3 clusters Score -4307810 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4307810.000000 Penalty: 5072.906738
	Iteration 93F: 3 clusters Score -4307810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -60857.675781 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -60857.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59426.449219 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -59426.45 nChanged 85
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: -59576.187500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -59576.19 nChanged 18
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: -59626.199219 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -59626.2 nChanged 17
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: -59674.757812 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -59674.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59708.335938 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -59708.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59748.468750 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -59748.47 nChanged 12
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: -59783.289062 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -59783.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59841.031250 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -59841.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59873.644531 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -59873.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59916.570312 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -59916.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59932.820312 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -59932.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59961.097656 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -59961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59967.972656 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -59967.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59975.617188 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -59975.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59979.742188 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -59979.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59980.472656 Penalty: 3020.166260
	Iteration 15F: 3 clusters Score -59980.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60001.160156 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -60001.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60001.773438 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -60001.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60001.773438 Penalty: 3020.166260
	Iteration 18F: 3 clusters Score -60001.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1408958.875000 Penalty: 2270.397461
	Iteration 0F: 2 clusters Score -1408959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1401602.250000 Penalty: 4540.794922
	Iteration 0F: 3 clusters Score -1401602 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1403726.250000 Penalty: 4540.794922
	Iteration 1F: 3 clusters Score -1403726 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1404105.375000 Penalty: 4540.794922
	Iteration 2F: 3 clusters Score -1404105 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1404433.625000 Penalty: 4540.794922
	Iteration 3F: 3 clusters Score -1404434 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1404744.000000 Penalty: 4540.794922
	Iteration 4F: 3 clusters Score -1404744 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1405041.875000 Penalty: 4540.794922
	Iteration 5F: 3 clusters Score -1405042 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1405332.750000 Penalty: 4540.794922
	Iteration 6Q: 3 clusters Score -1405333 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1405594.125000 Penalty: 4540.794922
	Iteration 7Q: 3 clusters Score -1405594 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1405868.250000 Penalty: 4540.794922
	Iteration 8Q: 3 clusters Score -1405868 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1406160.625000 Penalty: 4540.794922
	Iteration 9Q: 3 clusters Score -1406161 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1406400.750000 Penalty: 4540.794922
	Iteration 10Q: 3 clusters Score -1406401 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1406593.750000 Penalty: 4540.794922
	Iteration 11Q: 3 clusters Score -1406594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1406765.625000 Penalty: 4540.794922
	Iteration 12Q: 3 clusters Score -1406766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1406893.250000 Penalty: 4540.794922
	Iteration 13Q: 3 clusters Score -1406893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1407009.750000 Penalty: 4540.794922
	Iteration 14Q: 3 clusters Score -1407010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1407141.250000 Penalty: 4540.794922
	Iteration 15Q: 3 clusters Score -1407141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1407290.000000 Penalty: 4540.794922
	Iteration 16Q: 3 clusters Score -1407290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1407452.750000 Penalty: 4540.794922
	Iteration 17Q: 3 clusters Score -1407453 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1407649.375000 Penalty: 4540.794922
	Iteration 18Q: 3 clusters Score -1407649 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1407851.125000 Penalty: 4540.794922
	Iteration 19Q: 3 clusters Score -1407851 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1408043.750000 Penalty: 4540.794922
	Iteration 20F: 3 clusters Score -1408044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1408196.000000 Penalty: 4540.794922
	Iteration 21Q: 3 clusters Score -1408196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1408310.375000 Penalty: 4540.794922
	Iteration 22Q: 3 clusters Score -1408310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1408412.125000 Penalty: 4540.794922
	Iteration 23Q: 3 clusters Score -1408412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1408502.625000 Penalty: 4540.794922
	Iteration 24Q: 3 clusters Score -1408503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1408593.625000 Penalty: 4540.794922
	Iteration 25Q: 3 clusters Score -1408594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1408687.375000 Penalty: 4540.794922
	Iteration 26Q: 3 clusters Score -1408687 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1408781.500000 Penalty: 4540.794922
	Iteration 27Q: 3 clusters Score -1408782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1408868.875000 Penalty: 4540.794922
	Iteration 28Q: 3 clusters Score -1408869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1408957.875000 Penalty: 4540.794922
	Iteration 29Q: 3 clusters Score -1408958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1409035.125000 Penalty: 4540.794922
	Iteration 30Q: 3 clusters Score -1409035 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1409100.875000 Penalty: 4540.794922
	Iteration 31Q: 3 clusters Score -1409101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1409142.750000 Penalty: 4540.794922
	Iteration 32Q: 3 clusters Score -1409143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1409169.000000 Penalty: 4540.794922
	Iteration 33Q: 3 clusters Score -1409169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1409190.250000 Penalty: 4540.794922
	Iteration 34Q: 3 clusters Score -1409190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1409209.250000 Penalty: 4540.794922
	Iteration 35Q: 3 clusters Score -1409209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1409227.375000 Penalty: 4540.794922
	Iteration 36Q: 3 clusters Score -1409227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1409240.000000 Penalty: 4540.794922
	Iteration 37Q: 3 clusters Score -1409240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1409245.500000 Penalty: 4540.794922
	Iteration 38Q: 3 clusters Score -1409246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1409250.625000 Penalty: 4540.794922
	Iteration 39Q: 3 clusters Score -1409251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1409286.250000 Penalty: 4540.794922
	Iteration 40F: 3 clusters Score -1409286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1409314.625000 Penalty: 4540.794922
	Iteration 41Q: 3 clusters Score -1409315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1409321.000000 Penalty: 4540.794922
	Iteration 42Q: 3 clusters Score -1409321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1409322.000000 Penalty: 4540.794922
	Iteration 43Q: 3 clusters Score -1409322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1409322.375000 Penalty: 4540.794922
	Iteration 44Q: 3 clusters Score -1409322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1409321.875000 Penalty: 4540.794922
	Iteration 45Q: 3 clusters Score -1409322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1409325.250000 Penalty: 4540.794922
	Iteration 46Q: 3 clusters Score -1409325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1409325.250000 Penalty: 4540.794922
	Iteration 47F: 3 clusters Score -1409325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 3443 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Mstep: Class 42 contains 542 members 
Mstep: Class 43 contains 7880 members 
Mstep: Class 44 contains 4914 members 
Mstep: Class 45 contains 6017 members 
Entering Unmasked Estep 
Score: -120375480.000000 Penalty: 151630.234375
Splitting cluster 27 changes total score from -120364152.000000 to -120375480.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -185438.843750 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -185438.8 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 641 members 
Entering Unmasked Estep 
Score: -183283.625000 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -183283.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -183619.265625 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -183619.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -183729.265625 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -183729.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183806.312500 Penalty: 3549.850342
	Iteration 3Q: 3 clusters Score -183806.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -183879.062500 Penalty: 3549.850342
	Iteration 4Q: 3 clusters Score -183879.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -183957.390625 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -183957.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184020.046875 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -184020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -184074.281250 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -184074.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -184112.968750 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -184113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -184144.390625 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -184144.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -184210.953125 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -184211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -184268.437500 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -184268.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -184329.187500 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -184329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -184369.687500 Penalty: 3549.850342
	Iteration 13Q: 3 clusters Score -184369.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -184395.640625 Penalty: 3549.850342
	Iteration 14Q: 3 clusters Score -184395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -184413.750000 Penalty: 3549.850342
	Iteration 15Q: 3 clusters Score -184413.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -184423.406250 Penalty: 3549.850342
	Iteration 16Q: 3 clusters Score -184423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -184428.312500 Penalty: 3549.850342
	Iteration 17Q: 3 clusters Score -184428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -184433.734375 Penalty: 3549.850342
	Iteration 18Q: 3 clusters Score -184433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -184436.640625 Penalty: 3549.850342
	Iteration 19Q: 3 clusters Score -184436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -184442.656250 Penalty: 3549.850342
	Iteration 20F: 3 clusters Score -184442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -184453.000000 Penalty: 3549.850342
	Iteration 21Q: 3 clusters Score -184453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -184463.250000 Penalty: 3549.850342
	Iteration 22Q: 3 clusters Score -184463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -184474.328125 Penalty: 3549.850342
	Iteration 23Q: 3 clusters Score -184474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -184479.250000 Penalty: 3549.850342
	Iteration 24Q: 3 clusters Score -184479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -184480.546875 Penalty: 3549.850342
	Iteration 25Q: 3 clusters Score -184480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -184480.546875 Penalty: 3549.850342
	Iteration 26F: 3 clusters Score -184480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -991723.125000 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -991723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -986326.625000 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -986326.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -988031.375000 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -988031.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -988631.937500 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -988631.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -989229.750000 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -989229.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -989690.937500 Penalty: 4360.426270
	Iteration 4F: 3 clusters Score -989690.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -990001.875000 Penalty: 4360.426270
	Iteration 5F: 3 clusters Score -990001.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -990205.187500 Penalty: 4360.426270
	Iteration 6Q: 3 clusters Score -990205.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -990342.187500 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -990342.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -990406.437500 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -990406.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -990452.062500 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -990452.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -990483.875000 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -990483.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -990515.125000 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -990515.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -990541.062500 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -990541.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -990563.750000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -990563.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -990578.812500 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -990578.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -990594.625000 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -990594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -990601.875000 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -990601.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -990610.125000 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -990610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -990616.750000 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -990616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -990623.625000 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -990623.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -990630.125000 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -990630.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -990634.562500 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -990634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -990642.750000 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -990642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -990649.875000 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -990649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -990654.687500 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -990654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -990660.375000 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -990660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -990669.375000 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -990669.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -990674.875000 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -990674.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -990681.187500 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -990681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -990686.187500 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -990686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -990690.875000 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -990690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -990692.437500 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -990692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -990696.812500 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -990696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -990698.687500 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -990698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -990702.500000 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -990702.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -990706.937500 Penalty: 4360.426270
	Iteration 35Q: 3 clusters Score -990706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -990711.312500 Penalty: 4360.426270
	Iteration 36Q: 3 clusters Score -990711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -990715.625000 Penalty: 4360.426270
	Iteration 37Q: 3 clusters Score -990715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -990720.062500 Penalty: 4360.426270
	Iteration 38Q: 3 clusters Score -990720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -990722.500000 Penalty: 4360.426270
	Iteration 39Q: 3 clusters Score -990722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -990724.687500 Penalty: 4360.426270
	Iteration 40F: 3 clusters Score -990724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -990729.437500 Penalty: 4360.426270
	Iteration 41Q: 3 clusters Score -990729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -990730.812500 Penalty: 4360.426270
	Iteration 42Q: 3 clusters Score -990730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -990730.812500 Penalty: 4360.426270
	Iteration 43F: 3 clusters Score -990730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134288.593750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134288.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134565.812500 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134565.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134660.125000 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134660.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134701.109375 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134701.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134719.687500 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134730.484375 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134735.359375 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134739.015625 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134740.968750 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -134741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134740.968750 Penalty: 3371.778320
	Iteration 9F: 3 clusters Score -134741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -1044994.875000 Penalty: 2194.180908
	Iteration 0F: 2 clusters Score -1044995 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 3463 members 
Entering Unmasked Estep 
Score: -1039323.000000 Penalty: 4388.361816
	Iteration 0F: 3 clusters Score -1039323 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1040847.812500 Penalty: 4388.361816
	Iteration 1F: 3 clusters Score -1040848 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1041161.000000 Penalty: 4388.361816
	Iteration 2F: 3 clusters Score -1041161 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1041393.000000 Penalty: 4388.361816
	Iteration 3F: 3 clusters Score -1041393 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1041622.062500 Penalty: 4388.361816
	Iteration 4Q: 3 clusters Score -1041622 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1041835.125000 Penalty: 4388.361816
	Iteration 5Q: 3 clusters Score -1041835 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1042017.625000 Penalty: 4388.361816
	Iteration 6Q: 3 clusters Score -1042018 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1042178.750000 Penalty: 4388.361816
	Iteration 7Q: 3 clusters Score -1042179 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1042320.750000 Penalty: 4388.361816
	Iteration 8Q: 3 clusters Score -1042321 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1042438.687500 Penalty: 4388.361816
	Iteration 9Q: 3 clusters Score -1042439 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1042542.500000 Penalty: 4388.361816
	Iteration 10Q: 3 clusters Score -1042542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1042615.187500 Penalty: 4388.361816
	Iteration 11Q: 3 clusters Score -1042615 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1042665.187500 Penalty: 4388.361816
	Iteration 12Q: 3 clusters Score -1042665 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1042715.937500 Penalty: 4388.361816
	Iteration 13Q: 3 clusters Score -1042716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1042755.812500 Penalty: 4388.361816
	Iteration 14Q: 3 clusters Score -1042756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1042796.875000 Penalty: 4388.361816
	Iteration 15Q: 3 clusters Score -1042797 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1042836.687500 Penalty: 4388.361816
	Iteration 16Q: 3 clusters Score -1042837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1042864.750000 Penalty: 4388.361816
	Iteration 17Q: 3 clusters Score -1042865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1042888.500000 Penalty: 4388.361816
	Iteration 18Q: 3 clusters Score -1042888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1042913.000000 Penalty: 4388.361816
	Iteration 19Q: 3 clusters Score -1042913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1042930.500000 Penalty: 4388.361816
	Iteration 20F: 3 clusters Score -1042930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1042940.000000 Penalty: 4388.361816
	Iteration 21Q: 3 clusters Score -1042940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1042948.875000 Penalty: 4388.361816
	Iteration 22Q: 3 clusters Score -1042949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1042957.687500 Penalty: 4388.361816
	Iteration 23Q: 3 clusters Score -1042958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1042963.187500 Penalty: 4388.361816
	Iteration 24Q: 3 clusters Score -1042963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1042969.062500 Penalty: 4388.361816
	Iteration 25Q: 3 clusters Score -1042969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1042980.750000 Penalty: 4388.361816
	Iteration 26Q: 3 clusters Score -1042981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1042985.875000 Penalty: 4388.361816
	Iteration 27Q: 3 clusters Score -1042986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1042992.062500 Penalty: 4388.361816
	Iteration 28Q: 3 clusters Score -1042992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1042997.812500 Penalty: 4388.361816
	Iteration 29Q: 3 clusters Score -1042998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1043004.312500 Penalty: 4388.361816
	Iteration 30Q: 3 clusters Score -1043004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1043012.250000 Penalty: 4388.361816
	Iteration 31Q: 3 clusters Score -1043012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1043021.250000 Penalty: 4388.361816
	Iteration 32Q: 3 clusters Score -1043021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1043030.062500 Penalty: 4388.361816
	Iteration 33Q: 3 clusters Score -1043030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1043032.875000 Penalty: 4388.361816
	Iteration 34Q: 3 clusters Score -1043033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1043036.562500 Penalty: 4388.361816
	Iteration 35Q: 3 clusters Score -1043037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1043043.625000 Penalty: 4388.361816
	Iteration 36Q: 3 clusters Score -1043044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1043044.437500 Penalty: 4388.361816
	Iteration 37Q: 3 clusters Score -1043044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1043046.750000 Penalty: 4388.361816
	Iteration 38Q: 3 clusters Score -1043047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1043054.187500 Penalty: 4388.361816
	Iteration 39Q: 3 clusters Score -1043054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1043062.562500 Penalty: 4388.361816
	Iteration 40F: 3 clusters Score -1043063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1043067.250000 Penalty: 4388.361816
	Iteration 41Q: 3 clusters Score -1043067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1043073.625000 Penalty: 4388.361816
	Iteration 42Q: 3 clusters Score -1043074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1043079.250000 Penalty: 4388.361816
	Iteration 43Q: 3 clusters Score -1043079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1043083.250000 Penalty: 4388.361816
	Iteration 44Q: 3 clusters Score -1043083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1043083.687500 Penalty: 4388.361816
	Iteration 45Q: 3 clusters Score -1043084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1043086.437500 Penalty: 4388.361816
	Iteration 46Q: 3 clusters Score -1043086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1043088.125000 Penalty: 4388.361816
	Iteration 47Q: 3 clusters Score -1043088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1043088.437500 Penalty: 4388.361816
	Iteration 48Q: 3 clusters Score -1043088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1043090.250000 Penalty: 4388.361816
	Iteration 49Q: 3 clusters Score -1043090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1043090.625000 Penalty: 4388.361816
	Iteration 50Q: 3 clusters Score -1043091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1043090.000000 Penalty: 4388.361816
	Iteration 51Q: 3 clusters Score -1043090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1043089.250000 Penalty: 4388.361816
	Iteration 52Q: 3 clusters Score -1043089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1043090.687500 Penalty: 4388.361816
	Iteration 53Q: 3 clusters Score -1043091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1043090.500000 Penalty: 4388.361816
	Iteration 54Q: 3 clusters Score -1043090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1043092.375000 Penalty: 4388.361816
	Iteration 55Q: 3 clusters Score -1043092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1043091.625000 Penalty: 4388.361816
	Iteration 56Q: 3 clusters Score -1043092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1043093.125000 Penalty: 4388.361816
	Iteration 57Q: 3 clusters Score -1043093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1043094.375000 Penalty: 4388.361816
	Iteration 58Q: 3 clusters Score -1043094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1043096.187500 Penalty: 4388.361816
	Iteration 59Q: 3 clusters Score -1043096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1043096.187500 Penalty: 4388.361816
	Iteration 60F: 3 clusters Score -1043096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2563785.750000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2563786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2551450.750000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2551451 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2555648.750000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2555649 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2556319.750000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2556320 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2557072.500000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -2557072 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2557950.500000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -2557950 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2558941.750000 Penalty: 4839.077637
	Iteration 5F: 3 clusters Score -2558942 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2559876.500000 Penalty: 4839.077637
	Iteration 6F: 3 clusters Score -2559876 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2560703.500000 Penalty: 4839.077637
	Iteration 7F: 3 clusters Score -2560704 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2561381.000000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -2561381 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2561870.500000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -2561870 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2562173.000000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -2562173 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2562362.250000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -2562362 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2562505.750000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -2562506 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2562600.000000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2562600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2562658.500000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2562658 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2562714.750000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2562715 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2562745.250000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2562745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2562788.500000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2562788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2562815.750000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2562816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2562836.750000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2562837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2562857.250000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2562857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2562875.000000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2562875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2562902.500000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2562902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2562914.500000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2562914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2562944.750000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2562945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2562976.000000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2562976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2563007.750000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2563008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2563051.750000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2563052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2563089.750000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2563090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2563131.750000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2563132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2563198.250000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2563198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2563273.250000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2563273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2563373.750000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2563374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2563510.750000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2563511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2563628.500000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2563628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2563694.250000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2563694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2563724.500000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -2563724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2563748.750000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -2563749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2563759.250000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -2563759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2563775.750000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -2563776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2563785.750000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -2563786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2563786.500000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -2563786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2563787.750000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -2563788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2563788.750000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -2563789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2563791.500000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -2563792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2563795.500000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -2563796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2563800.750000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -2563801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2563796.750000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -2563797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2563797.750000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -2563798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2563796.000000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -2563796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2563801.250000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -2563801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2563803.750000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -2563804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2563805.750000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -2563806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2563805.750000 Penalty: 4839.077637
	Iteration 53F: 3 clusters Score -2563806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 3443 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 2541 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Mstep: Class 39 contains 34220 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 51127 members 
Mstep: Class 42 contains 542 members 
Mstep: Class 43 contains 7880 members 
Mstep: Class 44 contains 4914 members 
Mstep: Class 45 contains 6017 members 
Mstep: Class 46 contains 14720 members 
Entering Unmasked Estep 
Score: -120374816.000000 Penalty: 154999.796875
Splitting cluster 32 changes total score from -120364152.000000 to -120374816.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (28196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Entering Unmasked Estep 
Score: -4155382.000000 Penalty: 2541.239990
	Iteration 0F: 2 clusters Score -4155382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4136020.500000 Penalty: 5082.479980
	Iteration 0F: 3 clusters Score -4136020 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4143868.250000 Penalty: 5082.479980
	Iteration 1F: 3 clusters Score -4143868 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4145396.500000 Penalty: 5082.479980
	Iteration 2F: 3 clusters Score -4145396 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4147319.000000 Penalty: 5082.479980
	Iteration 3F: 3 clusters Score -4147319 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4149269.250000 Penalty: 5082.479980
	Iteration 4F: 3 clusters Score -4149269 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4150813.500000 Penalty: 5082.479980
	Iteration 5F: 3 clusters Score -4150814 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4151837.500000 Penalty: 5082.479980
	Iteration 6F: 3 clusters Score -4151838 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4152484.750000 Penalty: 5082.479980
	Iteration 7Q: 3 clusters Score -4152485 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4152845.250000 Penalty: 5082.479980
	Iteration 8Q: 3 clusters Score -4152845 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4153083.750000 Penalty: 5082.479980
	Iteration 9Q: 3 clusters Score -4153084 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4153235.250000 Penalty: 5082.479980
	Iteration 10Q: 3 clusters Score -4153235 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4153324.500000 Penalty: 5082.479980
	Iteration 11Q: 3 clusters Score -4153324 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4153398.250000 Penalty: 5082.479980
	Iteration 12Q: 3 clusters Score -4153398 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4153438.000000 Penalty: 5082.479980
	Iteration 13Q: 3 clusters Score -4153438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4153480.250000 Penalty: 5082.479980
	Iteration 14Q: 3 clusters Score -4153480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4153503.000000 Penalty: 5082.479980
	Iteration 15Q: 3 clusters Score -4153503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4153532.000000 Penalty: 5082.479980
	Iteration 16Q: 3 clusters Score -4153532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4153555.750000 Penalty: 5082.479980
	Iteration 17Q: 3 clusters Score -4153556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4153575.500000 Penalty: 5082.479980
	Iteration 18Q: 3 clusters Score -4153576 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4153592.750000 Penalty: 5082.479980
	Iteration 19Q: 3 clusters Score -4153593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4153604.000000 Penalty: 5082.479980
	Iteration 20F: 3 clusters Score -4153604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4153617.000000 Penalty: 5082.479980
	Iteration 21Q: 3 clusters Score -4153617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4153618.750000 Penalty: 5082.479980
	Iteration 22Q: 3 clusters Score -4153619 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4153631.000000 Penalty: 5082.479980
	Iteration 23Q: 3 clusters Score -4153631 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -4153667.000000 Penalty: 5082.479980
	Iteration 24Q: 3 clusters Score -4153667 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4153679.500000 Penalty: 5082.479980
	Iteration 25Q: 3 clusters Score -4153680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4153699.500000 Penalty: 5082.479980
	Iteration 26Q: 3 clusters Score -4153700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4153715.000000 Penalty: 5082.479980
	Iteration 27Q: 3 clusters Score -4153715 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4153724.250000 Penalty: 5082.479980
	Iteration 28Q: 3 clusters Score -4153724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -4153754.000000 Penalty: 5082.479980
	Iteration 29Q: 3 clusters Score -4153754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4153794.250000 Penalty: 5082.479980
	Iteration 30Q: 3 clusters Score -4153794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4153832.250000 Penalty: 5082.479980
	Iteration 31Q: 3 clusters Score -4153832 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4153852.000000 Penalty: 5082.479980
	Iteration 32Q: 3 clusters Score -4153852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4153891.500000 Penalty: 5082.479980
	Iteration 33Q: 3 clusters Score -4153892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4153923.000000 Penalty: 5082.479980
	Iteration 34Q: 3 clusters Score -4153923 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4153934.500000 Penalty: 5082.479980
	Iteration 35Q: 3 clusters Score -4153934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4153954.000000 Penalty: 5082.479980
	Iteration 36Q: 3 clusters Score -4153954 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4153994.250000 Penalty: 5082.479980
	Iteration 37Q: 3 clusters Score -4153994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4154032.250000 Penalty: 5082.479980
	Iteration 38Q: 3 clusters Score -4154032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4154074.750000 Penalty: 5082.479980
	Iteration 39Q: 3 clusters Score -4154075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4154100.250000 Penalty: 5082.479980
	Iteration 40F: 3 clusters Score -4154100 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4154157.000000 Penalty: 5082.479980
	Iteration 41Q: 3 clusters Score -4154157 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4154202.750000 Penalty: 5082.479980
	Iteration 42Q: 3 clusters Score -4154203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4154238.750000 Penalty: 5082.479980
	Iteration 43Q: 3 clusters Score -4154239 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4154287.250000 Penalty: 5082.479980
	Iteration 44Q: 3 clusters Score -4154287 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4154326.250000 Penalty: 5082.479980
	Iteration 45Q: 3 clusters Score -4154326 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4154367.500000 Penalty: 5082.479980
	Iteration 46Q: 3 clusters Score -4154368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4154375.000000 Penalty: 5082.479980
	Iteration 47Q: 3 clusters Score -4154375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4154394.250000 Penalty: 5082.479980
	Iteration 48Q: 3 clusters Score -4154394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -4154410.000000 Penalty: 5082.479980
	Iteration 49Q: 3 clusters Score -4154410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4154440.750000 Penalty: 5082.479980
	Iteration 50Q: 3 clusters Score -4154441 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4154445.750000 Penalty: 5082.479980
	Iteration 51Q: 3 clusters Score -4154446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4154470.500000 Penalty: 5082.479980
	Iteration 52Q: 3 clusters Score -4154470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4154477.500000 Penalty: 5082.479980
	Iteration 53Q: 3 clusters Score -4154478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4154515.500000 Penalty: 5082.479980
	Iteration 54Q: 3 clusters Score -4154516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4154524.750000 Penalty: 5082.479980
	Iteration 55Q: 3 clusters Score -4154525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4154538.250000 Penalty: 5082.479980
	Iteration 56Q: 3 clusters Score -4154538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4154560.250000 Penalty: 5082.479980
	Iteration 57Q: 3 clusters Score -4154560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4154565.500000 Penalty: 5082.479980
	Iteration 58Q: 3 clusters Score -4154566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4154579.750000 Penalty: 5082.479980
	Iteration 59Q: 3 clusters Score -4154580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -4154590.250000 Penalty: 5082.479980
	Iteration 60F: 3 clusters Score -4154590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4154611.250000 Penalty: 5082.479980
	Iteration 61Q: 3 clusters Score -4154611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4154622.250000 Penalty: 5082.479980
	Iteration 62Q: 3 clusters Score -4154622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4154629.000000 Penalty: 5082.479980
	Iteration 63Q: 3 clusters Score -4154629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4154646.500000 Penalty: 5082.479980
	Iteration 64Q: 3 clusters Score -4154646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4154654.500000 Penalty: 5082.479980
	Iteration 65Q: 3 clusters Score -4154654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4154663.500000 Penalty: 5082.479980
	Iteration 66Q: 3 clusters Score -4154664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4154672.750000 Penalty: 5082.479980
	Iteration 67Q: 3 clusters Score -4154673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4154684.500000 Penalty: 5082.479980
	Iteration 68Q: 3 clusters Score -4154684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4154698.750000 Penalty: 5082.479980
	Iteration 69Q: 3 clusters Score -4154699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4154710.750000 Penalty: 5082.479980
	Iteration 70Q: 3 clusters Score -4154711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4154708.000000 Penalty: 5082.479980
	Iteration 71Q: 3 clusters Score -4154708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4154708.250000 Penalty: 5082.479980
	Iteration 72Q: 3 clusters Score -4154708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4154713.500000 Penalty: 5082.479980
	Iteration 73Q: 3 clusters Score -4154714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4154724.250000 Penalty: 5082.479980
	Iteration 74Q: 3 clusters Score -4154724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4154735.250000 Penalty: 5082.479980
	Iteration 75Q: 3 clusters Score -4154735 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4154747.500000 Penalty: 5082.479980
	Iteration 76Q: 3 clusters Score -4154748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4154759.000000 Penalty: 5082.479980
	Iteration 77Q: 3 clusters Score -4154759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4154769.750000 Penalty: 5082.479980
	Iteration 78Q: 3 clusters Score -4154770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4154774.250000 Penalty: 5082.479980
	Iteration 79Q: 3 clusters Score -4154774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4154794.500000 Penalty: 5082.479980
	Iteration 80F: 3 clusters Score -4154794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4154791.500000 Penalty: 5082.479980
	Iteration 81Q: 3 clusters Score -4154792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4154802.000000 Penalty: 5082.479980
	Iteration 82Q: 3 clusters Score -4154802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4154788.000000 Penalty: 5082.479980
	Iteration 83Q: 3 clusters Score -4154788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4154794.250000 Penalty: 5082.479980
	Iteration 84Q: 3 clusters Score -4154794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -4154800.250000 Penalty: 5082.479980
	Iteration 85Q: 3 clusters Score -4154800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4154799.750000 Penalty: 5082.479980
	Iteration 86Q: 3 clusters Score -4154800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4154800.000000 Penalty: 5082.479980
	Iteration 87Q: 3 clusters Score -4154800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4154797.500000 Penalty: 5082.479980
	Iteration 88Q: 3 clusters Score -4154798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4154806.000000 Penalty: 5082.479980
	Iteration 89Q: 3 clusters Score -4154806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4154812.500000 Penalty: 5082.479980
	Iteration 90Q: 3 clusters Score -4154812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4154812.000000 Penalty: 5082.479980
	Iteration 91Q: 3 clusters Score -4154812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4154807.750000 Penalty: 5082.479980
	Iteration 92Q: 3 clusters Score -4154808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4154814.250000 Penalty: 5082.479980
	Iteration 93Q: 3 clusters Score -4154814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4154820.250000 Penalty: 5082.479980
	Iteration 94Q: 3 clusters Score -4154820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4154826.500000 Penalty: 5082.479980
	Iteration 95Q: 3 clusters Score -4154826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4154827.000000 Penalty: 5082.479980
	Iteration 96Q: 3 clusters Score -4154827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4154829.750000 Penalty: 5082.479980
	Iteration 97Q: 3 clusters Score -4154830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4154830.250000 Penalty: 5082.479980
	Iteration 98Q: 3 clusters Score -4154830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4154827.250000 Penalty: 5082.479980
	Iteration 99Q: 3 clusters Score -4154827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4154833.500000 Penalty: 5082.479980
	Iteration 100F: 3 clusters Score -4154834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4154836.750000 Penalty: 5082.479980
	Iteration 101Q: 3 clusters Score -4154837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4154841.750000 Penalty: 5082.479980
	Iteration 102Q: 3 clusters Score -4154842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4154839.250000 Penalty: 5082.479980
	Iteration 103Q: 3 clusters Score -4154839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4154840.500000 Penalty: 5082.479980
	Iteration 104Q: 3 clusters Score -4154840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4154844.250000 Penalty: 5082.479980
	Iteration 105Q: 3 clusters Score -4154844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4154849.000000 Penalty: 5082.479980
	Iteration 106Q: 3 clusters Score -4154849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4154849.250000 Penalty: 5082.479980
	Iteration 107Q: 3 clusters Score -4154849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4154850.250000 Penalty: 5082.479980
	Iteration 108Q: 3 clusters Score -4154850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4154857.000000 Penalty: 5082.479980
	Iteration 109Q: 3 clusters Score -4154857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4154857.000000 Penalty: 5082.479980
	Iteration 110Q: 3 clusters Score -4154857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4154861.500000 Penalty: 5082.479980
	Iteration 111Q: 3 clusters Score -4154862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4154857.250000 Penalty: 5082.479980
	Iteration 112Q: 3 clusters Score -4154857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4154863.750000 Penalty: 5082.479980
	Iteration 113Q: 3 clusters Score -4154864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4154866.500000 Penalty: 5082.479980
	Iteration 114Q: 3 clusters Score -4154866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4154866.000000 Penalty: 5082.479980
	Iteration 115Q: 3 clusters Score -4154866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4154863.750000 Penalty: 5082.479980
	Iteration 116Q: 3 clusters Score -4154864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4154861.250000 Penalty: 5082.479980
	Iteration 117Q: 3 clusters Score -4154861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4154862.500000 Penalty: 5082.479980
	Iteration 118Q: 3 clusters Score -4154862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4154851.750000 Penalty: 5082.479980
	Iteration 119Q: 3 clusters Score -4154852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4154851.250000 Penalty: 5082.479980
	Iteration 120F: 3 clusters Score -4154851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4154851.750000 Penalty: 5082.479980
	Iteration 121Q: 3 clusters Score -4154852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4154853.500000 Penalty: 5082.479980
	Iteration 122Q: 3 clusters Score -4154854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4154857.250000 Penalty: 5082.479980
	Iteration 123Q: 3 clusters Score -4154857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4154853.500000 Penalty: 5082.479980
	Iteration 124Q: 3 clusters Score -4154854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4154855.250000 Penalty: 5082.479980
	Iteration 125Q: 3 clusters Score -4154855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4154856.750000 Penalty: 5082.479980
	Iteration 126Q: 3 clusters Score -4154857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4154860.250000 Penalty: 5082.479980
	Iteration 127Q: 3 clusters Score -4154860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4154859.750000 Penalty: 5082.479980
	Iteration 128Q: 3 clusters Score -4154860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4154855.250000 Penalty: 5082.479980
	Iteration 129Q: 3 clusters Score -4154855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4154857.750000 Penalty: 5082.479980
	Iteration 130Q: 3 clusters Score -4154858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4154855.250000 Penalty: 5082.479980
	Iteration 131Q: 3 clusters Score -4154855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4154857.250000 Penalty: 5082.479980
	Iteration 132Q: 3 clusters Score -4154857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4154858.750000 Penalty: 5082.479980
	Iteration 133Q: 3 clusters Score -4154859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4154858.000000 Penalty: 5082.479980
	Iteration 134Q: 3 clusters Score -4154858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4154856.500000 Penalty: 5082.479980
	Iteration 135Q: 3 clusters Score -4154856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4154857.250000 Penalty: 5082.479980
	Iteration 136Q: 3 clusters Score -4154857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4154862.750000 Penalty: 5082.479980
	Iteration 137Q: 3 clusters Score -4154863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4154860.500000 Penalty: 5082.479980
	Iteration 138Q: 3 clusters Score -4154860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4154860.500000 Penalty: 5082.479980
	Iteration 139F: 3 clusters Score -4154860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -348153.250000 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -348153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -345319.406250 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -345319.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345832.875000 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -345832.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345971.500000 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -345971.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -346056.843750 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -346056.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -346106.281250 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -346106.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -346125.718750 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -346125.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -346139.093750 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -346139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -346149.062500 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -346149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -346154.968750 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -346155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -346163.531250 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -346163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -346169.843750 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -346169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -346173.687500 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -346173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -346178.125000 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -346178.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346184.250000 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -346184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -346190.093750 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -346190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -346195.062500 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -346195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346201.500000 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -346201.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -346206.750000 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -346206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -346212.687500 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -346212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -346216.468750 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -346216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -346217.562500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -346217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -346219.125000 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -346219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -346220.875000 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -346220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -346221.718750 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -346221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -346221.718750 Penalty: 3840.231445
	Iteration 24F: 3 clusters Score -346221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -1208806.125000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -1208806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1202427.875000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -1202428 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1204235.625000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -1204236 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1204704.625000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -1204705 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1205166.250000 Penalty: 4458.578613
	Iteration 3F: 3 clusters Score -1205166 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1205614.000000 Penalty: 4458.578613
	Iteration 4F: 3 clusters Score -1205614 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1205953.500000 Penalty: 4458.578613
	Iteration 5F: 3 clusters Score -1205954 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1206176.875000 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -1206177 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1206343.250000 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -1206343 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1206475.375000 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -1206475 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1206582.125000 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -1206582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1206659.125000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -1206659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1206728.000000 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -1206728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1206794.125000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -1206794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1206858.375000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -1206858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1206916.375000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -1206916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1206972.250000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -1206972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1207030.750000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -1207031 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1207091.000000 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -1207091 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1207149.000000 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -1207149 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1207208.750000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -1207209 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1207263.125000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -1207263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1207299.875000 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -1207300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1207329.125000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -1207329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1207355.250000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -1207355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1207388.500000 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -1207388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1207413.750000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -1207414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1207429.375000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -1207429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1207443.500000 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -1207444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1207454.250000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -1207454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1207465.375000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -1207465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1207479.250000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -1207479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1207495.750000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -1207496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1207505.000000 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -1207505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1207515.875000 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -1207516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1207524.125000 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -1207524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1207531.125000 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -1207531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1207535.750000 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -1207536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1207539.625000 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -1207540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1207542.875000 Penalty: 4458.578613
	Iteration 38Q: 3 clusters Score -1207543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1207548.875000 Penalty: 4458.578613
	Iteration 39Q: 3 clusters Score -1207549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1207555.125000 Penalty: 4458.578613
	Iteration 40F: 3 clusters Score -1207555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1207559.125000 Penalty: 4458.578613
	Iteration 41Q: 3 clusters Score -1207559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1207565.000000 Penalty: 4458.578613
	Iteration 42Q: 3 clusters Score -1207565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1207566.875000 Penalty: 4458.578613
	Iteration 43Q: 3 clusters Score -1207567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1207572.875000 Penalty: 4458.578613
	Iteration 44Q: 3 clusters Score -1207573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1207579.250000 Penalty: 4458.578613
	Iteration 45Q: 3 clusters Score -1207579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1207584.625000 Penalty: 4458.578613
	Iteration 46Q: 3 clusters Score -1207585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1207590.125000 Penalty: 4458.578613
	Iteration 47Q: 3 clusters Score -1207590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1207594.625000 Penalty: 4458.578613
	Iteration 48Q: 3 clusters Score -1207595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1207597.250000 Penalty: 4458.578613
	Iteration 49Q: 3 clusters Score -1207597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1207596.375000 Penalty: 4458.578613
	Iteration 50Q: 3 clusters Score -1207596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1207602.750000 Penalty: 4458.578613
	Iteration 51Q: 3 clusters Score -1207603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1207606.250000 Penalty: 4458.578613
	Iteration 52Q: 3 clusters Score -1207606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1207610.875000 Penalty: 4458.578613
	Iteration 53Q: 3 clusters Score -1207611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1207612.375000 Penalty: 4458.578613
	Iteration 54Q: 3 clusters Score -1207612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1207618.375000 Penalty: 4458.578613
	Iteration 55Q: 3 clusters Score -1207618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1207625.750000 Penalty: 4458.578613
	Iteration 56Q: 3 clusters Score -1207626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1207627.625000 Penalty: 4458.578613
	Iteration 57Q: 3 clusters Score -1207628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1207631.375000 Penalty: 4458.578613
	Iteration 58Q: 3 clusters Score -1207631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1207634.500000 Penalty: 4458.578613
	Iteration 59Q: 3 clusters Score -1207634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1207634.125000 Penalty: 4458.578613
	Iteration 60F: 3 clusters Score -1207634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1207638.125000 Penalty: 4458.578613
	Iteration 61Q: 3 clusters Score -1207638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1207639.500000 Penalty: 4458.578613
	Iteration 62Q: 3 clusters Score -1207640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1207643.125000 Penalty: 4458.578613
	Iteration 63Q: 3 clusters Score -1207643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1207644.875000 Penalty: 4458.578613
	Iteration 64Q: 3 clusters Score -1207645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1207647.750000 Penalty: 4458.578613
	Iteration 65Q: 3 clusters Score -1207648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1207648.375000 Penalty: 4458.578613
	Iteration 66Q: 3 clusters Score -1207648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1207650.625000 Penalty: 4458.578613
	Iteration 67Q: 3 clusters Score -1207651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1207660.125000 Penalty: 4458.578613
	Iteration 68Q: 3 clusters Score -1207660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1207665.625000 Penalty: 4458.578613
	Iteration 69Q: 3 clusters Score -1207666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1207674.875000 Penalty: 4458.578613
	Iteration 70Q: 3 clusters Score -1207675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1207683.750000 Penalty: 4458.578613
	Iteration 71Q: 3 clusters Score -1207684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1207687.375000 Penalty: 4458.578613
	Iteration 72Q: 3 clusters Score -1207687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1207694.625000 Penalty: 4458.578613
	Iteration 73Q: 3 clusters Score -1207695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1207699.250000 Penalty: 4458.578613
	Iteration 74Q: 3 clusters Score -1207699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1207700.000000 Penalty: 4458.578613
	Iteration 75Q: 3 clusters Score -1207700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1207701.875000 Penalty: 4458.578613
	Iteration 76Q: 3 clusters Score -1207702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1207705.375000 Penalty: 4458.578613
	Iteration 77Q: 3 clusters Score -1207705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1207708.750000 Penalty: 4458.578613
	Iteration 78Q: 3 clusters Score -1207709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1207711.250000 Penalty: 4458.578613
	Iteration 79Q: 3 clusters Score -1207711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1207713.250000 Penalty: 4458.578613
	Iteration 80F: 3 clusters Score -1207713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1207716.000000 Penalty: 4458.578613
	Iteration 81Q: 3 clusters Score -1207716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1207718.125000 Penalty: 4458.578613
	Iteration 82Q: 3 clusters Score -1207718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1207718.750000 Penalty: 4458.578613
	Iteration 83Q: 3 clusters Score -1207719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1207719.125000 Penalty: 4458.578613
	Iteration 84Q: 3 clusters Score -1207719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1207716.750000 Penalty: 4458.578613
	Iteration 85Q: 3 clusters Score -1207717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1207718.250000 Penalty: 4458.578613
	Iteration 86Q: 3 clusters Score -1207718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1207718.750000 Penalty: 4458.578613
	Iteration 87Q: 3 clusters Score -1207719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1207717.875000 Penalty: 4458.578613
	Iteration 88Q: 3 clusters Score -1207718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1207717.875000 Penalty: 4458.578613
	Iteration 89F: 3 clusters Score -1207718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (86432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Entering Unmasked Estep 
Score: -13617047.000000 Penalty: 2819.043945
	Iteration 0F: 2 clusters Score -1.361705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -13563197.000000 Penalty: 5638.087891
	Iteration 0F: 3 clusters Score -1.35632e+07 nChanged 40798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -13586523.000000 Penalty: 5638.087891
	Iteration 1F: 3 clusters Score -1.358652e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -13587693.000000 Penalty: 5638.087891
	Iteration 2Q: 3 clusters Score -1.358769e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -13589262.000000 Penalty: 5638.087891
	Iteration 3Q: 3 clusters Score -1.358926e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -13591541.000000 Penalty: 5638.087891
	Iteration 4Q: 3 clusters Score -1.359154e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -13594934.000000 Penalty: 5638.087891
	Iteration 5F: 3 clusters Score -1.359493e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -13599862.000000 Penalty: 5638.087891
	Iteration 6F: 3 clusters Score -1.359986e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -13604716.000000 Penalty: 5638.087891
	Iteration 7F: 3 clusters Score -1.360472e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -13608668.000000 Penalty: 5638.087891
	Iteration 8F: 3 clusters Score -1.360867e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -13611401.000000 Penalty: 5638.087891
	Iteration 9Q: 3 clusters Score -1.36114e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -13613018.000000 Penalty: 5638.087891
	Iteration 10Q: 3 clusters Score -1.361302e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -13613827.000000 Penalty: 5638.087891
	Iteration 11Q: 3 clusters Score -1.361383e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -13614342.000000 Penalty: 5638.087891
	Iteration 12Q: 3 clusters Score -1.361434e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13614667.000000 Penalty: 5638.087891
	Iteration 13Q: 3 clusters Score -1.361467e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -13614886.000000 Penalty: 5638.087891
	Iteration 14Q: 3 clusters Score -1.361489e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -13615006.000000 Penalty: 5638.087891
	Iteration 15Q: 3 clusters Score -1.361501e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -13615098.000000 Penalty: 5638.087891
	Iteration 16Q: 3 clusters Score -1.36151e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -13615218.000000 Penalty: 5638.087891
	Iteration 17Q: 3 clusters Score -1.361522e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13615316.000000 Penalty: 5638.087891
	Iteration 18Q: 3 clusters Score -1.361532e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13615352.000000 Penalty: 5638.087891
	Iteration 19Q: 3 clusters Score -1.361535e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13615374.000000 Penalty: 5638.087891
	Iteration 20F: 3 clusters Score -1.361537e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -13615402.000000 Penalty: 5638.087891
	Iteration 21Q: 3 clusters Score -1.36154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -13615420.000000 Penalty: 5638.087891
	Iteration 22Q: 3 clusters Score -1.361542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13615443.000000 Penalty: 5638.087891
	Iteration 23Q: 3 clusters Score -1.361544e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -13615462.000000 Penalty: 5638.087891
	Iteration 24Q: 3 clusters Score -1.361546e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13615484.000000 Penalty: 5638.087891
	Iteration 25Q: 3 clusters Score -1.361548e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13615507.000000 Penalty: 5638.087891
	Iteration 26Q: 3 clusters Score -1.361551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13615540.000000 Penalty: 5638.087891
	Iteration 27Q: 3 clusters Score -1.361554e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13615585.000000 Penalty: 5638.087891
	Iteration 28Q: 3 clusters Score -1.361558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13615596.000000 Penalty: 5638.087891
	Iteration 29Q: 3 clusters Score -1.36156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -13615615.000000 Penalty: 5638.087891
	Iteration 30Q: 3 clusters Score -1.361562e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13615639.000000 Penalty: 5638.087891
	Iteration 31Q: 3 clusters Score -1.361564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13615649.000000 Penalty: 5638.087891
	Iteration 32Q: 3 clusters Score -1.361565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13615655.000000 Penalty: 5638.087891
	Iteration 33Q: 3 clusters Score -1.361566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13615667.000000 Penalty: 5638.087891
	Iteration 34Q: 3 clusters Score -1.361567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -13615670.000000 Penalty: 5638.087891
	Iteration 35Q: 3 clusters Score -1.361567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13615684.000000 Penalty: 5638.087891
	Iteration 36Q: 3 clusters Score -1.361568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13615684.000000 Penalty: 5638.087891
	Iteration 37Q: 3 clusters Score -1.361568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13615690.000000 Penalty: 5638.087891
	Iteration 38Q: 3 clusters Score -1.361569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13615703.000000 Penalty: 5638.087891
	Iteration 39Q: 3 clusters Score -1.36157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13615700.000000 Penalty: 5638.087891
	Iteration 40F: 3 clusters Score -1.36157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -13615696.000000 Penalty: 5638.087891
	Iteration 41Q: 3 clusters Score -1.36157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13615700.000000 Penalty: 5638.087891
	Iteration 42Q: 3 clusters Score -1.36157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13615713.000000 Penalty: 5638.087891
	Iteration 43Q: 3 clusters Score -1.361571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13615721.000000 Penalty: 5638.087891
	Iteration 44Q: 3 clusters Score -1.361572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13615726.000000 Penalty: 5638.087891
	Iteration 45Q: 3 clusters Score -1.361573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13615733.000000 Penalty: 5638.087891
	Iteration 46Q: 3 clusters Score -1.361573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13615720.000000 Penalty: 5638.087891
	Iteration 47Q: 3 clusters Score -1.361572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13615722.000000 Penalty: 5638.087891
	Iteration 48Q: 3 clusters Score -1.361572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13615734.000000 Penalty: 5638.087891
	Iteration 49Q: 3 clusters Score -1.361573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13615726.000000 Penalty: 5638.087891
	Iteration 50Q: 3 clusters Score -1.361573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13615734.000000 Penalty: 5638.087891
	Iteration 51Q: 3 clusters Score -1.361573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615722.000000 Penalty: 5638.087891
	Iteration 52Q: 3 clusters Score -1.361572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615723.000000 Penalty: 5638.087891
	Iteration 53Q: 3 clusters Score -1.361572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615733.000000 Penalty: 5638.087891
	Iteration 54Q: 3 clusters Score -1.361573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -13615731.000000 Penalty: 5638.087891
	Iteration 55Q: 3 clusters Score -1.361573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615733.000000 Penalty: 5638.087891
	Iteration 56Q: 3 clusters Score -1.361573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13615744.000000 Penalty: 5638.087891
	Iteration 57Q: 3 clusters Score -1.361574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13615750.000000 Penalty: 5638.087891
	Iteration 58Q: 3 clusters Score -1.361575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13615748.000000 Penalty: 5638.087891
	Iteration 59Q: 3 clusters Score -1.361575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -13615764.000000 Penalty: 5638.087891
	Iteration 60F: 3 clusters Score -1.361576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -13615770.000000 Penalty: 5638.087891
	Iteration 61Q: 3 clusters Score -1.361577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13615764.000000 Penalty: 5638.087891
	Iteration 62Q: 3 clusters Score -1.361576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13615758.000000 Penalty: 5638.087891
	Iteration 63Q: 3 clusters Score -1.361576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -13615772.000000 Penalty: 5638.087891
	Iteration 64Q: 3 clusters Score -1.361577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13615769.000000 Penalty: 5638.087891
	Iteration 65Q: 3 clusters Score -1.361577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13615771.000000 Penalty: 5638.087891
	Iteration 66Q: 3 clusters Score -1.361577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13615765.000000 Penalty: 5638.087891
	Iteration 67Q: 3 clusters Score -1.361576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615767.000000 Penalty: 5638.087891
	Iteration 68Q: 3 clusters Score -1.361577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615767.000000 Penalty: 5638.087891
	Iteration 69Q: 3 clusters Score -1.361577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615765.000000 Penalty: 5638.087891
	Iteration 70Q: 3 clusters Score -1.361576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13615768.000000 Penalty: 5638.087891
	Iteration 71Q: 3 clusters Score -1.361577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -13615776.000000 Penalty: 5638.087891
	Iteration 72Q: 3 clusters Score -1.361578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13615779.000000 Penalty: 5638.087891
	Iteration 73Q: 3 clusters Score -1.361578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -13615777.000000 Penalty: 5638.087891
	Iteration 74Q: 3 clusters Score -1.361578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13615778.000000 Penalty: 5638.087891
	Iteration 75Q: 3 clusters Score -1.361578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -13615778.000000 Penalty: 5638.087891
	Iteration 76F: 3 clusters Score -1.361578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Entering Unmasked Estep 
Score: -2443909.500000 Penalty: 2394.906982
	Iteration 0F: 2 clusters Score -2443910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2432593.250000 Penalty: 4789.813965
	Iteration 0F: 3 clusters Score -2432593 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2436181.750000 Penalty: 4789.813965
	Iteration 1F: 3 clusters Score -2436182 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2436692.000000 Penalty: 4789.813965
	Iteration 2F: 3 clusters Score -2436692 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2437054.500000 Penalty: 4789.813965
	Iteration 3F: 3 clusters Score -2437054 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2437375.750000 Penalty: 4789.813965
	Iteration 4Q: 3 clusters Score -2437376 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2437657.000000 Penalty: 4789.813965
	Iteration 5Q: 3 clusters Score -2437657 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2437949.250000 Penalty: 4789.813965
	Iteration 6Q: 3 clusters Score -2437949 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2438328.000000 Penalty: 4789.813965
	Iteration 7Q: 3 clusters Score -2438328 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2438769.250000 Penalty: 4789.813965
	Iteration 8Q: 3 clusters Score -2438769 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2439432.750000 Penalty: 4789.813965
	Iteration 9F: 3 clusters Score -2439433 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2440261.500000 Penalty: 4789.813965
	Iteration 10F: 3 clusters Score -2440262 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2441179.000000 Penalty: 4789.813965
	Iteration 11F: 3 clusters Score -2441179 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2441970.500000 Penalty: 4789.813965
	Iteration 12F: 3 clusters Score -2441970 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2442522.750000 Penalty: 4789.813965
	Iteration 13F: 3 clusters Score -2442523 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2442858.750000 Penalty: 4789.813965
	Iteration 14Q: 3 clusters Score -2442859 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2443022.000000 Penalty: 4789.813965
	Iteration 15Q: 3 clusters Score -2443022 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2443099.500000 Penalty: 4789.813965
	Iteration 16Q: 3 clusters Score -2443100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2443148.500000 Penalty: 4789.813965
	Iteration 17Q: 3 clusters Score -2443148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2443180.500000 Penalty: 4789.813965
	Iteration 18Q: 3 clusters Score -2443180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2443185.000000 Penalty: 4789.813965
	Iteration 19Q: 3 clusters Score -2443185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2443208.000000 Penalty: 4789.813965
	Iteration 20F: 3 clusters Score -2443208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2443214.000000 Penalty: 4789.813965
	Iteration 21Q: 3 clusters Score -2443214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2443213.000000 Penalty: 4789.813965
	Iteration 22Q: 3 clusters Score -2443213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2443215.000000 Penalty: 4789.813965
	Iteration 23Q: 3 clusters Score -2443215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2443219.750000 Penalty: 4789.813965
	Iteration 24Q: 3 clusters Score -2443220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2443223.000000 Penalty: 4789.813965
	Iteration 25Q: 3 clusters Score -2443223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2443230.250000 Penalty: 4789.813965
	Iteration 26Q: 3 clusters Score -2443230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2443229.500000 Penalty: 4789.813965
	Iteration 27Q: 3 clusters Score -2443230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2443236.250000 Penalty: 4789.813965
	Iteration 28Q: 3 clusters Score -2443236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2443238.500000 Penalty: 4789.813965
	Iteration 29Q: 3 clusters Score -2443238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2443238.500000 Penalty: 4789.813965
	Iteration 30Q: 3 clusters Score -2443238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2443235.500000 Penalty: 4789.813965
	Iteration 31Q: 3 clusters Score -2443236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2443232.000000 Penalty: 4789.813965
	Iteration 32Q: 3 clusters Score -2443232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2443233.000000 Penalty: 4789.813965
	Iteration 33Q: 3 clusters Score -2443233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2443238.750000 Penalty: 4789.813965
	Iteration 34Q: 3 clusters Score -2443239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2443234.750000 Penalty: 4789.813965
	Iteration 35Q: 3 clusters Score -2443235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2443229.750000 Penalty: 4789.813965
	Iteration 36Q: 3 clusters Score -2443230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2443231.250000 Penalty: 4789.813965
	Iteration 37Q: 3 clusters Score -2443231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2443232.750000 Penalty: 4789.813965
	Iteration 38Q: 3 clusters Score -2443233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2443234.000000 Penalty: 4789.813965
	Iteration 39Q: 3 clusters Score -2443234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2443239.250000 Penalty: 4789.813965
	Iteration 40F: 3 clusters Score -2443239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2443240.000000 Penalty: 4789.813965
	Iteration 41Q: 3 clusters Score -2443240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2443243.500000 Penalty: 4789.813965
	Iteration 42Q: 3 clusters Score -2443244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2443244.500000 Penalty: 4789.813965
	Iteration 43Q: 3 clusters Score -2443244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2443252.000000 Penalty: 4789.813965
	Iteration 44Q: 3 clusters Score -2443252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2443250.000000 Penalty: 4789.813965
	Iteration 45Q: 3 clusters Score -2443250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2443251.000000 Penalty: 4789.813965
	Iteration 46Q: 3 clusters Score -2443251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2443252.000000 Penalty: 4789.813965
	Iteration 47Q: 3 clusters Score -2443252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2443253.000000 Penalty: 4789.813965
	Iteration 48Q: 3 clusters Score -2443253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2443254.250000 Penalty: 4789.813965
	Iteration 49Q: 3 clusters Score -2443254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2443255.250000 Penalty: 4789.813965
	Iteration 50Q: 3 clusters Score -2443255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2443254.750000 Penalty: 4789.813965
	Iteration 51Q: 3 clusters Score -2443255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2443253.250000 Penalty: 4789.813965
	Iteration 52Q: 3 clusters Score -2443253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2443256.500000 Penalty: 4789.813965
	Iteration 53Q: 3 clusters Score -2443256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2443255.500000 Penalty: 4789.813965
	Iteration 54Q: 3 clusters Score -2443256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2443258.000000 Penalty: 4789.813965
	Iteration 55Q: 3 clusters Score -2443258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2443257.250000 Penalty: 4789.813965
	Iteration 56Q: 3 clusters Score -2443257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2443254.750000 Penalty: 4789.813965
	Iteration 57Q: 3 clusters Score -2443255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2443257.500000 Penalty: 4789.813965
	Iteration 58Q: 3 clusters Score -2443258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2443258.750000 Penalty: 4789.813965
	Iteration 59Q: 3 clusters Score -2443259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2443258.250000 Penalty: 4789.813965
	Iteration 60F: 3 clusters Score -2443258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2443262.750000 Penalty: 4789.813965
	Iteration 61Q: 3 clusters Score -2443263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2443263.000000 Penalty: 4789.813965
	Iteration 62Q: 3 clusters Score -2443263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2443265.500000 Penalty: 4789.813965
	Iteration 63Q: 3 clusters Score -2443266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2443264.000000 Penalty: 4789.813965
	Iteration 64Q: 3 clusters Score -2443264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2443262.500000 Penalty: 4789.813965
	Iteration 65Q: 3 clusters Score -2443262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2443263.000000 Penalty: 4789.813965
	Iteration 66Q: 3 clusters Score -2443263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2443263.500000 Penalty: 4789.813965
	Iteration 67Q: 3 clusters Score -2443264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2443262.000000 Penalty: 4789.813965
	Iteration 68Q: 3 clusters Score -2443262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2443265.750000 Penalty: 4789.813965
	Iteration 69Q: 3 clusters Score -2443266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2443267.750000 Penalty: 4789.813965
	Iteration 70Q: 3 clusters Score -2443268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2443266.750000 Penalty: 4789.813965
	Iteration 71Q: 3 clusters Score -2443267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2443265.750000 Penalty: 4789.813965
	Iteration 72Q: 3 clusters Score -2443266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2443261.750000 Penalty: 4789.813965
	Iteration 73Q: 3 clusters Score -2443262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2443261.250000 Penalty: 4789.813965
	Iteration 74Q: 3 clusters Score -2443261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2443271.750000 Penalty: 4789.813965
	Iteration 75Q: 3 clusters Score -2443272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2443272.500000 Penalty: 4789.813965
	Iteration 76Q: 3 clusters Score -2443272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2443266.750000 Penalty: 4789.813965
	Iteration 77Q: 3 clusters Score -2443267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2443272.000000 Penalty: 4789.813965
	Iteration 78Q: 3 clusters Score -2443272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2443277.500000 Penalty: 4789.813965
	Iteration 79Q: 3 clusters Score -2443278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2443276.750000 Penalty: 4789.813965
	Iteration 80F: 3 clusters Score -2443277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2443277.500000 Penalty: 4789.813965
	Iteration 81Q: 3 clusters Score -2443278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2443283.750000 Penalty: 4789.813965
	Iteration 82Q: 3 clusters Score -2443284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2443283.750000 Penalty: 4789.813965
	Iteration 83Q: 3 clusters Score -2443284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2443287.750000 Penalty: 4789.813965
	Iteration 84Q: 3 clusters Score -2443288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2443286.250000 Penalty: 4789.813965
	Iteration 85Q: 3 clusters Score -2443286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2443285.000000 Penalty: 4789.813965
	Iteration 86Q: 3 clusters Score -2443285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2443282.750000 Penalty: 4789.813965
	Iteration 87Q: 3 clusters Score -2443283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2443284.000000 Penalty: 4789.813965
	Iteration 88Q: 3 clusters Score -2443284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2443289.750000 Penalty: 4789.813965
	Iteration 89Q: 3 clusters Score -2443290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2443285.250000 Penalty: 4789.813965
	Iteration 90Q: 3 clusters Score -2443285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2443286.500000 Penalty: 4789.813965
	Iteration 91Q: 3 clusters Score -2443286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2443286.500000 Penalty: 4789.813965
	Iteration 92F: 3 clusters Score -2443286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Entering Unmasked Estep 
Score: -980119.187500 Penalty: 2182.465576
	Iteration 0F: 2 clusters Score -980119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -974558.875000 Penalty: 4364.931152
	Iteration 0F: 3 clusters Score -974558.9 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -976048.500000 Penalty: 4364.931152
	Iteration 1F: 3 clusters Score -976048.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -976358.750000 Penalty: 4364.931152
	Iteration 2F: 3 clusters Score -976358.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -976563.687500 Penalty: 4364.931152
	Iteration 3F: 3 clusters Score -976563.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -976712.187500 Penalty: 4364.931152
	Iteration 4Q: 3 clusters Score -976712.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -976826.812500 Penalty: 4364.931152
	Iteration 5Q: 3 clusters Score -976826.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -976943.687500 Penalty: 4364.931152
	Iteration 6Q: 3 clusters Score -976943.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -977053.687500 Penalty: 4364.931152
	Iteration 7Q: 3 clusters Score -977053.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -977145.812500 Penalty: 4364.931152
	Iteration 8Q: 3 clusters Score -977145.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -977251.125000 Penalty: 4364.931152
	Iteration 9Q: 3 clusters Score -977251.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -977349.500000 Penalty: 4364.931152
	Iteration 10Q: 3 clusters Score -977349.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -977437.937500 Penalty: 4364.931152
	Iteration 11Q: 3 clusters Score -977437.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -977517.250000 Penalty: 4364.931152
	Iteration 12Q: 3 clusters Score -977517.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -977585.312500 Penalty: 4364.931152
	Iteration 13Q: 3 clusters Score -977585.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -977648.750000 Penalty: 4364.931152
	Iteration 14Q: 3 clusters Score -977648.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -977710.500000 Penalty: 4364.931152
	Iteration 15Q: 3 clusters Score -977710.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -977750.812500 Penalty: 4364.931152
	Iteration 16Q: 3 clusters Score -977750.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -977787.625000 Penalty: 4364.931152
	Iteration 17Q: 3 clusters Score -977787.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -977815.687500 Penalty: 4364.931152
	Iteration 18Q: 3 clusters Score -977815.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -977837.875000 Penalty: 4364.931152
	Iteration 19Q: 3 clusters Score -977837.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -977853.250000 Penalty: 4364.931152
	Iteration 20F: 3 clusters Score -977853.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -977871.625000 Penalty: 4364.931152
	Iteration 21Q: 3 clusters Score -977871.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -977886.437500 Penalty: 4364.931152
	Iteration 22Q: 3 clusters Score -977886.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -977899.750000 Penalty: 4364.931152
	Iteration 23Q: 3 clusters Score -977899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -977914.937500 Penalty: 4364.931152
	Iteration 24Q: 3 clusters Score -977914.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -977929.187500 Penalty: 4364.931152
	Iteration 25Q: 3 clusters Score -977929.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -977939.812500 Penalty: 4364.931152
	Iteration 26Q: 3 clusters Score -977939.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -977949.750000 Penalty: 4364.931152
	Iteration 27Q: 3 clusters Score -977949.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -977959.875000 Penalty: 4364.931152
	Iteration 28Q: 3 clusters Score -977959.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -977971.687500 Penalty: 4364.931152
	Iteration 29Q: 3 clusters Score -977971.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -977981.375000 Penalty: 4364.931152
	Iteration 30Q: 3 clusters Score -977981.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -977988.250000 Penalty: 4364.931152
	Iteration 31Q: 3 clusters Score -977988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -977994.312500 Penalty: 4364.931152
	Iteration 32Q: 3 clusters Score -977994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -977997.937500 Penalty: 4364.931152
	Iteration 33Q: 3 clusters Score -977997.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -977998.000000 Penalty: 4364.931152
	Iteration 34Q: 3 clusters Score -977998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -978002.250000 Penalty: 4364.931152
	Iteration 35Q: 3 clusters Score -978002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -978003.125000 Penalty: 4364.931152
	Iteration 36Q: 3 clusters Score -978003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -978005.687500 Penalty: 4364.931152
	Iteration 37Q: 3 clusters Score -978005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -978005.687500 Penalty: 4364.931152
	Iteration 38F: 3 clusters Score -978005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15302 members 
Mstep: Class 14 contains 21326 members 
Mstep: Class 15 contains 6357 members 
Mstep: Class 16 contains 62155 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 41018 members 
Mstep: Class 19 contains 108250 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 54883 members 
Mstep: Class 22 contains 10305 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 64393 members 
Mstep: Class 25 contains 27657 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 3443 members 
Mstep: Class 28 contains 1283 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6957 members 
Mstep: Class 32 contains 2541 members 
Mstep: Class 33 contains 28196 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 8015 members 
Mstep: Class 36 contains 86432 members 
Mstep: Class 37 contains 15629 members 
Mstep: Class 38 contains 6636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120382664.000000 Penalty: 154999.796875
Iteration 119Q: 47 clusters Score -1.203827e+08 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 21051 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 25170 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15475 members 
Mstep: Class 14 contains 21417 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 62595 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 40941 members 
Mstep: Class 19 contains 108382 members 
Mstep: Class 20 contains 7089 members 
Mstep: Class 21 contains 55043 members 
Mstep: Class 22 contains 10026 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 64805 members 
Mstep: Class 25 contains 27681 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 3765 members 
Mstep: Class 28 contains 1294 members 
Mstep: Class 29 contains 6454 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7015 members 
Mstep: Class 32 contains 3178 members 
Mstep: Class 33 contains 28924 members 
Mstep: Class 34 contains 2197 members 
Mstep: Class 35 contains 8073 members 
Mstep: Class 36 contains 86518 members 
Mstep: Class 37 contains 15582 members 
Mstep: Class 38 contains 6763 members 
Mstep: Class 39 contains 33147 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 49501 members 
Mstep: Class 42 contains 533 members 
Mstep: Class 43 contains 7383 members 
Mstep: Class 44 contains 4760 members 
Mstep: Class 45 contains 5762 members 
Mstep: Class 46 contains 14026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389016.000000 Penalty: 154999.796875
Iteration 120F: 47 clusters Score -1.20389e+08 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 228 members 
Mstep: Class 6 contains 25159 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 12733 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 14 contains 21430 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 62644 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 40655 members 
Mstep: Class 19 contains 107778 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 54801 members 
Mstep: Class 22 contains 9734 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 64324 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 1305 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6988 members 
Mstep: Class 32 contains 3616 members 
Mstep: Class 33 contains 28810 members 
Mstep: Class 34 contains 2175 members 
Mstep: Class 35 contains 8018 members 
Mstep: Class 36 contains 86271 members 
Mstep: Class 37 contains 15536 members 
Mstep: Class 38 contains 6728 members 
Mstep: Class 39 contains 33306 members 
Mstep: Class 40 contains 1005 members 
Mstep: Class 41 contains 50255 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 7671 members 
Mstep: Class 44 contains 5321 members 
Mstep: Class 45 contains 6381 members 
Mstep: Class 46 contains 14260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391936.000000 Penalty: 154999.796875
Iteration 121Q: 47 clusters Score -1.203919e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 21227 members 
Mstep: Class 5 contains 230 members 
Mstep: Class 6 contains 25296 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 12682 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15215 members 
Mstep: Class 14 contains 21435 members 
Mstep: Class 15 contains 7136 members 
Mstep: Class 16 contains 62661 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 40430 members 
Mstep: Class 19 contains 107341 members 
Mstep: Class 20 contains 7005 members 
Mstep: Class 21 contains 54592 members 
Mstep: Class 22 contains 9571 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 64051 members 
Mstep: Class 25 contains 26074 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 1312 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6977 members 
Mstep: Class 32 contains 3942 members 
Mstep: Class 33 contains 28751 members 
Mstep: Class 34 contains 2164 members 
Mstep: Class 35 contains 7989 members 
Mstep: Class 36 contains 86157 members 
Mstep: Class 37 contains 15514 members 
Mstep: Class 38 contains 6727 members 
Mstep: Class 39 contains 33354 members 
Mstep: Class 40 contains 1038 members 
Mstep: Class 41 contains 50807 members 
Mstep: Class 42 contains 551 members 
Mstep: Class 43 contains 7835 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 6824 members 
Mstep: Class 46 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393720.000000 Penalty: 154999.796875
Iteration 122Q: 47 clusters Score -1.203937e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 217 members 
Mstep: Class 4 contains 21266 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 25431 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16937 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 12646 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15136 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 7298 members 
Mstep: Class 16 contains 62650 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 40219 members 
Mstep: Class 19 contains 106997 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 54434 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 63879 members 
Mstep: Class 25 contains 25406 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 4290 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6975 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 28740 members 
Mstep: Class 34 contains 2165 members 
Mstep: Class 35 contains 8006 members 
Mstep: Class 36 contains 86097 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 6726 members 
Mstep: Class 39 contains 33344 members 
Mstep: Class 40 contains 1045 members 
Mstep: Class 41 contains 51279 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 7935 members 
Mstep: Class 44 contains 5768 members 
Mstep: Class 45 contains 7186 members 
Mstep: Class 46 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394896.000000 Penalty: 154999.796875
Iteration 123Q: 47 clusters Score -1.203949e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 21304 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 25584 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16928 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 21476 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 62621 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 40050 members 
Mstep: Class 19 contains 106738 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 54314 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63751 members 
Mstep: Class 25 contains 24768 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4398 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6982 members 
Mstep: Class 32 contains 4414 members 
Mstep: Class 33 contains 28706 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 8012 members 
Mstep: Class 36 contains 86042 members 
Mstep: Class 37 contains 15487 members 
Mstep: Class 38 contains 6731 members 
Mstep: Class 39 contains 33364 members 
Mstep: Class 40 contains 1056 members 
Mstep: Class 41 contains 51673 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8026 members 
Mstep: Class 44 contains 5879 members 
Mstep: Class 45 contains 7464 members 
Mstep: Class 46 contains 14632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395776.000000 Penalty: 154999.796875
Iteration 124Q: 47 clusters Score -1.203958e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5623 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 21322 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 25756 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16920 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 21502 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 62604 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 39923 members 
Mstep: Class 19 contains 106535 members 
Mstep: Class 20 contains 6874 members 
Mstep: Class 21 contains 54200 members 
Mstep: Class 22 contains 9127 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63675 members 
Mstep: Class 25 contains 24198 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4510 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 6982 members 
Mstep: Class 32 contains 4571 members 
Mstep: Class 33 contains 28660 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 8019 members 
Mstep: Class 36 contains 86008 members 
Mstep: Class 37 contains 15475 members 
Mstep: Class 38 contains 6721 members 
Mstep: Class 39 contains 33393 members 
Mstep: Class 40 contains 1060 members 
Mstep: Class 41 contains 52028 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8084 members 
Mstep: Class 44 contains 5981 members 
Mstep: Class 45 contains 7684 members 
Mstep: Class 46 contains 14742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396488.000000 Penalty: 154999.796875
Iteration 125Q: 47 clusters Score -1.203965e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 21342 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 25901 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 12584 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14938 members 
Mstep: Class 14 contains 21521 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 62605 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 39804 members 
Mstep: Class 19 contains 106359 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 54139 members 
Mstep: Class 22 contains 9007 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63642 members 
Mstep: Class 25 contains 23738 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4617 members 
Mstep: Class 28 contains 1356 members 
Mstep: Class 29 contains 6387 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7002 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 28596 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 8023 members 
Mstep: Class 36 contains 85977 members 
Mstep: Class 37 contains 15457 members 
Mstep: Class 38 contains 6715 members 
Mstep: Class 39 contains 33403 members 
Mstep: Class 40 contains 1060 members 
Mstep: Class 41 contains 52322 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 6056 members 
Mstep: Class 45 contains 7892 members 
Mstep: Class 46 contains 14803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397224.000000 Penalty: 154999.796875
Iteration 126Q: 47 clusters Score -1.203972e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 21351 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26058 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16883 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 21534 members 
Mstep: Class 15 contains 7632 members 
Mstep: Class 16 contains 62611 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 39720 members 
Mstep: Class 19 contains 106234 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 54068 members 
Mstep: Class 22 contains 8928 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 63618 members 
Mstep: Class 25 contains 23304 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 1364 members 
Mstep: Class 29 contains 6403 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7012 members 
Mstep: Class 32 contains 4794 members 
Mstep: Class 33 contains 28483 members 
Mstep: Class 34 contains 2171 members 
Mstep: Class 35 contains 8029 members 
Mstep: Class 36 contains 85958 members 
Mstep: Class 37 contains 15437 members 
Mstep: Class 38 contains 6726 members 
Mstep: Class 39 contains 33414 members 
Mstep: Class 40 contains 1064 members 
Mstep: Class 41 contains 52613 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8157 members 
Mstep: Class 44 contains 6108 members 
Mstep: Class 45 contains 8060 members 
Mstep: Class 46 contains 14871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397696.000000 Penalty: 154999.796875
Iteration 127Q: 47 clusters Score -1.203977e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 21364 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26189 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16862 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 12488 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 21543 members 
Mstep: Class 15 contains 7694 members 
Mstep: Class 16 contains 62614 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 39636 members 
Mstep: Class 19 contains 106135 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 53995 members 
Mstep: Class 22 contains 8842 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63595 members 
Mstep: Class 25 contains 22926 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4844 members 
Mstep: Class 28 contains 1364 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7031 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 28370 members 
Mstep: Class 34 contains 2177 members 
Mstep: Class 35 contains 8039 members 
Mstep: Class 36 contains 85937 members 
Mstep: Class 37 contains 15413 members 
Mstep: Class 38 contains 6725 members 
Mstep: Class 39 contains 33432 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 52852 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8181 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 8212 members 
Mstep: Class 46 contains 14945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397936.000000 Penalty: 154999.796875
Iteration 128Q: 47 clusters Score -1.203979e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 21373 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26355 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 12453 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14816 members 
Mstep: Class 14 contains 21545 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 62619 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 39562 members 
Mstep: Class 19 contains 106054 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 53948 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63589 members 
Mstep: Class 25 contains 22583 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 1371 members 
Mstep: Class 29 contains 6430 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7050 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 28250 members 
Mstep: Class 34 contains 2183 members 
Mstep: Class 35 contains 8034 members 
Mstep: Class 36 contains 85923 members 
Mstep: Class 37 contains 15395 members 
Mstep: Class 38 contains 6736 members 
Mstep: Class 39 contains 33444 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 53019 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8205 members 
Mstep: Class 44 contains 6201 members 
Mstep: Class 45 contains 8376 members 
Mstep: Class 46 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398648.000000 Penalty: 154999.796875
Iteration 129Q: 47 clusters Score -1.203986e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5623 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 21383 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26508 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16775 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 14 contains 21548 members 
Mstep: Class 15 contains 7769 members 
Mstep: Class 16 contains 62620 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 39498 members 
Mstep: Class 19 contains 105945 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 53890 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63578 members 
Mstep: Class 25 contains 22295 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5101 members 
Mstep: Class 28 contains 1377 members 
Mstep: Class 29 contains 6453 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7054 members 
Mstep: Class 32 contains 5096 members 
Mstep: Class 33 contains 28095 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8032 members 
Mstep: Class 36 contains 85922 members 
Mstep: Class 37 contains 15384 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 33446 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 53119 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8236 members 
Mstep: Class 44 contains 6252 members 
Mstep: Class 45 contains 8545 members 
Mstep: Class 46 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398976.000000 Penalty: 154999.796875
Iteration 130Q: 47 clusters Score -1.20399e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 21392 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26668 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16770 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 12412 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 7802 members 
Mstep: Class 16 contains 62616 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 39450 members 
Mstep: Class 19 contains 105850 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 53829 members 
Mstep: Class 22 contains 8612 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63579 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 1382 members 
Mstep: Class 29 contains 6483 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7085 members 
Mstep: Class 32 contains 5180 members 
Mstep: Class 33 contains 27965 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8033 members 
Mstep: Class 36 contains 85918 members 
Mstep: Class 37 contains 15363 members 
Mstep: Class 38 contains 6765 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 1083 members 
Mstep: Class 41 contains 53163 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8251 members 
Mstep: Class 44 contains 6295 members 
Mstep: Class 45 contains 8686 members 
Mstep: Class 46 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399304.000000 Penalty: 154999.796875
Iteration 131Q: 47 clusters Score -1.203993e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 21406 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26811 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 12398 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 21555 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 62623 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39396 members 
Mstep: Class 19 contains 105783 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 53783 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63578 members 
Mstep: Class 25 contains 21856 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 6500 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7108 members 
Mstep: Class 32 contains 5276 members 
Mstep: Class 33 contains 27869 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8034 members 
Mstep: Class 36 contains 85916 members 
Mstep: Class 37 contains 15335 members 
Mstep: Class 38 contains 6767 members 
Mstep: Class 39 contains 33431 members 
Mstep: Class 40 contains 1083 members 
Mstep: Class 41 contains 53170 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8276 members 
Mstep: Class 44 contains 6330 members 
Mstep: Class 45 contains 8787 members 
Mstep: Class 46 contains 14997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399512.000000 Penalty: 154999.796875
Iteration 132Q: 47 clusters Score -1.203995e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 26940 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 12373 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14781 members 
Mstep: Class 14 contains 21561 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 62625 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39331 members 
Mstep: Class 19 contains 105723 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 53744 members 
Mstep: Class 22 contains 8525 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63588 members 
Mstep: Class 25 contains 21693 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5453 members 
Mstep: Class 28 contains 1395 members 
Mstep: Class 29 contains 6506 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7124 members 
Mstep: Class 32 contains 5381 members 
Mstep: Class 33 contains 27755 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8033 members 
Mstep: Class 36 contains 85899 members 
Mstep: Class 37 contains 15313 members 
Mstep: Class 38 contains 6783 members 
Mstep: Class 39 contains 33427 members 
Mstep: Class 40 contains 1083 members 
Mstep: Class 41 contains 53201 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8287 members 
Mstep: Class 44 contains 6353 members 
Mstep: Class 45 contains 8872 members 
Mstep: Class 46 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399792.000000 Penalty: 154999.796875
Iteration 133Q: 47 clusters Score -1.203998e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27046 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 12356 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 14 contains 21563 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 62620 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39259 members 
Mstep: Class 19 contains 105658 members 
Mstep: Class 20 contains 6602 members 
Mstep: Class 21 contains 53723 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63598 members 
Mstep: Class 25 contains 21561 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5520 members 
Mstep: Class 28 contains 1400 members 
Mstep: Class 29 contains 6515 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7147 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 27648 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8031 members 
Mstep: Class 36 contains 85885 members 
Mstep: Class 37 contains 15289 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 33429 members 
Mstep: Class 40 contains 1086 members 
Mstep: Class 41 contains 53231 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8288 members 
Mstep: Class 44 contains 6386 members 
Mstep: Class 45 contains 8961 members 
Mstep: Class 46 contains 15007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400104.000000 Penalty: 154999.796875
Iteration 134Q: 47 clusters Score -1.204001e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27152 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16704 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14761 members 
Mstep: Class 14 contains 21571 members 
Mstep: Class 15 contains 7928 members 
Mstep: Class 16 contains 62613 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39174 members 
Mstep: Class 19 contains 105593 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 53708 members 
Mstep: Class 22 contains 8478 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63607 members 
Mstep: Class 25 contains 21450 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5588 members 
Mstep: Class 28 contains 1405 members 
Mstep: Class 29 contains 6525 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7171 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 27566 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8031 members 
Mstep: Class 36 contains 85877 members 
Mstep: Class 37 contains 15265 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 33424 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 53244 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8291 members 
Mstep: Class 44 contains 6418 members 
Mstep: Class 45 contains 9054 members 
Mstep: Class 46 contains 14995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400048.000000 Penalty: 154999.796875
Iteration 135Q: 47 clusters Score -1.204e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21426 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27255 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16670 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14759 members 
Mstep: Class 14 contains 21580 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 62614 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39105 members 
Mstep: Class 19 contains 105544 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 53677 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63607 members 
Mstep: Class 25 contains 21356 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 1415 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7194 members 
Mstep: Class 32 contains 5684 members 
Mstep: Class 33 contains 27518 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8030 members 
Mstep: Class 36 contains 85876 members 
Mstep: Class 37 contains 15248 members 
Mstep: Class 38 contains 6824 members 
Mstep: Class 39 contains 33422 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 53221 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8304 members 
Mstep: Class 44 contains 6451 members 
Mstep: Class 45 contains 9134 members 
Mstep: Class 46 contains 14971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400040.000000 Penalty: 154999.796875
Iteration 136Q: 47 clusters Score -1.204e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27343 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16648 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14752 members 
Mstep: Class 14 contains 21581 members 
Mstep: Class 15 contains 7962 members 
Mstep: Class 16 contains 62632 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 39039 members 
Mstep: Class 19 contains 105496 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 53645 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63616 members 
Mstep: Class 25 contains 21280 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5682 members 
Mstep: Class 28 contains 1415 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7215 members 
Mstep: Class 32 contains 5760 members 
Mstep: Class 33 contains 27454 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8029 members 
Mstep: Class 36 contains 85885 members 
Mstep: Class 37 contains 15235 members 
Mstep: Class 38 contains 6837 members 
Mstep: Class 39 contains 33420 members 
Mstep: Class 40 contains 1086 members 
Mstep: Class 41 contains 53208 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8310 members 
Mstep: Class 44 contains 6483 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 14959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400104.000000 Penalty: 154999.796875
Iteration 137Q: 47 clusters Score -1.204001e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27424 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14746 members 
Mstep: Class 14 contains 21579 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 62646 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 38990 members 
Mstep: Class 19 contains 105446 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 53633 members 
Mstep: Class 22 contains 8404 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63624 members 
Mstep: Class 25 contains 21221 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 5715 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7238 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 27421 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8035 members 
Mstep: Class 36 contains 85884 members 
Mstep: Class 37 contains 15224 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 33421 members 
Mstep: Class 40 contains 1086 members 
Mstep: Class 41 contains 53164 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8323 members 
Mstep: Class 44 contains 6505 members 
Mstep: Class 45 contains 9259 members 
Mstep: Class 46 contains 14941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400512.000000 Penalty: 154999.796875
Iteration 138Q: 47 clusters Score -1.204005e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21433 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27499 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16614 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14752 members 
Mstep: Class 14 contains 21584 members 
Mstep: Class 15 contains 7984 members 
Mstep: Class 16 contains 62661 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 38948 members 
Mstep: Class 19 contains 105385 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 53624 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63636 members 
Mstep: Class 25 contains 21174 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 5747 members 
Mstep: Class 28 contains 1426 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7263 members 
Mstep: Class 32 contains 5866 members 
Mstep: Class 33 contains 27390 members 
Mstep: Class 34 contains 2184 members 
Mstep: Class 35 contains 8040 members 
Mstep: Class 36 contains 85871 members 
Mstep: Class 37 contains 15212 members 
Mstep: Class 38 contains 6840 members 
Mstep: Class 39 contains 33421 members 
Mstep: Class 40 contains 1086 members 
Mstep: Class 41 contains 53120 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 6511 members 
Mstep: Class 45 contains 9333 members 
Mstep: Class 46 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400448.000000 Penalty: 154999.796875
Iteration 139Q: 47 clusters Score -1.204004e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21437 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27573 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16600 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12261 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 21594 members 
Mstep: Class 15 contains 7994 members 
Mstep: Class 16 contains 62673 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 38908 members 
Mstep: Class 19 contains 105338 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 53617 members 
Mstep: Class 22 contains 8349 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63650 members 
Mstep: Class 25 contains 21126 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 1432 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7299 members 
Mstep: Class 32 contains 5908 members 
Mstep: Class 33 contains 27355 members 
Mstep: Class 34 contains 2185 members 
Mstep: Class 35 contains 8047 members 
Mstep: Class 36 contains 85849 members 
Mstep: Class 37 contains 15191 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 33418 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 53078 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8348 members 
Mstep: Class 44 contains 6516 members 
Mstep: Class 45 contains 9400 members 
Mstep: Class 46 contains 14914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400824.000000 Penalty: 154999.796875
Iteration 140F: 47 clusters Score -1.204008e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 217 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 27644 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16582 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 21605 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 62673 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 38869 members 
Mstep: Class 19 contains 105298 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 53610 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63651 members 
Mstep: Class 25 contains 21090 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 1436 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7339 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 27268 members 
Mstep: Class 34 contains 2186 members 
Mstep: Class 35 contains 8047 members 
Mstep: Class 36 contains 85836 members 
Mstep: Class 37 contains 15163 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 33412 members 
Mstep: Class 40 contains 1084 members 
Mstep: Class 41 contains 53038 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8355 members 
Mstep: Class 44 contains 6527 members 
Mstep: Class 45 contains 9458 members 
Mstep: Class 46 contains 14894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400928.000000 Penalty: 154999.796875
Iteration 141Q: 47 clusters Score -1.204009e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21442 members 
Mstep: Class 5 contains 237 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16569 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 12255 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14761 members 
Mstep: Class 14 contains 21610 members 
Mstep: Class 15 contains 8030 members 
Mstep: Class 16 contains 62673 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 38811 members 
Mstep: Class 19 contains 105253 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 53593 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 63644 members 
Mstep: Class 25 contains 21065 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 5892 members 
Mstep: Class 28 contains 1438 members 
Mstep: Class 29 contains 6525 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7369 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 27216 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 8052 members 
Mstep: Class 36 contains 85836 members 
Mstep: Class 37 contains 15130 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 33408 members 
Mstep: Class 40 contains 1084 members 
Mstep: Class 41 contains 52989 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8353 members 
Mstep: Class 44 contains 6547 members 
Mstep: Class 45 contains 9515 members 
Mstep: Class 46 contains 14874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400976.000000 Penalty: 154999.796875
Iteration 142Q: 47 clusters Score -1.20401e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 5 contains 237 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16554 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14758 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 16 contains 62666 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 105225 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 53583 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63642 members 
Mstep: Class 25 contains 21041 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 5951 members 
Mstep: Class 28 contains 1439 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7391 members 
Mstep: Class 32 contains 6114 members 
Mstep: Class 33 contains 27162 members 
Mstep: Class 34 contains 2188 members 
Mstep: Class 35 contains 8055 members 
Mstep: Class 36 contains 85841 members 
Mstep: Class 37 contains 15103 members 
Mstep: Class 38 contains 6866 members 
Mstep: Class 39 contains 33403 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 52944 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8343 members 
Mstep: Class 44 contains 6568 members 
Mstep: Class 45 contains 9577 members 
Mstep: Class 46 contains 14851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401128.000000 Penalty: 154999.796875
Iteration 143Q: 47 clusters Score -1.204011e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 242 members 
Mstep: Class 6 contains 27878 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16541 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 62670 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 38705 members 
Mstep: Class 19 contains 105188 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 53574 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63649 members 
Mstep: Class 25 contains 21012 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1441 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7406 members 
Mstep: Class 32 contains 6172 members 
Mstep: Class 33 contains 27118 members 
Mstep: Class 34 contains 2189 members 
Mstep: Class 35 contains 8056 members 
Mstep: Class 36 contains 85841 members 
Mstep: Class 37 contains 15076 members 
Mstep: Class 38 contains 6873 members 
Mstep: Class 39 contains 33404 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 52921 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8343 members 
Mstep: Class 44 contains 6583 members 
Mstep: Class 45 contains 9628 members 
Mstep: Class 46 contains 14852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401040.000000 Penalty: 154999.796875
Iteration 144Q: 47 clusters Score -1.20401e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 204 members 
Mstep: Class 4 contains 21433 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 27939 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12218 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 62663 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 38656 members 
Mstep: Class 19 contains 105162 members 
Mstep: Class 20 contains 6563 members 
Mstep: Class 21 contains 53557 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63645 members 
Mstep: Class 25 contains 20987 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1443 members 
Mstep: Class 29 contains 6540 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7424 members 
Mstep: Class 32 contains 6228 members 
Mstep: Class 33 contains 27081 members 
Mstep: Class 34 contains 2193 members 
Mstep: Class 35 contains 8053 members 
Mstep: Class 36 contains 85840 members 
Mstep: Class 37 contains 15044 members 
Mstep: Class 38 contains 6891 members 
Mstep: Class 39 contains 33401 members 
Mstep: Class 40 contains 1093 members 
Mstep: Class 41 contains 52884 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8343 members 
Mstep: Class 44 contains 6598 members 
Mstep: Class 45 contains 9674 members 
Mstep: Class 46 contains 14856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401064.000000 Penalty: 154999.796875
Iteration 145Q: 47 clusters Score -1.204011e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21431 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 27981 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12210 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14736 members 
Mstep: Class 14 contains 21618 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 62657 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 38617 members 
Mstep: Class 19 contains 105132 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 53543 members 
Mstep: Class 22 contains 8243 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 63652 members 
Mstep: Class 25 contains 20961 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 1443 members 
Mstep: Class 29 contains 6549 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7442 members 
Mstep: Class 32 contains 6279 members 
Mstep: Class 33 contains 27060 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 8052 members 
Mstep: Class 36 contains 85839 members 
Mstep: Class 37 contains 15015 members 
Mstep: Class 38 contains 6902 members 
Mstep: Class 39 contains 33398 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 52872 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8344 members 
Mstep: Class 44 contains 6609 members 
Mstep: Class 45 contains 9727 members 
Mstep: Class 46 contains 14854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401008.000000 Penalty: 154999.796875
Iteration 146Q: 47 clusters Score -1.20401e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21430 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 28019 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12198 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14727 members 
Mstep: Class 14 contains 21619 members 
Mstep: Class 15 contains 8107 members 
Mstep: Class 16 contains 62654 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 38577 members 
Mstep: Class 19 contains 105105 members 
Mstep: Class 20 contains 6535 members 
Mstep: Class 21 contains 53530 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63655 members 
Mstep: Class 25 contains 20935 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 1443 members 
Mstep: Class 29 contains 6557 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7459 members 
Mstep: Class 32 contains 6328 members 
Mstep: Class 33 contains 27035 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 8056 members 
Mstep: Class 36 contains 85849 members 
Mstep: Class 37 contains 14984 members 
Mstep: Class 38 contains 6910 members 
Mstep: Class 39 contains 33397 members 
Mstep: Class 40 contains 1100 members 
Mstep: Class 41 contains 52846 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8345 members 
Mstep: Class 44 contains 6613 members 
Mstep: Class 45 contains 9782 members 
Mstep: Class 46 contains 14853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400880.000000 Penalty: 154999.796875
Iteration 147Q: 47 clusters Score -1.204009e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21428 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 28054 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16480 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 21622 members 
Mstep: Class 15 contains 8119 members 
Mstep: Class 16 contains 62653 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 38539 members 
Mstep: Class 19 contains 105068 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 53512 members 
Mstep: Class 22 contains 8205 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63650 members 
Mstep: Class 25 contains 20917 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 1444 members 
Mstep: Class 29 contains 6558 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7480 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 27007 members 
Mstep: Class 34 contains 2198 members 
Mstep: Class 35 contains 8055 members 
Mstep: Class 36 contains 85854 members 
Mstep: Class 37 contains 14952 members 
Mstep: Class 38 contains 6923 members 
Mstep: Class 39 contains 33400 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 52838 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8344 members 
Mstep: Class 44 contains 6628 members 
Mstep: Class 45 contains 9837 members 
Mstep: Class 46 contains 14849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400664.000000 Penalty: 154999.796875
Iteration 148Q: 47 clusters Score -1.204007e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21424 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16475 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14725 members 
Mstep: Class 14 contains 21625 members 
Mstep: Class 15 contains 8135 members 
Mstep: Class 16 contains 62651 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 38508 members 
Mstep: Class 19 contains 105041 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 53490 members 
Mstep: Class 22 contains 8189 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63657 members 
Mstep: Class 25 contains 20904 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1445 members 
Mstep: Class 29 contains 6560 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7502 members 
Mstep: Class 32 contains 6398 members 
Mstep: Class 33 contains 26972 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 8048 members 
Mstep: Class 36 contains 85848 members 
Mstep: Class 37 contains 14925 members 
Mstep: Class 38 contains 6931 members 
Mstep: Class 39 contains 33399 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 52835 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8345 members 
Mstep: Class 44 contains 6648 members 
Mstep: Class 45 contains 9893 members 
Mstep: Class 46 contains 14846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400816.000000 Penalty: 154999.796875
Iteration 149Q: 47 clusters Score -1.204008e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21424 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28094 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 21632 members 
Mstep: Class 15 contains 8145 members 
Mstep: Class 16 contains 62655 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 38479 members 
Mstep: Class 19 contains 105014 members 
Mstep: Class 20 contains 6520 members 
Mstep: Class 21 contains 53478 members 
Mstep: Class 22 contains 8168 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63660 members 
Mstep: Class 25 contains 20883 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 1445 members 
Mstep: Class 29 contains 6561 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7518 members 
Mstep: Class 32 contains 6420 members 
Mstep: Class 33 contains 26940 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 8039 members 
Mstep: Class 36 contains 85843 members 
Mstep: Class 37 contains 14901 members 
Mstep: Class 38 contains 6935 members 
Mstep: Class 39 contains 33398 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 52832 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8347 members 
Mstep: Class 44 contains 6665 members 
Mstep: Class 45 contains 9943 members 
Mstep: Class 46 contains 14833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400872.000000 Penalty: 154999.796875
Iteration 150Q: 47 clusters Score -1.204009e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5478 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 21640 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 62656 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 38453 members 
Mstep: Class 19 contains 104984 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 53471 members 
Mstep: Class 22 contains 8150 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63656 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 1445 members 
Mstep: Class 29 contains 6556 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7534 members 
Mstep: Class 32 contains 6453 members 
Mstep: Class 33 contains 26911 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 8031 members 
Mstep: Class 36 contains 85842 members 
Mstep: Class 37 contains 14881 members 
Mstep: Class 38 contains 6943 members 
Mstep: Class 39 contains 33397 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52822 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8349 members 
Mstep: Class 44 contains 6679 members 
Mstep: Class 45 contains 9990 members 
Mstep: Class 46 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400872.000000 Penalty: 154999.796875
Iteration 151Q: 47 clusters Score -1.204009e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21431 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28143 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 21642 members 
Mstep: Class 15 contains 8177 members 
Mstep: Class 16 contains 62658 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38439 members 
Mstep: Class 19 contains 104957 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 53454 members 
Mstep: Class 22 contains 8138 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63649 members 
Mstep: Class 25 contains 20860 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 1447 members 
Mstep: Class 29 contains 6554 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7548 members 
Mstep: Class 32 contains 6477 members 
Mstep: Class 33 contains 26864 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 8032 members 
Mstep: Class 36 contains 85848 members 
Mstep: Class 37 contains 14861 members 
Mstep: Class 38 contains 6949 members 
Mstep: Class 39 contains 33395 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52817 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8356 members 
Mstep: Class 44 contains 6695 members 
Mstep: Class 45 contains 10037 members 
Mstep: Class 46 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400840.000000 Penalty: 154999.796875
Iteration 152Q: 47 clusters Score -1.204008e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28173 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16435 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 12181 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 21649 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 62666 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38419 members 
Mstep: Class 19 contains 104943 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 53436 members 
Mstep: Class 22 contains 8119 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63641 members 
Mstep: Class 25 contains 20851 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6310 members 
Mstep: Class 28 contains 1449 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7565 members 
Mstep: Class 32 contains 6505 members 
Mstep: Class 33 contains 26831 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 8026 members 
Mstep: Class 36 contains 85853 members 
Mstep: Class 37 contains 14842 members 
Mstep: Class 38 contains 6956 members 
Mstep: Class 39 contains 33397 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52804 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8365 members 
Mstep: Class 44 contains 6703 members 
Mstep: Class 45 contains 10079 members 
Mstep: Class 46 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401032.000000 Penalty: 154999.796875
Iteration 153Q: 47 clusters Score -1.20401e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21437 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28197 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16403 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 12181 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 21653 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 62667 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38402 members 
Mstep: Class 19 contains 104924 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 53430 members 
Mstep: Class 22 contains 8104 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63638 members 
Mstep: Class 25 contains 20847 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6328 members 
Mstep: Class 28 contains 1450 members 
Mstep: Class 29 contains 6547 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7570 members 
Mstep: Class 32 contains 6536 members 
Mstep: Class 33 contains 26796 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 8024 members 
Mstep: Class 36 contains 85854 members 
Mstep: Class 37 contains 14818 members 
Mstep: Class 38 contains 6964 members 
Mstep: Class 39 contains 33398 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52789 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8366 members 
Mstep: Class 44 contains 6712 members 
Mstep: Class 45 contains 10129 members 
Mstep: Class 46 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401008.000000 Penalty: 154999.796875
Iteration 154Q: 47 clusters Score -1.20401e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21438 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28220 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16380 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 12172 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 14 contains 21656 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 62667 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 104913 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 53429 members 
Mstep: Class 22 contains 8081 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63635 members 
Mstep: Class 25 contains 20838 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 1452 members 
Mstep: Class 29 contains 6549 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7576 members 
Mstep: Class 32 contains 6577 members 
Mstep: Class 33 contains 26756 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 8014 members 
Mstep: Class 36 contains 85851 members 
Mstep: Class 37 contains 14794 members 
Mstep: Class 38 contains 6982 members 
Mstep: Class 39 contains 33390 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52782 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 6722 members 
Mstep: Class 45 contains 10178 members 
Mstep: Class 46 contains 14813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401056.000000 Penalty: 154999.796875
Iteration 155Q: 47 clusters Score -1.204011e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21438 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 12168 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 21666 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 62667 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 104890 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 53419 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63628 members 
Mstep: Class 25 contains 20832 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6383 members 
Mstep: Class 28 contains 1455 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7580 members 
Mstep: Class 32 contains 6611 members 
Mstep: Class 33 contains 26731 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 8010 members 
Mstep: Class 36 contains 85857 members 
Mstep: Class 37 contains 14766 members 
Mstep: Class 38 contains 6989 members 
Mstep: Class 39 contains 33385 members 
Mstep: Class 40 contains 1113 members 
Mstep: Class 41 contains 52778 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8370 members 
Mstep: Class 44 contains 6730 members 
Mstep: Class 45 contains 10230 members 
Mstep: Class 46 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400776.000000 Penalty: 154999.796875
Iteration 156Q: 47 clusters Score -1.204008e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28251 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 12159 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 8238 members 
Mstep: Class 16 contains 62672 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38365 members 
Mstep: Class 19 contains 104883 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 53413 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63629 members 
Mstep: Class 25 contains 20825 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6403 members 
Mstep: Class 28 contains 1456 members 
Mstep: Class 29 contains 6549 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7587 members 
Mstep: Class 32 contains 6638 members 
Mstep: Class 33 contains 26720 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 8005 members 
Mstep: Class 36 contains 85858 members 
Mstep: Class 37 contains 14745 members 
Mstep: Class 38 contains 6994 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1114 members 
Mstep: Class 41 contains 52773 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8368 members 
Mstep: Class 44 contains 6735 members 
Mstep: Class 45 contains 10275 members 
Mstep: Class 46 contains 14794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400920.000000 Penalty: 154999.796875
Iteration 157Q: 47 clusters Score -1.204009e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21438 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28265 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 12148 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14706 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 8243 members 
Mstep: Class 16 contains 62672 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 104854 members 
Mstep: Class 20 contains 6500 members 
Mstep: Class 21 contains 53424 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63627 members 
Mstep: Class 25 contains 20815 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6423 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7588 members 
Mstep: Class 32 contains 6674 members 
Mstep: Class 33 contains 26703 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 8003 members 
Mstep: Class 36 contains 85850 members 
Mstep: Class 37 contains 14724 members 
Mstep: Class 38 contains 6998 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 52773 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8366 members 
Mstep: Class 44 contains 6739 members 
Mstep: Class 45 contains 10333 members 
Mstep: Class 46 contains 14776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400888.000000 Penalty: 154999.796875
Iteration 158Q: 47 clusters Score -1.204009e+08 nChanged 325
Entering ConstructFrom: 
Score: -120400888.000000 Penalty: 154999.796875
Entering ConstructFrom: 
Trying to split cluster 1 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -129825.328125 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -129825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128010.382812 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -128010.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128385.703125 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -128385.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128548.039062 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -128548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128672.289062 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -128672.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128754.007812 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -128754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128805.851562 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -128805.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128852.523438 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -128852.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128888.398438 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -128888.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128917.656250 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -128917.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128939.757812 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -128939.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128954.093750 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -128954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128972.515625 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -128972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128991.546875 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -128991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129010.125000 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -129010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -129025.210938 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -129025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129039.218750 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -129039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129040.398438 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -129040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129040.398438 Penalty: 3367.330078
	Iteration 17F: 3 clusters Score -129040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -819074.625000 Penalty: 2133.999756
	Iteration 0F: 2 clusters Score -819074.6 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 2752 members 
Entering Unmasked Estep 
Score: -814297.875000 Penalty: 4267.999512
	Iteration 0F: 3 clusters Score -814297.9 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -815687.750000 Penalty: 4267.999512
	Iteration 1F: 3 clusters Score -815687.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -816064.375000 Penalty: 4267.999512
	Iteration 2F: 3 clusters Score -816064.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -816357.000000 Penalty: 4267.999512
	Iteration 3F: 3 clusters Score -816357 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -816587.812500 Penalty: 4267.999512
	Iteration 4F: 3 clusters Score -816587.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -816810.937500 Penalty: 4267.999512
	Iteration 5F: 3 clusters Score -816810.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -817011.687500 Penalty: 4267.999512
	Iteration 6Q: 3 clusters Score -817011.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -817193.812500 Penalty: 4267.999512
	Iteration 7Q: 3 clusters Score -817193.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -817335.625000 Penalty: 4267.999512
	Iteration 8Q: 3 clusters Score -817335.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -817455.687500 Penalty: 4267.999512
	Iteration 9Q: 3 clusters Score -817455.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -817567.625000 Penalty: 4267.999512
	Iteration 10Q: 3 clusters Score -817567.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -817654.062500 Penalty: 4267.999512
	Iteration 11Q: 3 clusters Score -817654.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -817722.187500 Penalty: 4267.999512
	Iteration 12Q: 3 clusters Score -817722.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -817786.875000 Penalty: 4267.999512
	Iteration 13Q: 3 clusters Score -817786.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -817868.500000 Penalty: 4267.999512
	Iteration 14Q: 3 clusters Score -817868.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -817979.125000 Penalty: 4267.999512
	Iteration 15Q: 3 clusters Score -817979.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -818113.562500 Penalty: 4267.999512
	Iteration 16Q: 3 clusters Score -818113.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818249.562500 Penalty: 4267.999512
	Iteration 17Q: 3 clusters Score -818249.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -818400.750000 Penalty: 4267.999512
	Iteration 18Q: 3 clusters Score -818400.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -818538.062500 Penalty: 4267.999512
	Iteration 19Q: 3 clusters Score -818538.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -818650.812500 Penalty: 4267.999512
	Iteration 20F: 3 clusters Score -818650.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -818718.437500 Penalty: 4267.999512
	Iteration 21Q: 3 clusters Score -818718.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -818763.187500 Penalty: 4267.999512
	Iteration 22Q: 3 clusters Score -818763.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -818792.250000 Penalty: 4267.999512
	Iteration 23Q: 3 clusters Score -818792.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -818819.812500 Penalty: 4267.999512
	Iteration 24Q: 3 clusters Score -818819.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -818850.250000 Penalty: 4267.999512
	Iteration 25Q: 3 clusters Score -818850.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -818886.375000 Penalty: 4267.999512
	Iteration 26Q: 3 clusters Score -818886.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -818905.625000 Penalty: 4267.999512
	Iteration 27Q: 3 clusters Score -818905.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -818923.000000 Penalty: 4267.999512
	Iteration 28Q: 3 clusters Score -818923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -818934.125000 Penalty: 4267.999512
	Iteration 29Q: 3 clusters Score -818934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -818941.187500 Penalty: 4267.999512
	Iteration 30Q: 3 clusters Score -818941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -818949.562500 Penalty: 4267.999512
	Iteration 31Q: 3 clusters Score -818949.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -818955.937500 Penalty: 4267.999512
	Iteration 32Q: 3 clusters Score -818955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -818965.562500 Penalty: 4267.999512
	Iteration 33Q: 3 clusters Score -818965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -818970.937500 Penalty: 4267.999512
	Iteration 34Q: 3 clusters Score -818970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -818975.812500 Penalty: 4267.999512
	Iteration 35Q: 3 clusters Score -818975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -818976.187500 Penalty: 4267.999512
	Iteration 36Q: 3 clusters Score -818976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -818975.312500 Penalty: 4267.999512
	Iteration 37Q: 3 clusters Score -818975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -818976.750000 Penalty: 4267.999512
	Iteration 38Q: 3 clusters Score -818976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -818976.750000 Penalty: 4267.999512
	Iteration 39F: 3 clusters Score -818976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -18061.261719 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -18061.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17224.429688 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -17224.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17516.810547 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -17516.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17752.312500 Penalty: 2635.350342
	Iteration 2F: 3 clusters Score -17752.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17854.982422 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -17854.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17884.591797 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -17884.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17889.150391 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -17889.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -17889.150391 Penalty: 2635.350342
	Iteration 6F: 3 clusters Score -17889.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Entering Unmasked Estep 
Score: -3331916.250000 Penalty: 2473.260986
	Iteration 0F: 2 clusters Score -3331916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3316927.250000 Penalty: 4946.521973
	Iteration 0F: 3 clusters Score -3316927 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3322221.750000 Penalty: 4946.521973
	Iteration 1F: 3 clusters Score -3322222 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3322801.250000 Penalty: 4946.521973
	Iteration 2F: 3 clusters Score -3322801 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3323371.000000 Penalty: 4946.521973
	Iteration 3F: 3 clusters Score -3323371 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3323984.500000 Penalty: 4946.521973
	Iteration 4F: 3 clusters Score -3323984 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3324608.750000 Penalty: 4946.521973
	Iteration 5F: 3 clusters Score -3324609 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3325196.750000 Penalty: 4946.521973
	Iteration 6F: 3 clusters Score -3325197 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3325748.250000 Penalty: 4946.521973
	Iteration 7Q: 3 clusters Score -3325748 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3326230.750000 Penalty: 4946.521973
	Iteration 8Q: 3 clusters Score -3326231 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3326716.250000 Penalty: 4946.521973
	Iteration 9Q: 3 clusters Score -3326716 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3327107.500000 Penalty: 4946.521973
	Iteration 10Q: 3 clusters Score -3327108 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3327433.250000 Penalty: 4946.521973
	Iteration 11Q: 3 clusters Score -3327433 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3327762.500000 Penalty: 4946.521973
	Iteration 12Q: 3 clusters Score -3327762 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3328103.750000 Penalty: 4946.521973
	Iteration 13Q: 3 clusters Score -3328104 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3328392.500000 Penalty: 4946.521973
	Iteration 14Q: 3 clusters Score -3328392 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3328655.500000 Penalty: 4946.521973
	Iteration 15Q: 3 clusters Score -3328656 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3328848.750000 Penalty: 4946.521973
	Iteration 16Q: 3 clusters Score -3328849 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3329015.250000 Penalty: 4946.521973
	Iteration 17Q: 3 clusters Score -3329015 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3329160.000000 Penalty: 4946.521973
	Iteration 18Q: 3 clusters Score -3329160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3329255.250000 Penalty: 4946.521973
	Iteration 19Q: 3 clusters Score -3329255 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3329342.750000 Penalty: 4946.521973
	Iteration 20F: 3 clusters Score -3329343 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3329413.500000 Penalty: 4946.521973
	Iteration 21Q: 3 clusters Score -3329414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3329473.250000 Penalty: 4946.521973
	Iteration 22Q: 3 clusters Score -3329473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3329528.750000 Penalty: 4946.521973
	Iteration 23Q: 3 clusters Score -3329529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3329566.500000 Penalty: 4946.521973
	Iteration 24Q: 3 clusters Score -3329566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3329605.500000 Penalty: 4946.521973
	Iteration 25Q: 3 clusters Score -3329606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3329638.500000 Penalty: 4946.521973
	Iteration 26Q: 3 clusters Score -3329638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3329666.750000 Penalty: 4946.521973
	Iteration 27Q: 3 clusters Score -3329667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3329680.000000 Penalty: 4946.521973
	Iteration 28Q: 3 clusters Score -3329680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3329682.000000 Penalty: 4946.521973
	Iteration 29Q: 3 clusters Score -3329682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3329691.000000 Penalty: 4946.521973
	Iteration 30Q: 3 clusters Score -3329691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3329708.000000 Penalty: 4946.521973
	Iteration 31Q: 3 clusters Score -3329708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3329711.250000 Penalty: 4946.521973
	Iteration 32Q: 3 clusters Score -3329711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3329720.000000 Penalty: 4946.521973
	Iteration 33Q: 3 clusters Score -3329720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3329725.250000 Penalty: 4946.521973
	Iteration 34Q: 3 clusters Score -3329725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3329726.500000 Penalty: 4946.521973
	Iteration 35Q: 3 clusters Score -3329726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3329732.250000 Penalty: 4946.521973
	Iteration 36Q: 3 clusters Score -3329732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3329737.250000 Penalty: 4946.521973
	Iteration 37Q: 3 clusters Score -3329737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3329741.750000 Penalty: 4946.521973
	Iteration 38Q: 3 clusters Score -3329742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3329743.000000 Penalty: 4946.521973
	Iteration 39Q: 3 clusters Score -3329743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3329750.500000 Penalty: 4946.521973
	Iteration 40F: 3 clusters Score -3329750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3329749.000000 Penalty: 4946.521973
	Iteration 41Q: 3 clusters Score -3329749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3329753.000000 Penalty: 4946.521973
	Iteration 42Q: 3 clusters Score -3329753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3329752.000000 Penalty: 4946.521973
	Iteration 43Q: 3 clusters Score -3329752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3329752.000000 Penalty: 4946.521973
	Iteration 44F: 3 clusters Score -3329752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -33456.203125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -33456.2 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 128 members 
Entering Unmasked Estep 
Score: -32284.019531 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -32284.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32360.246094 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -32360.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32378.322266 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -32378.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32382.759766 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -32382.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32382.759766 Penalty: 2730.644531
	Iteration 4F: 3 clusters Score -32382.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Entering Unmasked Estep 
Score: -4421995.000000 Penalty: 2541.960205
	Iteration 0F: 2 clusters Score -4421995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4402634.500000 Penalty: 5083.920410
	Iteration 0F: 3 clusters Score -4402634 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4409387.000000 Penalty: 5083.920410
	Iteration 1F: 3 clusters Score -4409387 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4409831.000000 Penalty: 5083.920410
	Iteration 2Q: 3 clusters Score -4409831 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4410371.500000 Penalty: 5083.920410
	Iteration 3Q: 3 clusters Score -4410372 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4410936.500000 Penalty: 5083.920410
	Iteration 4Q: 3 clusters Score -4410936 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4411651.000000 Penalty: 5083.920410
	Iteration 5Q: 3 clusters Score -4411651 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4412514.000000 Penalty: 5083.920410
	Iteration 6F: 3 clusters Score -4412514 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4413606.500000 Penalty: 5083.920410
	Iteration 7F: 3 clusters Score -4413606 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4414876.500000 Penalty: 5083.920410
	Iteration 8F: 3 clusters Score -4414876 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4416123.000000 Penalty: 5083.920410
	Iteration 9F: 3 clusters Score -4416123 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4417204.500000 Penalty: 5083.920410
	Iteration 10F: 3 clusters Score -4417204 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4417934.500000 Penalty: 5083.920410
	Iteration 11Q: 3 clusters Score -4417934 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4418465.500000 Penalty: 5083.920410
	Iteration 12Q: 3 clusters Score -4418466 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4418898.000000 Penalty: 5083.920410
	Iteration 13Q: 3 clusters Score -4418898 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4419210.500000 Penalty: 5083.920410
	Iteration 14Q: 3 clusters Score -4419210 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4419432.500000 Penalty: 5083.920410
	Iteration 15Q: 3 clusters Score -4419432 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4419586.000000 Penalty: 5083.920410
	Iteration 16Q: 3 clusters Score -4419586 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4419717.000000 Penalty: 5083.920410
	Iteration 17Q: 3 clusters Score -4419717 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4419842.000000 Penalty: 5083.920410
	Iteration 18Q: 3 clusters Score -4419842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4419936.000000 Penalty: 5083.920410
	Iteration 19Q: 3 clusters Score -4419936 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4420012.500000 Penalty: 5083.920410
	Iteration 20F: 3 clusters Score -4420012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4420058.500000 Penalty: 5083.920410
	Iteration 21Q: 3 clusters Score -4420058 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -4420123.000000 Penalty: 5083.920410
	Iteration 22Q: 3 clusters Score -4420123 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4420160.500000 Penalty: 5083.920410
	Iteration 23Q: 3 clusters Score -4420160 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4420199.000000 Penalty: 5083.920410
	Iteration 24Q: 3 clusters Score -4420199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4420220.500000 Penalty: 5083.920410
	Iteration 25Q: 3 clusters Score -4420220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4420250.000000 Penalty: 5083.920410
	Iteration 26Q: 3 clusters Score -4420250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4420273.000000 Penalty: 5083.920410
	Iteration 27Q: 3 clusters Score -4420273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4420303.500000 Penalty: 5083.920410
	Iteration 28Q: 3 clusters Score -4420304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4420322.000000 Penalty: 5083.920410
	Iteration 29Q: 3 clusters Score -4420322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4420336.000000 Penalty: 5083.920410
	Iteration 30Q: 3 clusters Score -4420336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4420362.000000 Penalty: 5083.920410
	Iteration 31Q: 3 clusters Score -4420362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4420374.000000 Penalty: 5083.920410
	Iteration 32Q: 3 clusters Score -4420374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4420391.500000 Penalty: 5083.920410
	Iteration 33Q: 3 clusters Score -4420392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4420398.500000 Penalty: 5083.920410
	Iteration 34Q: 3 clusters Score -4420398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4420409.500000 Penalty: 5083.920410
	Iteration 35Q: 3 clusters Score -4420410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4420424.000000 Penalty: 5083.920410
	Iteration 36Q: 3 clusters Score -4420424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4420428.000000 Penalty: 5083.920410
	Iteration 37Q: 3 clusters Score -4420428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4420435.500000 Penalty: 5083.920410
	Iteration 38Q: 3 clusters Score -4420436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4420434.500000 Penalty: 5083.920410
	Iteration 39Q: 3 clusters Score -4420434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4420449.500000 Penalty: 5083.920410
	Iteration 40F: 3 clusters Score -4420450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4420447.000000 Penalty: 5083.920410
	Iteration 41Q: 3 clusters Score -4420447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4420453.500000 Penalty: 5083.920410
	Iteration 42Q: 3 clusters Score -4420454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4420456.000000 Penalty: 5083.920410
	Iteration 43Q: 3 clusters Score -4420456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4420460.000000 Penalty: 5083.920410
	Iteration 44Q: 3 clusters Score -4420460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4420466.000000 Penalty: 5083.920410
	Iteration 45Q: 3 clusters Score -4420466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4420464.500000 Penalty: 5083.920410
	Iteration 46Q: 3 clusters Score -4420464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4420467.500000 Penalty: 5083.920410
	Iteration 47Q: 3 clusters Score -4420468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4420472.500000 Penalty: 5083.920410
	Iteration 48Q: 3 clusters Score -4420472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4420481.000000 Penalty: 5083.920410
	Iteration 49Q: 3 clusters Score -4420481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4420474.000000 Penalty: 5083.920410
	Iteration 50Q: 3 clusters Score -4420474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4420474.500000 Penalty: 5083.920410
	Iteration 51Q: 3 clusters Score -4420474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -4420486.000000 Penalty: 5083.920410
	Iteration 52Q: 3 clusters Score -4420486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4420485.000000 Penalty: 5083.920410
	Iteration 53Q: 3 clusters Score -4420485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4420483.500000 Penalty: 5083.920410
	Iteration 54Q: 3 clusters Score -4420484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -4420488.000000 Penalty: 5083.920410
	Iteration 55Q: 3 clusters Score -4420488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4420490.500000 Penalty: 5083.920410
	Iteration 56Q: 3 clusters Score -4420490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4420491.500000 Penalty: 5083.920410
	Iteration 57Q: 3 clusters Score -4420492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4420492.500000 Penalty: 5083.920410
	Iteration 58Q: 3 clusters Score -4420492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4420488.500000 Penalty: 5083.920410
	Iteration 59Q: 3 clusters Score -4420488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4420490.000000 Penalty: 5083.920410
	Iteration 60F: 3 clusters Score -4420490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4420493.500000 Penalty: 5083.920410
	Iteration 61Q: 3 clusters Score -4420494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4420495.000000 Penalty: 5083.920410
	Iteration 62Q: 3 clusters Score -4420495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4420486.500000 Penalty: 5083.920410
	Iteration 63Q: 3 clusters Score -4420486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4420492.000000 Penalty: 5083.920410
	Iteration 64Q: 3 clusters Score -4420492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4420497.000000 Penalty: 5083.920410
	Iteration 65Q: 3 clusters Score -4420497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4420496.000000 Penalty: 5083.920410
	Iteration 66Q: 3 clusters Score -4420496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4420496.000000 Penalty: 5083.920410
	Iteration 67Q: 3 clusters Score -4420496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4420502.500000 Penalty: 5083.920410
	Iteration 68Q: 3 clusters Score -4420502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4420503.500000 Penalty: 5083.920410
	Iteration 69Q: 3 clusters Score -4420504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4420504.000000 Penalty: 5083.920410
	Iteration 70Q: 3 clusters Score -4420504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4420507.000000 Penalty: 5083.920410
	Iteration 71Q: 3 clusters Score -4420507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4420508.000000 Penalty: 5083.920410
	Iteration 72Q: 3 clusters Score -4420508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4420506.500000 Penalty: 5083.920410
	Iteration 73Q: 3 clusters Score -4420506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4420502.000000 Penalty: 5083.920410
	Iteration 74Q: 3 clusters Score -4420502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -4420502.000000 Penalty: 5083.920410
	Iteration 75Q: 3 clusters Score -4420502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4420501.000000 Penalty: 5083.920410
	Iteration 76Q: 3 clusters Score -4420501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4420502.500000 Penalty: 5083.920410
	Iteration 77Q: 3 clusters Score -4420502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4420502.500000 Penalty: 5083.920410
	Iteration 78Q: 3 clusters Score -4420502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4420504.500000 Penalty: 5083.920410
	Iteration 79Q: 3 clusters Score -4420504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4420514.000000 Penalty: 5083.920410
	Iteration 80F: 3 clusters Score -4420514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4420511.000000 Penalty: 5083.920410
	Iteration 81Q: 3 clusters Score -4420511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4420511.000000 Penalty: 5083.920410
	Iteration 82F: 3 clusters Score -4420511 nChanged 0
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: -142681.437500 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -142681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -140765.312500 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -140765.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141048.937500 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -141048.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141123.968750 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -141124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141166.296875 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -141166.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141211.312500 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -141211.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141261.218750 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -141261.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141366.906250 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -141366.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141738.328125 Penalty: 3396.610596
	Iteration 7F: 3 clusters Score -141738.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141982.093750 Penalty: 3396.610596
	Iteration 8F: 3 clusters Score -141982.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142115.562500 Penalty: 3396.610596
	Iteration 9F: 3 clusters Score -142115.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142253.343750 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -142253.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142350.953125 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -142351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -142445.578125 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -142445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142494.593750 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -142494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142507.531250 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -142507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142516.593750 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -142516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142516.593750 Penalty: 3396.610596
	Iteration 16F: 3 clusters Score -142516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Entering Unmasked Estep 
Score: -2426263.750000 Penalty: 2405.042969
	Iteration 0F: 2 clusters Score -2426264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2414532.250000 Penalty: 4810.085938
	Iteration 0F: 3 clusters Score -2414532 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2418369.750000 Penalty: 4810.085938
	Iteration 1F: 3 clusters Score -2418370 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2418814.250000 Penalty: 4810.085938
	Iteration 2F: 3 clusters Score -2418814 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2419232.500000 Penalty: 4810.085938
	Iteration 3F: 3 clusters Score -2419232 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2419672.250000 Penalty: 4810.085938
	Iteration 4F: 3 clusters Score -2419672 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2420202.250000 Penalty: 4810.085938
	Iteration 5Q: 3 clusters Score -2420202 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2420787.500000 Penalty: 4810.085938
	Iteration 6F: 3 clusters Score -2420788 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2421409.250000 Penalty: 4810.085938
	Iteration 7F: 3 clusters Score -2421409 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2422030.250000 Penalty: 4810.085938
	Iteration 8F: 3 clusters Score -2422030 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2422606.250000 Penalty: 4810.085938
	Iteration 9Q: 3 clusters Score -2422606 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2423123.500000 Penalty: 4810.085938
	Iteration 10Q: 3 clusters Score -2423124 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2423622.500000 Penalty: 4810.085938
	Iteration 11Q: 3 clusters Score -2423622 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2424083.000000 Penalty: 4810.085938
	Iteration 12Q: 3 clusters Score -2424083 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2424388.000000 Penalty: 4810.085938
	Iteration 13Q: 3 clusters Score -2424388 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2424552.750000 Penalty: 4810.085938
	Iteration 14Q: 3 clusters Score -2424553 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2424646.500000 Penalty: 4810.085938
	Iteration 15Q: 3 clusters Score -2424646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2424711.750000 Penalty: 4810.085938
	Iteration 16Q: 3 clusters Score -2424712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2424759.750000 Penalty: 4810.085938
	Iteration 17Q: 3 clusters Score -2424760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2424787.500000 Penalty: 4810.085938
	Iteration 18Q: 3 clusters Score -2424788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2424806.250000 Penalty: 4810.085938
	Iteration 19Q: 3 clusters Score -2424806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2424823.250000 Penalty: 4810.085938
	Iteration 20F: 3 clusters Score -2424823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2424835.000000 Penalty: 4810.085938
	Iteration 21Q: 3 clusters Score -2424835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2424838.000000 Penalty: 4810.085938
	Iteration 22Q: 3 clusters Score -2424838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2424842.750000 Penalty: 4810.085938
	Iteration 23Q: 3 clusters Score -2424843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2424854.250000 Penalty: 4810.085938
	Iteration 24Q: 3 clusters Score -2424854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2424858.750000 Penalty: 4810.085938
	Iteration 25Q: 3 clusters Score -2424859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2424860.000000 Penalty: 4810.085938
	Iteration 26Q: 3 clusters Score -2424860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2424869.250000 Penalty: 4810.085938
	Iteration 27Q: 3 clusters Score -2424869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2424870.750000 Penalty: 4810.085938
	Iteration 28Q: 3 clusters Score -2424871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2424875.000000 Penalty: 4810.085938
	Iteration 29Q: 3 clusters Score -2424875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2424871.250000 Penalty: 4810.085938
	Iteration 30Q: 3 clusters Score -2424871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2424873.500000 Penalty: 4810.085938
	Iteration 31Q: 3 clusters Score -2424874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2424878.250000 Penalty: 4810.085938
	Iteration 32Q: 3 clusters Score -2424878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2424876.750000 Penalty: 4810.085938
	Iteration 33Q: 3 clusters Score -2424877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2424877.000000 Penalty: 4810.085938
	Iteration 34Q: 3 clusters Score -2424877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2424875.500000 Penalty: 4810.085938
	Iteration 35Q: 3 clusters Score -2424876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2424875.500000 Penalty: 4810.085938
	Iteration 36Q: 3 clusters Score -2424876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2424878.250000 Penalty: 4810.085938
	Iteration 37Q: 3 clusters Score -2424878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2424879.500000 Penalty: 4810.085938
	Iteration 38Q: 3 clusters Score -2424880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2424879.500000 Penalty: 4810.085938
	Iteration 39Q: 3 clusters Score -2424880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2424880.500000 Penalty: 4810.085938
	Iteration 40F: 3 clusters Score -2424880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2424880.750000 Penalty: 4810.085938
	Iteration 41Q: 3 clusters Score -2424881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2424882.500000 Penalty: 4810.085938
	Iteration 42Q: 3 clusters Score -2424882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2424880.000000 Penalty: 4810.085938
	Iteration 43Q: 3 clusters Score -2424880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2424884.250000 Penalty: 4810.085938
	Iteration 44Q: 3 clusters Score -2424884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2424881.500000 Penalty: 4810.085938
	Iteration 45Q: 3 clusters Score -2424882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2424885.750000 Penalty: 4810.085938
	Iteration 46Q: 3 clusters Score -2424886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2424889.000000 Penalty: 4810.085938
	Iteration 47Q: 3 clusters Score -2424889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2424888.500000 Penalty: 4810.085938
	Iteration 48Q: 3 clusters Score -2424888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2424884.750000 Penalty: 4810.085938
	Iteration 49Q: 3 clusters Score -2424885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2424890.000000 Penalty: 4810.085938
	Iteration 50Q: 3 clusters Score -2424890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2424893.750000 Penalty: 4810.085938
	Iteration 51Q: 3 clusters Score -2424894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2424897.500000 Penalty: 4810.085938
	Iteration 52Q: 3 clusters Score -2424898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2424895.750000 Penalty: 4810.085938
	Iteration 53Q: 3 clusters Score -2424896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2424894.000000 Penalty: 4810.085938
	Iteration 54Q: 3 clusters Score -2424894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2424893.000000 Penalty: 4810.085938
	Iteration 55Q: 3 clusters Score -2424893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2424892.500000 Penalty: 4810.085938
	Iteration 56Q: 3 clusters Score -2424892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2424894.000000 Penalty: 4810.085938
	Iteration 57Q: 3 clusters Score -2424894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2424893.000000 Penalty: 4810.085938
	Iteration 58Q: 3 clusters Score -2424893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2424895.500000 Penalty: 4810.085938
	Iteration 59Q: 3 clusters Score -2424896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2424895.250000 Penalty: 4810.085938
	Iteration 60F: 3 clusters Score -2424895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -153495.625000 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -153495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151500.453125 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -151500.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151861.093750 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -151861.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152009.687500 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -152009.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152120.765625 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -152120.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152209.406250 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -152209.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152288.187500 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -152288.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152363.281250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -152363.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152421.859375 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -152421.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152471.796875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -152471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152507.453125 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -152507.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152536.234375 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -152536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152567.843750 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -152567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152594.515625 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -152594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152611.234375 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -152611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152623.562500 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -152623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152634.359375 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -152634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152649.265625 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -152649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152661.375000 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -152661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152668.625000 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -152668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152671.750000 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -152671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152673.062500 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -152673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1770399.500000 Penalty: 2332.379395
	Iteration 0F: 2 clusters Score -1770400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1761447.500000 Penalty: 4664.758789
	Iteration 0F: 3 clusters Score -1761448 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1764283.000000 Penalty: 4664.758789
	Iteration 1F: 3 clusters Score -1764283 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1764950.375000 Penalty: 4664.758789
	Iteration 2F: 3 clusters Score -1764950 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1765648.125000 Penalty: 4664.758789
	Iteration 3F: 3 clusters Score -1765648 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1766358.125000 Penalty: 4664.758789
	Iteration 4F: 3 clusters Score -1766358 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1766983.125000 Penalty: 4664.758789
	Iteration 5F: 3 clusters Score -1766983 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1767448.500000 Penalty: 4664.758789
	Iteration 6F: 3 clusters Score -1767448 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1767747.000000 Penalty: 4664.758789
	Iteration 7Q: 3 clusters Score -1767747 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1767928.500000 Penalty: 4664.758789
	Iteration 8Q: 3 clusters Score -1767928 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1768036.250000 Penalty: 4664.758789
	Iteration 9Q: 3 clusters Score -1768036 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1768107.750000 Penalty: 4664.758789
	Iteration 10Q: 3 clusters Score -1768108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1768174.000000 Penalty: 4664.758789
	Iteration 11Q: 3 clusters Score -1768174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1768213.125000 Penalty: 4664.758789
	Iteration 12Q: 3 clusters Score -1768213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1768243.375000 Penalty: 4664.758789
	Iteration 13Q: 3 clusters Score -1768243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1768279.500000 Penalty: 4664.758789
	Iteration 14Q: 3 clusters Score -1768280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1768313.250000 Penalty: 4664.758789
	Iteration 15Q: 3 clusters Score -1768313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1768350.375000 Penalty: 4664.758789
	Iteration 16Q: 3 clusters Score -1768350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1768383.625000 Penalty: 4664.758789
	Iteration 17Q: 3 clusters Score -1768384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1768415.500000 Penalty: 4664.758789
	Iteration 18Q: 3 clusters Score -1768416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1768449.875000 Penalty: 4664.758789
	Iteration 19Q: 3 clusters Score -1768450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1768475.625000 Penalty: 4664.758789
	Iteration 20F: 3 clusters Score -1768476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1768516.500000 Penalty: 4664.758789
	Iteration 21Q: 3 clusters Score -1768516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1768550.500000 Penalty: 4664.758789
	Iteration 22Q: 3 clusters Score -1768550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1768587.625000 Penalty: 4664.758789
	Iteration 23Q: 3 clusters Score -1768588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1768628.625000 Penalty: 4664.758789
	Iteration 24Q: 3 clusters Score -1768629 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1768670.000000 Penalty: 4664.758789
	Iteration 25Q: 3 clusters Score -1768670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1768699.875000 Penalty: 4664.758789
	Iteration 26Q: 3 clusters Score -1768700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1768727.000000 Penalty: 4664.758789
	Iteration 27Q: 3 clusters Score -1768727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1768753.750000 Penalty: 4664.758789
	Iteration 28Q: 3 clusters Score -1768754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1768769.125000 Penalty: 4664.758789
	Iteration 29Q: 3 clusters Score -1768769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1768789.875000 Penalty: 4664.758789
	Iteration 30Q: 3 clusters Score -1768790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1768814.250000 Penalty: 4664.758789
	Iteration 31Q: 3 clusters Score -1768814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1768829.000000 Penalty: 4664.758789
	Iteration 32Q: 3 clusters Score -1768829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1768840.125000 Penalty: 4664.758789
	Iteration 33Q: 3 clusters Score -1768840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1768853.125000 Penalty: 4664.758789
	Iteration 34Q: 3 clusters Score -1768853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1768879.375000 Penalty: 4664.758789
	Iteration 35Q: 3 clusters Score -1768879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1768905.375000 Penalty: 4664.758789
	Iteration 36Q: 3 clusters Score -1768905 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1768934.625000 Penalty: 4664.758789
	Iteration 37Q: 3 clusters Score -1768935 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1768970.875000 Penalty: 4664.758789
	Iteration 38Q: 3 clusters Score -1768971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1769007.250000 Penalty: 4664.758789
	Iteration 39Q: 3 clusters Score -1769007 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1769039.125000 Penalty: 4664.758789
	Iteration 40F: 3 clusters Score -1769039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1769082.125000 Penalty: 4664.758789
	Iteration 41Q: 3 clusters Score -1769082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1769126.125000 Penalty: 4664.758789
	Iteration 42Q: 3 clusters Score -1769126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1769172.500000 Penalty: 4664.758789
	Iteration 43Q: 3 clusters Score -1769172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1769241.875000 Penalty: 4664.758789
	Iteration 44Q: 3 clusters Score -1769242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1769339.250000 Penalty: 4664.758789
	Iteration 45Q: 3 clusters Score -1769339 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1769410.500000 Penalty: 4664.758789
	Iteration 46Q: 3 clusters Score -1769410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1769453.125000 Penalty: 4664.758789
	Iteration 47Q: 3 clusters Score -1769453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1769487.500000 Penalty: 4664.758789
	Iteration 48Q: 3 clusters Score -1769488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1769507.500000 Penalty: 4664.758789
	Iteration 49Q: 3 clusters Score -1769508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1769533.000000 Penalty: 4664.758789
	Iteration 50Q: 3 clusters Score -1769533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1769539.625000 Penalty: 4664.758789
	Iteration 51Q: 3 clusters Score -1769540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1769552.625000 Penalty: 4664.758789
	Iteration 52Q: 3 clusters Score -1769553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1769550.625000 Penalty: 4664.758789
	Iteration 53Q: 3 clusters Score -1769551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1769557.250000 Penalty: 4664.758789
	Iteration 54Q: 3 clusters Score -1769557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1769568.375000 Penalty: 4664.758789
	Iteration 55Q: 3 clusters Score -1769568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1769574.875000 Penalty: 4664.758789
	Iteration 56Q: 3 clusters Score -1769575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1769576.375000 Penalty: 4664.758789
	Iteration 57Q: 3 clusters Score -1769576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1769581.375000 Penalty: 4664.758789
	Iteration 58Q: 3 clusters Score -1769581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1769579.625000 Penalty: 4664.758789
	Iteration 59Q: 3 clusters Score -1769580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1769583.250000 Penalty: 4664.758789
	Iteration 60F: 3 clusters Score -1769583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1769588.000000 Penalty: 4664.758789
	Iteration 61Q: 3 clusters Score -1769588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1769586.375000 Penalty: 4664.758789
	Iteration 62Q: 3 clusters Score -1769586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1769591.625000 Penalty: 4664.758789
	Iteration 63Q: 3 clusters Score -1769592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1769591.125000 Penalty: 4664.758789
	Iteration 64Q: 3 clusters Score -1769591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1769590.750000 Penalty: 4664.758789
	Iteration 65Q: 3 clusters Score -1769591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1769593.625000 Penalty: 4664.758789
	Iteration 66Q: 3 clusters Score -1769594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1769593.625000 Penalty: 4664.758789
	Iteration 67Q: 3 clusters Score -1769594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1769597.875000 Penalty: 4664.758789
	Iteration 68Q: 3 clusters Score -1769598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1769599.625000 Penalty: 4664.758789
	Iteration 69Q: 3 clusters Score -1769600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1769598.000000 Penalty: 4664.758789
	Iteration 70Q: 3 clusters Score -1769598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1769598.000000 Penalty: 4664.758789
	Iteration 71F: 3 clusters Score -1769598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -137017.328125 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -137017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135134.937500 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -135134.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135380.781250 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -135380.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -135478.437500 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -135478.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135515.656250 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -135515.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135534.625000 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -135534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135544.234375 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -135544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135545.843750 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -135545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -135548.406250 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -135548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135551.234375 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -135551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -135552.796875 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -135552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -135553.515625 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -135553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -135554.109375 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -135554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -135554.109375 Penalty: 3384.349854
	Iteration 12F: 3 clusters Score -135554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 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 230 members 
Entering Unmasked Estep 
Score: -59432.015625 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59432.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59596.089844 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59596.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59636.667969 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59636.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59647.546875 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59647.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59652.265625 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59652.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59662.906250 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59662.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59664.371094 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59664.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59670.882812 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59670.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59680.214844 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -59680.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59685.367188 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -59685.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59692.242188 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -59692.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59695.835938 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -59695.84 nChanged 1
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: -59697.804688 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -59697.8 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: -59702.039062 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -59702.04 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: -59705.281250 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -59705.28 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: -59705.281250 Penalty: 3012.230225
	Iteration 15F: 3 clusters Score -59705.28 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: -2197913.750000 Penalty: 2379.726318
	Iteration 0F: 2 clusters Score -2197914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2187154.750000 Penalty: 4759.452637
	Iteration 0F: 3 clusters Score -2187155 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2190781.750000 Penalty: 4759.452637
	Iteration 1F: 3 clusters Score -2190782 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2191308.000000 Penalty: 4759.452637
	Iteration 2F: 3 clusters Score -2191308 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2191879.000000 Penalty: 4759.452637
	Iteration 3F: 3 clusters Score -2191879 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2192509.250000 Penalty: 4759.452637
	Iteration 4F: 3 clusters Score -2192509 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2193304.500000 Penalty: 4759.452637
	Iteration 5F: 3 clusters Score -2193304 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2194088.250000 Penalty: 4759.452637
	Iteration 6F: 3 clusters Score -2194088 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2194787.500000 Penalty: 4759.452637
	Iteration 7F: 3 clusters Score -2194788 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2195416.750000 Penalty: 4759.452637
	Iteration 8F: 3 clusters Score -2195417 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2195942.500000 Penalty: 4759.452637
	Iteration 9Q: 3 clusters Score -2195942 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2196355.500000 Penalty: 4759.452637
	Iteration 10Q: 3 clusters Score -2196356 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2196609.500000 Penalty: 4759.452637
	Iteration 11Q: 3 clusters Score -2196610 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2196789.000000 Penalty: 4759.452637
	Iteration 12Q: 3 clusters Score -2196789 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2196888.000000 Penalty: 4759.452637
	Iteration 13Q: 3 clusters Score -2196888 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2196949.250000 Penalty: 4759.452637
	Iteration 14Q: 3 clusters Score -2196949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2196977.000000 Penalty: 4759.452637
	Iteration 15Q: 3 clusters Score -2196977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2196994.000000 Penalty: 4759.452637
	Iteration 16Q: 3 clusters Score -2196994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2197009.000000 Penalty: 4759.452637
	Iteration 17Q: 3 clusters Score -2197009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2197020.750000 Penalty: 4759.452637
	Iteration 18Q: 3 clusters Score -2197021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2197030.750000 Penalty: 4759.452637
	Iteration 19Q: 3 clusters Score -2197031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2197034.000000 Penalty: 4759.452637
	Iteration 20F: 3 clusters Score -2197034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2197034.000000 Penalty: 4759.452637
	Iteration 21Q: 3 clusters Score -2197034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2197036.500000 Penalty: 4759.452637
	Iteration 22Q: 3 clusters Score -2197036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2197044.000000 Penalty: 4759.452637
	Iteration 23Q: 3 clusters Score -2197044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2197042.250000 Penalty: 4759.452637
	Iteration 24Q: 3 clusters Score -2197042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2197040.750000 Penalty: 4759.452637
	Iteration 25Q: 3 clusters Score -2197041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2197047.000000 Penalty: 4759.452637
	Iteration 26Q: 3 clusters Score -2197047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2197046.000000 Penalty: 4759.452637
	Iteration 27Q: 3 clusters Score -2197046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2197048.500000 Penalty: 4759.452637
	Iteration 28Q: 3 clusters Score -2197048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2197052.500000 Penalty: 4759.452637
	Iteration 29Q: 3 clusters Score -2197052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2197046.000000 Penalty: 4759.452637
	Iteration 30Q: 3 clusters Score -2197046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2197052.000000 Penalty: 4759.452637
	Iteration 31Q: 3 clusters Score -2197052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2197053.000000 Penalty: 4759.452637
	Iteration 32Q: 3 clusters Score -2197053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2197058.750000 Penalty: 4759.452637
	Iteration 33Q: 3 clusters Score -2197059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2197063.000000 Penalty: 4759.452637
	Iteration 34Q: 3 clusters Score -2197063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2197059.250000 Penalty: 4759.452637
	Iteration 35Q: 3 clusters Score -2197059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2197067.000000 Penalty: 4759.452637
	Iteration 36Q: 3 clusters Score -2197067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2197066.000000 Penalty: 4759.452637
	Iteration 37Q: 3 clusters Score -2197066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2197066.000000 Penalty: 4759.452637
	Iteration 38Q: 3 clusters Score -2197066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2197065.750000 Penalty: 4759.452637
	Iteration 39Q: 3 clusters Score -2197066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2197064.750000 Penalty: 4759.452637
	Iteration 40F: 3 clusters Score -2197065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2197069.000000 Penalty: 4759.452637
	Iteration 41Q: 3 clusters Score -2197069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2197073.250000 Penalty: 4759.452637
	Iteration 42Q: 3 clusters Score -2197073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2197073.500000 Penalty: 4759.452637
	Iteration 43Q: 3 clusters Score -2197074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2197077.500000 Penalty: 4759.452637
	Iteration 44Q: 3 clusters Score -2197078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2197079.000000 Penalty: 4759.452637
	Iteration 45Q: 3 clusters Score -2197079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2197084.000000 Penalty: 4759.452637
	Iteration 46Q: 3 clusters Score -2197084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2197095.000000 Penalty: 4759.452637
	Iteration 47Q: 3 clusters Score -2197095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2197099.250000 Penalty: 4759.452637
	Iteration 48Q: 3 clusters Score -2197099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2197106.750000 Penalty: 4759.452637
	Iteration 49Q: 3 clusters Score -2197107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2197120.500000 Penalty: 4759.452637
	Iteration 50Q: 3 clusters Score -2197120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2197139.500000 Penalty: 4759.452637
	Iteration 51Q: 3 clusters Score -2197140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2197167.000000 Penalty: 4759.452637
	Iteration 52Q: 3 clusters Score -2197167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2197202.000000 Penalty: 4759.452637
	Iteration 53Q: 3 clusters Score -2197202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2197241.000000 Penalty: 4759.452637
	Iteration 54Q: 3 clusters Score -2197241 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2197282.500000 Penalty: 4759.452637
	Iteration 55Q: 3 clusters Score -2197282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2197317.500000 Penalty: 4759.452637
	Iteration 56Q: 3 clusters Score -2197318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2197339.250000 Penalty: 4759.452637
	Iteration 57Q: 3 clusters Score -2197339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2197342.250000 Penalty: 4759.452637
	Iteration 58Q: 3 clusters Score -2197342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2197354.500000 Penalty: 4759.452637
	Iteration 59Q: 3 clusters Score -2197354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2197365.000000 Penalty: 4759.452637
	Iteration 60F: 3 clusters Score -2197365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2197366.000000 Penalty: 4759.452637
	Iteration 61Q: 3 clusters Score -2197366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2197367.750000 Penalty: 4759.452637
	Iteration 62Q: 3 clusters Score -2197368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2197364.250000 Penalty: 4759.452637
	Iteration 63Q: 3 clusters Score -2197364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2197375.500000 Penalty: 4759.452637
	Iteration 64Q: 3 clusters Score -2197376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2197375.250000 Penalty: 4759.452637
	Iteration 65Q: 3 clusters Score -2197375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2197373.500000 Penalty: 4759.452637
	Iteration 66Q: 3 clusters Score -2197374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2197370.750000 Penalty: 4759.452637
	Iteration 67Q: 3 clusters Score -2197371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2197373.000000 Penalty: 4759.452637
	Iteration 68Q: 3 clusters Score -2197373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2197374.750000 Penalty: 4759.452637
	Iteration 69Q: 3 clusters Score -2197375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2197378.250000 Penalty: 4759.452637
	Iteration 70Q: 3 clusters Score -2197378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2197384.500000 Penalty: 4759.452637
	Iteration 71Q: 3 clusters Score -2197384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2197382.500000 Penalty: 4759.452637
	Iteration 72Q: 3 clusters Score -2197382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2197383.000000 Penalty: 4759.452637
	Iteration 73Q: 3 clusters Score -2197383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2197386.250000 Penalty: 4759.452637
	Iteration 74Q: 3 clusters Score -2197386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2197381.000000 Penalty: 4759.452637
	Iteration 75Q: 3 clusters Score -2197381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2197380.250000 Penalty: 4759.452637
	Iteration 76Q: 3 clusters Score -2197380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2197382.250000 Penalty: 4759.452637
	Iteration 77Q: 3 clusters Score -2197382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2197381.000000 Penalty: 4759.452637
	Iteration 78Q: 3 clusters Score -2197381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2197382.000000 Penalty: 4759.452637
	Iteration 79Q: 3 clusters Score -2197382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2197382.000000 Penalty: 4759.452637
	Iteration 80F: 3 clusters Score -2197382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Entering Unmasked Estep 
Score: -3353483.000000 Penalty: 2476.262451
	Iteration 0F: 2 clusters Score -3353483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3338364.250000 Penalty: 4952.524902
	Iteration 0F: 3 clusters Score -3338364 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3343603.750000 Penalty: 4952.524902
	Iteration 1F: 3 clusters Score -3343604 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3344284.000000 Penalty: 4952.524902
	Iteration 2F: 3 clusters Score -3344284 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3344957.250000 Penalty: 4952.524902
	Iteration 3F: 3 clusters Score -3344957 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3345538.750000 Penalty: 4952.524902
	Iteration 4F: 3 clusters Score -3345539 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3346124.750000 Penalty: 4952.524902
	Iteration 5F: 3 clusters Score -3346125 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3346621.750000 Penalty: 4952.524902
	Iteration 6Q: 3 clusters Score -3346622 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3347071.750000 Penalty: 4952.524902
	Iteration 7Q: 3 clusters Score -3347072 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3347456.500000 Penalty: 4952.524902
	Iteration 8Q: 3 clusters Score -3347456 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3347840.250000 Penalty: 4952.524902
	Iteration 9Q: 3 clusters Score -3347840 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3348178.500000 Penalty: 4952.524902
	Iteration 10Q: 3 clusters Score -3348178 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3348546.000000 Penalty: 4952.524902
	Iteration 11Q: 3 clusters Score -3348546 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3348972.250000 Penalty: 4952.524902
	Iteration 12Q: 3 clusters Score -3348972 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3349447.000000 Penalty: 4952.524902
	Iteration 13Q: 3 clusters Score -3349447 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3349890.500000 Penalty: 4952.524902
	Iteration 14Q: 3 clusters Score -3349890 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3350216.500000 Penalty: 4952.524902
	Iteration 15Q: 3 clusters Score -3350216 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3350501.250000 Penalty: 4952.524902
	Iteration 16Q: 3 clusters Score -3350501 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3350719.250000 Penalty: 4952.524902
	Iteration 17Q: 3 clusters Score -3350719 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3350946.500000 Penalty: 4952.524902
	Iteration 18Q: 3 clusters Score -3350946 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3351124.750000 Penalty: 4952.524902
	Iteration 19Q: 3 clusters Score -3351125 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3351321.500000 Penalty: 4952.524902
	Iteration 20F: 3 clusters Score -3351322 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3351477.000000 Penalty: 4952.524902
	Iteration 21Q: 3 clusters Score -3351477 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3351581.250000 Penalty: 4952.524902
	Iteration 22Q: 3 clusters Score -3351581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3351645.000000 Penalty: 4952.524902
	Iteration 23Q: 3 clusters Score -3351645 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3351715.500000 Penalty: 4952.524902
	Iteration 24Q: 3 clusters Score -3351716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3351756.500000 Penalty: 4952.524902
	Iteration 25Q: 3 clusters Score -3351756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3351808.000000 Penalty: 4952.524902
	Iteration 26Q: 3 clusters Score -3351808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3351847.500000 Penalty: 4952.524902
	Iteration 27Q: 3 clusters Score -3351848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3351879.500000 Penalty: 4952.524902
	Iteration 28Q: 3 clusters Score -3351880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3351908.250000 Penalty: 4952.524902
	Iteration 29Q: 3 clusters Score -3351908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3351932.250000 Penalty: 4952.524902
	Iteration 30Q: 3 clusters Score -3351932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3351940.750000 Penalty: 4952.524902
	Iteration 31Q: 3 clusters Score -3351941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3351955.250000 Penalty: 4952.524902
	Iteration 32Q: 3 clusters Score -3351955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3351964.750000 Penalty: 4952.524902
	Iteration 33Q: 3 clusters Score -3351965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3351979.250000 Penalty: 4952.524902
	Iteration 34Q: 3 clusters Score -3351979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3351973.750000 Penalty: 4952.524902
	Iteration 35Q: 3 clusters Score -3351974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3351981.000000 Penalty: 4952.524902
	Iteration 36Q: 3 clusters Score -3351981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3351984.000000 Penalty: 4952.524902
	Iteration 37Q: 3 clusters Score -3351984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3351983.250000 Penalty: 4952.524902
	Iteration 38Q: 3 clusters Score -3351983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3351989.000000 Penalty: 4952.524902
	Iteration 39Q: 3 clusters Score -3351989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3351989.000000 Penalty: 4952.524902
	Iteration 40F: 3 clusters Score -3351989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3351991.250000 Penalty: 4952.524902
	Iteration 41Q: 3 clusters Score -3351991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3351989.250000 Penalty: 4952.524902
	Iteration 42Q: 3 clusters Score -3351989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3351989.250000 Penalty: 4952.524902
	Iteration 43F: 3 clusters Score -3351989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -1223335.250000 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -1223335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1216742.625000 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -1216743 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1218630.500000 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -1218630 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1219142.375000 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -1219142 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1219659.500000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -1219660 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1220224.500000 Penalty: 4472.852051
	Iteration 4F: 3 clusters Score -1220224 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1220699.500000 Penalty: 4472.852051
	Iteration 5F: 3 clusters Score -1220700 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1221229.875000 Penalty: 4472.852051
	Iteration 6F: 3 clusters Score -1221230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1221768.250000 Penalty: 4472.852051
	Iteration 7F: 3 clusters Score -1221768 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1222205.250000 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -1222205 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1222513.250000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -1222513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1222692.250000 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -1222692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1222761.625000 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -1222762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1222794.875000 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -1222795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1222819.500000 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -1222820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1222833.250000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -1222833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1222842.250000 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -1222842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1222848.875000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -1222849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1222848.500000 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -1222848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1222849.750000 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -1222850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1222846.625000 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -1222847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1222846.625000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -1222847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Entering Unmasked Estep 
Score: -9694831.000000 Penalty: 2739.333984
	Iteration 0F: 2 clusters Score -9694831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -9652751.000000 Penalty: 5478.667969
	Iteration 0F: 3 clusters Score -9652751 nChanged 29282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -9669287.000000 Penalty: 5478.667969
	Iteration 1F: 3 clusters Score -9669287 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -9669908.000000 Penalty: 5478.667969
	Iteration 2Q: 3 clusters Score -9669908 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -9670426.000000 Penalty: 5478.667969
	Iteration 3Q: 3 clusters Score -9670426 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -9671009.000000 Penalty: 5478.667969
	Iteration 4Q: 3 clusters Score -9671009 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -9671668.000000 Penalty: 5478.667969
	Iteration 5Q: 3 clusters Score -9671668 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9672417.000000 Penalty: 5478.667969
	Iteration 6Q: 3 clusters Score -9672417 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -9673512.000000 Penalty: 5478.667969
	Iteration 7Q: 3 clusters Score -9673512 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -9675080.000000 Penalty: 5478.667969
	Iteration 8Q: 3 clusters Score -9675080 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -9677162.000000 Penalty: 5478.667969
	Iteration 9F: 3 clusters Score -9677162 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -9679862.000000 Penalty: 5478.667969
	Iteration 10F: 3 clusters Score -9679862 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -9683198.000000 Penalty: 5478.667969
	Iteration 11F: 3 clusters Score -9683198 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -9686602.000000 Penalty: 5478.667969
	Iteration 12F: 3 clusters Score -9686602 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -9689434.000000 Penalty: 5478.667969
	Iteration 13Q: 3 clusters Score -9689434 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -9691144.000000 Penalty: 5478.667969
	Iteration 14Q: 3 clusters Score -9691144 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -9691820.000000 Penalty: 5478.667969
	Iteration 15Q: 3 clusters Score -9691820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -9692093.000000 Penalty: 5478.667969
	Iteration 16Q: 3 clusters Score -9692093 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9692255.000000 Penalty: 5478.667969
	Iteration 17Q: 3 clusters Score -9692255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -9692339.000000 Penalty: 5478.667969
	Iteration 18Q: 3 clusters Score -9692339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -9692388.000000 Penalty: 5478.667969
	Iteration 19Q: 3 clusters Score -9692388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -9692413.000000 Penalty: 5478.667969
	Iteration 20F: 3 clusters Score -9692413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9692441.000000 Penalty: 5478.667969
	Iteration 21Q: 3 clusters Score -9692441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -9692451.000000 Penalty: 5478.667969
	Iteration 22Q: 3 clusters Score -9692451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9692457.000000 Penalty: 5478.667969
	Iteration 23Q: 3 clusters Score -9692457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -9692468.000000 Penalty: 5478.667969
	Iteration 24Q: 3 clusters Score -9692468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -9692475.000000 Penalty: 5478.667969
	Iteration 25Q: 3 clusters Score -9692475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -9692481.000000 Penalty: 5478.667969
	Iteration 26Q: 3 clusters Score -9692481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -9692484.000000 Penalty: 5478.667969
	Iteration 27Q: 3 clusters Score -9692484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -9692479.000000 Penalty: 5478.667969
	Iteration 28Q: 3 clusters Score -9692479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -9692491.000000 Penalty: 5478.667969
	Iteration 29Q: 3 clusters Score -9692491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -9692487.000000 Penalty: 5478.667969
	Iteration 30Q: 3 clusters Score -9692487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -9692491.000000 Penalty: 5478.667969
	Iteration 31Q: 3 clusters Score -9692491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -9692491.000000 Penalty: 5478.667969
	Iteration 32F: 3 clusters Score -9692491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -192815.562500 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -192815.6 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 691 members 
Entering Unmasked Estep 
Score: -190641.062500 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -190641.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191065.046875 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -191065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191208.703125 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -191208.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191330.625000 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -191330.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191463.468750 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -191463.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -191586.453125 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -191586.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -191709.171875 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -191709.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191789.593750 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -191789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -191845.546875 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -191845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -191913.406250 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -191913.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -191960.531250 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -191960.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -191998.046875 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -191998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192027.781250 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -192027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192053.453125 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -192053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192065.671875 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -192065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192078.921875 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -192078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192085.109375 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -192085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192086.000000 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -192086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192087.218750 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -192087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192090.390625 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -192090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192096.031250 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -192096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192106.656250 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -192106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192115.843750 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -192115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192121.062500 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -192121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192123.078125 Penalty: 3579.123535
	Iteration 24Q: 3 clusters Score -192123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192125.546875 Penalty: 3579.123535
	Iteration 25Q: 3 clusters Score -192125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192128.593750 Penalty: 3579.123535
	Iteration 26Q: 3 clusters Score -192128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192134.781250 Penalty: 3579.123535
	Iteration 27Q: 3 clusters Score -192134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192134.781250 Penalty: 3579.123535
	Iteration 28F: 3 clusters Score -192134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Entering Unmasked Estep 
Score: -5956007.500000 Penalty: 2617.505615
	Iteration 0F: 2 clusters Score -5956008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5930034.000000 Penalty: 5235.011230
	Iteration 0F: 3 clusters Score -5930034 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5939561.000000 Penalty: 5235.011230
	Iteration 1F: 3 clusters Score -5939561 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -5940166.500000 Penalty: 5235.011230
	Iteration 2Q: 3 clusters Score -5940166 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -5940876.000000 Penalty: 5235.011230
	Iteration 3Q: 3 clusters Score -5940876 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5941584.500000 Penalty: 5235.011230
	Iteration 4Q: 3 clusters Score -5941584 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5942511.500000 Penalty: 5235.011230
	Iteration 5Q: 3 clusters Score -5942512 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5943735.000000 Penalty: 5235.011230
	Iteration 6F: 3 clusters Score -5943735 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -5945148.500000 Penalty: 5235.011230
	Iteration 7F: 3 clusters Score -5945148 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5946640.000000 Penalty: 5235.011230
	Iteration 8F: 3 clusters Score -5946640 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5948226.500000 Penalty: 5235.011230
	Iteration 9F: 3 clusters Score -5948226 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5949687.500000 Penalty: 5235.011230
	Iteration 10F: 3 clusters Score -5949688 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5950884.000000 Penalty: 5235.011230
	Iteration 11Q: 3 clusters Score -5950884 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5951765.500000 Penalty: 5235.011230
	Iteration 12Q: 3 clusters Score -5951766 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5952410.000000 Penalty: 5235.011230
	Iteration 13Q: 3 clusters Score -5952410 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5952887.000000 Penalty: 5235.011230
	Iteration 14Q: 3 clusters Score -5952887 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5953211.500000 Penalty: 5235.011230
	Iteration 15Q: 3 clusters Score -5953212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5953382.500000 Penalty: 5235.011230
	Iteration 16Q: 3 clusters Score -5953382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5953523.500000 Penalty: 5235.011230
	Iteration 17Q: 3 clusters Score -5953524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5953608.000000 Penalty: 5235.011230
	Iteration 18Q: 3 clusters Score -5953608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5953671.000000 Penalty: 5235.011230
	Iteration 19Q: 3 clusters Score -5953671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5953703.500000 Penalty: 5235.011230
	Iteration 20F: 3 clusters Score -5953704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5953727.500000 Penalty: 5235.011230
	Iteration 21Q: 3 clusters Score -5953728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5953737.500000 Penalty: 5235.011230
	Iteration 22Q: 3 clusters Score -5953738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5953744.500000 Penalty: 5235.011230
	Iteration 23Q: 3 clusters Score -5953744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5953746.500000 Penalty: 5235.011230
	Iteration 24Q: 3 clusters Score -5953746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5953752.500000 Penalty: 5235.011230
	Iteration 25Q: 3 clusters Score -5953752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5953754.000000 Penalty: 5235.011230
	Iteration 26Q: 3 clusters Score -5953754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5953754.000000 Penalty: 5235.011230
	Iteration 27Q: 3 clusters Score -5953754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5953754.500000 Penalty: 5235.011230
	Iteration 28Q: 3 clusters Score -5953754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5953758.500000 Penalty: 5235.011230
	Iteration 29Q: 3 clusters Score -5953758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5953756.500000 Penalty: 5235.011230
	Iteration 30Q: 3 clusters Score -5953756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5953768.000000 Penalty: 5235.011230
	Iteration 31Q: 3 clusters Score -5953768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5953779.000000 Penalty: 5235.011230
	Iteration 32Q: 3 clusters Score -5953779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5953779.500000 Penalty: 5235.011230
	Iteration 33Q: 3 clusters Score -5953780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5953780.000000 Penalty: 5235.011230
	Iteration 34Q: 3 clusters Score -5953780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5953785.500000 Penalty: 5235.011230
	Iteration 35Q: 3 clusters Score -5953786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5953785.500000 Penalty: 5235.011230
	Iteration 36F: 3 clusters Score -5953786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Entering Unmasked Estep 
Score: -16533765.000000 Penalty: 2866.908203
	Iteration 0F: 2 clusters Score -1.653376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -16468828.000000 Penalty: 5733.816406
	Iteration 0F: 3 clusters Score -1.646883e+07 nChanged 49624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -16497129.000000 Penalty: 5733.816406
	Iteration 1F: 3 clusters Score -1.649713e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -16498271.000000 Penalty: 5733.816406
	Iteration 2Q: 3 clusters Score -1.649827e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -16499807.000000 Penalty: 5733.816406
	Iteration 3Q: 3 clusters Score -1.649981e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -16502120.000000 Penalty: 5733.816406
	Iteration 4Q: 3 clusters Score -1.650212e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -16505099.000000 Penalty: 5733.816406
	Iteration 5F: 3 clusters Score -1.65051e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -16508987.000000 Penalty: 5733.816406
	Iteration 6F: 3 clusters Score -1.650899e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -16513613.000000 Penalty: 5733.816406
	Iteration 7F: 3 clusters Score -1.651361e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -16517993.000000 Penalty: 5733.816406
	Iteration 8F: 3 clusters Score -1.651799e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -16521988.000000 Penalty: 5733.816406
	Iteration 9F: 3 clusters Score -1.652199e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -16525185.000000 Penalty: 5733.816406
	Iteration 10Q: 3 clusters Score -1.652518e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -16527625.000000 Penalty: 5733.816406
	Iteration 11Q: 3 clusters Score -1.652762e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -16529338.000000 Penalty: 5733.816406
	Iteration 12Q: 3 clusters Score -1.652934e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -16530527.000000 Penalty: 5733.816406
	Iteration 13Q: 3 clusters Score -1.653053e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -16531181.000000 Penalty: 5733.816406
	Iteration 14Q: 3 clusters Score -1.653118e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -16531667.000000 Penalty: 5733.816406
	Iteration 15Q: 3 clusters Score -1.653167e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -16531945.000000 Penalty: 5733.816406
	Iteration 16Q: 3 clusters Score -1.653194e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -16532185.000000 Penalty: 5733.816406
	Iteration 17Q: 3 clusters Score -1.653218e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -16532333.000000 Penalty: 5733.816406
	Iteration 18Q: 3 clusters Score -1.653233e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -16532431.000000 Penalty: 5733.816406
	Iteration 19Q: 3 clusters Score -1.653243e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -16532488.000000 Penalty: 5733.816406
	Iteration 20F: 3 clusters Score -1.653249e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -16532568.000000 Penalty: 5733.816406
	Iteration 21Q: 3 clusters Score -1.653257e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -16532607.000000 Penalty: 5733.816406
	Iteration 22Q: 3 clusters Score -1.653261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -16532666.000000 Penalty: 5733.816406
	Iteration 23Q: 3 clusters Score -1.653267e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -16532642.000000 Penalty: 5733.816406
	Iteration 24Q: 3 clusters Score -1.653264e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -16532668.000000 Penalty: 5733.816406
	Iteration 25Q: 3 clusters Score -1.653267e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -16532651.000000 Penalty: 5733.816406
	Iteration 26Q: 3 clusters Score -1.653265e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -16532686.000000 Penalty: 5733.816406
	Iteration 27Q: 3 clusters Score -1.653269e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -16532702.000000 Penalty: 5733.816406
	Iteration 28Q: 3 clusters Score -1.65327e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -16532710.000000 Penalty: 5733.816406
	Iteration 29Q: 3 clusters Score -1.653271e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -16532748.000000 Penalty: 5733.816406
	Iteration 30Q: 3 clusters Score -1.653275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -16532774.000000 Penalty: 5733.816406
	Iteration 31Q: 3 clusters Score -1.653277e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -16532769.000000 Penalty: 5733.816406
	Iteration 32Q: 3 clusters Score -1.653277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -16532770.000000 Penalty: 5733.816406
	Iteration 33Q: 3 clusters Score -1.653277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -16532774.000000 Penalty: 5733.816406
	Iteration 34Q: 3 clusters Score -1.653277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -16532770.000000 Penalty: 5733.816406
	Iteration 35Q: 3 clusters Score -1.653277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -16532757.000000 Penalty: 5733.816406
	Iteration 36Q: 3 clusters Score -1.653276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -16532743.000000 Penalty: 5733.816406
	Iteration 37Q: 3 clusters Score -1.653274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -16532740.000000 Penalty: 5733.816406
	Iteration 38Q: 3 clusters Score -1.653274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -16532744.000000 Penalty: 5733.816406
	Iteration 39Q: 3 clusters Score -1.653274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -16532750.000000 Penalty: 5733.816406
	Iteration 40F: 3 clusters Score -1.653275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -16532753.000000 Penalty: 5733.816406
	Iteration 41Q: 3 clusters Score -1.653275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -16532766.000000 Penalty: 5733.816406
	Iteration 42Q: 3 clusters Score -1.653277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -16532783.000000 Penalty: 5733.816406
	Iteration 43Q: 3 clusters Score -1.653278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -16532781.000000 Penalty: 5733.816406
	Iteration 44Q: 3 clusters Score -1.653278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -16532783.000000 Penalty: 5733.816406
	Iteration 45Q: 3 clusters Score -1.653278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -16532791.000000 Penalty: 5733.816406
	Iteration 46Q: 3 clusters Score -1.653279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -16532785.000000 Penalty: 5733.816406
	Iteration 47Q: 3 clusters Score -1.653278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -16532777.000000 Penalty: 5733.816406
	Iteration 48Q: 3 clusters Score -1.653278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -16532779.000000 Penalty: 5733.816406
	Iteration 49Q: 3 clusters Score -1.653278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -16532777.000000 Penalty: 5733.816406
	Iteration 50Q: 3 clusters Score -1.653278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -16532776.000000 Penalty: 5733.816406
	Iteration 51Q: 3 clusters Score -1.653278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -16532784.000000 Penalty: 5733.816406
	Iteration 52Q: 3 clusters Score -1.653278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -16532795.000000 Penalty: 5733.816406
	Iteration 53Q: 3 clusters Score -1.65328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -16532780.000000 Penalty: 5733.816406
	Iteration 54Q: 3 clusters Score -1.653278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -16532795.000000 Penalty: 5733.816406
	Iteration 55Q: 3 clusters Score -1.65328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -16532804.000000 Penalty: 5733.816406
	Iteration 56Q: 3 clusters Score -1.65328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -16532810.000000 Penalty: 5733.816406
	Iteration 57Q: 3 clusters Score -1.653281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -16532810.000000 Penalty: 5733.816406
	Iteration 58Q: 3 clusters Score -1.653281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -16532812.000000 Penalty: 5733.816406
	Iteration 59Q: 3 clusters Score -1.653281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -16532809.000000 Penalty: 5733.816406
	Iteration 60F: 3 clusters Score -1.653281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -16532810.000000 Penalty: 5733.816406
	Iteration 61Q: 3 clusters Score -1.653281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -16532813.000000 Penalty: 5733.816406
	Iteration 62Q: 3 clusters Score -1.653281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -16532800.000000 Penalty: 5733.816406
	Iteration 63Q: 3 clusters Score -1.65328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -16532796.000000 Penalty: 5733.816406
	Iteration 64Q: 3 clusters Score -1.65328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -16532798.000000 Penalty: 5733.816406
	Iteration 65Q: 3 clusters Score -1.65328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -16532802.000000 Penalty: 5733.816406
	Iteration 66Q: 3 clusters Score -1.65328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -16532817.000000 Penalty: 5733.816406
	Iteration 67Q: 3 clusters Score -1.653282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -16532812.000000 Penalty: 5733.816406
	Iteration 68Q: 3 clusters Score -1.653281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -16532813.000000 Penalty: 5733.816406
	Iteration 69Q: 3 clusters Score -1.653281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -16532808.000000 Penalty: 5733.816406
	Iteration 70Q: 3 clusters Score -1.653281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -16532814.000000 Penalty: 5733.816406
	Iteration 71Q: 3 clusters Score -1.653281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -16532812.000000 Penalty: 5733.816406
	Iteration 72Q: 3 clusters Score -1.653281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -16532819.000000 Penalty: 5733.816406
	Iteration 73Q: 3 clusters Score -1.653282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -16532818.000000 Penalty: 5733.816406
	Iteration 74Q: 3 clusters Score -1.653282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -16532818.000000 Penalty: 5733.816406
	Iteration 75Q: 3 clusters Score -1.653282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -16532819.000000 Penalty: 5733.816406
	Iteration 76Q: 3 clusters Score -1.653282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -16532824.000000 Penalty: 5733.816406
	Iteration 77Q: 3 clusters Score -1.653282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -16532821.000000 Penalty: 5733.816406
	Iteration 78Q: 3 clusters Score -1.653282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -16532823.000000 Penalty: 5733.816406
	Iteration 79Q: 3 clusters Score -1.653282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -16532827.000000 Penalty: 5733.816406
	Iteration 80F: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -16532828.000000 Penalty: 5733.816406
	Iteration 81Q: 3 clusters Score -1.653283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -16532832.000000 Penalty: 5733.816406
	Iteration 82Q: 3 clusters Score -1.653283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -16532822.000000 Penalty: 5733.816406
	Iteration 83Q: 3 clusters Score -1.653282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -16532832.000000 Penalty: 5733.816406
	Iteration 84Q: 3 clusters Score -1.653283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -16532835.000000 Penalty: 5733.816406
	Iteration 85Q: 3 clusters Score -1.653284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -16532849.000000 Penalty: 5733.816406
	Iteration 86Q: 3 clusters Score -1.653285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -16532830.000000 Penalty: 5733.816406
	Iteration 87Q: 3 clusters Score -1.653283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -16532824.000000 Penalty: 5733.816406
	Iteration 88Q: 3 clusters Score -1.653282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -16532830.000000 Penalty: 5733.816406
	Iteration 89Q: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -16532832.000000 Penalty: 5733.816406
	Iteration 90Q: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -16532833.000000 Penalty: 5733.816406
	Iteration 91Q: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -16532840.000000 Penalty: 5733.816406
	Iteration 92Q: 3 clusters Score -1.653284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -16532832.000000 Penalty: 5733.816406
	Iteration 93Q: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -16532830.000000 Penalty: 5733.816406
	Iteration 94Q: 3 clusters Score -1.653283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -16532820.000000 Penalty: 5733.816406
	Iteration 95Q: 3 clusters Score -1.653282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -16532826.000000 Penalty: 5733.816406
	Iteration 96Q: 3 clusters Score -1.653283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -16532826.000000 Penalty: 5733.816406
	Iteration 97F: 3 clusters Score -1.653283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -960209.500000 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -960209.5 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 3282 members 
Entering Unmasked Estep 
Score: -954802.437500 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -954802.4 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -956211.250000 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -956211.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -956468.875000 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -956468.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -956646.625000 Penalty: 4354.812988
	Iteration 3F: 3 clusters Score -956646.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -956790.750000 Penalty: 4354.812988
	Iteration 4Q: 3 clusters Score -956790.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -956908.375000 Penalty: 4354.812988
	Iteration 5Q: 3 clusters Score -956908.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -957025.812500 Penalty: 4354.812988
	Iteration 6Q: 3 clusters Score -957025.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -957146.500000 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -957146.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -957283.250000 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -957283.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -957435.437500 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -957435.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -957614.000000 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -957614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -957797.812500 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -957797.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -958005.375000 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -958005.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -958206.000000 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -958206 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -958378.562500 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -958378.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -958520.875000 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -958520.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -958632.312500 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -958632.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -958725.312500 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -958725.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -958789.625000 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -958789.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -958855.750000 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -958855.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -958920.937500 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -958920.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -958995.187500 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -958995.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -959058.687500 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -959058.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -959108.875000 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -959108.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -959153.562500 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -959153.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -959192.125000 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -959192.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -959232.500000 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -959232.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -959264.437500 Penalty: 4354.812988
	Iteration 27Q: 3 clusters Score -959264.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -959290.875000 Penalty: 4354.812988
	Iteration 28Q: 3 clusters Score -959290.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -959314.062500 Penalty: 4354.812988
	Iteration 29Q: 3 clusters Score -959314.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -959328.312500 Penalty: 4354.812988
	Iteration 30Q: 3 clusters Score -959328.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -959337.687500 Penalty: 4354.812988
	Iteration 31Q: 3 clusters Score -959337.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -959343.375000 Penalty: 4354.812988
	Iteration 32Q: 3 clusters Score -959343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -959346.750000 Penalty: 4354.812988
	Iteration 33Q: 3 clusters Score -959346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -959353.875000 Penalty: 4354.812988
	Iteration 34Q: 3 clusters Score -959353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -959355.125000 Penalty: 4354.812988
	Iteration 35Q: 3 clusters Score -959355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -959357.250000 Penalty: 4354.812988
	Iteration 36Q: 3 clusters Score -959357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -959357.250000 Penalty: 4354.812988
	Iteration 37Q: 3 clusters Score -959357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -959359.250000 Penalty: 4354.812988
	Iteration 38Q: 3 clusters Score -959359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -959361.125000 Penalty: 4354.812988
	Iteration 39Q: 3 clusters Score -959361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -959362.437500 Penalty: 4354.812988
	Iteration 40F: 3 clusters Score -959362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -959363.250000 Penalty: 4354.812988
	Iteration 41Q: 3 clusters Score -959363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -959363.562500 Penalty: 4354.812988
	Iteration 42Q: 3 clusters Score -959363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -959364.312500 Penalty: 4354.812988
	Iteration 43Q: 3 clusters Score -959364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -959365.375000 Penalty: 4354.812988
	Iteration 44Q: 3 clusters Score -959365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -959364.687500 Penalty: 4354.812988
	Iteration 45Q: 3 clusters Score -959364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -959366.937500 Penalty: 4354.812988
	Iteration 46Q: 3 clusters Score -959366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -959367.000000 Penalty: 4354.812988
	Iteration 47Q: 3 clusters Score -959367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -959367.000000 Penalty: 4354.812988
	Iteration 48F: 3 clusters Score -959367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Entering Unmasked Estep 
Score: -8391427.000000 Penalty: 2699.727295
	Iteration 0F: 2 clusters Score -8391427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -8355466.500000 Penalty: 5399.454590
	Iteration 0F: 3 clusters Score -8355466 nChanged 24728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -8369788.000000 Penalty: 5399.454590
	Iteration 1F: 3 clusters Score -8369788 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -8370654.500000 Penalty: 5399.454590
	Iteration 2Q: 3 clusters Score -8370654 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8371823.000000 Penalty: 5399.454590
	Iteration 3Q: 3 clusters Score -8371823 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -8373303.500000 Penalty: 5399.454590
	Iteration 4F: 3 clusters Score -8373304 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8375004.500000 Penalty: 5399.454590
	Iteration 5F: 3 clusters Score -8375004 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -8376726.000000 Penalty: 5399.454590
	Iteration 6F: 3 clusters Score -8376726 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -8378391.500000 Penalty: 5399.454590
	Iteration 7F: 3 clusters Score -8378392 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -8379741.000000 Penalty: 5399.454590
	Iteration 8F: 3 clusters Score -8379741 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8380900.000000 Penalty: 5399.454590
	Iteration 9Q: 3 clusters Score -8380900 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8381973.500000 Penalty: 5399.454590
	Iteration 10Q: 3 clusters Score -8381974 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8382866.000000 Penalty: 5399.454590
	Iteration 11Q: 3 clusters Score -8382866 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8383776.500000 Penalty: 5399.454590
	Iteration 12Q: 3 clusters Score -8383776 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8384641.000000 Penalty: 5399.454590
	Iteration 13Q: 3 clusters Score -8384641 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8385302.500000 Penalty: 5399.454590
	Iteration 14Q: 3 clusters Score -8385302 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -8385918.000000 Penalty: 5399.454590
	Iteration 15Q: 3 clusters Score -8385918 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8386405.500000 Penalty: 5399.454590
	Iteration 16Q: 3 clusters Score -8386406 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8386764.500000 Penalty: 5399.454590
	Iteration 17Q: 3 clusters Score -8386764 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -8387076.000000 Penalty: 5399.454590
	Iteration 18Q: 3 clusters Score -8387076 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8387359.500000 Penalty: 5399.454590
	Iteration 19Q: 3 clusters Score -8387360 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -8387603.500000 Penalty: 5399.454590
	Iteration 20F: 3 clusters Score -8387604 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -8387818.500000 Penalty: 5399.454590
	Iteration 21Q: 3 clusters Score -8387818 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -8388014.000000 Penalty: 5399.454590
	Iteration 22Q: 3 clusters Score -8388014 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -8388172.000000 Penalty: 5399.454590
	Iteration 23Q: 3 clusters Score -8388172 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -8388301.000000 Penalty: 5399.454590
	Iteration 24Q: 3 clusters Score -8388301 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -8388450.500000 Penalty: 5399.454590
	Iteration 25Q: 3 clusters Score -8388450 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -8388533.000000 Penalty: 5399.454590
	Iteration 26Q: 3 clusters Score -8388533 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -8388633.000000 Penalty: 5399.454590
	Iteration 27Q: 3 clusters Score -8388633 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -8388717.000000 Penalty: 5399.454590
	Iteration 28Q: 3 clusters Score -8388717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -8388794.000000 Penalty: 5399.454590
	Iteration 29Q: 3 clusters Score -8388794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -8388858.000000 Penalty: 5399.454590
	Iteration 30Q: 3 clusters Score -8388858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -8388889.000000 Penalty: 5399.454590
	Iteration 31Q: 3 clusters Score -8388889 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -8388920.000000 Penalty: 5399.454590
	Iteration 32Q: 3 clusters Score -8388920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -8388951.000000 Penalty: 5399.454590
	Iteration 33Q: 3 clusters Score -8388951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -8388966.000000 Penalty: 5399.454590
	Iteration 34Q: 3 clusters Score -8388966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -8388988.000000 Penalty: 5399.454590
	Iteration 35Q: 3 clusters Score -8388988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -8389013.000000 Penalty: 5399.454590
	Iteration 36Q: 3 clusters Score -8389013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -8389038.000000 Penalty: 5399.454590
	Iteration 37Q: 3 clusters Score -8389038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -8389046.000000 Penalty: 5399.454590
	Iteration 38Q: 3 clusters Score -8389046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -8389064.000000 Penalty: 5399.454590
	Iteration 39Q: 3 clusters Score -8389064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -8389073.000000 Penalty: 5399.454590
	Iteration 40F: 3 clusters Score -8389073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -8389088.000000 Penalty: 5399.454590
	Iteration 41Q: 3 clusters Score -8389088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -8389108.000000 Penalty: 5399.454590
	Iteration 42Q: 3 clusters Score -8389108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -8389112.000000 Penalty: 5399.454590
	Iteration 43Q: 3 clusters Score -8389112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -8389111.000000 Penalty: 5399.454590
	Iteration 44Q: 3 clusters Score -8389111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -8389133.000000 Penalty: 5399.454590
	Iteration 45Q: 3 clusters Score -8389133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -8389138.000000 Penalty: 5399.454590
	Iteration 46Q: 3 clusters Score -8389138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -8389142.000000 Penalty: 5399.454590
	Iteration 47Q: 3 clusters Score -8389142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -8389164.000000 Penalty: 5399.454590
	Iteration 48Q: 3 clusters Score -8389164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -8389179.000000 Penalty: 5399.454590
	Iteration 49Q: 3 clusters Score -8389179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -8389202.000000 Penalty: 5399.454590
	Iteration 50Q: 3 clusters Score -8389202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -8389193.000000 Penalty: 5399.454590
	Iteration 51Q: 3 clusters Score -8389193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -8389198.000000 Penalty: 5399.454590
	Iteration 52Q: 3 clusters Score -8389198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -8389198.000000 Penalty: 5399.454590
	Iteration 53Q: 3 clusters Score -8389198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -8389206.000000 Penalty: 5399.454590
	Iteration 54Q: 3 clusters Score -8389206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -8389212.000000 Penalty: 5399.454590
	Iteration 55Q: 3 clusters Score -8389212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -8389209.000000 Penalty: 5399.454590
	Iteration 56Q: 3 clusters Score -8389209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8389219.000000 Penalty: 5399.454590
	Iteration 57Q: 3 clusters Score -8389219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -8389230.000000 Penalty: 5399.454590
	Iteration 58Q: 3 clusters Score -8389230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -8389228.000000 Penalty: 5399.454590
	Iteration 59Q: 3 clusters Score -8389228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -8389231.000000 Penalty: 5399.454590
	Iteration 60F: 3 clusters Score -8389231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -8389237.000000 Penalty: 5399.454590
	Iteration 61Q: 3 clusters Score -8389237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -8389236.000000 Penalty: 5399.454590
	Iteration 62Q: 3 clusters Score -8389236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -8389233.000000 Penalty: 5399.454590
	Iteration 63Q: 3 clusters Score -8389233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -8389239.000000 Penalty: 5399.454590
	Iteration 64Q: 3 clusters Score -8389239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8389231.000000 Penalty: 5399.454590
	Iteration 65Q: 3 clusters Score -8389231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -8389243.000000 Penalty: 5399.454590
	Iteration 66Q: 3 clusters Score -8389243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -8389248.000000 Penalty: 5399.454590
	Iteration 67Q: 3 clusters Score -8389248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -8389253.000000 Penalty: 5399.454590
	Iteration 68Q: 3 clusters Score -8389253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -8389246.000000 Penalty: 5399.454590
	Iteration 69Q: 3 clusters Score -8389246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -8389259.000000 Penalty: 5399.454590
	Iteration 70Q: 3 clusters Score -8389259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8389265.000000 Penalty: 5399.454590
	Iteration 71Q: 3 clusters Score -8389265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -8389276.000000 Penalty: 5399.454590
	Iteration 72Q: 3 clusters Score -8389276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -8389276.000000 Penalty: 5399.454590
	Iteration 73Q: 3 clusters Score -8389276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -8389275.000000 Penalty: 5399.454590
	Iteration 74Q: 3 clusters Score -8389275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -8389286.000000 Penalty: 5399.454590
	Iteration 75Q: 3 clusters Score -8389286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -8389277.000000 Penalty: 5399.454590
	Iteration 76Q: 3 clusters Score -8389277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -8389288.000000 Penalty: 5399.454590
	Iteration 77Q: 3 clusters Score -8389288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -8389289.000000 Penalty: 5399.454590
	Iteration 78Q: 3 clusters Score -8389289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -8389287.000000 Penalty: 5399.454590
	Iteration 79Q: 3 clusters Score -8389287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -8389287.000000 Penalty: 5399.454590
	Iteration 80F: 3 clusters Score -8389287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -8389282.000000 Penalty: 5399.454590
	Iteration 81Q: 3 clusters Score -8389282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -8389288.000000 Penalty: 5399.454590
	Iteration 82Q: 3 clusters Score -8389288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -8389292.000000 Penalty: 5399.454590
	Iteration 83Q: 3 clusters Score -8389292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -8389291.000000 Penalty: 5399.454590
	Iteration 84Q: 3 clusters Score -8389291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8389294.000000 Penalty: 5399.454590
	Iteration 85Q: 3 clusters Score -8389294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8389294.000000 Penalty: 5399.454590
	Iteration 86F: 3 clusters Score -8389294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -1190347.125000 Penalty: 2229.598633
	Iteration 0F: 2 clusters Score -1190347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1183982.000000 Penalty: 4459.197266
	Iteration 0F: 3 clusters Score -1183982 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1185886.875000 Penalty: 4459.197266
	Iteration 1F: 3 clusters Score -1185887 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1186365.125000 Penalty: 4459.197266
	Iteration 2F: 3 clusters Score -1186365 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1186766.500000 Penalty: 4459.197266
	Iteration 3F: 3 clusters Score -1186766 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1187134.500000 Penalty: 4459.197266
	Iteration 4F: 3 clusters Score -1187134 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1187479.750000 Penalty: 4459.197266
	Iteration 5F: 3 clusters Score -1187480 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1187806.250000 Penalty: 4459.197266
	Iteration 6F: 3 clusters Score -1187806 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1188100.625000 Penalty: 4459.197266
	Iteration 7Q: 3 clusters Score -1188101 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1188348.250000 Penalty: 4459.197266
	Iteration 8Q: 3 clusters Score -1188348 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1188552.750000 Penalty: 4459.197266
	Iteration 9Q: 3 clusters Score -1188553 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1188700.500000 Penalty: 4459.197266
	Iteration 10Q: 3 clusters Score -1188700 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1188784.625000 Penalty: 4459.197266
	Iteration 11Q: 3 clusters Score -1188785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1188843.625000 Penalty: 4459.197266
	Iteration 12Q: 3 clusters Score -1188844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1188880.875000 Penalty: 4459.197266
	Iteration 13Q: 3 clusters Score -1188881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1188907.125000 Penalty: 4459.197266
	Iteration 14Q: 3 clusters Score -1188907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1188925.125000 Penalty: 4459.197266
	Iteration 15Q: 3 clusters Score -1188925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1188941.875000 Penalty: 4459.197266
	Iteration 16Q: 3 clusters Score -1188942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1188950.125000 Penalty: 4459.197266
	Iteration 17Q: 3 clusters Score -1188950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1188962.625000 Penalty: 4459.197266
	Iteration 18Q: 3 clusters Score -1188963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1188967.375000 Penalty: 4459.197266
	Iteration 19Q: 3 clusters Score -1188967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1188978.125000 Penalty: 4459.197266
	Iteration 20F: 3 clusters Score -1188978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1188982.250000 Penalty: 4459.197266
	Iteration 21Q: 3 clusters Score -1188982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1188984.875000 Penalty: 4459.197266
	Iteration 22Q: 3 clusters Score -1188985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1188989.625000 Penalty: 4459.197266
	Iteration 23Q: 3 clusters Score -1188990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1188990.375000 Penalty: 4459.197266
	Iteration 24Q: 3 clusters Score -1188990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1188996.625000 Penalty: 4459.197266
	Iteration 25Q: 3 clusters Score -1188997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1188999.875000 Penalty: 4459.197266
	Iteration 26Q: 3 clusters Score -1189000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1189004.875000 Penalty: 4459.197266
	Iteration 27Q: 3 clusters Score -1189005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1189009.000000 Penalty: 4459.197266
	Iteration 28Q: 3 clusters Score -1189009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1189010.250000 Penalty: 4459.197266
	Iteration 29Q: 3 clusters Score -1189010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1189019.000000 Penalty: 4459.197266
	Iteration 30Q: 3 clusters Score -1189019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1189023.125000 Penalty: 4459.197266
	Iteration 31Q: 3 clusters Score -1189023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1189026.125000 Penalty: 4459.197266
	Iteration 32Q: 3 clusters Score -1189026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1189031.750000 Penalty: 4459.197266
	Iteration 33Q: 3 clusters Score -1189032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1189037.875000 Penalty: 4459.197266
	Iteration 34Q: 3 clusters Score -1189038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1189043.500000 Penalty: 4459.197266
	Iteration 35Q: 3 clusters Score -1189044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1189048.250000 Penalty: 4459.197266
	Iteration 36Q: 3 clusters Score -1189048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1189049.875000 Penalty: 4459.197266
	Iteration 37Q: 3 clusters Score -1189050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1189051.500000 Penalty: 4459.197266
	Iteration 38Q: 3 clusters Score -1189052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1189050.750000 Penalty: 4459.197266
	Iteration 39Q: 3 clusters Score -1189051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1189051.125000 Penalty: 4459.197266
	Iteration 40F: 3 clusters Score -1189051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1189054.000000 Penalty: 4459.197266
	Iteration 41Q: 3 clusters Score -1189054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1189053.000000 Penalty: 4459.197266
	Iteration 42Q: 3 clusters Score -1189053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1189055.500000 Penalty: 4459.197266
	Iteration 43Q: 3 clusters Score -1189056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1189054.750000 Penalty: 4459.197266
	Iteration 44Q: 3 clusters Score -1189055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1189054.750000 Penalty: 4459.197266
	Iteration 45F: 3 clusters Score -1189055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -44158.289062 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -44158.29 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 194 members 
Entering Unmasked Estep 
Score: -42864.726562 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -42864.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43095.464844 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -43095.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43213.269531 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -43213.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43395.609375 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -43395.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43557.621094 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -43557.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43639.332031 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -43639.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43682.757812 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -43682.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43732.851562 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -43732.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43780.101562 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -43780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43790.847656 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -43790.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43802.984375 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -43802.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43820.007812 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -43820.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43838.136719 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -43838.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43844.035156 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -43844.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43848.515625 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -43848.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43874.628906 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -43874.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43881.960938 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -43881.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43886.425781 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -43886.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43899.449219 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -43899.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43902.929688 Penalty: 2923.623779
	Iteration 19F: 3 clusters Score -43902.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43964.507812 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -43964.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43973.433594 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -43973.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43977.667969 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -43977.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43977.667969 Penalty: 2923.623779
	Iteration 23F: 3 clusters Score -43977.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Entering Unmasked Estep 
Score: -9917001.000000 Penalty: 2743.076660
	Iteration 0F: 2 clusters Score -9917001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -9874290.000000 Penalty: 5486.153320
	Iteration 0F: 3 clusters Score -9874290 nChanged 29699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -9891021.000000 Penalty: 5486.153320
	Iteration 1F: 3 clusters Score -9891021 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9892106.000000 Penalty: 5486.153320
	Iteration 2Q: 3 clusters Score -9892106 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -9893935.000000 Penalty: 5486.153320
	Iteration 3F: 3 clusters Score -9893935 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -9896799.000000 Penalty: 5486.153320
	Iteration 4F: 3 clusters Score -9896799 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -9900313.000000 Penalty: 5486.153320
	Iteration 5F: 3 clusters Score -9900313 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -9903281.000000 Penalty: 5486.153320
	Iteration 6F: 3 clusters Score -9903281 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -9905305.000000 Penalty: 5486.153320
	Iteration 7F: 3 clusters Score -9905305 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -9906802.000000 Penalty: 5486.153320
	Iteration 8Q: 3 clusters Score -9906802 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -9908048.000000 Penalty: 5486.153320
	Iteration 9Q: 3 clusters Score -9908048 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -9909094.000000 Penalty: 5486.153320
	Iteration 10Q: 3 clusters Score -9909094 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9910126.000000 Penalty: 5486.153320
	Iteration 11Q: 3 clusters Score -9910126 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -9911154.000000 Penalty: 5486.153320
	Iteration 12Q: 3 clusters Score -9911154 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9912121.000000 Penalty: 5486.153320
	Iteration 13Q: 3 clusters Score -9912121 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9912872.000000 Penalty: 5486.153320
	Iteration 14Q: 3 clusters Score -9912872 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9913450.000000 Penalty: 5486.153320
	Iteration 15Q: 3 clusters Score -9913450 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9913830.000000 Penalty: 5486.153320
	Iteration 16Q: 3 clusters Score -9913830 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9914127.000000 Penalty: 5486.153320
	Iteration 17Q: 3 clusters Score -9914127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9914257.000000 Penalty: 5486.153320
	Iteration 18Q: 3 clusters Score -9914257 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9914389.000000 Penalty: 5486.153320
	Iteration 19Q: 3 clusters Score -9914389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9914467.000000 Penalty: 5486.153320
	Iteration 20F: 3 clusters Score -9914467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9914541.000000 Penalty: 5486.153320
	Iteration 21Q: 3 clusters Score -9914541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9914579.000000 Penalty: 5486.153320
	Iteration 22Q: 3 clusters Score -9914579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9914625.000000 Penalty: 5486.153320
	Iteration 23Q: 3 clusters Score -9914625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9914679.000000 Penalty: 5486.153320
	Iteration 24Q: 3 clusters Score -9914679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9914726.000000 Penalty: 5486.153320
	Iteration 25Q: 3 clusters Score -9914726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9914735.000000 Penalty: 5486.153320
	Iteration 26Q: 3 clusters Score -9914735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9914760.000000 Penalty: 5486.153320
	Iteration 27Q: 3 clusters Score -9914760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9914770.000000 Penalty: 5486.153320
	Iteration 28Q: 3 clusters Score -9914770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9914773.000000 Penalty: 5486.153320
	Iteration 29Q: 3 clusters Score -9914773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9914783.000000 Penalty: 5486.153320
	Iteration 30Q: 3 clusters Score -9914783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9914774.000000 Penalty: 5486.153320
	Iteration 31Q: 3 clusters Score -9914774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9914782.000000 Penalty: 5486.153320
	Iteration 32Q: 3 clusters Score -9914782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9914782.000000 Penalty: 5486.153320
	Iteration 33F: 3 clusters Score -9914782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Entering Unmasked Estep 
Score: -3253201.750000 Penalty: 2465.851074
	Iteration 0F: 2 clusters Score -3253202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3238557.000000 Penalty: 4931.702148
	Iteration 0F: 3 clusters Score -3238557 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3243695.250000 Penalty: 4931.702148
	Iteration 1F: 3 clusters Score -3243695 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3244336.500000 Penalty: 4931.702148
	Iteration 2F: 3 clusters Score -3244336 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3245158.750000 Penalty: 4931.702148
	Iteration 3F: 3 clusters Score -3245159 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3246084.000000 Penalty: 4931.702148
	Iteration 4F: 3 clusters Score -3246084 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3246949.500000 Penalty: 4931.702148
	Iteration 5F: 3 clusters Score -3246950 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3247671.250000 Penalty: 4931.702148
	Iteration 6F: 3 clusters Score -3247671 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3248202.250000 Penalty: 4931.702148
	Iteration 7Q: 3 clusters Score -3248202 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3248547.000000 Penalty: 4931.702148
	Iteration 8Q: 3 clusters Score -3248547 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3248778.500000 Penalty: 4931.702148
	Iteration 9Q: 3 clusters Score -3248778 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3248920.500000 Penalty: 4931.702148
	Iteration 10Q: 3 clusters Score -3248920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3249079.000000 Penalty: 4931.702148
	Iteration 11Q: 3 clusters Score -3249079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3249201.750000 Penalty: 4931.702148
	Iteration 12Q: 3 clusters Score -3249202 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3249302.000000 Penalty: 4931.702148
	Iteration 13Q: 3 clusters Score -3249302 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3249425.250000 Penalty: 4931.702148
	Iteration 14Q: 3 clusters Score -3249425 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3249557.500000 Penalty: 4931.702148
	Iteration 15Q: 3 clusters Score -3249558 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3249691.750000 Penalty: 4931.702148
	Iteration 16Q: 3 clusters Score -3249692 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3249824.750000 Penalty: 4931.702148
	Iteration 17Q: 3 clusters Score -3249825 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3249965.750000 Penalty: 4931.702148
	Iteration 18Q: 3 clusters Score -3249966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3250111.250000 Penalty: 4931.702148
	Iteration 19Q: 3 clusters Score -3250111 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3250266.000000 Penalty: 4931.702148
	Iteration 20F: 3 clusters Score -3250266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3250415.750000 Penalty: 4931.702148
	Iteration 21Q: 3 clusters Score -3250416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3250550.750000 Penalty: 4931.702148
	Iteration 22Q: 3 clusters Score -3250551 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3250642.500000 Penalty: 4931.702148
	Iteration 23Q: 3 clusters Score -3250642 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3250745.500000 Penalty: 4931.702148
	Iteration 24Q: 3 clusters Score -3250746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3250811.750000 Penalty: 4931.702148
	Iteration 25Q: 3 clusters Score -3250812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3250879.000000 Penalty: 4931.702148
	Iteration 26Q: 3 clusters Score -3250879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3250932.000000 Penalty: 4931.702148
	Iteration 27Q: 3 clusters Score -3250932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3250966.500000 Penalty: 4931.702148
	Iteration 28Q: 3 clusters Score -3250966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3251008.500000 Penalty: 4931.702148
	Iteration 29Q: 3 clusters Score -3251008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3251041.500000 Penalty: 4931.702148
	Iteration 30Q: 3 clusters Score -3251042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3251076.000000 Penalty: 4931.702148
	Iteration 31Q: 3 clusters Score -3251076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3251103.750000 Penalty: 4931.702148
	Iteration 32Q: 3 clusters Score -3251104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3251122.500000 Penalty: 4931.702148
	Iteration 33Q: 3 clusters Score -3251122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3251142.250000 Penalty: 4931.702148
	Iteration 34Q: 3 clusters Score -3251142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3251153.500000 Penalty: 4931.702148
	Iteration 35Q: 3 clusters Score -3251154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3251157.000000 Penalty: 4931.702148
	Iteration 36Q: 3 clusters Score -3251157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3251168.000000 Penalty: 4931.702148
	Iteration 37Q: 3 clusters Score -3251168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3251174.500000 Penalty: 4931.702148
	Iteration 38Q: 3 clusters Score -3251174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3251178.500000 Penalty: 4931.702148
	Iteration 39Q: 3 clusters Score -3251178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3251184.000000 Penalty: 4931.702148
	Iteration 40F: 3 clusters Score -3251184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3251184.000000 Penalty: 4931.702148
	Iteration 41Q: 3 clusters Score -3251184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3251182.750000 Penalty: 4931.702148
	Iteration 42Q: 3 clusters Score -3251183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3251183.500000 Penalty: 4931.702148
	Iteration 43Q: 3 clusters Score -3251184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3251184.250000 Penalty: 4931.702148
	Iteration 44Q: 3 clusters Score -3251184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3251187.500000 Penalty: 4931.702148
	Iteration 45Q: 3 clusters Score -3251188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3251192.000000 Penalty: 4931.702148
	Iteration 46Q: 3 clusters Score -3251192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3251191.250000 Penalty: 4931.702148
	Iteration 47Q: 3 clusters Score -3251191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3251194.500000 Penalty: 4931.702148
	Iteration 48Q: 3 clusters Score -3251194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3251195.750000 Penalty: 4931.702148
	Iteration 49Q: 3 clusters Score -3251196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3251194.000000 Penalty: 4931.702148
	Iteration 50Q: 3 clusters Score -3251194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3251192.750000 Penalty: 4931.702148
	Iteration 51Q: 3 clusters Score -3251193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3251193.500000 Penalty: 4931.702148
	Iteration 52Q: 3 clusters Score -3251194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3251193.750000 Penalty: 4931.702148
	Iteration 53Q: 3 clusters Score -3251194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3251195.500000 Penalty: 4931.702148
	Iteration 54Q: 3 clusters Score -3251196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3251195.500000 Penalty: 4931.702148
	Iteration 55F: 3 clusters Score -3251196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -61689.414062 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -61689.41 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 219 members 
Entering Unmasked Estep 
Score: -60294.136719 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -60294.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60500.089844 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -60500.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60687.164062 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -60687.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60855.847656 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -60855.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60973.632812 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -60973.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -61044.117188 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -61044.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -61103.972656 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -61103.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -61207.871094 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -61207.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61235.210938 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -61235.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61251.378906 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -61251.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -61266.394531 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -61266.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61279.117188 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -61279.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61279.117188 Penalty: 3026.869141
	Iteration 12F: 3 clusters Score -61279.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Entering Unmasked Estep 
Score: -958735.250000 Penalty: 2174.953369
	Iteration 0F: 2 clusters Score -958735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -953266.875000 Penalty: 4349.906738
	Iteration 0F: 3 clusters Score -953266.9 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -954680.812500 Penalty: 4349.906738
	Iteration 1F: 3 clusters Score -954680.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -955019.250000 Penalty: 4349.906738
	Iteration 2F: 3 clusters Score -955019.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -955251.062500 Penalty: 4349.906738
	Iteration 3F: 3 clusters Score -955251.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -955459.812500 Penalty: 4349.906738
	Iteration 4Q: 3 clusters Score -955459.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -955660.000000 Penalty: 4349.906738
	Iteration 5Q: 3 clusters Score -955660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -955816.062500 Penalty: 4349.906738
	Iteration 6Q: 3 clusters Score -955816.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -955938.812500 Penalty: 4349.906738
	Iteration 7Q: 3 clusters Score -955938.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -956051.562500 Penalty: 4349.906738
	Iteration 8Q: 3 clusters Score -956051.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -956128.062500 Penalty: 4349.906738
	Iteration 9Q: 3 clusters Score -956128.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -956213.875000 Penalty: 4349.906738
	Iteration 10Q: 3 clusters Score -956213.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -956295.500000 Penalty: 4349.906738
	Iteration 11Q: 3 clusters Score -956295.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -956363.625000 Penalty: 4349.906738
	Iteration 12Q: 3 clusters Score -956363.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -956444.625000 Penalty: 4349.906738
	Iteration 13Q: 3 clusters Score -956444.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -956507.312500 Penalty: 4349.906738
	Iteration 14Q: 3 clusters Score -956507.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -956581.750000 Penalty: 4349.906738
	Iteration 15Q: 3 clusters Score -956581.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -956647.062500 Penalty: 4349.906738
	Iteration 16Q: 3 clusters Score -956647.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -956721.312500 Penalty: 4349.906738
	Iteration 17Q: 3 clusters Score -956721.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -956780.562500 Penalty: 4349.906738
	Iteration 18Q: 3 clusters Score -956780.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -956826.625000 Penalty: 4349.906738
	Iteration 19Q: 3 clusters Score -956826.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -956857.250000 Penalty: 4349.906738
	Iteration 20F: 3 clusters Score -956857.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -956880.062500 Penalty: 4349.906738
	Iteration 21Q: 3 clusters Score -956880.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -956895.250000 Penalty: 4349.906738
	Iteration 22Q: 3 clusters Score -956895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -956909.750000 Penalty: 4349.906738
	Iteration 23Q: 3 clusters Score -956909.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -956928.375000 Penalty: 4349.906738
	Iteration 24Q: 3 clusters Score -956928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -956940.375000 Penalty: 4349.906738
	Iteration 25Q: 3 clusters Score -956940.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -956951.812500 Penalty: 4349.906738
	Iteration 26Q: 3 clusters Score -956951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -956960.625000 Penalty: 4349.906738
	Iteration 27Q: 3 clusters Score -956960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -956969.000000 Penalty: 4349.906738
	Iteration 28Q: 3 clusters Score -956969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -956974.062500 Penalty: 4349.906738
	Iteration 29Q: 3 clusters Score -956974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -956975.750000 Penalty: 4349.906738
	Iteration 30Q: 3 clusters Score -956975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -956975.687500 Penalty: 4349.906738
	Iteration 31Q: 3 clusters Score -956975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -956977.687500 Penalty: 4349.906738
	Iteration 32Q: 3 clusters Score -956977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -956977.687500 Penalty: 4349.906738
	Iteration 33F: 3 clusters Score -956977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -211035.078125 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -211035.1 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 755 members 
Entering Unmasked Estep 
Score: -208784.453125 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -208784.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -209163.031250 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -209163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209281.812500 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -209281.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -209360.203125 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -209360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209419.703125 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -209419.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209469.046875 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -209469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209501.015625 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -209501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -209530.359375 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -209530.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209557.890625 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -209557.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -209594.812500 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -209594.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -209629.687500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -209629.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209672.218750 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -209672.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209706.437500 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -209706.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -209730.265625 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -209730.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -209759.609375 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -209759.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -209784.453125 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -209784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -209803.328125 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -209803.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -209825.000000 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -209825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -209850.609375 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -209850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -209869.046875 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -209869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -209878.125000 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -209878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -209888.531250 Penalty: 3613.271240
	Iteration 21Q: 3 clusters Score -209888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -209903.187500 Penalty: 3613.271240
	Iteration 22Q: 3 clusters Score -209903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -209909.609375 Penalty: 3613.271240
	Iteration 23Q: 3 clusters Score -209909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -209916.812500 Penalty: 3613.271240
	Iteration 24Q: 3 clusters Score -209916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -209924.937500 Penalty: 3613.271240
	Iteration 25Q: 3 clusters Score -209924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -209938.156250 Penalty: 3613.271240
	Iteration 26Q: 3 clusters Score -209938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -209949.984375 Penalty: 3613.271240
	Iteration 27Q: 3 clusters Score -209950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -209966.171875 Penalty: 3613.271240
	Iteration 28Q: 3 clusters Score -209966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -209984.468750 Penalty: 3613.271240
	Iteration 29Q: 3 clusters Score -209984.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -210007.875000 Penalty: 3613.271240
	Iteration 30Q: 3 clusters Score -210007.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -210021.078125 Penalty: 3613.271240
	Iteration 31Q: 3 clusters Score -210021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -210027.625000 Penalty: 3613.271240
	Iteration 32Q: 3 clusters Score -210027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -210033.718750 Penalty: 3613.271240
	Iteration 33Q: 3 clusters Score -210033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -210039.281250 Penalty: 3613.271240
	Iteration 34Q: 3 clusters Score -210039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -210044.359375 Penalty: 3613.271240
	Iteration 35Q: 3 clusters Score -210044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -210048.328125 Penalty: 3613.271240
	Iteration 36Q: 3 clusters Score -210048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -210055.265625 Penalty: 3613.271240
	Iteration 37Q: 3 clusters Score -210055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -210061.390625 Penalty: 3613.271240
	Iteration 38Q: 3 clusters Score -210061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -210066.093750 Penalty: 3613.271240
	Iteration 39Q: 3 clusters Score -210066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -210069.593750 Penalty: 3613.271240
	Iteration 40F: 3 clusters Score -210069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -210070.609375 Penalty: 3613.271240
	Iteration 41Q: 3 clusters Score -210070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -210071.406250 Penalty: 3613.271240
	Iteration 42Q: 3 clusters Score -210071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -210072.500000 Penalty: 3613.271240
	Iteration 43Q: 3 clusters Score -210072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -210072.500000 Penalty: 3613.271240
	Iteration 44F: 3 clusters Score -210072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -995947.250000 Penalty: 2179.268311
	Iteration 0F: 2 clusters Score -995947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -990403.437500 Penalty: 4358.536621
	Iteration 0F: 3 clusters Score -990403.4 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -991895.125000 Penalty: 4358.536621
	Iteration 1F: 3 clusters Score -991895.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -992292.187500 Penalty: 4358.536621
	Iteration 2F: 3 clusters Score -992292.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -992633.875000 Penalty: 4358.536621
	Iteration 3F: 3 clusters Score -992633.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -992986.562500 Penalty: 4358.536621
	Iteration 4F: 3 clusters Score -992986.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -993370.625000 Penalty: 4358.536621
	Iteration 5F: 3 clusters Score -993370.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -993720.562500 Penalty: 4358.536621
	Iteration 6F: 3 clusters Score -993720.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -993949.187500 Penalty: 4358.536621
	Iteration 7Q: 3 clusters Score -993949.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -994106.562500 Penalty: 4358.536621
	Iteration 8Q: 3 clusters Score -994106.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -994226.000000 Penalty: 4358.536621
	Iteration 9Q: 3 clusters Score -994226 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -994317.312500 Penalty: 4358.536621
	Iteration 10Q: 3 clusters Score -994317.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -994375.062500 Penalty: 4358.536621
	Iteration 11Q: 3 clusters Score -994375.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -994424.250000 Penalty: 4358.536621
	Iteration 12Q: 3 clusters Score -994424.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -994458.125000 Penalty: 4358.536621
	Iteration 13Q: 3 clusters Score -994458.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -994483.312500 Penalty: 4358.536621
	Iteration 14Q: 3 clusters Score -994483.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -994508.875000 Penalty: 4358.536621
	Iteration 15Q: 3 clusters Score -994508.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -994529.750000 Penalty: 4358.536621
	Iteration 16Q: 3 clusters Score -994529.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -994547.687500 Penalty: 4358.536621
	Iteration 17Q: 3 clusters Score -994547.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -994559.937500 Penalty: 4358.536621
	Iteration 18Q: 3 clusters Score -994559.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -994574.437500 Penalty: 4358.536621
	Iteration 19Q: 3 clusters Score -994574.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -994589.937500 Penalty: 4358.536621
	Iteration 20F: 3 clusters Score -994589.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -994602.937500 Penalty: 4358.536621
	Iteration 21Q: 3 clusters Score -994602.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -994615.000000 Penalty: 4358.536621
	Iteration 22Q: 3 clusters Score -994615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -994630.812500 Penalty: 4358.536621
	Iteration 23Q: 3 clusters Score -994630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -994637.750000 Penalty: 4358.536621
	Iteration 24Q: 3 clusters Score -994637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -994645.687500 Penalty: 4358.536621
	Iteration 25Q: 3 clusters Score -994645.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -994653.500000 Penalty: 4358.536621
	Iteration 26Q: 3 clusters Score -994653.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -994660.250000 Penalty: 4358.536621
	Iteration 27Q: 3 clusters Score -994660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -994663.125000 Penalty: 4358.536621
	Iteration 28Q: 3 clusters Score -994663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -994667.125000 Penalty: 4358.536621
	Iteration 29Q: 3 clusters Score -994667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -994669.687500 Penalty: 4358.536621
	Iteration 30Q: 3 clusters Score -994669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -994674.437500 Penalty: 4358.536621
	Iteration 31Q: 3 clusters Score -994674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -994675.312500 Penalty: 4358.536621
	Iteration 32Q: 3 clusters Score -994675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -994677.562500 Penalty: 4358.536621
	Iteration 33Q: 3 clusters Score -994677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -994683.875000 Penalty: 4358.536621
	Iteration 34Q: 3 clusters Score -994683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -994684.187500 Penalty: 4358.536621
	Iteration 35Q: 3 clusters Score -994684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -994686.250000 Penalty: 4358.536621
	Iteration 36Q: 3 clusters Score -994686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -994686.750000 Penalty: 4358.536621
	Iteration 37Q: 3 clusters Score -994686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -994690.375000 Penalty: 4358.536621
	Iteration 38Q: 3 clusters Score -994690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -994690.062500 Penalty: 4358.536621
	Iteration 39Q: 3 clusters Score -994690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -994691.125000 Penalty: 4358.536621
	Iteration 40F: 3 clusters Score -994691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -994695.125000 Penalty: 4358.536621
	Iteration 41Q: 3 clusters Score -994695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -994695.687500 Penalty: 4358.536621
	Iteration 42Q: 3 clusters Score -994695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -994696.937500 Penalty: 4358.536621
	Iteration 43Q: 3 clusters Score -994696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -994698.750000 Penalty: 4358.536621
	Iteration 44Q: 3 clusters Score -994698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -994700.875000 Penalty: 4358.536621
	Iteration 45Q: 3 clusters Score -994700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -994702.125000 Penalty: 4358.536621
	Iteration 46Q: 3 clusters Score -994702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -994703.937500 Penalty: 4358.536621
	Iteration 47Q: 3 clusters Score -994703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -994706.312500 Penalty: 4358.536621
	Iteration 48Q: 3 clusters Score -994706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -994706.312500 Penalty: 4358.536621
	Iteration 49F: 3 clusters Score -994706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134286.218750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134286.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134531.375000 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134531.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134632.515625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134632.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134677.250000 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134677.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134697.484375 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134708.609375 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134711.093750 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134711.234375 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134711.234375 Penalty: 3371.778320
	Iteration 8F: 3 clusters Score -134711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Entering Unmasked Estep 
Score: -1139064.625000 Penalty: 2215.875488
	Iteration 0F: 2 clusters Score -1139065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1132993.250000 Penalty: 4431.750977
	Iteration 0F: 3 clusters Score -1132993 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1134764.875000 Penalty: 4431.750977
	Iteration 1F: 3 clusters Score -1134765 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1135136.625000 Penalty: 4431.750977
	Iteration 2F: 3 clusters Score -1135137 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1135397.375000 Penalty: 4431.750977
	Iteration 3F: 3 clusters Score -1135397 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1135636.125000 Penalty: 4431.750977
	Iteration 4F: 3 clusters Score -1135636 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1135835.125000 Penalty: 4431.750977
	Iteration 5Q: 3 clusters Score -1135835 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1136011.125000 Penalty: 4431.750977
	Iteration 6Q: 3 clusters Score -1136011 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1136167.875000 Penalty: 4431.750977
	Iteration 7Q: 3 clusters Score -1136168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1136314.375000 Penalty: 4431.750977
	Iteration 8Q: 3 clusters Score -1136314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1136474.625000 Penalty: 4431.750977
	Iteration 9Q: 3 clusters Score -1136475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1136613.125000 Penalty: 4431.750977
	Iteration 10Q: 3 clusters Score -1136613 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1136750.125000 Penalty: 4431.750977
	Iteration 11Q: 3 clusters Score -1136750 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1136886.375000 Penalty: 4431.750977
	Iteration 12Q: 3 clusters Score -1136886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1136992.375000 Penalty: 4431.750977
	Iteration 13Q: 3 clusters Score -1136992 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1137107.000000 Penalty: 4431.750977
	Iteration 14Q: 3 clusters Score -1137107 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1137184.250000 Penalty: 4431.750977
	Iteration 15Q: 3 clusters Score -1137184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1137238.000000 Penalty: 4431.750977
	Iteration 16Q: 3 clusters Score -1137238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1137292.750000 Penalty: 4431.750977
	Iteration 17Q: 3 clusters Score -1137293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1137353.875000 Penalty: 4431.750977
	Iteration 18Q: 3 clusters Score -1137354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1137408.625000 Penalty: 4431.750977
	Iteration 19Q: 3 clusters Score -1137409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1137439.875000 Penalty: 4431.750977
	Iteration 20F: 3 clusters Score -1137440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1137455.125000 Penalty: 4431.750977
	Iteration 21Q: 3 clusters Score -1137455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1137479.000000 Penalty: 4431.750977
	Iteration 22Q: 3 clusters Score -1137479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1137512.375000 Penalty: 4431.750977
	Iteration 23Q: 3 clusters Score -1137512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1137558.625000 Penalty: 4431.750977
	Iteration 24Q: 3 clusters Score -1137559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1137588.375000 Penalty: 4431.750977
	Iteration 25Q: 3 clusters Score -1137588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1137613.250000 Penalty: 4431.750977
	Iteration 26Q: 3 clusters Score -1137613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1137643.625000 Penalty: 4431.750977
	Iteration 27Q: 3 clusters Score -1137644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1137668.500000 Penalty: 4431.750977
	Iteration 28Q: 3 clusters Score -1137668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1137698.750000 Penalty: 4431.750977
	Iteration 29Q: 3 clusters Score -1137699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1137715.500000 Penalty: 4431.750977
	Iteration 30Q: 3 clusters Score -1137716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1137732.625000 Penalty: 4431.750977
	Iteration 31Q: 3 clusters Score -1137733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1137749.375000 Penalty: 4431.750977
	Iteration 32Q: 3 clusters Score -1137749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1137762.625000 Penalty: 4431.750977
	Iteration 33Q: 3 clusters Score -1137763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1137776.500000 Penalty: 4431.750977
	Iteration 34Q: 3 clusters Score -1137776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1137787.000000 Penalty: 4431.750977
	Iteration 35Q: 3 clusters Score -1137787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1137796.625000 Penalty: 4431.750977
	Iteration 36Q: 3 clusters Score -1137797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1137805.625000 Penalty: 4431.750977
	Iteration 37Q: 3 clusters Score -1137806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1137812.125000 Penalty: 4431.750977
	Iteration 38Q: 3 clusters Score -1137812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1137821.125000 Penalty: 4431.750977
	Iteration 39Q: 3 clusters Score -1137821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1137832.000000 Penalty: 4431.750977
	Iteration 40F: 3 clusters Score -1137832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1137836.125000 Penalty: 4431.750977
	Iteration 41Q: 3 clusters Score -1137836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1137836.625000 Penalty: 4431.750977
	Iteration 42Q: 3 clusters Score -1137837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1137845.500000 Penalty: 4431.750977
	Iteration 43Q: 3 clusters Score -1137846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1137850.875000 Penalty: 4431.750977
	Iteration 44Q: 3 clusters Score -1137851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1137858.250000 Penalty: 4431.750977
	Iteration 45Q: 3 clusters Score -1137858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1137864.000000 Penalty: 4431.750977
	Iteration 46Q: 3 clusters Score -1137864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1137868.750000 Penalty: 4431.750977
	Iteration 47Q: 3 clusters Score -1137869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1137873.000000 Penalty: 4431.750977
	Iteration 48Q: 3 clusters Score -1137873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1137881.125000 Penalty: 4431.750977
	Iteration 49Q: 3 clusters Score -1137881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1137882.250000 Penalty: 4431.750977
	Iteration 50Q: 3 clusters Score -1137882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1137882.125000 Penalty: 4431.750977
	Iteration 51Q: 3 clusters Score -1137882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1137884.125000 Penalty: 4431.750977
	Iteration 52Q: 3 clusters Score -1137884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1137890.750000 Penalty: 4431.750977
	Iteration 53Q: 3 clusters Score -1137891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1137890.625000 Penalty: 4431.750977
	Iteration 54Q: 3 clusters Score -1137891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1137894.875000 Penalty: 4431.750977
	Iteration 55Q: 3 clusters Score -1137895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1137896.125000 Penalty: 4431.750977
	Iteration 56Q: 3 clusters Score -1137896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1137899.000000 Penalty: 4431.750977
	Iteration 57Q: 3 clusters Score -1137899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1137898.375000 Penalty: 4431.750977
	Iteration 58Q: 3 clusters Score -1137898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1137901.250000 Penalty: 4431.750977
	Iteration 59Q: 3 clusters Score -1137901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1137901.250000 Penalty: 4431.750977
	Iteration 60F: 3 clusters Score -1137901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -1017058.000000 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -1017058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1011487.125000 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -1011487 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1012983.750000 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -1012984 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1013306.875000 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -1013307 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1013558.062500 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -1013558 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1013768.125000 Penalty: 4369.914062
	Iteration 4Q: 3 clusters Score -1013768 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1013998.125000 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -1013998 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1014238.250000 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -1014238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1014504.125000 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -1014504 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1014716.062500 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -1014716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1014908.125000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -1014908 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1015068.000000 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -1015068 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1015192.250000 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -1015192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1015290.062500 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -1015290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1015391.625000 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -1015392 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1015495.937500 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -1015496 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1015581.312500 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -1015581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1015637.125000 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -1015637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1015691.687500 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -1015692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1015736.687500 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -1015737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1015774.000000 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -1015774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1015812.687500 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -1015813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1015842.187500 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -1015842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1015865.625000 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -1015866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1015880.687500 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -1015881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1015892.625000 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -1015893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1015898.250000 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -1015898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1015900.750000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -1015901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1015903.750000 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -1015904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1015904.437500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -1015904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1015904.000000 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -1015904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1015905.500000 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -1015906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1015907.375000 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -1015907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1015908.750000 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -1015909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1015911.000000 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -1015911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1015910.312500 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -1015910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1015912.750000 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -1015913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1015913.125000 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -1015913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1015914.937500 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -1015915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1015915.312500 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -1015915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1015915.687500 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -1015916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1015919.625000 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -1015920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1015920.625000 Penalty: 4369.914062
	Iteration 41Q: 3 clusters Score -1015921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1015922.000000 Penalty: 4369.914062
	Iteration 42Q: 3 clusters Score -1015922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1015925.125000 Penalty: 4369.914062
	Iteration 43Q: 3 clusters Score -1015925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1015925.187500 Penalty: 4369.914062
	Iteration 44Q: 3 clusters Score -1015925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1015928.687500 Penalty: 4369.914062
	Iteration 45Q: 3 clusters Score -1015929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1015927.187500 Penalty: 4369.914062
	Iteration 46Q: 3 clusters Score -1015927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1015929.625000 Penalty: 4369.914062
	Iteration 47Q: 3 clusters Score -1015930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1015931.687500 Penalty: 4369.914062
	Iteration 48Q: 3 clusters Score -1015932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1015932.500000 Penalty: 4369.914062
	Iteration 49Q: 3 clusters Score -1015932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1015934.500000 Penalty: 4369.914062
	Iteration 50Q: 3 clusters Score -1015934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1015933.375000 Penalty: 4369.914062
	Iteration 51Q: 3 clusters Score -1015933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1015936.375000 Penalty: 4369.914062
	Iteration 52Q: 3 clusters Score -1015936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1015936.062500 Penalty: 4369.914062
	Iteration 53Q: 3 clusters Score -1015936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1015937.062500 Penalty: 4369.914062
	Iteration 54Q: 3 clusters Score -1015937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1015938.062500 Penalty: 4369.914062
	Iteration 55Q: 3 clusters Score -1015938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1015938.750000 Penalty: 4369.914062
	Iteration 56Q: 3 clusters Score -1015939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1015938.500000 Penalty: 4369.914062
	Iteration 57Q: 3 clusters Score -1015938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1015938.625000 Penalty: 4369.914062
	Iteration 58Q: 3 clusters Score -1015939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1015938.437500 Penalty: 4369.914062
	Iteration 59Q: 3 clusters Score -1015938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1015938.437500 Penalty: 4369.914062
	Iteration 60F: 3 clusters Score -1015938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Entering Unmasked Estep 
Score: -3935234.500000 Penalty: 2527.654785
	Iteration 0F: 2 clusters Score -3935234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3916854.250000 Penalty: 5055.309570
	Iteration 0F: 3 clusters Score -3916854 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3923458.000000 Penalty: 5055.309570
	Iteration 1F: 3 clusters Score -3923458 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3924139.250000 Penalty: 5055.309570
	Iteration 2F: 3 clusters Score -3924139 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3924875.250000 Penalty: 5055.309570
	Iteration 3F: 3 clusters Score -3924875 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3925741.000000 Penalty: 5055.309570
	Iteration 4F: 3 clusters Score -3925741 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3926706.000000 Penalty: 5055.309570
	Iteration 5F: 3 clusters Score -3926706 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3927851.500000 Penalty: 5055.309570
	Iteration 6F: 3 clusters Score -3927852 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3928969.500000 Penalty: 5055.309570
	Iteration 7F: 3 clusters Score -3928970 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3929967.000000 Penalty: 5055.309570
	Iteration 8F: 3 clusters Score -3929967 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3930832.000000 Penalty: 5055.309570
	Iteration 9Q: 3 clusters Score -3930832 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3931456.500000 Penalty: 5055.309570
	Iteration 10Q: 3 clusters Score -3931456 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3931883.750000 Penalty: 5055.309570
	Iteration 11Q: 3 clusters Score -3931884 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3932139.750000 Penalty: 5055.309570
	Iteration 12Q: 3 clusters Score -3932140 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3932336.750000 Penalty: 5055.309570
	Iteration 13Q: 3 clusters Score -3932337 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3932479.250000 Penalty: 5055.309570
	Iteration 14Q: 3 clusters Score -3932479 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3932575.500000 Penalty: 5055.309570
	Iteration 15Q: 3 clusters Score -3932576 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3932672.000000 Penalty: 5055.309570
	Iteration 16Q: 3 clusters Score -3932672 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3932772.250000 Penalty: 5055.309570
	Iteration 17Q: 3 clusters Score -3932772 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3932875.750000 Penalty: 5055.309570
	Iteration 18Q: 3 clusters Score -3932876 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3932982.250000 Penalty: 5055.309570
	Iteration 19Q: 3 clusters Score -3932982 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3933087.500000 Penalty: 5055.309570
	Iteration 20F: 3 clusters Score -3933088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3933173.000000 Penalty: 5055.309570
	Iteration 21Q: 3 clusters Score -3933173 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3933243.000000 Penalty: 5055.309570
	Iteration 22Q: 3 clusters Score -3933243 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3933312.250000 Penalty: 5055.309570
	Iteration 23Q: 3 clusters Score -3933312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3933386.500000 Penalty: 5055.309570
	Iteration 24Q: 3 clusters Score -3933386 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3933424.750000 Penalty: 5055.309570
	Iteration 25Q: 3 clusters Score -3933425 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3933477.750000 Penalty: 5055.309570
	Iteration 26Q: 3 clusters Score -3933478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3933497.500000 Penalty: 5055.309570
	Iteration 27Q: 3 clusters Score -3933498 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3933518.000000 Penalty: 5055.309570
	Iteration 28Q: 3 clusters Score -3933518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3933547.000000 Penalty: 5055.309570
	Iteration 29Q: 3 clusters Score -3933547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3933581.750000 Penalty: 5055.309570
	Iteration 30Q: 3 clusters Score -3933582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3933597.750000 Penalty: 5055.309570
	Iteration 31Q: 3 clusters Score -3933598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3933618.500000 Penalty: 5055.309570
	Iteration 32Q: 3 clusters Score -3933618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3933627.500000 Penalty: 5055.309570
	Iteration 33Q: 3 clusters Score -3933628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3933633.750000 Penalty: 5055.309570
	Iteration 34Q: 3 clusters Score -3933634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3933638.250000 Penalty: 5055.309570
	Iteration 35Q: 3 clusters Score -3933638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3933640.500000 Penalty: 5055.309570
	Iteration 36Q: 3 clusters Score -3933640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3933660.000000 Penalty: 5055.309570
	Iteration 37Q: 3 clusters Score -3933660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3933664.250000 Penalty: 5055.309570
	Iteration 38Q: 3 clusters Score -3933664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3933664.000000 Penalty: 5055.309570
	Iteration 39Q: 3 clusters Score -3933664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3933669.750000 Penalty: 5055.309570
	Iteration 40F: 3 clusters Score -3933670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3933665.750000 Penalty: 5055.309570
	Iteration 41Q: 3 clusters Score -3933666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3933676.000000 Penalty: 5055.309570
	Iteration 42Q: 3 clusters Score -3933676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3933672.500000 Penalty: 5055.309570
	Iteration 43Q: 3 clusters Score -3933672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3933670.750000 Penalty: 5055.309570
	Iteration 44Q: 3 clusters Score -3933671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3933678.750000 Penalty: 5055.309570
	Iteration 45Q: 3 clusters Score -3933679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3933679.500000 Penalty: 5055.309570
	Iteration 46Q: 3 clusters Score -3933680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3933680.000000 Penalty: 5055.309570
	Iteration 47Q: 3 clusters Score -3933680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3933680.000000 Penalty: 5055.309570
	Iteration 48Q: 3 clusters Score -3933680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3933689.750000 Penalty: 5055.309570
	Iteration 49Q: 3 clusters Score -3933690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3933679.000000 Penalty: 5055.309570
	Iteration 50Q: 3 clusters Score -3933679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3933682.250000 Penalty: 5055.309570
	Iteration 51Q: 3 clusters Score -3933682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3933677.500000 Penalty: 5055.309570
	Iteration 52Q: 3 clusters Score -3933678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3933674.750000 Penalty: 5055.309570
	Iteration 53Q: 3 clusters Score -3933675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3933680.750000 Penalty: 5055.309570
	Iteration 54Q: 3 clusters Score -3933681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3933682.500000 Penalty: 5055.309570
	Iteration 55Q: 3 clusters Score -3933682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3933681.000000 Penalty: 5055.309570
	Iteration 56Q: 3 clusters Score -3933681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3933680.000000 Penalty: 5055.309570
	Iteration 57Q: 3 clusters Score -3933680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3933678.000000 Penalty: 5055.309570
	Iteration 58Q: 3 clusters Score -3933678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3933682.750000 Penalty: 5055.309570
	Iteration 59Q: 3 clusters Score -3933683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3933688.250000 Penalty: 5055.309570
	Iteration 60F: 3 clusters Score -3933688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3933684.000000 Penalty: 5055.309570
	Iteration 61Q: 3 clusters Score -3933684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3933682.500000 Penalty: 5055.309570
	Iteration 62Q: 3 clusters Score -3933682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3933687.500000 Penalty: 5055.309570
	Iteration 63Q: 3 clusters Score -3933688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3933691.500000 Penalty: 5055.309570
	Iteration 64Q: 3 clusters Score -3933692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3933689.750000 Penalty: 5055.309570
	Iteration 65Q: 3 clusters Score -3933690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3933685.500000 Penalty: 5055.309570
	Iteration 66Q: 3 clusters Score -3933686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3933692.250000 Penalty: 5055.309570
	Iteration 67Q: 3 clusters Score -3933692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3933695.000000 Penalty: 5055.309570
	Iteration 68Q: 3 clusters Score -3933695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3933698.250000 Penalty: 5055.309570
	Iteration 69Q: 3 clusters Score -3933698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3933697.750000 Penalty: 5055.309570
	Iteration 70Q: 3 clusters Score -3933698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3933697.250000 Penalty: 5055.309570
	Iteration 71Q: 3 clusters Score -3933697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3933694.250000 Penalty: 5055.309570
	Iteration 72Q: 3 clusters Score -3933694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3933695.000000 Penalty: 5055.309570
	Iteration 73Q: 3 clusters Score -3933695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3933691.000000 Penalty: 5055.309570
	Iteration 74Q: 3 clusters Score -3933691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3933697.250000 Penalty: 5055.309570
	Iteration 75Q: 3 clusters Score -3933697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3933704.000000 Penalty: 5055.309570
	Iteration 76Q: 3 clusters Score -3933704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3933702.000000 Penalty: 5055.309570
	Iteration 77Q: 3 clusters Score -3933702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3933703.000000 Penalty: 5055.309570
	Iteration 78Q: 3 clusters Score -3933703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3933700.750000 Penalty: 5055.309570
	Iteration 79Q: 3 clusters Score -3933701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3933704.250000 Penalty: 5055.309570
	Iteration 80F: 3 clusters Score -3933704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3933704.250000 Penalty: 5055.309570
	Iteration 81Q: 3 clusters Score -3933704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3933712.500000 Penalty: 5055.309570
	Iteration 82Q: 3 clusters Score -3933712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3933709.000000 Penalty: 5055.309570
	Iteration 83Q: 3 clusters Score -3933709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3933708.750000 Penalty: 5055.309570
	Iteration 84Q: 3 clusters Score -3933709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3933712.000000 Penalty: 5055.309570
	Iteration 85Q: 3 clusters Score -3933712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3933718.250000 Penalty: 5055.309570
	Iteration 86Q: 3 clusters Score -3933718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3933710.000000 Penalty: 5055.309570
	Iteration 87Q: 3 clusters Score -3933710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3933716.500000 Penalty: 5055.309570
	Iteration 88Q: 3 clusters Score -3933716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3933711.500000 Penalty: 5055.309570
	Iteration 89Q: 3 clusters Score -3933712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3933707.000000 Penalty: 5055.309570
	Iteration 90Q: 3 clusters Score -3933707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3933713.000000 Penalty: 5055.309570
	Iteration 91Q: 3 clusters Score -3933713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3933705.750000 Penalty: 5055.309570
	Iteration 92Q: 3 clusters Score -3933706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3933719.000000 Penalty: 5055.309570
	Iteration 93Q: 3 clusters Score -3933719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3933717.250000 Penalty: 5055.309570
	Iteration 94Q: 3 clusters Score -3933717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3933718.750000 Penalty: 5055.309570
	Iteration 95Q: 3 clusters Score -3933719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3933724.000000 Penalty: 5055.309570
	Iteration 96Q: 3 clusters Score -3933724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3933728.750000 Penalty: 5055.309570
	Iteration 97Q: 3 clusters Score -3933729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3933728.750000 Penalty: 5055.309570
	Iteration 98Q: 3 clusters Score -3933729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3933727.250000 Penalty: 5055.309570
	Iteration 99Q: 3 clusters Score -3933727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3933732.500000 Penalty: 5055.309570
	Iteration 100F: 3 clusters Score -3933732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3933729.500000 Penalty: 5055.309570
	Iteration 101Q: 3 clusters Score -3933730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3933730.750000 Penalty: 5055.309570
	Iteration 102Q: 3 clusters Score -3933731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3933733.000000 Penalty: 5055.309570
	Iteration 103Q: 3 clusters Score -3933733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3933731.250000 Penalty: 5055.309570
	Iteration 104Q: 3 clusters Score -3933731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3933729.250000 Penalty: 5055.309570
	Iteration 105Q: 3 clusters Score -3933729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3933734.250000 Penalty: 5055.309570
	Iteration 106Q: 3 clusters Score -3933734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3933728.500000 Penalty: 5055.309570
	Iteration 107Q: 3 clusters Score -3933728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3933730.500000 Penalty: 5055.309570
	Iteration 108Q: 3 clusters Score -3933730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3933729.000000 Penalty: 5055.309570
	Iteration 109Q: 3 clusters Score -3933729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3933731.000000 Penalty: 5055.309570
	Iteration 110Q: 3 clusters Score -3933731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3933734.750000 Penalty: 5055.309570
	Iteration 111Q: 3 clusters Score -3933735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3933733.250000 Penalty: 5055.309570
	Iteration 112Q: 3 clusters Score -3933733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3933734.000000 Penalty: 5055.309570
	Iteration 113Q: 3 clusters Score -3933734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3933738.500000 Penalty: 5055.309570
	Iteration 114Q: 3 clusters Score -3933738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3933739.000000 Penalty: 5055.309570
	Iteration 115Q: 3 clusters Score -3933739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3933737.500000 Penalty: 5055.309570
	Iteration 116Q: 3 clusters Score -3933738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3933738.250000 Penalty: 5055.309570
	Iteration 117Q: 3 clusters Score -3933738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3933733.500000 Penalty: 5055.309570
	Iteration 118Q: 3 clusters Score -3933734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3933734.500000 Penalty: 5055.309570
	Iteration 119Q: 3 clusters Score -3933734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3933742.250000 Penalty: 5055.309570
	Iteration 120F: 3 clusters Score -3933742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3933738.250000 Penalty: 5055.309570
	Iteration 121Q: 3 clusters Score -3933738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3933742.750000 Penalty: 5055.309570
	Iteration 122Q: 3 clusters Score -3933743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3933742.000000 Penalty: 5055.309570
	Iteration 123Q: 3 clusters Score -3933742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3933741.750000 Penalty: 5055.309570
	Iteration 124Q: 3 clusters Score -3933742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3933739.750000 Penalty: 5055.309570
	Iteration 125Q: 3 clusters Score -3933740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3933740.000000 Penalty: 5055.309570
	Iteration 126Q: 3 clusters Score -3933740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3933745.250000 Penalty: 5055.309570
	Iteration 127Q: 3 clusters Score -3933745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3933747.750000 Penalty: 5055.309570
	Iteration 128Q: 3 clusters Score -3933748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3933747.500000 Penalty: 5055.309570
	Iteration 129Q: 3 clusters Score -3933748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3933750.750000 Penalty: 5055.309570
	Iteration 130Q: 3 clusters Score -3933751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3933751.750000 Penalty: 5055.309570
	Iteration 131Q: 3 clusters Score -3933752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3933751.500000 Penalty: 5055.309570
	Iteration 132Q: 3 clusters Score -3933752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3933751.500000 Penalty: 5055.309570
	Iteration 133F: 3 clusters Score -3933752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -331915.250000 Penalty: 1908.660767
	Iteration 0F: 2 clusters Score -331915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -329179.375000 Penalty: 3817.321533
	Iteration 0F: 3 clusters Score -329179.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -329666.750000 Penalty: 3817.321533
	Iteration 1F: 3 clusters Score -329666.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -329818.531250 Penalty: 3817.321533
	Iteration 2F: 3 clusters Score -329818.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -329892.812500 Penalty: 3817.321533
	Iteration 3Q: 3 clusters Score -329892.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -329949.593750 Penalty: 3817.321533
	Iteration 4Q: 3 clusters Score -329949.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329984.843750 Penalty: 3817.321533
	Iteration 5Q: 3 clusters Score -329984.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -330009.250000 Penalty: 3817.321533
	Iteration 6Q: 3 clusters Score -330009.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -330022.437500 Penalty: 3817.321533
	Iteration 7Q: 3 clusters Score -330022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -330040.000000 Penalty: 3817.321533
	Iteration 8Q: 3 clusters Score -330040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -330060.093750 Penalty: 3817.321533
	Iteration 9Q: 3 clusters Score -330060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -330072.250000 Penalty: 3817.321533
	Iteration 10Q: 3 clusters Score -330072.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -330084.250000 Penalty: 3817.321533
	Iteration 11Q: 3 clusters Score -330084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330097.687500 Penalty: 3817.321533
	Iteration 12Q: 3 clusters Score -330097.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -330109.156250 Penalty: 3817.321533
	Iteration 13Q: 3 clusters Score -330109.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -330121.093750 Penalty: 3817.321533
	Iteration 14Q: 3 clusters Score -330121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -330135.875000 Penalty: 3817.321533
	Iteration 15Q: 3 clusters Score -330135.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -330148.000000 Penalty: 3817.321533
	Iteration 16Q: 3 clusters Score -330148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -330164.281250 Penalty: 3817.321533
	Iteration 17Q: 3 clusters Score -330164.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -330178.000000 Penalty: 3817.321533
	Iteration 18Q: 3 clusters Score -330178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -330188.000000 Penalty: 3817.321533
	Iteration 19Q: 3 clusters Score -330188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -330196.625000 Penalty: 3817.321533
	Iteration 20F: 3 clusters Score -330196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -330204.593750 Penalty: 3817.321533
	Iteration 21Q: 3 clusters Score -330204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -330208.531250 Penalty: 3817.321533
	Iteration 22Q: 3 clusters Score -330208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -330209.781250 Penalty: 3817.321533
	Iteration 23Q: 3 clusters Score -330209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -330212.281250 Penalty: 3817.321533
	Iteration 24Q: 3 clusters Score -330212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -330215.781250 Penalty: 3817.321533
	Iteration 25Q: 3 clusters Score -330215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -330220.781250 Penalty: 3817.321533
	Iteration 26Q: 3 clusters Score -330220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -330223.937500 Penalty: 3817.321533
	Iteration 27Q: 3 clusters Score -330223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -330224.718750 Penalty: 3817.321533
	Iteration 28Q: 3 clusters Score -330224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -330224.718750 Penalty: 3817.321533
	Iteration 29F: 3 clusters Score -330224.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -1206797.000000 Penalty: 2228.793945
	Iteration 0F: 2 clusters Score -1206797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1200417.125000 Penalty: 4457.587891
	Iteration 0F: 3 clusters Score -1200417 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1202240.000000 Penalty: 4457.587891
	Iteration 1F: 3 clusters Score -1202240 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1202653.375000 Penalty: 4457.587891
	Iteration 2F: 3 clusters Score -1202653 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1202956.500000 Penalty: 4457.587891
	Iteration 3F: 3 clusters Score -1202956 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1203224.125000 Penalty: 4457.587891
	Iteration 4Q: 3 clusters Score -1203224 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1203475.250000 Penalty: 4457.587891
	Iteration 5Q: 3 clusters Score -1203475 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1203732.750000 Penalty: 4457.587891
	Iteration 6Q: 3 clusters Score -1203733 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1203956.375000 Penalty: 4457.587891
	Iteration 7Q: 3 clusters Score -1203956 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1204160.125000 Penalty: 4457.587891
	Iteration 8Q: 3 clusters Score -1204160 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1204379.875000 Penalty: 4457.587891
	Iteration 9Q: 3 clusters Score -1204380 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1204602.250000 Penalty: 4457.587891
	Iteration 10Q: 3 clusters Score -1204602 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1204795.000000 Penalty: 4457.587891
	Iteration 11Q: 3 clusters Score -1204795 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1204976.875000 Penalty: 4457.587891
	Iteration 12Q: 3 clusters Score -1204977 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1205181.875000 Penalty: 4457.587891
	Iteration 13Q: 3 clusters Score -1205182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1205333.000000 Penalty: 4457.587891
	Iteration 14Q: 3 clusters Score -1205333 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1205432.250000 Penalty: 4457.587891
	Iteration 15Q: 3 clusters Score -1205432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1205506.000000 Penalty: 4457.587891
	Iteration 16Q: 3 clusters Score -1205506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1205554.000000 Penalty: 4457.587891
	Iteration 17Q: 3 clusters Score -1205554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1205577.000000 Penalty: 4457.587891
	Iteration 18Q: 3 clusters Score -1205577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1205591.375000 Penalty: 4457.587891
	Iteration 19Q: 3 clusters Score -1205591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1205602.250000 Penalty: 4457.587891
	Iteration 20F: 3 clusters Score -1205602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1205612.375000 Penalty: 4457.587891
	Iteration 21Q: 3 clusters Score -1205612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1205621.000000 Penalty: 4457.587891
	Iteration 22Q: 3 clusters Score -1205621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1205624.500000 Penalty: 4457.587891
	Iteration 23Q: 3 clusters Score -1205624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1205626.875000 Penalty: 4457.587891
	Iteration 24Q: 3 clusters Score -1205627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1205630.125000 Penalty: 4457.587891
	Iteration 25Q: 3 clusters Score -1205630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1205633.625000 Penalty: 4457.587891
	Iteration 26Q: 3 clusters Score -1205634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1205635.000000 Penalty: 4457.587891
	Iteration 27Q: 3 clusters Score -1205635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1205636.750000 Penalty: 4457.587891
	Iteration 28Q: 3 clusters Score -1205637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1205640.125000 Penalty: 4457.587891
	Iteration 29Q: 3 clusters Score -1205640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1205640.375000 Penalty: 4457.587891
	Iteration 30Q: 3 clusters Score -1205640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1205645.625000 Penalty: 4457.587891
	Iteration 31Q: 3 clusters Score -1205646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1205653.125000 Penalty: 4457.587891
	Iteration 32Q: 3 clusters Score -1205653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1205656.500000 Penalty: 4457.587891
	Iteration 33Q: 3 clusters Score -1205656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1205658.750000 Penalty: 4457.587891
	Iteration 34Q: 3 clusters Score -1205659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1205660.500000 Penalty: 4457.587891
	Iteration 35Q: 3 clusters Score -1205660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1205664.250000 Penalty: 4457.587891
	Iteration 36Q: 3 clusters Score -1205664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1205667.000000 Penalty: 4457.587891
	Iteration 37Q: 3 clusters Score -1205667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1205670.000000 Penalty: 4457.587891
	Iteration 38Q: 3 clusters Score -1205670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1205669.250000 Penalty: 4457.587891
	Iteration 39Q: 3 clusters Score -1205669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1205668.250000 Penalty: 4457.587891
	Iteration 40F: 3 clusters Score -1205668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (85855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Entering Unmasked Estep 
Score: -13533076.000000 Penalty: 2817.383057
	Iteration 0F: 2 clusters Score -1.353308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -13479418.000000 Penalty: 5634.766113
	Iteration 0F: 3 clusters Score -1.347942e+07 nChanged 40307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -13502708.000000 Penalty: 5634.766113
	Iteration 1F: 3 clusters Score -1.350271e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -13503827.000000 Penalty: 5634.766113
	Iteration 2Q: 3 clusters Score -1.350383e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -13505524.000000 Penalty: 5634.766113
	Iteration 3Q: 3 clusters Score -1.350552e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -13508335.000000 Penalty: 5634.766113
	Iteration 4F: 3 clusters Score -1.350834e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -13512406.000000 Penalty: 5634.766113
	Iteration 5F: 3 clusters Score -1.351241e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -13517508.000000 Penalty: 5634.766113
	Iteration 6F: 3 clusters Score -1.351751e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -13522449.000000 Penalty: 5634.766113
	Iteration 7F: 3 clusters Score -1.352245e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -13525967.000000 Penalty: 5634.766113
	Iteration 8F: 3 clusters Score -1.352597e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -13528223.000000 Penalty: 5634.766113
	Iteration 9Q: 3 clusters Score -1.352822e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13529424.000000 Penalty: 5634.766113
	Iteration 10Q: 3 clusters Score -1.352942e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13529969.000000 Penalty: 5634.766113
	Iteration 11Q: 3 clusters Score -1.352997e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13530261.000000 Penalty: 5634.766113
	Iteration 12Q: 3 clusters Score -1.353026e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -13530406.000000 Penalty: 5634.766113
	Iteration 13Q: 3 clusters Score -1.353041e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13530469.000000 Penalty: 5634.766113
	Iteration 14Q: 3 clusters Score -1.353047e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13530531.000000 Penalty: 5634.766113
	Iteration 15Q: 3 clusters Score -1.353053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13530561.000000 Penalty: 5634.766113
	Iteration 16Q: 3 clusters Score -1.353056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13530585.000000 Penalty: 5634.766113
	Iteration 17Q: 3 clusters Score -1.353058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13530602.000000 Penalty: 5634.766113
	Iteration 18Q: 3 clusters Score -1.35306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13530629.000000 Penalty: 5634.766113
	Iteration 19Q: 3 clusters Score -1.353063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13530653.000000 Penalty: 5634.766113
	Iteration 20F: 3 clusters Score -1.353065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13530661.000000 Penalty: 5634.766113
	Iteration 21Q: 3 clusters Score -1.353066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13530669.000000 Penalty: 5634.766113
	Iteration 22Q: 3 clusters Score -1.353067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13530662.000000 Penalty: 5634.766113
	Iteration 23Q: 3 clusters Score -1.353066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13530667.000000 Penalty: 5634.766113
	Iteration 24Q: 3 clusters Score -1.353067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13530658.000000 Penalty: 5634.766113
	Iteration 25Q: 3 clusters Score -1.353066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -13530667.000000 Penalty: 5634.766113
	Iteration 26Q: 3 clusters Score -1.353067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13530681.000000 Penalty: 5634.766113
	Iteration 27Q: 3 clusters Score -1.353068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13530681.000000 Penalty: 5634.766113
	Iteration 28Q: 3 clusters Score -1.353068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13530683.000000 Penalty: 5634.766113
	Iteration 29Q: 3 clusters Score -1.353068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13530691.000000 Penalty: 5634.766113
	Iteration 30Q: 3 clusters Score -1.353069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13530695.000000 Penalty: 5634.766113
	Iteration 31Q: 3 clusters Score -1.35307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -13530695.000000 Penalty: 5634.766113
	Iteration 32F: 3 clusters Score -1.35307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Entering Unmasked Estep 
Score: -2306841.000000 Penalty: 2379.709473
	Iteration 0F: 2 clusters Score -2306841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2296284.250000 Penalty: 4759.418945
	Iteration 0F: 3 clusters Score -2296284 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2299662.250000 Penalty: 4759.418945
	Iteration 1F: 3 clusters Score -2299662 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2300074.000000 Penalty: 4759.418945
	Iteration 2F: 3 clusters Score -2300074 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2300505.750000 Penalty: 4759.418945
	Iteration 3F: 3 clusters Score -2300506 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2301042.500000 Penalty: 4759.418945
	Iteration 4F: 3 clusters Score -2301042 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2301793.000000 Penalty: 4759.418945
	Iteration 5F: 3 clusters Score -2301793 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2302701.250000 Penalty: 4759.418945
	Iteration 6F: 3 clusters Score -2302701 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2303559.250000 Penalty: 4759.418945
	Iteration 7F: 3 clusters Score -2303559 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2304160.500000 Penalty: 4759.418945
	Iteration 8F: 3 clusters Score -2304160 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2304520.250000 Penalty: 4759.418945
	Iteration 9Q: 3 clusters Score -2304520 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2304741.000000 Penalty: 4759.418945
	Iteration 10Q: 3 clusters Score -2304741 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2304880.500000 Penalty: 4759.418945
	Iteration 11Q: 3 clusters Score -2304880 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2304964.000000 Penalty: 4759.418945
	Iteration 12Q: 3 clusters Score -2304964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2305018.500000 Penalty: 4759.418945
	Iteration 13Q: 3 clusters Score -2305018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2305068.250000 Penalty: 4759.418945
	Iteration 14Q: 3 clusters Score -2305068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2305099.500000 Penalty: 4759.418945
	Iteration 15Q: 3 clusters Score -2305100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2305119.500000 Penalty: 4759.418945
	Iteration 16Q: 3 clusters Score -2305120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2305123.500000 Penalty: 4759.418945
	Iteration 17Q: 3 clusters Score -2305124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2305131.500000 Penalty: 4759.418945
	Iteration 18Q: 3 clusters Score -2305132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2305145.750000 Penalty: 4759.418945
	Iteration 19Q: 3 clusters Score -2305146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2305153.250000 Penalty: 4759.418945
	Iteration 20F: 3 clusters Score -2305153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2305156.500000 Penalty: 4759.418945
	Iteration 21Q: 3 clusters Score -2305156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2305154.000000 Penalty: 4759.418945
	Iteration 22Q: 3 clusters Score -2305154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2305161.500000 Penalty: 4759.418945
	Iteration 23Q: 3 clusters Score -2305162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2305161.000000 Penalty: 4759.418945
	Iteration 24Q: 3 clusters Score -2305161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2305162.250000 Penalty: 4759.418945
	Iteration 25Q: 3 clusters Score -2305162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2305166.750000 Penalty: 4759.418945
	Iteration 26Q: 3 clusters Score -2305167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2305172.000000 Penalty: 4759.418945
	Iteration 27Q: 3 clusters Score -2305172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2305170.000000 Penalty: 4759.418945
	Iteration 28Q: 3 clusters Score -2305170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2305172.000000 Penalty: 4759.418945
	Iteration 29Q: 3 clusters Score -2305172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2305171.000000 Penalty: 4759.418945
	Iteration 30Q: 3 clusters Score -2305171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2305172.250000 Penalty: 4759.418945
	Iteration 31Q: 3 clusters Score -2305172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2305172.250000 Penalty: 4759.418945
	Iteration 32F: 3 clusters Score -2305172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -1036310.000000 Penalty: 2195.886230
	Iteration 0F: 2 clusters Score -1036310 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 3469 members 
Entering Unmasked Estep 
Score: -1030549.625000 Penalty: 4391.772461
	Iteration 0F: 3 clusters Score -1030550 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1032173.437500 Penalty: 4391.772461
	Iteration 1F: 3 clusters Score -1032173 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1032506.125000 Penalty: 4391.772461
	Iteration 2F: 3 clusters Score -1032506 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1032768.250000 Penalty: 4391.772461
	Iteration 3F: 3 clusters Score -1032768 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1032966.750000 Penalty: 4391.772461
	Iteration 4Q: 3 clusters Score -1032967 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1033121.000000 Penalty: 4391.772461
	Iteration 5Q: 3 clusters Score -1033121 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1033241.875000 Penalty: 4391.772461
	Iteration 6Q: 3 clusters Score -1033242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1033346.937500 Penalty: 4391.772461
	Iteration 7Q: 3 clusters Score -1033347 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1033452.062500 Penalty: 4391.772461
	Iteration 8Q: 3 clusters Score -1033452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1033574.625000 Penalty: 4391.772461
	Iteration 9Q: 3 clusters Score -1033575 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1033699.875000 Penalty: 4391.772461
	Iteration 10Q: 3 clusters Score -1033700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1033813.687500 Penalty: 4391.772461
	Iteration 11Q: 3 clusters Score -1033814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1033913.250000 Penalty: 4391.772461
	Iteration 12Q: 3 clusters Score -1033913 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1033990.375000 Penalty: 4391.772461
	Iteration 13Q: 3 clusters Score -1033990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1034066.937500 Penalty: 4391.772461
	Iteration 14Q: 3 clusters Score -1034067 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1034142.062500 Penalty: 4391.772461
	Iteration 15Q: 3 clusters Score -1034142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1034211.750000 Penalty: 4391.772461
	Iteration 16Q: 3 clusters Score -1034212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1034259.062500 Penalty: 4391.772461
	Iteration 17Q: 3 clusters Score -1034259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1034312.187500 Penalty: 4391.772461
	Iteration 18Q: 3 clusters Score -1034312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1034361.375000 Penalty: 4391.772461
	Iteration 19Q: 3 clusters Score -1034361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1034390.750000 Penalty: 4391.772461
	Iteration 20F: 3 clusters Score -1034391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1034414.375000 Penalty: 4391.772461
	Iteration 21Q: 3 clusters Score -1034414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1034432.000000 Penalty: 4391.772461
	Iteration 22Q: 3 clusters Score -1034432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1034452.062500 Penalty: 4391.772461
	Iteration 23Q: 3 clusters Score -1034452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1034469.437500 Penalty: 4391.772461
	Iteration 24Q: 3 clusters Score -1034469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1034486.250000 Penalty: 4391.772461
	Iteration 25Q: 3 clusters Score -1034486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1034504.875000 Penalty: 4391.772461
	Iteration 26Q: 3 clusters Score -1034505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1034520.937500 Penalty: 4391.772461
	Iteration 27Q: 3 clusters Score -1034521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1034533.250000 Penalty: 4391.772461
	Iteration 28Q: 3 clusters Score -1034533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1034544.125000 Penalty: 4391.772461
	Iteration 29Q: 3 clusters Score -1034544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1034557.312500 Penalty: 4391.772461
	Iteration 30Q: 3 clusters Score -1034557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1034574.937500 Penalty: 4391.772461
	Iteration 31Q: 3 clusters Score -1034575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1034586.937500 Penalty: 4391.772461
	Iteration 32Q: 3 clusters Score -1034587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1034594.625000 Penalty: 4391.772461
	Iteration 33Q: 3 clusters Score -1034595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1034605.375000 Penalty: 4391.772461
	Iteration 34Q: 3 clusters Score -1034605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1034614.312500 Penalty: 4391.772461
	Iteration 35Q: 3 clusters Score -1034614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1034622.625000 Penalty: 4391.772461
	Iteration 36Q: 3 clusters Score -1034623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1034629.062500 Penalty: 4391.772461
	Iteration 37Q: 3 clusters Score -1034629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1034636.062500 Penalty: 4391.772461
	Iteration 38Q: 3 clusters Score -1034636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1034641.312500 Penalty: 4391.772461
	Iteration 39Q: 3 clusters Score -1034641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1034648.312500 Penalty: 4391.772461
	Iteration 40F: 3 clusters Score -1034648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1034656.312500 Penalty: 4391.772461
	Iteration 41Q: 3 clusters Score -1034656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1034660.937500 Penalty: 4391.772461
	Iteration 42Q: 3 clusters Score -1034661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1034661.625000 Penalty: 4391.772461
	Iteration 43Q: 3 clusters Score -1034662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1034663.312500 Penalty: 4391.772461
	Iteration 44Q: 3 clusters Score -1034663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1034663.812500 Penalty: 4391.772461
	Iteration 45Q: 3 clusters Score -1034664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1034664.000000 Penalty: 4391.772461
	Iteration 46Q: 3 clusters Score -1034664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1034664.000000 Penalty: 4391.772461
	Iteration 47F: 3 clusters Score -1034664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Entering Unmasked Estep 
Score: -5204699.500000 Penalty: 2583.089111
	Iteration 0F: 2 clusters Score -5204700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -5181895.500000 Penalty: 5166.178223
	Iteration 0F: 3 clusters Score -5181896 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5190427.500000 Penalty: 5166.178223
	Iteration 1F: 3 clusters Score -5190428 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5191363.500000 Penalty: 5166.178223
	Iteration 2F: 3 clusters Score -5191364 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5192580.000000 Penalty: 5166.178223
	Iteration 3F: 3 clusters Score -5192580 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5194122.000000 Penalty: 5166.178223
	Iteration 4F: 3 clusters Score -5194122 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5195741.500000 Penalty: 5166.178223
	Iteration 5F: 3 clusters Score -5195742 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5197086.000000 Penalty: 5166.178223
	Iteration 6F: 3 clusters Score -5197086 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5198183.500000 Penalty: 5166.178223
	Iteration 7F: 3 clusters Score -5198184 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5199013.000000 Penalty: 5166.178223
	Iteration 8Q: 3 clusters Score -5199013 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5199623.000000 Penalty: 5166.178223
	Iteration 9Q: 3 clusters Score -5199623 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5200160.000000 Penalty: 5166.178223
	Iteration 10Q: 3 clusters Score -5200160 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5200659.000000 Penalty: 5166.178223
	Iteration 11Q: 3 clusters Score -5200659 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5201103.000000 Penalty: 5166.178223
	Iteration 12Q: 3 clusters Score -5201103 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5201504.000000 Penalty: 5166.178223
	Iteration 13Q: 3 clusters Score -5201504 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5201812.000000 Penalty: 5166.178223
	Iteration 14Q: 3 clusters Score -5201812 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5202041.500000 Penalty: 5166.178223
	Iteration 15Q: 3 clusters Score -5202042 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5202226.000000 Penalty: 5166.178223
	Iteration 16Q: 3 clusters Score -5202226 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5202371.000000 Penalty: 5166.178223
	Iteration 17Q: 3 clusters Score -5202371 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5202448.000000 Penalty: 5166.178223
	Iteration 18Q: 3 clusters Score -5202448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5202530.000000 Penalty: 5166.178223
	Iteration 19Q: 3 clusters Score -5202530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5202583.000000 Penalty: 5166.178223
	Iteration 20F: 3 clusters Score -5202583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5202609.000000 Penalty: 5166.178223
	Iteration 21Q: 3 clusters Score -5202609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5202639.500000 Penalty: 5166.178223
	Iteration 22Q: 3 clusters Score -5202640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5202668.500000 Penalty: 5166.178223
	Iteration 23Q: 3 clusters Score -5202668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5202675.000000 Penalty: 5166.178223
	Iteration 24Q: 3 clusters Score -5202675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5202700.500000 Penalty: 5166.178223
	Iteration 25Q: 3 clusters Score -5202700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5202716.000000 Penalty: 5166.178223
	Iteration 26Q: 3 clusters Score -5202716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5202708.000000 Penalty: 5166.178223
	Iteration 27Q: 3 clusters Score -5202708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5202718.000000 Penalty: 5166.178223
	Iteration 28Q: 3 clusters Score -5202718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5202719.000000 Penalty: 5166.178223
	Iteration 29Q: 3 clusters Score -5202719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5202711.000000 Penalty: 5166.178223
	Iteration 30Q: 3 clusters Score -5202711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5202710.500000 Penalty: 5166.178223
	Iteration 31Q: 3 clusters Score -5202710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5202721.500000 Penalty: 5166.178223
	Iteration 32Q: 3 clusters Score -5202722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5202722.500000 Penalty: 5166.178223
	Iteration 33Q: 3 clusters Score -5202722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5202726.000000 Penalty: 5166.178223
	Iteration 34Q: 3 clusters Score -5202726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5202731.000000 Penalty: 5166.178223
	Iteration 35Q: 3 clusters Score -5202731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5202725.500000 Penalty: 5166.178223
	Iteration 36Q: 3 clusters Score -5202726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5202731.500000 Penalty: 5166.178223
	Iteration 37Q: 3 clusters Score -5202732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5202734.000000 Penalty: 5166.178223
	Iteration 38Q: 3 clusters Score -5202734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5202740.000000 Penalty: 5166.178223
	Iteration 39Q: 3 clusters Score -5202740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5202735.500000 Penalty: 5166.178223
	Iteration 40F: 3 clusters Score -5202736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5202739.000000 Penalty: 5166.178223
	Iteration 41Q: 3 clusters Score -5202739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5202738.500000 Penalty: 5166.178223
	Iteration 42Q: 3 clusters Score -5202738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5202745.500000 Penalty: 5166.178223
	Iteration 43Q: 3 clusters Score -5202746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5202743.000000 Penalty: 5166.178223
	Iteration 44Q: 3 clusters Score -5202743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5202743.000000 Penalty: 5166.178223
	Iteration 45F: 3 clusters Score -5202743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -166551.906250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -166551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164563.734375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -164563.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -164832.812500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -164832.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -164913.703125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -164913.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164957.046875 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -164957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164997.406250 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -164997.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165023.859375 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -165023.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -165052.578125 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -165052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -165080.218750 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -165080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165115.296875 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -165115.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -165139.078125 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -165139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -165157.000000 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -165157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165183.359375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -165183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165199.375000 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -165199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165210.578125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -165210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -165229.281250 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -165229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165242.531250 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -165242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165256.093750 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -165256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165277.343750 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -165277.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165294.750000 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -165294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -165307.468750 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -165307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165316.093750 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -165316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165324.484375 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -165324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -165336.218750 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -165336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165350.750000 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -165350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165352.718750 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -165352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165352.718750 Penalty: 3480.683105
	Iteration 25F: 3 clusters Score -165352.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (52771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Entering Unmasked Estep 
Score: -8220743.000000 Penalty: 2696.681885
	Iteration 0F: 2 clusters Score -8220743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -8185161.000000 Penalty: 5393.363770
	Iteration 0F: 3 clusters Score -8185161 nChanged 24431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8199267.000000 Penalty: 5393.363770
	Iteration 1F: 3 clusters Score -8199267 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8200233.000000 Penalty: 5393.363770
	Iteration 2Q: 3 clusters Score -8200233 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8201304.000000 Penalty: 5393.363770
	Iteration 3Q: 3 clusters Score -8201304 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -8202811.000000 Penalty: 5393.363770
	Iteration 4F: 3 clusters Score -8202811 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8204622.500000 Penalty: 5393.363770
	Iteration 5F: 3 clusters Score -8204622 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -8206539.500000 Penalty: 5393.363770
	Iteration 6F: 3 clusters Score -8206540 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -8208667.500000 Penalty: 5393.363770
	Iteration 7F: 3 clusters Score -8208668 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -8210755.500000 Penalty: 5393.363770
	Iteration 8F: 3 clusters Score -8210756 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8212535.500000 Penalty: 5393.363770
	Iteration 9Q: 3 clusters Score -8212536 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8214167.000000 Penalty: 5393.363770
	Iteration 10Q: 3 clusters Score -8214167 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8215326.500000 Penalty: 5393.363770
	Iteration 11Q: 3 clusters Score -8215326 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8216184.000000 Penalty: 5393.363770
	Iteration 12Q: 3 clusters Score -8216184 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8216793.500000 Penalty: 5393.363770
	Iteration 13Q: 3 clusters Score -8216794 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8217270.500000 Penalty: 5393.363770
	Iteration 14Q: 3 clusters Score -8217270 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8217555.500000 Penalty: 5393.363770
	Iteration 15Q: 3 clusters Score -8217556 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8217751.500000 Penalty: 5393.363770
	Iteration 16Q: 3 clusters Score -8217752 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8217917.500000 Penalty: 5393.363770
	Iteration 17Q: 3 clusters Score -8217918 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8218028.500000 Penalty: 5393.363770
	Iteration 18Q: 3 clusters Score -8218028 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8218122.000000 Penalty: 5393.363770
	Iteration 19Q: 3 clusters Score -8218122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8218150.000000 Penalty: 5393.363770
	Iteration 20F: 3 clusters Score -8218150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8218170.500000 Penalty: 5393.363770
	Iteration 21Q: 3 clusters Score -8218170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8218217.500000 Penalty: 5393.363770
	Iteration 22Q: 3 clusters Score -8218218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8218249.500000 Penalty: 5393.363770
	Iteration 23Q: 3 clusters Score -8218250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8218267.500000 Penalty: 5393.363770
	Iteration 24Q: 3 clusters Score -8218268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8218283.500000 Penalty: 5393.363770
	Iteration 25Q: 3 clusters Score -8218284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8218303.000000 Penalty: 5393.363770
	Iteration 26Q: 3 clusters Score -8218303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8218317.000000 Penalty: 5393.363770
	Iteration 27Q: 3 clusters Score -8218317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8218331.000000 Penalty: 5393.363770
	Iteration 28Q: 3 clusters Score -8218331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8218352.000000 Penalty: 5393.363770
	Iteration 29Q: 3 clusters Score -8218352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8218368.500000 Penalty: 5393.363770
	Iteration 30Q: 3 clusters Score -8218368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8218365.000000 Penalty: 5393.363770
	Iteration 31Q: 3 clusters Score -8218365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8218374.000000 Penalty: 5393.363770
	Iteration 32Q: 3 clusters Score -8218374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8218376.000000 Penalty: 5393.363770
	Iteration 33Q: 3 clusters Score -8218376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8218375.500000 Penalty: 5393.363770
	Iteration 34Q: 3 clusters Score -8218376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8218380.500000 Penalty: 5393.363770
	Iteration 35Q: 3 clusters Score -8218380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8218385.000000 Penalty: 5393.363770
	Iteration 36Q: 3 clusters Score -8218385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8218384.500000 Penalty: 5393.363770
	Iteration 37Q: 3 clusters Score -8218384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8218384.500000 Penalty: 5393.363770
	Iteration 38Q: 3 clusters Score -8218384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8218384.500000 Penalty: 5393.363770
	Iteration 39F: 3 clusters Score -8218384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -83286.062500 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -83286.06 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 270 members 
Entering Unmasked Estep 
Score: -81721.898438 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -81721.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81883.242188 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -81883.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81949.804688 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -81949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81973.515625 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -81973.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81978.203125 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -81978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81983.164062 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -81983.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81985.742188 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -81985.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81989.000000 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -81989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81993.484375 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -81993.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81997.937500 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -81997.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82002.390625 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -82002.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82008.968750 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -82008.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82013.726562 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -82013.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82018.476562 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -82018.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82023.375000 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -82023.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82038.664062 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -82038.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82049.359375 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -82049.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82054.507812 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -82054.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82054.507812 Penalty: 3128.816650
	Iteration 18F: 3 clusters Score -82054.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -1242955.000000 Penalty: 2239.889404
	Iteration 0F: 2 clusters Score -1242955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1236355.625000 Penalty: 4479.778809
	Iteration 0F: 3 clusters Score -1236356 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1238343.500000 Penalty: 4479.778809
	Iteration 1F: 3 clusters Score -1238344 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1238695.000000 Penalty: 4479.778809
	Iteration 2F: 3 clusters Score -1238695 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1238957.125000 Penalty: 4479.778809
	Iteration 3F: 3 clusters Score -1238957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1239207.875000 Penalty: 4479.778809
	Iteration 4Q: 3 clusters Score -1239208 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1239457.750000 Penalty: 4479.778809
	Iteration 5Q: 3 clusters Score -1239458 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1239721.500000 Penalty: 4479.778809
	Iteration 6Q: 3 clusters Score -1239722 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1239969.750000 Penalty: 4479.778809
	Iteration 7Q: 3 clusters Score -1239970 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1240203.000000 Penalty: 4479.778809
	Iteration 8Q: 3 clusters Score -1240203 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1240455.875000 Penalty: 4479.778809
	Iteration 9Q: 3 clusters Score -1240456 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1240724.125000 Penalty: 4479.778809
	Iteration 10Q: 3 clusters Score -1240724 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1240967.750000 Penalty: 4479.778809
	Iteration 11Q: 3 clusters Score -1240968 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1241128.250000 Penalty: 4479.778809
	Iteration 12Q: 3 clusters Score -1241128 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1241232.375000 Penalty: 4479.778809
	Iteration 13Q: 3 clusters Score -1241232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1241285.500000 Penalty: 4479.778809
	Iteration 14Q: 3 clusters Score -1241286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1241321.375000 Penalty: 4479.778809
	Iteration 15Q: 3 clusters Score -1241321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1241351.250000 Penalty: 4479.778809
	Iteration 16Q: 3 clusters Score -1241351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1241372.250000 Penalty: 4479.778809
	Iteration 17Q: 3 clusters Score -1241372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1241394.750000 Penalty: 4479.778809
	Iteration 18Q: 3 clusters Score -1241395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1241409.875000 Penalty: 4479.778809
	Iteration 19Q: 3 clusters Score -1241410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1241433.625000 Penalty: 4479.778809
	Iteration 20F: 3 clusters Score -1241434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1241460.250000 Penalty: 4479.778809
	Iteration 21Q: 3 clusters Score -1241460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1241473.125000 Penalty: 4479.778809
	Iteration 22Q: 3 clusters Score -1241473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1241492.000000 Penalty: 4479.778809
	Iteration 23Q: 3 clusters Score -1241492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1241511.875000 Penalty: 4479.778809
	Iteration 24Q: 3 clusters Score -1241512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1241520.125000 Penalty: 4479.778809
	Iteration 25Q: 3 clusters Score -1241520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1241532.250000 Penalty: 4479.778809
	Iteration 26Q: 3 clusters Score -1241532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1241552.250000 Penalty: 4479.778809
	Iteration 27Q: 3 clusters Score -1241552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1241569.375000 Penalty: 4479.778809
	Iteration 28Q: 3 clusters Score -1241569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1241582.625000 Penalty: 4479.778809
	Iteration 29Q: 3 clusters Score -1241583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1241593.375000 Penalty: 4479.778809
	Iteration 30Q: 3 clusters Score -1241593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1241603.750000 Penalty: 4479.778809
	Iteration 31Q: 3 clusters Score -1241604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1241620.375000 Penalty: 4479.778809
	Iteration 32Q: 3 clusters Score -1241620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1241643.125000 Penalty: 4479.778809
	Iteration 33Q: 3 clusters Score -1241643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1241658.500000 Penalty: 4479.778809
	Iteration 34Q: 3 clusters Score -1241658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1241680.250000 Penalty: 4479.778809
	Iteration 35Q: 3 clusters Score -1241680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1241700.750000 Penalty: 4479.778809
	Iteration 36Q: 3 clusters Score -1241701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1241713.500000 Penalty: 4479.778809
	Iteration 37Q: 3 clusters Score -1241714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1241734.750000 Penalty: 4479.778809
	Iteration 38Q: 3 clusters Score -1241735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1241751.250000 Penalty: 4479.778809
	Iteration 39Q: 3 clusters Score -1241751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1241760.250000 Penalty: 4479.778809
	Iteration 40F: 3 clusters Score -1241760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1241763.875000 Penalty: 4479.778809
	Iteration 41Q: 3 clusters Score -1241764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1241767.000000 Penalty: 4479.778809
	Iteration 42Q: 3 clusters Score -1241767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1241773.750000 Penalty: 4479.778809
	Iteration 43Q: 3 clusters Score -1241774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1241774.250000 Penalty: 4479.778809
	Iteration 44Q: 3 clusters Score -1241774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1241776.250000 Penalty: 4479.778809
	Iteration 45Q: 3 clusters Score -1241776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1241779.000000 Penalty: 4479.778809
	Iteration 46Q: 3 clusters Score -1241779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1241783.750000 Penalty: 4479.778809
	Iteration 47Q: 3 clusters Score -1241784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1241789.375000 Penalty: 4479.778809
	Iteration 48Q: 3 clusters Score -1241789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1241789.875000 Penalty: 4479.778809
	Iteration 49Q: 3 clusters Score -1241790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1241790.625000 Penalty: 4479.778809
	Iteration 50Q: 3 clusters Score -1241791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1241794.500000 Penalty: 4479.778809
	Iteration 51Q: 3 clusters Score -1241794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1241796.000000 Penalty: 4479.778809
	Iteration 52Q: 3 clusters Score -1241796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1241795.875000 Penalty: 4479.778809
	Iteration 53Q: 3 clusters Score -1241796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1241797.375000 Penalty: 4479.778809
	Iteration 54Q: 3 clusters Score -1241797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1241796.000000 Penalty: 4479.778809
	Iteration 55Q: 3 clusters Score -1241796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1241800.125000 Penalty: 4479.778809
	Iteration 56Q: 3 clusters Score -1241800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1241802.875000 Penalty: 4479.778809
	Iteration 57Q: 3 clusters Score -1241803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1241807.125000 Penalty: 4479.778809
	Iteration 58Q: 3 clusters Score -1241807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1241803.750000 Penalty: 4479.778809
	Iteration 59Q: 3 clusters Score -1241804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1241806.750000 Penalty: 4479.778809
	Iteration 60F: 3 clusters Score -1241807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1241806.875000 Penalty: 4479.778809
	Iteration 61Q: 3 clusters Score -1241807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1241807.375000 Penalty: 4479.778809
	Iteration 62Q: 3 clusters Score -1241807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1241807.875000 Penalty: 4479.778809
	Iteration 63Q: 3 clusters Score -1241808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1241805.250000 Penalty: 4479.778809
	Iteration 64Q: 3 clusters Score -1241805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1241807.750000 Penalty: 4479.778809
	Iteration 65Q: 3 clusters Score -1241808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1241808.125000 Penalty: 4479.778809
	Iteration 66Q: 3 clusters Score -1241808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1241809.125000 Penalty: 4479.778809
	Iteration 67Q: 3 clusters Score -1241809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1241808.250000 Penalty: 4479.778809
	Iteration 68Q: 3 clusters Score -1241808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1241806.625000 Penalty: 4479.778809
	Iteration 69Q: 3 clusters Score -1241807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1241808.375000 Penalty: 4479.778809
	Iteration 70Q: 3 clusters Score -1241808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1241809.875000 Penalty: 4479.778809
	Iteration 71Q: 3 clusters Score -1241810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1241811.625000 Penalty: 4479.778809
	Iteration 72Q: 3 clusters Score -1241812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1241817.000000 Penalty: 4479.778809
	Iteration 73Q: 3 clusters Score -1241817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1241813.875000 Penalty: 4479.778809
	Iteration 74Q: 3 clusters Score -1241814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1241818.625000 Penalty: 4479.778809
	Iteration 75Q: 3 clusters Score -1241819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1241819.875000 Penalty: 4479.778809
	Iteration 76Q: 3 clusters Score -1241820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1241821.000000 Penalty: 4479.778809
	Iteration 77Q: 3 clusters Score -1241821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1241823.125000 Penalty: 4479.778809
	Iteration 78Q: 3 clusters Score -1241823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1241825.625000 Penalty: 4479.778809
	Iteration 79Q: 3 clusters Score -1241826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1241828.250000 Penalty: 4479.778809
	Iteration 80F: 3 clusters Score -1241828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1241830.500000 Penalty: 4479.778809
	Iteration 81Q: 3 clusters Score -1241830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1241828.875000 Penalty: 4479.778809
	Iteration 82Q: 3 clusters Score -1241829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1241830.500000 Penalty: 4479.778809
	Iteration 83Q: 3 clusters Score -1241830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1241830.500000 Penalty: 4479.778809
	Iteration 84F: 3 clusters Score -1241830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Entering Unmasked Estep 
Score: -1014909.375000 Penalty: 2186.211670
	Iteration 0F: 2 clusters Score -1014909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1009355.250000 Penalty: 4372.423340
	Iteration 0F: 3 clusters Score -1009355 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1010866.062500 Penalty: 4372.423340
	Iteration 1F: 3 clusters Score -1010866 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1011171.687500 Penalty: 4372.423340
	Iteration 2F: 3 clusters Score -1011172 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1011393.875000 Penalty: 4372.423340
	Iteration 3F: 3 clusters Score -1011394 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1011578.437500 Penalty: 4372.423340
	Iteration 4Q: 3 clusters Score -1011578 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1011771.875000 Penalty: 4372.423340
	Iteration 5Q: 3 clusters Score -1011772 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1011937.625000 Penalty: 4372.423340
	Iteration 6Q: 3 clusters Score -1011938 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1012104.625000 Penalty: 4372.423340
	Iteration 7Q: 3 clusters Score -1012105 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1012232.937500 Penalty: 4372.423340
	Iteration 8Q: 3 clusters Score -1012233 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1012361.875000 Penalty: 4372.423340
	Iteration 9Q: 3 clusters Score -1012362 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1012487.187500 Penalty: 4372.423340
	Iteration 10Q: 3 clusters Score -1012487 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1012602.312500 Penalty: 4372.423340
	Iteration 11Q: 3 clusters Score -1012602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1012700.125000 Penalty: 4372.423340
	Iteration 12Q: 3 clusters Score -1012700 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1012800.937500 Penalty: 4372.423340
	Iteration 13Q: 3 clusters Score -1012801 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1012882.312500 Penalty: 4372.423340
	Iteration 14Q: 3 clusters Score -1012882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1012935.125000 Penalty: 4372.423340
	Iteration 15Q: 3 clusters Score -1012935 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1012981.750000 Penalty: 4372.423340
	Iteration 16Q: 3 clusters Score -1012982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1013021.250000 Penalty: 4372.423340
	Iteration 17Q: 3 clusters Score -1013021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1013062.312500 Penalty: 4372.423340
	Iteration 18Q: 3 clusters Score -1013062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1013094.250000 Penalty: 4372.423340
	Iteration 19Q: 3 clusters Score -1013094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1013119.687500 Penalty: 4372.423340
	Iteration 20F: 3 clusters Score -1013120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1013147.875000 Penalty: 4372.423340
	Iteration 21Q: 3 clusters Score -1013148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1013171.312500 Penalty: 4372.423340
	Iteration 22Q: 3 clusters Score -1013171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1013188.625000 Penalty: 4372.423340
	Iteration 23Q: 3 clusters Score -1013189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1013209.375000 Penalty: 4372.423340
	Iteration 24Q: 3 clusters Score -1013209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1013226.250000 Penalty: 4372.423340
	Iteration 25Q: 3 clusters Score -1013226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1013241.437500 Penalty: 4372.423340
	Iteration 26Q: 3 clusters Score -1013241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1013245.062500 Penalty: 4372.423340
	Iteration 27Q: 3 clusters Score -1013245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1013246.750000 Penalty: 4372.423340
	Iteration 28Q: 3 clusters Score -1013247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1013249.375000 Penalty: 4372.423340
	Iteration 29Q: 3 clusters Score -1013249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1013254.687500 Penalty: 4372.423340
	Iteration 30Q: 3 clusters Score -1013255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1013258.937500 Penalty: 4372.423340
	Iteration 31Q: 3 clusters Score -1013259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1013262.437500 Penalty: 4372.423340
	Iteration 32Q: 3 clusters Score -1013262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1013263.750000 Penalty: 4372.423340
	Iteration 33Q: 3 clusters Score -1013264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1013265.062500 Penalty: 4372.423340
	Iteration 34Q: 3 clusters Score -1013265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1013266.187500 Penalty: 4372.423340
	Iteration 35Q: 3 clusters Score -1013266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1013267.562500 Penalty: 4372.423340
	Iteration 36Q: 3 clusters Score -1013268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1013268.312500 Penalty: 4372.423340
	Iteration 37Q: 3 clusters Score -1013268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1013270.750000 Penalty: 4372.423340
	Iteration 38Q: 3 clusters Score -1013271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1013271.437500 Penalty: 4372.423340
	Iteration 39Q: 3 clusters Score -1013271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1013271.125000 Penalty: 4372.423340
	Iteration 40F: 3 clusters Score -1013271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1013272.187500 Penalty: 4372.423340
	Iteration 41Q: 3 clusters Score -1013272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1013273.687500 Penalty: 4372.423340
	Iteration 42Q: 3 clusters Score -1013274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1013274.750000 Penalty: 4372.423340
	Iteration 43Q: 3 clusters Score -1013275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1013276.375000 Penalty: 4372.423340
	Iteration 44Q: 3 clusters Score -1013276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1013278.125000 Penalty: 4372.423340
	Iteration 45Q: 3 clusters Score -1013278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1013278.937500 Penalty: 4372.423340
	Iteration 46Q: 3 clusters Score -1013279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1013278.000000 Penalty: 4372.423340
	Iteration 47Q: 3 clusters Score -1013278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1013277.437500 Penalty: 4372.423340
	Iteration 48Q: 3 clusters Score -1013277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1013278.437500 Penalty: 4372.423340
	Iteration 49Q: 3 clusters Score -1013278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1013279.250000 Penalty: 4372.423340
	Iteration 50Q: 3 clusters Score -1013279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1013279.250000 Penalty: 4372.423340
	Iteration 51F: 3 clusters Score -1013279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -1564737.375000 Penalty: 2293.461426
	Iteration 0F: 2 clusters Score -1564737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1556836.625000 Penalty: 4586.922852
	Iteration 0F: 3 clusters Score -1556837 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1559184.375000 Penalty: 4586.922852
	Iteration 1F: 3 clusters Score -1559184 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1559586.875000 Penalty: 4586.922852
	Iteration 2F: 3 clusters Score -1559587 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1559932.875000 Penalty: 4586.922852
	Iteration 3F: 3 clusters Score -1559933 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1560209.500000 Penalty: 4586.922852
	Iteration 4F: 3 clusters Score -1560210 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1560418.250000 Penalty: 4586.922852
	Iteration 5Q: 3 clusters Score -1560418 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1560619.750000 Penalty: 4586.922852
	Iteration 6Q: 3 clusters Score -1560620 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1560778.500000 Penalty: 4586.922852
	Iteration 7Q: 3 clusters Score -1560778 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1560934.250000 Penalty: 4586.922852
	Iteration 8Q: 3 clusters Score -1560934 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1561062.125000 Penalty: 4586.922852
	Iteration 9Q: 3 clusters Score -1561062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1561193.500000 Penalty: 4586.922852
	Iteration 10Q: 3 clusters Score -1561194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1561296.500000 Penalty: 4586.922852
	Iteration 11Q: 3 clusters Score -1561296 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1561421.125000 Penalty: 4586.922852
	Iteration 12Q: 3 clusters Score -1561421 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1561577.500000 Penalty: 4586.922852
	Iteration 13Q: 3 clusters Score -1561578 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1561709.375000 Penalty: 4586.922852
	Iteration 14Q: 3 clusters Score -1561709 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1561831.125000 Penalty: 4586.922852
	Iteration 15Q: 3 clusters Score -1561831 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1561942.250000 Penalty: 4586.922852
	Iteration 16Q: 3 clusters Score -1561942 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1562056.625000 Penalty: 4586.922852
	Iteration 17Q: 3 clusters Score -1562057 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1562165.500000 Penalty: 4586.922852
	Iteration 18Q: 3 clusters Score -1562166 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1562261.375000 Penalty: 4586.922852
	Iteration 19Q: 3 clusters Score -1562261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1562357.000000 Penalty: 4586.922852
	Iteration 20F: 3 clusters Score -1562357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1562441.250000 Penalty: 4586.922852
	Iteration 21Q: 3 clusters Score -1562441 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1562530.500000 Penalty: 4586.922852
	Iteration 22Q: 3 clusters Score -1562530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1562598.125000 Penalty: 4586.922852
	Iteration 23Q: 3 clusters Score -1562598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1562632.375000 Penalty: 4586.922852
	Iteration 24Q: 3 clusters Score -1562632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1562669.000000 Penalty: 4586.922852
	Iteration 25Q: 3 clusters Score -1562669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1562707.875000 Penalty: 4586.922852
	Iteration 26Q: 3 clusters Score -1562708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1562730.375000 Penalty: 4586.922852
	Iteration 27Q: 3 clusters Score -1562730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1562754.625000 Penalty: 4586.922852
	Iteration 28Q: 3 clusters Score -1562755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1562770.125000 Penalty: 4586.922852
	Iteration 29Q: 3 clusters Score -1562770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1562784.250000 Penalty: 4586.922852
	Iteration 30Q: 3 clusters Score -1562784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1562796.625000 Penalty: 4586.922852
	Iteration 31Q: 3 clusters Score -1562797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1562808.125000 Penalty: 4586.922852
	Iteration 32Q: 3 clusters Score -1562808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1562821.250000 Penalty: 4586.922852
	Iteration 33Q: 3 clusters Score -1562821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1562833.750000 Penalty: 4586.922852
	Iteration 34Q: 3 clusters Score -1562834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1562847.875000 Penalty: 4586.922852
	Iteration 35Q: 3 clusters Score -1562848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1562862.875000 Penalty: 4586.922852
	Iteration 36Q: 3 clusters Score -1562863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1562873.875000 Penalty: 4586.922852
	Iteration 37Q: 3 clusters Score -1562874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1562888.000000 Penalty: 4586.922852
	Iteration 38Q: 3 clusters Score -1562888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1562907.500000 Penalty: 4586.922852
	Iteration 39Q: 3 clusters Score -1562908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1562920.375000 Penalty: 4586.922852
	Iteration 40F: 3 clusters Score -1562920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1562931.000000 Penalty: 4586.922852
	Iteration 41Q: 3 clusters Score -1562931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1562940.250000 Penalty: 4586.922852
	Iteration 42Q: 3 clusters Score -1562940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1562948.125000 Penalty: 4586.922852
	Iteration 43Q: 3 clusters Score -1562948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1562960.375000 Penalty: 4586.922852
	Iteration 44Q: 3 clusters Score -1562960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1562972.500000 Penalty: 4586.922852
	Iteration 45Q: 3 clusters Score -1562972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1562975.000000 Penalty: 4586.922852
	Iteration 46Q: 3 clusters Score -1562975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1562986.750000 Penalty: 4586.922852
	Iteration 47Q: 3 clusters Score -1562987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1562991.125000 Penalty: 4586.922852
	Iteration 48Q: 3 clusters Score -1562991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1562997.500000 Penalty: 4586.922852
	Iteration 49Q: 3 clusters Score -1562998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1563002.750000 Penalty: 4586.922852
	Iteration 50Q: 3 clusters Score -1563003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1563007.750000 Penalty: 4586.922852
	Iteration 51Q: 3 clusters Score -1563008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1563006.000000 Penalty: 4586.922852
	Iteration 52Q: 3 clusters Score -1563006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1563005.750000 Penalty: 4586.922852
	Iteration 53Q: 3 clusters Score -1563006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1563009.750000 Penalty: 4586.922852
	Iteration 54Q: 3 clusters Score -1563010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1563012.000000 Penalty: 4586.922852
	Iteration 55Q: 3 clusters Score -1563012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1563014.500000 Penalty: 4586.922852
	Iteration 56Q: 3 clusters Score -1563014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1563014.875000 Penalty: 4586.922852
	Iteration 57Q: 3 clusters Score -1563015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1563015.000000 Penalty: 4586.922852
	Iteration 58Q: 3 clusters Score -1563015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1563019.875000 Penalty: 4586.922852
	Iteration 59Q: 3 clusters Score -1563020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1563018.625000 Penalty: 4586.922852
	Iteration 60F: 3 clusters Score -1563019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1563020.500000 Penalty: 4586.922852
	Iteration 61Q: 3 clusters Score -1563020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1563022.000000 Penalty: 4586.922852
	Iteration 62Q: 3 clusters Score -1563022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1563024.375000 Penalty: 4586.922852
	Iteration 63Q: 3 clusters Score -1563024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1563024.750000 Penalty: 4586.922852
	Iteration 64Q: 3 clusters Score -1563025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1563024.750000 Penalty: 4586.922852
	Iteration 65F: 3 clusters Score -1563025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Entering Unmasked Estep 
Score: -2201995.750000 Penalty: 2380.652588
	Iteration 0F: 2 clusters Score -2201996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2191429.000000 Penalty: 4761.305176
	Iteration 0F: 3 clusters Score -2191429 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2195186.500000 Penalty: 4761.305176
	Iteration 1F: 3 clusters Score -2195186 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2195791.750000 Penalty: 4761.305176
	Iteration 2F: 3 clusters Score -2195792 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2196377.000000 Penalty: 4761.305176
	Iteration 3F: 3 clusters Score -2196377 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2196945.250000 Penalty: 4761.305176
	Iteration 4F: 3 clusters Score -2196945 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2197485.250000 Penalty: 4761.305176
	Iteration 5F: 3 clusters Score -2197485 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2197886.250000 Penalty: 4761.305176
	Iteration 6Q: 3 clusters Score -2197886 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2198186.750000 Penalty: 4761.305176
	Iteration 7Q: 3 clusters Score -2198187 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2198451.750000 Penalty: 4761.305176
	Iteration 8Q: 3 clusters Score -2198452 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2198663.000000 Penalty: 4761.305176
	Iteration 9Q: 3 clusters Score -2198663 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2198819.750000 Penalty: 4761.305176
	Iteration 10Q: 3 clusters Score -2198820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2198925.500000 Penalty: 4761.305176
	Iteration 11Q: 3 clusters Score -2198926 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2199016.750000 Penalty: 4761.305176
	Iteration 12Q: 3 clusters Score -2199017 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2199088.250000 Penalty: 4761.305176
	Iteration 13Q: 3 clusters Score -2199088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2199158.500000 Penalty: 4761.305176
	Iteration 14Q: 3 clusters Score -2199158 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2199224.750000 Penalty: 4761.305176
	Iteration 15Q: 3 clusters Score -2199225 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2199263.000000 Penalty: 4761.305176
	Iteration 16Q: 3 clusters Score -2199263 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2199297.250000 Penalty: 4761.305176
	Iteration 17Q: 3 clusters Score -2199297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2199326.000000 Penalty: 4761.305176
	Iteration 18Q: 3 clusters Score -2199326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2199349.000000 Penalty: 4761.305176
	Iteration 19Q: 3 clusters Score -2199349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2199363.500000 Penalty: 4761.305176
	Iteration 20F: 3 clusters Score -2199364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2199379.250000 Penalty: 4761.305176
	Iteration 21Q: 3 clusters Score -2199379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2199392.250000 Penalty: 4761.305176
	Iteration 22Q: 3 clusters Score -2199392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2199405.750000 Penalty: 4761.305176
	Iteration 23Q: 3 clusters Score -2199406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2199426.500000 Penalty: 4761.305176
	Iteration 24Q: 3 clusters Score -2199426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2199441.250000 Penalty: 4761.305176
	Iteration 25Q: 3 clusters Score -2199441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2199449.250000 Penalty: 4761.305176
	Iteration 26Q: 3 clusters Score -2199449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2199459.250000 Penalty: 4761.305176
	Iteration 27Q: 3 clusters Score -2199459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2199480.000000 Penalty: 4761.305176
	Iteration 28Q: 3 clusters Score -2199480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2199494.000000 Penalty: 4761.305176
	Iteration 29Q: 3 clusters Score -2199494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2199508.750000 Penalty: 4761.305176
	Iteration 30Q: 3 clusters Score -2199509 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2199525.000000 Penalty: 4761.305176
	Iteration 31Q: 3 clusters Score -2199525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2199532.250000 Penalty: 4761.305176
	Iteration 32Q: 3 clusters Score -2199532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2199557.000000 Penalty: 4761.305176
	Iteration 33Q: 3 clusters Score -2199557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2199575.750000 Penalty: 4761.305176
	Iteration 34Q: 3 clusters Score -2199576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2199599.500000 Penalty: 4761.305176
	Iteration 35Q: 3 clusters Score -2199600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2199625.500000 Penalty: 4761.305176
	Iteration 36Q: 3 clusters Score -2199626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2199657.000000 Penalty: 4761.305176
	Iteration 37Q: 3 clusters Score -2199657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2199717.000000 Penalty: 4761.305176
	Iteration 38Q: 3 clusters Score -2199717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2199768.250000 Penalty: 4761.305176
	Iteration 39Q: 3 clusters Score -2199768 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2199822.000000 Penalty: 4761.305176
	Iteration 40F: 3 clusters Score -2199822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2199877.000000 Penalty: 4761.305176
	Iteration 41Q: 3 clusters Score -2199877 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2199925.250000 Penalty: 4761.305176
	Iteration 42Q: 3 clusters Score -2199925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2199968.500000 Penalty: 4761.305176
	Iteration 43Q: 3 clusters Score -2199968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2200015.000000 Penalty: 4761.305176
	Iteration 44Q: 3 clusters Score -2200015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2200057.000000 Penalty: 4761.305176
	Iteration 45Q: 3 clusters Score -2200057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2200101.500000 Penalty: 4761.305176
	Iteration 46Q: 3 clusters Score -2200102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2200137.500000 Penalty: 4761.305176
	Iteration 47Q: 3 clusters Score -2200138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2200160.250000 Penalty: 4761.305176
	Iteration 48Q: 3 clusters Score -2200160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2200185.500000 Penalty: 4761.305176
	Iteration 49Q: 3 clusters Score -2200186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2200203.500000 Penalty: 4761.305176
	Iteration 50Q: 3 clusters Score -2200204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2200216.000000 Penalty: 4761.305176
	Iteration 51Q: 3 clusters Score -2200216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2200230.500000 Penalty: 4761.305176
	Iteration 52Q: 3 clusters Score -2200230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2200239.500000 Penalty: 4761.305176
	Iteration 53Q: 3 clusters Score -2200240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2200256.750000 Penalty: 4761.305176
	Iteration 54Q: 3 clusters Score -2200257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2200258.000000 Penalty: 4761.305176
	Iteration 55Q: 3 clusters Score -2200258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2200266.000000 Penalty: 4761.305176
	Iteration 56Q: 3 clusters Score -2200266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2200271.250000 Penalty: 4761.305176
	Iteration 57Q: 3 clusters Score -2200271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2200281.000000 Penalty: 4761.305176
	Iteration 58Q: 3 clusters Score -2200281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2200279.000000 Penalty: 4761.305176
	Iteration 59Q: 3 clusters Score -2200279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2200287.750000 Penalty: 4761.305176
	Iteration 60F: 3 clusters Score -2200288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2200293.750000 Penalty: 4761.305176
	Iteration 61Q: 3 clusters Score -2200294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2200291.000000 Penalty: 4761.305176
	Iteration 62Q: 3 clusters Score -2200291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2200295.500000 Penalty: 4761.305176
	Iteration 63Q: 3 clusters Score -2200296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2200296.000000 Penalty: 4761.305176
	Iteration 64Q: 3 clusters Score -2200296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2200298.250000 Penalty: 4761.305176
	Iteration 65Q: 3 clusters Score -2200298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2200300.750000 Penalty: 4761.305176
	Iteration 66Q: 3 clusters Score -2200301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2200304.250000 Penalty: 4761.305176
	Iteration 67Q: 3 clusters Score -2200304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2200308.750000 Penalty: 4761.305176
	Iteration 68Q: 3 clusters Score -2200309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2200306.000000 Penalty: 4761.305176
	Iteration 69Q: 3 clusters Score -2200306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2200304.000000 Penalty: 4761.305176
	Iteration 70Q: 3 clusters Score -2200304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2200308.750000 Penalty: 4761.305176
	Iteration 71Q: 3 clusters Score -2200309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2200306.750000 Penalty: 4761.305176
	Iteration 72Q: 3 clusters Score -2200307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2200306.000000 Penalty: 4761.305176
	Iteration 73Q: 3 clusters Score -2200306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2200306.750000 Penalty: 4761.305176
	Iteration 74Q: 3 clusters Score -2200307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2200308.250000 Penalty: 4761.305176
	Iteration 75Q: 3 clusters Score -2200308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2200307.500000 Penalty: 4761.305176
	Iteration 76Q: 3 clusters Score -2200308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2200307.250000 Penalty: 4761.305176
	Iteration 77Q: 3 clusters Score -2200307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2200307.250000 Penalty: 4761.305176
	Iteration 78F: 3 clusters Score -2200307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28278 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16281 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14701 members 
Mstep: Class 14 contains 21697 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 62674 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38348 members 
Mstep: Class 19 contains 104832 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 53423 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63627 members 
Mstep: Class 25 contains 20805 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6438 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 6551 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7593 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 26693 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 7999 members 
Mstep: Class 36 contains 85855 members 
Mstep: Class 37 contains 14700 members 
Mstep: Class 38 contains 7005 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1116 members 
Mstep: Class 41 contains 52771 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8365 members 
Mstep: Class 44 contains 6737 members 
Mstep: Class 45 contains 10382 members 
Mstep: Class 46 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401104.000000 Penalty: 154999.796875
Iteration 159Q: 47 clusters Score -1.204011e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 28296 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16249 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 12139 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 62679 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38343 members 
Mstep: Class 19 contains 104806 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 53408 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 363 members 
Mstep: Class 24 contains 63634 members 
Mstep: Class 25 contains 20798 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7593 members 
Mstep: Class 32 contains 6730 members 
Mstep: Class 33 contains 26670 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 7989 members 
Mstep: Class 36 contains 85856 members 
Mstep: Class 37 contains 14680 members 
Mstep: Class 38 contains 7008 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 52766 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8362 members 
Mstep: Class 44 contains 6742 members 
Mstep: Class 45 contains 10448 members 
Mstep: Class 46 contains 14749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401176.000000 Penalty: 154999.796875
Iteration 160F: 47 clusters Score -1.204012e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 208 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 28314 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16216 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 21730 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 62689 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38343 members 
Mstep: Class 19 contains 104786 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 53393 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 361 members 
Mstep: Class 24 contains 63642 members 
Mstep: Class 25 contains 20794 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6471 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7600 members 
Mstep: Class 32 contains 6746 members 
Mstep: Class 33 contains 26639 members 
Mstep: Class 34 contains 2198 members 
Mstep: Class 35 contains 7981 members 
Mstep: Class 36 contains 85855 members 
Mstep: Class 37 contains 14670 members 
Mstep: Class 38 contains 7012 members 
Mstep: Class 39 contains 33374 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 52753 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8357 members 
Mstep: Class 44 contains 6740 members 
Mstep: Class 45 contains 10501 members 
Mstep: Class 46 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401536.000000 Penalty: 154999.796875
Iteration 161Q: 47 clusters Score -1.204015e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 21437 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 28333 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 16180 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12133 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14704 members 
Mstep: Class 14 contains 21743 members 
Mstep: Class 15 contains 8266 members 
Mstep: Class 16 contains 62693 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 104764 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 53378 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63646 members 
Mstep: Class 25 contains 20796 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 6482 members 
Mstep: Class 28 contains 1463 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 6758 members 
Mstep: Class 33 contains 26621 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7969 members 
Mstep: Class 36 contains 85857 members 
Mstep: Class 37 contains 14658 members 
Mstep: Class 38 contains 7013 members 
Mstep: Class 39 contains 33375 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 52748 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8360 members 
Mstep: Class 44 contains 6738 members 
Mstep: Class 45 contains 10565 members 
Mstep: Class 46 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401488.000000 Penalty: 154999.796875
Iteration 162Q: 47 clusters Score -1.204015e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 205 members 
Mstep: Class 4 contains 21438 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 28345 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 21750 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 62710 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38326 members 
Mstep: Class 19 contains 104743 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 53365 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 361 members 
Mstep: Class 24 contains 63648 members 
Mstep: Class 25 contains 20795 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 1465 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7617 members 
Mstep: Class 32 contains 6769 members 
Mstep: Class 33 contains 26594 members 
Mstep: Class 34 contains 2193 members 
Mstep: Class 35 contains 7957 members 
Mstep: Class 36 contains 85852 members 
Mstep: Class 37 contains 14649 members 
Mstep: Class 38 contains 7016 members 
Mstep: Class 39 contains 33370 members 
Mstep: Class 40 contains 1116 members 
Mstep: Class 41 contains 52745 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8359 members 
Mstep: Class 44 contains 6740 members 
Mstep: Class 45 contains 10632 members 
Mstep: Class 46 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401448.000000 Penalty: 154999.796875
Iteration 163Q: 47 clusters Score -1.204014e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28351 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12129 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 21756 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 62726 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38317 members 
Mstep: Class 19 contains 104721 members 
Mstep: Class 20 contains 6500 members 
Mstep: Class 21 contains 53349 members 
Mstep: Class 22 contains 7935 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63653 members 
Mstep: Class 25 contains 20798 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 1466 members 
Mstep: Class 29 contains 6550 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7616 members 
Mstep: Class 32 contains 6780 members 
Mstep: Class 33 contains 26578 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7935 members 
Mstep: Class 36 contains 85856 members 
Mstep: Class 37 contains 14646 members 
Mstep: Class 38 contains 7018 members 
Mstep: Class 39 contains 33367 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 52741 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8357 members 
Mstep: Class 44 contains 6738 members 
Mstep: Class 45 contains 10711 members 
Mstep: Class 46 contains 14776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401424.000000 Penalty: 154999.796875
Iteration 164Q: 47 clusters Score -1.204014e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28356 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 16069 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 21758 members 
Mstep: Class 15 contains 8282 members 
Mstep: Class 16 contains 62742 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38313 members 
Mstep: Class 19 contains 104699 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 53343 members 
Mstep: Class 22 contains 7916 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63654 members 
Mstep: Class 25 contains 20798 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 1466 members 
Mstep: Class 29 contains 6545 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7620 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 26557 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7917 members 
Mstep: Class 36 contains 85853 members 
Mstep: Class 37 contains 14638 members 
Mstep: Class 38 contains 7031 members 
Mstep: Class 39 contains 33361 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 52740 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8359 members 
Mstep: Class 44 contains 6733 members 
Mstep: Class 45 contains 10802 members 
Mstep: Class 46 contains 14786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401480.000000 Penalty: 154999.796875
Iteration 165Q: 47 clusters Score -1.204015e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12118 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14694 members 
Mstep: Class 14 contains 21762 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 62757 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38310 members 
Mstep: Class 19 contains 104671 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53335 members 
Mstep: Class 22 contains 7893 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63655 members 
Mstep: Class 25 contains 20796 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7623 members 
Mstep: Class 32 contains 6811 members 
Mstep: Class 33 contains 26534 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7903 members 
Mstep: Class 36 contains 85853 members 
Mstep: Class 37 contains 14627 members 
Mstep: Class 38 contains 7036 members 
Mstep: Class 39 contains 33358 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 52737 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8364 members 
Mstep: Class 44 contains 6734 members 
Mstep: Class 45 contains 10902 members 
Mstep: Class 46 contains 14799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401488.000000 Penalty: 154999.796875
Iteration 166Q: 47 clusters Score -1.204015e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28369 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15971 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12118 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 21765 members 
Mstep: Class 15 contains 8279 members 
Mstep: Class 16 contains 62766 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38306 members 
Mstep: Class 19 contains 104637 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 53331 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63660 members 
Mstep: Class 25 contains 20793 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 26521 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7880 members 
Mstep: Class 36 contains 85850 members 
Mstep: Class 37 contains 14611 members 
Mstep: Class 38 contains 7040 members 
Mstep: Class 39 contains 33354 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 52736 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8363 members 
Mstep: Class 44 contains 6735 members 
Mstep: Class 45 contains 11008 members 
Mstep: Class 46 contains 14815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401520.000000 Penalty: 154999.796875
Iteration 167Q: 47 clusters Score -1.204015e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15920 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 21769 members 
Mstep: Class 15 contains 8279 members 
Mstep: Class 16 contains 62783 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38300 members 
Mstep: Class 19 contains 104594 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 53326 members 
Mstep: Class 22 contains 7841 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63664 members 
Mstep: Class 25 contains 20793 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 1474 members 
Mstep: Class 29 contains 6542 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 6851 members 
Mstep: Class 33 contains 26496 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7862 members 
Mstep: Class 36 contains 85847 members 
Mstep: Class 37 contains 14605 members 
Mstep: Class 38 contains 7048 members 
Mstep: Class 39 contains 33349 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 52736 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8365 members 
Mstep: Class 44 contains 6739 members 
Mstep: Class 45 contains 11112 members 
Mstep: Class 46 contains 14823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401720.000000 Penalty: 154999.796875
Iteration 168Q: 47 clusters Score -1.204017e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28383 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15873 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 21782 members 
Mstep: Class 15 contains 8282 members 
Mstep: Class 16 contains 62797 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38298 members 
Mstep: Class 19 contains 104554 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 53322 members 
Mstep: Class 22 contains 7816 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63674 members 
Mstep: Class 25 contains 20795 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6549 members 
Mstep: Class 28 contains 1476 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7639 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 26464 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7836 members 
Mstep: Class 36 contains 85841 members 
Mstep: Class 37 contains 14597 members 
Mstep: Class 38 contains 7053 members 
Mstep: Class 39 contains 33350 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 52737 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8364 members 
Mstep: Class 44 contains 6738 members 
Mstep: Class 45 contains 11218 members 
Mstep: Class 46 contains 14828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401656.000000 Penalty: 154999.796875
Iteration 169Q: 47 clusters Score -1.204017e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5467 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28391 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12111 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 62799 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38288 members 
Mstep: Class 19 contains 104509 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 53306 members 
Mstep: Class 22 contains 7794 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63693 members 
Mstep: Class 25 contains 20795 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6559 members 
Mstep: Class 28 contains 1478 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7654 members 
Mstep: Class 32 contains 6880 members 
Mstep: Class 33 contains 26448 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7819 members 
Mstep: Class 36 contains 85843 members 
Mstep: Class 37 contains 14587 members 
Mstep: Class 38 contains 7057 members 
Mstep: Class 39 contains 33353 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 52732 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8367 members 
Mstep: Class 44 contains 6743 members 
Mstep: Class 45 contains 11329 members 
Mstep: Class 46 contains 14836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401840.000000 Penalty: 154999.796875
Iteration 170Q: 47 clusters Score -1.204018e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21444 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15756 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 8274 members 
Mstep: Class 16 contains 62795 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38285 members 
Mstep: Class 19 contains 104459 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 53297 members 
Mstep: Class 22 contains 7769 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63699 members 
Mstep: Class 25 contains 20795 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6567 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 6541 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7669 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 26430 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7801 members 
Mstep: Class 36 contains 85838 members 
Mstep: Class 37 contains 14577 members 
Mstep: Class 38 contains 7061 members 
Mstep: Class 39 contains 33348 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 52727 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8370 members 
Mstep: Class 44 contains 6745 members 
Mstep: Class 45 contains 11438 members 
Mstep: Class 46 contains 14852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401984.000000 Penalty: 154999.796875
Iteration 171Q: 47 clusters Score -1.20402e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21446 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28405 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12117 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 21800 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 62792 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38280 members 
Mstep: Class 19 contains 104398 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 53290 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63703 members 
Mstep: Class 25 contains 20794 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6572 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 6543 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7677 members 
Mstep: Class 32 contains 6913 members 
Mstep: Class 33 contains 26411 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7782 members 
Mstep: Class 36 contains 85852 members 
Mstep: Class 37 contains 14568 members 
Mstep: Class 38 contains 7067 members 
Mstep: Class 39 contains 33345 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 52720 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8371 members 
Mstep: Class 44 contains 6743 members 
Mstep: Class 45 contains 11575 members 
Mstep: Class 46 contains 14846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402088.000000 Penalty: 154999.796875
Iteration 172Q: 47 clusters Score -1.204021e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21456 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28409 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15606 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 21805 members 
Mstep: Class 15 contains 8279 members 
Mstep: Class 16 contains 62801 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38276 members 
Mstep: Class 19 contains 104343 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 53278 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63704 members 
Mstep: Class 25 contains 20793 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 1494 members 
Mstep: Class 29 contains 6543 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7680 members 
Mstep: Class 32 contains 6929 members 
Mstep: Class 33 contains 26404 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7765 members 
Mstep: Class 36 contains 85866 members 
Mstep: Class 37 contains 14552 members 
Mstep: Class 38 contains 7073 members 
Mstep: Class 39 contains 33345 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 52715 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8373 members 
Mstep: Class 44 contains 6740 members 
Mstep: Class 45 contains 11723 members 
Mstep: Class 46 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401944.000000 Penalty: 154999.796875
Iteration 173Q: 47 clusters Score -1.204019e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21455 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15522 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14665 members 
Mstep: Class 14 contains 21813 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 62810 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38268 members 
Mstep: Class 19 contains 104274 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 53270 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63718 members 
Mstep: Class 25 contains 20791 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6593 members 
Mstep: Class 28 contains 1496 members 
Mstep: Class 29 contains 6542 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7688 members 
Mstep: Class 32 contains 6951 members 
Mstep: Class 33 contains 26395 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 7747 members 
Mstep: Class 36 contains 85873 members 
Mstep: Class 37 contains 14535 members 
Mstep: Class 38 contains 7074 members 
Mstep: Class 39 contains 33350 members 
Mstep: Class 40 contains 1125 members 
Mstep: Class 41 contains 52706 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8375 members 
Mstep: Class 44 contains 6744 members 
Mstep: Class 45 contains 11878 members 
Mstep: Class 46 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402088.000000 Penalty: 154999.796875
Iteration 174Q: 47 clusters Score -1.204021e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21455 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28432 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15468 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14662 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 8283 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38256 members 
Mstep: Class 19 contains 104200 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53261 members 
Mstep: Class 22 contains 7674 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63723 members 
Mstep: Class 25 contains 20792 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6602 members 
Mstep: Class 28 contains 1498 members 
Mstep: Class 29 contains 6541 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7694 members 
Mstep: Class 32 contains 6971 members 
Mstep: Class 33 contains 26383 members 
Mstep: Class 34 contains 2193 members 
Mstep: Class 35 contains 7735 members 
Mstep: Class 36 contains 85884 members 
Mstep: Class 37 contains 14522 members 
Mstep: Class 38 contains 7075 members 
Mstep: Class 39 contains 33348 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 52696 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 6755 members 
Mstep: Class 45 contains 12020 members 
Mstep: Class 46 contains 14838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402312.000000 Penalty: 154999.796875
Iteration 175Q: 47 clusters Score -1.204023e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21450 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15424 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 21828 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38250 members 
Mstep: Class 19 contains 104127 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 53251 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63725 members 
Mstep: Class 25 contains 20791 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 1501 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7704 members 
Mstep: Class 32 contains 6987 members 
Mstep: Class 33 contains 26373 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7721 members 
Mstep: Class 36 contains 85880 members 
Mstep: Class 37 contains 14511 members 
Mstep: Class 38 contains 7080 members 
Mstep: Class 39 contains 33352 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 52691 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8381 members 
Mstep: Class 44 contains 6764 members 
Mstep: Class 45 contains 12131 members 
Mstep: Class 46 contains 14839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402408.000000 Penalty: 154999.796875
Iteration 176Q: 47 clusters Score -1.204024e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21454 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28443 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15384 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12129 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 21841 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38244 members 
Mstep: Class 19 contains 104075 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53246 members 
Mstep: Class 22 contains 7647 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63734 members 
Mstep: Class 25 contains 20788 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 1504 members 
Mstep: Class 29 contains 6535 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7713 members 
Mstep: Class 32 contains 6993 members 
Mstep: Class 33 contains 26368 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7697 members 
Mstep: Class 36 contains 85885 members 
Mstep: Class 37 contains 14503 members 
Mstep: Class 38 contains 7081 members 
Mstep: Class 39 contains 33350 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52684 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8380 members 
Mstep: Class 44 contains 6773 members 
Mstep: Class 45 contains 12227 members 
Mstep: Class 46 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402288.000000 Penalty: 154999.796875
Iteration 177Q: 47 clusters Score -1.204023e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21457 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28457 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15317 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 12134 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 21847 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38232 members 
Mstep: Class 19 contains 104032 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53252 members 
Mstep: Class 22 contains 7636 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63743 members 
Mstep: Class 25 contains 20785 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 1505 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7713 members 
Mstep: Class 32 contains 7005 members 
Mstep: Class 33 contains 26364 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7679 members 
Mstep: Class 36 contains 85883 members 
Mstep: Class 37 contains 14495 members 
Mstep: Class 38 contains 7086 members 
Mstep: Class 39 contains 33356 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52678 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8381 members 
Mstep: Class 44 contains 6774 members 
Mstep: Class 45 contains 12319 members 
Mstep: Class 46 contains 14823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402400.000000 Penalty: 154999.796875
Iteration 178Q: 47 clusters Score -1.204024e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21462 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15267 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12144 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 21850 members 
Mstep: Class 15 contains 8295 members 
Mstep: Class 16 contains 62835 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38225 members 
Mstep: Class 19 contains 103987 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53244 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63748 members 
Mstep: Class 25 contains 20782 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7716 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 26356 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7667 members 
Mstep: Class 36 contains 85890 members 
Mstep: Class 37 contains 14488 members 
Mstep: Class 38 contains 7089 members 
Mstep: Class 39 contains 33359 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52673 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8380 members 
Mstep: Class 44 contains 6783 members 
Mstep: Class 45 contains 12402 members 
Mstep: Class 46 contains 14828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402264.000000 Penalty: 154999.796875
Iteration 179Q: 47 clusters Score -1.204023e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21467 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15219 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12151 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 21853 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 62836 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38213 members 
Mstep: Class 19 contains 103941 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 53233 members 
Mstep: Class 22 contains 7616 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63755 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6648 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7721 members 
Mstep: Class 32 contains 7022 members 
Mstep: Class 33 contains 26359 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7653 members 
Mstep: Class 36 contains 85905 members 
Mstep: Class 37 contains 14483 members 
Mstep: Class 38 contains 7092 members 
Mstep: Class 39 contains 33359 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52666 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 6784 members 
Mstep: Class 45 contains 12485 members 
Mstep: Class 46 contains 14820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402264.000000 Penalty: 154999.796875
Iteration 180F: 47 clusters Score -1.204023e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 21468 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28485 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15180 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12154 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 21856 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 16 contains 62838 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 103912 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 53231 members 
Mstep: Class 22 contains 7614 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 63763 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6648 members 
Mstep: Class 28 contains 1508 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7721 members 
Mstep: Class 32 contains 7032 members 
Mstep: Class 33 contains 26353 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7636 members 
Mstep: Class 36 contains 85915 members 
Mstep: Class 37 contains 14479 members 
Mstep: Class 38 contains 7091 members 
Mstep: Class 39 contains 33359 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 52662 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8384 members 
Mstep: Class 44 contains 6785 members 
Mstep: Class 45 contains 12554 members 
Mstep: Class 46 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402608.000000 Penalty: 154999.796875
Iteration 181Q: 47 clusters Score -1.204026e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28494 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 15147 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12159 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 21859 members 
Mstep: Class 15 contains 8303 members 
Mstep: Class 16 contains 62840 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38199 members 
Mstep: Class 19 contains 103881 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 53230 members 
Mstep: Class 22 contains 7610 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63767 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 1510 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7726 members 
Mstep: Class 32 contains 7036 members 
Mstep: Class 33 contains 26342 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7612 members 
Mstep: Class 36 contains 85918 members 
Mstep: Class 37 contains 14476 members 
Mstep: Class 38 contains 7098 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52658 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8386 members 
Mstep: Class 44 contains 6778 members 
Mstep: Class 45 contains 12627 members 
Mstep: Class 46 contains 14807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402912.000000 Penalty: 154999.796875
Iteration 182Q: 47 clusters Score -1.204029e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28498 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 15101 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12160 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 21858 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38197 members 
Mstep: Class 19 contains 103851 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 53227 members 
Mstep: Class 22 contains 7607 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63770 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 1509 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7732 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 26334 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7590 members 
Mstep: Class 36 contains 85922 members 
Mstep: Class 37 contains 14472 members 
Mstep: Class 38 contains 7108 members 
Mstep: Class 39 contains 33364 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52650 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 6777 members 
Mstep: Class 45 contains 12701 members 
Mstep: Class 46 contains 14805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403168.000000 Penalty: 154999.796875
Iteration 183Q: 47 clusters Score -1.204032e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28504 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 8 contains 15056 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 21860 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 62848 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38191 members 
Mstep: Class 19 contains 103820 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 53223 members 
Mstep: Class 22 contains 7599 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63781 members 
Mstep: Class 25 contains 20781 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 1513 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7737 members 
Mstep: Class 32 contains 7042 members 
Mstep: Class 33 contains 26325 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 85922 members 
Mstep: Class 37 contains 14473 members 
Mstep: Class 38 contains 7112 members 
Mstep: Class 39 contains 33365 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52650 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 6773 members 
Mstep: Class 45 contains 12777 members 
Mstep: Class 46 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403144.000000 Penalty: 154999.796875
Iteration 184Q: 47 clusters Score -1.204031e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21468 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 15014 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 21865 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 16 contains 62851 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38186 members 
Mstep: Class 19 contains 103796 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 53213 members 
Mstep: Class 22 contains 7589 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63780 members 
Mstep: Class 25 contains 20782 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 1517 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7742 members 
Mstep: Class 32 contains 7049 members 
Mstep: Class 33 contains 26311 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 85927 members 
Mstep: Class 37 contains 14471 members 
Mstep: Class 38 contains 7116 members 
Mstep: Class 39 contains 33367 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52652 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8391 members 
Mstep: Class 44 contains 6768 members 
Mstep: Class 45 contains 12843 members 
Mstep: Class 46 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402944.000000 Penalty: 154999.796875
Iteration 185Q: 47 clusters Score -1.204029e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21466 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28514 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14609 members 
Mstep: Class 14 contains 21865 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 62858 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38183 members 
Mstep: Class 19 contains 103759 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 53208 members 
Mstep: Class 22 contains 7586 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63785 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 7057 members 
Mstep: Class 33 contains 26301 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 85924 members 
Mstep: Class 37 contains 14468 members 
Mstep: Class 38 contains 7122 members 
Mstep: Class 39 contains 33371 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52654 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8391 members 
Mstep: Class 44 contains 6768 members 
Mstep: Class 45 contains 12914 members 
Mstep: Class 46 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402808.000000 Penalty: 154999.796875
Iteration 186Q: 47 clusters Score -1.204028e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5479 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21465 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14925 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 21866 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 62861 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38184 members 
Mstep: Class 19 contains 103733 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 53205 members 
Mstep: Class 22 contains 7577 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63794 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7751 members 
Mstep: Class 32 contains 7062 members 
Mstep: Class 33 contains 26288 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7546 members 
Mstep: Class 36 contains 85924 members 
Mstep: Class 37 contains 14463 members 
Mstep: Class 38 contains 7125 members 
Mstep: Class 39 contains 33370 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52657 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8391 members 
Mstep: Class 44 contains 6768 members 
Mstep: Class 45 contains 12967 members 
Mstep: Class 46 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402880.000000 Penalty: 154999.796875
Iteration 187Q: 47 clusters Score -1.204029e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28524 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14884 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12173 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 21867 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 62861 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38184 members 
Mstep: Class 19 contains 103706 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 53201 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63799 members 
Mstep: Class 25 contains 20782 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7751 members 
Mstep: Class 32 contains 7070 members 
Mstep: Class 33 contains 26283 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 85928 members 
Mstep: Class 37 contains 14458 members 
Mstep: Class 38 contains 7131 members 
Mstep: Class 39 contains 33367 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52649 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8392 members 
Mstep: Class 44 contains 6769 members 
Mstep: Class 45 contains 13022 members 
Mstep: Class 46 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403048.000000 Penalty: 154999.796875
Iteration 188Q: 47 clusters Score -1.20403e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21476 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28530 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12175 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 21870 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 62861 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 103675 members 
Mstep: Class 20 contains 6517 members 
Mstep: Class 21 contains 53195 members 
Mstep: Class 22 contains 7566 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63807 members 
Mstep: Class 25 contains 20782 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 7082 members 
Mstep: Class 33 contains 26273 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7524 members 
Mstep: Class 36 contains 85931 members 
Mstep: Class 37 contains 14450 members 
Mstep: Class 38 contains 7137 members 
Mstep: Class 39 contains 33364 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52646 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8389 members 
Mstep: Class 44 contains 6770 members 
Mstep: Class 45 contains 13084 members 
Mstep: Class 46 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403272.000000 Penalty: 154999.796875
Iteration 189Q: 47 clusters Score -1.204033e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21478 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28532 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14801 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 21870 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62861 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38181 members 
Mstep: Class 19 contains 103661 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 53189 members 
Mstep: Class 22 contains 7563 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63815 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 7093 members 
Mstep: Class 33 contains 26263 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7505 members 
Mstep: Class 36 contains 85934 members 
Mstep: Class 37 contains 14441 members 
Mstep: Class 38 contains 7144 members 
Mstep: Class 39 contains 33364 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52641 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8390 members 
Mstep: Class 44 contains 6766 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403248.000000 Penalty: 154999.796875
Iteration 190Q: 47 clusters Score -1.204032e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21477 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28532 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14765 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14613 members 
Mstep: Class 14 contains 21872 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62859 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38177 members 
Mstep: Class 19 contains 103635 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 53186 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63817 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7098 members 
Mstep: Class 33 contains 26256 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7484 members 
Mstep: Class 36 contains 85934 members 
Mstep: Class 37 contains 14438 members 
Mstep: Class 38 contains 7146 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52638 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8391 members 
Mstep: Class 44 contains 6767 members 
Mstep: Class 45 contains 13208 members 
Mstep: Class 46 contains 14818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403104.000000 Penalty: 154999.796875
Iteration 191Q: 47 clusters Score -1.204031e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21482 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28535 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14730 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12188 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14616 members 
Mstep: Class 14 contains 21875 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62862 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38175 members 
Mstep: Class 19 contains 103614 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 53181 members 
Mstep: Class 22 contains 7550 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63820 members 
Mstep: Class 25 contains 20787 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 1518 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7753 members 
Mstep: Class 32 contains 7102 members 
Mstep: Class 33 contains 26253 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7458 members 
Mstep: Class 36 contains 85940 members 
Mstep: Class 37 contains 14434 members 
Mstep: Class 38 contains 7153 members 
Mstep: Class 39 contains 33360 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52633 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8394 members 
Mstep: Class 44 contains 6765 members 
Mstep: Class 45 contains 13257 members 
Mstep: Class 46 contains 14815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403184.000000 Penalty: 154999.796875
Iteration 192Q: 47 clusters Score -1.204032e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21482 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28536 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14722 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62866 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38173 members 
Mstep: Class 19 contains 103600 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 53175 members 
Mstep: Class 22 contains 7543 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63819 members 
Mstep: Class 25 contains 20788 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6729 members 
Mstep: Class 28 contains 1516 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 7109 members 
Mstep: Class 33 contains 26238 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7432 members 
Mstep: Class 36 contains 85945 members 
Mstep: Class 37 contains 14429 members 
Mstep: Class 38 contains 7162 members 
Mstep: Class 39 contains 33363 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 52636 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8399 members 
Mstep: Class 44 contains 6767 members 
Mstep: Class 45 contains 13292 members 
Mstep: Class 46 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403328.000000 Penalty: 154999.796875
Iteration 193Q: 47 clusters Score -1.204033e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21481 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28539 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14710 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 21880 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62870 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38171 members 
Mstep: Class 19 contains 103586 members 
Mstep: Class 20 contains 6537 members 
Mstep: Class 21 contains 53172 members 
Mstep: Class 22 contains 7532 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63819 members 
Mstep: Class 25 contains 20788 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 1516 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 26231 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7415 members 
Mstep: Class 36 contains 85942 members 
Mstep: Class 37 contains 14420 members 
Mstep: Class 38 contains 7166 members 
Mstep: Class 39 contains 33363 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 52635 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8401 members 
Mstep: Class 44 contains 6771 members 
Mstep: Class 45 contains 13318 members 
Mstep: Class 46 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403304.000000 Penalty: 154999.796875
Iteration 194Q: 47 clusters Score -1.204033e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21485 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14693 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12182 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 21878 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 62873 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38168 members 
Mstep: Class 19 contains 103575 members 
Mstep: Class 20 contains 6541 members 
Mstep: Class 21 contains 53167 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63820 members 
Mstep: Class 25 contains 20789 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 1518 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 7131 members 
Mstep: Class 33 contains 26228 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7396 members 
Mstep: Class 36 contains 85944 members 
Mstep: Class 37 contains 14413 members 
Mstep: Class 38 contains 7175 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 52636 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8402 members 
Mstep: Class 44 contains 6775 members 
Mstep: Class 45 contains 13343 members 
Mstep: Class 46 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403440.000000 Penalty: 154999.796875
Iteration 195Q: 47 clusters Score -1.204034e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28541 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14682 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14616 members 
Mstep: Class 14 contains 21878 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 62876 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 103574 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 21 contains 53161 members 
Mstep: Class 22 contains 7523 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63821 members 
Mstep: Class 25 contains 20790 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7137 members 
Mstep: Class 33 contains 26220 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7361 members 
Mstep: Class 36 contains 85945 members 
Mstep: Class 37 contains 14407 members 
Mstep: Class 38 contains 7180 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52634 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 6778 members 
Mstep: Class 45 contains 13366 members 
Mstep: Class 46 contains 14818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403440.000000 Penalty: 154999.796875
Iteration 196Q: 47 clusters Score -1.204034e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21491 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28543 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14667 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12195 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14611 members 
Mstep: Class 14 contains 21878 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62878 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 103560 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 53155 members 
Mstep: Class 22 contains 7520 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63823 members 
Mstep: Class 25 contains 20790 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7144 members 
Mstep: Class 33 contains 26213 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7343 members 
Mstep: Class 36 contains 85950 members 
Mstep: Class 37 contains 14402 members 
Mstep: Class 38 contains 7185 members 
Mstep: Class 39 contains 33359 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52628 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8408 members 
Mstep: Class 44 contains 6782 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 14816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403328.000000 Penalty: 154999.796875
Iteration 197Q: 47 clusters Score -1.204033e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21496 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28547 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14609 members 
Mstep: Class 14 contains 21882 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62878 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 103547 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 21 contains 53149 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63825 members 
Mstep: Class 25 contains 20790 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7751 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 26203 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7329 members 
Mstep: Class 36 contains 85952 members 
Mstep: Class 37 contains 14393 members 
Mstep: Class 38 contains 7190 members 
Mstep: Class 39 contains 33362 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52627 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8409 members 
Mstep: Class 44 contains 6785 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 14818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403240.000000 Penalty: 154999.796875
Iteration 198Q: 47 clusters Score -1.204032e+08 nChanged 126
Entering ConstructFrom: 
Score: -120403240.000000 Penalty: 154999.796875
Entering ConstructFrom: 
Trying to split cluster 1 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -129785.515625 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -129785.5 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 444 members 
Entering Unmasked Estep 
Score: -127975.265625 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -127975.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -128311.750000 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -128311.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -128478.304688 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -128478.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -128634.554688 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -128634.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -128759.289062 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -128759.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -128864.648438 Penalty: 3367.330078
	Iteration 5F: 3 clusters Score -128864.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -128923.187500 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -128923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -128964.828125 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -128964.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -128988.195312 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -128988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -129014.015625 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -129014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -129034.195312 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -129034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129040.226562 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -129040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -129042.062500 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -129042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -129050.078125 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -129050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -129053.289062 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -129053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -129054.359375 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -129054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -129054.359375 Penalty: 3367.330078
	Iteration 16F: 3 clusters Score -129054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -833902.687500 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -833902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -829040.812500 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -829040.8 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -830260.687500 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -830260.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -830542.000000 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -830542 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -830762.375000 Penalty: 4277.004883
	Iteration 3F: 3 clusters Score -830762.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -830938.687500 Penalty: 4277.004883
	Iteration 4Q: 3 clusters Score -830938.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -831096.812500 Penalty: 4277.004883
	Iteration 5Q: 3 clusters Score -831096.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -831248.375000 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -831248.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -831409.125000 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -831409.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -831539.312500 Penalty: 4277.004883
	Iteration 8Q: 3 clusters Score -831539.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -831644.250000 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -831644.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -831747.500000 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -831747.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -831840.562500 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -831840.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -831924.812500 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -831924.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -831997.125000 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -831997.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -832057.500000 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -832057.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -832107.937500 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -832107.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -832169.812500 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -832169.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -832222.312500 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -832222.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -832277.125000 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -832277.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -832334.312500 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -832334.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -832385.250000 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -832385.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -832419.312500 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -832419.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -832454.187500 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -832454.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -832481.687500 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -832481.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -832497.875000 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -832497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -832510.562500 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -832510.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -832523.125000 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -832523.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -832533.687500 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -832533.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -832540.812500 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -832540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -832554.875000 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -832554.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -832570.000000 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -832570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -832582.000000 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -832582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -832586.625000 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -832586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -832592.312500 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -832592.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -832597.812500 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -832597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -832601.500000 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -832601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -832604.562500 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -832604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -832604.625000 Penalty: 4277.004883
	Iteration 37Q: 3 clusters Score -832604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -832606.250000 Penalty: 4277.004883
	Iteration 38Q: 3 clusters Score -832606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -832611.375000 Penalty: 4277.004883
	Iteration 39Q: 3 clusters Score -832611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -832615.562500 Penalty: 4277.004883
	Iteration 40F: 3 clusters Score -832615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -832618.625000 Penalty: 4277.004883
	Iteration 41Q: 3 clusters Score -832618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -832623.125000 Penalty: 4277.004883
	Iteration 42Q: 3 clusters Score -832623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -832627.687500 Penalty: 4277.004883
	Iteration 43Q: 3 clusters Score -832627.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -832635.562500 Penalty: 4277.004883
	Iteration 44Q: 3 clusters Score -832635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -832648.312500 Penalty: 4277.004883
	Iteration 45Q: 3 clusters Score -832648.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -832655.125000 Penalty: 4277.004883
	Iteration 46Q: 3 clusters Score -832655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -832660.437500 Penalty: 4277.004883
	Iteration 47Q: 3 clusters Score -832660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -832663.750000 Penalty: 4277.004883
	Iteration 48Q: 3 clusters Score -832663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -832671.375000 Penalty: 4277.004883
	Iteration 49Q: 3 clusters Score -832671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -832675.625000 Penalty: 4277.004883
	Iteration 50Q: 3 clusters Score -832675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -832680.625000 Penalty: 4277.004883
	Iteration 51Q: 3 clusters Score -832680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -832682.875000 Penalty: 4277.004883
	Iteration 52Q: 3 clusters Score -832682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -832683.312500 Penalty: 4277.004883
	Iteration 53Q: 3 clusters Score -832683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -832686.562500 Penalty: 4277.004883
	Iteration 54Q: 3 clusters Score -832686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -832689.312500 Penalty: 4277.004883
	Iteration 55Q: 3 clusters Score -832689.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -832699.187500 Penalty: 4277.004883
	Iteration 56Q: 3 clusters Score -832699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -832708.437500 Penalty: 4277.004883
	Iteration 57Q: 3 clusters Score -832708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -832719.312500 Penalty: 4277.004883
	Iteration 58Q: 3 clusters Score -832719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -832723.562500 Penalty: 4277.004883
	Iteration 59Q: 3 clusters Score -832723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -832732.812500 Penalty: 4277.004883
	Iteration 60F: 3 clusters Score -832732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -832741.062500 Penalty: 4277.004883
	Iteration 61Q: 3 clusters Score -832741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -832745.562500 Penalty: 4277.004883
	Iteration 62Q: 3 clusters Score -832745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -832751.125000 Penalty: 4277.004883
	Iteration 63Q: 3 clusters Score -832751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -832757.062500 Penalty: 4277.004883
	Iteration 64Q: 3 clusters Score -832757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -832763.250000 Penalty: 4277.004883
	Iteration 65Q: 3 clusters Score -832763.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -832772.375000 Penalty: 4277.004883
	Iteration 66Q: 3 clusters Score -832772.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -832785.937500 Penalty: 4277.004883
	Iteration 67Q: 3 clusters Score -832785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -832801.062500 Penalty: 4277.004883
	Iteration 68Q: 3 clusters Score -832801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -832809.437500 Penalty: 4277.004883
	Iteration 69Q: 3 clusters Score -832809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -832821.375000 Penalty: 4277.004883
	Iteration 70Q: 3 clusters Score -832821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -832827.312500 Penalty: 4277.004883
	Iteration 71Q: 3 clusters Score -832827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -832832.500000 Penalty: 4277.004883
	Iteration 72Q: 3 clusters Score -832832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -832838.750000 Penalty: 4277.004883
	Iteration 73Q: 3 clusters Score -832838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -832840.062500 Penalty: 4277.004883
	Iteration 74Q: 3 clusters Score -832840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -832840.062500 Penalty: 4277.004883
	Iteration 75Q: 3 clusters Score -832840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -832840.062500 Penalty: 4277.004883
	Iteration 76F: 3 clusters Score -832840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17011.564453 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -17011.56 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 103 members 
Entering Unmasked Estep 
Score: -16302.433594 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -16302.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16507.224609 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -16507.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16574.708984 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -16574.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16605.417969 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -16605.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16610.583984 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -16610.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16618.761719 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -16618.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16637.125000 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -16637.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16663.158203 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -16663.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16677.300781 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -16677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16677.300781 Penalty: 2625.479248
	Iteration 9F: 3 clusters Score -16677.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -3340952.500000 Penalty: 2474.000488
	Iteration 0F: 2 clusters Score -3340952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3325938.750000 Penalty: 4948.000977
	Iteration 0F: 3 clusters Score -3325939 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3331365.750000 Penalty: 4948.000977
	Iteration 1F: 3 clusters Score -3331366 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3332114.750000 Penalty: 4948.000977
	Iteration 2F: 3 clusters Score -3332115 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3333052.250000 Penalty: 4948.000977
	Iteration 3F: 3 clusters Score -3333052 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3334086.500000 Penalty: 4948.000977
	Iteration 4F: 3 clusters Score -3334086 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3335016.250000 Penalty: 4948.000977
	Iteration 5F: 3 clusters Score -3335016 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3335684.500000 Penalty: 4948.000977
	Iteration 6F: 3 clusters Score -3335684 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3336194.500000 Penalty: 4948.000977
	Iteration 7Q: 3 clusters Score -3336194 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3336555.750000 Penalty: 4948.000977
	Iteration 8Q: 3 clusters Score -3336556 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3336855.250000 Penalty: 4948.000977
	Iteration 9Q: 3 clusters Score -3336855 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3337129.750000 Penalty: 4948.000977
	Iteration 10Q: 3 clusters Score -3337130 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3337394.500000 Penalty: 4948.000977
	Iteration 11Q: 3 clusters Score -3337394 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3337627.000000 Penalty: 4948.000977
	Iteration 12Q: 3 clusters Score -3337627 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3337868.500000 Penalty: 4948.000977
	Iteration 13Q: 3 clusters Score -3337868 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3338113.000000 Penalty: 4948.000977
	Iteration 14Q: 3 clusters Score -3338113 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3338319.250000 Penalty: 4948.000977
	Iteration 15Q: 3 clusters Score -3338319 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3338487.750000 Penalty: 4948.000977
	Iteration 16Q: 3 clusters Score -3338488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3338613.000000 Penalty: 4948.000977
	Iteration 17Q: 3 clusters Score -3338613 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3338737.000000 Penalty: 4948.000977
	Iteration 18Q: 3 clusters Score -3338737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3338826.000000 Penalty: 4948.000977
	Iteration 19Q: 3 clusters Score -3338826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3338898.750000 Penalty: 4948.000977
	Iteration 20F: 3 clusters Score -3338899 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3338966.000000 Penalty: 4948.000977
	Iteration 21Q: 3 clusters Score -3338966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3339030.750000 Penalty: 4948.000977
	Iteration 22Q: 3 clusters Score -3339031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3339082.250000 Penalty: 4948.000977
	Iteration 23Q: 3 clusters Score -3339082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3339144.250000 Penalty: 4948.000977
	Iteration 24Q: 3 clusters Score -3339144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3339199.000000 Penalty: 4948.000977
	Iteration 25Q: 3 clusters Score -3339199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3339275.250000 Penalty: 4948.000977
	Iteration 26Q: 3 clusters Score -3339275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3339359.000000 Penalty: 4948.000977
	Iteration 27Q: 3 clusters Score -3339359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3339451.500000 Penalty: 4948.000977
	Iteration 28Q: 3 clusters Score -3339452 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3339539.750000 Penalty: 4948.000977
	Iteration 29Q: 3 clusters Score -3339540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3339678.500000 Penalty: 4948.000977
	Iteration 30Q: 3 clusters Score -3339678 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3339820.000000 Penalty: 4948.000977
	Iteration 31Q: 3 clusters Score -3339820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3339930.750000 Penalty: 4948.000977
	Iteration 32Q: 3 clusters Score -3339931 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3340023.500000 Penalty: 4948.000977
	Iteration 33Q: 3 clusters Score -3340024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3340094.500000 Penalty: 4948.000977
	Iteration 34Q: 3 clusters Score -3340094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3340143.250000 Penalty: 4948.000977
	Iteration 35Q: 3 clusters Score -3340143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3340147.000000 Penalty: 4948.000977
	Iteration 36Q: 3 clusters Score -3340147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3340166.250000 Penalty: 4948.000977
	Iteration 37Q: 3 clusters Score -3340166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3340179.750000 Penalty: 4948.000977
	Iteration 38Q: 3 clusters Score -3340180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3340195.250000 Penalty: 4948.000977
	Iteration 39Q: 3 clusters Score -3340195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3340206.750000 Penalty: 4948.000977
	Iteration 40F: 3 clusters Score -3340207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3340218.500000 Penalty: 4948.000977
	Iteration 41Q: 3 clusters Score -3340218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3340223.500000 Penalty: 4948.000977
	Iteration 42Q: 3 clusters Score -3340224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3340228.250000 Penalty: 4948.000977
	Iteration 43Q: 3 clusters Score -3340228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3340235.750000 Penalty: 4948.000977
	Iteration 44Q: 3 clusters Score -3340236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3340236.250000 Penalty: 4948.000977
	Iteration 45Q: 3 clusters Score -3340236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3340239.500000 Penalty: 4948.000977
	Iteration 46Q: 3 clusters Score -3340240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3340236.750000 Penalty: 4948.000977
	Iteration 47Q: 3 clusters Score -3340237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3340234.500000 Penalty: 4948.000977
	Iteration 48Q: 3 clusters Score -3340234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3340236.250000 Penalty: 4948.000977
	Iteration 49Q: 3 clusters Score -3340236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3340240.250000 Penalty: 4948.000977
	Iteration 50Q: 3 clusters Score -3340240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3340243.750000 Penalty: 4948.000977
	Iteration 51Q: 3 clusters Score -3340244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3340248.500000 Penalty: 4948.000977
	Iteration 52Q: 3 clusters Score -3340248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3340250.000000 Penalty: 4948.000977
	Iteration 53Q: 3 clusters Score -3340250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3340253.250000 Penalty: 4948.000977
	Iteration 54Q: 3 clusters Score -3340253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3340261.500000 Penalty: 4948.000977
	Iteration 55Q: 3 clusters Score -3340262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3340252.500000 Penalty: 4948.000977
	Iteration 56Q: 3 clusters Score -3340252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3340258.750000 Penalty: 4948.000977
	Iteration 57Q: 3 clusters Score -3340259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3340256.000000 Penalty: 4948.000977
	Iteration 58Q: 3 clusters Score -3340256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3340255.750000 Penalty: 4948.000977
	Iteration 59Q: 3 clusters Score -3340256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3340255.250000 Penalty: 4948.000977
	Iteration 60F: 3 clusters Score -3340255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3340256.250000 Penalty: 4948.000977
	Iteration 61Q: 3 clusters Score -3340256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3340255.250000 Penalty: 4948.000977
	Iteration 62Q: 3 clusters Score -3340255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3340258.000000 Penalty: 4948.000977
	Iteration 63Q: 3 clusters Score -3340258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3340259.500000 Penalty: 4948.000977
	Iteration 64Q: 3 clusters Score -3340260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3340257.500000 Penalty: 4948.000977
	Iteration 65Q: 3 clusters Score -3340258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3340256.500000 Penalty: 4948.000977
	Iteration 66Q: 3 clusters Score -3340256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3340256.500000 Penalty: 4948.000977
	Iteration 67F: 3 clusters Score -3340256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -34108.312500 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -34108.31 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 125 members 
Entering Unmasked Estep 
Score: -32950.441406 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -32950.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33049.058594 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -33049.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33069.199219 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -33069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33090.890625 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -33090.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33099.390625 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -33099.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33100.113281 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -33100.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33100.113281 Penalty: 2740.624756
	Iteration 6F: 3 clusters Score -33100.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Entering Unmasked Estep 
Score: -4464206.500000 Penalty: 2544.351562
	Iteration 0F: 2 clusters Score -4464206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4444888.500000 Penalty: 5088.703125
	Iteration 0F: 3 clusters Score -4444888 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4451684.500000 Penalty: 5088.703125
	Iteration 1F: 3 clusters Score -4451684 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4452184.000000 Penalty: 5088.703125
	Iteration 2Q: 3 clusters Score -4452184 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4452722.000000 Penalty: 5088.703125
	Iteration 3Q: 3 clusters Score -4452722 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4453347.500000 Penalty: 5088.703125
	Iteration 4Q: 3 clusters Score -4453348 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4454153.000000 Penalty: 5088.703125
	Iteration 5F: 3 clusters Score -4454153 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4455136.500000 Penalty: 5088.703125
	Iteration 6F: 3 clusters Score -4455136 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4456146.000000 Penalty: 5088.703125
	Iteration 7F: 3 clusters Score -4456146 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4457038.000000 Penalty: 5088.703125
	Iteration 8F: 3 clusters Score -4457038 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4457647.500000 Penalty: 5088.703125
	Iteration 9Q: 3 clusters Score -4457648 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4458001.000000 Penalty: 5088.703125
	Iteration 10Q: 3 clusters Score -4458001 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4458206.000000 Penalty: 5088.703125
	Iteration 11Q: 3 clusters Score -4458206 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4458337.000000 Penalty: 5088.703125
	Iteration 12Q: 3 clusters Score -4458337 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4458425.000000 Penalty: 5088.703125
	Iteration 13Q: 3 clusters Score -4458425 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4458508.500000 Penalty: 5088.703125
	Iteration 14Q: 3 clusters Score -4458508 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4458532.000000 Penalty: 5088.703125
	Iteration 15Q: 3 clusters Score -4458532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4458568.500000 Penalty: 5088.703125
	Iteration 16Q: 3 clusters Score -4458568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4458582.000000 Penalty: 5088.703125
	Iteration 17Q: 3 clusters Score -4458582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4458614.500000 Penalty: 5088.703125
	Iteration 18Q: 3 clusters Score -4458614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4458636.500000 Penalty: 5088.703125
	Iteration 19Q: 3 clusters Score -4458636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4458646.000000 Penalty: 5088.703125
	Iteration 20F: 3 clusters Score -4458646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4458667.500000 Penalty: 5088.703125
	Iteration 21Q: 3 clusters Score -4458668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4458703.000000 Penalty: 5088.703125
	Iteration 22Q: 3 clusters Score -4458703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4458717.500000 Penalty: 5088.703125
	Iteration 23Q: 3 clusters Score -4458718 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4458748.500000 Penalty: 5088.703125
	Iteration 24Q: 3 clusters Score -4458748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4458781.500000 Penalty: 5088.703125
	Iteration 25Q: 3 clusters Score -4458782 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4458795.500000 Penalty: 5088.703125
	Iteration 26Q: 3 clusters Score -4458796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4458844.500000 Penalty: 5088.703125
	Iteration 27Q: 3 clusters Score -4458844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4458863.500000 Penalty: 5088.703125
	Iteration 28Q: 3 clusters Score -4458864 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4458902.500000 Penalty: 5088.703125
	Iteration 29Q: 3 clusters Score -4458902 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4458959.000000 Penalty: 5088.703125
	Iteration 30Q: 3 clusters Score -4458959 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4459020.500000 Penalty: 5088.703125
	Iteration 31Q: 3 clusters Score -4459020 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4459057.000000 Penalty: 5088.703125
	Iteration 32Q: 3 clusters Score -4459057 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4459165.000000 Penalty: 5088.703125
	Iteration 33Q: 3 clusters Score -4459165 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4459246.000000 Penalty: 5088.703125
	Iteration 34Q: 3 clusters Score -4459246 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4459380.500000 Penalty: 5088.703125
	Iteration 35Q: 3 clusters Score -4459380 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4459528.500000 Penalty: 5088.703125
	Iteration 36Q: 3 clusters Score -4459528 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4459709.000000 Penalty: 5088.703125
	Iteration 37Q: 3 clusters Score -4459709 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4459938.000000 Penalty: 5088.703125
	Iteration 38Q: 3 clusters Score -4459938 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4460208.000000 Penalty: 5088.703125
	Iteration 39Q: 3 clusters Score -4460208 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4460512.000000 Penalty: 5088.703125
	Iteration 40F: 3 clusters Score -4460512 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4460838.500000 Penalty: 5088.703125
	Iteration 41Q: 3 clusters Score -4460838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4461111.000000 Penalty: 5088.703125
	Iteration 42Q: 3 clusters Score -4461111 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4461356.500000 Penalty: 5088.703125
	Iteration 43Q: 3 clusters Score -4461356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4461575.500000 Penalty: 5088.703125
	Iteration 44Q: 3 clusters Score -4461576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4461726.500000 Penalty: 5088.703125
	Iteration 45Q: 3 clusters Score -4461726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4461811.500000 Penalty: 5088.703125
	Iteration 46Q: 3 clusters Score -4461812 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4461889.000000 Penalty: 5088.703125
	Iteration 47Q: 3 clusters Score -4461889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4461954.500000 Penalty: 5088.703125
	Iteration 48Q: 3 clusters Score -4461954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4462019.000000 Penalty: 5088.703125
	Iteration 49Q: 3 clusters Score -4462019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4462050.500000 Penalty: 5088.703125
	Iteration 50Q: 3 clusters Score -4462050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -4462099.500000 Penalty: 5088.703125
	Iteration 51Q: 3 clusters Score -4462100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4462138.000000 Penalty: 5088.703125
	Iteration 52Q: 3 clusters Score -4462138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4462168.000000 Penalty: 5088.703125
	Iteration 53Q: 3 clusters Score -4462168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4462190.000000 Penalty: 5088.703125
	Iteration 54Q: 3 clusters Score -4462190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4462227.000000 Penalty: 5088.703125
	Iteration 55Q: 3 clusters Score -4462227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4462243.000000 Penalty: 5088.703125
	Iteration 56Q: 3 clusters Score -4462243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4462268.000000 Penalty: 5088.703125
	Iteration 57Q: 3 clusters Score -4462268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4462306.000000 Penalty: 5088.703125
	Iteration 58Q: 3 clusters Score -4462306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4462351.500000 Penalty: 5088.703125
	Iteration 59Q: 3 clusters Score -4462352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4462382.500000 Penalty: 5088.703125
	Iteration 60F: 3 clusters Score -4462382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4462412.500000 Penalty: 5088.703125
	Iteration 61Q: 3 clusters Score -4462412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4462436.500000 Penalty: 5088.703125
	Iteration 62Q: 3 clusters Score -4462436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4462456.500000 Penalty: 5088.703125
	Iteration 63Q: 3 clusters Score -4462456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4462464.000000 Penalty: 5088.703125
	Iteration 64Q: 3 clusters Score -4462464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4462490.000000 Penalty: 5088.703125
	Iteration 65Q: 3 clusters Score -4462490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -4462493.000000 Penalty: 5088.703125
	Iteration 66Q: 3 clusters Score -4462493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4462499.000000 Penalty: 5088.703125
	Iteration 67Q: 3 clusters Score -4462499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -4462489.500000 Penalty: 5088.703125
	Iteration 68Q: 3 clusters Score -4462490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4462493.500000 Penalty: 5088.703125
	Iteration 69Q: 3 clusters Score -4462494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -4462498.000000 Penalty: 5088.703125
	Iteration 70Q: 3 clusters Score -4462498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4462504.000000 Penalty: 5088.703125
	Iteration 71Q: 3 clusters Score -4462504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4462507.500000 Penalty: 5088.703125
	Iteration 72Q: 3 clusters Score -4462508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -4462504.500000 Penalty: 5088.703125
	Iteration 73Q: 3 clusters Score -4462504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4462503.000000 Penalty: 5088.703125
	Iteration 74Q: 3 clusters Score -4462503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4462503.000000 Penalty: 5088.703125
	Iteration 75F: 3 clusters Score -4462503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -143394.500000 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -143394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141536.015625 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -141536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141838.125000 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -141838.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141965.281250 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -141965.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142145.140625 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -142145.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142447.562500 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -142447.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142646.796875 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -142646.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142733.750000 Penalty: 3399.236328
	Iteration 6F: 3 clusters Score -142733.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142778.921875 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -142778.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142823.234375 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -142823.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142850.671875 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -142850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142875.937500 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -142875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142894.031250 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -142894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142899.187500 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -142899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142904.312500 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -142904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142905.187500 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -142905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142905.187500 Penalty: 3399.236328
	Iteration 15F: 3 clusters Score -142905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -2187339.500000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -2187340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2176684.750000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -2176685 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2180196.750000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -2180197 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2180829.000000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -2180829 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2181419.750000 Penalty: 4757.424316
	Iteration 3F: 3 clusters Score -2181420 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2182040.000000 Penalty: 4757.424316
	Iteration 4F: 3 clusters Score -2182040 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2182655.500000 Penalty: 4757.424316
	Iteration 5F: 3 clusters Score -2182656 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2183221.750000 Penalty: 4757.424316
	Iteration 6F: 3 clusters Score -2183222 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2183742.750000 Penalty: 4757.424316
	Iteration 7F: 3 clusters Score -2183743 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2184193.750000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -2184194 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2184529.250000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -2184529 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2184783.500000 Penalty: 4757.424316
	Iteration 10Q: 3 clusters Score -2184784 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2184984.500000 Penalty: 4757.424316
	Iteration 11Q: 3 clusters Score -2184984 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2185134.750000 Penalty: 4757.424316
	Iteration 12Q: 3 clusters Score -2185135 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2185248.500000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -2185248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2185337.000000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -2185337 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2185417.250000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -2185417 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2185459.750000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -2185460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2185484.250000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -2185484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2185511.000000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -2185511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2185530.000000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -2185530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2185547.750000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -2185548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2185563.000000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -2185563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2185577.750000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -2185578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2185590.000000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -2185590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2185605.500000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -2185606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2185613.250000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -2185613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2185626.500000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -2185626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2185630.000000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -2185630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2185646.750000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -2185647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2185655.250000 Penalty: 4757.424316
	Iteration 29Q: 3 clusters Score -2185655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2185664.250000 Penalty: 4757.424316
	Iteration 30Q: 3 clusters Score -2185664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2185672.500000 Penalty: 4757.424316
	Iteration 31Q: 3 clusters Score -2185672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2185675.750000 Penalty: 4757.424316
	Iteration 32Q: 3 clusters Score -2185676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2185686.000000 Penalty: 4757.424316
	Iteration 33Q: 3 clusters Score -2185686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2185695.000000 Penalty: 4757.424316
	Iteration 34Q: 3 clusters Score -2185695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2185703.500000 Penalty: 4757.424316
	Iteration 35Q: 3 clusters Score -2185704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2185707.500000 Penalty: 4757.424316
	Iteration 36Q: 3 clusters Score -2185708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2185720.500000 Penalty: 4757.424316
	Iteration 37Q: 3 clusters Score -2185720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2185728.250000 Penalty: 4757.424316
	Iteration 38Q: 3 clusters Score -2185728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2185736.000000 Penalty: 4757.424316
	Iteration 39Q: 3 clusters Score -2185736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2185744.000000 Penalty: 4757.424316
	Iteration 40F: 3 clusters Score -2185744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2185751.250000 Penalty: 4757.424316
	Iteration 41Q: 3 clusters Score -2185751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2185754.500000 Penalty: 4757.424316
	Iteration 42Q: 3 clusters Score -2185754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2185770.250000 Penalty: 4757.424316
	Iteration 43Q: 3 clusters Score -2185770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2185779.250000 Penalty: 4757.424316
	Iteration 44Q: 3 clusters Score -2185779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2185783.750000 Penalty: 4757.424316
	Iteration 45Q: 3 clusters Score -2185784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2185787.000000 Penalty: 4757.424316
	Iteration 46Q: 3 clusters Score -2185787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2185793.750000 Penalty: 4757.424316
	Iteration 47Q: 3 clusters Score -2185794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2185796.250000 Penalty: 4757.424316
	Iteration 48Q: 3 clusters Score -2185796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2185801.000000 Penalty: 4757.424316
	Iteration 49Q: 3 clusters Score -2185801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2185803.750000 Penalty: 4757.424316
	Iteration 50Q: 3 clusters Score -2185804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2185812.750000 Penalty: 4757.424316
	Iteration 51Q: 3 clusters Score -2185813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2185814.750000 Penalty: 4757.424316
	Iteration 52Q: 3 clusters Score -2185815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2185813.250000 Penalty: 4757.424316
	Iteration 53Q: 3 clusters Score -2185813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2185816.500000 Penalty: 4757.424316
	Iteration 54Q: 3 clusters Score -2185816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2185821.000000 Penalty: 4757.424316
	Iteration 55Q: 3 clusters Score -2185821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2185828.250000 Penalty: 4757.424316
	Iteration 56Q: 3 clusters Score -2185828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2185829.000000 Penalty: 4757.424316
	Iteration 57Q: 3 clusters Score -2185829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2185830.500000 Penalty: 4757.424316
	Iteration 58Q: 3 clusters Score -2185830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 4757.424316
	Iteration 59Q: 3 clusters Score -2185833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2185831.250000 Penalty: 4757.424316
	Iteration 60F: 3 clusters Score -2185831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2185830.750000 Penalty: 4757.424316
	Iteration 61Q: 3 clusters Score -2185831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 4757.424316
	Iteration 62Q: 3 clusters Score -2185833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2185833.750000 Penalty: 4757.424316
	Iteration 63Q: 3 clusters Score -2185834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2185832.750000 Penalty: 4757.424316
	Iteration 64Q: 3 clusters Score -2185833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 4757.424316
	Iteration 65Q: 3 clusters Score -2185833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2185833.250000 Penalty: 4757.424316
	Iteration 66F: 3 clusters Score -2185833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -154892.062500 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -154892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152901.359375 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -152901.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153292.078125 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -153292.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153460.921875 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -153460.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153539.468750 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -153539.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -153587.734375 Penalty: 3487.305420
	Iteration 4Q: 3 clusters Score -153587.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153623.421875 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -153623.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -153646.750000 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -153646.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -153679.593750 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -153679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153714.203125 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -153714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153735.781250 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -153735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153748.296875 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -153748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -153760.781250 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -153760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153775.765625 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -153775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153791.031250 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -153791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -153808.265625 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -153808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153826.125000 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -153826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153841.046875 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -153841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -153850.703125 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -153850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -153861.562500 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -153861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -153871.593750 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -153871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153888.734375 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -153888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153901.328125 Penalty: 3487.305420
	Iteration 21Q: 3 clusters Score -153901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153912.093750 Penalty: 3487.305420
	Iteration 22Q: 3 clusters Score -153912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153919.109375 Penalty: 3487.305420
	Iteration 23Q: 3 clusters Score -153919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153930.328125 Penalty: 3487.305420
	Iteration 24Q: 3 clusters Score -153930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -153938.484375 Penalty: 3487.305420
	Iteration 25Q: 3 clusters Score -153938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153943.296875 Penalty: 3487.305420
	Iteration 26Q: 3 clusters Score -153943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153948.671875 Penalty: 3487.305420
	Iteration 27Q: 3 clusters Score -153948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -153953.125000 Penalty: 3487.305420
	Iteration 28Q: 3 clusters Score -153953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153959.359375 Penalty: 3487.305420
	Iteration 29Q: 3 clusters Score -153959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -153970.140625 Penalty: 3487.305420
	Iteration 30Q: 3 clusters Score -153970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -153984.343750 Penalty: 3487.305420
	Iteration 31Q: 3 clusters Score -153984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -153998.953125 Penalty: 3487.305420
	Iteration 32Q: 3 clusters Score -153999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -154012.312500 Penalty: 3487.305420
	Iteration 33Q: 3 clusters Score -154012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154017.265625 Penalty: 3487.305420
	Iteration 34Q: 3 clusters Score -154017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154025.437500 Penalty: 3487.305420
	Iteration 35Q: 3 clusters Score -154025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154031.359375 Penalty: 3487.305420
	Iteration 36Q: 3 clusters Score -154031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -154043.656250 Penalty: 3487.305420
	Iteration 37Q: 3 clusters Score -154043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154055.890625 Penalty: 3487.305420
	Iteration 38Q: 3 clusters Score -154055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154059.968750 Penalty: 3487.305420
	Iteration 39Q: 3 clusters Score -154060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -154064.421875 Penalty: 3487.305420
	Iteration 40F: 3 clusters Score -154064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154068.234375 Penalty: 3487.305420
	Iteration 41Q: 3 clusters Score -154068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154071.562500 Penalty: 3487.305420
	Iteration 42Q: 3 clusters Score -154071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154073.796875 Penalty: 3487.305420
	Iteration 43Q: 3 clusters Score -154073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154078.046875 Penalty: 3487.305420
	Iteration 44Q: 3 clusters Score -154078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154078.296875 Penalty: 3487.305420
	Iteration 45Q: 3 clusters Score -154078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154078.296875 Penalty: 3487.305420
	Iteration 46F: 3 clusters Score -154078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1777464.000000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1777464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1768393.375000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1768393 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1771460.250000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1771460 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1772200.625000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1772201 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1773089.750000 Penalty: 4666.917969
	Iteration 3F: 3 clusters Score -1773090 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1774087.375000 Penalty: 4666.917969
	Iteration 4F: 3 clusters Score -1774087 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1774901.000000 Penalty: 4666.917969
	Iteration 5F: 3 clusters Score -1774901 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1775461.125000 Penalty: 4666.917969
	Iteration 6F: 3 clusters Score -1775461 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1775826.875000 Penalty: 4666.917969
	Iteration 7Q: 3 clusters Score -1775827 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1776092.000000 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1776092 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1776271.000000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1776271 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1776389.375000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1776389 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1776464.375000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1776464 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1776523.125000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1776523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1776563.625000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1776564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1776595.625000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1776596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1776611.500000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1776612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1776622.375000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1776622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1776631.625000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1776632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1776638.000000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1776638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1776641.125000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1776641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1776639.625000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1776640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1776643.875000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1776644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1776642.875000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1776643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1776646.250000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1776646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1776641.625000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1776642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1776648.000000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1776648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1776650.250000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1776650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1776651.250000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1776651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1776648.125000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1776648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1776651.250000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1776651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1776654.000000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1776654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1776653.375000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1776653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1776653.500000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1776654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1776655.500000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1776656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1776655.500000 Penalty: 4666.917969
	Iteration 34F: 3 clusters Score -1776656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -137014.062500 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -137014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135144.812500 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -135144.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -135431.546875 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -135431.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135507.828125 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -135507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135542.671875 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -135542.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135575.906250 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -135575.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -135591.453125 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -135591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135598.718750 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -135598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135603.875000 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -135603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135603.875000 Penalty: 3384.349854
	Iteration 8F: 3 clusters Score -135603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59439.429688 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59439.43 nChanged 81
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: -59610.683594 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59610.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59638.402344 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59677.605469 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59677.61 nChanged 7
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: -59712.886719 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59712.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59770.699219 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59770.7 nChanged 11
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: -59803.687500 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59803.69 nChanged 6
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: -59817.601562 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59817.6 nChanged 5
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: -59830.878906 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -59830.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59845.945312 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -59845.95 nChanged 5
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: -59858.480469 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -59858.48 nChanged 4
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: -59873.867188 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -59873.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59906.316406 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -59906.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59932.496094 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -59932.5 nChanged 5
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: -59968.683594 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -59968.68 nChanged 5
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: -60009.480469 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -60009.48 nChanged 6
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: -60047.078125 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -60047.08 nChanged 1
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: -60049.519531 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -60049.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60053.308594 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -60053.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60059.375000 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -60059.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60059.375000 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -60059.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Entering Unmasked Estep 
Score: -2184003.250000 Penalty: 2378.135498
	Iteration 0F: 2 clusters Score -2184003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2173394.000000 Penalty: 4756.270996
	Iteration 0F: 3 clusters Score -2173394 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2176991.750000 Penalty: 4756.270996
	Iteration 1F: 3 clusters Score -2176992 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2177582.000000 Penalty: 4756.270996
	Iteration 2F: 3 clusters Score -2177582 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2178131.000000 Penalty: 4756.270996
	Iteration 3F: 3 clusters Score -2178131 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2178632.500000 Penalty: 4756.270996
	Iteration 4F: 3 clusters Score -2178632 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2179110.000000 Penalty: 4756.270996
	Iteration 5F: 3 clusters Score -2179110 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2179543.500000 Penalty: 4756.270996
	Iteration 6F: 3 clusters Score -2179544 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2179954.500000 Penalty: 4756.270996
	Iteration 7Q: 3 clusters Score -2179954 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2180357.000000 Penalty: 4756.270996
	Iteration 8Q: 3 clusters Score -2180357 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2180723.250000 Penalty: 4756.270996
	Iteration 9Q: 3 clusters Score -2180723 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2181043.500000 Penalty: 4756.270996
	Iteration 10Q: 3 clusters Score -2181044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2181254.500000 Penalty: 4756.270996
	Iteration 11Q: 3 clusters Score -2181254 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2181421.500000 Penalty: 4756.270996
	Iteration 12Q: 3 clusters Score -2181422 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2181538.250000 Penalty: 4756.270996
	Iteration 13Q: 3 clusters Score -2181538 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2181631.000000 Penalty: 4756.270996
	Iteration 14Q: 3 clusters Score -2181631 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2181699.500000 Penalty: 4756.270996
	Iteration 15Q: 3 clusters Score -2181700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2181771.000000 Penalty: 4756.270996
	Iteration 16Q: 3 clusters Score -2181771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2181822.250000 Penalty: 4756.270996
	Iteration 17Q: 3 clusters Score -2181822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2181869.000000 Penalty: 4756.270996
	Iteration 18Q: 3 clusters Score -2181869 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2181931.750000 Penalty: 4756.270996
	Iteration 19Q: 3 clusters Score -2181932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2182024.750000 Penalty: 4756.270996
	Iteration 20F: 3 clusters Score -2182025 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2182165.750000 Penalty: 4756.270996
	Iteration 21Q: 3 clusters Score -2182166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2182310.000000 Penalty: 4756.270996
	Iteration 22Q: 3 clusters Score -2182310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2182452.000000 Penalty: 4756.270996
	Iteration 23Q: 3 clusters Score -2182452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2182549.500000 Penalty: 4756.270996
	Iteration 24Q: 3 clusters Score -2182550 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2182636.250000 Penalty: 4756.270996
	Iteration 25Q: 3 clusters Score -2182636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2182690.000000 Penalty: 4756.270996
	Iteration 26Q: 3 clusters Score -2182690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2182711.750000 Penalty: 4756.270996
	Iteration 27Q: 3 clusters Score -2182712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2182727.500000 Penalty: 4756.270996
	Iteration 28Q: 3 clusters Score -2182728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2182750.000000 Penalty: 4756.270996
	Iteration 29Q: 3 clusters Score -2182750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2182758.250000 Penalty: 4756.270996
	Iteration 30Q: 3 clusters Score -2182758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2182768.250000 Penalty: 4756.270996
	Iteration 31Q: 3 clusters Score -2182768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2182783.000000 Penalty: 4756.270996
	Iteration 32Q: 3 clusters Score -2182783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2182789.500000 Penalty: 4756.270996
	Iteration 33Q: 3 clusters Score -2182790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2182795.750000 Penalty: 4756.270996
	Iteration 34Q: 3 clusters Score -2182796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2182802.250000 Penalty: 4756.270996
	Iteration 35Q: 3 clusters Score -2182802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2182807.250000 Penalty: 4756.270996
	Iteration 36Q: 3 clusters Score -2182807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2182809.250000 Penalty: 4756.270996
	Iteration 37Q: 3 clusters Score -2182809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2182812.000000 Penalty: 4756.270996
	Iteration 38Q: 3 clusters Score -2182812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2182816.000000 Penalty: 4756.270996
	Iteration 39Q: 3 clusters Score -2182816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2182828.500000 Penalty: 4756.270996
	Iteration 40F: 3 clusters Score -2182828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2182839.000000 Penalty: 4756.270996
	Iteration 41Q: 3 clusters Score -2182839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2182857.000000 Penalty: 4756.270996
	Iteration 42Q: 3 clusters Score -2182857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2182878.000000 Penalty: 4756.270996
	Iteration 43Q: 3 clusters Score -2182878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2182889.250000 Penalty: 4756.270996
	Iteration 44Q: 3 clusters Score -2182889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2182917.250000 Penalty: 4756.270996
	Iteration 45Q: 3 clusters Score -2182917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2182952.000000 Penalty: 4756.270996
	Iteration 46Q: 3 clusters Score -2182952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2182981.500000 Penalty: 4756.270996
	Iteration 47Q: 3 clusters Score -2182982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2183015.750000 Penalty: 4756.270996
	Iteration 48Q: 3 clusters Score -2183016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2183061.750000 Penalty: 4756.270996
	Iteration 49Q: 3 clusters Score -2183062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2183099.250000 Penalty: 4756.270996
	Iteration 50Q: 3 clusters Score -2183099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2183129.500000 Penalty: 4756.270996
	Iteration 51Q: 3 clusters Score -2183130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2183156.000000 Penalty: 4756.270996
	Iteration 52Q: 3 clusters Score -2183156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2183170.000000 Penalty: 4756.270996
	Iteration 53Q: 3 clusters Score -2183170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2183182.000000 Penalty: 4756.270996
	Iteration 54Q: 3 clusters Score -2183182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2183194.750000 Penalty: 4756.270996
	Iteration 55Q: 3 clusters Score -2183195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2183203.250000 Penalty: 4756.270996
	Iteration 56Q: 3 clusters Score -2183203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2183202.750000 Penalty: 4756.270996
	Iteration 57Q: 3 clusters Score -2183203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2183208.000000 Penalty: 4756.270996
	Iteration 58Q: 3 clusters Score -2183208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2183216.500000 Penalty: 4756.270996
	Iteration 59Q: 3 clusters Score -2183216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2183226.000000 Penalty: 4756.270996
	Iteration 60F: 3 clusters Score -2183226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2183229.000000 Penalty: 4756.270996
	Iteration 61Q: 3 clusters Score -2183229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2183232.750000 Penalty: 4756.270996
	Iteration 62Q: 3 clusters Score -2183233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2183233.250000 Penalty: 4756.270996
	Iteration 63Q: 3 clusters Score -2183233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2183230.000000 Penalty: 4756.270996
	Iteration 64Q: 3 clusters Score -2183230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2183235.750000 Penalty: 4756.270996
	Iteration 65Q: 3 clusters Score -2183236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2183242.250000 Penalty: 4756.270996
	Iteration 66Q: 3 clusters Score -2183242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2183245.250000 Penalty: 4756.270996
	Iteration 67Q: 3 clusters Score -2183245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2183252.750000 Penalty: 4756.270996
	Iteration 68Q: 3 clusters Score -2183253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2183255.500000 Penalty: 4756.270996
	Iteration 69Q: 3 clusters Score -2183256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2183254.750000 Penalty: 4756.270996
	Iteration 70Q: 3 clusters Score -2183255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2183259.000000 Penalty: 4756.270996
	Iteration 71Q: 3 clusters Score -2183259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2183263.500000 Penalty: 4756.270996
	Iteration 72Q: 3 clusters Score -2183264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2183262.000000 Penalty: 4756.270996
	Iteration 73Q: 3 clusters Score -2183262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2183261.000000 Penalty: 4756.270996
	Iteration 74Q: 3 clusters Score -2183261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2183261.000000 Penalty: 4756.270996
	Iteration 75Q: 3 clusters Score -2183261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2183260.750000 Penalty: 4756.270996
	Iteration 76Q: 3 clusters Score -2183261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2183260.750000 Penalty: 4756.270996
	Iteration 77Q: 3 clusters Score -2183261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2183260.500000 Penalty: 4756.270996
	Iteration 78Q: 3 clusters Score -2183260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2183262.750000 Penalty: 4756.270996
	Iteration 79Q: 3 clusters Score -2183263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2183259.250000 Penalty: 4756.270996
	Iteration 80F: 3 clusters Score -2183259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2183257.500000 Penalty: 4756.270996
	Iteration 81Q: 3 clusters Score -2183258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2183260.000000 Penalty: 4756.270996
	Iteration 82Q: 3 clusters Score -2183260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2183260.000000 Penalty: 4756.270996
	Iteration 83F: 3 clusters Score -2183260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Entering Unmasked Estep 
Score: -3381308.250000 Penalty: 2478.402100
	Iteration 0F: 2 clusters Score -3381308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3365993.250000 Penalty: 4956.804199
	Iteration 0F: 3 clusters Score -3365993 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3371591.250000 Penalty: 4956.804199
	Iteration 1F: 3 clusters Score -3371591 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3372672.750000 Penalty: 4956.804199
	Iteration 2F: 3 clusters Score -3372673 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3374087.000000 Penalty: 4956.804199
	Iteration 3F: 3 clusters Score -3374087 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3375564.750000 Penalty: 4956.804199
	Iteration 4F: 3 clusters Score -3375565 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3376734.750000 Penalty: 4956.804199
	Iteration 5F: 3 clusters Score -3376735 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3377451.250000 Penalty: 4956.804199
	Iteration 6F: 3 clusters Score -3377451 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3377880.750000 Penalty: 4956.804199
	Iteration 7Q: 3 clusters Score -3377881 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3378125.000000 Penalty: 4956.804199
	Iteration 8Q: 3 clusters Score -3378125 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3378294.750000 Penalty: 4956.804199
	Iteration 9Q: 3 clusters Score -3378295 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3378463.000000 Penalty: 4956.804199
	Iteration 10Q: 3 clusters Score -3378463 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3378617.000000 Penalty: 4956.804199
	Iteration 11Q: 3 clusters Score -3378617 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3378761.000000 Penalty: 4956.804199
	Iteration 12Q: 3 clusters Score -3378761 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3378901.000000 Penalty: 4956.804199
	Iteration 13Q: 3 clusters Score -3378901 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3379049.500000 Penalty: 4956.804199
	Iteration 14Q: 3 clusters Score -3379050 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3379184.000000 Penalty: 4956.804199
	Iteration 15Q: 3 clusters Score -3379184 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3379292.750000 Penalty: 4956.804199
	Iteration 16Q: 3 clusters Score -3379293 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3379387.000000 Penalty: 4956.804199
	Iteration 17Q: 3 clusters Score -3379387 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3379461.750000 Penalty: 4956.804199
	Iteration 18Q: 3 clusters Score -3379462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3379529.500000 Penalty: 4956.804199
	Iteration 19Q: 3 clusters Score -3379530 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3379605.750000 Penalty: 4956.804199
	Iteration 20F: 3 clusters Score -3379606 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3379627.250000 Penalty: 4956.804199
	Iteration 21Q: 3 clusters Score -3379627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3379653.000000 Penalty: 4956.804199
	Iteration 22Q: 3 clusters Score -3379653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3379684.500000 Penalty: 4956.804199
	Iteration 23Q: 3 clusters Score -3379684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3379702.750000 Penalty: 4956.804199
	Iteration 24Q: 3 clusters Score -3379703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3379729.250000 Penalty: 4956.804199
	Iteration 25Q: 3 clusters Score -3379729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3379741.750000 Penalty: 4956.804199
	Iteration 26Q: 3 clusters Score -3379742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3379747.000000 Penalty: 4956.804199
	Iteration 27Q: 3 clusters Score -3379747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3379755.250000 Penalty: 4956.804199
	Iteration 28Q: 3 clusters Score -3379755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3379771.750000 Penalty: 4956.804199
	Iteration 29Q: 3 clusters Score -3379772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3379775.250000 Penalty: 4956.804199
	Iteration 30Q: 3 clusters Score -3379775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3379779.750000 Penalty: 4956.804199
	Iteration 31Q: 3 clusters Score -3379780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3379779.500000 Penalty: 4956.804199
	Iteration 32Q: 3 clusters Score -3379780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3379785.750000 Penalty: 4956.804199
	Iteration 33Q: 3 clusters Score -3379786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3379784.000000 Penalty: 4956.804199
	Iteration 34Q: 3 clusters Score -3379784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3379788.500000 Penalty: 4956.804199
	Iteration 35Q: 3 clusters Score -3379788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3379784.000000 Penalty: 4956.804199
	Iteration 36Q: 3 clusters Score -3379784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3379788.750000 Penalty: 4956.804199
	Iteration 37Q: 3 clusters Score -3379789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3379790.750000 Penalty: 4956.804199
	Iteration 38Q: 3 clusters Score -3379791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3379792.500000 Penalty: 4956.804199
	Iteration 39Q: 3 clusters Score -3379792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3379795.500000 Penalty: 4956.804199
	Iteration 40F: 3 clusters Score -3379796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3379798.000000 Penalty: 4956.804199
	Iteration 41Q: 3 clusters Score -3379798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3379796.250000 Penalty: 4956.804199
	Iteration 42Q: 3 clusters Score -3379796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3379796.750000 Penalty: 4956.804199
	Iteration 43Q: 3 clusters Score -3379797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3379797.500000 Penalty: 4956.804199
	Iteration 44Q: 3 clusters Score -3379798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3379798.750000 Penalty: 4956.804199
	Iteration 45Q: 3 clusters Score -3379799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3379797.750000 Penalty: 4956.804199
	Iteration 46Q: 3 clusters Score -3379798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3379794.250000 Penalty: 4956.804199
	Iteration 47Q: 3 clusters Score -3379794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3379798.750000 Penalty: 4956.804199
	Iteration 48Q: 3 clusters Score -3379799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3379801.500000 Penalty: 4956.804199
	Iteration 49Q: 3 clusters Score -3379802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3379798.750000 Penalty: 4956.804199
	Iteration 50Q: 3 clusters Score -3379799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3379801.000000 Penalty: 4956.804199
	Iteration 51Q: 3 clusters Score -3379801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3379806.250000 Penalty: 4956.804199
	Iteration 52Q: 3 clusters Score -3379806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3379803.500000 Penalty: 4956.804199
	Iteration 53Q: 3 clusters Score -3379804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3379805.750000 Penalty: 4956.804199
	Iteration 54Q: 3 clusters Score -3379806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3379805.750000 Penalty: 4956.804199
	Iteration 55F: 3 clusters Score -3379806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -1232908.875000 Penalty: 2238.372559
	Iteration 0F: 2 clusters Score -1232909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1226306.625000 Penalty: 4476.745117
	Iteration 0F: 3 clusters Score -1226307 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1228257.875000 Penalty: 4476.745117
	Iteration 1F: 3 clusters Score -1228258 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1228875.125000 Penalty: 4476.745117
	Iteration 2F: 3 clusters Score -1228875 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1229421.875000 Penalty: 4476.745117
	Iteration 3F: 3 clusters Score -1229422 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1229855.625000 Penalty: 4476.745117
	Iteration 4F: 3 clusters Score -1229856 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1230196.250000 Penalty: 4476.745117
	Iteration 5F: 3 clusters Score -1230196 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1230498.250000 Penalty: 4476.745117
	Iteration 6Q: 3 clusters Score -1230498 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1230814.250000 Penalty: 4476.745117
	Iteration 7Q: 3 clusters Score -1230814 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1231099.375000 Penalty: 4476.745117
	Iteration 8Q: 3 clusters Score -1231099 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1231337.750000 Penalty: 4476.745117
	Iteration 9Q: 3 clusters Score -1231338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1231525.000000 Penalty: 4476.745117
	Iteration 10Q: 3 clusters Score -1231525 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1231643.250000 Penalty: 4476.745117
	Iteration 11Q: 3 clusters Score -1231643 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1231737.750000 Penalty: 4476.745117
	Iteration 12Q: 3 clusters Score -1231738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1231813.750000 Penalty: 4476.745117
	Iteration 13Q: 3 clusters Score -1231814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1231860.125000 Penalty: 4476.745117
	Iteration 14Q: 3 clusters Score -1231860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1231911.000000 Penalty: 4476.745117
	Iteration 15Q: 3 clusters Score -1231911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1231964.250000 Penalty: 4476.745117
	Iteration 16Q: 3 clusters Score -1231964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1232037.750000 Penalty: 4476.745117
	Iteration 17Q: 3 clusters Score -1232038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1232114.250000 Penalty: 4476.745117
	Iteration 18Q: 3 clusters Score -1232114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1232183.375000 Penalty: 4476.745117
	Iteration 19Q: 3 clusters Score -1232183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1232247.625000 Penalty: 4476.745117
	Iteration 20F: 3 clusters Score -1232248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1232284.125000 Penalty: 4476.745117
	Iteration 21Q: 3 clusters Score -1232284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1232318.250000 Penalty: 4476.745117
	Iteration 22Q: 3 clusters Score -1232318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1232337.625000 Penalty: 4476.745117
	Iteration 23Q: 3 clusters Score -1232338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1232351.875000 Penalty: 4476.745117
	Iteration 24Q: 3 clusters Score -1232352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1232363.500000 Penalty: 4476.745117
	Iteration 25Q: 3 clusters Score -1232364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1232366.125000 Penalty: 4476.745117
	Iteration 26Q: 3 clusters Score -1232366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1232374.000000 Penalty: 4476.745117
	Iteration 27Q: 3 clusters Score -1232374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1232377.250000 Penalty: 4476.745117
	Iteration 28Q: 3 clusters Score -1232377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1232378.500000 Penalty: 4476.745117
	Iteration 29Q: 3 clusters Score -1232378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1232380.250000 Penalty: 4476.745117
	Iteration 30Q: 3 clusters Score -1232380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1232380.250000 Penalty: 4476.745117
	Iteration 31F: 3 clusters Score -1232380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Entering Unmasked Estep 
Score: -9725155.000000 Penalty: 2740.139893
	Iteration 0F: 2 clusters Score -9725155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -9682875.000000 Penalty: 5480.279785
	Iteration 0F: 3 clusters Score -9682875 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -9699370.000000 Penalty: 5480.279785
	Iteration 1F: 3 clusters Score -9699370 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -9700129.000000 Penalty: 5480.279785
	Iteration 2Q: 3 clusters Score -9700129 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -9700940.000000 Penalty: 5480.279785
	Iteration 3Q: 3 clusters Score -9700940 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -9701707.000000 Penalty: 5480.279785
	Iteration 4Q: 3 clusters Score -9701707 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -9702489.000000 Penalty: 5480.279785
	Iteration 5Q: 3 clusters Score -9702489 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -9703380.000000 Penalty: 5480.279785
	Iteration 6Q: 3 clusters Score -9703380 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9704433.000000 Penalty: 5480.279785
	Iteration 7Q: 3 clusters Score -9704433 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9705519.000000 Penalty: 5480.279785
	Iteration 8Q: 3 clusters Score -9705519 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9706916.000000 Penalty: 5480.279785
	Iteration 9Q: 3 clusters Score -9706916 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -9708879.000000 Penalty: 5480.279785
	Iteration 10F: 3 clusters Score -9708879 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -9711476.000000 Penalty: 5480.279785
	Iteration 11F: 3 clusters Score -9711476 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -9714247.000000 Penalty: 5480.279785
	Iteration 12F: 3 clusters Score -9714247 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -9716836.000000 Penalty: 5480.279785
	Iteration 13F: 3 clusters Score -9716836 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -9718978.000000 Penalty: 5480.279785
	Iteration 14Q: 3 clusters Score -9718978 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -9720518.000000 Penalty: 5480.279785
	Iteration 15Q: 3 clusters Score -9720518 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -9721485.000000 Penalty: 5480.279785
	Iteration 16Q: 3 clusters Score -9721485 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -9721996.000000 Penalty: 5480.279785
	Iteration 17Q: 3 clusters Score -9721996 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -9722238.000000 Penalty: 5480.279785
	Iteration 18Q: 3 clusters Score -9722238 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -9722400.000000 Penalty: 5480.279785
	Iteration 19Q: 3 clusters Score -9722400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -9722530.000000 Penalty: 5480.279785
	Iteration 20F: 3 clusters Score -9722530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -9722608.000000 Penalty: 5480.279785
	Iteration 21Q: 3 clusters Score -9722608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -9722674.000000 Penalty: 5480.279785
	Iteration 22Q: 3 clusters Score -9722674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -9722709.000000 Penalty: 5480.279785
	Iteration 23Q: 3 clusters Score -9722709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -9722749.000000 Penalty: 5480.279785
	Iteration 24Q: 3 clusters Score -9722749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -9722796.000000 Penalty: 5480.279785
	Iteration 25Q: 3 clusters Score -9722796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -9722817.000000 Penalty: 5480.279785
	Iteration 26Q: 3 clusters Score -9722817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -9722829.000000 Penalty: 5480.279785
	Iteration 27Q: 3 clusters Score -9722829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -9722846.000000 Penalty: 5480.279785
	Iteration 28Q: 3 clusters Score -9722846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -9722858.000000 Penalty: 5480.279785
	Iteration 29Q: 3 clusters Score -9722858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -9722869.000000 Penalty: 5480.279785
	Iteration 30Q: 3 clusters Score -9722869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -9722876.000000 Penalty: 5480.279785
	Iteration 31Q: 3 clusters Score -9722876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -9722874.000000 Penalty: 5480.279785
	Iteration 32Q: 3 clusters Score -9722874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -9722871.000000 Penalty: 5480.279785
	Iteration 33Q: 3 clusters Score -9722871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -9722878.000000 Penalty: 5480.279785
	Iteration 34Q: 3 clusters Score -9722878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -9722880.000000 Penalty: 5480.279785
	Iteration 35Q: 3 clusters Score -9722880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -9722890.000000 Penalty: 5480.279785
	Iteration 36Q: 3 clusters Score -9722890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9722889.000000 Penalty: 5480.279785
	Iteration 37Q: 3 clusters Score -9722889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9722889.000000 Penalty: 5480.279785
	Iteration 38F: 3 clusters Score -9722889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -192921.781250 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -192921.8 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 659 members 
Entering Unmasked Estep 
Score: -190720.250000 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -190720.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191100.265625 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -191100.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191258.187500 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -191258.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191360.984375 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -191361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191432.734375 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -191432.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191512.156250 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -191512.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191585.843750 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -191585.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191660.468750 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -191660.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191694.640625 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -191694.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -191740.187500 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -191740.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191801.671875 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -191801.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191886.234375 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -191886.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191942.187500 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -191942.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191995.859375 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -191995.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192051.609375 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -192051.6 nChanged 24
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: -192092.859375 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -192092.9 nChanged 23
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: -192126.234375 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -192126.2 nChanged 16
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: -192144.687500 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -192144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192152.968750 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -192153 nChanged 7
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: -192165.375000 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -192165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -192179.250000 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -192179.2 nChanged 7
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: -192188.828125 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -192188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192193.265625 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -192193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192197.734375 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -192197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192198.750000 Penalty: 3579.488037
	Iteration 24Q: 3 clusters Score -192198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -192200.500000 Penalty: 3579.488037
	Iteration 25Q: 3 clusters Score -192200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192206.984375 Penalty: 3579.488037
	Iteration 26Q: 3 clusters Score -192207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192215.000000 Penalty: 3579.488037
	Iteration 27Q: 3 clusters Score -192215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192217.765625 Penalty: 3579.488037
	Iteration 28Q: 3 clusters Score -192217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192217.765625 Penalty: 3579.488037
	Iteration 29F: 3 clusters Score -192217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Entering Unmasked Estep 
Score: -5928045.500000 Penalty: 2616.286865
	Iteration 0F: 2 clusters Score -5928046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -5902103.500000 Penalty: 5232.573730
	Iteration 0F: 3 clusters Score -5902104 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5911674.000000 Penalty: 5232.573730
	Iteration 1F: 3 clusters Score -5911674 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5912378.500000 Penalty: 5232.573730
	Iteration 2Q: 3 clusters Score -5912378 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5913150.500000 Penalty: 5232.573730
	Iteration 3Q: 3 clusters Score -5913150 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -5913915.500000 Penalty: 5232.573730
	Iteration 4Q: 3 clusters Score -5913916 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5914749.000000 Penalty: 5232.573730
	Iteration 5Q: 3 clusters Score -5914749 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5915574.000000 Penalty: 5232.573730
	Iteration 6Q: 3 clusters Score -5915574 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5916428.500000 Penalty: 5232.573730
	Iteration 7Q: 3 clusters Score -5916428 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -5917266.000000 Penalty: 5232.573730
	Iteration 8Q: 3 clusters Score -5917266 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5918070.000000 Penalty: 5232.573730
	Iteration 9Q: 3 clusters Score -5918070 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -5918701.500000 Penalty: 5232.573730
	Iteration 10Q: 3 clusters Score -5918702 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5919263.000000 Penalty: 5232.573730
	Iteration 11Q: 3 clusters Score -5919263 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -5919747.000000 Penalty: 5232.573730
	Iteration 12Q: 3 clusters Score -5919747 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5920193.000000 Penalty: 5232.573730
	Iteration 13Q: 3 clusters Score -5920193 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5920596.500000 Penalty: 5232.573730
	Iteration 14Q: 3 clusters Score -5920596 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5920958.000000 Penalty: 5232.573730
	Iteration 15Q: 3 clusters Score -5920958 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5921375.000000 Penalty: 5232.573730
	Iteration 16Q: 3 clusters Score -5921375 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5921832.500000 Penalty: 5232.573730
	Iteration 17Q: 3 clusters Score -5921832 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5922351.000000 Penalty: 5232.573730
	Iteration 18Q: 3 clusters Score -5922351 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -5922872.500000 Penalty: 5232.573730
	Iteration 19Q: 3 clusters Score -5922872 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5923380.000000 Penalty: 5232.573730
	Iteration 20F: 3 clusters Score -5923380 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -5923813.500000 Penalty: 5232.573730
	Iteration 21Q: 3 clusters Score -5923814 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -5924161.000000 Penalty: 5232.573730
	Iteration 22Q: 3 clusters Score -5924161 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5924485.000000 Penalty: 5232.573730
	Iteration 23Q: 3 clusters Score -5924485 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -5924828.000000 Penalty: 5232.573730
	Iteration 24Q: 3 clusters Score -5924828 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5925134.000000 Penalty: 5232.573730
	Iteration 25Q: 3 clusters Score -5925134 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -5925374.000000 Penalty: 5232.573730
	Iteration 26Q: 3 clusters Score -5925374 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -5925606.500000 Penalty: 5232.573730
	Iteration 27Q: 3 clusters Score -5925606 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -5925735.500000 Penalty: 5232.573730
	Iteration 28Q: 3 clusters Score -5925736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -5925862.500000 Penalty: 5232.573730
	Iteration 29Q: 3 clusters Score -5925862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5925923.500000 Penalty: 5232.573730
	Iteration 30Q: 3 clusters Score -5925924 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5926014.000000 Penalty: 5232.573730
	Iteration 31Q: 3 clusters Score -5926014 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -5926077.000000 Penalty: 5232.573730
	Iteration 32Q: 3 clusters Score -5926077 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5926145.500000 Penalty: 5232.573730
	Iteration 33Q: 3 clusters Score -5926146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5926188.500000 Penalty: 5232.573730
	Iteration 34Q: 3 clusters Score -5926188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5926230.500000 Penalty: 5232.573730
	Iteration 35Q: 3 clusters Score -5926230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -5926278.500000 Penalty: 5232.573730
	Iteration 36Q: 3 clusters Score -5926278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5926320.500000 Penalty: 5232.573730
	Iteration 37Q: 3 clusters Score -5926320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5926344.500000 Penalty: 5232.573730
	Iteration 38Q: 3 clusters Score -5926344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5926352.000000 Penalty: 5232.573730
	Iteration 39Q: 3 clusters Score -5926352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5926371.000000 Penalty: 5232.573730
	Iteration 40F: 3 clusters Score -5926371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -5926378.000000 Penalty: 5232.573730
	Iteration 41Q: 3 clusters Score -5926378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5926375.000000 Penalty: 5232.573730
	Iteration 42Q: 3 clusters Score -5926375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5926393.000000 Penalty: 5232.573730
	Iteration 43Q: 3 clusters Score -5926393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5926407.500000 Penalty: 5232.573730
	Iteration 44Q: 3 clusters Score -5926408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5926406.500000 Penalty: 5232.573730
	Iteration 45Q: 3 clusters Score -5926406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5926409.500000 Penalty: 5232.573730
	Iteration 46Q: 3 clusters Score -5926410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5926409.500000 Penalty: 5232.573730
	Iteration 47Q: 3 clusters Score -5926410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5926410.000000 Penalty: 5232.573730
	Iteration 48Q: 3 clusters Score -5926410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5926422.500000 Penalty: 5232.573730
	Iteration 49Q: 3 clusters Score -5926422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -5926419.500000 Penalty: 5232.573730
	Iteration 50Q: 3 clusters Score -5926420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5926429.000000 Penalty: 5232.573730
	Iteration 51Q: 3 clusters Score -5926429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -5926432.000000 Penalty: 5232.573730
	Iteration 52Q: 3 clusters Score -5926432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5926432.500000 Penalty: 5232.573730
	Iteration 53Q: 3 clusters Score -5926432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5926431.500000 Penalty: 5232.573730
	Iteration 54Q: 3 clusters Score -5926432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5926429.500000 Penalty: 5232.573730
	Iteration 55Q: 3 clusters Score -5926430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5926428.000000 Penalty: 5232.573730
	Iteration 56Q: 3 clusters Score -5926428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -5926424.000000 Penalty: 5232.573730
	Iteration 57Q: 3 clusters Score -5926424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5926429.000000 Penalty: 5232.573730
	Iteration 58Q: 3 clusters Score -5926429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5926431.500000 Penalty: 5232.573730
	Iteration 59Q: 3 clusters Score -5926432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5926434.000000 Penalty: 5232.573730
	Iteration 60F: 3 clusters Score -5926434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5926441.000000 Penalty: 5232.573730
	Iteration 61Q: 3 clusters Score -5926441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5926439.500000 Penalty: 5232.573730
	Iteration 62Q: 3 clusters Score -5926440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5926440.500000 Penalty: 5232.573730
	Iteration 63Q: 3 clusters Score -5926440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -5926442.500000 Penalty: 5232.573730
	Iteration 64Q: 3 clusters Score -5926442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5926445.500000 Penalty: 5232.573730
	Iteration 65Q: 3 clusters Score -5926446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -5926439.000000 Penalty: 5232.573730
	Iteration 66Q: 3 clusters Score -5926439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5926437.000000 Penalty: 5232.573730
	Iteration 67Q: 3 clusters Score -5926437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5926437.000000 Penalty: 5232.573730
	Iteration 68F: 3 clusters Score -5926437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Entering Unmasked Estep 
Score: -16338205.000000 Penalty: 2863.801758
	Iteration 0F: 2 clusters Score -1.63382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -16274080.000000 Penalty: 5727.603516
	Iteration 0F: 3 clusters Score -1.627408e+07 nChanged 48923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -16302504.000000 Penalty: 5727.603516
	Iteration 1F: 3 clusters Score -1.63025e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -16303719.000000 Penalty: 5727.603516
	Iteration 2Q: 3 clusters Score -1.630372e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -16305482.000000 Penalty: 5727.603516
	Iteration 3Q: 3 clusters Score -1.630548e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -16307720.000000 Penalty: 5727.603516
	Iteration 4F: 3 clusters Score -1.630772e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -16310576.000000 Penalty: 5727.603516
	Iteration 5F: 3 clusters Score -1.631058e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -16313907.000000 Penalty: 5727.603516
	Iteration 6F: 3 clusters Score -1.631391e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -16317640.000000 Penalty: 5727.603516
	Iteration 7F: 3 clusters Score -1.631764e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -16321359.000000 Penalty: 5727.603516
	Iteration 8F: 3 clusters Score -1.632136e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -16325075.000000 Penalty: 5727.603516
	Iteration 9F: 3 clusters Score -1.632508e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -16328359.000000 Penalty: 5727.603516
	Iteration 10Q: 3 clusters Score -1.632836e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -16330918.000000 Penalty: 5727.603516
	Iteration 11Q: 3 clusters Score -1.633092e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -16332806.000000 Penalty: 5727.603516
	Iteration 12Q: 3 clusters Score -1.633281e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -16334060.000000 Penalty: 5727.603516
	Iteration 13Q: 3 clusters Score -1.633406e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -16334712.000000 Penalty: 5727.603516
	Iteration 14Q: 3 clusters Score -1.633471e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -16335103.000000 Penalty: 5727.603516
	Iteration 15Q: 3 clusters Score -1.63351e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -16335355.000000 Penalty: 5727.603516
	Iteration 16Q: 3 clusters Score -1.633536e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -16335465.000000 Penalty: 5727.603516
	Iteration 17Q: 3 clusters Score -1.633546e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -16335608.000000 Penalty: 5727.603516
	Iteration 18Q: 3 clusters Score -1.633561e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -16335679.000000 Penalty: 5727.603516
	Iteration 19Q: 3 clusters Score -1.633568e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -16335732.000000 Penalty: 5727.603516
	Iteration 20F: 3 clusters Score -1.633573e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -16335813.000000 Penalty: 5727.603516
	Iteration 21Q: 3 clusters Score -1.633581e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -16335879.000000 Penalty: 5727.603516
	Iteration 22Q: 3 clusters Score -1.633588e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -16335933.000000 Penalty: 5727.603516
	Iteration 23Q: 3 clusters Score -1.633593e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -16335939.000000 Penalty: 5727.603516
	Iteration 24Q: 3 clusters Score -1.633594e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -16335971.000000 Penalty: 5727.603516
	Iteration 25Q: 3 clusters Score -1.633597e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -16336012.000000 Penalty: 5727.603516
	Iteration 26Q: 3 clusters Score -1.633601e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -16336048.000000 Penalty: 5727.603516
	Iteration 27Q: 3 clusters Score -1.633605e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -16336053.000000 Penalty: 5727.603516
	Iteration 28Q: 3 clusters Score -1.633605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -16336065.000000 Penalty: 5727.603516
	Iteration 29Q: 3 clusters Score -1.633606e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -16336082.000000 Penalty: 5727.603516
	Iteration 30Q: 3 clusters Score -1.633608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -16336091.000000 Penalty: 5727.603516
	Iteration 31Q: 3 clusters Score -1.633609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -16336129.000000 Penalty: 5727.603516
	Iteration 32Q: 3 clusters Score -1.633613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -16336124.000000 Penalty: 5727.603516
	Iteration 33Q: 3 clusters Score -1.633612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -16336126.000000 Penalty: 5727.603516
	Iteration 34Q: 3 clusters Score -1.633613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -16336142.000000 Penalty: 5727.603516
	Iteration 35Q: 3 clusters Score -1.633614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -16336131.000000 Penalty: 5727.603516
	Iteration 36Q: 3 clusters Score -1.633613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -16336129.000000 Penalty: 5727.603516
	Iteration 37Q: 3 clusters Score -1.633613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -16336116.000000 Penalty: 5727.603516
	Iteration 38Q: 3 clusters Score -1.633612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -16336126.000000 Penalty: 5727.603516
	Iteration 39Q: 3 clusters Score -1.633613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -16336127.000000 Penalty: 5727.603516
	Iteration 40F: 3 clusters Score -1.633613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -16336129.000000 Penalty: 5727.603516
	Iteration 41Q: 3 clusters Score -1.633613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -16336134.000000 Penalty: 5727.603516
	Iteration 42Q: 3 clusters Score -1.633613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -16336121.000000 Penalty: 5727.603516
	Iteration 43Q: 3 clusters Score -1.633612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -16336138.000000 Penalty: 5727.603516
	Iteration 44Q: 3 clusters Score -1.633614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -16336134.000000 Penalty: 5727.603516
	Iteration 45Q: 3 clusters Score -1.633613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -16336124.000000 Penalty: 5727.603516
	Iteration 46Q: 3 clusters Score -1.633612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -16336118.000000 Penalty: 5727.603516
	Iteration 47Q: 3 clusters Score -1.633612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -16336117.000000 Penalty: 5727.603516
	Iteration 48Q: 3 clusters Score -1.633612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -16336126.000000 Penalty: 5727.603516
	Iteration 49Q: 3 clusters Score -1.633613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -16336120.000000 Penalty: 5727.603516
	Iteration 50Q: 3 clusters Score -1.633612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -16336124.000000 Penalty: 5727.603516
	Iteration 51Q: 3 clusters Score -1.633612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -16336117.000000 Penalty: 5727.603516
	Iteration 52Q: 3 clusters Score -1.633612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -16336125.000000 Penalty: 5727.603516
	Iteration 53Q: 3 clusters Score -1.633612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -16336129.000000 Penalty: 5727.603516
	Iteration 54Q: 3 clusters Score -1.633613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -16336125.000000 Penalty: 5727.603516
	Iteration 55Q: 3 clusters Score -1.633612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -16336123.000000 Penalty: 5727.603516
	Iteration 56Q: 3 clusters Score -1.633612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -16336123.000000 Penalty: 5727.603516
	Iteration 57F: 3 clusters Score -1.633612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -966883.000000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -966883 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 3287 members 
Entering Unmasked Estep 
Score: -961340.500000 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -961340.5 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -962816.812500 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -962816.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -963199.375000 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -963199.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -963461.687500 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -963461.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -963634.812500 Penalty: 4358.385254
	Iteration 4Q: 3 clusters Score -963634.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -963751.375000 Penalty: 4358.385254
	Iteration 5Q: 3 clusters Score -963751.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -963849.250000 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -963849.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -963937.125000 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -963937.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -964028.812500 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -964028.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -964142.062500 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -964142.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -964227.625000 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -964227.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -964310.625000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -964310.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -964413.437500 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -964413.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -964529.750000 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -964529.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -964635.937500 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -964635.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -964755.875000 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -964755.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -964880.500000 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -964880.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -965022.250000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -965022.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -965185.062500 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -965185.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -965346.562500 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -965346.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -965512.187500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -965512.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -965682.187500 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -965682.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -965841.750000 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -965841.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -965963.000000 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -965963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -966022.562500 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -966022.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -966050.812500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -966050.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -966060.312500 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -966060.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -966066.187500 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -966066.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -966073.437500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -966073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -966074.875000 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -966074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -966077.687500 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -966077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -966078.062500 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -966078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -966077.375000 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -966077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -966078.125000 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -966078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -966077.000000 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -966077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -966077.937500 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -966077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -966077.187500 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -966077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -966077.187500 Penalty: 4358.385254
	Iteration 37F: 3 clusters Score -966077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Entering Unmasked Estep 
Score: -8348422.500000 Penalty: 2698.424072
	Iteration 0F: 2 clusters Score -8348422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -8312708.500000 Penalty: 5396.848145
	Iteration 0F: 3 clusters Score -8312708 nChanged 24490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -8326469.500000 Penalty: 5396.848145
	Iteration 1F: 3 clusters Score -8326470 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -8327276.500000 Penalty: 5396.848145
	Iteration 2Q: 3 clusters Score -8327276 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -8328476.500000 Penalty: 5396.848145
	Iteration 3F: 3 clusters Score -8328476 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8330434.500000 Penalty: 5396.848145
	Iteration 4F: 3 clusters Score -8330434 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -8333251.000000 Penalty: 5396.848145
	Iteration 5F: 3 clusters Score -8333251 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8336538.500000 Penalty: 5396.848145
	Iteration 6F: 3 clusters Score -8336538 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8339808.000000 Penalty: 5396.848145
	Iteration 7F: 3 clusters Score -8339808 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -8342409.000000 Penalty: 5396.848145
	Iteration 8F: 3 clusters Score -8342409 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -8344052.000000 Penalty: 5396.848145
	Iteration 9Q: 3 clusters Score -8344052 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -8345044.500000 Penalty: 5396.848145
	Iteration 10Q: 3 clusters Score -8345044 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -8345606.000000 Penalty: 5396.848145
	Iteration 11Q: 3 clusters Score -8345606 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -8345956.500000 Penalty: 5396.848145
	Iteration 12Q: 3 clusters Score -8345956 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -8346158.500000 Penalty: 5396.848145
	Iteration 13Q: 3 clusters Score -8346158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -8346309.500000 Penalty: 5396.848145
	Iteration 14Q: 3 clusters Score -8346310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -8346390.000000 Penalty: 5396.848145
	Iteration 15Q: 3 clusters Score -8346390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -8346422.000000 Penalty: 5396.848145
	Iteration 16Q: 3 clusters Score -8346422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -8346458.000000 Penalty: 5396.848145
	Iteration 17Q: 3 clusters Score -8346458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -8346478.000000 Penalty: 5396.848145
	Iteration 18Q: 3 clusters Score -8346478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8346479.000000 Penalty: 5396.848145
	Iteration 19Q: 3 clusters Score -8346479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -8346496.500000 Penalty: 5396.848145
	Iteration 20F: 3 clusters Score -8346496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -8346509.000000 Penalty: 5396.848145
	Iteration 21Q: 3 clusters Score -8346509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -8346517.000000 Penalty: 5396.848145
	Iteration 22Q: 3 clusters Score -8346517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -8346519.500000 Penalty: 5396.848145
	Iteration 23Q: 3 clusters Score -8346520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -8346521.500000 Penalty: 5396.848145
	Iteration 24Q: 3 clusters Score -8346522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -8346535.500000 Penalty: 5396.848145
	Iteration 25Q: 3 clusters Score -8346536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8346531.500000 Penalty: 5396.848145
	Iteration 26Q: 3 clusters Score -8346532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -8346537.000000 Penalty: 5396.848145
	Iteration 27Q: 3 clusters Score -8346537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -8346542.000000 Penalty: 5396.848145
	Iteration 28Q: 3 clusters Score -8346542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -8346532.500000 Penalty: 5396.848145
	Iteration 29Q: 3 clusters Score -8346532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -8346537.500000 Penalty: 5396.848145
	Iteration 30Q: 3 clusters Score -8346538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -8346536.000000 Penalty: 5396.848145
	Iteration 31Q: 3 clusters Score -8346536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -8346536.000000 Penalty: 5396.848145
	Iteration 32F: 3 clusters Score -8346536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -1116022.500000 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -1116022 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 3787 members 
Entering Unmasked Estep 
Score: -1109979.750000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -1109980 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1111735.625000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -1111736 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1112149.375000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -1112149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1112473.625000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -1112474 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1112822.250000 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -1112822 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1113259.250000 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -1113259 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1113770.000000 Penalty: 4426.761230
	Iteration 6F: 3 clusters Score -1113770 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1114318.625000 Penalty: 4426.761230
	Iteration 7F: 3 clusters Score -1114319 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1114925.125000 Penalty: 4426.761230
	Iteration 8F: 3 clusters Score -1114925 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1115359.625000 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -1115360 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1115668.125000 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -1115668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1115938.250000 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -1115938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1116120.625000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -1116121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1116232.625000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -1116233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1116277.750000 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -1116278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1116299.875000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -1116300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1116302.375000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -1116302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1116306.000000 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -1116306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1116305.500000 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -1116306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1116306.625000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -1116307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1116306.625000 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -1116307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21500 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28552 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62878 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103527 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 53143 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63827 members 
Mstep: Class 25 contains 20789 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7753 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 26193 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7319 members 
Mstep: Class 36 contains 85956 members 
Mstep: Class 37 contains 14390 members 
Mstep: Class 38 contains 7194 members 
Mstep: Class 39 contains 33368 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52623 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8414 members 
Mstep: Class 44 contains 6785 members 
Mstep: Class 45 contains 13442 members 
Mstep: Class 46 contains 14815 members 
Mstep: Class 47 contains 5009 members 
Entering Unmasked Estep 
Score: -120402256.000000 Penalty: 158369.359375
Splitting cluster 22 changes total score from -120403240.000000 to -120402256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -44145.640625 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -44145.64 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 181 members 
Entering Unmasked Estep 
Score: -42865.367188 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -42865.37 nChanged 69
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: -43119.496094 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -43119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43172.464844 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -43172.46 nChanged 8
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: -43201.527344 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -43201.53 nChanged 9
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: -43249.101562 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -43249.1 nChanged 7
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: -43268.171875 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -43268.17 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: -43281.750000 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -43281.75 nChanged 3
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: -43301.734375 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -43301.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43343.585938 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -43343.59 nChanged 6
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: -43378.304688 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -43378.3 nChanged 3
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: -43386.074219 Penalty: 2924.988281
	Iteration 10Q: 3 clusters Score -43386.07 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: -43386.781250 Penalty: 2924.988281
	Iteration 11Q: 3 clusters Score -43386.78 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: -43386.781250 Penalty: 2924.988281
	Iteration 12F: 3 clusters Score -43386.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Entering Unmasked Estep 
Score: -9946565.000000 Penalty: 2743.854980
	Iteration 0F: 2 clusters Score -9946565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -9903680.000000 Penalty: 5487.709961
	Iteration 0F: 3 clusters Score -9903680 nChanged 29800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -9920875.000000 Penalty: 5487.709961
	Iteration 1F: 3 clusters Score -9920875 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -9921820.000000 Penalty: 5487.709961
	Iteration 2Q: 3 clusters Score -9921820 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9922722 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9923900 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9925326 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9926973 nChanged 3398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9928840 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9930445 nChanged 3182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9931941 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9933215 nChanged 2296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9933989 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9934554 nChanged 1544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9934886 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9935223 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9935602 nChanged 1242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9935900 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9936338 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -9936720.000000 Penalty: 5487.709961
	Iteration 18Q: 3 clusters Score -9936720 nChanged 1435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -9937182.000000 Penalty: 5487.709961
	Iteration 19Q: 3 clusters Score -9937182 nChanged 1543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -9937631.000000 Penalty: 5487.709961
	Iteration 20F: 3 clusters Score -9937631 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -9938151.000000 Penalty: 5487.709961
	Iteration 21Q: 3 clusters Score -9938151 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -9938725.000000 Penalty: 5487.709961
	Iteration 22Q: 3 clusters Score -9938725 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -9939293.000000 Penalty: 5487.709961
	Iteration 23Q: 3 clusters Score -9939293 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -9939922.000000 Penalty: 5487.709961
	Iteration 24Q: 3 clusters Score -9939922 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9940545 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9941203.000000 Penalty: 5487.709961
	Iteration 26Q: 3 clusters Score -9941203 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9941766 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -9942321.000000 Penalty: 5487.709961
	Iteration 28Q: 3 clusters Score -9942321 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9942768 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -9943147.000000 Penalty: 5487.709961
	Iteration 30Q: 3 clusters Score -9943147 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -9943396.000000 Penalty: 5487.709961
	Iteration 31Q: 3 clusters Score -9943396 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -9943622.000000 Penalty: 5487.709961
	Iteration 32Q: 3 clusters Score -9943622 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -9943891.000000 Penalty: 5487.709961
	Iteration 33Q: 3 clusters Score -9943891 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9944042 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9944166 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9944273 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9944365 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9944415 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9944451 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9944476 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9944501 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -9944538.000000 Penalty: 5487.709961
	Iteration 42Q: 3 clusters Score -9944538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -9944544.000000 Penalty: 5487.709961
	Iteration 43Q: 3 clusters Score -9944544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -9944585.000000 Penalty: 5487.709961
	Iteration 44Q: 3 clusters Score -9944585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -9944608.000000 Penalty: 5487.709961
	Iteration 45Q: 3 clusters Score -9944608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -9944598.000000 Penalty: 5487.709961
	Iteration 46Q: 3 clusters Score -9944598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -9944630.000000 Penalty: 5487.709961
	Iteration 47Q: 3 clusters Score -9944630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -9944646.000000 Penalty: 5487.709961
	Iteration 48Q: 3 clusters Score -9944646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -9944659.000000 Penalty: 5487.709961
	Iteration 49Q: 3 clusters Score -9944659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9944677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9944690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -9944712.000000 Penalty: 5487.709961
	Iteration 52Q: 3 clusters Score -9944712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -9944713.000000 Penalty: 5487.709961
	Iteration 53Q: 3 clusters Score -9944713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -9944710.000000 Penalty: 5487.709961
	Iteration 54Q: 3 clusters Score -9944710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -9944711.000000 Penalty: 5487.709961
	Iteration 55Q: 3 clusters Score -9944711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -9944705.000000 Penalty: 5487.709961
	Iteration 56Q: 3 clusters Score -9944705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -9944700.000000 Penalty: 5487.709961
	Iteration 57Q: 3 clusters Score -9944700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -9944698.000000 Penalty: 5487.709961
	Iteration 58Q: 3 clusters Score -9944698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -9944711.000000 Penalty: 5487.709961
	Iteration 59Q: 3 clusters Score -9944711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -9944716.000000 Penalty: 5487.709961
	Iteration 60F: 3 clusters Score -9944716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -9944706.000000 Penalty: 5487.709961
	Iteration 61Q: 3 clusters Score -9944706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -9944705.000000 Penalty: 5487.709961
	Iteration 62Q: 3 clusters Score -9944705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -9944714.000000 Penalty: 5487.709961
	Iteration 63Q: 3 clusters Score -9944714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -9944713.000000 Penalty: 5487.709961
	Iteration 64Q: 3 clusters Score -9944713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9944714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9944714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -9944723.000000 Penalty: 5487.709961
	Iteration 67Q: 3 clusters Score -9944723 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -9944719.000000 Penalty: 5487.709961
	Iteration 68Q: 3 clusters Score -9944719 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -9944723.000000 Penalty: 5487.709961
	Iteration 69Q: 3 clusters Score -9944723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -9944726.000000 Penalty: 5487.709961
	Iteration 70Q: 3 clusters Score -9944726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -9944729.000000 Penalty: 5487.709961
	Iteration 71Q: 3 clusters Score -9944729 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -9944743.000000 Penalty: 5487.709961
	Iteration 72Q: 3 clusters Score -9944743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -9944738.000000 Penalty: 5487.709961
	Iteration 73Q: 3 clusters Score -9944738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9944743 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9944744 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9944745 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9944746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9944749 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9944748 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9944753.000000 Penalty: 5487.709961
	Iteration 80F: 3 clusters Score -9944753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9944749 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9944743 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9944748 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -9944751.000000 Penalty: 5487.709961
	Iteration 84Q: 3 clusters Score -9944751 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9944752 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9944752 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -9944755.000000 Penalty: 5487.709961
	Iteration 87Q: 3 clusters Score -9944755 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9944758 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -9944760.000000 Penalty: 5487.709961
	Iteration 89Q: 3 clusters Score -9944760 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9944766 nChanged 0
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Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -9944766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -3250848.500000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -3250848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10312 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3236433 nChanged 9085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10257 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3241409 nChanged 1230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3242016 nChanged 1250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3242758.500000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -3242758 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3243645.250000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -3243645 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3244582.750000 Penalty: 4931.321289
	Iteration 5F: 3 clusters Score -3244583 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3245337.250000 Penalty: 4931.321289
	Iteration 6F: 3 clusters Score -3245337 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3245856.750000 Penalty: 4931.321289
	Iteration 7F: 3 clusters Score -3245857 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3246163.000000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -3246163 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3246364.250000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -3246364 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3246497.250000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -3246497 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3246592.250000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -3246592 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3246651.750000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -3246652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3246728.500000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -3246728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3246785.250000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -3246785 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3246833.250000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -3246833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3246873.500000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -3246874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3246918.250000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -3246918 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3246951.000000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -3246951 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3246990.500000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -3246990 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3247033.500000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -3247034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3247089.000000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -3247089 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3247154.750000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -3247155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3247204.500000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -3247204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3247254.750000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -3247255 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3247317.500000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -3247318 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3247369.750000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -3247370 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3247439.750000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -3247440 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3247505.000000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -3247505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3247578.000000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -3247578 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3247670.250000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -3247670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3247767.000000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -3247767 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3247877.750000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -3247878 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3247977.250000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -3247977 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3248055.500000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -3248056 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3248137.000000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -3248137 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3248233.500000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -3248234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3248343.750000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -3248344 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3248445.750000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -3248446 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3248536.000000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -3248536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3248630.500000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -3248630 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3248721.000000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -3248721 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3248782.000000 Penalty: 4931.321289
	Iteration 42Q: 3 clusters Score -3248782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3248828.250000 Penalty: 4931.321289
	Iteration 43Q: 3 clusters Score -3248828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3248846.250000 Penalty: 4931.321289
	Iteration 44Q: 3 clusters Score -3248846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3248878.000000 Penalty: 4931.321289
	Iteration 45Q: 3 clusters Score -3248878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3248903.000000 Penalty: 4931.321289
	Iteration 46Q: 3 clusters Score -3248903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3248915.500000 Penalty: 4931.321289
	Iteration 47Q: 3 clusters Score -3248916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3248936.500000 Penalty: 4931.321289
	Iteration 48Q: 3 clusters Score -3248936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3248943.000000 Penalty: 4931.321289
	Iteration 49Q: 3 clusters Score -3248943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3248959.000000 Penalty: 4931.321289
	Iteration 50Q: 3 clusters Score -3248959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3248971.750000 Penalty: 4931.321289
	Iteration 51Q: 3 clusters Score -3248972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3248979.750000 Penalty: 4931.321289
	Iteration 52Q: 3 clusters Score -3248980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3248984.000000 Penalty: 4931.321289
	Iteration 53Q: 3 clusters Score -3248984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3248998.750000 Penalty: 4931.321289
	Iteration 54Q: 3 clusters Score -3248999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3249009.500000 Penalty: 4931.321289
	Iteration 55Q: 3 clusters Score -3249010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3249026.000000 Penalty: 4931.321289
	Iteration 56Q: 3 clusters Score -3249026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3249029.000000 Penalty: 4931.321289
	Iteration 57Q: 3 clusters Score -3249029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3249040.250000 Penalty: 4931.321289
	Iteration 58Q: 3 clusters Score -3249040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3249044.000000 Penalty: 4931.321289
	Iteration 59Q: 3 clusters Score -3249044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3249051.250000 Penalty: 4931.321289
	Iteration 60F: 3 clusters Score -3249051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3249059.750000 Penalty: 4931.321289
	Iteration 61Q: 3 clusters Score -3249060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3249057.250000 Penalty: 4931.321289
	Iteration 62Q: 3 clusters Score -3249057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3249060.000000 Penalty: 4931.321289
	Iteration 63Q: 3 clusters Score -3249060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3249068.500000 Penalty: 4931.321289
	Iteration 64Q: 3 clusters Score -3249068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3249071.250000 Penalty: 4931.321289
	Iteration 65Q: 3 clusters Score -3249071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3249081.500000 Penalty: 4931.321289
	Iteration 66Q: 3 clusters Score -3249082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3249083.750000 Penalty: 4931.321289
	Iteration 67Q: 3 clusters Score -3249084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3249086.000000 Penalty: 4931.321289
	Iteration 68Q: 3 clusters Score -3249086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3249093.750000 Penalty: 4931.321289
	Iteration 69Q: 3 clusters Score -3249094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3249091.750000 Penalty: 4931.321289
	Iteration 70Q: 3 clusters Score -3249092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3249099.250000 Penalty: 4931.321289
	Iteration 71Q: 3 clusters Score -3249099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3249102.000000 Penalty: 4931.321289
	Iteration 72Q: 3 clusters Score -3249102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3249114.750000 Penalty: 4931.321289
	Iteration 73Q: 3 clusters Score -3249115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3249117.500000 Penalty: 4931.321289
	Iteration 74Q: 3 clusters Score -3249118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3249123.000000 Penalty: 4931.321289
	Iteration 75Q: 3 clusters Score -3249123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3249132.000000 Penalty: 4931.321289
	Iteration 76Q: 3 clusters Score -3249132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3249141.750000 Penalty: 4931.321289
	Iteration 77Q: 3 clusters Score -3249142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3249144.750000 Penalty: 4931.321289
	Iteration 78Q: 3 clusters Score -3249145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3249151.000000 Penalty: 4931.321289
	Iteration 79Q: 3 clusters Score -3249151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3249154.750000 Penalty: 4931.321289
	Iteration 80F: 3 clusters Score -3249155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3249153.250000 Penalty: 4931.321289
	Iteration 81Q: 3 clusters Score -3249153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3249160.000000 Penalty: 4931.321289
	Iteration 82Q: 3 clusters Score -3249160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3249166.250000 Penalty: 4931.321289
	Iteration 83Q: 3 clusters Score -3249166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3249164.750000 Penalty: 4931.321289
	Iteration 84Q: 3 clusters Score -3249165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3249161.750000 Penalty: 4931.321289
	Iteration 85Q: 3 clusters Score -3249162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3249171.500000 Penalty: 4931.321289
	Iteration 86Q: 3 clusters Score -3249172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3249177.500000 Penalty: 4931.321289
	Iteration 87Q: 3 clusters Score -3249178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3249181.250000 Penalty: 4931.321289
	Iteration 88Q: 3 clusters Score -3249181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3249183.250000 Penalty: 4931.321289
	Iteration 89Q: 3 clusters Score -3249183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3249189.000000 Penalty: 4931.321289
	Iteration 90Q: 3 clusters Score -3249189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3249196.250000 Penalty: 4931.321289
	Iteration 91Q: 3 clusters Score -3249196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3249198.250000 Penalty: 4931.321289
	Iteration 92Q: 3 clusters Score -3249198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3249192.250000 Penalty: 4931.321289
	Iteration 93Q: 3 clusters Score -3249192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3249194.750000 Penalty: 4931.321289
	Iteration 94Q: 3 clusters Score -3249195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3249199.250000 Penalty: 4931.321289
	Iteration 95Q: 3 clusters Score -3249199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3249200.750000 Penalty: 4931.321289
	Iteration 96Q: 3 clusters Score -3249201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3249201.750000 Penalty: 4931.321289
	Iteration 97Q: 3 clusters Score -3249202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3249205.250000 Penalty: 4931.321289
	Iteration 98Q: 3 clusters Score -3249205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3249205.250000 Penalty: 4931.321289
	Iteration 99F: 3 clusters Score -3249205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -62062.074219 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -62062.07 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 229 members 
Entering Unmasked Estep 
Score: -60633.789062 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -60633.79 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60850.507812 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -60850.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60912.179688 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -60912.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60995.695312 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -60995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61102.589844 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -61102.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61226.546875 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -61226.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61351.281250 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -61351.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61428.792969 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -61428.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61466.324219 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -61466.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61493.906250 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -61493.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61503.945312 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -61503.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61506.472656 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -61506.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61506.472656 Penalty: 3031.287842
	Iteration 12F: 3 clusters Score -61506.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Entering Unmasked Estep 
Score: -1005230.687500 Penalty: 2186.689941
	Iteration 0F: 2 clusters Score -1005231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -999692.250000 Penalty: 4373.379883
	Iteration 0F: 3 clusters Score -999692.2 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1001128.125000 Penalty: 4373.379883
	Iteration 1F: 3 clusters Score -1001128 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1001365.187500 Penalty: 4373.379883
	Iteration 2F: 3 clusters Score -1001365 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1001504.000000 Penalty: 4373.379883
	Iteration 3Q: 3 clusters Score -1001504 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1001627.875000 Penalty: 4373.379883
	Iteration 4Q: 3 clusters Score -1001628 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1001717.437500 Penalty: 4373.379883
	Iteration 5Q: 3 clusters Score -1001717 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1001795.375000 Penalty: 4373.379883
	Iteration 6Q: 3 clusters Score -1001795 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1001868.312500 Penalty: 4373.379883
	Iteration 7Q: 3 clusters Score -1001868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1001945.812500 Penalty: 4373.379883
	Iteration 8Q: 3 clusters Score -1001946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1002003.875000 Penalty: 4373.379883
	Iteration 9Q: 3 clusters Score -1002004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1002055.625000 Penalty: 4373.379883
	Iteration 10Q: 3 clusters Score -1002056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1002110.250000 Penalty: 4373.379883
	Iteration 11Q: 3 clusters Score -1002110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1002157.250000 Penalty: 4373.379883
	Iteration 12Q: 3 clusters Score -1002157 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1002197.750000 Penalty: 4373.379883
	Iteration 13Q: 3 clusters Score -1002198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1002226.062500 Penalty: 4373.379883
	Iteration 14Q: 3 clusters Score -1002226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1002261.187500 Penalty: 4373.379883
	Iteration 15Q: 3 clusters Score -1002261 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1002292.437500 Penalty: 4373.379883
	Iteration 16Q: 3 clusters Score -1002292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1002320.062500 Penalty: 4373.379883
	Iteration 17Q: 3 clusters Score -1002320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1002340.750000 Penalty: 4373.379883
	Iteration 18Q: 3 clusters Score -1002341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1002365.250000 Penalty: 4373.379883
	Iteration 19Q: 3 clusters Score -1002365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1002383.125000 Penalty: 4373.379883
	Iteration 20F: 3 clusters Score -1002383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1002406.812500 Penalty: 4373.379883
	Iteration 21Q: 3 clusters Score -1002407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1002429.750000 Penalty: 4373.379883
	Iteration 22Q: 3 clusters Score -1002430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1002449.437500 Penalty: 4373.379883
	Iteration 23Q: 3 clusters Score -1002449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1002467.937500 Penalty: 4373.379883
	Iteration 24Q: 3 clusters Score -1002468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1002490.062500 Penalty: 4373.379883
	Iteration 25Q: 3 clusters Score -1002490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1002512.750000 Penalty: 4373.379883
	Iteration 26Q: 3 clusters Score -1002513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1002531.375000 Penalty: 4373.379883
	Iteration 27Q: 3 clusters Score -1002531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1002551.125000 Penalty: 4373.379883
	Iteration 28Q: 3 clusters Score -1002551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1002562.687500 Penalty: 4373.379883
	Iteration 29Q: 3 clusters Score -1002563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1002574.500000 Penalty: 4373.379883
	Iteration 30Q: 3 clusters Score -1002574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1002593.437500 Penalty: 4373.379883
	Iteration 31Q: 3 clusters Score -1002593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1002613.687500 Penalty: 4373.379883
	Iteration 32Q: 3 clusters Score -1002614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1002633.437500 Penalty: 4373.379883
	Iteration 33Q: 3 clusters Score -1002633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1002654.437500 Penalty: 4373.379883
	Iteration 34Q: 3 clusters Score -1002654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1002680.937500 Penalty: 4373.379883
	Iteration 35Q: 3 clusters Score -1002681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1002704.437500 Penalty: 4373.379883
	Iteration 36Q: 3 clusters Score -1002704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1002733.562500 Penalty: 4373.379883
	Iteration 37Q: 3 clusters Score -1002734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1002784.062500 Penalty: 4373.379883
	Iteration 38Q: 3 clusters Score -1002784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1002841.187500 Penalty: 4373.379883
	Iteration 39Q: 3 clusters Score -1002841 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1002899.500000 Penalty: 4373.379883
	Iteration 40F: 3 clusters Score -1002900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1002966.187500 Penalty: 4373.379883
	Iteration 41Q: 3 clusters Score -1002966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1003009.687500 Penalty: 4373.379883
	Iteration 42Q: 3 clusters Score -1003010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1003052.062500 Penalty: 4373.379883
	Iteration 43Q: 3 clusters Score -1003052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1003105.500000 Penalty: 4373.379883
	Iteration 44Q: 3 clusters Score -1003106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1003157.000000 Penalty: 4373.379883
	Iteration 45Q: 3 clusters Score -1003157 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1003192.937500 Penalty: 4373.379883
	Iteration 46Q: 3 clusters Score -1003193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1003219.125000 Penalty: 4373.379883
	Iteration 47Q: 3 clusters Score -1003219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1003243.500000 Penalty: 4373.379883
	Iteration 48Q: 3 clusters Score -1003244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1003265.437500 Penalty: 4373.379883
	Iteration 49Q: 3 clusters Score -1003265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1003293.937500 Penalty: 4373.379883
	Iteration 50Q: 3 clusters Score -1003294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1003313.187500 Penalty: 4373.379883
	Iteration 51Q: 3 clusters Score -1003313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1003328.437500 Penalty: 4373.379883
	Iteration 52Q: 3 clusters Score -1003328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1003353.812500 Penalty: 4373.379883
	Iteration 53Q: 3 clusters Score -1003354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1003371.062500 Penalty: 4373.379883
	Iteration 54Q: 3 clusters Score -1003371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1003386.312500 Penalty: 4373.379883
	Iteration 55Q: 3 clusters Score -1003386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1003402.437500 Penalty: 4373.379883
	Iteration 56Q: 3 clusters Score -1003402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1003410.687500 Penalty: 4373.379883
	Iteration 57Q: 3 clusters Score -1003411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1003414.875000 Penalty: 4373.379883
	Iteration 58Q: 3 clusters Score -1003415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1003421.312500 Penalty: 4373.379883
	Iteration 59Q: 3 clusters Score -1003421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1003425.937500 Penalty: 4373.379883
	Iteration 60F: 3 clusters Score -1003426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1003425.937500 Penalty: 4373.379883
	Iteration 61Q: 3 clusters Score -1003426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1003435.437500 Penalty: 4373.379883
	Iteration 62Q: 3 clusters Score -1003435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1003438.125000 Penalty: 4373.379883
	Iteration 63Q: 3 clusters Score -1003438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1003442.562500 Penalty: 4373.379883
	Iteration 64Q: 3 clusters Score -1003443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1003446.750000 Penalty: 4373.379883
	Iteration 65Q: 3 clusters Score -1003447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1003446.687500 Penalty: 4373.379883
	Iteration 66Q: 3 clusters Score -1003447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1003446.187500 Penalty: 4373.379883
	Iteration 67Q: 3 clusters Score -1003446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1003446.750000 Penalty: 4373.379883
	Iteration 68Q: 3 clusters Score -1003447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1003447.000000 Penalty: 4373.379883
	Iteration 69Q: 3 clusters Score -1003447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1003448.750000 Penalty: 4373.379883
	Iteration 70Q: 3 clusters Score -1003449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1003450.875000 Penalty: 4373.379883
	Iteration 71Q: 3 clusters Score -1003451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1003451.750000 Penalty: 4373.379883
	Iteration 72Q: 3 clusters Score -1003452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1003450.875000 Penalty: 4373.379883
	Iteration 73Q: 3 clusters Score -1003451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1003451.812500 Penalty: 4373.379883
	Iteration 74Q: 3 clusters Score -1003452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1003451.812500 Penalty: 4373.379883
	Iteration 75F: 3 clusters Score -1003452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -220710.750000 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -220710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -218441.937500 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -218441.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218886.671875 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -218886.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219005.281250 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -219005.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219072.796875 Penalty: 3635.230469
	Iteration 3Q: 3 clusters Score -219072.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219127.921875 Penalty: 3635.230469
	Iteration 4Q: 3 clusters Score -219127.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -219149.234375 Penalty: 3635.230469
	Iteration 5Q: 3 clusters Score -219149.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219168.390625 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -219168.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -219186.453125 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -219186.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219197.546875 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -219197.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -219208.234375 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -219208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219219.640625 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -219219.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219234.937500 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -219234.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -219247.437500 Penalty: 3635.230469
	Iteration 12Q: 3 clusters Score -219247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219282.031250 Penalty: 3635.230469
	Iteration 13Q: 3 clusters Score -219282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219314.140625 Penalty: 3635.230469
	Iteration 14Q: 3 clusters Score -219314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219349.546875 Penalty: 3635.230469
	Iteration 15Q: 3 clusters Score -219349.5 nChanged 21
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: -219370.843750 Penalty: 3635.230469
	Iteration 16Q: 3 clusters Score -219370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219391.671875 Penalty: 3635.230469
	Iteration 17Q: 3 clusters Score -219391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219413.312500 Penalty: 3635.230469
	Iteration 18Q: 3 clusters Score -219413.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219438.515625 Penalty: 3635.230469
	Iteration 19Q: 3 clusters Score -219438.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219449.750000 Penalty: 3635.230469
	Iteration 20F: 3 clusters Score -219449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -219455.890625 Penalty: 3635.230469
	Iteration 21Q: 3 clusters Score -219455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219461.781250 Penalty: 3635.230469
	Iteration 22Q: 3 clusters Score -219461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -219467.703125 Penalty: 3635.230469
	Iteration 23Q: 3 clusters Score -219467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219480.515625 Penalty: 3635.230469
	Iteration 24Q: 3 clusters Score -219480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -219489.234375 Penalty: 3635.230469
	Iteration 25Q: 3 clusters Score -219489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -219494.218750 Penalty: 3635.230469
	Iteration 26Q: 3 clusters Score -219494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -219497.250000 Penalty: 3635.230469
	Iteration 27Q: 3 clusters Score -219497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -219500.718750 Penalty: 3635.230469
	Iteration 28Q: 3 clusters Score -219500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -219503.437500 Penalty: 3635.230469
	Iteration 29Q: 3 clusters Score -219503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219506.468750 Penalty: 3635.230469
	Iteration 30Q: 3 clusters Score -219506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219510.656250 Penalty: 3635.230469
	Iteration 31Q: 3 clusters Score -219510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -219511.953125 Penalty: 3635.230469
	Iteration 32Q: 3 clusters Score -219512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -219514.296875 Penalty: 3635.230469
	Iteration 33Q: 3 clusters Score -219514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -219516.796875 Penalty: 3635.230469
	Iteration 34Q: 3 clusters Score -219516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -219523.281250 Penalty: 3635.230469
	Iteration 35Q: 3 clusters Score -219523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219529.140625 Penalty: 3635.230469
	Iteration 36Q: 3 clusters Score -219529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -219532.593750 Penalty: 3635.230469
	Iteration 37Q: 3 clusters Score -219532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219533.765625 Penalty: 3635.230469
	Iteration 38Q: 3 clusters Score -219533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -219535.296875 Penalty: 3635.230469
	Iteration 39Q: 3 clusters Score -219535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219538.328125 Penalty: 3635.230469
	Iteration 40F: 3 clusters Score -219538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -219539.484375 Penalty: 3635.230469
	Iteration 41Q: 3 clusters Score -219539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -219540.218750 Penalty: 3635.230469
	Iteration 42Q: 3 clusters Score -219540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -219540.953125 Penalty: 3635.230469
	Iteration 43Q: 3 clusters Score -219541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -219542.765625 Penalty: 3635.230469
	Iteration 44Q: 3 clusters Score -219542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -219543.609375 Penalty: 3635.230469
	Iteration 45Q: 3 clusters Score -219543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -219546.890625 Penalty: 3635.230469
	Iteration 46Q: 3 clusters Score -219546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -219547.687500 Penalty: 3635.230469
	Iteration 47Q: 3 clusters Score -219547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219548.109375 Penalty: 3635.230469
	Iteration 48Q: 3 clusters Score -219548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219548.109375 Penalty: 3635.230469
	Iteration 49F: 3 clusters Score -219548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -992990.187500 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -992990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -987533.125000 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -987533.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -988965.625000 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -988965.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -989225.812500 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -989225.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -989413.062500 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -989413.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -989562.000000 Penalty: 4356.868652
	Iteration 4Q: 3 clusters Score -989562 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -989683.437500 Penalty: 4356.868652
	Iteration 5Q: 3 clusters Score -989683.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -989793.687500 Penalty: 4356.868652
	Iteration 6Q: 3 clusters Score -989793.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -989899.750000 Penalty: 4356.868652
	Iteration 7Q: 3 clusters Score -989899.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -990017.625000 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -990017.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -990171.875000 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -990171.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -990365.125000 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -990365.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -990597.250000 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -990597.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -990782.187500 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -990782.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -990933.937500 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -990933.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -991052.687500 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -991052.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -991139.000000 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -991139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -991199.875000 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -991199.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -991258.687500 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -991258.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -991310.187500 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -991310.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -991362.375000 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -991362.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -991409.250000 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -991409.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -991451.625000 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -991451.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -991486.125000 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -991486.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -991508.687500 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -991508.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -991533.187500 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -991533.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -991552.000000 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -991552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -991568.187500 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -991568.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -991577.812500 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -991577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -991590.187500 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -991590.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -991601.562500 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -991601.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -991613.000000 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -991613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -991627.812500 Penalty: 4356.868652
	Iteration 31Q: 3 clusters Score -991627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -991636.625000 Penalty: 4356.868652
	Iteration 32Q: 3 clusters Score -991636.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -991645.687500 Penalty: 4356.868652
	Iteration 33Q: 3 clusters Score -991645.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -991654.750000 Penalty: 4356.868652
	Iteration 34Q: 3 clusters Score -991654.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -991659.687500 Penalty: 4356.868652
	Iteration 35Q: 3 clusters Score -991659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -991662.125000 Penalty: 4356.868652
	Iteration 36Q: 3 clusters Score -991662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -991664.375000 Penalty: 4356.868652
	Iteration 37Q: 3 clusters Score -991664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -991664.812500 Penalty: 4356.868652
	Iteration 38Q: 3 clusters Score -991664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -991666.562500 Penalty: 4356.868652
	Iteration 39Q: 3 clusters Score -991666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -991668.687500 Penalty: 4356.868652
	Iteration 40F: 3 clusters Score -991668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -991671.000000 Penalty: 4356.868652
	Iteration 41Q: 3 clusters Score -991671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -991673.750000 Penalty: 4356.868652
	Iteration 42Q: 3 clusters Score -991673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -991676.687500 Penalty: 4356.868652
	Iteration 43Q: 3 clusters Score -991676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -991677.187500 Penalty: 4356.868652
	Iteration 44Q: 3 clusters Score -991677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -991679.062500 Penalty: 4356.868652
	Iteration 45Q: 3 clusters Score -991679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -991683.187500 Penalty: 4356.868652
	Iteration 46Q: 3 clusters Score -991683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -991682.750000 Penalty: 4356.868652
	Iteration 47Q: 3 clusters Score -991682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -991684.437500 Penalty: 4356.868652
	Iteration 48Q: 3 clusters Score -991684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -991686.312500 Penalty: 4356.868652
	Iteration 49Q: 3 clusters Score -991686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -991694.125000 Penalty: 4356.868652
	Iteration 50Q: 3 clusters Score -991694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -991699.937500 Penalty: 4356.868652
	Iteration 51Q: 3 clusters Score -991699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -991703.312500 Penalty: 4356.868652
	Iteration 52Q: 3 clusters Score -991703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -991706.875000 Penalty: 4356.868652
	Iteration 53Q: 3 clusters Score -991706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -991710.500000 Penalty: 4356.868652
	Iteration 54Q: 3 clusters Score -991710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -991712.187500 Penalty: 4356.868652
	Iteration 55Q: 3 clusters Score -991712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -991713.250000 Penalty: 4356.868652
	Iteration 56Q: 3 clusters Score -991713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -991712.625000 Penalty: 4356.868652
	Iteration 57Q: 3 clusters Score -991712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -991713.500000 Penalty: 4356.868652
	Iteration 58Q: 3 clusters Score -991713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -991714.937500 Penalty: 4356.868652
	Iteration 59Q: 3 clusters Score -991714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -991716.875000 Penalty: 4356.868652
	Iteration 60F: 3 clusters Score -991716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -991717.625000 Penalty: 4356.868652
	Iteration 61Q: 3 clusters Score -991717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -991719.562500 Penalty: 4356.868652
	Iteration 62Q: 3 clusters Score -991719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -991723.625000 Penalty: 4356.868652
	Iteration 63Q: 3 clusters Score -991723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -991724.375000 Penalty: 4356.868652
	Iteration 64Q: 3 clusters Score -991724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -991726.000000 Penalty: 4356.868652
	Iteration 65Q: 3 clusters Score -991726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -991727.687500 Penalty: 4356.868652
	Iteration 66Q: 3 clusters Score -991727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -991730.875000 Penalty: 4356.868652
	Iteration 67Q: 3 clusters Score -991730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -991731.375000 Penalty: 4356.868652
	Iteration 68Q: 3 clusters Score -991731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -991732.375000 Penalty: 4356.868652
	Iteration 69Q: 3 clusters Score -991732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -991734.812500 Penalty: 4356.868652
	Iteration 70Q: 3 clusters Score -991734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -991737.125000 Penalty: 4356.868652
	Iteration 71Q: 3 clusters Score -991737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -991736.062500 Penalty: 4356.868652
	Iteration 72Q: 3 clusters Score -991736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -991738.250000 Penalty: 4356.868652
	Iteration 73Q: 3 clusters Score -991738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -991738.250000 Penalty: 4356.868652
	Iteration 74F: 3 clusters Score -991738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 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 466 members 
Entering Unmasked Estep 
Score: -134283.093750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134283.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134540.562500 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134540.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134635.140625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134635.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134686.750000 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134729.625000 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134790.375000 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134790.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134871.953125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134954.171875 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134954.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135035.406250 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -135035.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135095.640625 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -135095.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135182.625000 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -135182.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135386.140625 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -135386.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135766.000000 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -135766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135913.921875 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -135913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135971.937500 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -135971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136009.093750 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -136009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136037.765625 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -136037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -136046.625000 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -136046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136051.031250 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -136051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136051.031250 Penalty: 3371.778320
	Iteration 19F: 3 clusters Score -136051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Entering Unmasked Estep 
Score: -1162859.750000 Penalty: 2221.047119
	Iteration 0F: 2 clusters Score -1162860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1156624.500000 Penalty: 4442.094238
	Iteration 0F: 3 clusters Score -1156624 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1158374.250000 Penalty: 4442.094238
	Iteration 1F: 3 clusters Score -1158374 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1158776.625000 Penalty: 4442.094238
	Iteration 2F: 3 clusters Score -1158777 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1159135.375000 Penalty: 4442.094238
	Iteration 3F: 3 clusters Score -1159135 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1159438.250000 Penalty: 4442.094238
	Iteration 4F: 3 clusters Score -1159438 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1159738.250000 Penalty: 4442.094238
	Iteration 5F: 3 clusters Score -1159738 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1160037.375000 Penalty: 4442.094238
	Iteration 6F: 3 clusters Score -1160037 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1160316.375000 Penalty: 4442.094238
	Iteration 7Q: 3 clusters Score -1160316 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1160578.500000 Penalty: 4442.094238
	Iteration 8Q: 3 clusters Score -1160578 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1160782.250000 Penalty: 4442.094238
	Iteration 9Q: 3 clusters Score -1160782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1160934.250000 Penalty: 4442.094238
	Iteration 10Q: 3 clusters Score -1160934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1161049.375000 Penalty: 4442.094238
	Iteration 11Q: 3 clusters Score -1161049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1161112.625000 Penalty: 4442.094238
	Iteration 12Q: 3 clusters Score -1161113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1161175.375000 Penalty: 4442.094238
	Iteration 13Q: 3 clusters Score -1161175 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1161215.750000 Penalty: 4442.094238
	Iteration 14Q: 3 clusters Score -1161216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1161236.000000 Penalty: 4442.094238
	Iteration 15Q: 3 clusters Score -1161236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1161256.750000 Penalty: 4442.094238
	Iteration 16Q: 3 clusters Score -1161257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1161270.125000 Penalty: 4442.094238
	Iteration 17Q: 3 clusters Score -1161270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1161277.500000 Penalty: 4442.094238
	Iteration 18Q: 3 clusters Score -1161278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1161286.000000 Penalty: 4442.094238
	Iteration 19Q: 3 clusters Score -1161286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1161296.250000 Penalty: 4442.094238
	Iteration 20F: 3 clusters Score -1161296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1161298.125000 Penalty: 4442.094238
	Iteration 21Q: 3 clusters Score -1161298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1161303.125000 Penalty: 4442.094238
	Iteration 22Q: 3 clusters Score -1161303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1161306.375000 Penalty: 4442.094238
	Iteration 23Q: 3 clusters Score -1161306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1161306.375000 Penalty: 4442.094238
	Iteration 24Q: 3 clusters Score -1161306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1161307.125000 Penalty: 4442.094238
	Iteration 25Q: 3 clusters Score -1161307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1161308.500000 Penalty: 4442.094238
	Iteration 26Q: 3 clusters Score -1161308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1161308.250000 Penalty: 4442.094238
	Iteration 27Q: 3 clusters Score -1161308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1161309.000000 Penalty: 4442.094238
	Iteration 28Q: 3 clusters Score -1161309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1161309.125000 Penalty: 4442.094238
	Iteration 29Q: 3 clusters Score -1161309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1161310.250000 Penalty: 4442.094238
	Iteration 30Q: 3 clusters Score -1161310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1161310.250000 Penalty: 4442.094238
	Iteration 31F: 3 clusters Score -1161310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -1083283.000000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -1083283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1077381.000000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -1077381 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1079047.125000 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -1079047 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1079365.000000 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -1079365 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1079578.625000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -1079579 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1079739.125000 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -1079739 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1079893.625000 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -1079894 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1080037.875000 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -1080038 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1080204.250000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -1080204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1080414.750000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -1080415 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1080648.250000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -1080648 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1080919.625000 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -1080920 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1081172.500000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -1081172 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1081410.125000 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -1081410 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1081633.500000 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -1081634 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1081814.250000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -1081814 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1081955.500000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -1081956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1082046.000000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -1082046 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1082123.000000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -1082123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1082173.500000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -1082174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1082211.625000 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -1082212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1082239.750000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -1082240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1082260.000000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -1082260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1082272.000000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -1082272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1082288.375000 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -1082288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1082302.000000 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -1082302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1082313.250000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -1082313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1082319.750000 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -1082320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1082328.375000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -1082328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1082334.625000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -1082335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1082343.750000 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -1082344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1082350.625000 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -1082351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1082353.125000 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -1082353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1082359.875000 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -1082360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1082364.875000 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -1082365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1082369.125000 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -1082369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1082373.625000 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -1082374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1082377.375000 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -1082377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1082379.750000 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -1082380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1082385.625000 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -1082386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1082391.875000 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -1082392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1082397.000000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -1082397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1082399.500000 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -1082400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1082404.000000 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -1082404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1082407.875000 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -1082408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1082409.500000 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -1082410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1082410.500000 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -1082410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1082413.500000 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -1082414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1082413.250000 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -1082413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1082415.500000 Penalty: 4401.726074
	Iteration 48Q: 3 clusters Score -1082416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1082418.125000 Penalty: 4401.726074
	Iteration 49Q: 3 clusters Score -1082418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1082420.125000 Penalty: 4401.726074
	Iteration 50Q: 3 clusters Score -1082420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1082422.750000 Penalty: 4401.726074
	Iteration 51Q: 3 clusters Score -1082423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1082423.750000 Penalty: 4401.726074
	Iteration 52Q: 3 clusters Score -1082424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1082423.625000 Penalty: 4401.726074
	Iteration 53Q: 3 clusters Score -1082424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1082424.125000 Penalty: 4401.726074
	Iteration 54Q: 3 clusters Score -1082424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1082424.250000 Penalty: 4401.726074
	Iteration 55Q: 3 clusters Score -1082424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1082424.500000 Penalty: 4401.726074
	Iteration 56Q: 3 clusters Score -1082424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1082424.500000 Penalty: 4401.726074
	Iteration 57F: 3 clusters Score -1082424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Entering Unmasked Estep 
Score: -3860599.500000 Penalty: 2522.965332
	Iteration 0F: 2 clusters Score -3860600 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 13073 members 
Entering Unmasked Estep 
Score: -3842515.500000 Penalty: 5045.930664
	Iteration 0F: 3 clusters Score -3842516 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3849749.000000 Penalty: 5045.930664
	Iteration 1F: 3 clusters Score -3849749 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3851209.000000 Penalty: 5045.930664
	Iteration 2F: 3 clusters Score -3851209 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3852948.750000 Penalty: 5045.930664
	Iteration 3F: 3 clusters Score -3852949 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3854574.250000 Penalty: 5045.930664
	Iteration 4F: 3 clusters Score -3854574 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3855876.500000 Penalty: 5045.930664
	Iteration 5F: 3 clusters Score -3855876 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3856751.500000 Penalty: 5045.930664
	Iteration 6F: 3 clusters Score -3856752 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3857338.250000 Penalty: 5045.930664
	Iteration 7Q: 3 clusters Score -3857338 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3857726.250000 Penalty: 5045.930664
	Iteration 8Q: 3 clusters Score -3857726 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3857973.750000 Penalty: 5045.930664
	Iteration 9Q: 3 clusters Score -3857974 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3858212.500000 Penalty: 5045.930664
	Iteration 10Q: 3 clusters Score -3858212 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3858391.250000 Penalty: 5045.930664
	Iteration 11Q: 3 clusters Score -3858391 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3858543.000000 Penalty: 5045.930664
	Iteration 12Q: 3 clusters Score -3858543 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3858645.500000 Penalty: 5045.930664
	Iteration 13Q: 3 clusters Score -3858646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3858752.500000 Penalty: 5045.930664
	Iteration 14Q: 3 clusters Score -3858752 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3858831.000000 Penalty: 5045.930664
	Iteration 15Q: 3 clusters Score -3858831 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3858894.750000 Penalty: 5045.930664
	Iteration 16Q: 3 clusters Score -3858895 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3858961.500000 Penalty: 5045.930664
	Iteration 17Q: 3 clusters Score -3858962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3858997.250000 Penalty: 5045.930664
	Iteration 18Q: 3 clusters Score -3858997 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3859037.500000 Penalty: 5045.930664
	Iteration 19Q: 3 clusters Score -3859038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3859056.000000 Penalty: 5045.930664
	Iteration 20F: 3 clusters Score -3859056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3859081.000000 Penalty: 5045.930664
	Iteration 21Q: 3 clusters Score -3859081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3859104.250000 Penalty: 5045.930664
	Iteration 22Q: 3 clusters Score -3859104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3859137.750000 Penalty: 5045.930664
	Iteration 23Q: 3 clusters Score -3859138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3859134.500000 Penalty: 5045.930664
	Iteration 24Q: 3 clusters Score -3859134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3859147.500000 Penalty: 5045.930664
	Iteration 25Q: 3 clusters Score -3859148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3859165.750000 Penalty: 5045.930664
	Iteration 26Q: 3 clusters Score -3859166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3859171.750000 Penalty: 5045.930664
	Iteration 27Q: 3 clusters Score -3859172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3859176.250000 Penalty: 5045.930664
	Iteration 28Q: 3 clusters Score -3859176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3859208.500000 Penalty: 5045.930664
	Iteration 29Q: 3 clusters Score -3859208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3859207.500000 Penalty: 5045.930664
	Iteration 30Q: 3 clusters Score -3859208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3859209.500000 Penalty: 5045.930664
	Iteration 31Q: 3 clusters Score -3859210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3859213.000000 Penalty: 5045.930664
	Iteration 32Q: 3 clusters Score -3859213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3859221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3859232.750000 Penalty: 5045.930664
	Iteration 34Q: 3 clusters Score -3859233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3859235.750000 Penalty: 5045.930664
	Iteration 35Q: 3 clusters Score -3859236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3859237.750000 Penalty: 5045.930664
	Iteration 36Q: 3 clusters Score -3859238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3859244.750000 Penalty: 5045.930664
	Iteration 37Q: 3 clusters Score -3859245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3859244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3859248.000000 Penalty: 5045.930664
	Iteration 39Q: 3 clusters Score -3859248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3859257.500000 Penalty: 5045.930664
	Iteration 40F: 3 clusters Score -3859258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3859263.000000 Penalty: 5045.930664
	Iteration 41Q: 3 clusters Score -3859263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3859270.000000 Penalty: 5045.930664
	Iteration 42Q: 3 clusters Score -3859270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3859271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3859270.750000 Penalty: 5045.930664
	Iteration 44Q: 3 clusters Score -3859271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3859280.500000 Penalty: 5045.930664
	Iteration 45Q: 3 clusters Score -3859280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3859286.250000 Penalty: 5045.930664
	Iteration 46Q: 3 clusters Score -3859286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3859292.750000 Penalty: 5045.930664
	Iteration 47Q: 3 clusters Score -3859293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3859296.500000 Penalty: 5045.930664
	Iteration 48Q: 3 clusters Score -3859296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3859311.000000 Penalty: 5045.930664
	Iteration 49Q: 3 clusters Score -3859311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3859313.000000 Penalty: 5045.930664
	Iteration 50Q: 3 clusters Score -3859313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3859315.750000 Penalty: 5045.930664
	Iteration 51Q: 3 clusters Score -3859316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3859316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3859314.000000 Penalty: 5045.930664
	Iteration 53Q: 3 clusters Score -3859314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3859316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3859328.500000 Penalty: 5045.930664
	Iteration 55Q: 3 clusters Score -3859328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3859329.500000 Penalty: 5045.930664
	Iteration 56Q: 3 clusters Score -3859330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3859331.250000 Penalty: 5045.930664
	Iteration 57Q: 3 clusters Score -3859331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3859324.000000 Penalty: 5045.930664
	Iteration 58Q: 3 clusters Score -3859324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3859331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3859328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3859329.250000 Penalty: 5045.930664
	Iteration 61Q: 3 clusters Score -3859329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3859332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3859334.500000 Penalty: 5045.930664
	Iteration 63Q: 3 clusters Score -3859334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3859337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3859330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3859325.000000 Penalty: 5045.930664
	Iteration 66Q: 3 clusters Score -3859325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3859331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3859333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3859341.500000 Penalty: 5045.930664
	Iteration 69Q: 3 clusters Score -3859342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3859349.250000 Penalty: 5045.930664
	Iteration 70Q: 3 clusters Score -3859349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3859352.750000 Penalty: 5045.930664
	Iteration 71Q: 3 clusters Score -3859353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3859358.750000 Penalty: 5045.930664
	Iteration 72Q: 3 clusters Score -3859359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3859366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3859364.000000 Penalty: 5045.930664
	Iteration 74Q: 3 clusters Score -3859364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3859368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3859364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3859366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3859367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3859369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3859380.000000 Penalty: 5045.930664
	Iteration 80F: 3 clusters Score -3859380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3859380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3859384.000000 Penalty: 5045.930664
	Iteration 82Q: 3 clusters Score -3859384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3859400.500000 Penalty: 5045.930664
	Iteration 83Q: 3 clusters Score -3859400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3859399.000000 Penalty: 5045.930664
	Iteration 84Q: 3 clusters Score -3859399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3859404.250000 Penalty: 5045.930664
	Iteration 85Q: 3 clusters Score -3859404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3859410.500000 Penalty: 5045.930664
	Iteration 86Q: 3 clusters Score -3859410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3859421.500000 Penalty: 5045.930664
	Iteration 87Q: 3 clusters Score -3859422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3859426.750000 Penalty: 5045.930664
	Iteration 88Q: 3 clusters Score -3859427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3859429.750000 Penalty: 5045.930664
	Iteration 89Q: 3 clusters Score -3859430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3859438.750000 Penalty: 5045.930664
	Iteration 90Q: 3 clusters Score -3859439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3859446.250000 Penalty: 5045.930664
	Iteration 91Q: 3 clusters Score -3859446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3859449.500000 Penalty: 5045.930664
	Iteration 92Q: 3 clusters Score -3859450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3859457.000000 Penalty: 5045.930664
	Iteration 93Q: 3 clusters Score -3859457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3859463.500000 Penalty: 5045.930664
	Iteration 94Q: 3 clusters Score -3859464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3859469.500000 Penalty: 5045.930664
	Iteration 95Q: 3 clusters Score -3859470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3859477.500000 Penalty: 5045.930664
	Iteration 96Q: 3 clusters Score -3859478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3859487.750000 Penalty: 5045.930664
	Iteration 97Q: 3 clusters Score -3859488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3859486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3859490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3859485.500000 Penalty: 5045.930664
	Iteration 100F: 3 clusters Score -3859486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3859480.000000 Penalty: 5045.930664
	Iteration 101Q: 3 clusters Score -3859480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3859483.750000 Penalty: 5045.930664
	Iteration 102Q: 3 clusters Score -3859484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3859488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3859486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3859487.750000 Penalty: 5045.930664
	Iteration 105Q: 3 clusters Score -3859488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3859491.500000 Penalty: 5045.930664
	Iteration 106Q: 3 clusters Score -3859492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3859497.000000 Penalty: 5045.930664
	Iteration 107Q: 3 clusters Score -3859497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3859499.500000 Penalty: 5045.930664
	Iteration 108Q: 3 clusters Score -3859500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3859501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3859498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3859500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3859498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3859501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3859507.250000 Penalty: 5045.930664
	Iteration 114Q: 3 clusters Score -3859507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3859505 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3859508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3859507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3859507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3859517.500000 Penalty: 5045.930664
	Iteration 119Q: 3 clusters Score -3859518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3859520.000000 Penalty: 5045.930664
	Iteration 120F: 3 clusters Score -3859520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3859521.000000 Penalty: 5045.930664
	Iteration 121Q: 3 clusters Score -3859521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3859514.250000 Penalty: 5045.930664
	Iteration 122Q: 3 clusters Score -3859514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3859512.500000 Penalty: 5045.930664
	Iteration 123Q: 3 clusters Score -3859512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3859515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3859519.500000 Penalty: 5045.930664
	Iteration 125Q: 3 clusters Score -3859520 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3859517 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3859514 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3859515.750000 Penalty: 5045.930664
	Iteration 128Q: 3 clusters Score -3859516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3859528 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3859530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3859544.750000 Penalty: 5045.930664
	Iteration 131Q: 3 clusters Score -3859545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3859542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3859546 nChanged 44
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3859551 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3859548 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3859554 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3859557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3859569 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3859574 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3859579.000000 Penalty: 5045.930664
	Iteration 140F: 3 clusters Score -3859579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3859593.250000 Penalty: 5045.930664
	Iteration 141Q: 3 clusters Score -3859593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3859601.750000 Penalty: 5045.930664
	Iteration 142Q: 3 clusters Score -3859602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3859606 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3859616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3859622 nChanged 35
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3859633 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3859638 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3859635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3859648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3859655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3859656 nChanged 54
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Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3859675 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3859697 nChanged 69
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3859720 nChanged 65
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Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3859725 nChanged 64
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Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3859736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3859751 nChanged 62
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3859762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3859778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3859802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3859810 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3859812 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3859818 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3859823 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3859821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3859824 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3859828 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3859829 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3859827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3859836.250000 Penalty: 5045.930664
	Iteration 171Q: 3 clusters Score -3859836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3859834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3859840.500000 Penalty: 5045.930664
	Iteration 173Q: 3 clusters Score -3859840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3859841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3859840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3859832.250000 Penalty: 5045.930664
	Iteration 176Q: 3 clusters Score -3859832 nChanged 2
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3859837 nChanged 5
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3859836 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3859836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3859836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3859836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3859841.250000 Penalty: 5045.930664
	Iteration 182Q: 3 clusters Score -3859841 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3859834.000000 Penalty: 5045.930664
	Iteration 183Q: 3 clusters Score -3859834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3859831.500000 Penalty: 5045.930664
	Iteration 184Q: 3 clusters Score -3859832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3859832.750000 Penalty: 5045.930664
	Iteration 185Q: 3 clusters Score -3859833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3859836.750000 Penalty: 5045.930664
	Iteration 186Q: 3 clusters Score -3859837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3859836.250000 Penalty: 5045.930664
	Iteration 187Q: 3 clusters Score -3859836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3859840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3859839.750000 Penalty: 5045.930664
	Iteration 189Q: 3 clusters Score -3859840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3859839.500000 Penalty: 5045.930664
	Iteration 190Q: 3 clusters Score -3859840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3859839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3859838.250000 Penalty: 5045.930664
	Iteration 192Q: 3 clusters Score -3859838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3859845.750000 Penalty: 5045.930664
	Iteration 193Q: 3 clusters Score -3859846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3859848.250000 Penalty: 5045.930664
	Iteration 194Q: 3 clusters Score -3859848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3859844.500000 Penalty: 5045.930664
	Iteration 195Q: 3 clusters Score -3859844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3859846 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3859842.750000 Penalty: 5045.930664
	Iteration 197Q: 3 clusters Score -3859843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3859845 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3859848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3859846.250000 Penalty: 5045.930664
	Iteration 200F: 3 clusters Score -3859846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
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Entering Unmasked Estep 
Score: -3859849.500000 Penalty: 5045.930664
	Iteration 201Q: 3 clusters Score -3859850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3859851.000000 Penalty: 5045.930664
	Iteration 202Q: 3 clusters Score -3859851 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3859856 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3859856 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3859865.000000 Penalty: 5045.930664
	Iteration 205Q: 3 clusters Score -3859865 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3859859.000000 Penalty: 5045.930664
	Iteration 206Q: 3 clusters Score -3859859 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3859862.000000 Penalty: 5045.930664
	Iteration 207Q: 3 clusters Score -3859862 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3859863 nChanged 5
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Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3859866 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3859869.000000 Penalty: 5045.930664
	Iteration 210Q: 3 clusters Score -3859869 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3859868 nChanged 2
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3859866 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3859864 nChanged 1
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Mstep: Class 1 contains 3672 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3859865 nChanged 1
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Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3859864 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3859867 nChanged 1
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Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3859867 nChanged 0
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Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3859867.250000 Penalty: 5045.930664
	Iteration 218F: 3 clusters Score -3859867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -331385.375000 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -331385.4 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 1122 members 
Entering Unmasked Estep 
Score: -328598.375000 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -328598.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329106.406250 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -329106.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -329240.906250 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -329240.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -329310.375000 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -329310.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -329372.312500 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -329372.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -329413.312500 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -329413.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -329431.375000 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -329431.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -329445.875000 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -329445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -329462.468750 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -329462.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -329477.968750 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -329478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -329491.062500 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -329491.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329504.468750 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -329504.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329510.218750 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -329510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -329516.375000 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -329516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -329522.062500 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -329522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -329526.593750 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -329526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -329532.468750 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -329532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329536.593750 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -329536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329541.031250 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -329541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329542.593750 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -329542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -329544.031250 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -329544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -329547.593750 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -329547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -329551.000000 Penalty: 3816.418701
	Iteration 22Q: 3 clusters Score -329551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -329551.843750 Penalty: 3816.418701
	Iteration 23Q: 3 clusters Score -329551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -329552.531250 Penalty: 3816.418701
	Iteration 24Q: 3 clusters Score -329552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329553.000000 Penalty: 3816.418701
	Iteration 25Q: 3 clusters Score -329553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -329554.156250 Penalty: 3816.418701
	Iteration 26Q: 3 clusters Score -329554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -329557.125000 Penalty: 3816.418701
	Iteration 27Q: 3 clusters Score -329557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -329558.281250 Penalty: 3816.418701
	Iteration 28Q: 3 clusters Score -329558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -329559.312500 Penalty: 3816.418701
	Iteration 29Q: 3 clusters Score -329559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -329560.718750 Penalty: 3816.418701
	Iteration 30Q: 3 clusters Score -329560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -329563.718750 Penalty: 3816.418701
	Iteration 31Q: 3 clusters Score -329563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -329568.281250 Penalty: 3816.418701
	Iteration 32Q: 3 clusters Score -329568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -329572.812500 Penalty: 3816.418701
	Iteration 33Q: 3 clusters Score -329572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -329576.312500 Penalty: 3816.418701
	Iteration 34Q: 3 clusters Score -329576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329579.187500 Penalty: 3816.418701
	Iteration 35Q: 3 clusters Score -329579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -329581.906250 Penalty: 3816.418701
	Iteration 36Q: 3 clusters Score -329581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -329585.593750 Penalty: 3816.418701
	Iteration 37Q: 3 clusters Score -329585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -329589.250000 Penalty: 3816.418701
	Iteration 38Q: 3 clusters Score -329589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -329592.000000 Penalty: 3816.418701
	Iteration 39Q: 3 clusters Score -329592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -329595.875000 Penalty: 3816.418701
	Iteration 40F: 3 clusters Score -329595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -329601.062500 Penalty: 3816.418701
	Iteration 41Q: 3 clusters Score -329601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -329604.156250 Penalty: 3816.418701
	Iteration 42Q: 3 clusters Score -329604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -329608.062500 Penalty: 3816.418701
	Iteration 43Q: 3 clusters Score -329608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -329612.750000 Penalty: 3816.418701
	Iteration 44Q: 3 clusters Score -329612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -329618.625000 Penalty: 3816.418701
	Iteration 45Q: 3 clusters Score -329618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -329626.531250 Penalty: 3816.418701
	Iteration 46Q: 3 clusters Score -329626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -329632.625000 Penalty: 3816.418701
	Iteration 47Q: 3 clusters Score -329632.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329637.937500 Penalty: 3816.418701
	Iteration 48Q: 3 clusters Score -329637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -329642.125000 Penalty: 3816.418701
	Iteration 49Q: 3 clusters Score -329642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -329644.187500 Penalty: 3816.418701
	Iteration 50Q: 3 clusters Score -329644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -329647.093750 Penalty: 3816.418701
	Iteration 51Q: 3 clusters Score -329647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329649.718750 Penalty: 3816.418701
	Iteration 52Q: 3 clusters Score -329649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329656.468750 Penalty: 3816.418701
	Iteration 53Q: 3 clusters Score -329656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -329660.500000 Penalty: 3816.418701
	Iteration 54Q: 3 clusters Score -329660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329665.218750 Penalty: 3816.418701
	Iteration 55Q: 3 clusters Score -329665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329668.937500 Penalty: 3816.418701
	Iteration 56Q: 3 clusters Score -329668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329670.687500 Penalty: 3816.418701
	Iteration 57Q: 3 clusters Score -329670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329670.687500 Penalty: 3816.418701
	Iteration 58F: 3 clusters Score -329670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Entering Unmasked Estep 
Score: -1106037.625000 Penalty: 2206.760742
	Iteration 0F: 2 clusters Score -1106038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1100039.500000 Penalty: 4413.521484
	Iteration 0F: 3 clusters Score -1100040 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1101624.250000 Penalty: 4413.521484
	Iteration 1F: 3 clusters Score -1101624 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1101993.250000 Penalty: 4413.521484
	Iteration 2F: 3 clusters Score -1101993 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1102260.375000 Penalty: 4413.521484
	Iteration 3F: 3 clusters Score -1102260 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1102478.125000 Penalty: 4413.521484
	Iteration 4F: 3 clusters Score -1102478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1102684.000000 Penalty: 4413.521484
	Iteration 5Q: 3 clusters Score -1102684 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1102906.750000 Penalty: 4413.521484
	Iteration 6Q: 3 clusters Score -1102907 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1103137.000000 Penalty: 4413.521484
	Iteration 7Q: 3 clusters Score -1103137 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1103339.500000 Penalty: 4413.521484
	Iteration 8Q: 3 clusters Score -1103340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1103524.750000 Penalty: 4413.521484
	Iteration 9Q: 3 clusters Score -1103525 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1103709.750000 Penalty: 4413.521484
	Iteration 10Q: 3 clusters Score -1103710 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1103860.375000 Penalty: 4413.521484
	Iteration 11Q: 3 clusters Score -1103860 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1103980.750000 Penalty: 4413.521484
	Iteration 12Q: 3 clusters Score -1103981 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1104079.875000 Penalty: 4413.521484
	Iteration 13Q: 3 clusters Score -1104080 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1104184.625000 Penalty: 4413.521484
	Iteration 14Q: 3 clusters Score -1104185 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1104260.625000 Penalty: 4413.521484
	Iteration 15Q: 3 clusters Score -1104261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1104313.750000 Penalty: 4413.521484
	Iteration 16Q: 3 clusters Score -1104314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1104348.875000 Penalty: 4413.521484
	Iteration 17Q: 3 clusters Score -1104349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1104374.750000 Penalty: 4413.521484
	Iteration 18Q: 3 clusters Score -1104375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1104392.875000 Penalty: 4413.521484
	Iteration 19Q: 3 clusters Score -1104393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1104404.625000 Penalty: 4413.521484
	Iteration 20F: 3 clusters Score -1104405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1104421.875000 Penalty: 4413.521484
	Iteration 21Q: 3 clusters Score -1104422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1104428.375000 Penalty: 4413.521484
	Iteration 22Q: 3 clusters Score -1104428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1104432.500000 Penalty: 4413.521484
	Iteration 23Q: 3 clusters Score -1104432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1104443.875000 Penalty: 4413.521484
	Iteration 24Q: 3 clusters Score -1104444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1104448.000000 Penalty: 4413.521484
	Iteration 25Q: 3 clusters Score -1104448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1104456.125000 Penalty: 4413.521484
	Iteration 26Q: 3 clusters Score -1104456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1104466.750000 Penalty: 4413.521484
	Iteration 27Q: 3 clusters Score -1104467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1104476.125000 Penalty: 4413.521484
	Iteration 28Q: 3 clusters Score -1104476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1104484.250000 Penalty: 4413.521484
	Iteration 29Q: 3 clusters Score -1104484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1104491.125000 Penalty: 4413.521484
	Iteration 30Q: 3 clusters Score -1104491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1104500.625000 Penalty: 4413.521484
	Iteration 31Q: 3 clusters Score -1104501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1104505.625000 Penalty: 4413.521484
	Iteration 32Q: 3 clusters Score -1104506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1104510.500000 Penalty: 4413.521484
	Iteration 33Q: 3 clusters Score -1104510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1104515.750000 Penalty: 4413.521484
	Iteration 34Q: 3 clusters Score -1104516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1104517.375000 Penalty: 4413.521484
	Iteration 35Q: 3 clusters Score -1104517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1104522.625000 Penalty: 4413.521484
	Iteration 36Q: 3 clusters Score -1104523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1104525.875000 Penalty: 4413.521484
	Iteration 37Q: 3 clusters Score -1104526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1104529.625000 Penalty: 4413.521484
	Iteration 38Q: 3 clusters Score -1104530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1104533.000000 Penalty: 4413.521484
	Iteration 39Q: 3 clusters Score -1104533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1104534.625000 Penalty: 4413.521484
	Iteration 40F: 3 clusters Score -1104535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1104534.125000 Penalty: 4413.521484
	Iteration 41Q: 3 clusters Score -1104534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1104534.000000 Penalty: 4413.521484
	Iteration 42Q: 3 clusters Score -1104534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1104534.000000 Penalty: 4413.521484
	Iteration 43Q: 3 clusters Score -1104534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1104534.000000 Penalty: 4413.521484
	Iteration 44F: 3 clusters Score -1104534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (85956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Entering Unmasked Estep 
Score: -13549148.000000 Penalty: 2817.674316
	Iteration 0F: 2 clusters Score -1.354915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -13495544.000000 Penalty: 5635.348633
	Iteration 0F: 3 clusters Score -1.349554e+07 nChanged 40559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -13518892.000000 Penalty: 5635.348633
	Iteration 1F: 3 clusters Score -1.351889e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -13520339.000000 Penalty: 5635.348633
	Iteration 2Q: 3 clusters Score -1.352034e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -13522536.000000 Penalty: 5635.348633
	Iteration 3F: 3 clusters Score -1.352254e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -13526104.000000 Penalty: 5635.348633
	Iteration 4F: 3 clusters Score -1.35261e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -13530361.000000 Penalty: 5635.348633
	Iteration 5F: 3 clusters Score -1.353036e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -13534460.000000 Penalty: 5635.348633
	Iteration 6F: 3 clusters Score -1.353446e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -13537610.000000 Penalty: 5635.348633
	Iteration 7F: 3 clusters Score -1.353761e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -13540087.000000 Penalty: 5635.348633
	Iteration 8F: 3 clusters Score -1.354009e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -13542135.000000 Penalty: 5635.348633
	Iteration 9Q: 3 clusters Score -1.354214e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -13543802.000000 Penalty: 5635.348633
	Iteration 10Q: 3 clusters Score -1.35438e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -13545084.000000 Penalty: 5635.348633
	Iteration 11Q: 3 clusters Score -1.354508e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -13545927.000000 Penalty: 5635.348633
	Iteration 12Q: 3 clusters Score -1.354593e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -13546230.000000 Penalty: 5635.348633
	Iteration 13Q: 3 clusters Score -1.354623e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -13546418.000000 Penalty: 5635.348633
	Iteration 14Q: 3 clusters Score -1.354642e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -13546582.000000 Penalty: 5635.348633
	Iteration 15Q: 3 clusters Score -1.354658e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -13546677.000000 Penalty: 5635.348633
	Iteration 16Q: 3 clusters Score -1.354668e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -13546712.000000 Penalty: 5635.348633
	Iteration 17Q: 3 clusters Score -1.354671e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13546730.000000 Penalty: 5635.348633
	Iteration 18Q: 3 clusters Score -1.354673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -13546758.000000 Penalty: 5635.348633
	Iteration 19Q: 3 clusters Score -1.354676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -13546789.000000 Penalty: 5635.348633
	Iteration 20F: 3 clusters Score -1.354679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -13546795.000000 Penalty: 5635.348633
	Iteration 21Q: 3 clusters Score -1.35468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -13546802.000000 Penalty: 5635.348633
	Iteration 22Q: 3 clusters Score -1.35468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -13546811.000000 Penalty: 5635.348633
	Iteration 23Q: 3 clusters Score -1.354681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -13546817.000000 Penalty: 5635.348633
	Iteration 24Q: 3 clusters Score -1.354682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -13546824.000000 Penalty: 5635.348633
	Iteration 25Q: 3 clusters Score -1.354682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -13546853.000000 Penalty: 5635.348633
	Iteration 26Q: 3 clusters Score -1.354685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -13546847.000000 Penalty: 5635.348633
	Iteration 27Q: 3 clusters Score -1.354685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -13546867.000000 Penalty: 5635.348633
	Iteration 28Q: 3 clusters Score -1.354687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -13546882.000000 Penalty: 5635.348633
	Iteration 29Q: 3 clusters Score -1.354688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -13546894.000000 Penalty: 5635.348633
	Iteration 30Q: 3 clusters Score -1.354689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -13546910.000000 Penalty: 5635.348633
	Iteration 31Q: 3 clusters Score -1.354691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -13546909.000000 Penalty: 5635.348633
	Iteration 32Q: 3 clusters Score -1.354691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -13546918.000000 Penalty: 5635.348633
	Iteration 33Q: 3 clusters Score -1.354692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -13546910.000000 Penalty: 5635.348633
	Iteration 34Q: 3 clusters Score -1.354691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -13546906.000000 Penalty: 5635.348633
	Iteration 35Q: 3 clusters Score -1.354691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -13546906.000000 Penalty: 5635.348633
	Iteration 36F: 3 clusters Score -1.354691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Entering Unmasked Estep 
Score: -2260137.250000 Penalty: 2374.423584
	Iteration 0F: 2 clusters Score -2260137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2249729.000000 Penalty: 4748.847168
	Iteration 0F: 3 clusters Score -2249729 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2253215.000000 Penalty: 4748.847168
	Iteration 1F: 3 clusters Score -2253215 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2253669.250000 Penalty: 4748.847168
	Iteration 2F: 3 clusters Score -2253669 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2254125.750000 Penalty: 4748.847168
	Iteration 3F: 3 clusters Score -2254126 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2254674.000000 Penalty: 4748.847168
	Iteration 4F: 3 clusters Score -2254674 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2255308.500000 Penalty: 4748.847168
	Iteration 5F: 3 clusters Score -2255308 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2256027.000000 Penalty: 4748.847168
	Iteration 6F: 3 clusters Score -2256027 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2256745.500000 Penalty: 4748.847168
	Iteration 7F: 3 clusters Score -2256746 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2257295.000000 Penalty: 4748.847168
	Iteration 8F: 3 clusters Score -2257295 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2257614.250000 Penalty: 4748.847168
	Iteration 9Q: 3 clusters Score -2257614 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2257810.500000 Penalty: 4748.847168
	Iteration 10Q: 3 clusters Score -2257810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2257925.000000 Penalty: 4748.847168
	Iteration 11Q: 3 clusters Score -2257925 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2257998.000000 Penalty: 4748.847168
	Iteration 12Q: 3 clusters Score -2257998 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2258044.000000 Penalty: 4748.847168
	Iteration 13Q: 3 clusters Score -2258044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2258070.000000 Penalty: 4748.847168
	Iteration 14Q: 3 clusters Score -2258070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2258092.750000 Penalty: 4748.847168
	Iteration 15Q: 3 clusters Score -2258093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2258111.750000 Penalty: 4748.847168
	Iteration 16Q: 3 clusters Score -2258112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2258113.750000 Penalty: 4748.847168
	Iteration 17Q: 3 clusters Score -2258114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2258122.000000 Penalty: 4748.847168
	Iteration 18Q: 3 clusters Score -2258122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2258129.000000 Penalty: 4748.847168
	Iteration 19Q: 3 clusters Score -2258129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2258133.250000 Penalty: 4748.847168
	Iteration 20F: 3 clusters Score -2258133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2258143.500000 Penalty: 4748.847168
	Iteration 21Q: 3 clusters Score -2258144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2258151.000000 Penalty: 4748.847168
	Iteration 22Q: 3 clusters Score -2258151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2258150.750000 Penalty: 4748.847168
	Iteration 23Q: 3 clusters Score -2258151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2258147.250000 Penalty: 4748.847168
	Iteration 24Q: 3 clusters Score -2258147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2258156.000000 Penalty: 4748.847168
	Iteration 25Q: 3 clusters Score -2258156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2258160.750000 Penalty: 4748.847168
	Iteration 26Q: 3 clusters Score -2258161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2258164.250000 Penalty: 4748.847168
	Iteration 27Q: 3 clusters Score -2258164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2258166.750000 Penalty: 4748.847168
	Iteration 28Q: 3 clusters Score -2258167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2258169.250000 Penalty: 4748.847168
	Iteration 29Q: 3 clusters Score -2258169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2258173.000000 Penalty: 4748.847168
	Iteration 30Q: 3 clusters Score -2258173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2258178.250000 Penalty: 4748.847168
	Iteration 31Q: 3 clusters Score -2258178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2258179.500000 Penalty: 4748.847168
	Iteration 32Q: 3 clusters Score -2258180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2258175.000000 Penalty: 4748.847168
	Iteration 33Q: 3 clusters Score -2258175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2258183.000000 Penalty: 4748.847168
	Iteration 34Q: 3 clusters Score -2258183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2258185.250000 Penalty: 4748.847168
	Iteration 35Q: 3 clusters Score -2258185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2258191.750000 Penalty: 4748.847168
	Iteration 36Q: 3 clusters Score -2258192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2258190.000000 Penalty: 4748.847168
	Iteration 37Q: 3 clusters Score -2258190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2258194.250000 Penalty: 4748.847168
	Iteration 38Q: 3 clusters Score -2258194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2258190.750000 Penalty: 4748.847168
	Iteration 39Q: 3 clusters Score -2258191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2258189.750000 Penalty: 4748.847168
	Iteration 40F: 3 clusters Score -2258190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2258189.500000 Penalty: 4748.847168
	Iteration 41Q: 3 clusters Score -2258190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2258189.000000 Penalty: 4748.847168
	Iteration 42Q: 3 clusters Score -2258189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2258195.500000 Penalty: 4748.847168
	Iteration 43Q: 3 clusters Score -2258196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2258195.250000 Penalty: 4748.847168
	Iteration 44Q: 3 clusters Score -2258195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2258195.750000 Penalty: 4748.847168
	Iteration 45Q: 3 clusters Score -2258196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2258194.750000 Penalty: 4748.847168
	Iteration 46Q: 3 clusters Score -2258195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2258194.000000 Penalty: 4748.847168
	Iteration 47Q: 3 clusters Score -2258194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2258197.000000 Penalty: 4748.847168
	Iteration 48Q: 3 clusters Score -2258197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2258192.500000 Penalty: 4748.847168
	Iteration 49Q: 3 clusters Score -2258192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2258193.250000 Penalty: 4748.847168
	Iteration 50Q: 3 clusters Score -2258193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2258192.750000 Penalty: 4748.847168
	Iteration 51Q: 3 clusters Score -2258193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2258196.000000 Penalty: 4748.847168
	Iteration 52Q: 3 clusters Score -2258196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2258194.500000 Penalty: 4748.847168
	Iteration 53Q: 3 clusters Score -2258194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2258195.250000 Penalty: 4748.847168
	Iteration 54Q: 3 clusters Score -2258195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2258195.000000 Penalty: 4748.847168
	Iteration 55Q: 3 clusters Score -2258195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2258192.750000 Penalty: 4748.847168
	Iteration 56Q: 3 clusters Score -2258193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2258190.000000 Penalty: 4748.847168
	Iteration 57Q: 3 clusters Score -2258190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2258194.750000 Penalty: 4748.847168
	Iteration 58Q: 3 clusters Score -2258195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2258194.750000 Penalty: 4748.847168
	Iteration 59Q: 3 clusters Score -2258195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2258195.000000 Penalty: 4748.847168
	Iteration 60F: 3 clusters Score -2258195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2258195.000000 Penalty: 4748.847168
	Iteration 61Q: 3 clusters Score -2258195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2258192.500000 Penalty: 4748.847168
	Iteration 62Q: 3 clusters Score -2258192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2258194.000000 Penalty: 4748.847168
	Iteration 63Q: 3 clusters Score -2258194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2258196.500000 Penalty: 4748.847168
	Iteration 64Q: 3 clusters Score -2258196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2258195.250000 Penalty: 4748.847168
	Iteration 65Q: 3 clusters Score -2258195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2258193.000000 Penalty: 4748.847168
	Iteration 66Q: 3 clusters Score -2258193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2258193.000000 Penalty: 4748.847168
	Iteration 67Q: 3 clusters Score -2258193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2258193.000000 Penalty: 4748.847168
	Iteration 68F: 3 clusters Score -2258193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -1064890.625000 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -1064891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1059057.000000 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -1059057 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1060776.875000 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -1060777 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1061113.750000 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -1061114 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1061329.500000 Penalty: 4404.977051
	Iteration 3F: 3 clusters Score -1061330 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1061504.250000 Penalty: 4404.977051
	Iteration 4Q: 3 clusters Score -1061504 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1061668.125000 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -1061668 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1061834.750000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -1061835 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1061996.625000 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -1061997 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1062143.875000 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -1062144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1062283.125000 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -1062283 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1062444.125000 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -1062444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1062551.000000 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -1062551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1062634.375000 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -1062634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1062696.750000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -1062697 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1062739.500000 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -1062740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1062769.625000 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -1062770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1062794.500000 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -1062794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1062817.125000 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -1062817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1062833.625000 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -1062834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1062849.500000 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -1062850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1062863.875000 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -1062864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1062871.875000 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -1062872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1062878.750000 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -1062879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1062886.375000 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -1062886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1062897.125000 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -1062897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1062901.125000 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -1062901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1062904.125000 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -1062904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1062905.375000 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -1062905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1062910.375000 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -1062910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1062911.125000 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -1062911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1062915.000000 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -1062915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1062920.125000 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -1062920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1062921.750000 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -1062922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1062925.000000 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -1062925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1062930.375000 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -1062930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1062934.250000 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -1062934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1062934.375000 Penalty: 4404.977051
	Iteration 36Q: 3 clusters Score -1062934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1062940.000000 Penalty: 4404.977051
	Iteration 37Q: 3 clusters Score -1062940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1062943.875000 Penalty: 4404.977051
	Iteration 38Q: 3 clusters Score -1062944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1062948.375000 Penalty: 4404.977051
	Iteration 39Q: 3 clusters Score -1062948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1062950.375000 Penalty: 4404.977051
	Iteration 40F: 3 clusters Score -1062950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1062957.250000 Penalty: 4404.977051
	Iteration 41Q: 3 clusters Score -1062957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1062961.875000 Penalty: 4404.977051
	Iteration 42Q: 3 clusters Score -1062962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1062964.375000 Penalty: 4404.977051
	Iteration 43Q: 3 clusters Score -1062964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1062965.125000 Penalty: 4404.977051
	Iteration 44Q: 3 clusters Score -1062965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1062969.375000 Penalty: 4404.977051
	Iteration 45Q: 3 clusters Score -1062969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1062970.625000 Penalty: 4404.977051
	Iteration 46Q: 3 clusters Score -1062971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1062975.375000 Penalty: 4404.977051
	Iteration 47Q: 3 clusters Score -1062975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1062979.875000 Penalty: 4404.977051
	Iteration 48Q: 3 clusters Score -1062980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1062982.000000 Penalty: 4404.977051
	Iteration 49Q: 3 clusters Score -1062982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1062987.750000 Penalty: 4404.977051
	Iteration 50Q: 3 clusters Score -1062988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1062988.375000 Penalty: 4404.977051
	Iteration 51Q: 3 clusters Score -1062988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1062990.625000 Penalty: 4404.977051
	Iteration 52Q: 3 clusters Score -1062991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1062991.000000 Penalty: 4404.977051
	Iteration 53Q: 3 clusters Score -1062991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1062991.750000 Penalty: 4404.977051
	Iteration 54Q: 3 clusters Score -1062992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1062992.625000 Penalty: 4404.977051
	Iteration 55Q: 3 clusters Score -1062993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1062990.625000 Penalty: 4404.977051
	Iteration 56Q: 3 clusters Score -1062991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1062989.375000 Penalty: 4404.977051
	Iteration 57Q: 3 clusters Score -1062989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1062991.250000 Penalty: 4404.977051
	Iteration 58Q: 3 clusters Score -1062991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1062991.500000 Penalty: 4404.977051
	Iteration 59Q: 3 clusters Score -1062992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1062990.375000 Penalty: 4404.977051
	Iteration 60F: 3 clusters Score -1062990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Entering Unmasked Estep 
Score: -5202696.500000 Penalty: 2583.007568
	Iteration 0F: 2 clusters Score -5202696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5180061.500000 Penalty: 5166.015137
	Iteration 0F: 3 clusters Score -5180062 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5188626.000000 Penalty: 5166.015137
	Iteration 1F: 3 clusters Score -5188626 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5189778.000000 Penalty: 5166.015137
	Iteration 2F: 3 clusters Score -5189778 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5191204.000000 Penalty: 5166.015137
	Iteration 3F: 3 clusters Score -5191204 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5192944.000000 Penalty: 5166.015137
	Iteration 4F: 3 clusters Score -5192944 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5194418.500000 Penalty: 5166.015137
	Iteration 5F: 3 clusters Score -5194418 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5195497.000000 Penalty: 5166.015137
	Iteration 6F: 3 clusters Score -5195497 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5196085.000000 Penalty: 5166.015137
	Iteration 7Q: 3 clusters Score -5196085 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -5196451.500000 Penalty: 5166.015137
	Iteration 8Q: 3 clusters Score -5196452 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5196668.000000 Penalty: 5166.015137
	Iteration 9Q: 3 clusters Score -5196668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5196832.500000 Penalty: 5166.015137
	Iteration 10Q: 3 clusters Score -5196832 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5196934.500000 Penalty: 5166.015137
	Iteration 11Q: 3 clusters Score -5196934 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5197059.000000 Penalty: 5166.015137
	Iteration 12Q: 3 clusters Score -5197059 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5197188.500000 Penalty: 5166.015137
	Iteration 13Q: 3 clusters Score -5197188 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5197294.500000 Penalty: 5166.015137
	Iteration 14Q: 3 clusters Score -5197294 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -5197423.500000 Penalty: 5166.015137
	Iteration 15Q: 3 clusters Score -5197424 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -5197550.500000 Penalty: 5166.015137
	Iteration 16Q: 3 clusters Score -5197550 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5197695.500000 Penalty: 5166.015137
	Iteration 17Q: 3 clusters Score -5197696 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5197918.000000 Penalty: 5166.015137
	Iteration 18Q: 3 clusters Score -5197918 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5198134.500000 Penalty: 5166.015137
	Iteration 19Q: 3 clusters Score -5198134 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5198394.000000 Penalty: 5166.015137
	Iteration 20F: 3 clusters Score -5198394 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5198678.000000 Penalty: 5166.015137
	Iteration 21Q: 3 clusters Score -5198678 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5199002.000000 Penalty: 5166.015137
	Iteration 22Q: 3 clusters Score -5199002 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5199297.000000 Penalty: 5166.015137
	Iteration 23Q: 3 clusters Score -5199297 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5199569.500000 Penalty: 5166.015137
	Iteration 24Q: 3 clusters Score -5199570 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5199792.500000 Penalty: 5166.015137
	Iteration 25Q: 3 clusters Score -5199792 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5199971.500000 Penalty: 5166.015137
	Iteration 26Q: 3 clusters Score -5199972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5200128.500000 Penalty: 5166.015137
	Iteration 27Q: 3 clusters Score -5200128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5200270.000000 Penalty: 5166.015137
	Iteration 28Q: 3 clusters Score -5200270 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5200370.000000 Penalty: 5166.015137
	Iteration 29Q: 3 clusters Score -5200370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5200445.000000 Penalty: 5166.015137
	Iteration 30Q: 3 clusters Score -5200445 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5200499.500000 Penalty: 5166.015137
	Iteration 31Q: 3 clusters Score -5200500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5200535.500000 Penalty: 5166.015137
	Iteration 32Q: 3 clusters Score -5200536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5200570.500000 Penalty: 5166.015137
	Iteration 33Q: 3 clusters Score -5200570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5200591.500000 Penalty: 5166.015137
	Iteration 34Q: 3 clusters Score -5200592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5200615.500000 Penalty: 5166.015137
	Iteration 35Q: 3 clusters Score -5200616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5200634.000000 Penalty: 5166.015137
	Iteration 36Q: 3 clusters Score -5200634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5200644.500000 Penalty: 5166.015137
	Iteration 37Q: 3 clusters Score -5200644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5200639.000000 Penalty: 5166.015137
	Iteration 38Q: 3 clusters Score -5200639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5200673.000000 Penalty: 5166.015137
	Iteration 39Q: 3 clusters Score -5200673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5200684.000000 Penalty: 5166.015137
	Iteration 40F: 3 clusters Score -5200684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5200685.000000 Penalty: 5166.015137
	Iteration 41Q: 3 clusters Score -5200685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5200687.000000 Penalty: 5166.015137
	Iteration 42Q: 3 clusters Score -5200687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5200690.500000 Penalty: 5166.015137
	Iteration 43Q: 3 clusters Score -5200690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5200713.000000 Penalty: 5166.015137
	Iteration 44Q: 3 clusters Score -5200713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5200712.000000 Penalty: 5166.015137
	Iteration 45Q: 3 clusters Score -5200712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5200721.000000 Penalty: 5166.015137
	Iteration 46Q: 3 clusters Score -5200721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5200722.000000 Penalty: 5166.015137
	Iteration 47Q: 3 clusters Score -5200722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5200733.000000 Penalty: 5166.015137
	Iteration 48Q: 3 clusters Score -5200733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5200733.500000 Penalty: 5166.015137
	Iteration 49Q: 3 clusters Score -5200734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5200736.500000 Penalty: 5166.015137
	Iteration 50Q: 3 clusters Score -5200736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5200734.500000 Penalty: 5166.015137
	Iteration 51Q: 3 clusters Score -5200734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5200742.000000 Penalty: 5166.015137
	Iteration 52Q: 3 clusters Score -5200742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5200745.500000 Penalty: 5166.015137
	Iteration 53Q: 3 clusters Score -5200746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5200745.500000 Penalty: 5166.015137
	Iteration 54F: 3 clusters Score -5200746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -168385.406250 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -168385.4 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 563 members 
Entering Unmasked Estep 
Score: -166380.250000 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -166380.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166678.484375 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -166678.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -166799.703125 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -166799.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -166888.328125 Penalty: 3485.988037
	Iteration 3F: 3 clusters Score -166888.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -166939.703125 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -166939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -166991.203125 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -166991.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -167040.687500 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -167040.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -167070.062500 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -167070.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -167088.468750 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -167088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -167111.578125 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -167111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -167129.625000 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -167129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -167149.703125 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -167149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -167164.625000 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -167164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -167173.906250 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -167173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -167185.015625 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -167185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -167193.500000 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -167193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -167193.937500 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -167193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -167193.937500 Penalty: 3485.988037
	Iteration 17F: 3 clusters Score -167193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (52623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Entering Unmasked Estep 
Score: -8197661.500000 Penalty: 2695.985352
	Iteration 0F: 2 clusters Score -8197662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -8162339.000000 Penalty: 5391.970703
	Iteration 0F: 3 clusters Score -8162339 nChanged 24377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8176306.500000 Penalty: 5391.970703
	Iteration 1F: 3 clusters Score -8176306 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -8177135.000000 Penalty: 5391.970703
	Iteration 2Q: 3 clusters Score -8177135 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -8177867.500000 Penalty: 5391.970703
	Iteration 3Q: 3 clusters Score -8177868 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -8178629.500000 Penalty: 5391.970703
	Iteration 4Q: 3 clusters Score -8178630 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -8179418.000000 Penalty: 5391.970703
	Iteration 5Q: 3 clusters Score -8179418 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8180159.000000 Penalty: 5391.970703
	Iteration 6Q: 3 clusters Score -8180159 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8181121.500000 Penalty: 5391.970703
	Iteration 7Q: 3 clusters Score -8181122 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8182118.500000 Penalty: 5391.970703
	Iteration 8Q: 3 clusters Score -8182118 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8183168.000000 Penalty: 5391.970703
	Iteration 9Q: 3 clusters Score -8183168 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -8184278.000000 Penalty: 5391.970703
	Iteration 10Q: 3 clusters Score -8184278 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -8185492.500000 Penalty: 5391.970703
	Iteration 11Q: 3 clusters Score -8185492 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -8186668.500000 Penalty: 5391.970703
	Iteration 12Q: 3 clusters Score -8186668 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8187675.500000 Penalty: 5391.970703
	Iteration 13Q: 3 clusters Score -8187676 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8188425.000000 Penalty: 5391.970703
	Iteration 14Q: 3 clusters Score -8188425 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -8189019.000000 Penalty: 5391.970703
	Iteration 15Q: 3 clusters Score -8189019 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -8189398.500000 Penalty: 5391.970703
	Iteration 16Q: 3 clusters Score -8189398 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -8189704.000000 Penalty: 5391.970703
	Iteration 17Q: 3 clusters Score -8189704 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -8190025.500000 Penalty: 5391.970703
	Iteration 18Q: 3 clusters Score -8190026 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -8190336.000000 Penalty: 5391.970703
	Iteration 19Q: 3 clusters Score -8190336 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8190631.500000 Penalty: 5391.970703
	Iteration 20F: 3 clusters Score -8190632 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -8190981.000000 Penalty: 5391.970703
	Iteration 21Q: 3 clusters Score -8190981 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -8191278.500000 Penalty: 5391.970703
	Iteration 22Q: 3 clusters Score -8191278 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -8191571.500000 Penalty: 5391.970703
	Iteration 23Q: 3 clusters Score -8191572 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -8191916.000000 Penalty: 5391.970703
	Iteration 24Q: 3 clusters Score -8191916 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8192287.500000 Penalty: 5391.970703
	Iteration 25Q: 3 clusters Score -8192288 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8192648.500000 Penalty: 5391.970703
	Iteration 26Q: 3 clusters Score -8192648 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -8192975.500000 Penalty: 5391.970703
	Iteration 27Q: 3 clusters Score -8192976 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8193267.000000 Penalty: 5391.970703
	Iteration 28Q: 3 clusters Score -8193267 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8193532.500000 Penalty: 5391.970703
	Iteration 29Q: 3 clusters Score -8193532 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8193785.000000 Penalty: 5391.970703
	Iteration 30Q: 3 clusters Score -8193785 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8194028.000000 Penalty: 5391.970703
	Iteration 31Q: 3 clusters Score -8194028 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8194227.500000 Penalty: 5391.970703
	Iteration 32Q: 3 clusters Score -8194228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8194409.000000 Penalty: 5391.970703
	Iteration 33Q: 3 clusters Score -8194409 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8194569.500000 Penalty: 5391.970703
	Iteration 34Q: 3 clusters Score -8194570 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8194738.000000 Penalty: 5391.970703
	Iteration 35Q: 3 clusters Score -8194738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8194853.500000 Penalty: 5391.970703
	Iteration 36Q: 3 clusters Score -8194854 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8194935.000000 Penalty: 5391.970703
	Iteration 37Q: 3 clusters Score -8194935 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8194993.500000 Penalty: 5391.970703
	Iteration 38Q: 3 clusters Score -8194994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8195036.500000 Penalty: 5391.970703
	Iteration 39Q: 3 clusters Score -8195036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8195087.500000 Penalty: 5391.970703
	Iteration 40F: 3 clusters Score -8195088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8195111.500000 Penalty: 5391.970703
	Iteration 41Q: 3 clusters Score -8195112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8195147.500000 Penalty: 5391.970703
	Iteration 42Q: 3 clusters Score -8195148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8195174.500000 Penalty: 5391.970703
	Iteration 43Q: 3 clusters Score -8195174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8195203.000000 Penalty: 5391.970703
	Iteration 44Q: 3 clusters Score -8195203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8195215.000000 Penalty: 5391.970703
	Iteration 45Q: 3 clusters Score -8195215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8195258.000000 Penalty: 5391.970703
	Iteration 46Q: 3 clusters Score -8195258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8195278.000000 Penalty: 5391.970703
	Iteration 47Q: 3 clusters Score -8195278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8195290.500000 Penalty: 5391.970703
	Iteration 48Q: 3 clusters Score -8195290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8195305.500000 Penalty: 5391.970703
	Iteration 49Q: 3 clusters Score -8195306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8195314.500000 Penalty: 5391.970703
	Iteration 50Q: 3 clusters Score -8195314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8195321.000000 Penalty: 5391.970703
	Iteration 51Q: 3 clusters Score -8195321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8195326.500000 Penalty: 5391.970703
	Iteration 52Q: 3 clusters Score -8195326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8195336.500000 Penalty: 5391.970703
	Iteration 53Q: 3 clusters Score -8195336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8195343.500000 Penalty: 5391.970703
	Iteration 54Q: 3 clusters Score -8195344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8195352.500000 Penalty: 5391.970703
	Iteration 55Q: 3 clusters Score -8195352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8195359.500000 Penalty: 5391.970703
	Iteration 56Q: 3 clusters Score -8195360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8195364.000000 Penalty: 5391.970703
	Iteration 57Q: 3 clusters Score -8195364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8195361.000000 Penalty: 5391.970703
	Iteration 58Q: 3 clusters Score -8195361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8195364.500000 Penalty: 5391.970703
	Iteration 59Q: 3 clusters Score -8195364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8195352.500000 Penalty: 5391.970703
	Iteration 60F: 3 clusters Score -8195352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8195361.500000 Penalty: 5391.970703
	Iteration 61Q: 3 clusters Score -8195362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8195365.500000 Penalty: 5391.970703
	Iteration 62Q: 3 clusters Score -8195366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8195362.500000 Penalty: 5391.970703
	Iteration 63Q: 3 clusters Score -8195362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8195362.500000 Penalty: 5391.970703
	Iteration 64F: 3 clusters Score -8195362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -83286.062500 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -83286.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81714.750000 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -81714.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81872.929688 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -81872.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81939.320312 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -81939.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81966.851562 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -81966.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81998.820312 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -81998.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82013.453125 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -82013.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82026.804688 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -82026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82043.117188 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -82043.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82046.242188 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -82046.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82050.992188 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -82050.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82055.000000 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -82055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82064.625000 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -82064.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82080.312500 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -82080.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82086.296875 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -82086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82093.453125 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -82093.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82096.562500 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -82096.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82100.148438 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -82100.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82105.953125 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -82105.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82105.953125 Penalty: 3128.816650
	Iteration 18F: 3 clusters Score -82105.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -1250228.625000 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -1250229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1243527.625000 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -1243528 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1245413.250000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -1245413 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1245771.000000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -1245771 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1246015.875000 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -1246016 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1246212.875000 Penalty: 4482.675293
	Iteration 4Q: 3 clusters Score -1246213 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1246413.000000 Penalty: 4482.675293
	Iteration 5Q: 3 clusters Score -1246413 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1246591.875000 Penalty: 4482.675293
	Iteration 6Q: 3 clusters Score -1246592 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1246751.000000 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -1246751 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1246905.000000 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -1246905 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1247050.625000 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -1247051 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1247210.125000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -1247210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1247350.625000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -1247351 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1247501.250000 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -1247501 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1247630.125000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -1247630 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1247735.875000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -1247736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1247846.000000 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -1247846 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1247953.875000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -1247954 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1248050.000000 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -1248050 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1248121.000000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -1248121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1248176.875000 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -1248177 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1248227.625000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -1248228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1248264.875000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -1248265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1248322.250000 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -1248322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1248367.750000 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -1248368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1248418.500000 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -1248418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1248475.750000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -1248476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1248531.875000 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -1248532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1248570.750000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -1248571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1248598.625000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -1248599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1248622.375000 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -1248622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1248638.750000 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -1248639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1248652.000000 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -1248652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1248656.375000 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -1248656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1248666.375000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -1248666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1248671.625000 Penalty: 4482.675293
	Iteration 34Q: 3 clusters Score -1248672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1248682.375000 Penalty: 4482.675293
	Iteration 35Q: 3 clusters Score -1248682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1248687.750000 Penalty: 4482.675293
	Iteration 36Q: 3 clusters Score -1248688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1248693.375000 Penalty: 4482.675293
	Iteration 37Q: 3 clusters Score -1248693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1248694.875000 Penalty: 4482.675293
	Iteration 38Q: 3 clusters Score -1248695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1248693.875000 Penalty: 4482.675293
	Iteration 39Q: 3 clusters Score -1248694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1248695.500000 Penalty: 4482.675293
	Iteration 40F: 3 clusters Score -1248696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1248693.750000 Penalty: 4482.675293
	Iteration 41Q: 3 clusters Score -1248694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1248693.750000 Penalty: 4482.675293
	Iteration 42F: 3 clusters Score -1248694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -1022095.250000 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -1022095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1016469.375000 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -1016469 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1017986.500000 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -1017986 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1018244.937500 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -1018245 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1018403.250000 Penalty: 4375.944824
	Iteration 3Q: 3 clusters Score -1018403 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1018508.687500 Penalty: 4375.944824
	Iteration 4Q: 3 clusters Score -1018509 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1018599.312500 Penalty: 4375.944824
	Iteration 5Q: 3 clusters Score -1018599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1018686.875000 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -1018687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1018778.062500 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -1018778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1018866.687500 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -1018867 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1018955.937500 Penalty: 4375.944824
	Iteration 9Q: 3 clusters Score -1018956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1019040.000000 Penalty: 4375.944824
	Iteration 10Q: 3 clusters Score -1019040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1019113.437500 Penalty: 4375.944824
	Iteration 11Q: 3 clusters Score -1019113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1019201.937500 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -1019202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1019295.437500 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -1019295 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1019406.812500 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -1019407 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1019514.312500 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -1019514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1019626.875000 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -1019627 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1019742.875000 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -1019743 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1019849.125000 Penalty: 4375.944824
	Iteration 18Q: 3 clusters Score -1019849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1019951.625000 Penalty: 4375.944824
	Iteration 19Q: 3 clusters Score -1019952 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1020033.562500 Penalty: 4375.944824
	Iteration 20F: 3 clusters Score -1020034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1020098.062500 Penalty: 4375.944824
	Iteration 21Q: 3 clusters Score -1020098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1020160.625000 Penalty: 4375.944824
	Iteration 22Q: 3 clusters Score -1020161 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1020218.437500 Penalty: 4375.944824
	Iteration 23Q: 3 clusters Score -1020218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1020257.812500 Penalty: 4375.944824
	Iteration 24Q: 3 clusters Score -1020258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1020285.312500 Penalty: 4375.944824
	Iteration 25Q: 3 clusters Score -1020285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1020312.500000 Penalty: 4375.944824
	Iteration 26Q: 3 clusters Score -1020312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1020332.500000 Penalty: 4375.944824
	Iteration 27Q: 3 clusters Score -1020332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1020357.250000 Penalty: 4375.944824
	Iteration 28Q: 3 clusters Score -1020357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1020394.375000 Penalty: 4375.944824
	Iteration 29Q: 3 clusters Score -1020394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1020424.250000 Penalty: 4375.944824
	Iteration 30Q: 3 clusters Score -1020424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1020449.187500 Penalty: 4375.944824
	Iteration 31Q: 3 clusters Score -1020449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1020464.250000 Penalty: 4375.944824
	Iteration 32Q: 3 clusters Score -1020464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1020480.062500 Penalty: 4375.944824
	Iteration 33Q: 3 clusters Score -1020480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1020487.812500 Penalty: 4375.944824
	Iteration 34Q: 3 clusters Score -1020488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1020494.562500 Penalty: 4375.944824
	Iteration 35Q: 3 clusters Score -1020495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1020503.750000 Penalty: 4375.944824
	Iteration 36Q: 3 clusters Score -1020504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1020509.562500 Penalty: 4375.944824
	Iteration 37Q: 3 clusters Score -1020510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1020512.437500 Penalty: 4375.944824
	Iteration 38Q: 3 clusters Score -1020512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1020512.937500 Penalty: 4375.944824
	Iteration 39Q: 3 clusters Score -1020513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020513.937500 Penalty: 4375.944824
	Iteration 40F: 3 clusters Score -1020514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1020514.250000 Penalty: 4375.944824
	Iteration 41Q: 3 clusters Score -1020514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1020518.437500 Penalty: 4375.944824
	Iteration 42Q: 3 clusters Score -1020518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020518.062500 Penalty: 4375.944824
	Iteration 43Q: 3 clusters Score -1020518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020517.937500 Penalty: 4375.944824
	Iteration 44Q: 3 clusters Score -1020518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1020518.875000 Penalty: 4375.944824
	Iteration 45Q: 3 clusters Score -1020519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1020518.875000 Penalty: 4375.944824
	Iteration 46F: 3 clusters Score -1020519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Entering Unmasked Estep 
Score: -2021850.375000 Penalty: 2357.522705
	Iteration 0F: 2 clusters Score -2021850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2012014.500000 Penalty: 4715.045410
	Iteration 0F: 3 clusters Score -2012014 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2015341.375000 Penalty: 4715.045410
	Iteration 1F: 3 clusters Score -2015341 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2015971.500000 Penalty: 4715.045410
	Iteration 2F: 3 clusters Score -2015972 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2016554.750000 Penalty: 4715.045410
	Iteration 3F: 3 clusters Score -2016555 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2017174.500000 Penalty: 4715.045410
	Iteration 4F: 3 clusters Score -2017174 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2017818.000000 Penalty: 4715.045410
	Iteration 5F: 3 clusters Score -2017818 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2018382.250000 Penalty: 4715.045410
	Iteration 6F: 3 clusters Score -2018382 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2018855.250000 Penalty: 4715.045410
	Iteration 7F: 3 clusters Score -2018855 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2019217.250000 Penalty: 4715.045410
	Iteration 8Q: 3 clusters Score -2019217 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2019461.625000 Penalty: 4715.045410
	Iteration 9Q: 3 clusters Score -2019462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2019613.000000 Penalty: 4715.045410
	Iteration 10Q: 3 clusters Score -2019613 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2019719.375000 Penalty: 4715.045410
	Iteration 11Q: 3 clusters Score -2019719 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2019786.750000 Penalty: 4715.045410
	Iteration 12Q: 3 clusters Score -2019787 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2019843.750000 Penalty: 4715.045410
	Iteration 13Q: 3 clusters Score -2019844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2019888.625000 Penalty: 4715.045410
	Iteration 14Q: 3 clusters Score -2019889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2019914.000000 Penalty: 4715.045410
	Iteration 15Q: 3 clusters Score -2019914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2019942.500000 Penalty: 4715.045410
	Iteration 16Q: 3 clusters Score -2019942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2019959.125000 Penalty: 4715.045410
	Iteration 17Q: 3 clusters Score -2019959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2019969.875000 Penalty: 4715.045410
	Iteration 18Q: 3 clusters Score -2019970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2019985.000000 Penalty: 4715.045410
	Iteration 19Q: 3 clusters Score -2019985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2019987.875000 Penalty: 4715.045410
	Iteration 20F: 3 clusters Score -2019988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2019992.125000 Penalty: 4715.045410
	Iteration 21Q: 3 clusters Score -2019992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2019994.000000 Penalty: 4715.045410
	Iteration 22Q: 3 clusters Score -2019994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2020000.500000 Penalty: 4715.045410
	Iteration 23Q: 3 clusters Score -2020000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2020004.750000 Penalty: 4715.045410
	Iteration 24Q: 3 clusters Score -2020005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2020006.500000 Penalty: 4715.045410
	Iteration 25Q: 3 clusters Score -2020006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2020011.625000 Penalty: 4715.045410
	Iteration 26Q: 3 clusters Score -2020012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2020017.250000 Penalty: 4715.045410
	Iteration 27Q: 3 clusters Score -2020017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2020025.125000 Penalty: 4715.045410
	Iteration 28Q: 3 clusters Score -2020025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2020027.125000 Penalty: 4715.045410
	Iteration 29Q: 3 clusters Score -2020027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2020032.750000 Penalty: 4715.045410
	Iteration 30Q: 3 clusters Score -2020033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2020034.125000 Penalty: 4715.045410
	Iteration 31Q: 3 clusters Score -2020034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2020036.750000 Penalty: 4715.045410
	Iteration 32Q: 3 clusters Score -2020037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2020037.750000 Penalty: 4715.045410
	Iteration 33Q: 3 clusters Score -2020038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2020041.250000 Penalty: 4715.045410
	Iteration 34Q: 3 clusters Score -2020041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2020045.625000 Penalty: 4715.045410
	Iteration 35Q: 3 clusters Score -2020046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2020052.750000 Penalty: 4715.045410
	Iteration 36Q: 3 clusters Score -2020053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2020053.500000 Penalty: 4715.045410
	Iteration 37Q: 3 clusters Score -2020054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2020054.875000 Penalty: 4715.045410
	Iteration 38Q: 3 clusters Score -2020055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2020061.625000 Penalty: 4715.045410
	Iteration 39Q: 3 clusters Score -2020062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2020066.750000 Penalty: 4715.045410
	Iteration 40F: 3 clusters Score -2020067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2020071.125000 Penalty: 4715.045410
	Iteration 41Q: 3 clusters Score -2020071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2020078.375000 Penalty: 4715.045410
	Iteration 42Q: 3 clusters Score -2020078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2020078.375000 Penalty: 4715.045410
	Iteration 43Q: 3 clusters Score -2020078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2020086.500000 Penalty: 4715.045410
	Iteration 44Q: 3 clusters Score -2020086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2020084.125000 Penalty: 4715.045410
	Iteration 45Q: 3 clusters Score -2020084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2020085.500000 Penalty: 4715.045410
	Iteration 46Q: 3 clusters Score -2020086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2020086.000000 Penalty: 4715.045410
	Iteration 47Q: 3 clusters Score -2020086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2020091.125000 Penalty: 4715.045410
	Iteration 48Q: 3 clusters Score -2020091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2020094.375000 Penalty: 4715.045410
	Iteration 49Q: 3 clusters Score -2020094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2020097.250000 Penalty: 4715.045410
	Iteration 50Q: 3 clusters Score -2020097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2020099.625000 Penalty: 4715.045410
	Iteration 51Q: 3 clusters Score -2020100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2020100.875000 Penalty: 4715.045410
	Iteration 52Q: 3 clusters Score -2020101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2020103.125000 Penalty: 4715.045410
	Iteration 53Q: 3 clusters Score -2020103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2020105.375000 Penalty: 4715.045410
	Iteration 54Q: 3 clusters Score -2020105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2020106.125000 Penalty: 4715.045410
	Iteration 55Q: 3 clusters Score -2020106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2020109.250000 Penalty: 4715.045410
	Iteration 56Q: 3 clusters Score -2020109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2020106.875000 Penalty: 4715.045410
	Iteration 57Q: 3 clusters Score -2020107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2020107.625000 Penalty: 4715.045410
	Iteration 58Q: 3 clusters Score -2020108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2020106.875000 Penalty: 4715.045410
	Iteration 59Q: 3 clusters Score -2020107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2020105.500000 Penalty: 4715.045410
	Iteration 60F: 3 clusters Score -2020106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2020109.750000 Penalty: 4715.045410
	Iteration 61Q: 3 clusters Score -2020110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2020114.250000 Penalty: 4715.045410
	Iteration 62Q: 3 clusters Score -2020114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2020117.875000 Penalty: 4715.045410
	Iteration 63Q: 3 clusters Score -2020118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2020122.125000 Penalty: 4715.045410
	Iteration 64Q: 3 clusters Score -2020122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2020120.375000 Penalty: 4715.045410
	Iteration 65Q: 3 clusters Score -2020120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2020119.625000 Penalty: 4715.045410
	Iteration 66Q: 3 clusters Score -2020120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2020122.500000 Penalty: 4715.045410
	Iteration 67Q: 3 clusters Score -2020122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2020126.750000 Penalty: 4715.045410
	Iteration 68Q: 3 clusters Score -2020127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2020128.125000 Penalty: 4715.045410
	Iteration 69Q: 3 clusters Score -2020128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2020128.500000 Penalty: 4715.045410
	Iteration 70Q: 3 clusters Score -2020128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2020128.125000 Penalty: 4715.045410
	Iteration 71Q: 3 clusters Score -2020128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2020128.125000 Penalty: 4715.045410
	Iteration 72F: 3 clusters Score -2020128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Entering Unmasked Estep 
Score: -2210698.750000 Penalty: 2381.642090
	Iteration 0F: 2 clusters Score -2210699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2200065.750000 Penalty: 4763.284180
	Iteration 0F: 3 clusters Score -2200066 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2203816.250000 Penalty: 4763.284180
	Iteration 1F: 3 clusters Score -2203816 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2204485.250000 Penalty: 4763.284180
	Iteration 2F: 3 clusters Score -2204485 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2205081.500000 Penalty: 4763.284180
	Iteration 3F: 3 clusters Score -2205082 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2205505.250000 Penalty: 4763.284180
	Iteration 4F: 3 clusters Score -2205505 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2205857.000000 Penalty: 4763.284180
	Iteration 5Q: 3 clusters Score -2205857 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2206172.750000 Penalty: 4763.284180
	Iteration 6Q: 3 clusters Score -2206173 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2206455.000000 Penalty: 4763.284180
	Iteration 7Q: 3 clusters Score -2206455 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2206707.750000 Penalty: 4763.284180
	Iteration 8Q: 3 clusters Score -2206708 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2206956.500000 Penalty: 4763.284180
	Iteration 9Q: 3 clusters Score -2206956 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2207216.000000 Penalty: 4763.284180
	Iteration 10Q: 3 clusters Score -2207216 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2207512.250000 Penalty: 4763.284180
	Iteration 11Q: 3 clusters Score -2207512 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2207783.250000 Penalty: 4763.284180
	Iteration 12Q: 3 clusters Score -2207783 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2208066.000000 Penalty: 4763.284180
	Iteration 13Q: 3 clusters Score -2208066 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2208343.500000 Penalty: 4763.284180
	Iteration 14Q: 3 clusters Score -2208344 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2208573.500000 Penalty: 4763.284180
	Iteration 15Q: 3 clusters Score -2208574 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2208746.250000 Penalty: 4763.284180
	Iteration 16Q: 3 clusters Score -2208746 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2208869.000000 Penalty: 4763.284180
	Iteration 17Q: 3 clusters Score -2208869 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2208949.000000 Penalty: 4763.284180
	Iteration 18Q: 3 clusters Score -2208949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2208992.750000 Penalty: 4763.284180
	Iteration 19Q: 3 clusters Score -2208993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2209014.250000 Penalty: 4763.284180
	Iteration 20F: 3 clusters Score -2209014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2209033.250000 Penalty: 4763.284180
	Iteration 21Q: 3 clusters Score -2209033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2209045.500000 Penalty: 4763.284180
	Iteration 22Q: 3 clusters Score -2209046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2209059.000000 Penalty: 4763.284180
	Iteration 23Q: 3 clusters Score -2209059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2209061.000000 Penalty: 4763.284180
	Iteration 24Q: 3 clusters Score -2209061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2209070.750000 Penalty: 4763.284180
	Iteration 25Q: 3 clusters Score -2209071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2209066.500000 Penalty: 4763.284180
	Iteration 26Q: 3 clusters Score -2209066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2209074.750000 Penalty: 4763.284180
	Iteration 27Q: 3 clusters Score -2209075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2209070.000000 Penalty: 4763.284180
	Iteration 28Q: 3 clusters Score -2209070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2209074.000000 Penalty: 4763.284180
	Iteration 29Q: 3 clusters Score -2209074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2209078.750000 Penalty: 4763.284180
	Iteration 30Q: 3 clusters Score -2209079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2209079.250000 Penalty: 4763.284180
	Iteration 31Q: 3 clusters Score -2209079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2209079.250000 Penalty: 4763.284180
	Iteration 32Q: 3 clusters Score -2209079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2209077.750000 Penalty: 4763.284180
	Iteration 33Q: 3 clusters Score -2209078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2209079.250000 Penalty: 4763.284180
	Iteration 34Q: 3 clusters Score -2209079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2209078.000000 Penalty: 4763.284180
	Iteration 35Q: 3 clusters Score -2209078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2209080.000000 Penalty: 4763.284180
	Iteration 36Q: 3 clusters Score -2209080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2209080.000000 Penalty: 4763.284180
	Iteration 37F: 3 clusters Score -2209080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21500 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28552 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 62878 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103527 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 53143 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63827 members 
Mstep: Class 25 contains 20789 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7753 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 26193 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7319 members 
Mstep: Class 36 contains 85956 members 
Mstep: Class 37 contains 14390 members 
Mstep: Class 38 contains 7194 members 
Mstep: Class 39 contains 33368 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52623 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8414 members 
Mstep: Class 44 contains 6785 members 
Mstep: Class 45 contains 13442 members 
Mstep: Class 46 contains 14815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403232.000000 Penalty: 154999.796875
Iteration 199Q: 47 clusters Score -1.204032e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21504 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28556 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12201 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 21884 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62879 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 103517 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 53144 members 
Mstep: Class 22 contains 7513 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63827 members 
Mstep: Class 25 contains 20789 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7147 members 
Mstep: Class 33 contains 26185 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7309 members 
Mstep: Class 36 contains 85958 members 
Mstep: Class 37 contains 14388 members 
Mstep: Class 38 contains 7202 members 
Mstep: Class 39 contains 33371 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52617 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8416 members 
Mstep: Class 44 contains 6785 members 
Mstep: Class 45 contains 13462 members 
Mstep: Class 46 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403216.000000 Penalty: 154999.796875
Iteration 200F: 47 clusters Score -1.204032e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21507 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 28558 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14616 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12204 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14606 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62879 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38165 members 
Mstep: Class 19 contains 103507 members 
Mstep: Class 20 contains 6548 members 
Mstep: Class 21 contains 53144 members 
Mstep: Class 22 contains 7505 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 63828 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 451 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7750 members 
Mstep: Class 32 contains 7149 members 
Mstep: Class 33 contains 26185 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7300 members 
Mstep: Class 36 contains 85954 members 
Mstep: Class 37 contains 14385 members 
Mstep: Class 38 contains 7210 members 
Mstep: Class 39 contains 33372 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52617 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8417 members 
Mstep: Class 44 contains 6790 members 
Mstep: Class 45 contains 13481 members 
Mstep: Class 46 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403464.000000 Penalty: 154999.796875
Iteration 201Q: 47 clusters Score -1.204035e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21513 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 28560 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 14609 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12204 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62879 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 103495 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7501 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 63829 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7151 members 
Mstep: Class 33 contains 26184 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7294 members 
Mstep: Class 36 contains 85954 members 
Mstep: Class 37 contains 14381 members 
Mstep: Class 38 contains 7217 members 
Mstep: Class 39 contains 33370 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52617 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8416 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13500 members 
Mstep: Class 46 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403440.000000 Penalty: 154999.796875
Iteration 202Q: 47 clusters Score -1.204034e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21514 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 28563 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 14604 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62878 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 103487 members 
Mstep: Class 20 contains 6544 members 
Mstep: Class 21 contains 53141 members 
Mstep: Class 22 contains 7497 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63828 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7752 members 
Mstep: Class 32 contains 7152 members 
Mstep: Class 33 contains 26174 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7289 members 
Mstep: Class 36 contains 85953 members 
Mstep: Class 37 contains 14380 members 
Mstep: Class 38 contains 7228 members 
Mstep: Class 39 contains 33372 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52614 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8418 members 
Mstep: Class 44 contains 6792 members 
Mstep: Class 45 contains 13509 members 
Mstep: Class 46 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403440.000000 Penalty: 154999.796875
Iteration 203Q: 47 clusters Score -1.204034e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 28565 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 14595 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12206 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21884 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 62877 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38161 members 
Mstep: Class 19 contains 103477 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7496 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63834 members 
Mstep: Class 25 contains 20781 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 7155 members 
Mstep: Class 33 contains 26169 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7283 members 
Mstep: Class 36 contains 85951 members 
Mstep: Class 37 contains 14380 members 
Mstep: Class 38 contains 7235 members 
Mstep: Class 39 contains 33373 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52613 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8419 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13526 members 
Mstep: Class 46 contains 14813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403480.000000 Penalty: 154999.796875
Iteration 204Q: 47 clusters Score -1.204035e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28572 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 62873 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103465 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7494 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20781 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 7153 members 
Mstep: Class 33 contains 26161 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7280 members 
Mstep: Class 36 contains 85950 members 
Mstep: Class 37 contains 14380 members 
Mstep: Class 38 contains 7237 members 
Mstep: Class 39 contains 33373 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52610 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8420 members 
Mstep: Class 44 contains 6789 members 
Mstep: Class 45 contains 13547 members 
Mstep: Class 46 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403552.000000 Penalty: 154999.796875
Iteration 205Q: 47 clusters Score -1.204036e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28582 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14583 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12204 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 62875 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 103458 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 21 contains 53138 members 
Mstep: Class 22 contains 7491 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7755 members 
Mstep: Class 32 contains 7155 members 
Mstep: Class 33 contains 26156 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 85951 members 
Mstep: Class 37 contains 14380 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 33373 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52606 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8419 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13558 members 
Mstep: Class 46 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403544.000000 Penalty: 154999.796875
Iteration 206Q: 47 clusters Score -1.204035e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28588 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14581 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 103452 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7484 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 7157 members 
Mstep: Class 33 contains 26156 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7279 members 
Mstep: Class 36 contains 85952 members 
Mstep: Class 37 contains 14379 members 
Mstep: Class 38 contains 7238 members 
Mstep: Class 39 contains 33375 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52602 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8422 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13566 members 
Mstep: Class 46 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403624.000000 Penalty: 154999.796875
Iteration 207Q: 47 clusters Score -1.204036e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28596 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12207 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 103444 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 53139 members 
Mstep: Class 22 contains 7481 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7753 members 
Mstep: Class 32 contains 7159 members 
Mstep: Class 33 contains 26154 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7274 members 
Mstep: Class 36 contains 85955 members 
Mstep: Class 37 contains 14378 members 
Mstep: Class 38 contains 7238 members 
Mstep: Class 39 contains 33376 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52598 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8425 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13577 members 
Mstep: Class 46 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403608.000000 Penalty: 154999.796875
Iteration 208Q: 47 clusters Score -1.204036e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12206 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 103439 members 
Mstep: Class 20 contains 6525 members 
Mstep: Class 21 contains 53139 members 
Mstep: Class 22 contains 7480 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63839 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 7162 members 
Mstep: Class 33 contains 26152 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7271 members 
Mstep: Class 36 contains 85954 members 
Mstep: Class 37 contains 14376 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52595 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8427 members 
Mstep: Class 44 contains 6791 members 
Mstep: Class 45 contains 13582 members 
Mstep: Class 46 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403568.000000 Penalty: 154999.796875
Iteration 209Q: 47 clusters Score -1.204036e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21509 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12208 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 62870 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103433 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7479 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20775 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7755 members 
Mstep: Class 32 contains 7162 members 
Mstep: Class 33 contains 26150 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7273 members 
Mstep: Class 36 contains 85952 members 
Mstep: Class 37 contains 14376 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52590 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8429 members 
Mstep: Class 44 contains 6790 members 
Mstep: Class 45 contains 13586 members 
Mstep: Class 46 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403600.000000 Penalty: 154999.796875
Iteration 210Q: 47 clusters Score -1.204036e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21509 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12214 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14601 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 62867 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103426 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 53145 members 
Mstep: Class 22 contains 7478 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63842 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6768 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7757 members 
Mstep: Class 32 contains 7162 members 
Mstep: Class 33 contains 26145 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7272 members 
Mstep: Class 36 contains 85950 members 
Mstep: Class 37 contains 14376 members 
Mstep: Class 38 contains 7240 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52588 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8429 members 
Mstep: Class 44 contains 6792 members 
Mstep: Class 45 contains 13593 members 
Mstep: Class 46 contains 14807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403648.000000 Penalty: 154999.796875
Iteration 211Q: 47 clusters Score -1.204036e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28618 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14560 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12213 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 62868 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38162 members 
Mstep: Class 19 contains 103420 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 53146 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63839 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7757 members 
Mstep: Class 32 contains 7162 members 
Mstep: Class 33 contains 26140 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7270 members 
Mstep: Class 36 contains 85949 members 
Mstep: Class 37 contains 14374 members 
Mstep: Class 38 contains 7243 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52589 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8431 members 
Mstep: Class 44 contains 6793 members 
Mstep: Class 45 contains 13608 members 
Mstep: Class 46 contains 14804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403504.000000 Penalty: 154999.796875
Iteration 212Q: 47 clusters Score -1.204035e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21513 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28621 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12216 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 8329 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38166 members 
Mstep: Class 19 contains 103410 members 
Mstep: Class 20 contains 6518 members 
Mstep: Class 21 contains 53147 members 
Mstep: Class 22 contains 7472 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6775 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7759 members 
Mstep: Class 32 contains 7162 members 
Mstep: Class 33 contains 26135 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 7270 members 
Mstep: Class 36 contains 85951 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7247 members 
Mstep: Class 39 contains 33381 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52586 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8434 members 
Mstep: Class 44 contains 6794 members 
Mstep: Class 45 contains 13620 members 
Mstep: Class 46 contains 14799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403632.000000 Penalty: 154999.796875
Iteration 213Q: 47 clusters Score -1.204036e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21514 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28626 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14548 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38168 members 
Mstep: Class 19 contains 103408 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 53146 members 
Mstep: Class 22 contains 7473 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6780 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7758 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 26131 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7269 members 
Mstep: Class 36 contains 85949 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7251 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52581 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8436 members 
Mstep: Class 44 contains 6795 members 
Mstep: Class 45 contains 13628 members 
Mstep: Class 46 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403664.000000 Penalty: 154999.796875
Iteration 214Q: 47 clusters Score -1.204037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28631 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14543 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12220 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 21890 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38167 members 
Mstep: Class 19 contains 103405 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 53147 members 
Mstep: Class 22 contains 7471 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63839 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7758 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 26133 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7268 members 
Mstep: Class 36 contains 85950 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7249 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52577 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 6796 members 
Mstep: Class 45 contains 13632 members 
Mstep: Class 46 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403528.000000 Penalty: 154999.796875
Iteration 215Q: 47 clusters Score -1.204035e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28634 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14542 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12220 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21889 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38166 members 
Mstep: Class 19 contains 103404 members 
Mstep: Class 20 contains 6509 members 
Mstep: Class 21 contains 53147 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7759 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 26138 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7267 members 
Mstep: Class 36 contains 85952 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7249 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52575 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6800 members 
Mstep: Class 45 contains 13637 members 
Mstep: Class 46 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403664.000000 Penalty: 154999.796875
Iteration 216Q: 47 clusters Score -1.204037e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28637 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14540 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12222 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14580 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 62869 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 103404 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 53145 members 
Mstep: Class 22 contains 7465 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 7164 members 
Mstep: Class 33 contains 26141 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 85952 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7249 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52573 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6804 members 
Mstep: Class 45 contains 13641 members 
Mstep: Class 46 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403696.000000 Penalty: 154999.796875
Iteration 217Q: 47 clusters Score -1.204037e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28643 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14539 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12224 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14582 members 
Mstep: Class 14 contains 21889 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 62869 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38162 members 
Mstep: Class 19 contains 103402 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63837 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 7165 members 
Mstep: Class 33 contains 26140 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7266 members 
Mstep: Class 36 contains 85953 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7250 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52568 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6803 members 
Mstep: Class 45 contains 13645 members 
Mstep: Class 46 contains 14804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403736.000000 Penalty: 154999.796875
Iteration 218Q: 47 clusters Score -1.204037e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28646 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14538 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14583 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 62868 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 103402 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63837 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 7167 members 
Mstep: Class 33 contains 26140 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7265 members 
Mstep: Class 36 contains 85956 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7252 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52567 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6805 members 
Mstep: Class 45 contains 13648 members 
Mstep: Class 46 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403760.000000 Penalty: 154999.796875
Iteration 219Q: 47 clusters Score -1.204038e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 28651 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14536 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 62869 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 103404 members 
Mstep: Class 20 contains 6500 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 26139 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7262 members 
Mstep: Class 36 contains 85956 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7254 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52564 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6808 members 
Mstep: Class 45 contains 13650 members 
Mstep: Class 46 contains 14796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403896.000000 Penalty: 154999.796875
Iteration 220F: 47 clusters Score -1.204039e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 201 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28655 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14537 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12228 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 62868 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38156 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6782 members 
Mstep: Class 28 contains 1544 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7761 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 26146 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7260 members 
Mstep: Class 36 contains 85959 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7253 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 52560 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 6812 members 
Mstep: Class 45 contains 13653 members 
Mstep: Class 46 contains 14790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404120.000000 Penalty: 154999.796875
Iteration 221Q: 47 clusters Score -1.204041e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28656 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14583 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8329 members 
Mstep: Class 16 contains 62866 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38155 members 
Mstep: Class 19 contains 103405 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7439 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 1550 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7761 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 26151 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85961 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7254 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 13655 members 
Mstep: Class 46 contains 14786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404256.000000 Penalty: 154999.796875
Iteration 222Q: 47 clusters Score -1.204043e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 203 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28659 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14532 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 8329 members 
Mstep: Class 16 contains 62863 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38155 members 
Mstep: Class 19 contains 103405 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 53142 members 
Mstep: Class 22 contains 7432 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63842 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6787 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7766 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 26149 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7257 members 
Mstep: Class 36 contains 85963 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7255 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52553 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6814 members 
Mstep: Class 45 contains 13660 members 
Mstep: Class 46 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404384.000000 Penalty: 154999.796875
Iteration 223Q: 47 clusters Score -1.204044e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 201 members 
Mstep: Class 4 contains 21519 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28660 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14531 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 62863 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38154 members 
Mstep: Class 19 contains 103401 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 53144 members 
Mstep: Class 22 contains 7428 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20775 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6795 members 
Mstep: Class 28 contains 1557 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7767 members 
Mstep: Class 32 contains 7167 members 
Mstep: Class 33 contains 26146 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85963 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7254 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52552 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 6813 members 
Mstep: Class 45 contains 13666 members 
Mstep: Class 46 contains 14776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404360.000000 Penalty: 154999.796875
Iteration 224Q: 47 clusters Score -1.204044e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28661 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 16 contains 62865 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38153 members 
Mstep: Class 19 contains 103396 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 53143 members 
Mstep: Class 22 contains 7425 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 63843 members 
Mstep: Class 25 contains 20775 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 6800 members 
Mstep: Class 28 contains 1563 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7767 members 
Mstep: Class 32 contains 7168 members 
Mstep: Class 33 contains 26142 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85964 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7254 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52553 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 6815 members 
Mstep: Class 45 contains 13669 members 
Mstep: Class 46 contains 14774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404248.000000 Penalty: 154999.796875
Iteration 225Q: 47 clusters Score -1.204042e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28662 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 62867 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 38151 members 
Mstep: Class 19 contains 103394 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 53141 members 
Mstep: Class 22 contains 7424 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 63842 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6803 members 
Mstep: Class 28 contains 1565 members 
Mstep: Class 29 contains 6524 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7768 members 
Mstep: Class 32 contains 7167 members 
Mstep: Class 33 contains 26146 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85967 members 
Mstep: Class 37 contains 14372 members 
Mstep: Class 38 contains 7255 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52552 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 6817 members 
Mstep: Class 45 contains 13671 members 
Mstep: Class 46 contains 14770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404440.000000 Penalty: 154999.796875
Iteration 226Q: 47 clusters Score -1.204044e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28662 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14527 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14581 members 
Mstep: Class 14 contains 21884 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 62867 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 38148 members 
Mstep: Class 19 contains 103392 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 53140 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6806 members 
Mstep: Class 28 contains 1567 members 
Mstep: Class 29 contains 6528 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7769 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 26142 members 
Mstep: Class 34 contains 2197 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85967 members 
Mstep: Class 37 contains 14370 members 
Mstep: Class 38 contains 7255 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52551 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 6821 members 
Mstep: Class 45 contains 13671 members 
Mstep: Class 46 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404352.000000 Penalty: 154999.796875
Iteration 227Q: 47 clusters Score -1.204044e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 62862 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 38145 members 
Mstep: Class 19 contains 103392 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 53138 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63843 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 1566 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7773 members 
Mstep: Class 32 contains 7175 members 
Mstep: Class 33 contains 26134 members 
Mstep: Class 34 contains 2198 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85968 members 
Mstep: Class 37 contains 14369 members 
Mstep: Class 38 contains 7256 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52551 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 6822 members 
Mstep: Class 45 contains 13672 members 
Mstep: Class 46 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404336.000000 Penalty: 154999.796875
Iteration 228Q: 47 clusters Score -1.204043e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 62861 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38145 members 
Mstep: Class 19 contains 103393 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 53138 members 
Mstep: Class 22 contains 7410 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63843 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6813 members 
Mstep: Class 28 contains 1567 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7777 members 
Mstep: Class 32 contains 7180 members 
Mstep: Class 33 contains 26131 members 
Mstep: Class 34 contains 2198 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85967 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7257 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52553 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 6825 members 
Mstep: Class 45 contains 13673 members 
Mstep: Class 46 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404376.000000 Penalty: 154999.796875
Iteration 229Q: 47 clusters Score -1.204044e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12243 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14589 members 
Mstep: Class 14 contains 21884 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 62857 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38146 members 
Mstep: Class 19 contains 103392 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 53138 members 
Mstep: Class 22 contains 7407 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6815 members 
Mstep: Class 28 contains 1570 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7780 members 
Mstep: Class 32 contains 7185 members 
Mstep: Class 33 contains 26123 members 
Mstep: Class 34 contains 2199 members 
Mstep: Class 35 contains 7254 members 
Mstep: Class 36 contains 85968 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7258 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 6829 members 
Mstep: Class 45 contains 13674 members 
Mstep: Class 46 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404480.000000 Penalty: 154999.796875
Iteration 230Q: 47 clusters Score -1.204045e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14522 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12248 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 62853 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38144 members 
Mstep: Class 19 contains 103393 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 53133 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6821 members 
Mstep: Class 28 contains 1572 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7782 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26120 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85968 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7260 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 6831 members 
Mstep: Class 45 contains 13677 members 
Mstep: Class 46 contains 14744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404408.000000 Penalty: 154999.796875
Iteration 231Q: 47 clusters Score -1.204044e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 196 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28664 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21894 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 62850 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38144 members 
Mstep: Class 19 contains 103393 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53128 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63839 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6828 members 
Mstep: Class 28 contains 1573 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7783 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26113 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85972 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7260 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52554 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 6831 members 
Mstep: Class 45 contains 13680 members 
Mstep: Class 46 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404352.000000 Penalty: 154999.796875
Iteration 232Q: 47 clusters Score -1.204044e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28665 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 12256 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21896 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 62848 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 38143 members 
Mstep: Class 19 contains 103391 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53124 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6833 members 
Mstep: Class 28 contains 1574 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 7188 members 
Mstep: Class 33 contains 26110 members 
Mstep: Class 34 contains 2201 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85973 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7263 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52552 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 6834 members 
Mstep: Class 45 contains 13684 members 
Mstep: Class 46 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404376.000000 Penalty: 154999.796875
Iteration 233Q: 47 clusters Score -1.204044e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28666 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 12259 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21897 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 38139 members 
Mstep: Class 19 contains 103388 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53122 members 
Mstep: Class 22 contains 7398 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6838 members 
Mstep: Class 28 contains 1577 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7786 members 
Mstep: Class 32 contains 7188 members 
Mstep: Class 33 contains 26110 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85973 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7263 members 
Mstep: Class 39 contains 33376 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52553 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 6838 members 
Mstep: Class 45 contains 13687 members 
Mstep: Class 46 contains 14734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404464.000000 Penalty: 154999.796875
Iteration 234Q: 47 clusters Score -1.204045e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28666 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62846 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 38139 members 
Mstep: Class 19 contains 103385 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53122 members 
Mstep: Class 22 contains 7396 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26106 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85972 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7263 members 
Mstep: Class 39 contains 33376 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52554 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 6839 members 
Mstep: Class 45 contains 13691 members 
Mstep: Class 46 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404440.000000 Penalty: 154999.796875
Iteration 235Q: 47 clusters Score -1.204044e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62843 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38139 members 
Mstep: Class 19 contains 103385 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53123 members 
Mstep: Class 22 contains 7394 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63837 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6851 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7787 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26101 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7260 members 
Mstep: Class 39 contains 33374 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52554 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 6841 members 
Mstep: Class 45 contains 13691 members 
Mstep: Class 46 contains 14733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404512.000000 Penalty: 154999.796875
Iteration 236Q: 47 clusters Score -1.204045e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28665 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14515 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38137 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53120 members 
Mstep: Class 22 contains 7391 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6856 members 
Mstep: Class 28 contains 1581 members 
Mstep: Class 29 contains 6532 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7793 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26096 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85969 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7257 members 
Mstep: Class 39 contains 33375 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52556 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6844 members 
Mstep: Class 45 contains 13691 members 
Mstep: Class 46 contains 14730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404480.000000 Penalty: 154999.796875
Iteration 237Q: 47 clusters Score -1.204045e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28664 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62846 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53116 members 
Mstep: Class 22 contains 7388 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6859 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7795 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26092 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85972 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7259 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52556 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6846 members 
Mstep: Class 45 contains 13693 members 
Mstep: Class 46 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404376.000000 Penalty: 154999.796875
Iteration 238Q: 47 clusters Score -1.204044e+08 nChanged 37
Entering ConstructFrom: 
Score: -120404376.000000 Penalty: 154999.796875
Entering ConstructFrom: 
Trying to split cluster 1 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -129677.335938 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -129677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127883.820312 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -127883.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128187.023438 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -128187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128288.562500 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -128288.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128348.460938 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -128348.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -128386.242188 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -128386.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128419.859375 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -128419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128453.578125 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -128453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -128481.273438 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -128481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128519.804688 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -128519.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -128600.148438 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -128600.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -128677.968750 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -128678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128841.109375 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -128841.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -128995.179688 Penalty: 3366.771240
	Iteration 12F: 3 clusters Score -128995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -129078.039062 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -129078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129098.781250 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -129098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -129111.226562 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -129111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -129124.414062 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -129124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129132.281250 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -129132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129135.234375 Penalty: 3366.771240
	Iteration 18Q: 3 clusters Score -129135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -129138.398438 Penalty: 3366.771240
	Iteration 19Q: 3 clusters Score -129138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129141.765625 Penalty: 3366.771240
	Iteration 20F: 3 clusters Score -129141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -129146.343750 Penalty: 3366.771240
	Iteration 21Q: 3 clusters Score -129146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -129146.343750 Penalty: 3366.771240
	Iteration 22F: 3 clusters Score -129146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -835613.437500 Penalty: 2139.037354
	Iteration 0F: 2 clusters Score -835613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -830781.125000 Penalty: 4278.074707
	Iteration 0F: 3 clusters Score -830781.1 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -832026.937500 Penalty: 4278.074707
	Iteration 1F: 3 clusters Score -832026.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -832316.250000 Penalty: 4278.074707
	Iteration 2F: 3 clusters Score -832316.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -832582.062500 Penalty: 4278.074707
	Iteration 3F: 3 clusters Score -832582.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -832853.187500 Penalty: 4278.074707
	Iteration 4F: 3 clusters Score -832853.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -833097.562500 Penalty: 4278.074707
	Iteration 5F: 3 clusters Score -833097.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -833373.500000 Penalty: 4278.074707
	Iteration 6F: 3 clusters Score -833373.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -833644.687500 Penalty: 4278.074707
	Iteration 7Q: 3 clusters Score -833644.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -833946.000000 Penalty: 4278.074707
	Iteration 8Q: 3 clusters Score -833946 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -834240.812500 Penalty: 4278.074707
	Iteration 9Q: 3 clusters Score -834240.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -834532.875000 Penalty: 4278.074707
	Iteration 10Q: 3 clusters Score -834532.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -834744.062500 Penalty: 4278.074707
	Iteration 11Q: 3 clusters Score -834744.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -834888.500000 Penalty: 4278.074707
	Iteration 12Q: 3 clusters Score -834888.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -834987.687500 Penalty: 4278.074707
	Iteration 13Q: 3 clusters Score -834987.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -835074.375000 Penalty: 4278.074707
	Iteration 14Q: 3 clusters Score -835074.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -835162.875000 Penalty: 4278.074707
	Iteration 15Q: 3 clusters Score -835162.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -835244.750000 Penalty: 4278.074707
	Iteration 16Q: 3 clusters Score -835244.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -835340.187500 Penalty: 4278.074707
	Iteration 17Q: 3 clusters Score -835340.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -835440.312500 Penalty: 4278.074707
	Iteration 18Q: 3 clusters Score -835440.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -835496.500000 Penalty: 4278.074707
	Iteration 19Q: 3 clusters Score -835496.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -835534.250000 Penalty: 4278.074707
	Iteration 20F: 3 clusters Score -835534.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -835574.375000 Penalty: 4278.074707
	Iteration 21Q: 3 clusters Score -835574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -835602.937500 Penalty: 4278.074707
	Iteration 22Q: 3 clusters Score -835602.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -835620.687500 Penalty: 4278.074707
	Iteration 23Q: 3 clusters Score -835620.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -835634.375000 Penalty: 4278.074707
	Iteration 24Q: 3 clusters Score -835634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -835645.062500 Penalty: 4278.074707
	Iteration 25Q: 3 clusters Score -835645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -835652.312500 Penalty: 4278.074707
	Iteration 26Q: 3 clusters Score -835652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -835657.562500 Penalty: 4278.074707
	Iteration 27Q: 3 clusters Score -835657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -835658.937500 Penalty: 4278.074707
	Iteration 28Q: 3 clusters Score -835658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -835658.937500 Penalty: 4278.074707
	Iteration 29Q: 3 clusters Score -835658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -835659.125000 Penalty: 4278.074707
	Iteration 30Q: 3 clusters Score -835659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -835660.437500 Penalty: 4278.074707
	Iteration 31Q: 3 clusters Score -835660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -835661.562500 Penalty: 4278.074707
	Iteration 32Q: 3 clusters Score -835661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -835661.562500 Penalty: 4278.074707
	Iteration 33Q: 3 clusters Score -835661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -835661.562500 Penalty: 4278.074707
	Iteration 34F: 3 clusters Score -835661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62847 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53111 members 
Mstep: Class 22 contains 7388 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63836 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26081 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7266 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6848 members 
Mstep: Class 45 contains 13692 members 
Mstep: Class 46 contains 14731 members 
Mstep: Class 47 contains 2696 members 
Entering Unmasked Estep 
Score: -120403192.000000 Penalty: 158369.359375
Splitting cluster 2 changes total score from -120404376.000000 to -120403192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -15567.795898 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -15567.8 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 98 members 
Entering Unmasked Estep 
Score: -14811.294922 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -14811.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15123.054688 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -15123.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15373.623047 Penalty: 2612.857666
	Iteration 2F: 3 clusters Score -15373.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15396.518555 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -15396.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15396.518555 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -15396.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -3343595.750000 Penalty: 2474.208008
	Iteration 0F: 2 clusters Score -3343596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3328540.500000 Penalty: 4948.416016
	Iteration 0F: 3 clusters Score -3328540 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3333692.000000 Penalty: 4948.416016
	Iteration 1F: 3 clusters Score -3333692 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3334180.500000 Penalty: 4948.416016
	Iteration 2F: 3 clusters Score -3334180 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3334649.000000 Penalty: 4948.416016
	Iteration 3F: 3 clusters Score -3334649 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3335097.500000 Penalty: 4948.416016
	Iteration 4Q: 3 clusters Score -3335098 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3335578.750000 Penalty: 4948.416016
	Iteration 5Q: 3 clusters Score -3335579 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3336108.500000 Penalty: 4948.416016
	Iteration 6Q: 3 clusters Score -3336108 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3336673.250000 Penalty: 4948.416016
	Iteration 7Q: 3 clusters Score -3336673 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3337299.750000 Penalty: 4948.416016
	Iteration 8Q: 3 clusters Score -3337300 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3338003.250000 Penalty: 4948.416016
	Iteration 9F: 3 clusters Score -3338003 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3338686.250000 Penalty: 4948.416016
	Iteration 10Q: 3 clusters Score -3338686 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3339319.500000 Penalty: 4948.416016
	Iteration 11Q: 3 clusters Score -3339320 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3339891.000000 Penalty: 4948.416016
	Iteration 12Q: 3 clusters Score -3339891 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3340378.500000 Penalty: 4948.416016
	Iteration 13Q: 3 clusters Score -3340378 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3340839.000000 Penalty: 4948.416016
	Iteration 14Q: 3 clusters Score -3340839 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3341259.500000 Penalty: 4948.416016
	Iteration 15Q: 3 clusters Score -3341260 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3341645.500000 Penalty: 4948.416016
	Iteration 16Q: 3 clusters Score -3341646 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3342012.250000 Penalty: 4948.416016
	Iteration 17Q: 3 clusters Score -3342012 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3342370.000000 Penalty: 4948.416016
	Iteration 18Q: 3 clusters Score -3342370 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3342580.500000 Penalty: 4948.416016
	Iteration 19Q: 3 clusters Score -3342580 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3342744.500000 Penalty: 4948.416016
	Iteration 20F: 3 clusters Score -3342744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3342831.750000 Penalty: 4948.416016
	Iteration 21Q: 3 clusters Score -3342832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3342864.750000 Penalty: 4948.416016
	Iteration 22Q: 3 clusters Score -3342865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3342888.750000 Penalty: 4948.416016
	Iteration 23Q: 3 clusters Score -3342889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3342908.000000 Penalty: 4948.416016
	Iteration 24Q: 3 clusters Score -3342908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3342908.750000 Penalty: 4948.416016
	Iteration 25Q: 3 clusters Score -3342909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3342916.250000 Penalty: 4948.416016
	Iteration 26Q: 3 clusters Score -3342916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3342917.000000 Penalty: 4948.416016
	Iteration 27Q: 3 clusters Score -3342917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3342920.250000 Penalty: 4948.416016
	Iteration 28Q: 3 clusters Score -3342920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3342926.250000 Penalty: 4948.416016
	Iteration 29Q: 3 clusters Score -3342926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3342927.750000 Penalty: 4948.416016
	Iteration 30Q: 3 clusters Score -3342928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3342937.500000 Penalty: 4948.416016
	Iteration 31Q: 3 clusters Score -3342938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3342934.000000 Penalty: 4948.416016
	Iteration 32Q: 3 clusters Score -3342934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3342928.750000 Penalty: 4948.416016
	Iteration 33Q: 3 clusters Score -3342929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3342927.500000 Penalty: 4948.416016
	Iteration 34Q: 3 clusters Score -3342928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3342929.000000 Penalty: 4948.416016
	Iteration 35Q: 3 clusters Score -3342929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3342930.500000 Penalty: 4948.416016
	Iteration 36Q: 3 clusters Score -3342930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3342935.000000 Penalty: 4948.416016
	Iteration 37Q: 3 clusters Score -3342935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3342935.750000 Penalty: 4948.416016
	Iteration 38Q: 3 clusters Score -3342936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3342930.500000 Penalty: 4948.416016
	Iteration 39Q: 3 clusters Score -3342930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3342933.500000 Penalty: 4948.416016
	Iteration 40F: 3 clusters Score -3342934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3342931.250000 Penalty: 4948.416016
	Iteration 41Q: 3 clusters Score -3342931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3342931.000000 Penalty: 4948.416016
	Iteration 42Q: 3 clusters Score -3342931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3342931.250000 Penalty: 4948.416016
	Iteration 43Q: 3 clusters Score -3342931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3342931.250000 Penalty: 4948.416016
	Iteration 44F: 3 clusters Score -3342931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -34917.472656 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -34917.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33712.476562 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -33712.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33801.894531 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -33801.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33819.164062 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -33819.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33819.164062 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -33819.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Entering Unmasked Estep 
Score: -4481157.500000 Penalty: 2545.313721
	Iteration 0F: 2 clusters Score -4481158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4461646.500000 Penalty: 5090.627441
	Iteration 0F: 3 clusters Score -4461646 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4468486.000000 Penalty: 5090.627441
	Iteration 1F: 3 clusters Score -4468486 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -4468894.000000 Penalty: 5090.627441
	Iteration 2Q: 3 clusters Score -4468894 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4469285.500000 Penalty: 5090.627441
	Iteration 3Q: 3 clusters Score -4469286 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4469667.500000 Penalty: 5090.627441
	Iteration 4Q: 3 clusters Score -4469668 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4470057.000000 Penalty: 5090.627441
	Iteration 5Q: 3 clusters Score -4470057 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4470563.000000 Penalty: 5090.627441
	Iteration 6Q: 3 clusters Score -4470563 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4471251.500000 Penalty: 5090.627441
	Iteration 7Q: 3 clusters Score -4471252 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4472230.500000 Penalty: 5090.627441
	Iteration 8F: 3 clusters Score -4472230 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4473359.500000 Penalty: 5090.627441
	Iteration 9F: 3 clusters Score -4473360 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4474520.500000 Penalty: 5090.627441
	Iteration 10F: 3 clusters Score -4474520 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4475543.500000 Penalty: 5090.627441
	Iteration 11F: 3 clusters Score -4475544 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4476423.000000 Penalty: 5090.627441
	Iteration 12Q: 3 clusters Score -4476423 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4477174.500000 Penalty: 5090.627441
	Iteration 13Q: 3 clusters Score -4477174 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4477740.000000 Penalty: 5090.627441
	Iteration 14Q: 3 clusters Score -4477740 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -4478191.500000 Penalty: 5090.627441
	Iteration 15Q: 3 clusters Score -4478192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4478446.500000 Penalty: 5090.627441
	Iteration 16Q: 3 clusters Score -4478446 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4478603.500000 Penalty: 5090.627441
	Iteration 17Q: 3 clusters Score -4478604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4478719.500000 Penalty: 5090.627441
	Iteration 18Q: 3 clusters Score -4478720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4478794.500000 Penalty: 5090.627441
	Iteration 19Q: 3 clusters Score -4478794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4478850.000000 Penalty: 5090.627441
	Iteration 20F: 3 clusters Score -4478850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4478868.000000 Penalty: 5090.627441
	Iteration 21Q: 3 clusters Score -4478868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4478897.000000 Penalty: 5090.627441
	Iteration 22Q: 3 clusters Score -4478897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4478912.500000 Penalty: 5090.627441
	Iteration 23Q: 3 clusters Score -4478912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4478931.000000 Penalty: 5090.627441
	Iteration 24Q: 3 clusters Score -4478931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4478945.500000 Penalty: 5090.627441
	Iteration 25Q: 3 clusters Score -4478946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4478949.500000 Penalty: 5090.627441
	Iteration 26Q: 3 clusters Score -4478950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4478967.000000 Penalty: 5090.627441
	Iteration 27Q: 3 clusters Score -4478967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4478970.000000 Penalty: 5090.627441
	Iteration 28Q: 3 clusters Score -4478970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4478973.000000 Penalty: 5090.627441
	Iteration 29Q: 3 clusters Score -4478973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4478979.000000 Penalty: 5090.627441
	Iteration 30Q: 3 clusters Score -4478979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4478974.500000 Penalty: 5090.627441
	Iteration 31Q: 3 clusters Score -4478974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4478979.500000 Penalty: 5090.627441
	Iteration 32Q: 3 clusters Score -4478980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4478982.500000 Penalty: 5090.627441
	Iteration 33Q: 3 clusters Score -4478982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4478979.500000 Penalty: 5090.627441
	Iteration 34Q: 3 clusters Score -4478980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4478979.500000 Penalty: 5090.627441
	Iteration 35F: 3 clusters Score -4478980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -143683.703125 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -143683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141775.281250 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -141775.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142066.234375 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -142066.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142206.343750 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -142206.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142353.656250 Penalty: 3400.282715
	Iteration 3Q: 3 clusters Score -142353.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142663.234375 Penalty: 3400.282715
	Iteration 4Q: 3 clusters Score -142663.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142855.406250 Penalty: 3400.282715
	Iteration 5F: 3 clusters Score -142855.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143046.500000 Penalty: 3400.282715
	Iteration 6F: 3 clusters Score -143046.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143212.625000 Penalty: 3400.282715
	Iteration 7F: 3 clusters Score -143212.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -143367.953125 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -143368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -143436.843750 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -143436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -143462.390625 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -143462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -143471.343750 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -143471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -143478.875000 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -143478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -143480.265625 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -143480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -143480.265625 Penalty: 3400.282715
	Iteration 14F: 3 clusters Score -143480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -2168904.000000 Penalty: 2376.534424
	Iteration 0F: 2 clusters Score -2168904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2158462.000000 Penalty: 4753.068848
	Iteration 0F: 3 clusters Score -2158462 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2161973.250000 Penalty: 4753.068848
	Iteration 1F: 3 clusters Score -2161973 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2162630.250000 Penalty: 4753.068848
	Iteration 2F: 3 clusters Score -2162630 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2163330.000000 Penalty: 4753.068848
	Iteration 3F: 3 clusters Score -2163330 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2164019.250000 Penalty: 4753.068848
	Iteration 4F: 3 clusters Score -2164019 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2164653.750000 Penalty: 4753.068848
	Iteration 5F: 3 clusters Score -2164654 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2165141.000000 Penalty: 4753.068848
	Iteration 6F: 3 clusters Score -2165141 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2165563.250000 Penalty: 4753.068848
	Iteration 7Q: 3 clusters Score -2165563 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2165897.000000 Penalty: 4753.068848
	Iteration 8Q: 3 clusters Score -2165897 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2166198.000000 Penalty: 4753.068848
	Iteration 9Q: 3 clusters Score -2166198 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2166431.750000 Penalty: 4753.068848
	Iteration 10Q: 3 clusters Score -2166432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2166596.750000 Penalty: 4753.068848
	Iteration 11Q: 3 clusters Score -2166597 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2166737.500000 Penalty: 4753.068848
	Iteration 12Q: 3 clusters Score -2166738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2166848.750000 Penalty: 4753.068848
	Iteration 13Q: 3 clusters Score -2166849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2166942.000000 Penalty: 4753.068848
	Iteration 14Q: 3 clusters Score -2166942 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2167012.250000 Penalty: 4753.068848
	Iteration 15Q: 3 clusters Score -2167012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2167058.250000 Penalty: 4753.068848
	Iteration 16Q: 3 clusters Score -2167058 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2167105.250000 Penalty: 4753.068848
	Iteration 17Q: 3 clusters Score -2167105 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2167136.250000 Penalty: 4753.068848
	Iteration 18Q: 3 clusters Score -2167136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2167174.750000 Penalty: 4753.068848
	Iteration 19Q: 3 clusters Score -2167175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2167196.000000 Penalty: 4753.068848
	Iteration 20F: 3 clusters Score -2167196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2167223.750000 Penalty: 4753.068848
	Iteration 21Q: 3 clusters Score -2167224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2167244.000000 Penalty: 4753.068848
	Iteration 22Q: 3 clusters Score -2167244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2167257.750000 Penalty: 4753.068848
	Iteration 23Q: 3 clusters Score -2167258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2167270.750000 Penalty: 4753.068848
	Iteration 24Q: 3 clusters Score -2167271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2167286.750000 Penalty: 4753.068848
	Iteration 25Q: 3 clusters Score -2167287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2167299.000000 Penalty: 4753.068848
	Iteration 26Q: 3 clusters Score -2167299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2167316.750000 Penalty: 4753.068848
	Iteration 27Q: 3 clusters Score -2167317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2167331.250000 Penalty: 4753.068848
	Iteration 28Q: 3 clusters Score -2167331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2167341.250000 Penalty: 4753.068848
	Iteration 29Q: 3 clusters Score -2167341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2167352.750000 Penalty: 4753.068848
	Iteration 30Q: 3 clusters Score -2167353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2167367.250000 Penalty: 4753.068848
	Iteration 31Q: 3 clusters Score -2167367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2167375.750000 Penalty: 4753.068848
	Iteration 32Q: 3 clusters Score -2167376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2167387.000000 Penalty: 4753.068848
	Iteration 33Q: 3 clusters Score -2167387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2167404.250000 Penalty: 4753.068848
	Iteration 34Q: 3 clusters Score -2167404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2167430.500000 Penalty: 4753.068848
	Iteration 35Q: 3 clusters Score -2167430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2167436.500000 Penalty: 4753.068848
	Iteration 36Q: 3 clusters Score -2167436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2167458.750000 Penalty: 4753.068848
	Iteration 37Q: 3 clusters Score -2167459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2167462.000000 Penalty: 4753.068848
	Iteration 38Q: 3 clusters Score -2167462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2167472.750000 Penalty: 4753.068848
	Iteration 39Q: 3 clusters Score -2167473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2167473.750000 Penalty: 4753.068848
	Iteration 40F: 3 clusters Score -2167474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2167485.000000 Penalty: 4753.068848
	Iteration 41Q: 3 clusters Score -2167485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2167483.250000 Penalty: 4753.068848
	Iteration 42Q: 3 clusters Score -2167483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2167487.500000 Penalty: 4753.068848
	Iteration 43Q: 3 clusters Score -2167488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2167497.500000 Penalty: 4753.068848
	Iteration 44Q: 3 clusters Score -2167498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2167503.250000 Penalty: 4753.068848
	Iteration 45Q: 3 clusters Score -2167503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2167499.250000 Penalty: 4753.068848
	Iteration 46Q: 3 clusters Score -2167499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2167509.250000 Penalty: 4753.068848
	Iteration 47Q: 3 clusters Score -2167509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2167512.250000 Penalty: 4753.068848
	Iteration 48Q: 3 clusters Score -2167512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2167521.250000 Penalty: 4753.068848
	Iteration 49Q: 3 clusters Score -2167521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2167527.000000 Penalty: 4753.068848
	Iteration 50Q: 3 clusters Score -2167527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2167527.000000 Penalty: 4753.068848
	Iteration 51Q: 3 clusters Score -2167527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2167529.750000 Penalty: 4753.068848
	Iteration 52Q: 3 clusters Score -2167530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2167531.250000 Penalty: 4753.068848
	Iteration 53Q: 3 clusters Score -2167531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2167533.000000 Penalty: 4753.068848
	Iteration 54Q: 3 clusters Score -2167533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2167534.250000 Penalty: 4753.068848
	Iteration 55Q: 3 clusters Score -2167534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2167536.000000 Penalty: 4753.068848
	Iteration 56Q: 3 clusters Score -2167536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2167536.250000 Penalty: 4753.068848
	Iteration 57Q: 3 clusters Score -2167536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2167535.750000 Penalty: 4753.068848
	Iteration 58Q: 3 clusters Score -2167536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2167532.500000 Penalty: 4753.068848
	Iteration 59Q: 3 clusters Score -2167532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2167534.000000 Penalty: 4753.068848
	Iteration 60F: 3 clusters Score -2167534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2167536.250000 Penalty: 4753.068848
	Iteration 61Q: 3 clusters Score -2167536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2167536.250000 Penalty: 4753.068848
	Iteration 62F: 3 clusters Score -2167536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -155871.390625 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -155871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153833.531250 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -153833.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154239.218750 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -154239.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154415.062500 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -154415.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -154556.593750 Penalty: 3490.801514
	Iteration 3F: 3 clusters Score -154556.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154681.031250 Penalty: 3490.801514
	Iteration 4F: 3 clusters Score -154681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154800.515625 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -154800.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154862.906250 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -154862.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -154915.687500 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -154915.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154955.578125 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -154955.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155003.687500 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -155003.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155035.953125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -155036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155047.703125 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -155047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155054.265625 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -155054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155058.453125 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -155058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -155062.046875 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -155062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155063.921875 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -155063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155064.750000 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -155064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155068.750000 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -155068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155069.875000 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -155069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155070.906250 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -155070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155072.078125 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -155072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155075.546875 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -155075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155081.484375 Penalty: 3490.801514
	Iteration 22Q: 3 clusters Score -155081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155086.437500 Penalty: 3490.801514
	Iteration 23Q: 3 clusters Score -155086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155091.296875 Penalty: 3490.801514
	Iteration 24Q: 3 clusters Score -155091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155092.046875 Penalty: 3490.801514
	Iteration 25Q: 3 clusters Score -155092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155092.046875 Penalty: 3490.801514
	Iteration 26F: 3 clusters Score -155092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1787771.750000 Penalty: 2334.878174
	Iteration 0F: 2 clusters Score -1787772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1778919.875000 Penalty: 4669.756348
	Iteration 0F: 3 clusters Score -1778920 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1781924.625000 Penalty: 4669.756348
	Iteration 1F: 3 clusters Score -1781925 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1782620.875000 Penalty: 4669.756348
	Iteration 2F: 3 clusters Score -1782621 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1783283.375000 Penalty: 4669.756348
	Iteration 3F: 3 clusters Score -1783283 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1783888.625000 Penalty: 4669.756348
	Iteration 4F: 3 clusters Score -1783889 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1784414.250000 Penalty: 4669.756348
	Iteration 5F: 3 clusters Score -1784414 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1784802.750000 Penalty: 4669.756348
	Iteration 6F: 3 clusters Score -1784803 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1785076.000000 Penalty: 4669.756348
	Iteration 7Q: 3 clusters Score -1785076 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1785237.000000 Penalty: 4669.756348
	Iteration 8Q: 3 clusters Score -1785237 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1785340.000000 Penalty: 4669.756348
	Iteration 9Q: 3 clusters Score -1785340 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1785409.625000 Penalty: 4669.756348
	Iteration 10Q: 3 clusters Score -1785410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1785479.875000 Penalty: 4669.756348
	Iteration 11Q: 3 clusters Score -1785480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1785544.500000 Penalty: 4669.756348
	Iteration 12Q: 3 clusters Score -1785544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1785610.125000 Penalty: 4669.756348
	Iteration 13Q: 3 clusters Score -1785610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1785662.875000 Penalty: 4669.756348
	Iteration 14Q: 3 clusters Score -1785663 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1785706.125000 Penalty: 4669.756348
	Iteration 15Q: 3 clusters Score -1785706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1785750.750000 Penalty: 4669.756348
	Iteration 16Q: 3 clusters Score -1785751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1785787.125000 Penalty: 4669.756348
	Iteration 17Q: 3 clusters Score -1785787 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1785812.125000 Penalty: 4669.756348
	Iteration 18Q: 3 clusters Score -1785812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1785830.875000 Penalty: 4669.756348
	Iteration 19Q: 3 clusters Score -1785831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1785855.000000 Penalty: 4669.756348
	Iteration 20F: 3 clusters Score -1785855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1785862.250000 Penalty: 4669.756348
	Iteration 21Q: 3 clusters Score -1785862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1785876.125000 Penalty: 4669.756348
	Iteration 22Q: 3 clusters Score -1785876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1785882.750000 Penalty: 4669.756348
	Iteration 23Q: 3 clusters Score -1785883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1785890.625000 Penalty: 4669.756348
	Iteration 24Q: 3 clusters Score -1785891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1785898.375000 Penalty: 4669.756348
	Iteration 25Q: 3 clusters Score -1785898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1785907.875000 Penalty: 4669.756348
	Iteration 26Q: 3 clusters Score -1785908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1785910.625000 Penalty: 4669.756348
	Iteration 27Q: 3 clusters Score -1785911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1785915.250000 Penalty: 4669.756348
	Iteration 28Q: 3 clusters Score -1785915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1785922.625000 Penalty: 4669.756348
	Iteration 29Q: 3 clusters Score -1785923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1785927.500000 Penalty: 4669.756348
	Iteration 30Q: 3 clusters Score -1785928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1785931.875000 Penalty: 4669.756348
	Iteration 31Q: 3 clusters Score -1785932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1785935.375000 Penalty: 4669.756348
	Iteration 32Q: 3 clusters Score -1785935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1785934.000000 Penalty: 4669.756348
	Iteration 33Q: 3 clusters Score -1785934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1785934.375000 Penalty: 4669.756348
	Iteration 34Q: 3 clusters Score -1785934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1785934.375000 Penalty: 4669.756348
	Iteration 35F: 3 clusters Score -1785934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -137597.546875 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -137597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -135768.515625 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -135768.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136026.109375 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -136026.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136113.937500 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -136113.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136155.843750 Penalty: 3386.503906
	Iteration 3Q: 3 clusters Score -136155.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136185.046875 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -136185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136212.125000 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -136212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136233.062500 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -136233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136252.000000 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -136252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136265.187500 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -136265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136272.671875 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -136272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136280.296875 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -136280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136281.953125 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -136282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136282.859375 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -136282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136282.859375 Penalty: 3386.503906
	Iteration 13F: 3 clusters Score -136282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 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 207 members 
Entering Unmasked Estep 
Score: -59437.082031 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59437.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59579.234375 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59579.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59629.730469 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59629.73 nChanged 6
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: -59640.144531 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59640.14 nChanged 5
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: -59652.160156 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59652.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59658.675781 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59658.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59658.675781 Penalty: 3012.230225
	Iteration 6F: 3 clusters Score -59658.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -2181800.000000 Penalty: 2377.863770
	Iteration 0F: 2 clusters Score -2181800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2171211.750000 Penalty: 4755.727539
	Iteration 0F: 3 clusters Score -2171212 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2174820.000000 Penalty: 4755.727539
	Iteration 1F: 3 clusters Score -2174820 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2175401.250000 Penalty: 4755.727539
	Iteration 2F: 3 clusters Score -2175401 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2176022.000000 Penalty: 4755.727539
	Iteration 3F: 3 clusters Score -2176022 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2176626.000000 Penalty: 4755.727539
	Iteration 4F: 3 clusters Score -2176626 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2177129.750000 Penalty: 4755.727539
	Iteration 5F: 3 clusters Score -2177130 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2177584.000000 Penalty: 4755.727539
	Iteration 6F: 3 clusters Score -2177584 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2177935.750000 Penalty: 4755.727539
	Iteration 7Q: 3 clusters Score -2177936 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2178254.250000 Penalty: 4755.727539
	Iteration 8Q: 3 clusters Score -2178254 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2178523.750000 Penalty: 4755.727539
	Iteration 9Q: 3 clusters Score -2178524 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2178708.750000 Penalty: 4755.727539
	Iteration 10Q: 3 clusters Score -2178709 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2178848.500000 Penalty: 4755.727539
	Iteration 11Q: 3 clusters Score -2178848 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2178956.000000 Penalty: 4755.727539
	Iteration 12Q: 3 clusters Score -2178956 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2179027.750000 Penalty: 4755.727539
	Iteration 13Q: 3 clusters Score -2179028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2179088.750000 Penalty: 4755.727539
	Iteration 14Q: 3 clusters Score -2179089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2179144.250000 Penalty: 4755.727539
	Iteration 15Q: 3 clusters Score -2179144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2179228.500000 Penalty: 4755.727539
	Iteration 16Q: 3 clusters Score -2179228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2179304.000000 Penalty: 4755.727539
	Iteration 17Q: 3 clusters Score -2179304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2179403.000000 Penalty: 4755.727539
	Iteration 18Q: 3 clusters Score -2179403 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2179528.000000 Penalty: 4755.727539
	Iteration 19Q: 3 clusters Score -2179528 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2179694.000000 Penalty: 4755.727539
	Iteration 20F: 3 clusters Score -2179694 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2179910.750000 Penalty: 4755.727539
	Iteration 21Q: 3 clusters Score -2179911 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2180206.500000 Penalty: 4755.727539
	Iteration 22Q: 3 clusters Score -2180206 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2180533.750000 Penalty: 4755.727539
	Iteration 23Q: 3 clusters Score -2180534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2180884.750000 Penalty: 4755.727539
	Iteration 24Q: 3 clusters Score -2180885 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2181154.000000 Penalty: 4755.727539
	Iteration 25Q: 3 clusters Score -2181154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2181320.500000 Penalty: 4755.727539
	Iteration 26Q: 3 clusters Score -2181320 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2181398.000000 Penalty: 4755.727539
	Iteration 27Q: 3 clusters Score -2181398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2181430.250000 Penalty: 4755.727539
	Iteration 28Q: 3 clusters Score -2181430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2181467.750000 Penalty: 4755.727539
	Iteration 29Q: 3 clusters Score -2181468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2181475.500000 Penalty: 4755.727539
	Iteration 30Q: 3 clusters Score -2181476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2181480.500000 Penalty: 4755.727539
	Iteration 31Q: 3 clusters Score -2181480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2181487.750000 Penalty: 4755.727539
	Iteration 32Q: 3 clusters Score -2181488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2181492.250000 Penalty: 4755.727539
	Iteration 33Q: 3 clusters Score -2181492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2181502.500000 Penalty: 4755.727539
	Iteration 34Q: 3 clusters Score -2181502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2181500.500000 Penalty: 4755.727539
	Iteration 35Q: 3 clusters Score -2181500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2181503.000000 Penalty: 4755.727539
	Iteration 36Q: 3 clusters Score -2181503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2181505.750000 Penalty: 4755.727539
	Iteration 37Q: 3 clusters Score -2181506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2181505.250000 Penalty: 4755.727539
	Iteration 38Q: 3 clusters Score -2181505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2181507.250000 Penalty: 4755.727539
	Iteration 39Q: 3 clusters Score -2181507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2181503.750000 Penalty: 4755.727539
	Iteration 40F: 3 clusters Score -2181504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2181504.500000 Penalty: 4755.727539
	Iteration 41Q: 3 clusters Score -2181504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2181506.000000 Penalty: 4755.727539
	Iteration 42Q: 3 clusters Score -2181506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2181506.750000 Penalty: 4755.727539
	Iteration 43Q: 3 clusters Score -2181507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2181506.750000 Penalty: 4755.727539
	Iteration 44F: 3 clusters Score -2181507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Entering Unmasked Estep 
Score: -3383099.000000 Penalty: 2478.549316
	Iteration 0F: 2 clusters Score -3383099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3367857.500000 Penalty: 4957.098633
	Iteration 0F: 3 clusters Score -3367858 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3373136.750000 Penalty: 4957.098633
	Iteration 1F: 3 clusters Score -3373137 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3374030.000000 Penalty: 4957.098633
	Iteration 2F: 3 clusters Score -3374030 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3375282.250000 Penalty: 4957.098633
	Iteration 3F: 3 clusters Score -3375282 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3376904.750000 Penalty: 4957.098633
	Iteration 4F: 3 clusters Score -3376905 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3378208.250000 Penalty: 4957.098633
	Iteration 5F: 3 clusters Score -3378208 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3379010.250000 Penalty: 4957.098633
	Iteration 6F: 3 clusters Score -3379010 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3379405.750000 Penalty: 4957.098633
	Iteration 7Q: 3 clusters Score -3379406 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3379609.000000 Penalty: 4957.098633
	Iteration 8Q: 3 clusters Score -3379609 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3379735.500000 Penalty: 4957.098633
	Iteration 9Q: 3 clusters Score -3379736 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3379811.000000 Penalty: 4957.098633
	Iteration 10Q: 3 clusters Score -3379811 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3379887.000000 Penalty: 4957.098633
	Iteration 11Q: 3 clusters Score -3379887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3379936.000000 Penalty: 4957.098633
	Iteration 12Q: 3 clusters Score -3379936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3379996.500000 Penalty: 4957.098633
	Iteration 13Q: 3 clusters Score -3379996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3380050.000000 Penalty: 4957.098633
	Iteration 14Q: 3 clusters Score -3380050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3380096.000000 Penalty: 4957.098633
	Iteration 15Q: 3 clusters Score -3380096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3380158.750000 Penalty: 4957.098633
	Iteration 16Q: 3 clusters Score -3380159 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3380219.500000 Penalty: 4957.098633
	Iteration 17Q: 3 clusters Score -3380220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3380283.750000 Penalty: 4957.098633
	Iteration 18Q: 3 clusters Score -3380284 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3380361.500000 Penalty: 4957.098633
	Iteration 19Q: 3 clusters Score -3380362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3380454.750000 Penalty: 4957.098633
	Iteration 20F: 3 clusters Score -3380455 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3380540.500000 Penalty: 4957.098633
	Iteration 21Q: 3 clusters Score -3380540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3380660.750000 Penalty: 4957.098633
	Iteration 22Q: 3 clusters Score -3380661 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3380792.500000 Penalty: 4957.098633
	Iteration 23Q: 3 clusters Score -3380792 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3380918.000000 Penalty: 4957.098633
	Iteration 24Q: 3 clusters Score -3380918 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3381028.000000 Penalty: 4957.098633
	Iteration 25Q: 3 clusters Score -3381028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3381109.000000 Penalty: 4957.098633
	Iteration 26Q: 3 clusters Score -3381109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3381210.000000 Penalty: 4957.098633
	Iteration 27Q: 3 clusters Score -3381210 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3381276.250000 Penalty: 4957.098633
	Iteration 28Q: 3 clusters Score -3381276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3381332.000000 Penalty: 4957.098633
	Iteration 29Q: 3 clusters Score -3381332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3381390.750000 Penalty: 4957.098633
	Iteration 30Q: 3 clusters Score -3381391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3381427.000000 Penalty: 4957.098633
	Iteration 31Q: 3 clusters Score -3381427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3381463.000000 Penalty: 4957.098633
	Iteration 32Q: 3 clusters Score -3381463 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3381484.000000 Penalty: 4957.098633
	Iteration 33Q: 3 clusters Score -3381484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3381504.500000 Penalty: 4957.098633
	Iteration 34Q: 3 clusters Score -3381504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3381515.500000 Penalty: 4957.098633
	Iteration 35Q: 3 clusters Score -3381516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3381536.500000 Penalty: 4957.098633
	Iteration 36Q: 3 clusters Score -3381536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3381555.000000 Penalty: 4957.098633
	Iteration 37Q: 3 clusters Score -3381555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3381564.250000 Penalty: 4957.098633
	Iteration 38Q: 3 clusters Score -3381564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3381574.500000 Penalty: 4957.098633
	Iteration 39Q: 3 clusters Score -3381574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3381583.250000 Penalty: 4957.098633
	Iteration 40F: 3 clusters Score -3381583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3381594.750000 Penalty: 4957.098633
	Iteration 41Q: 3 clusters Score -3381595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3381606.750000 Penalty: 4957.098633
	Iteration 42Q: 3 clusters Score -3381607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3381611.250000 Penalty: 4957.098633
	Iteration 43Q: 3 clusters Score -3381611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3381618.500000 Penalty: 4957.098633
	Iteration 44Q: 3 clusters Score -3381618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3381617.750000 Penalty: 4957.098633
	Iteration 45Q: 3 clusters Score -3381618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3381623.500000 Penalty: 4957.098633
	Iteration 46Q: 3 clusters Score -3381624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3381626.250000 Penalty: 4957.098633
	Iteration 47Q: 3 clusters Score -3381626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3381622.500000 Penalty: 4957.098633
	Iteration 48Q: 3 clusters Score -3381622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3381628.250000 Penalty: 4957.098633
	Iteration 49Q: 3 clusters Score -3381628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3381630.250000 Penalty: 4957.098633
	Iteration 50Q: 3 clusters Score -3381630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3381631.000000 Penalty: 4957.098633
	Iteration 51Q: 3 clusters Score -3381631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3381632.750000 Penalty: 4957.098633
	Iteration 52Q: 3 clusters Score -3381633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3381634.250000 Penalty: 4957.098633
	Iteration 53Q: 3 clusters Score -3381634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3381637.000000 Penalty: 4957.098633
	Iteration 54Q: 3 clusters Score -3381637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3381641.750000 Penalty: 4957.098633
	Iteration 55Q: 3 clusters Score -3381642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3381647.250000 Penalty: 4957.098633
	Iteration 56Q: 3 clusters Score -3381647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3381642.000000 Penalty: 4957.098633
	Iteration 57Q: 3 clusters Score -3381642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3381644.500000 Penalty: 4957.098633
	Iteration 58Q: 3 clusters Score -3381644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3381645.250000 Penalty: 4957.098633
	Iteration 59Q: 3 clusters Score -3381645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3381647.000000 Penalty: 4957.098633
	Iteration 60F: 3 clusters Score -3381647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -1233846.875000 Penalty: 2238.551514
	Iteration 0F: 2 clusters Score -1233847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1227182.375000 Penalty: 4477.103027
	Iteration 0F: 3 clusters Score -1227182 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1229183.500000 Penalty: 4477.103027
	Iteration 1F: 3 clusters Score -1229184 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1229581.875000 Penalty: 4477.103027
	Iteration 2F: 3 clusters Score -1229582 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1229999.375000 Penalty: 4477.103027
	Iteration 3F: 3 clusters Score -1229999 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1230389.875000 Penalty: 4477.103027
	Iteration 4F: 3 clusters Score -1230390 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1230713.500000 Penalty: 4477.103027
	Iteration 5F: 3 clusters Score -1230714 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1231008.375000 Penalty: 4477.103027
	Iteration 6F: 3 clusters Score -1231008 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1231274.000000 Penalty: 4477.103027
	Iteration 7Q: 3 clusters Score -1231274 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1231508.375000 Penalty: 4477.103027
	Iteration 8Q: 3 clusters Score -1231508 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1231726.125000 Penalty: 4477.103027
	Iteration 9Q: 3 clusters Score -1231726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1231876.375000 Penalty: 4477.103027
	Iteration 10Q: 3 clusters Score -1231876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1231967.625000 Penalty: 4477.103027
	Iteration 11Q: 3 clusters Score -1231968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1232025.375000 Penalty: 4477.103027
	Iteration 12Q: 3 clusters Score -1232025 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1232066.125000 Penalty: 4477.103027
	Iteration 13Q: 3 clusters Score -1232066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1232085.500000 Penalty: 4477.103027
	Iteration 14Q: 3 clusters Score -1232086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1232110.500000 Penalty: 4477.103027
	Iteration 15Q: 3 clusters Score -1232110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1232128.125000 Penalty: 4477.103027
	Iteration 16Q: 3 clusters Score -1232128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1232140.375000 Penalty: 4477.103027
	Iteration 17Q: 3 clusters Score -1232140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1232147.625000 Penalty: 4477.103027
	Iteration 18Q: 3 clusters Score -1232148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1232154.625000 Penalty: 4477.103027
	Iteration 19Q: 3 clusters Score -1232155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1232164.375000 Penalty: 4477.103027
	Iteration 20F: 3 clusters Score -1232164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1232172.000000 Penalty: 4477.103027
	Iteration 21Q: 3 clusters Score -1232172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1232175.500000 Penalty: 4477.103027
	Iteration 22Q: 3 clusters Score -1232176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1232178.250000 Penalty: 4477.103027
	Iteration 23Q: 3 clusters Score -1232178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1232180.500000 Penalty: 4477.103027
	Iteration 24Q: 3 clusters Score -1232180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1232181.125000 Penalty: 4477.103027
	Iteration 25Q: 3 clusters Score -1232181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1232184.875000 Penalty: 4477.103027
	Iteration 26Q: 3 clusters Score -1232185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1232186.875000 Penalty: 4477.103027
	Iteration 27Q: 3 clusters Score -1232187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1232190.625000 Penalty: 4477.103027
	Iteration 28Q: 3 clusters Score -1232191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1232190.375000 Penalty: 4477.103027
	Iteration 29Q: 3 clusters Score -1232190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1232193.375000 Penalty: 4477.103027
	Iteration 30Q: 3 clusters Score -1232193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1232192.250000 Penalty: 4477.103027
	Iteration 31Q: 3 clusters Score -1232192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1232196.875000 Penalty: 4477.103027
	Iteration 32Q: 3 clusters Score -1232197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1232203.000000 Penalty: 4477.103027
	Iteration 33Q: 3 clusters Score -1232203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1232202.875000 Penalty: 4477.103027
	Iteration 34Q: 3 clusters Score -1232203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1232207.000000 Penalty: 4477.103027
	Iteration 35Q: 3 clusters Score -1232207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1232210.750000 Penalty: 4477.103027
	Iteration 36Q: 3 clusters Score -1232211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1232214.000000 Penalty: 4477.103027
	Iteration 37Q: 3 clusters Score -1232214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1232220.250000 Penalty: 4477.103027
	Iteration 38Q: 3 clusters Score -1232220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1232230.125000 Penalty: 4477.103027
	Iteration 39Q: 3 clusters Score -1232230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1232235.000000 Penalty: 4477.103027
	Iteration 40F: 3 clusters Score -1232235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1232240.375000 Penalty: 4477.103027
	Iteration 41Q: 3 clusters Score -1232240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1232245.750000 Penalty: 4477.103027
	Iteration 42Q: 3 clusters Score -1232246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1232253.125000 Penalty: 4477.103027
	Iteration 43Q: 3 clusters Score -1232253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1232259.500000 Penalty: 4477.103027
	Iteration 44Q: 3 clusters Score -1232260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1232263.125000 Penalty: 4477.103027
	Iteration 45Q: 3 clusters Score -1232263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1232269.750000 Penalty: 4477.103027
	Iteration 46Q: 3 clusters Score -1232270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1232271.250000 Penalty: 4477.103027
	Iteration 47Q: 3 clusters Score -1232271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1232274.500000 Penalty: 4477.103027
	Iteration 48Q: 3 clusters Score -1232274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1232279.000000 Penalty: 4477.103027
	Iteration 49Q: 3 clusters Score -1232279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1232281.500000 Penalty: 4477.103027
	Iteration 50Q: 3 clusters Score -1232282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1232285.250000 Penalty: 4477.103027
	Iteration 51Q: 3 clusters Score -1232285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1232288.250000 Penalty: 4477.103027
	Iteration 52Q: 3 clusters Score -1232288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1232291.125000 Penalty: 4477.103027
	Iteration 53Q: 3 clusters Score -1232291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1232291.250000 Penalty: 4477.103027
	Iteration 54Q: 3 clusters Score -1232291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1232296.625000 Penalty: 4477.103027
	Iteration 55Q: 3 clusters Score -1232297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1232299.250000 Penalty: 4477.103027
	Iteration 56Q: 3 clusters Score -1232299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1232304.750000 Penalty: 4477.103027
	Iteration 57Q: 3 clusters Score -1232305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1232307.375000 Penalty: 4477.103027
	Iteration 58Q: 3 clusters Score -1232307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1232305.375000 Penalty: 4477.103027
	Iteration 59Q: 3 clusters Score -1232305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1232309.750000 Penalty: 4477.103027
	Iteration 60F: 3 clusters Score -1232310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1232312.000000 Penalty: 4477.103027
	Iteration 61Q: 3 clusters Score -1232312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1232312.125000 Penalty: 4477.103027
	Iteration 62Q: 3 clusters Score -1232312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1232313.250000 Penalty: 4477.103027
	Iteration 63Q: 3 clusters Score -1232313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1232316.500000 Penalty: 4477.103027
	Iteration 64Q: 3 clusters Score -1232316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1232316.125000 Penalty: 4477.103027
	Iteration 65Q: 3 clusters Score -1232316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1232316.750000 Penalty: 4477.103027
	Iteration 66Q: 3 clusters Score -1232317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1232319.000000 Penalty: 4477.103027
	Iteration 67Q: 3 clusters Score -1232319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1232321.250000 Penalty: 4477.103027
	Iteration 68Q: 3 clusters Score -1232321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1232324.375000 Penalty: 4477.103027
	Iteration 69Q: 3 clusters Score -1232324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1232327.375000 Penalty: 4477.103027
	Iteration 70Q: 3 clusters Score -1232327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1232326.750000 Penalty: 4477.103027
	Iteration 71Q: 3 clusters Score -1232327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1232329.250000 Penalty: 4477.103027
	Iteration 72Q: 3 clusters Score -1232329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1232330.500000 Penalty: 4477.103027
	Iteration 73Q: 3 clusters Score -1232330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1232331.500000 Penalty: 4477.103027
	Iteration 74Q: 3 clusters Score -1232332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1232330.500000 Penalty: 4477.103027
	Iteration 75Q: 3 clusters Score -1232330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1232334.625000 Penalty: 4477.103027
	Iteration 76Q: 3 clusters Score -1232335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1232334.625000 Penalty: 4477.103027
	Iteration 77Q: 3 clusters Score -1232335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1232336.875000 Penalty: 4477.103027
	Iteration 78Q: 3 clusters Score -1232337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1232340.375000 Penalty: 4477.103027
	Iteration 79Q: 3 clusters Score -1232340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1232338.750000 Penalty: 4477.103027
	Iteration 80F: 3 clusters Score -1232339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1232338.625000 Penalty: 4477.103027
	Iteration 81Q: 3 clusters Score -1232339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1232338.375000 Penalty: 4477.103027
	Iteration 82Q: 3 clusters Score -1232338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1232338.875000 Penalty: 4477.103027
	Iteration 83Q: 3 clusters Score -1232339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1232338.875000 Penalty: 4477.103027
	Iteration 84F: 3 clusters Score -1232339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Entering Unmasked Estep 
Score: -9720521.000000 Penalty: 2740.017578
	Iteration 0F: 2 clusters Score -9720521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -9678531.000000 Penalty: 5480.035156
	Iteration 0F: 3 clusters Score -9678531 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9694700.000000 Penalty: 5480.035156
	Iteration 1F: 3 clusters Score -9694700 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -9695313.000000 Penalty: 5480.035156
	Iteration 2Q: 3 clusters Score -9695313 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -9695958.000000 Penalty: 5480.035156
	Iteration 3Q: 3 clusters Score -9695958 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -9696835.000000 Penalty: 5480.035156
	Iteration 4Q: 3 clusters Score -9696835 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -9698006.000000 Penalty: 5480.035156
	Iteration 5Q: 3 clusters Score -9698006 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9699565.000000 Penalty: 5480.035156
	Iteration 6Q: 3 clusters Score -9699565 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -9701992.000000 Penalty: 5480.035156
	Iteration 7F: 3 clusters Score -9701992 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -9705406.000000 Penalty: 5480.035156
	Iteration 8F: 3 clusters Score -9705406 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -9709172.000000 Penalty: 5480.035156
	Iteration 9F: 3 clusters Score -9709172 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -9712870.000000 Penalty: 5480.035156
	Iteration 10F: 3 clusters Score -9712870 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -9715346.000000 Penalty: 5480.035156
	Iteration 11Q: 3 clusters Score -9715346 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -9716694.000000 Penalty: 5480.035156
	Iteration 12Q: 3 clusters Score -9716694 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -9717360.000000 Penalty: 5480.035156
	Iteration 13Q: 3 clusters Score -9717360 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -9717728.000000 Penalty: 5480.035156
	Iteration 14Q: 3 clusters Score -9717728 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -9717885.000000 Penalty: 5480.035156
	Iteration 15Q: 3 clusters Score -9717885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -9717978.000000 Penalty: 5480.035156
	Iteration 16Q: 3 clusters Score -9717978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -9718034.000000 Penalty: 5480.035156
	Iteration 17Q: 3 clusters Score -9718034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -9718069.000000 Penalty: 5480.035156
	Iteration 18Q: 3 clusters Score -9718069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -9718093.000000 Penalty: 5480.035156
	Iteration 19Q: 3 clusters Score -9718093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -9718102.000000 Penalty: 5480.035156
	Iteration 20F: 3 clusters Score -9718102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9718112.000000 Penalty: 5480.035156
	Iteration 21Q: 3 clusters Score -9718112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -9718114.000000 Penalty: 5480.035156
	Iteration 22Q: 3 clusters Score -9718114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -9718115.000000 Penalty: 5480.035156
	Iteration 23Q: 3 clusters Score -9718115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -9718101.000000 Penalty: 5480.035156
	Iteration 24Q: 3 clusters Score -9718101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -9718101.000000 Penalty: 5480.035156
	Iteration 25F: 3 clusters Score -9718101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -192103.171875 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -192103.2 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 676 members 
Entering Unmasked Estep 
Score: -189874.421875 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -189874.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -190431.593750 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -190431.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -190747.281250 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -190747.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190918.984375 Penalty: 3577.663818
	Iteration 3F: 3 clusters Score -190919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191049.531250 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -191049.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -191120.203125 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -191120.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191188.296875 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -191188.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -191229.609375 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -191229.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191268.078125 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -191268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -191290.015625 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -191290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191315.734375 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -191315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -191339.984375 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -191340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191372.203125 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -191372.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191383.843750 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -191383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191390.203125 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -191390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -191393.640625 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -191393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -191398.156250 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -191398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -191403.625000 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -191403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -191405.453125 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -191405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -191406.968750 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -191407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -191409.578125 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -191409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -191412.921875 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -191412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191416.437500 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -191416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191416.437500 Penalty: 3577.663818
	Iteration 23F: 3 clusters Score -191416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Entering Unmasked Estep 
Score: -5924414.500000 Penalty: 2616.130615
	Iteration 0F: 2 clusters Score -5924414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5898364.500000 Penalty: 5232.261230
	Iteration 0F: 3 clusters Score -5898364 nChanged 17536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5907863.000000 Penalty: 5232.261230
	Iteration 1F: 3 clusters Score -5907863 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5908534.000000 Penalty: 5232.261230
	Iteration 2Q: 3 clusters Score -5908534 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5909368.500000 Penalty: 5232.261230
	Iteration 3F: 3 clusters Score -5909368 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5910508.000000 Penalty: 5232.261230
	Iteration 4F: 3 clusters Score -5910508 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5911963.000000 Penalty: 5232.261230
	Iteration 5F: 3 clusters Score -5911963 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5913537.500000 Penalty: 5232.261230
	Iteration 6F: 3 clusters Score -5913538 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5915095.000000 Penalty: 5232.261230
	Iteration 7F: 3 clusters Score -5915095 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5916534.000000 Penalty: 5232.261230
	Iteration 8F: 3 clusters Score -5916534 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5917737.000000 Penalty: 5232.261230
	Iteration 9Q: 3 clusters Score -5917737 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -5918820.000000 Penalty: 5232.261230
	Iteration 10Q: 3 clusters Score -5918820 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5919711.000000 Penalty: 5232.261230
	Iteration 11Q: 3 clusters Score -5919711 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -5920479.500000 Penalty: 5232.261230
	Iteration 12Q: 3 clusters Score -5920480 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5921039.500000 Penalty: 5232.261230
	Iteration 13Q: 3 clusters Score -5921040 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5921397.000000 Penalty: 5232.261230
	Iteration 14Q: 3 clusters Score -5921397 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -5921668.000000 Penalty: 5232.261230
	Iteration 15Q: 3 clusters Score -5921668 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5921865.500000 Penalty: 5232.261230
	Iteration 16Q: 3 clusters Score -5921866 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5921970.500000 Penalty: 5232.261230
	Iteration 17Q: 3 clusters Score -5921970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5922041.500000 Penalty: 5232.261230
	Iteration 18Q: 3 clusters Score -5922042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -5922077.500000 Penalty: 5232.261230
	Iteration 19Q: 3 clusters Score -5922078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5922115.500000 Penalty: 5232.261230
	Iteration 20F: 3 clusters Score -5922116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5922129.500000 Penalty: 5232.261230
	Iteration 21Q: 3 clusters Score -5922130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5922145.500000 Penalty: 5232.261230
	Iteration 22Q: 3 clusters Score -5922146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5922148.500000 Penalty: 5232.261230
	Iteration 23Q: 3 clusters Score -5922148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5922150.500000 Penalty: 5232.261230
	Iteration 24Q: 3 clusters Score -5922150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5922172.500000 Penalty: 5232.261230
	Iteration 25Q: 3 clusters Score -5922172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5922177.000000 Penalty: 5232.261230
	Iteration 26Q: 3 clusters Score -5922177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5922183.500000 Penalty: 5232.261230
	Iteration 27Q: 3 clusters Score -5922184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5922185.000000 Penalty: 5232.261230
	Iteration 28Q: 3 clusters Score -5922185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -5922187.000000 Penalty: 5232.261230
	Iteration 29Q: 3 clusters Score -5922187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5922193.000000 Penalty: 5232.261230
	Iteration 30Q: 3 clusters Score -5922193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5922195.500000 Penalty: 5232.261230
	Iteration 31Q: 3 clusters Score -5922196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5922202.000000 Penalty: 5232.261230
	Iteration 32Q: 3 clusters Score -5922202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5922198.500000 Penalty: 5232.261230
	Iteration 33Q: 3 clusters Score -5922198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5922209.000000 Penalty: 5232.261230
	Iteration 34Q: 3 clusters Score -5922209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5922214.500000 Penalty: 5232.261230
	Iteration 35Q: 3 clusters Score -5922214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5922210.000000 Penalty: 5232.261230
	Iteration 36Q: 3 clusters Score -5922210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5922210.000000 Penalty: 5232.261230
	Iteration 37F: 3 clusters Score -5922210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Entering Unmasked Estep 
Score: -16316973.000000 Penalty: 2863.463623
	Iteration 0F: 2 clusters Score -1.631697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -16253147.000000 Penalty: 5726.927246
	Iteration 0F: 3 clusters Score -1.625315e+07 nChanged 48943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -16280960.000000 Penalty: 5726.927246
	Iteration 1F: 3 clusters Score -1.628096e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -16282093.000000 Penalty: 5726.927246
	Iteration 2Q: 3 clusters Score -1.628209e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -16283611.000000 Penalty: 5726.927246
	Iteration 3Q: 3 clusters Score -1.628361e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -16285781.000000 Penalty: 5726.927246
	Iteration 4Q: 3 clusters Score -1.628578e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -16289010.000000 Penalty: 5726.927246
	Iteration 5F: 3 clusters Score -1.628901e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -16292548.000000 Penalty: 5726.927246
	Iteration 6F: 3 clusters Score -1.629255e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -16295716.000000 Penalty: 5726.927246
	Iteration 7F: 3 clusters Score -1.629572e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -16298332.000000 Penalty: 5726.927246
	Iteration 8F: 3 clusters Score -1.629833e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -16300307.000000 Penalty: 5726.927246
	Iteration 9Q: 3 clusters Score -1.630031e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -16301967.000000 Penalty: 5726.927246
	Iteration 10Q: 3 clusters Score -1.630197e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -16303125.000000 Penalty: 5726.927246
	Iteration 11Q: 3 clusters Score -1.630312e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -16304396.000000 Penalty: 5726.927246
	Iteration 12Q: 3 clusters Score -1.63044e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -16305810.000000 Penalty: 5726.927246
	Iteration 13Q: 3 clusters Score -1.630581e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -16307020.000000 Penalty: 5726.927246
	Iteration 14Q: 3 clusters Score -1.630702e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -16308251.000000 Penalty: 5726.927246
	Iteration 15Q: 3 clusters Score -1.630825e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -16309392.000000 Penalty: 5726.927246
	Iteration 16Q: 3 clusters Score -1.630939e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -16310685.000000 Penalty: 5726.927246
	Iteration 17Q: 3 clusters Score -1.631068e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -16311685.000000 Penalty: 5726.927246
	Iteration 18Q: 3 clusters Score -1.631168e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -16312598.000000 Penalty: 5726.927246
	Iteration 19Q: 3 clusters Score -1.63126e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -16313256.000000 Penalty: 5726.927246
	Iteration 20F: 3 clusters Score -1.631326e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -16313881.000000 Penalty: 5726.927246
	Iteration 21Q: 3 clusters Score -1.631388e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -16314331.000000 Penalty: 5726.927246
	Iteration 22Q: 3 clusters Score -1.631433e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -16314666.000000 Penalty: 5726.927246
	Iteration 23Q: 3 clusters Score -1.631467e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -16314980.000000 Penalty: 5726.927246
	Iteration 24Q: 3 clusters Score -1.631498e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -16315163.000000 Penalty: 5726.927246
	Iteration 25Q: 3 clusters Score -1.631516e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -16315324.000000 Penalty: 5726.927246
	Iteration 26Q: 3 clusters Score -1.631532e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -16315466.000000 Penalty: 5726.927246
	Iteration 27Q: 3 clusters Score -1.631547e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -16315531.000000 Penalty: 5726.927246
	Iteration 28Q: 3 clusters Score -1.631553e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -16315564.000000 Penalty: 5726.927246
	Iteration 29Q: 3 clusters Score -1.631556e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -16315595.000000 Penalty: 5726.927246
	Iteration 30Q: 3 clusters Score -1.63156e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -16315577.000000 Penalty: 5726.927246
	Iteration 31Q: 3 clusters Score -1.631558e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -16315590.000000 Penalty: 5726.927246
	Iteration 32Q: 3 clusters Score -1.631559e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -16315632.000000 Penalty: 5726.927246
	Iteration 33Q: 3 clusters Score -1.631563e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -16315638.000000 Penalty: 5726.927246
	Iteration 34Q: 3 clusters Score -1.631564e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -16315663.000000 Penalty: 5726.927246
	Iteration 35Q: 3 clusters Score -1.631566e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16315642.000000 Penalty: 5726.927246
	Iteration 36Q: 3 clusters Score -1.631564e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -16315683.000000 Penalty: 5726.927246
	Iteration 37Q: 3 clusters Score -1.631568e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16315693.000000 Penalty: 5726.927246
	Iteration 38Q: 3 clusters Score -1.631569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -16315712.000000 Penalty: 5726.927246
	Iteration 39Q: 3 clusters Score -1.631571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -16315738.000000 Penalty: 5726.927246
	Iteration 40F: 3 clusters Score -1.631574e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16315733.000000 Penalty: 5726.927246
	Iteration 41Q: 3 clusters Score -1.631573e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -16315742.000000 Penalty: 5726.927246
	Iteration 42Q: 3 clusters Score -1.631574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -16315737.000000 Penalty: 5726.927246
	Iteration 43Q: 3 clusters Score -1.631574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -16315728.000000 Penalty: 5726.927246
	Iteration 44Q: 3 clusters Score -1.631573e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -16315740.000000 Penalty: 5726.927246
	Iteration 45Q: 3 clusters Score -1.631574e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -16315754.000000 Penalty: 5726.927246
	Iteration 46Q: 3 clusters Score -1.631575e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99286 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -16315759.000000 Penalty: 5726.927246
	Iteration 47Q: 3 clusters Score -1.631576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -16315757.000000 Penalty: 5726.927246
	Iteration 48Q: 3 clusters Score -1.631576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -16315740.000000 Penalty: 5726.927246
	Iteration 49Q: 3 clusters Score -1.631574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -16315751.000000 Penalty: 5726.927246
	Iteration 50Q: 3 clusters Score -1.631575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -16315739.000000 Penalty: 5726.927246
	Iteration 51Q: 3 clusters Score -1.631574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -16315739.000000 Penalty: 5726.927246
	Iteration 52Q: 3 clusters Score -1.631574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -16315743.000000 Penalty: 5726.927246
	Iteration 53Q: 3 clusters Score -1.631574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -16315747.000000 Penalty: 5726.927246
	Iteration 54Q: 3 clusters Score -1.631575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -16315743.000000 Penalty: 5726.927246
	Iteration 55Q: 3 clusters Score -1.631574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -16315742.000000 Penalty: 5726.927246
	Iteration 56Q: 3 clusters Score -1.631574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -16315748.000000 Penalty: 5726.927246
	Iteration 57Q: 3 clusters Score -1.631575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -16315732.000000 Penalty: 5726.927246
	Iteration 58Q: 3 clusters Score -1.631573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -16315735.000000 Penalty: 5726.927246
	Iteration 59Q: 3 clusters Score -1.631574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -16315738.000000 Penalty: 5726.927246
	Iteration 60F: 3 clusters Score -1.631574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -16315730.000000 Penalty: 5726.927246
	Iteration 61Q: 3 clusters Score -1.631573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -16315741.000000 Penalty: 5726.927246
	Iteration 62Q: 3 clusters Score -1.631574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16315743.000000 Penalty: 5726.927246
	Iteration 63Q: 3 clusters Score -1.631574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16315745.000000 Penalty: 5726.927246
	Iteration 64Q: 3 clusters Score -1.631574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16315745.000000 Penalty: 5726.927246
	Iteration 65Q: 3 clusters Score -1.631574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -16315735.000000 Penalty: 5726.927246
	Iteration 66Q: 3 clusters Score -1.631574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -16315735.000000 Penalty: 5726.927246
	Iteration 67Q: 3 clusters Score -1.631574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -16315751.000000 Penalty: 5726.927246
	Iteration 68Q: 3 clusters Score -1.631575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16315743.000000 Penalty: 5726.927246
	Iteration 69Q: 3 clusters Score -1.631574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16315740.000000 Penalty: 5726.927246
	Iteration 70Q: 3 clusters Score -1.631574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -16315737.000000 Penalty: 5726.927246
	Iteration 71Q: 3 clusters Score -1.631574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -16315742.000000 Penalty: 5726.927246
	Iteration 72Q: 3 clusters Score -1.631574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -16315738.000000 Penalty: 5726.927246
	Iteration 73Q: 3 clusters Score -1.631574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -16315760.000000 Penalty: 5726.927246
	Iteration 74Q: 3 clusters Score -1.631576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -16315767.000000 Penalty: 5726.927246
	Iteration 75Q: 3 clusters Score -1.631577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -16315772.000000 Penalty: 5726.927246
	Iteration 76Q: 3 clusters Score -1.631577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -16315779.000000 Penalty: 5726.927246
	Iteration 77Q: 3 clusters Score -1.631578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -16315778.000000 Penalty: 5726.927246
	Iteration 78Q: 3 clusters Score -1.631578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -16315772.000000 Penalty: 5726.927246
	Iteration 79Q: 3 clusters Score -1.631577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -16315770.000000 Penalty: 5726.927246
	Iteration 80F: 3 clusters Score -1.631577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -16315760.000000 Penalty: 5726.927246
	Iteration 81Q: 3 clusters Score -1.631576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -16315759.000000 Penalty: 5726.927246
	Iteration 82Q: 3 clusters Score -1.631576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -16315749.000000 Penalty: 5726.927246
	Iteration 83Q: 3 clusters Score -1.631575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -16315752.000000 Penalty: 5726.927246
	Iteration 84Q: 3 clusters Score -1.631575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -16315755.000000 Penalty: 5726.927246
	Iteration 85Q: 3 clusters Score -1.631576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -16315750.000000 Penalty: 5726.927246
	Iteration 86Q: 3 clusters Score -1.631575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -16315751.000000 Penalty: 5726.927246
	Iteration 87Q: 3 clusters Score -1.631575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -16315746.000000 Penalty: 5726.927246
	Iteration 88Q: 3 clusters Score -1.631575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -16315750.000000 Penalty: 5726.927246
	Iteration 89Q: 3 clusters Score -1.631575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -16315758.000000 Penalty: 5726.927246
	Iteration 90Q: 3 clusters Score -1.631576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -16315754.000000 Penalty: 5726.927246
	Iteration 91Q: 3 clusters Score -1.631575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -16315751.000000 Penalty: 5726.927246
	Iteration 92Q: 3 clusters Score -1.631575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -16315750.000000 Penalty: 5726.927246
	Iteration 93Q: 3 clusters Score -1.631575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -16315741.000000 Penalty: 5726.927246
	Iteration 94Q: 3 clusters Score -1.631574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -16315748.000000 Penalty: 5726.927246
	Iteration 95Q: 3 clusters Score -1.631575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -16315743.000000 Penalty: 5726.927246
	Iteration 96Q: 3 clusters Score -1.631574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -16315741.000000 Penalty: 5726.927246
	Iteration 97Q: 3 clusters Score -1.631574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -16315739.000000 Penalty: 5726.927246
	Iteration 98Q: 3 clusters Score -1.631574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16315734.000000 Penalty: 5726.927246
	Iteration 99Q: 3 clusters Score -1.631573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -16315748.000000 Penalty: 5726.927246
	Iteration 100F: 3 clusters Score -1.631575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -16315737.000000 Penalty: 5726.927246
	Iteration 101Q: 3 clusters Score -1.631574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -16315749.000000 Penalty: 5726.927246
	Iteration 102Q: 3 clusters Score -1.631575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -16315742.000000 Penalty: 5726.927246
	Iteration 103Q: 3 clusters Score -1.631574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -16315755.000000 Penalty: 5726.927246
	Iteration 104Q: 3 clusters Score -1.631576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -16315727.000000 Penalty: 5726.927246
	Iteration 105Q: 3 clusters Score -1.631573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -16315736.000000 Penalty: 5726.927246
	Iteration 106Q: 3 clusters Score -1.631574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -16315741.000000 Penalty: 5726.927246
	Iteration 107Q: 3 clusters Score -1.631574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -16315738.000000 Penalty: 5726.927246
	Iteration 108Q: 3 clusters Score -1.631574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -16315739.000000 Penalty: 5726.927246
	Iteration 109Q: 3 clusters Score -1.631574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -16315741.000000 Penalty: 5726.927246
	Iteration 110Q: 3 clusters Score -1.631574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -16315747.000000 Penalty: 5726.927246
	Iteration 111Q: 3 clusters Score -1.631575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -16315758.000000 Penalty: 5726.927246
	Iteration 112Q: 3 clusters Score -1.631576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16315768.000000 Penalty: 5726.927246
	Iteration 113Q: 3 clusters Score -1.631577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -16315760.000000 Penalty: 5726.927246
	Iteration 114Q: 3 clusters Score -1.631576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -16315760.000000 Penalty: 5726.927246
	Iteration 115Q: 3 clusters Score -1.631576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -16315762.000000 Penalty: 5726.927246
	Iteration 116Q: 3 clusters Score -1.631576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -16315758.000000 Penalty: 5726.927246
	Iteration 117Q: 3 clusters Score -1.631576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -16315755.000000 Penalty: 5726.927246
	Iteration 118Q: 3 clusters Score -1.631576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16315756.000000 Penalty: 5726.927246
	Iteration 119Q: 3 clusters Score -1.631576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -16315748.000000 Penalty: 5726.927246
	Iteration 120F: 3 clusters Score -1.631575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16315750.000000 Penalty: 5726.927246
	Iteration 121Q: 3 clusters Score -1.631575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -16315756.000000 Penalty: 5726.927246
	Iteration 122Q: 3 clusters Score -1.631576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -16315759.000000 Penalty: 5726.927246
	Iteration 123Q: 3 clusters Score -1.631576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -16315755.000000 Penalty: 5726.927246
	Iteration 124Q: 3 clusters Score -1.631576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -16315755.000000 Penalty: 5726.927246
	Iteration 125F: 3 clusters Score -1.631576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -956118.312500 Penalty: 2176.412842
	Iteration 0F: 2 clusters Score -956118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -950650.937500 Penalty: 4352.825684
	Iteration 0F: 3 clusters Score -950650.9 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -952053.125000 Penalty: 4352.825684
	Iteration 1F: 3 clusters Score -952053.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -952423.937500 Penalty: 4352.825684
	Iteration 2F: 3 clusters Score -952423.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -952769.875000 Penalty: 4352.825684
	Iteration 3F: 3 clusters Score -952769.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -953104.125000 Penalty: 4352.825684
	Iteration 4F: 3 clusters Score -953104.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -953475.875000 Penalty: 4352.825684
	Iteration 5F: 3 clusters Score -953475.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -953850.625000 Penalty: 4352.825684
	Iteration 6F: 3 clusters Score -953850.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -954187.812500 Penalty: 4352.825684
	Iteration 7F: 3 clusters Score -954187.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -954449.187500 Penalty: 4352.825684
	Iteration 8Q: 3 clusters Score -954449.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -954647.562500 Penalty: 4352.825684
	Iteration 9Q: 3 clusters Score -954647.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -954786.000000 Penalty: 4352.825684
	Iteration 10Q: 3 clusters Score -954786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -954924.812500 Penalty: 4352.825684
	Iteration 11Q: 3 clusters Score -954924.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -955075.875000 Penalty: 4352.825684
	Iteration 12Q: 3 clusters Score -955075.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -955177.187500 Penalty: 4352.825684
	Iteration 13Q: 3 clusters Score -955177.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -955230.625000 Penalty: 4352.825684
	Iteration 14Q: 3 clusters Score -955230.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -955269.125000 Penalty: 4352.825684
	Iteration 15Q: 3 clusters Score -955269.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -955291.375000 Penalty: 4352.825684
	Iteration 16Q: 3 clusters Score -955291.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -955304.562500 Penalty: 4352.825684
	Iteration 17Q: 3 clusters Score -955304.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -955313.875000 Penalty: 4352.825684
	Iteration 18Q: 3 clusters Score -955313.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -955321.562500 Penalty: 4352.825684
	Iteration 19Q: 3 clusters Score -955321.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -955325.812500 Penalty: 4352.825684
	Iteration 20F: 3 clusters Score -955325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -955330.437500 Penalty: 4352.825684
	Iteration 21Q: 3 clusters Score -955330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -955331.437500 Penalty: 4352.825684
	Iteration 22Q: 3 clusters Score -955331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -955333.250000 Penalty: 4352.825684
	Iteration 23Q: 3 clusters Score -955333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -955332.375000 Penalty: 4352.825684
	Iteration 24Q: 3 clusters Score -955332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -955334.125000 Penalty: 4352.825684
	Iteration 25Q: 3 clusters Score -955334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -955334.625000 Penalty: 4352.825684
	Iteration 26Q: 3 clusters Score -955334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -955336.000000 Penalty: 4352.825684
	Iteration 27Q: 3 clusters Score -955336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -955336.000000 Penalty: 4352.825684
	Iteration 28F: 3 clusters Score -955336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Entering Unmasked Estep 
Score: -8343295.000000 Penalty: 2698.274658
	Iteration 0F: 2 clusters Score -8343295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -8307635.000000 Penalty: 5396.549316
	Iteration 0F: 3 clusters Score -8307635 nChanged 24422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -8321250.000000 Penalty: 5396.549316
	Iteration 1F: 3 clusters Score -8321250 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -8321869.500000 Penalty: 5396.549316
	Iteration 2Q: 3 clusters Score -8321870 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -8322448.500000 Penalty: 5396.549316
	Iteration 3Q: 3 clusters Score -8322448 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -8323234.000000 Penalty: 5396.549316
	Iteration 4Q: 3 clusters Score -8323234 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8324268.000000 Penalty: 5396.549316
	Iteration 5Q: 3 clusters Score -8324268 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8325837.500000 Penalty: 5396.549316
	Iteration 6Q: 3 clusters Score -8325838 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -8327922.500000 Penalty: 5396.549316
	Iteration 7F: 3 clusters Score -8327922 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8330233.500000 Penalty: 5396.549316
	Iteration 8F: 3 clusters Score -8330234 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -8332510.000000 Penalty: 5396.549316
	Iteration 9F: 3 clusters Score -8332510 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -8334258.000000 Penalty: 5396.549316
	Iteration 10F: 3 clusters Score -8334258 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -8335488.500000 Penalty: 5396.549316
	Iteration 11Q: 3 clusters Score -8335488 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -8336369.000000 Penalty: 5396.549316
	Iteration 12Q: 3 clusters Score -8336369 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -8336934.500000 Penalty: 5396.549316
	Iteration 13Q: 3 clusters Score -8336934 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8337319.000000 Penalty: 5396.549316
	Iteration 14Q: 3 clusters Score -8337319 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -8337661.500000 Penalty: 5396.549316
	Iteration 15Q: 3 clusters Score -8337662 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -8337943.000000 Penalty: 5396.549316
	Iteration 16Q: 3 clusters Score -8337943 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -8338200.500000 Penalty: 5396.549316
	Iteration 17Q: 3 clusters Score -8338200 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -8338512.500000 Penalty: 5396.549316
	Iteration 18Q: 3 clusters Score -8338512 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -8338798.000000 Penalty: 5396.549316
	Iteration 19Q: 3 clusters Score -8338798 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -8339141.000000 Penalty: 5396.549316
	Iteration 20F: 3 clusters Score -8339141 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8339484.500000 Penalty: 5396.549316
	Iteration 21Q: 3 clusters Score -8339484 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -8339767.000000 Penalty: 5396.549316
	Iteration 22Q: 3 clusters Score -8339767 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -8340025.500000 Penalty: 5396.549316
	Iteration 23Q: 3 clusters Score -8340026 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -8340299.000000 Penalty: 5396.549316
	Iteration 24Q: 3 clusters Score -8340299 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -8340490.500000 Penalty: 5396.549316
	Iteration 25Q: 3 clusters Score -8340490 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -8340643.500000 Penalty: 5396.549316
	Iteration 26Q: 3 clusters Score -8340644 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -8340776.500000 Penalty: 5396.549316
	Iteration 27Q: 3 clusters Score -8340776 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -8340905.500000 Penalty: 5396.549316
	Iteration 28Q: 3 clusters Score -8340906 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8341019.000000 Penalty: 5396.549316
	Iteration 29Q: 3 clusters Score -8341019 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8341092.000000 Penalty: 5396.549316
	Iteration 30Q: 3 clusters Score -8341092 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8341151.000000 Penalty: 5396.549316
	Iteration 31Q: 3 clusters Score -8341151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8341215.000000 Penalty: 5396.549316
	Iteration 32Q: 3 clusters Score -8341215 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8341274.500000 Penalty: 5396.549316
	Iteration 33Q: 3 clusters Score -8341274 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8341288.500000 Penalty: 5396.549316
	Iteration 34Q: 3 clusters Score -8341288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8341325.500000 Penalty: 5396.549316
	Iteration 35Q: 3 clusters Score -8341326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8341360.000000 Penalty: 5396.549316
	Iteration 36Q: 3 clusters Score -8341360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8341379.500000 Penalty: 5396.549316
	Iteration 37Q: 3 clusters Score -8341380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8341403.500000 Penalty: 5396.549316
	Iteration 38Q: 3 clusters Score -8341404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8341428.000000 Penalty: 5396.549316
	Iteration 39Q: 3 clusters Score -8341428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8341445.500000 Penalty: 5396.549316
	Iteration 40F: 3 clusters Score -8341446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8341448.500000 Penalty: 5396.549316
	Iteration 41Q: 3 clusters Score -8341448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8341463.000000 Penalty: 5396.549316
	Iteration 42Q: 3 clusters Score -8341463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8341485.000000 Penalty: 5396.549316
	Iteration 43Q: 3 clusters Score -8341485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8341492.000000 Penalty: 5396.549316
	Iteration 44Q: 3 clusters Score -8341492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8341503.000000 Penalty: 5396.549316
	Iteration 45Q: 3 clusters Score -8341503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8341502.500000 Penalty: 5396.549316
	Iteration 46Q: 3 clusters Score -8341502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8341512.500000 Penalty: 5396.549316
	Iteration 47Q: 3 clusters Score -8341512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8341520.500000 Penalty: 5396.549316
	Iteration 48Q: 3 clusters Score -8341520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8341517.000000 Penalty: 5396.549316
	Iteration 49Q: 3 clusters Score -8341517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8341522.000000 Penalty: 5396.549316
	Iteration 50Q: 3 clusters Score -8341522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8341530.500000 Penalty: 5396.549316
	Iteration 51Q: 3 clusters Score -8341530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8341517.000000 Penalty: 5396.549316
	Iteration 52Q: 3 clusters Score -8341517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8341521.000000 Penalty: 5396.549316
	Iteration 53Q: 3 clusters Score -8341521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8341522.000000 Penalty: 5396.549316
	Iteration 54Q: 3 clusters Score -8341522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8341524.500000 Penalty: 5396.549316
	Iteration 55Q: 3 clusters Score -8341524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8341524.500000 Penalty: 5396.549316
	Iteration 56Q: 3 clusters Score -8341524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8341521.500000 Penalty: 5396.549316
	Iteration 57Q: 3 clusters Score -8341522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8341525.500000 Penalty: 5396.549316
	Iteration 58Q: 3 clusters Score -8341526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8341519.500000 Penalty: 5396.549316
	Iteration 59Q: 3 clusters Score -8341520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8341528.500000 Penalty: 5396.549316
	Iteration 60F: 3 clusters Score -8341528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8341524.500000 Penalty: 5396.549316
	Iteration 61Q: 3 clusters Score -8341524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8341529.000000 Penalty: 5396.549316
	Iteration 62Q: 3 clusters Score -8341529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8341537.500000 Penalty: 5396.549316
	Iteration 63Q: 3 clusters Score -8341538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8341521.500000 Penalty: 5396.549316
	Iteration 64Q: 3 clusters Score -8341522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8341532.000000 Penalty: 5396.549316
	Iteration 65Q: 3 clusters Score -8341532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8341532.500000 Penalty: 5396.549316
	Iteration 66Q: 3 clusters Score -8341532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8341530.500000 Penalty: 5396.549316
	Iteration 67Q: 3 clusters Score -8341530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8341528.500000 Penalty: 5396.549316
	Iteration 68Q: 3 clusters Score -8341528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8341533.000000 Penalty: 5396.549316
	Iteration 69Q: 3 clusters Score -8341533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8341529.000000 Penalty: 5396.549316
	Iteration 70Q: 3 clusters Score -8341529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8341528.000000 Penalty: 5396.549316
	Iteration 71Q: 3 clusters Score -8341528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8341534.000000 Penalty: 5396.549316
	Iteration 72Q: 3 clusters Score -8341534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8341532.000000 Penalty: 5396.549316
	Iteration 73Q: 3 clusters Score -8341532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8341530.500000 Penalty: 5396.549316
	Iteration 74Q: 3 clusters Score -8341530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8341529.500000 Penalty: 5396.549316
	Iteration 75Q: 3 clusters Score -8341530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8341526.500000 Penalty: 5396.549316
	Iteration 76Q: 3 clusters Score -8341526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8341538.000000 Penalty: 5396.549316
	Iteration 77Q: 3 clusters Score -8341538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8341536.000000 Penalty: 5396.549316
	Iteration 78Q: 3 clusters Score -8341536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8341546.000000 Penalty: 5396.549316
	Iteration 79Q: 3 clusters Score -8341546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8341550.000000 Penalty: 5396.549316
	Iteration 80F: 3 clusters Score -8341550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8341547.000000 Penalty: 5396.549316
	Iteration 81Q: 3 clusters Score -8341547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8341547.000000 Penalty: 5396.549316
	Iteration 82F: 3 clusters Score -8341547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -1096951.375000 Penalty: 2209.087891
	Iteration 0F: 2 clusters Score -1096951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1090995.750000 Penalty: 4418.175781
	Iteration 0F: 3 clusters Score -1090996 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1092662.500000 Penalty: 4418.175781
	Iteration 1F: 3 clusters Score -1092662 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1093006.625000 Penalty: 4418.175781
	Iteration 2F: 3 clusters Score -1093007 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1093308.750000 Penalty: 4418.175781
	Iteration 3F: 3 clusters Score -1093309 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1093563.750000 Penalty: 4418.175781
	Iteration 4F: 3 clusters Score -1093564 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1093781.500000 Penalty: 4418.175781
	Iteration 5Q: 3 clusters Score -1093782 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1094024.500000 Penalty: 4418.175781
	Iteration 6Q: 3 clusters Score -1094024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1094283.375000 Penalty: 4418.175781
	Iteration 7Q: 3 clusters Score -1094283 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1094610.750000 Penalty: 4418.175781
	Iteration 8Q: 3 clusters Score -1094611 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1095006.750000 Penalty: 4418.175781
	Iteration 9Q: 3 clusters Score -1095007 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1095413.250000 Penalty: 4418.175781
	Iteration 10Q: 3 clusters Score -1095413 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1095819.250000 Penalty: 4418.175781
	Iteration 11Q: 3 clusters Score -1095819 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1096052.500000 Penalty: 4418.175781
	Iteration 12Q: 3 clusters Score -1096052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1096168.375000 Penalty: 4418.175781
	Iteration 13Q: 3 clusters Score -1096168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1096246.875000 Penalty: 4418.175781
	Iteration 14Q: 3 clusters Score -1096247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1096294.375000 Penalty: 4418.175781
	Iteration 15Q: 3 clusters Score -1096294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1096338.625000 Penalty: 4418.175781
	Iteration 16Q: 3 clusters Score -1096339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1096395.250000 Penalty: 4418.175781
	Iteration 17Q: 3 clusters Score -1096395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1096461.875000 Penalty: 4418.175781
	Iteration 18Q: 3 clusters Score -1096462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1096579.875000 Penalty: 4418.175781
	Iteration 19Q: 3 clusters Score -1096580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1096801.000000 Penalty: 4418.175781
	Iteration 20F: 3 clusters Score -1096801 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1097042.750000 Penalty: 4418.175781
	Iteration 21Q: 3 clusters Score -1097043 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1097159.375000 Penalty: 4418.175781
	Iteration 22Q: 3 clusters Score -1097159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1097200.875000 Penalty: 4418.175781
	Iteration 23Q: 3 clusters Score -1097201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1097218.000000 Penalty: 4418.175781
	Iteration 24Q: 3 clusters Score -1097218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1097223.250000 Penalty: 4418.175781
	Iteration 25Q: 3 clusters Score -1097223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1097228.000000 Penalty: 4418.175781
	Iteration 26Q: 3 clusters Score -1097228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1097234.000000 Penalty: 4418.175781
	Iteration 27Q: 3 clusters Score -1097234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1097231.000000 Penalty: 4418.175781
	Iteration 28Q: 3 clusters Score -1097231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1097233.750000 Penalty: 4418.175781
	Iteration 29Q: 3 clusters Score -1097234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1097232.125000 Penalty: 4418.175781
	Iteration 30Q: 3 clusters Score -1097232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1097232.125000 Penalty: 4418.175781
	Iteration 31F: 3 clusters Score -1097232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62847 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53111 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63836 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26081 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7266 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6848 members 
Mstep: Class 45 contains 13692 members 
Mstep: Class 46 contains 14731 members 
Mstep: Class 47 contains 4979 members 
Entering Unmasked Estep 
Score: -120403456.000000 Penalty: 158369.359375
Splitting cluster 22 changes total score from -120404376.000000 to -120403456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -44191.449219 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -44191.45 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 199 members 
Entering Unmasked Estep 
Score: -42947.308594 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42947.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43316.394531 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -43316.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43470.722656 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -43470.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43556.167969 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -43556.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43600.699219 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -43600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43638.226562 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -43638.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -43649.757812 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -43649.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43657.335938 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -43657.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43657.335938 Penalty: 2930.409180
	Iteration 8F: 3 clusters Score -43657.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Entering Unmasked Estep 
Score: -9947967.000000 Penalty: 2743.889893
	Iteration 0F: 2 clusters Score -9947967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9905101.000000 Penalty: 5487.779785
	Iteration 0F: 3 clusters Score -9905101 nChanged 29623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9921917.000000 Penalty: 5487.779785
	Iteration 1F: 3 clusters Score -9921917 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -9923012.000000 Penalty: 5487.779785
	Iteration 2Q: 3 clusters Score -9923012 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -9924641.000000 Penalty: 5487.779785
	Iteration 3F: 3 clusters Score -9924641 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -9926858.000000 Penalty: 5487.779785
	Iteration 4F: 3 clusters Score -9926858 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -9929797.000000 Penalty: 5487.779785
	Iteration 5F: 3 clusters Score -9929797 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -9932734.000000 Penalty: 5487.779785
	Iteration 6F: 3 clusters Score -9932734 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -9934953.000000 Penalty: 5487.779785
	Iteration 7F: 3 clusters Score -9934953 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9936423.000000 Penalty: 5487.779785
	Iteration 8Q: 3 clusters Score -9936423 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -9937549.000000 Penalty: 5487.779785
	Iteration 9Q: 3 clusters Score -9937549 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -9938604.000000 Penalty: 5487.779785
	Iteration 10Q: 3 clusters Score -9938604 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -9939569.000000 Penalty: 5487.779785
	Iteration 11Q: 3 clusters Score -9939569 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -9940530.000000 Penalty: 5487.779785
	Iteration 12Q: 3 clusters Score -9940530 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -9941697.000000 Penalty: 5487.779785
	Iteration 13Q: 3 clusters Score -9941697 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -9942816.000000 Penalty: 5487.779785
	Iteration 14Q: 3 clusters Score -9942816 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -9943679.000000 Penalty: 5487.779785
	Iteration 15Q: 3 clusters Score -9943679 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -9944346.000000 Penalty: 5487.779785
	Iteration 16Q: 3 clusters Score -9944346 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -9944793.000000 Penalty: 5487.779785
	Iteration 17Q: 3 clusters Score -9944793 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -9945093.000000 Penalty: 5487.779785
	Iteration 18Q: 3 clusters Score -9945093 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -9945298.000000 Penalty: 5487.779785
	Iteration 19Q: 3 clusters Score -9945298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -9945406.000000 Penalty: 5487.779785
	Iteration 20F: 3 clusters Score -9945406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -9945493.000000 Penalty: 5487.779785
	Iteration 21Q: 3 clusters Score -9945493 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -9945553.000000 Penalty: 5487.779785
	Iteration 22Q: 3 clusters Score -9945553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -9945602.000000 Penalty: 5487.779785
	Iteration 23Q: 3 clusters Score -9945602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -9945649.000000 Penalty: 5487.779785
	Iteration 24Q: 3 clusters Score -9945649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -9945679.000000 Penalty: 5487.779785
	Iteration 25Q: 3 clusters Score -9945679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -9945693.000000 Penalty: 5487.779785
	Iteration 26Q: 3 clusters Score -9945693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -9945706.000000 Penalty: 5487.779785
	Iteration 27Q: 3 clusters Score -9945706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -9945720.000000 Penalty: 5487.779785
	Iteration 28Q: 3 clusters Score -9945720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -9945715.000000 Penalty: 5487.779785
	Iteration 29Q: 3 clusters Score -9945715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -9945732.000000 Penalty: 5487.779785
	Iteration 30Q: 3 clusters Score -9945732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -9945734.000000 Penalty: 5487.779785
	Iteration 31Q: 3 clusters Score -9945734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -9945720.000000 Penalty: 5487.779785
	Iteration 32Q: 3 clusters Score -9945720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -9945723.000000 Penalty: 5487.779785
	Iteration 33Q: 3 clusters Score -9945723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -9945733.000000 Penalty: 5487.779785
	Iteration 34Q: 3 clusters Score -9945733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -9945737.000000 Penalty: 5487.779785
	Iteration 35Q: 3 clusters Score -9945737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -9945742.000000 Penalty: 5487.779785
	Iteration 36Q: 3 clusters Score -9945742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -9945755.000000 Penalty: 5487.779785
	Iteration 37Q: 3 clusters Score -9945755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -9945763.000000 Penalty: 5487.779785
	Iteration 38Q: 3 clusters Score -9945763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -9945780.000000 Penalty: 5487.779785
	Iteration 39Q: 3 clusters Score -9945780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9945791.000000 Penalty: 5487.779785
	Iteration 40F: 3 clusters Score -9945791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9945781.000000 Penalty: 5487.779785
	Iteration 41Q: 3 clusters Score -9945781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9945787.000000 Penalty: 5487.779785
	Iteration 42Q: 3 clusters Score -9945787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -9945781.000000 Penalty: 5487.779785
	Iteration 43Q: 3 clusters Score -9945781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -9945782.000000 Penalty: 5487.779785
	Iteration 44Q: 3 clusters Score -9945782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -9945786.000000 Penalty: 5487.779785
	Iteration 45Q: 3 clusters Score -9945786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -9945786.000000 Penalty: 5487.779785
	Iteration 46F: 3 clusters Score -9945786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Entering Unmasked Estep 
Score: -3248617.250000 Penalty: 2465.481445
	Iteration 0F: 2 clusters Score -3248617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3234159.250000 Penalty: 4930.962891
	Iteration 0F: 3 clusters Score -3234159 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3239080.750000 Penalty: 4930.962891
	Iteration 1F: 3 clusters Score -3239081 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3239585.000000 Penalty: 4930.962891
	Iteration 2F: 3 clusters Score -3239585 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3240022.500000 Penalty: 4930.962891
	Iteration 3F: 3 clusters Score -3240022 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3240462.250000 Penalty: 4930.962891
	Iteration 4F: 3 clusters Score -3240462 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3240817.750000 Penalty: 4930.962891
	Iteration 5Q: 3 clusters Score -3240818 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3241191.750000 Penalty: 4930.962891
	Iteration 6Q: 3 clusters Score -3241192 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3241649.250000 Penalty: 4930.962891
	Iteration 7Q: 3 clusters Score -3241649 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3242225.000000 Penalty: 4930.962891
	Iteration 8Q: 3 clusters Score -3242225 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3242965.250000 Penalty: 4930.962891
	Iteration 9F: 3 clusters Score -3242965 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3243732.750000 Penalty: 4930.962891
	Iteration 10F: 3 clusters Score -3243733 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3244412.500000 Penalty: 4930.962891
	Iteration 11Q: 3 clusters Score -3244412 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3244962.000000 Penalty: 4930.962891
	Iteration 12Q: 3 clusters Score -3244962 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3245395.750000 Penalty: 4930.962891
	Iteration 13Q: 3 clusters Score -3245396 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3245686.000000 Penalty: 4930.962891
	Iteration 14Q: 3 clusters Score -3245686 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3245908.000000 Penalty: 4930.962891
	Iteration 15Q: 3 clusters Score -3245908 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3246065.500000 Penalty: 4930.962891
	Iteration 16Q: 3 clusters Score -3246066 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3246191.500000 Penalty: 4930.962891
	Iteration 17Q: 3 clusters Score -3246192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3246281.250000 Penalty: 4930.962891
	Iteration 18Q: 3 clusters Score -3246281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3246325.750000 Penalty: 4930.962891
	Iteration 19Q: 3 clusters Score -3246326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3246362.000000 Penalty: 4930.962891
	Iteration 20F: 3 clusters Score -3246362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3246386.000000 Penalty: 4930.962891
	Iteration 21Q: 3 clusters Score -3246386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3246423.000000 Penalty: 4930.962891
	Iteration 22Q: 3 clusters Score -3246423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3246433.500000 Penalty: 4930.962891
	Iteration 23Q: 3 clusters Score -3246434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3246447.750000 Penalty: 4930.962891
	Iteration 24Q: 3 clusters Score -3246448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3246472.000000 Penalty: 4930.962891
	Iteration 25Q: 3 clusters Score -3246472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3246481.500000 Penalty: 4930.962891
	Iteration 26Q: 3 clusters Score -3246482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3246480.250000 Penalty: 4930.962891
	Iteration 27Q: 3 clusters Score -3246480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3246487.000000 Penalty: 4930.962891
	Iteration 28Q: 3 clusters Score -3246487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3246493.500000 Penalty: 4930.962891
	Iteration 29Q: 3 clusters Score -3246494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3246497.500000 Penalty: 4930.962891
	Iteration 30Q: 3 clusters Score -3246498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3246511.000000 Penalty: 4930.962891
	Iteration 31Q: 3 clusters Score -3246511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3246513.500000 Penalty: 4930.962891
	Iteration 32Q: 3 clusters Score -3246514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3246516.750000 Penalty: 4930.962891
	Iteration 33Q: 3 clusters Score -3246517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3246518.250000 Penalty: 4930.962891
	Iteration 34Q: 3 clusters Score -3246518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3246520.250000 Penalty: 4930.962891
	Iteration 35Q: 3 clusters Score -3246520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3246522.000000 Penalty: 4930.962891
	Iteration 36Q: 3 clusters Score -3246522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3246522.000000 Penalty: 4930.962891
	Iteration 37Q: 3 clusters Score -3246522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3246524.000000 Penalty: 4930.962891
	Iteration 38Q: 3 clusters Score -3246524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3246523.250000 Penalty: 4930.962891
	Iteration 39Q: 3 clusters Score -3246523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3246526.500000 Penalty: 4930.962891
	Iteration 40F: 3 clusters Score -3246526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3246526.000000 Penalty: 4930.962891
	Iteration 41Q: 3 clusters Score -3246526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3246528.250000 Penalty: 4930.962891
	Iteration 42Q: 3 clusters Score -3246528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3246531.000000 Penalty: 4930.962891
	Iteration 43Q: 3 clusters Score -3246531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3246528.750000 Penalty: 4930.962891
	Iteration 44Q: 3 clusters Score -3246529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3246535.250000 Penalty: 4930.962891
	Iteration 45Q: 3 clusters Score -3246535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3246536.250000 Penalty: 4930.962891
	Iteration 46Q: 3 clusters Score -3246536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3246535.750000 Penalty: 4930.962891
	Iteration 47Q: 3 clusters Score -3246536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3246535.000000 Penalty: 4930.962891
	Iteration 48Q: 3 clusters Score -3246535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3246538.000000 Penalty: 4930.962891
	Iteration 49Q: 3 clusters Score -3246538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3246539.250000 Penalty: 4930.962891
	Iteration 50Q: 3 clusters Score -3246539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3246538.750000 Penalty: 4930.962891
	Iteration 51Q: 3 clusters Score -3246539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3246540.500000 Penalty: 4930.962891
	Iteration 52Q: 3 clusters Score -3246540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3246540.750000 Penalty: 4930.962891
	Iteration 53Q: 3 clusters Score -3246541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3246540.750000 Penalty: 4930.962891
	Iteration 54F: 3 clusters Score -3246541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -62284.136719 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -62284.14 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 236 members 
Entering Unmasked Estep 
Score: -60863.617188 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -60863.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61151.503906 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -61151.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61381.449219 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -61381.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61489.421875 Penalty: 3034.576172
	Iteration 3Q: 3 clusters Score -61489.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61537.656250 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -61537.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61599.433594 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -61599.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61667.476562 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -61667.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61721.878906 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -61721.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61731.019531 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -61731.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61737.449219 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -61737.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61768.093750 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -61768.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61793.429688 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -61793.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61798.160156 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -61798.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61798.160156 Penalty: 3034.576172
	Iteration 13F: 3 clusters Score -61798.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -1022375.625000 Penalty: 2190.843262
	Iteration 0F: 2 clusters Score -1022376 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 3408 members 
Entering Unmasked Estep 
Score: -1016688.125000 Penalty: 4381.686523
	Iteration 0F: 3 clusters Score -1016688 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1018210 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1018472 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1018654 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1018797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1018909 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1019000 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1019084 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1019149 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1019206.187500 Penalty: 4381.686523
	Iteration 9Q: 3 clusters Score -1019206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1019268 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1019332.875000 Penalty: 4381.686523
	Iteration 11Q: 3 clusters Score -1019333 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1019391.937500 Penalty: 4381.686523
	Iteration 12Q: 3 clusters Score -1019392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1019455.812500 Penalty: 4381.686523
	Iteration 13Q: 3 clusters Score -1019456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1019511.125000 Penalty: 4381.686523
	Iteration 14Q: 3 clusters Score -1019511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1019562.500000 Penalty: 4381.686523
	Iteration 15Q: 3 clusters Score -1019562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1019612.375000 Penalty: 4381.686523
	Iteration 16Q: 3 clusters Score -1019612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1019658.062500 Penalty: 4381.686523
	Iteration 17Q: 3 clusters Score -1019658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1019694.375000 Penalty: 4381.686523
	Iteration 18Q: 3 clusters Score -1019694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1019726.562500 Penalty: 4381.686523
	Iteration 19Q: 3 clusters Score -1019727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1019750.562500 Penalty: 4381.686523
	Iteration 20F: 3 clusters Score -1019751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1019775.687500 Penalty: 4381.686523
	Iteration 21Q: 3 clusters Score -1019776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1019802.312500 Penalty: 4381.686523
	Iteration 22Q: 3 clusters Score -1019802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1019820.000000 Penalty: 4381.686523
	Iteration 23Q: 3 clusters Score -1019820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1019837.125000 Penalty: 4381.686523
	Iteration 24Q: 3 clusters Score -1019837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1019851.625000 Penalty: 4381.686523
	Iteration 25Q: 3 clusters Score -1019852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1019872.937500 Penalty: 4381.686523
	Iteration 26Q: 3 clusters Score -1019873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1019894.062500 Penalty: 4381.686523
	Iteration 27Q: 3 clusters Score -1019894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1019915.250000 Penalty: 4381.686523
	Iteration 28Q: 3 clusters Score -1019915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1019937.937500 Penalty: 4381.686523
	Iteration 29Q: 3 clusters Score -1019938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1019958.062500 Penalty: 4381.686523
	Iteration 30Q: 3 clusters Score -1019958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1019974.562500 Penalty: 4381.686523
	Iteration 31Q: 3 clusters Score -1019975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1019987.937500 Penalty: 4381.686523
	Iteration 32Q: 3 clusters Score -1019988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1020000.812500 Penalty: 4381.686523
	Iteration 33Q: 3 clusters Score -1020001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1020018.312500 Penalty: 4381.686523
	Iteration 34Q: 3 clusters Score -1020018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1020032.437500 Penalty: 4381.686523
	Iteration 35Q: 3 clusters Score -1020032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1020047.125000 Penalty: 4381.686523
	Iteration 36Q: 3 clusters Score -1020047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1020059.125000 Penalty: 4381.686523
	Iteration 37Q: 3 clusters Score -1020059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1020071.750000 Penalty: 4381.686523
	Iteration 38Q: 3 clusters Score -1020072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1020083.062500 Penalty: 4381.686523
	Iteration 39Q: 3 clusters Score -1020083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1020089.375000 Penalty: 4381.686523
	Iteration 40F: 3 clusters Score -1020089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1020100.375000 Penalty: 4381.686523
	Iteration 41Q: 3 clusters Score -1020100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1020111.875000 Penalty: 4381.686523
	Iteration 42Q: 3 clusters Score -1020112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1020122.000000 Penalty: 4381.686523
	Iteration 43Q: 3 clusters Score -1020122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1020129.062500 Penalty: 4381.686523
	Iteration 44Q: 3 clusters Score -1020129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1020132.312500 Penalty: 4381.686523
	Iteration 45Q: 3 clusters Score -1020132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1020137.812500 Penalty: 4381.686523
	Iteration 46Q: 3 clusters Score -1020138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1020150.250000 Penalty: 4381.686523
	Iteration 47Q: 3 clusters Score -1020150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1020157.250000 Penalty: 4381.686523
	Iteration 48Q: 3 clusters Score -1020157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1020162.625000 Penalty: 4381.686523
	Iteration 49Q: 3 clusters Score -1020163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1020167.000000 Penalty: 4381.686523
	Iteration 50Q: 3 clusters Score -1020167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1020177.250000 Penalty: 4381.686523
	Iteration 51Q: 3 clusters Score -1020177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1020186.562500 Penalty: 4381.686523
	Iteration 52Q: 3 clusters Score -1020187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1020196.500000 Penalty: 4381.686523
	Iteration 53Q: 3 clusters Score -1020196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1020205.125000 Penalty: 4381.686523
	Iteration 54Q: 3 clusters Score -1020205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1020216.125000 Penalty: 4381.686523
	Iteration 55Q: 3 clusters Score -1020216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1020223.437500 Penalty: 4381.686523
	Iteration 56Q: 3 clusters Score -1020223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1020233.187500 Penalty: 4381.686523
	Iteration 57Q: 3 clusters Score -1020233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1020244.500000 Penalty: 4381.686523
	Iteration 58Q: 3 clusters Score -1020244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1020251.187500 Penalty: 4381.686523
	Iteration 59Q: 3 clusters Score -1020251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1020261.875000 Penalty: 4381.686523
	Iteration 60F: 3 clusters Score -1020262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1020273.687500 Penalty: 4381.686523
	Iteration 61Q: 3 clusters Score -1020274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1020283.375000 Penalty: 4381.686523
	Iteration 62Q: 3 clusters Score -1020283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1020294.375000 Penalty: 4381.686523
	Iteration 63Q: 3 clusters Score -1020294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1020299.875000 Penalty: 4381.686523
	Iteration 64Q: 3 clusters Score -1020300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1020308.562500 Penalty: 4381.686523
	Iteration 65Q: 3 clusters Score -1020309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1020316.750000 Penalty: 4381.686523
	Iteration 66Q: 3 clusters Score -1020317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1020326.187500 Penalty: 4381.686523
	Iteration 67Q: 3 clusters Score -1020326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1020336.437500 Penalty: 4381.686523
	Iteration 68Q: 3 clusters Score -1020336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1020346.062500 Penalty: 4381.686523
	Iteration 69Q: 3 clusters Score -1020346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1020355.000000 Penalty: 4381.686523
	Iteration 70Q: 3 clusters Score -1020355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1020360.312500 Penalty: 4381.686523
	Iteration 71Q: 3 clusters Score -1020360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1020369.812500 Penalty: 4381.686523
	Iteration 72Q: 3 clusters Score -1020370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1020380.750000 Penalty: 4381.686523
	Iteration 73Q: 3 clusters Score -1020381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1020387.250000 Penalty: 4381.686523
	Iteration 74Q: 3 clusters Score -1020387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1020393.937500 Penalty: 4381.686523
	Iteration 75Q: 3 clusters Score -1020394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1020403.562500 Penalty: 4381.686523
	Iteration 76Q: 3 clusters Score -1020404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1020408.187500 Penalty: 4381.686523
	Iteration 77Q: 3 clusters Score -1020408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1020413.125000 Penalty: 4381.686523
	Iteration 78Q: 3 clusters Score -1020413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1020420.500000 Penalty: 4381.686523
	Iteration 79Q: 3 clusters Score -1020420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1020424.437500 Penalty: 4381.686523
	Iteration 80F: 3 clusters Score -1020424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1020425.250000 Penalty: 4381.686523
	Iteration 81Q: 3 clusters Score -1020425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1020424.937500 Penalty: 4381.686523
	Iteration 82Q: 3 clusters Score -1020425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1020426.125000 Penalty: 4381.686523
	Iteration 83Q: 3 clusters Score -1020426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1020425.937500 Penalty: 4381.686523
	Iteration 84Q: 3 clusters Score -1020426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1020427.375000 Penalty: 4381.686523
	Iteration 85Q: 3 clusters Score -1020427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1020427.625000 Penalty: 4381.686523
	Iteration 86Q: 3 clusters Score -1020428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1020427.625000 Penalty: 4381.686523
	Iteration 87F: 3 clusters Score -1020428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -229262.468750 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -229262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226972.593750 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -226972.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -227371.437500 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -227371.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227494.546875 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -227494.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -227582.250000 Penalty: 3654.070068
	Iteration 3Q: 3 clusters Score -227582.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -227642.109375 Penalty: 3654.070068
	Iteration 4Q: 3 clusters Score -227642.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227681.359375 Penalty: 3654.070068
	Iteration 5Q: 3 clusters Score -227681.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227717.234375 Penalty: 3654.070068
	Iteration 6Q: 3 clusters Score -227717.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -227758.578125 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -227758.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -227811.203125 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -227811.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -227877.484375 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -227877.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -227945.625000 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -227945.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -228045.109375 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -228045.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -228129.437500 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -228129.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -228191.781250 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -228191.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -228252.093750 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -228252.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -228309.921875 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -228309.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228347.093750 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -228347.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228360.968750 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -228361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228367.906250 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -228367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228374.781250 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -228374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -228398.828125 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -228398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228412.656250 Penalty: 3654.070068
	Iteration 21Q: 3 clusters Score -228412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -228414.250000 Penalty: 3654.070068
	Iteration 22Q: 3 clusters Score -228414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228416.000000 Penalty: 3654.070068
	Iteration 23Q: 3 clusters Score -228416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228418.546875 Penalty: 3654.070068
	Iteration 24Q: 3 clusters Score -228418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228420.296875 Penalty: 3654.070068
	Iteration 25Q: 3 clusters Score -228420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -228420.296875 Penalty: 3654.070068
	Iteration 26F: 3 clusters Score -228420.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -993348.562500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -993348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -987895.375000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -987895.4 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -989279.625000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -989279.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -989545.750000 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -989545.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -989745.562500 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -989745.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -989928.500000 Penalty: 4356.944824
	Iteration 4Q: 3 clusters Score -989928.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -990130.125000 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -990130.1 nChanged 313
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: -990379.000000 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -990379 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -990700.312500 Penalty: 4356.944824
	Iteration 7F: 3 clusters Score -990700.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -991065.562500 Penalty: 4356.944824
	Iteration 8F: 3 clusters Score -991065.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -991375.687500 Penalty: 4356.944824
	Iteration 9F: 3 clusters Score -991375.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -991599.187500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -991599.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -991776.875000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -991776.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -991873.875000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -991873.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -991937.500000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -991937.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -991978.687500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -991978.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -992002.562500 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -992002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -992018.125000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -992018.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -992030.875000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -992030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -992041.000000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -992041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -992050.000000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -992050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -992059.937500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -992059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -992064.000000 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -992064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -992072.312500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -992072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -992075.812500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -992075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -992079.562500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -992079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -992087.875000 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -992087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -992092.000000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -992092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -992095.875000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -992095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -992101.875000 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -992101.9 nChanged 6
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: -992104.062500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -992104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -992108.062500 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -992108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -992109.812500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -992109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -992109.812500 Penalty: 4356.944824
	Iteration 32F: 3 clusters Score -992109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134278.703125 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134278.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -134539.234375 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134539.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134593.687500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134593.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134620.984375 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134633.781250 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134649.390625 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134659.875000 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134664.375000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134672.531250 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -134672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134678.062500 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -134678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -134684.640625 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -134684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134690.359375 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -134690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134695.375000 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -134695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134701.046875 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -134701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134701.046875 Penalty: 3371.778320
	Iteration 14F: 3 clusters Score -134701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1169365.750000 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -1169366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1163114.125000 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -1163114 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1164838.125000 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -1164838 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1165140.750000 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -1165141 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1165351.500000 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -1165352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1165573.500000 Penalty: 4444.901367
	Iteration 4Q: 3 clusters Score -1165574 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1165814.750000 Penalty: 4444.901367
	Iteration 5Q: 3 clusters Score -1165815 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1166106.375000 Penalty: 4444.901367
	Iteration 6F: 3 clusters Score -1166106 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1166406.500000 Penalty: 4444.901367
	Iteration 7Q: 3 clusters Score -1166406 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1166727.375000 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -1166727 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1167025.250000 Penalty: 4444.901367
	Iteration 9F: 3 clusters Score -1167025 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1167259.375000 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -1167259 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1167441.750000 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -1167442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1167594.250000 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -1167594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1167705.375000 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -1167705 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1167782.625000 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -1167783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1167849.250000 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -1167849 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1167918.000000 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -1167918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1167967.125000 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -1167967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1168005.250000 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -1168005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1168027.500000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -1168028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1168035.000000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -1168035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1168053.500000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -1168054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1168066.625000 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -1168067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1168079.875000 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -1168080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1168086.000000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -1168086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1168100.500000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -1168100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1168111.625000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -1168112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1168119.500000 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -1168120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1168127.250000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -1168127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1168133.750000 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -1168134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1168139.125000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -1168139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1168143.375000 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -1168143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1168147.875000 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -1168148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1168150.750000 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -1168151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1168148.625000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -1168149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1168151.125000 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -1168151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1168152.625000 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -1168153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1168153.750000 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -1168154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1168154.000000 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -1168154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1168153.750000 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -1168154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1168154.250000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -1168154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1168154.500000 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -1168154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1168154.500000 Penalty: 4444.901367
	Iteration 42Q: 3 clusters Score -1168154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1168156.125000 Penalty: 4444.901367
	Iteration 43Q: 3 clusters Score -1168156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1168156.125000 Penalty: 4444.901367
	Iteration 44F: 3 clusters Score -1168156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -1089201.750000 Penalty: 2202.212891
	Iteration 0F: 2 clusters Score -1089202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1083331.875000 Penalty: 4404.425781
	Iteration 0F: 3 clusters Score -1083332 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1084950.625000 Penalty: 4404.425781
	Iteration 1F: 3 clusters Score -1084951 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1085441.375000 Penalty: 4404.425781
	Iteration 2F: 3 clusters Score -1085441 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1085871.125000 Penalty: 4404.425781
	Iteration 3F: 3 clusters Score -1085871 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1086255.250000 Penalty: 4404.425781
	Iteration 4F: 3 clusters Score -1086255 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1086536.500000 Penalty: 4404.425781
	Iteration 5F: 3 clusters Score -1086536 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1086750.625000 Penalty: 4404.425781
	Iteration 6Q: 3 clusters Score -1086751 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1086894.750000 Penalty: 4404.425781
	Iteration 7Q: 3 clusters Score -1086895 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1086990.125000 Penalty: 4404.425781
	Iteration 8Q: 3 clusters Score -1086990 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1087059.500000 Penalty: 4404.425781
	Iteration 9Q: 3 clusters Score -1087060 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1087092.000000 Penalty: 4404.425781
	Iteration 10Q: 3 clusters Score -1087092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1087116.250000 Penalty: 4404.425781
	Iteration 11Q: 3 clusters Score -1087116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1087128.375000 Penalty: 4404.425781
	Iteration 12Q: 3 clusters Score -1087128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1087137.875000 Penalty: 4404.425781
	Iteration 13Q: 3 clusters Score -1087138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1087145.250000 Penalty: 4404.425781
	Iteration 14Q: 3 clusters Score -1087145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1087152.250000 Penalty: 4404.425781
	Iteration 15Q: 3 clusters Score -1087152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1087156.250000 Penalty: 4404.425781
	Iteration 16Q: 3 clusters Score -1087156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1087160.250000 Penalty: 4404.425781
	Iteration 17Q: 3 clusters Score -1087160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1087162.625000 Penalty: 4404.425781
	Iteration 18Q: 3 clusters Score -1087163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1087169.125000 Penalty: 4404.425781
	Iteration 19Q: 3 clusters Score -1087169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1087168.500000 Penalty: 4404.425781
	Iteration 20F: 3 clusters Score -1087168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1087172.875000 Penalty: 4404.425781
	Iteration 21Q: 3 clusters Score -1087173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1087171.000000 Penalty: 4404.425781
	Iteration 22Q: 3 clusters Score -1087171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1087175.875000 Penalty: 4404.425781
	Iteration 23Q: 3 clusters Score -1087176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1087174.875000 Penalty: 4404.425781
	Iteration 24Q: 3 clusters Score -1087175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1087174.875000 Penalty: 4404.425781
	Iteration 25Q: 3 clusters Score -1087175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1087174.375000 Penalty: 4404.425781
	Iteration 26Q: 3 clusters Score -1087174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1087176.750000 Penalty: 4404.425781
	Iteration 27Q: 3 clusters Score -1087177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1087178.625000 Penalty: 4404.425781
	Iteration 28Q: 3 clusters Score -1087179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1087178.500000 Penalty: 4404.425781
	Iteration 29Q: 3 clusters Score -1087178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1087180.875000 Penalty: 4404.425781
	Iteration 30Q: 3 clusters Score -1087181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1087180.500000 Penalty: 4404.425781
	Iteration 31Q: 3 clusters Score -1087180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1087180.500000 Penalty: 4404.425781
	Iteration 32F: 3 clusters Score -1087180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Entering Unmasked Estep 
Score: -3843790.250000 Penalty: 2521.902588
	Iteration 0F: 2 clusters Score -3843790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3825970.250000 Penalty: 5043.805176
	Iteration 0F: 3 clusters Score -3825970 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3832866.500000 Penalty: 5043.805176
	Iteration 1F: 3 clusters Score -3832866 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3834140.250000 Penalty: 5043.805176
	Iteration 2F: 3 clusters Score -3834140 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3835456.750000 Penalty: 5043.805176
	Iteration 3F: 3 clusters Score -3835457 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3836651.000000 Penalty: 5043.805176
	Iteration 4F: 3 clusters Score -3836651 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3837709.750000 Penalty: 5043.805176
	Iteration 5F: 3 clusters Score -3837710 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3838563.000000 Penalty: 5043.805176
	Iteration 6F: 3 clusters Score -3838563 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3839299.500000 Penalty: 5043.805176
	Iteration 7Q: 3 clusters Score -3839300 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3839843.000000 Penalty: 5043.805176
	Iteration 8Q: 3 clusters Score -3839843 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3840245.500000 Penalty: 5043.805176
	Iteration 9Q: 3 clusters Score -3840246 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3840533.250000 Penalty: 5043.805176
	Iteration 10Q: 3 clusters Score -3840533 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3840724.000000 Penalty: 5043.805176
	Iteration 11Q: 3 clusters Score -3840724 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3840832.500000 Penalty: 5043.805176
	Iteration 12Q: 3 clusters Score -3840832 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3840939.000000 Penalty: 5043.805176
	Iteration 13Q: 3 clusters Score -3840939 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3840987.000000 Penalty: 5043.805176
	Iteration 14Q: 3 clusters Score -3840987 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3841054.250000 Penalty: 5043.805176
	Iteration 15Q: 3 clusters Score -3841054 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3841090.250000 Penalty: 5043.805176
	Iteration 16Q: 3 clusters Score -3841090 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3841134.500000 Penalty: 5043.805176
	Iteration 17Q: 3 clusters Score -3841134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3841185.500000 Penalty: 5043.805176
	Iteration 18Q: 3 clusters Score -3841186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3841244.750000 Penalty: 5043.805176
	Iteration 19Q: 3 clusters Score -3841245 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3841286.750000 Penalty: 5043.805176
	Iteration 20F: 3 clusters Score -3841287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3841348.750000 Penalty: 5043.805176
	Iteration 21Q: 3 clusters Score -3841349 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3841399.000000 Penalty: 5043.805176
	Iteration 22Q: 3 clusters Score -3841399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3841444.750000 Penalty: 5043.805176
	Iteration 23Q: 3 clusters Score -3841445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3841494.000000 Penalty: 5043.805176
	Iteration 24Q: 3 clusters Score -3841494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3841562.250000 Penalty: 5043.805176
	Iteration 25Q: 3 clusters Score -3841562 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3841618.750000 Penalty: 5043.805176
	Iteration 26Q: 3 clusters Score -3841619 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3841670.000000 Penalty: 5043.805176
	Iteration 27Q: 3 clusters Score -3841670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3841712.250000 Penalty: 5043.805176
	Iteration 28Q: 3 clusters Score -3841712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3841757.500000 Penalty: 5043.805176
	Iteration 29Q: 3 clusters Score -3841758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3841796.750000 Penalty: 5043.805176
	Iteration 30Q: 3 clusters Score -3841797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3841832.250000 Penalty: 5043.805176
	Iteration 31Q: 3 clusters Score -3841832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3841880.500000 Penalty: 5043.805176
	Iteration 32Q: 3 clusters Score -3841880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3841920.500000 Penalty: 5043.805176
	Iteration 33Q: 3 clusters Score -3841920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3841946.000000 Penalty: 5043.805176
	Iteration 34Q: 3 clusters Score -3841946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3841959.750000 Penalty: 5043.805176
	Iteration 35Q: 3 clusters Score -3841960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3841988.000000 Penalty: 5043.805176
	Iteration 36Q: 3 clusters Score -3841988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3842014.750000 Penalty: 5043.805176
	Iteration 37Q: 3 clusters Score -3842015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3842034.500000 Penalty: 5043.805176
	Iteration 38Q: 3 clusters Score -3842034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3842066.250000 Penalty: 5043.805176
	Iteration 39Q: 3 clusters Score -3842066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3842077.000000 Penalty: 5043.805176
	Iteration 40F: 3 clusters Score -3842077 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3842098.250000 Penalty: 5043.805176
	Iteration 41Q: 3 clusters Score -3842098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3842109.000000 Penalty: 5043.805176
	Iteration 42Q: 3 clusters Score -3842109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3842122.500000 Penalty: 5043.805176
	Iteration 43Q: 3 clusters Score -3842122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3842145.000000 Penalty: 5043.805176
	Iteration 44Q: 3 clusters Score -3842145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3842176.250000 Penalty: 5043.805176
	Iteration 45Q: 3 clusters Score -3842176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3842199.000000 Penalty: 5043.805176
	Iteration 46Q: 3 clusters Score -3842199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3842209.000000 Penalty: 5043.805176
	Iteration 47Q: 3 clusters Score -3842209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3842227.750000 Penalty: 5043.805176
	Iteration 48Q: 3 clusters Score -3842228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3842258.750000 Penalty: 5043.805176
	Iteration 49Q: 3 clusters Score -3842259 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3842283.500000 Penalty: 5043.805176
	Iteration 50Q: 3 clusters Score -3842284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3842316.500000 Penalty: 5043.805176
	Iteration 51Q: 3 clusters Score -3842316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3842329.250000 Penalty: 5043.805176
	Iteration 52Q: 3 clusters Score -3842329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3842355.250000 Penalty: 5043.805176
	Iteration 53Q: 3 clusters Score -3842355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3842364.750000 Penalty: 5043.805176
	Iteration 54Q: 3 clusters Score -3842365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3842385.000000 Penalty: 5043.805176
	Iteration 55Q: 3 clusters Score -3842385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3842397.500000 Penalty: 5043.805176
	Iteration 56Q: 3 clusters Score -3842398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3842416.250000 Penalty: 5043.805176
	Iteration 57Q: 3 clusters Score -3842416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3842426.250000 Penalty: 5043.805176
	Iteration 58Q: 3 clusters Score -3842426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3842441.250000 Penalty: 5043.805176
	Iteration 59Q: 3 clusters Score -3842441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3842454.500000 Penalty: 5043.805176
	Iteration 60F: 3 clusters Score -3842454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3842474.000000 Penalty: 5043.805176
	Iteration 61Q: 3 clusters Score -3842474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3842489.500000 Penalty: 5043.805176
	Iteration 62Q: 3 clusters Score -3842490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3842503.750000 Penalty: 5043.805176
	Iteration 63Q: 3 clusters Score -3842504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3842525.500000 Penalty: 5043.805176
	Iteration 64Q: 3 clusters Score -3842526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3842546.750000 Penalty: 5043.805176
	Iteration 65Q: 3 clusters Score -3842547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3842562.000000 Penalty: 5043.805176
	Iteration 66Q: 3 clusters Score -3842562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3842574.000000 Penalty: 5043.805176
	Iteration 67Q: 3 clusters Score -3842574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3842610.250000 Penalty: 5043.805176
	Iteration 68Q: 3 clusters Score -3842610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3842643.750000 Penalty: 5043.805176
	Iteration 69Q: 3 clusters Score -3842644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3842658.250000 Penalty: 5043.805176
	Iteration 70Q: 3 clusters Score -3842658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3842674.250000 Penalty: 5043.805176
	Iteration 71Q: 3 clusters Score -3842674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3842673.000000 Penalty: 5043.805176
	Iteration 72Q: 3 clusters Score -3842673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3842696.250000 Penalty: 5043.805176
	Iteration 73Q: 3 clusters Score -3842696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3842726.250000 Penalty: 5043.805176
	Iteration 74Q: 3 clusters Score -3842726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3842741.750000 Penalty: 5043.805176
	Iteration 75Q: 3 clusters Score -3842742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3842757.000000 Penalty: 5043.805176
	Iteration 76Q: 3 clusters Score -3842757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3842766.250000 Penalty: 5043.805176
	Iteration 77Q: 3 clusters Score -3842766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3842787.750000 Penalty: 5043.805176
	Iteration 78Q: 3 clusters Score -3842788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3842815.250000 Penalty: 5043.805176
	Iteration 79Q: 3 clusters Score -3842815 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3842842.000000 Penalty: 5043.805176
	Iteration 80F: 3 clusters Score -3842842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3842848.000000 Penalty: 5043.805176
	Iteration 81Q: 3 clusters Score -3842848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3842880.250000 Penalty: 5043.805176
	Iteration 82Q: 3 clusters Score -3842880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3842906.000000 Penalty: 5043.805176
	Iteration 83Q: 3 clusters Score -3842906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3842930.000000 Penalty: 5043.805176
	Iteration 84Q: 3 clusters Score -3842930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3842956.000000 Penalty: 5043.805176
	Iteration 85Q: 3 clusters Score -3842956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3842986.750000 Penalty: 5043.805176
	Iteration 86Q: 3 clusters Score -3842987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3843010.750000 Penalty: 5043.805176
	Iteration 87Q: 3 clusters Score -3843011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3843049.250000 Penalty: 5043.805176
	Iteration 88Q: 3 clusters Score -3843049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3843083.500000 Penalty: 5043.805176
	Iteration 89Q: 3 clusters Score -3843084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3843136.000000 Penalty: 5043.805176
	Iteration 90Q: 3 clusters Score -3843136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3843182.500000 Penalty: 5043.805176
	Iteration 91Q: 3 clusters Score -3843182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3843197.250000 Penalty: 5043.805176
	Iteration 92Q: 3 clusters Score -3843197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3843231.000000 Penalty: 5043.805176
	Iteration 93Q: 3 clusters Score -3843231 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3843257.250000 Penalty: 5043.805176
	Iteration 94Q: 3 clusters Score -3843257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3843274.750000 Penalty: 5043.805176
	Iteration 95Q: 3 clusters Score -3843275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3843306.000000 Penalty: 5043.805176
	Iteration 96Q: 3 clusters Score -3843306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3843322.250000 Penalty: 5043.805176
	Iteration 97Q: 3 clusters Score -3843322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3843340.250000 Penalty: 5043.805176
	Iteration 98Q: 3 clusters Score -3843340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3843362.500000 Penalty: 5043.805176
	Iteration 99Q: 3 clusters Score -3843362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3843364.250000 Penalty: 5043.805176
	Iteration 100F: 3 clusters Score -3843364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3843375.500000 Penalty: 5043.805176
	Iteration 101Q: 3 clusters Score -3843376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3843387.000000 Penalty: 5043.805176
	Iteration 102Q: 3 clusters Score -3843387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3843392.750000 Penalty: 5043.805176
	Iteration 103Q: 3 clusters Score -3843393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3843393.750000 Penalty: 5043.805176
	Iteration 104Q: 3 clusters Score -3843394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3843403.500000 Penalty: 5043.805176
	Iteration 105Q: 3 clusters Score -3843404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3843405.500000 Penalty: 5043.805176
	Iteration 106Q: 3 clusters Score -3843406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3843406.250000 Penalty: 5043.805176
	Iteration 107Q: 3 clusters Score -3843406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3843404.250000 Penalty: 5043.805176
	Iteration 108Q: 3 clusters Score -3843404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3843401.250000 Penalty: 5043.805176
	Iteration 109Q: 3 clusters Score -3843401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3843399.750000 Penalty: 5043.805176
	Iteration 110Q: 3 clusters Score -3843400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3843398.250000 Penalty: 5043.805176
	Iteration 111Q: 3 clusters Score -3843398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3843401.000000 Penalty: 5043.805176
	Iteration 112Q: 3 clusters Score -3843401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3843403.500000 Penalty: 5043.805176
	Iteration 113Q: 3 clusters Score -3843404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3843405.000000 Penalty: 5043.805176
	Iteration 114Q: 3 clusters Score -3843405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3843407.750000 Penalty: 5043.805176
	Iteration 115Q: 3 clusters Score -3843408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3843407.000000 Penalty: 5043.805176
	Iteration 116Q: 3 clusters Score -3843407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3843408.500000 Penalty: 5043.805176
	Iteration 117Q: 3 clusters Score -3843408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3843410.750000 Penalty: 5043.805176
	Iteration 118Q: 3 clusters Score -3843411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3843410.750000 Penalty: 5043.805176
	Iteration 119F: 3 clusters Score -3843411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -332280.843750 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -332280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -329534.718750 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -329534.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330048.531250 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -330048.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330199.437500 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -330199.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -330273.281250 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -330273.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330320.812500 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -330320.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -330361.656250 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -330361.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -330394.718750 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -330394.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -330420.312500 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -330420.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -330436.031250 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -330436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -330445.500000 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -330445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -330451.593750 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -330451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330461.125000 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -330461.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -330469.250000 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -330469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -330476.031250 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -330476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -330482.562500 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -330482.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330490.250000 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -330490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -330495.500000 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -330495.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330501.031250 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -330501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330502.000000 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -330502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330502.093750 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -330502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330502.093750 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -330502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -1096743.875000 Penalty: 2204.616699
	Iteration 0F: 2 clusters Score -1096744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1090902.750000 Penalty: 4409.233398
	Iteration 0F: 3 clusters Score -1090903 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1092531.375000 Penalty: 4409.233398
	Iteration 1F: 3 clusters Score -1092531 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1092875.125000 Penalty: 4409.233398
	Iteration 2F: 3 clusters Score -1092875 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1093194.375000 Penalty: 4409.233398
	Iteration 3F: 3 clusters Score -1093194 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1093493.250000 Penalty: 4409.233398
	Iteration 4F: 3 clusters Score -1093493 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1093758.125000 Penalty: 4409.233398
	Iteration 5Q: 3 clusters Score -1093758 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1094014.625000 Penalty: 4409.233398
	Iteration 6Q: 3 clusters Score -1094015 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1094280.500000 Penalty: 4409.233398
	Iteration 7Q: 3 clusters Score -1094280 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1094536.500000 Penalty: 4409.233398
	Iteration 8Q: 3 clusters Score -1094536 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1094758.625000 Penalty: 4409.233398
	Iteration 9Q: 3 clusters Score -1094759 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1094942.625000 Penalty: 4409.233398
	Iteration 10Q: 3 clusters Score -1094943 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1095115.500000 Penalty: 4409.233398
	Iteration 11Q: 3 clusters Score -1095116 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1095239.250000 Penalty: 4409.233398
	Iteration 12Q: 3 clusters Score -1095239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1095340.500000 Penalty: 4409.233398
	Iteration 13Q: 3 clusters Score -1095340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1095425.125000 Penalty: 4409.233398
	Iteration 14Q: 3 clusters Score -1095425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1095489.375000 Penalty: 4409.233398
	Iteration 15Q: 3 clusters Score -1095489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1095527.375000 Penalty: 4409.233398
	Iteration 16Q: 3 clusters Score -1095527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1095550.125000 Penalty: 4409.233398
	Iteration 17Q: 3 clusters Score -1095550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1095569.125000 Penalty: 4409.233398
	Iteration 18Q: 3 clusters Score -1095569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1095586.250000 Penalty: 4409.233398
	Iteration 19Q: 3 clusters Score -1095586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1095596.250000 Penalty: 4409.233398
	Iteration 20F: 3 clusters Score -1095596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1095607.500000 Penalty: 4409.233398
	Iteration 21Q: 3 clusters Score -1095608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1095610.500000 Penalty: 4409.233398
	Iteration 22Q: 3 clusters Score -1095610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1095614.750000 Penalty: 4409.233398
	Iteration 23Q: 3 clusters Score -1095615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1095617.500000 Penalty: 4409.233398
	Iteration 24Q: 3 clusters Score -1095618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1095621.000000 Penalty: 4409.233398
	Iteration 25Q: 3 clusters Score -1095621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1095625.250000 Penalty: 4409.233398
	Iteration 26Q: 3 clusters Score -1095625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1095630.375000 Penalty: 4409.233398
	Iteration 27Q: 3 clusters Score -1095630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1095629.875000 Penalty: 4409.233398
	Iteration 28Q: 3 clusters Score -1095630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1095631.750000 Penalty: 4409.233398
	Iteration 29Q: 3 clusters Score -1095632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1095633.000000 Penalty: 4409.233398
	Iteration 30Q: 3 clusters Score -1095633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1095634.875000 Penalty: 4409.233398
	Iteration 31Q: 3 clusters Score -1095635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1095634.000000 Penalty: 4409.233398
	Iteration 32Q: 3 clusters Score -1095634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1095633.250000 Penalty: 4409.233398
	Iteration 33Q: 3 clusters Score -1095633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1095632.375000 Penalty: 4409.233398
	Iteration 34Q: 3 clusters Score -1095632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1095634.625000 Penalty: 4409.233398
	Iteration 35Q: 3 clusters Score -1095635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1095634.125000 Penalty: 4409.233398
	Iteration 36Q: 3 clusters Score -1095634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1095634.125000 Penalty: 4409.233398
	Iteration 37F: 3 clusters Score -1095634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (85971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Entering Unmasked Estep 
Score: -13551677.000000 Penalty: 2817.717773
	Iteration 0F: 2 clusters Score -1.355168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -13498208.000000 Penalty: 5635.435547
	Iteration 0F: 3 clusters Score -1.349821e+07 nChanged 40463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -13521038.000000 Penalty: 5635.435547
	Iteration 1F: 3 clusters Score -1.352104e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -13522518.000000 Penalty: 5635.435547
	Iteration 2Q: 3 clusters Score -1.352252e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -13524712.000000 Penalty: 5635.435547
	Iteration 3F: 3 clusters Score -1.352471e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -13527799.000000 Penalty: 5635.435547
	Iteration 4F: 3 clusters Score -1.35278e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -13531518.000000 Penalty: 5635.435547
	Iteration 5F: 3 clusters Score -1.353152e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -13534712.000000 Penalty: 5635.435547
	Iteration 6F: 3 clusters Score -1.353471e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -13536909.000000 Penalty: 5635.435547
	Iteration 7F: 3 clusters Score -1.353691e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -13538328.000000 Penalty: 5635.435547
	Iteration 8Q: 3 clusters Score -1.353833e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -13539379.000000 Penalty: 5635.435547
	Iteration 9Q: 3 clusters Score -1.353938e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -13540241.000000 Penalty: 5635.435547
	Iteration 10Q: 3 clusters Score -1.354024e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -13541054.000000 Penalty: 5635.435547
	Iteration 11Q: 3 clusters Score -1.354105e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -13541773.000000 Penalty: 5635.435547
	Iteration 12Q: 3 clusters Score -1.354177e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -13542733.000000 Penalty: 5635.435547
	Iteration 13Q: 3 clusters Score -1.354273e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -13543812.000000 Penalty: 5635.435547
	Iteration 14Q: 3 clusters Score -1.354381e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -13544958.000000 Penalty: 5635.435547
	Iteration 15Q: 3 clusters Score -1.354496e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -13545994.000000 Penalty: 5635.435547
	Iteration 16Q: 3 clusters Score -1.354599e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13546997.000000 Penalty: 5635.435547
	Iteration 17Q: 3 clusters Score -1.3547e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -13547835.000000 Penalty: 5635.435547
	Iteration 18Q: 3 clusters Score -1.354784e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -13548472.000000 Penalty: 5635.435547
	Iteration 19Q: 3 clusters Score -1.354847e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13548758.000000 Penalty: 5635.435547
	Iteration 20F: 3 clusters Score -1.354876e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -13549030.000000 Penalty: 5635.435547
	Iteration 21Q: 3 clusters Score -1.354903e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13549193.000000 Penalty: 5635.435547
	Iteration 22Q: 3 clusters Score -1.354919e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13549250.000000 Penalty: 5635.435547
	Iteration 23Q: 3 clusters Score -1.354925e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13549326.000000 Penalty: 5635.435547
	Iteration 24Q: 3 clusters Score -1.354933e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13549338.000000 Penalty: 5635.435547
	Iteration 25Q: 3 clusters Score -1.354934e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13549376.000000 Penalty: 5635.435547
	Iteration 26Q: 3 clusters Score -1.354938e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13549406.000000 Penalty: 5635.435547
	Iteration 27Q: 3 clusters Score -1.354941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13549453.000000 Penalty: 5635.435547
	Iteration 28Q: 3 clusters Score -1.354945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13549463.000000 Penalty: 5635.435547
	Iteration 29Q: 3 clusters Score -1.354946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13549476.000000 Penalty: 5635.435547
	Iteration 30Q: 3 clusters Score -1.354948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13549491.000000 Penalty: 5635.435547
	Iteration 31Q: 3 clusters Score -1.354949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13549504.000000 Penalty: 5635.435547
	Iteration 32Q: 3 clusters Score -1.35495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13549522.000000 Penalty: 5635.435547
	Iteration 33Q: 3 clusters Score -1.354952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13549536.000000 Penalty: 5635.435547
	Iteration 34Q: 3 clusters Score -1.354954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13549534.000000 Penalty: 5635.435547
	Iteration 35Q: 3 clusters Score -1.354953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13549550.000000 Penalty: 5635.435547
	Iteration 36Q: 3 clusters Score -1.354955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13549556.000000 Penalty: 5635.435547
	Iteration 37Q: 3 clusters Score -1.354956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13549564.000000 Penalty: 5635.435547
	Iteration 38Q: 3 clusters Score -1.354956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13549577.000000 Penalty: 5635.435547
	Iteration 39Q: 3 clusters Score -1.354958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13549564.000000 Penalty: 5635.435547
	Iteration 40F: 3 clusters Score -1.354956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13549573.000000 Penalty: 5635.435547
	Iteration 41Q: 3 clusters Score -1.354957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13549571.000000 Penalty: 5635.435547
	Iteration 42Q: 3 clusters Score -1.354957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13549576.000000 Penalty: 5635.435547
	Iteration 43Q: 3 clusters Score -1.354958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13549582.000000 Penalty: 5635.435547
	Iteration 44Q: 3 clusters Score -1.354958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13549586.000000 Penalty: 5635.435547
	Iteration 45Q: 3 clusters Score -1.354959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13549583.000000 Penalty: 5635.435547
	Iteration 46Q: 3 clusters Score -1.354958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13549584.000000 Penalty: 5635.435547
	Iteration 47Q: 3 clusters Score -1.354958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13549590.000000 Penalty: 5635.435547
	Iteration 48Q: 3 clusters Score -1.354959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13549590.000000 Penalty: 5635.435547
	Iteration 49F: 3 clusters Score -1.354959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Entering Unmasked Estep 
Score: -2256623.250000 Penalty: 2374.026855
	Iteration 0F: 2 clusters Score -2256623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2246146.750000 Penalty: 4748.053711
	Iteration 0F: 3 clusters Score -2246147 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2249479.500000 Penalty: 4748.053711
	Iteration 1F: 3 clusters Score -2249480 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2249841.000000 Penalty: 4748.053711
	Iteration 2F: 3 clusters Score -2249841 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2250123.750000 Penalty: 4748.053711
	Iteration 3Q: 3 clusters Score -2250124 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2250401.000000 Penalty: 4748.053711
	Iteration 4Q: 3 clusters Score -2250401 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2250765.000000 Penalty: 4748.053711
	Iteration 5Q: 3 clusters Score -2250765 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2251306.000000 Penalty: 4748.053711
	Iteration 6F: 3 clusters Score -2251306 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2252011.500000 Penalty: 4748.053711
	Iteration 7F: 3 clusters Score -2252012 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2252731.750000 Penalty: 4748.053711
	Iteration 8F: 3 clusters Score -2252732 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2253396.500000 Penalty: 4748.053711
	Iteration 9F: 3 clusters Score -2253396 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2253857.750000 Penalty: 4748.053711
	Iteration 10Q: 3 clusters Score -2253858 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2254168.500000 Penalty: 4748.053711
	Iteration 11Q: 3 clusters Score -2254168 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2254362.500000 Penalty: 4748.053711
	Iteration 12Q: 3 clusters Score -2254362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2254492.250000 Penalty: 4748.053711
	Iteration 13Q: 3 clusters Score -2254492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2254570.250000 Penalty: 4748.053711
	Iteration 14Q: 3 clusters Score -2254570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2254638.250000 Penalty: 4748.053711
	Iteration 15Q: 3 clusters Score -2254638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2254679.500000 Penalty: 4748.053711
	Iteration 16Q: 3 clusters Score -2254680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2254717.750000 Penalty: 4748.053711
	Iteration 17Q: 3 clusters Score -2254718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2254744.000000 Penalty: 4748.053711
	Iteration 18Q: 3 clusters Score -2254744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2254761.500000 Penalty: 4748.053711
	Iteration 19Q: 3 clusters Score -2254762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2254771.750000 Penalty: 4748.053711
	Iteration 20F: 3 clusters Score -2254772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2254792.500000 Penalty: 4748.053711
	Iteration 21Q: 3 clusters Score -2254792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2254800.000000 Penalty: 4748.053711
	Iteration 22Q: 3 clusters Score -2254800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2254810.000000 Penalty: 4748.053711
	Iteration 23Q: 3 clusters Score -2254810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2254813.500000 Penalty: 4748.053711
	Iteration 24Q: 3 clusters Score -2254814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2254825.000000 Penalty: 4748.053711
	Iteration 25Q: 3 clusters Score -2254825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2254825.750000 Penalty: 4748.053711
	Iteration 26Q: 3 clusters Score -2254826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2254830.000000 Penalty: 4748.053711
	Iteration 27Q: 3 clusters Score -2254830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2254831.500000 Penalty: 4748.053711
	Iteration 28Q: 3 clusters Score -2254832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2254831.000000 Penalty: 4748.053711
	Iteration 29Q: 3 clusters Score -2254831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2254837.500000 Penalty: 4748.053711
	Iteration 30Q: 3 clusters Score -2254838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2254837.000000 Penalty: 4748.053711
	Iteration 31Q: 3 clusters Score -2254837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2254837.500000 Penalty: 4748.053711
	Iteration 32Q: 3 clusters Score -2254838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2254836.750000 Penalty: 4748.053711
	Iteration 33Q: 3 clusters Score -2254837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2254836.750000 Penalty: 4748.053711
	Iteration 34F: 3 clusters Score -2254837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1075738.375000 Penalty: 2204.958496
	Iteration 0F: 2 clusters Score -1075738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1069795.000000 Penalty: 4409.916992
	Iteration 0F: 3 clusters Score -1069795 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1071557.000000 Penalty: 4409.916992
	Iteration 1F: 3 clusters Score -1071557 nChanged 542
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: -1071889.125000 Penalty: 4409.916992
	Iteration 2F: 3 clusters Score -1071889 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1072166.500000 Penalty: 4409.916992
	Iteration 3F: 3 clusters Score -1072166 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1072433.250000 Penalty: 4409.916992
	Iteration 4F: 3 clusters Score -1072433 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1072671.250000 Penalty: 4409.916992
	Iteration 5F: 3 clusters Score -1072671 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1072863.125000 Penalty: 4409.916992
	Iteration 6Q: 3 clusters Score -1072863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1073008.875000 Penalty: 4409.916992
	Iteration 7Q: 3 clusters Score -1073009 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1073128.125000 Penalty: 4409.916992
	Iteration 8Q: 3 clusters Score -1073128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1073225.125000 Penalty: 4409.916992
	Iteration 9Q: 3 clusters Score -1073225 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1073302.000000 Penalty: 4409.916992
	Iteration 10Q: 3 clusters Score -1073302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1073368.500000 Penalty: 4409.916992
	Iteration 11Q: 3 clusters Score -1073368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1073418.000000 Penalty: 4409.916992
	Iteration 12Q: 3 clusters Score -1073418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1073462.625000 Penalty: 4409.916992
	Iteration 13Q: 3 clusters Score -1073463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1073489.000000 Penalty: 4409.916992
	Iteration 14Q: 3 clusters Score -1073489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1073511.625000 Penalty: 4409.916992
	Iteration 15Q: 3 clusters Score -1073512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1073528.875000 Penalty: 4409.916992
	Iteration 16Q: 3 clusters Score -1073529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1073543.375000 Penalty: 4409.916992
	Iteration 17Q: 3 clusters Score -1073543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1073559.500000 Penalty: 4409.916992
	Iteration 18Q: 3 clusters Score -1073560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1073573.000000 Penalty: 4409.916992
	Iteration 19Q: 3 clusters Score -1073573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1073581.250000 Penalty: 4409.916992
	Iteration 20F: 3 clusters Score -1073581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1073588.125000 Penalty: 4409.916992
	Iteration 21Q: 3 clusters Score -1073588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1073594.375000 Penalty: 4409.916992
	Iteration 22Q: 3 clusters Score -1073594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1073600.750000 Penalty: 4409.916992
	Iteration 23Q: 3 clusters Score -1073601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1073605.625000 Penalty: 4409.916992
	Iteration 24Q: 3 clusters Score -1073606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1073613.250000 Penalty: 4409.916992
	Iteration 25Q: 3 clusters Score -1073613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1073617.500000 Penalty: 4409.916992
	Iteration 26Q: 3 clusters Score -1073618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1073623.000000 Penalty: 4409.916992
	Iteration 27Q: 3 clusters Score -1073623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1073622.125000 Penalty: 4409.916992
	Iteration 28Q: 3 clusters Score -1073622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1073624.375000 Penalty: 4409.916992
	Iteration 29Q: 3 clusters Score -1073624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1073627.625000 Penalty: 4409.916992
	Iteration 30Q: 3 clusters Score -1073628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1073630.625000 Penalty: 4409.916992
	Iteration 31Q: 3 clusters Score -1073631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1073633.625000 Penalty: 4409.916992
	Iteration 32Q: 3 clusters Score -1073634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1073635.125000 Penalty: 4409.916992
	Iteration 33Q: 3 clusters Score -1073635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1073636.500000 Penalty: 4409.916992
	Iteration 34Q: 3 clusters Score -1073636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1073636.375000 Penalty: 4409.916992
	Iteration 35Q: 3 clusters Score -1073636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1073639.125000 Penalty: 4409.916992
	Iteration 36Q: 3 clusters Score -1073639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1073640.250000 Penalty: 4409.916992
	Iteration 37Q: 3 clusters Score -1073640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1073644.250000 Penalty: 4409.916992
	Iteration 38Q: 3 clusters Score -1073644 nChanged 13
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: -1073643.875000 Penalty: 4409.916992
	Iteration 39Q: 3 clusters Score -1073644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1073644.000000 Penalty: 4409.916992
	Iteration 40F: 3 clusters Score -1073644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1073645.500000 Penalty: 4409.916992
	Iteration 41Q: 3 clusters Score -1073646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1073646.875000 Penalty: 4409.916992
	Iteration 42Q: 3 clusters Score -1073647 nChanged 4
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: -1073648.125000 Penalty: 4409.916992
	Iteration 43Q: 3 clusters Score -1073648 nChanged 2
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: -1073647.625000 Penalty: 4409.916992
	Iteration 44Q: 3 clusters Score -1073648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1073647.625000 Penalty: 4409.916992
	Iteration 45Q: 3 clusters Score -1073648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1073647.000000 Penalty: 4409.916992
	Iteration 46Q: 3 clusters Score -1073647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1073647.250000 Penalty: 4409.916992
	Iteration 47Q: 3 clusters Score -1073647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1073648.750000 Penalty: 4409.916992
	Iteration 48Q: 3 clusters Score -1073649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1073649.250000 Penalty: 4409.916992
	Iteration 49Q: 3 clusters Score -1073649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1073649.000000 Penalty: 4409.916992
	Iteration 50Q: 3 clusters Score -1073649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1073651.125000 Penalty: 4409.916992
	Iteration 51Q: 3 clusters Score -1073651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1073649.750000 Penalty: 4409.916992
	Iteration 52Q: 3 clusters Score -1073650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1073649.750000 Penalty: 4409.916992
	Iteration 53F: 3 clusters Score -1073650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Entering Unmasked Estep 
Score: -5204024.000000 Penalty: 2583.074463
	Iteration 0F: 2 clusters Score -5204024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5181300.500000 Penalty: 5166.148926
	Iteration 0F: 3 clusters Score -5181300 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -5189625.000000 Penalty: 5166.148926
	Iteration 1F: 3 clusters Score -5189625 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5190441.000000 Penalty: 5166.148926
	Iteration 2F: 3 clusters Score -5190441 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5191593.000000 Penalty: 5166.148926
	Iteration 3F: 3 clusters Score -5191593 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5193241.000000 Penalty: 5166.148926
	Iteration 4F: 3 clusters Score -5193241 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -5195229.000000 Penalty: 5166.148926
	Iteration 5F: 3 clusters Score -5195229 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5197070.000000 Penalty: 5166.148926
	Iteration 6F: 3 clusters Score -5197070 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5198532.000000 Penalty: 5166.148926
	Iteration 7F: 3 clusters Score -5198532 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5199573.000000 Penalty: 5166.148926
	Iteration 8Q: 3 clusters Score -5199573 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5200351.500000 Penalty: 5166.148926
	Iteration 9Q: 3 clusters Score -5200352 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5200908.500000 Penalty: 5166.148926
	Iteration 10Q: 3 clusters Score -5200908 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -5201298.500000 Penalty: 5166.148926
	Iteration 11Q: 3 clusters Score -5201298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -5201567.000000 Penalty: 5166.148926
	Iteration 12Q: 3 clusters Score -5201567 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -5201720.500000 Penalty: 5166.148926
	Iteration 13Q: 3 clusters Score -5201720 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5201798.000000 Penalty: 5166.148926
	Iteration 14Q: 3 clusters Score -5201798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -5201885.500000 Penalty: 5166.148926
	Iteration 15Q: 3 clusters Score -5201886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5201931.000000 Penalty: 5166.148926
	Iteration 16Q: 3 clusters Score -5201931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5201972.500000 Penalty: 5166.148926
	Iteration 17Q: 3 clusters Score -5201972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5201989.500000 Penalty: 5166.148926
	Iteration 18Q: 3 clusters Score -5201990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5202014.500000 Penalty: 5166.148926
	Iteration 19Q: 3 clusters Score -5202014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5202050.000000 Penalty: 5166.148926
	Iteration 20F: 3 clusters Score -5202050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5202070.500000 Penalty: 5166.148926
	Iteration 21Q: 3 clusters Score -5202070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -5202090.000000 Penalty: 5166.148926
	Iteration 22Q: 3 clusters Score -5202090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5202096.500000 Penalty: 5166.148926
	Iteration 23Q: 3 clusters Score -5202096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -5202099.500000 Penalty: 5166.148926
	Iteration 24Q: 3 clusters Score -5202100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5202117.500000 Penalty: 5166.148926
	Iteration 25Q: 3 clusters Score -5202118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5202119.500000 Penalty: 5166.148926
	Iteration 26Q: 3 clusters Score -5202120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5202116.000000 Penalty: 5166.148926
	Iteration 27Q: 3 clusters Score -5202116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5202121.500000 Penalty: 5166.148926
	Iteration 28Q: 3 clusters Score -5202122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5202122.500000 Penalty: 5166.148926
	Iteration 29Q: 3 clusters Score -5202122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5202119.500000 Penalty: 5166.148926
	Iteration 30Q: 3 clusters Score -5202120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -5202120.000000 Penalty: 5166.148926
	Iteration 31Q: 3 clusters Score -5202120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5202123.500000 Penalty: 5166.148926
	Iteration 32Q: 3 clusters Score -5202124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5202127.000000 Penalty: 5166.148926
	Iteration 33Q: 3 clusters Score -5202127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5202127.000000 Penalty: 5166.148926
	Iteration 34F: 3 clusters Score -5202127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -168529.546875 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -168529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -166522.203125 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -166522.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166810.796875 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -166810.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -166906.265625 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -166906.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -166962.390625 Penalty: 3486.427490
	Iteration 3Q: 3 clusters Score -166962.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167013.921875 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -167013.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -167055.093750 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -167055.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -167087.640625 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -167087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -167112.718750 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -167112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167129.156250 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -167129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167138.015625 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -167138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167143.140625 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -167143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167147.187500 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -167147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167155.421875 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -167155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167162.953125 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -167163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -167164.750000 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -167164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167165.343750 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -167165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167168.765625 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -167168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167168.765625 Penalty: 3486.427490
	Iteration 17F: 3 clusters Score -167168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (52555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Entering Unmasked Estep 
Score: -8187116.500000 Penalty: 2695.664551
	Iteration 0F: 2 clusters Score -8187116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -8151733.000000 Penalty: 5391.329102
	Iteration 0F: 3 clusters Score -8151733 nChanged 24310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8165421.000000 Penalty: 5391.329102
	Iteration 1F: 3 clusters Score -8165421 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -8166075.500000 Penalty: 5391.329102
	Iteration 2Q: 3 clusters Score -8166076 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -8166735.500000 Penalty: 5391.329102
	Iteration 3Q: 3 clusters Score -8166736 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -8167425.000000 Penalty: 5391.329102
	Iteration 4Q: 3 clusters Score -8167425 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8168139.000000 Penalty: 5391.329102
	Iteration 5Q: 3 clusters Score -8168139 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8168894.500000 Penalty: 5391.329102
	Iteration 6Q: 3 clusters Score -8168894 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -8169717.000000 Penalty: 5391.329102
	Iteration 7Q: 3 clusters Score -8169717 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8170629.500000 Penalty: 5391.329102
	Iteration 8Q: 3 clusters Score -8170630 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8171672.500000 Penalty: 5391.329102
	Iteration 9Q: 3 clusters Score -8171672 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -8172910.500000 Penalty: 5391.329102
	Iteration 10Q: 3 clusters Score -8172910 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8174136.500000 Penalty: 5391.329102
	Iteration 11Q: 3 clusters Score -8174136 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -8175440.000000 Penalty: 5391.329102
	Iteration 12Q: 3 clusters Score -8175440 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8176630.000000 Penalty: 5391.329102
	Iteration 13Q: 3 clusters Score -8176630 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -8177645.500000 Penalty: 5391.329102
	Iteration 14Q: 3 clusters Score -8177646 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -8178306.000000 Penalty: 5391.329102
	Iteration 15Q: 3 clusters Score -8178306 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -8178800.500000 Penalty: 5391.329102
	Iteration 16Q: 3 clusters Score -8178800 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -8179215.000000 Penalty: 5391.329102
	Iteration 17Q: 3 clusters Score -8179215 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -8179635.500000 Penalty: 5391.329102
	Iteration 18Q: 3 clusters Score -8179636 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -8180004.000000 Penalty: 5391.329102
	Iteration 19Q: 3 clusters Score -8180004 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8180351.000000 Penalty: 5391.329102
	Iteration 20F: 3 clusters Score -8180351 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -8180651.000000 Penalty: 5391.329102
	Iteration 21Q: 3 clusters Score -8180651 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -8180969.000000 Penalty: 5391.329102
	Iteration 22Q: 3 clusters Score -8180969 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8181242.000000 Penalty: 5391.329102
	Iteration 23Q: 3 clusters Score -8181242 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -8181531.000000 Penalty: 5391.329102
	Iteration 24Q: 3 clusters Score -8181531 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -8181719.500000 Penalty: 5391.329102
	Iteration 25Q: 3 clusters Score -8181720 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8181871.000000 Penalty: 5391.329102
	Iteration 26Q: 3 clusters Score -8181871 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8182005.000000 Penalty: 5391.329102
	Iteration 27Q: 3 clusters Score -8182005 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8182109.500000 Penalty: 5391.329102
	Iteration 28Q: 3 clusters Score -8182110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8182227.000000 Penalty: 5391.329102
	Iteration 29Q: 3 clusters Score -8182227 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8182313.500000 Penalty: 5391.329102
	Iteration 30Q: 3 clusters Score -8182314 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -8182472.500000 Penalty: 5391.329102
	Iteration 31Q: 3 clusters Score -8182472 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -8182596.000000 Penalty: 5391.329102
	Iteration 32Q: 3 clusters Score -8182596 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -8182718.500000 Penalty: 5391.329102
	Iteration 33Q: 3 clusters Score -8182718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -8182841.000000 Penalty: 5391.329102
	Iteration 34Q: 3 clusters Score -8182841 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8182971.000000 Penalty: 5391.329102
	Iteration 35Q: 3 clusters Score -8182971 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -8183044.500000 Penalty: 5391.329102
	Iteration 36Q: 3 clusters Score -8183044 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -8183118.000000 Penalty: 5391.329102
	Iteration 37Q: 3 clusters Score -8183118 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8183253.500000 Penalty: 5391.329102
	Iteration 38Q: 3 clusters Score -8183254 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -8183358.500000 Penalty: 5391.329102
	Iteration 39Q: 3 clusters Score -8183358 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8183468.000000 Penalty: 5391.329102
	Iteration 40F: 3 clusters Score -8183468 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -8183613.500000 Penalty: 5391.329102
	Iteration 41Q: 3 clusters Score -8183614 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8183710.000000 Penalty: 5391.329102
	Iteration 42Q: 3 clusters Score -8183710 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8183798.000000 Penalty: 5391.329102
	Iteration 43Q: 3 clusters Score -8183798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8183888.000000 Penalty: 5391.329102
	Iteration 44Q: 3 clusters Score -8183888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -8183995.000000 Penalty: 5391.329102
	Iteration 45Q: 3 clusters Score -8183995 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8184048.000000 Penalty: 5391.329102
	Iteration 46Q: 3 clusters Score -8184048 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8184136.000000 Penalty: 5391.329102
	Iteration 47Q: 3 clusters Score -8184136 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8184184.500000 Penalty: 5391.329102
	Iteration 48Q: 3 clusters Score -8184184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8184267.000000 Penalty: 5391.329102
	Iteration 49Q: 3 clusters Score -8184267 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8184312.500000 Penalty: 5391.329102
	Iteration 50Q: 3 clusters Score -8184312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8184358.000000 Penalty: 5391.329102
	Iteration 51Q: 3 clusters Score -8184358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8184435.500000 Penalty: 5391.329102
	Iteration 52Q: 3 clusters Score -8184436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8184485.000000 Penalty: 5391.329102
	Iteration 53Q: 3 clusters Score -8184485 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8184521.500000 Penalty: 5391.329102
	Iteration 54Q: 3 clusters Score -8184522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8184552.000000 Penalty: 5391.329102
	Iteration 55Q: 3 clusters Score -8184552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8184598.000000 Penalty: 5391.329102
	Iteration 56Q: 3 clusters Score -8184598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8184620.500000 Penalty: 5391.329102
	Iteration 57Q: 3 clusters Score -8184620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8184665.000000 Penalty: 5391.329102
	Iteration 58Q: 3 clusters Score -8184665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8184687.500000 Penalty: 5391.329102
	Iteration 59Q: 3 clusters Score -8184688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8184687.500000 Penalty: 5391.329102
	Iteration 60F: 3 clusters Score -8184688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8184701.000000 Penalty: 5391.329102
	Iteration 61Q: 3 clusters Score -8184701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8184727.500000 Penalty: 5391.329102
	Iteration 62Q: 3 clusters Score -8184728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8184744.500000 Penalty: 5391.329102
	Iteration 63Q: 3 clusters Score -8184744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8184762.000000 Penalty: 5391.329102
	Iteration 64Q: 3 clusters Score -8184762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8184772.500000 Penalty: 5391.329102
	Iteration 65Q: 3 clusters Score -8184772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8184795.000000 Penalty: 5391.329102
	Iteration 66Q: 3 clusters Score -8184795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8184809.000000 Penalty: 5391.329102
	Iteration 67Q: 3 clusters Score -8184809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8184827.000000 Penalty: 5391.329102
	Iteration 68Q: 3 clusters Score -8184827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8184832.000000 Penalty: 5391.329102
	Iteration 69Q: 3 clusters Score -8184832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8184835.000000 Penalty: 5391.329102
	Iteration 70Q: 3 clusters Score -8184835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8184840.000000 Penalty: 5391.329102
	Iteration 71Q: 3 clusters Score -8184840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8184847.500000 Penalty: 5391.329102
	Iteration 72Q: 3 clusters Score -8184848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8184845.500000 Penalty: 5391.329102
	Iteration 73Q: 3 clusters Score -8184846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8184843.500000 Penalty: 5391.329102
	Iteration 74Q: 3 clusters Score -8184844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8184848.000000 Penalty: 5391.329102
	Iteration 75Q: 3 clusters Score -8184848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8184847.500000 Penalty: 5391.329102
	Iteration 76Q: 3 clusters Score -8184848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8184846.000000 Penalty: 5391.329102
	Iteration 77Q: 3 clusters Score -8184846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8184846.000000 Penalty: 5391.329102
	Iteration 78F: 3 clusters Score -8184846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -83286.062500 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -83286.06 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 276 members 
Entering Unmasked Estep 
Score: -81729.789062 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -81729.79 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81902.468750 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -81902.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81964.781250 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -81964.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81993.679688 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -81993.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82008.390625 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -82008.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82013.453125 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -82013.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82017.468750 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -82017.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82020.953125 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -82020.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82021.765625 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -82021.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82021.765625 Penalty: 3128.816650
	Iteration 9F: 3 clusters Score -82021.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -1254750.875000 Penalty: 2242.249756
	Iteration 0F: 2 clusters Score -1254751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1248015.375000 Penalty: 4484.499512
	Iteration 0F: 3 clusters Score -1248015 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1250047.250000 Penalty: 4484.499512
	Iteration 1F: 3 clusters Score -1250047 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1250589.750000 Penalty: 4484.499512
	Iteration 2F: 3 clusters Score -1250590 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1251087.125000 Penalty: 4484.499512
	Iteration 3F: 3 clusters Score -1251087 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1251543.625000 Penalty: 4484.499512
	Iteration 4F: 3 clusters Score -1251544 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1251886.375000 Penalty: 4484.499512
	Iteration 5F: 3 clusters Score -1251886 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1252129.500000 Penalty: 4484.499512
	Iteration 6Q: 3 clusters Score -1252130 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1252324.375000 Penalty: 4484.499512
	Iteration 7Q: 3 clusters Score -1252324 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1252470.750000 Penalty: 4484.499512
	Iteration 8Q: 3 clusters Score -1252471 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1252576.500000 Penalty: 4484.499512
	Iteration 9Q: 3 clusters Score -1252576 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1252666.875000 Penalty: 4484.499512
	Iteration 10Q: 3 clusters Score -1252667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1252739.875000 Penalty: 4484.499512
	Iteration 11Q: 3 clusters Score -1252740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1252798.250000 Penalty: 4484.499512
	Iteration 12Q: 3 clusters Score -1252798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1252839.750000 Penalty: 4484.499512
	Iteration 13Q: 3 clusters Score -1252840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1252872.375000 Penalty: 4484.499512
	Iteration 14Q: 3 clusters Score -1252872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1252902.625000 Penalty: 4484.499512
	Iteration 15Q: 3 clusters Score -1252903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1252929.500000 Penalty: 4484.499512
	Iteration 16Q: 3 clusters Score -1252930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1252950.125000 Penalty: 4484.499512
	Iteration 17Q: 3 clusters Score -1252950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1252970.875000 Penalty: 4484.499512
	Iteration 18Q: 3 clusters Score -1252971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1252991.375000 Penalty: 4484.499512
	Iteration 19Q: 3 clusters Score -1252991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1253006.375000 Penalty: 4484.499512
	Iteration 20F: 3 clusters Score -1253006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1253030.250000 Penalty: 4484.499512
	Iteration 21Q: 3 clusters Score -1253030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1253051.875000 Penalty: 4484.499512
	Iteration 22Q: 3 clusters Score -1253052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1253064.625000 Penalty: 4484.499512
	Iteration 23Q: 3 clusters Score -1253065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1253073.750000 Penalty: 4484.499512
	Iteration 24Q: 3 clusters Score -1253074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1253090.250000 Penalty: 4484.499512
	Iteration 25Q: 3 clusters Score -1253090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1253107.000000 Penalty: 4484.499512
	Iteration 26Q: 3 clusters Score -1253107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1253123.750000 Penalty: 4484.499512
	Iteration 27Q: 3 clusters Score -1253124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1253138.125000 Penalty: 4484.499512
	Iteration 28Q: 3 clusters Score -1253138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1253157.125000 Penalty: 4484.499512
	Iteration 29Q: 3 clusters Score -1253157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1253176.125000 Penalty: 4484.499512
	Iteration 30Q: 3 clusters Score -1253176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1253194.750000 Penalty: 4484.499512
	Iteration 31Q: 3 clusters Score -1253195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1253205.125000 Penalty: 4484.499512
	Iteration 32Q: 3 clusters Score -1253205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1253221.125000 Penalty: 4484.499512
	Iteration 33Q: 3 clusters Score -1253221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1253243.375000 Penalty: 4484.499512
	Iteration 34Q: 3 clusters Score -1253243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1253259.750000 Penalty: 4484.499512
	Iteration 35Q: 3 clusters Score -1253260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1253264.625000 Penalty: 4484.499512
	Iteration 36Q: 3 clusters Score -1253265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1253275.375000 Penalty: 4484.499512
	Iteration 37Q: 3 clusters Score -1253275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1253292.625000 Penalty: 4484.499512
	Iteration 38Q: 3 clusters Score -1253293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1253301.000000 Penalty: 4484.499512
	Iteration 39Q: 3 clusters Score -1253301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1253314.250000 Penalty: 4484.499512
	Iteration 40F: 3 clusters Score -1253314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1253326.125000 Penalty: 4484.499512
	Iteration 41Q: 3 clusters Score -1253326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1253331.250000 Penalty: 4484.499512
	Iteration 42Q: 3 clusters Score -1253331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1253337.625000 Penalty: 4484.499512
	Iteration 43Q: 3 clusters Score -1253338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1253343.375000 Penalty: 4484.499512
	Iteration 44Q: 3 clusters Score -1253343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1253343.375000 Penalty: 4484.499512
	Iteration 45Q: 3 clusters Score -1253343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1253344.375000 Penalty: 4484.499512
	Iteration 46Q: 3 clusters Score -1253344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1253346.000000 Penalty: 4484.499512
	Iteration 47Q: 3 clusters Score -1253346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1253345.625000 Penalty: 4484.499512
	Iteration 48Q: 3 clusters Score -1253346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1253349.000000 Penalty: 4484.499512
	Iteration 49Q: 3 clusters Score -1253349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1253349.250000 Penalty: 4484.499512
	Iteration 50Q: 3 clusters Score -1253349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1253349.250000 Penalty: 4484.499512
	Iteration 51Q: 3 clusters Score -1253349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1253348.750000 Penalty: 4484.499512
	Iteration 52Q: 3 clusters Score -1253349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1253350.000000 Penalty: 4484.499512
	Iteration 53Q: 3 clusters Score -1253350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1253350.250000 Penalty: 4484.499512
	Iteration 54Q: 3 clusters Score -1253350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1253353.500000 Penalty: 4484.499512
	Iteration 55Q: 3 clusters Score -1253354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1253355.250000 Penalty: 4484.499512
	Iteration 56Q: 3 clusters Score -1253355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1253356.750000 Penalty: 4484.499512
	Iteration 57Q: 3 clusters Score -1253357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1253355.625000 Penalty: 4484.499512
	Iteration 58Q: 3 clusters Score -1253356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1253356.125000 Penalty: 4484.499512
	Iteration 59Q: 3 clusters Score -1253356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1253354.875000 Penalty: 4484.499512
	Iteration 60F: 3 clusters Score -1253355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1253359.125000 Penalty: 4484.499512
	Iteration 61Q: 3 clusters Score -1253359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1253357.875000 Penalty: 4484.499512
	Iteration 62Q: 3 clusters Score -1253358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1253356.125000 Penalty: 4484.499512
	Iteration 63Q: 3 clusters Score -1253356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1253357.250000 Penalty: 4484.499512
	Iteration 64Q: 3 clusters Score -1253357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1253358.500000 Penalty: 4484.499512
	Iteration 65Q: 3 clusters Score -1253358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1253358.500000 Penalty: 4484.499512
	Iteration 66F: 3 clusters Score -1253358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -1031495.187500 Penalty: 2190.264404
	Iteration 0F: 2 clusters Score -1031495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1025789.750000 Penalty: 4380.528809
	Iteration 0F: 3 clusters Score -1025790 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1027314.875000 Penalty: 4380.528809
	Iteration 1F: 3 clusters Score -1027315 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1027596.687500 Penalty: 4380.528809
	Iteration 2F: 3 clusters Score -1027597 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1027845.437500 Penalty: 4380.528809
	Iteration 3F: 3 clusters Score -1027845 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1028106.125000 Penalty: 4380.528809
	Iteration 4F: 3 clusters Score -1028106 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1028395.375000 Penalty: 4380.528809
	Iteration 5F: 3 clusters Score -1028395 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1028773.437500 Penalty: 4380.528809
	Iteration 6F: 3 clusters Score -1028773 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1029222.125000 Penalty: 4380.528809
	Iteration 7F: 3 clusters Score -1029222 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1029658.187500 Penalty: 4380.528809
	Iteration 8F: 3 clusters Score -1029658 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1029999.437500 Penalty: 4380.528809
	Iteration 9F: 3 clusters Score -1029999 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1030239.687500 Penalty: 4380.528809
	Iteration 10Q: 3 clusters Score -1030240 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1030398.625000 Penalty: 4380.528809
	Iteration 11Q: 3 clusters Score -1030399 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1030501.250000 Penalty: 4380.528809
	Iteration 12Q: 3 clusters Score -1030501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1030586.187500 Penalty: 4380.528809
	Iteration 13Q: 3 clusters Score -1030586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1030643.187500 Penalty: 4380.528809
	Iteration 14Q: 3 clusters Score -1030643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1030673.812500 Penalty: 4380.528809
	Iteration 15Q: 3 clusters Score -1030674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1030700.937500 Penalty: 4380.528809
	Iteration 16Q: 3 clusters Score -1030701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1030718.625000 Penalty: 4380.528809
	Iteration 17Q: 3 clusters Score -1030719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1030727.625000 Penalty: 4380.528809
	Iteration 18Q: 3 clusters Score -1030728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1030733.687500 Penalty: 4380.528809
	Iteration 19Q: 3 clusters Score -1030734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1030742.375000 Penalty: 4380.528809
	Iteration 20F: 3 clusters Score -1030742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1030749.625000 Penalty: 4380.528809
	Iteration 21Q: 3 clusters Score -1030750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1030760.625000 Penalty: 4380.528809
	Iteration 22Q: 3 clusters Score -1030761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1030772.625000 Penalty: 4380.528809
	Iteration 23Q: 3 clusters Score -1030773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1030802.187500 Penalty: 4380.528809
	Iteration 24Q: 3 clusters Score -1030802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1030867.125000 Penalty: 4380.528809
	Iteration 25Q: 3 clusters Score -1030867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1030957.000000 Penalty: 4380.528809
	Iteration 26Q: 3 clusters Score -1030957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1031032.687500 Penalty: 4380.528809
	Iteration 27Q: 3 clusters Score -1031033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1031085.000000 Penalty: 4380.528809
	Iteration 28Q: 3 clusters Score -1031085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1031117.187500 Penalty: 4380.528809
	Iteration 29Q: 3 clusters Score -1031117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1031156.312500 Penalty: 4380.528809
	Iteration 30Q: 3 clusters Score -1031156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1031192.562500 Penalty: 4380.528809
	Iteration 31Q: 3 clusters Score -1031193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1031223.937500 Penalty: 4380.528809
	Iteration 32Q: 3 clusters Score -1031224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1031246.750000 Penalty: 4380.528809
	Iteration 33Q: 3 clusters Score -1031247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1031266.062500 Penalty: 4380.528809
	Iteration 34Q: 3 clusters Score -1031266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1031279.875000 Penalty: 4380.528809
	Iteration 35Q: 3 clusters Score -1031280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1031286.375000 Penalty: 4380.528809
	Iteration 36Q: 3 clusters Score -1031286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1031289.312500 Penalty: 4380.528809
	Iteration 37Q: 3 clusters Score -1031289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1031292.187500 Penalty: 4380.528809
	Iteration 38Q: 3 clusters Score -1031292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1031291.125000 Penalty: 4380.528809
	Iteration 39Q: 3 clusters Score -1031291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1031293.625000 Penalty: 4380.528809
	Iteration 40F: 3 clusters Score -1031294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1031296.625000 Penalty: 4380.528809
	Iteration 41Q: 3 clusters Score -1031297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1031299.500000 Penalty: 4380.528809
	Iteration 42Q: 3 clusters Score -1031300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1031300.187500 Penalty: 4380.528809
	Iteration 43Q: 3 clusters Score -1031300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1031300.875000 Penalty: 4380.528809
	Iteration 44Q: 3 clusters Score -1031301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1031303.437500 Penalty: 4380.528809
	Iteration 45Q: 3 clusters Score -1031303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1031305.687500 Penalty: 4380.528809
	Iteration 46Q: 3 clusters Score -1031306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1031307.750000 Penalty: 4380.528809
	Iteration 47Q: 3 clusters Score -1031308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1031304.500000 Penalty: 4380.528809
	Iteration 48Q: 3 clusters Score -1031304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1031306.437500 Penalty: 4380.528809
	Iteration 49Q: 3 clusters Score -1031306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1031308.125000 Penalty: 4380.528809
	Iteration 50Q: 3 clusters Score -1031308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1031310.312500 Penalty: 4380.528809
	Iteration 51Q: 3 clusters Score -1031310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1031309.875000 Penalty: 4380.528809
	Iteration 52Q: 3 clusters Score -1031310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1031309.875000 Penalty: 4380.528809
	Iteration 53F: 3 clusters Score -1031310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Entering Unmasked Estep 
Score: -2059164.250000 Penalty: 2362.092529
	Iteration 0F: 2 clusters Score -2059164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2049166.250000 Penalty: 4724.185059
	Iteration 0F: 3 clusters Score -2049166 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2052519.250000 Penalty: 4724.185059
	Iteration 1F: 3 clusters Score -2052519 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2053080.500000 Penalty: 4724.185059
	Iteration 2F: 3 clusters Score -2053080 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2053539.375000 Penalty: 4724.185059
	Iteration 3F: 3 clusters Score -2053539 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2053937.250000 Penalty: 4724.185059
	Iteration 4F: 3 clusters Score -2053937 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2054304.250000 Penalty: 4724.185059
	Iteration 5Q: 3 clusters Score -2054304 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2054675.625000 Penalty: 4724.185059
	Iteration 6Q: 3 clusters Score -2054676 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2055040.875000 Penalty: 4724.185059
	Iteration 7Q: 3 clusters Score -2055041 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2055356.125000 Penalty: 4724.185059
	Iteration 8Q: 3 clusters Score -2055356 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2055610.500000 Penalty: 4724.185059
	Iteration 9Q: 3 clusters Score -2055610 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2055840.250000 Penalty: 4724.185059
	Iteration 10Q: 3 clusters Score -2055840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2056014.000000 Penalty: 4724.185059
	Iteration 11Q: 3 clusters Score -2056014 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2056192.000000 Penalty: 4724.185059
	Iteration 12Q: 3 clusters Score -2056192 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2056370.625000 Penalty: 4724.185059
	Iteration 13Q: 3 clusters Score -2056371 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2056561.000000 Penalty: 4724.185059
	Iteration 14Q: 3 clusters Score -2056561 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2056763.125000 Penalty: 4724.185059
	Iteration 15Q: 3 clusters Score -2056763 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2056949.125000 Penalty: 4724.185059
	Iteration 16Q: 3 clusters Score -2056949 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2057088.125000 Penalty: 4724.185059
	Iteration 17Q: 3 clusters Score -2057088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2057174.500000 Penalty: 4724.185059
	Iteration 18Q: 3 clusters Score -2057174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2057238.875000 Penalty: 4724.185059
	Iteration 19Q: 3 clusters Score -2057239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2057288.875000 Penalty: 4724.185059
	Iteration 20F: 3 clusters Score -2057289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2057322.250000 Penalty: 4724.185059
	Iteration 21Q: 3 clusters Score -2057322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2057351.875000 Penalty: 4724.185059
	Iteration 22Q: 3 clusters Score -2057352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2057378.625000 Penalty: 4724.185059
	Iteration 23Q: 3 clusters Score -2057379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2057391.125000 Penalty: 4724.185059
	Iteration 24Q: 3 clusters Score -2057391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2057398.250000 Penalty: 4724.185059
	Iteration 25Q: 3 clusters Score -2057398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2057406.375000 Penalty: 4724.185059
	Iteration 26Q: 3 clusters Score -2057406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2057417.750000 Penalty: 4724.185059
	Iteration 27Q: 3 clusters Score -2057418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2057423.250000 Penalty: 4724.185059
	Iteration 28Q: 3 clusters Score -2057423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2057434.750000 Penalty: 4724.185059
	Iteration 29Q: 3 clusters Score -2057435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2057453.250000 Penalty: 4724.185059
	Iteration 30Q: 3 clusters Score -2057453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2057463.000000 Penalty: 4724.185059
	Iteration 31Q: 3 clusters Score -2057463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2057471.625000 Penalty: 4724.185059
	Iteration 32Q: 3 clusters Score -2057472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2057483.625000 Penalty: 4724.185059
	Iteration 33Q: 3 clusters Score -2057484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2057490.750000 Penalty: 4724.185059
	Iteration 34Q: 3 clusters Score -2057491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2057492.000000 Penalty: 4724.185059
	Iteration 35Q: 3 clusters Score -2057492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2057510.000000 Penalty: 4724.185059
	Iteration 36Q: 3 clusters Score -2057510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2057514.500000 Penalty: 4724.185059
	Iteration 37Q: 3 clusters Score -2057514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2057524.000000 Penalty: 4724.185059
	Iteration 38Q: 3 clusters Score -2057524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2057534.750000 Penalty: 4724.185059
	Iteration 39Q: 3 clusters Score -2057535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2057546.000000 Penalty: 4724.185059
	Iteration 40F: 3 clusters Score -2057546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2057564.125000 Penalty: 4724.185059
	Iteration 41Q: 3 clusters Score -2057564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2057580.000000 Penalty: 4724.185059
	Iteration 42Q: 3 clusters Score -2057580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2057597.875000 Penalty: 4724.185059
	Iteration 43Q: 3 clusters Score -2057598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2057610.250000 Penalty: 4724.185059
	Iteration 44Q: 3 clusters Score -2057610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2057639.500000 Penalty: 4724.185059
	Iteration 45Q: 3 clusters Score -2057640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2057671.875000 Penalty: 4724.185059
	Iteration 46Q: 3 clusters Score -2057672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2057703.375000 Penalty: 4724.185059
	Iteration 47Q: 3 clusters Score -2057703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2057725.500000 Penalty: 4724.185059
	Iteration 48Q: 3 clusters Score -2057726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2057744.000000 Penalty: 4724.185059
	Iteration 49Q: 3 clusters Score -2057744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2057760.125000 Penalty: 4724.185059
	Iteration 50Q: 3 clusters Score -2057760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2057764.875000 Penalty: 4724.185059
	Iteration 51Q: 3 clusters Score -2057765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2057780.000000 Penalty: 4724.185059
	Iteration 52Q: 3 clusters Score -2057780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2057782.000000 Penalty: 4724.185059
	Iteration 53Q: 3 clusters Score -2057782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2057787.000000 Penalty: 4724.185059
	Iteration 54Q: 3 clusters Score -2057787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2057789.125000 Penalty: 4724.185059
	Iteration 55Q: 3 clusters Score -2057789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2057788.875000 Penalty: 4724.185059
	Iteration 56Q: 3 clusters Score -2057789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2057793.750000 Penalty: 4724.185059
	Iteration 57Q: 3 clusters Score -2057794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2057797.250000 Penalty: 4724.185059
	Iteration 58Q: 3 clusters Score -2057797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2057800.000000 Penalty: 4724.185059
	Iteration 59Q: 3 clusters Score -2057800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2057798.750000 Penalty: 4724.185059
	Iteration 60F: 3 clusters Score -2057799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2057800.375000 Penalty: 4724.185059
	Iteration 61Q: 3 clusters Score -2057800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2057800.875000 Penalty: 4724.185059
	Iteration 62Q: 3 clusters Score -2057801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2057800.750000 Penalty: 4724.185059
	Iteration 63Q: 3 clusters Score -2057801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2057800.750000 Penalty: 4724.185059
	Iteration 64F: 3 clusters Score -2057801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Entering Unmasked Estep 
Score: -2198476.000000 Penalty: 2380.231934
	Iteration 0F: 2 clusters Score -2198476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2187812.000000 Penalty: 4760.463867
	Iteration 0F: 3 clusters Score -2187812 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2191458.500000 Penalty: 4760.463867
	Iteration 1F: 3 clusters Score -2191458 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2192153.000000 Penalty: 4760.463867
	Iteration 2F: 3 clusters Score -2192153 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2192872.500000 Penalty: 4760.463867
	Iteration 3F: 3 clusters Score -2192872 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2193607.000000 Penalty: 4760.463867
	Iteration 4F: 3 clusters Score -2193607 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2194354.000000 Penalty: 4760.463867
	Iteration 5F: 3 clusters Score -2194354 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2195081.250000 Penalty: 4760.463867
	Iteration 6F: 3 clusters Score -2195081 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2195714.000000 Penalty: 4760.463867
	Iteration 7F: 3 clusters Score -2195714 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2196221.500000 Penalty: 4760.463867
	Iteration 8Q: 3 clusters Score -2196222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2196606.500000 Penalty: 4760.463867
	Iteration 9Q: 3 clusters Score -2196606 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2196898.250000 Penalty: 4760.463867
	Iteration 10Q: 3 clusters Score -2196898 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2197077.750000 Penalty: 4760.463867
	Iteration 11Q: 3 clusters Score -2197078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2197175.750000 Penalty: 4760.463867
	Iteration 12Q: 3 clusters Score -2197176 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2197244.000000 Penalty: 4760.463867
	Iteration 13Q: 3 clusters Score -2197244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2197288.000000 Penalty: 4760.463867
	Iteration 14Q: 3 clusters Score -2197288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2197306.500000 Penalty: 4760.463867
	Iteration 15Q: 3 clusters Score -2197306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2197315.000000 Penalty: 4760.463867
	Iteration 16Q: 3 clusters Score -2197315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2197329.250000 Penalty: 4760.463867
	Iteration 17Q: 3 clusters Score -2197329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2197337.750000 Penalty: 4760.463867
	Iteration 18Q: 3 clusters Score -2197338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2197346.250000 Penalty: 4760.463867
	Iteration 19Q: 3 clusters Score -2197346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2197354.250000 Penalty: 4760.463867
	Iteration 20F: 3 clusters Score -2197354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2197356.250000 Penalty: 4760.463867
	Iteration 21Q: 3 clusters Score -2197356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2197361.750000 Penalty: 4760.463867
	Iteration 22Q: 3 clusters Score -2197362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2197363.250000 Penalty: 4760.463867
	Iteration 23Q: 3 clusters Score -2197363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2197370.000000 Penalty: 4760.463867
	Iteration 24Q: 3 clusters Score -2197370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2197374.000000 Penalty: 4760.463867
	Iteration 25Q: 3 clusters Score -2197374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2197372.000000 Penalty: 4760.463867
	Iteration 26Q: 3 clusters Score -2197372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2197379.500000 Penalty: 4760.463867
	Iteration 27Q: 3 clusters Score -2197380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2197380.500000 Penalty: 4760.463867
	Iteration 28Q: 3 clusters Score -2197380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2197389.000000 Penalty: 4760.463867
	Iteration 29Q: 3 clusters Score -2197389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2197389.750000 Penalty: 4760.463867
	Iteration 30Q: 3 clusters Score -2197390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2197392.500000 Penalty: 4760.463867
	Iteration 31Q: 3 clusters Score -2197392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2197397.000000 Penalty: 4760.463867
	Iteration 32Q: 3 clusters Score -2197397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2197401.000000 Penalty: 4760.463867
	Iteration 33Q: 3 clusters Score -2197401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2197398.500000 Penalty: 4760.463867
	Iteration 34Q: 3 clusters Score -2197398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2197400.750000 Penalty: 4760.463867
	Iteration 35Q: 3 clusters Score -2197401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2197401.750000 Penalty: 4760.463867
	Iteration 36Q: 3 clusters Score -2197402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2197406.250000 Penalty: 4760.463867
	Iteration 37Q: 3 clusters Score -2197406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2197410.750000 Penalty: 4760.463867
	Iteration 38Q: 3 clusters Score -2197411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2197408.750000 Penalty: 4760.463867
	Iteration 39Q: 3 clusters Score -2197409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2197418.750000 Penalty: 4760.463867
	Iteration 40F: 3 clusters Score -2197419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2197414.750000 Penalty: 4760.463867
	Iteration 41Q: 3 clusters Score -2197415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2197414.000000 Penalty: 4760.463867
	Iteration 42Q: 3 clusters Score -2197414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2197415.500000 Penalty: 4760.463867
	Iteration 43Q: 3 clusters Score -2197416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2197413.500000 Penalty: 4760.463867
	Iteration 44Q: 3 clusters Score -2197414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2197414.500000 Penalty: 4760.463867
	Iteration 45Q: 3 clusters Score -2197414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2197409.750000 Penalty: 4760.463867
	Iteration 46Q: 3 clusters Score -2197410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2197410.000000 Penalty: 4760.463867
	Iteration 47Q: 3 clusters Score -2197410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2197410.250000 Penalty: 4760.463867
	Iteration 48Q: 3 clusters Score -2197410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2197413.000000 Penalty: 4760.463867
	Iteration 49Q: 3 clusters Score -2197413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2197417.000000 Penalty: 4760.463867
	Iteration 50Q: 3 clusters Score -2197417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2197420.000000 Penalty: 4760.463867
	Iteration 51Q: 3 clusters Score -2197420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2197420.500000 Penalty: 4760.463867
	Iteration 52Q: 3 clusters Score -2197420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2197420.500000 Penalty: 4760.463867
	Iteration 53F: 3 clusters Score -2197420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28663 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62847 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38136 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53111 members 
Mstep: Class 22 contains 7388 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63836 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7797 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26081 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7266 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6848 members 
Mstep: Class 45 contains 13692 members 
Mstep: Class 46 contains 14731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404448.000000 Penalty: 154999.796875
Iteration 239Q: 47 clusters Score -1.204044e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 194 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28665 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62847 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38135 members 
Mstep: Class 19 contains 103386 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53108 members 
Mstep: Class 22 contains 7386 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63835 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6867 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7802 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26076 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7269 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52555 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8446 members 
Mstep: Class 44 contains 6850 members 
Mstep: Class 45 contains 13693 members 
Mstep: Class 46 contains 14731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404696.000000 Penalty: 154999.796875
Iteration 240F: 47 clusters Score -1.204047e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 209 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 258 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62847 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38134 members 
Mstep: Class 19 contains 103385 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 53099 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 63836 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6872 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7803 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26070 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85975 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7268 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52557 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8447 members 
Mstep: Class 44 contains 6855 members 
Mstep: Class 45 contains 13693 members 
Mstep: Class 46 contains 14730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405360.000000 Penalty: 154999.796875
Iteration 241Q: 47 clusters Score -1.204054e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28671 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21898 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38134 members 
Mstep: Class 19 contains 103384 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53098 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63835 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6876 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7804 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26062 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85976 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7268 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52558 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8447 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 13693 members 
Mstep: Class 46 contains 14727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405392.000000 Penalty: 154999.796875
Iteration 242Q: 47 clusters Score -1.204054e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14511 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21896 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62846 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38130 members 
Mstep: Class 19 contains 103382 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 53101 members 
Mstep: Class 22 contains 7385 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63836 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 6880 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7803 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26057 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85976 members 
Mstep: Class 37 contains 14369 members 
Mstep: Class 38 contains 7271 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52557 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8446 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 13694 members 
Mstep: Class 46 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405384.000000 Penalty: 154999.796875
Iteration 243Q: 47 clusters Score -1.204054e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14507 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21895 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62845 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38127 members 
Mstep: Class 19 contains 103383 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53099 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63838 members 
Mstep: Class 25 contains 20771 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 6887 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7804 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26050 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7255 members 
Mstep: Class 36 contains 85979 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52559 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8445 members 
Mstep: Class 44 contains 6857 members 
Mstep: Class 45 contains 13695 members 
Mstep: Class 46 contains 14727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405416.000000 Penalty: 154999.796875
Iteration 244Q: 47 clusters Score -1.204054e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28675 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 14507 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21894 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62844 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38124 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53096 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 6891 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7806 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 26042 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7254 members 
Mstep: Class 36 contains 85979 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7274 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52561 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8446 members 
Mstep: Class 44 contains 6859 members 
Mstep: Class 45 contains 13698 members 
Mstep: Class 46 contains 14727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405392.000000 Penalty: 154999.796875
Iteration 245Q: 47 clusters Score -1.204054e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28677 members 
Mstep: Class 7 contains 950 members 
Mstep: Class 8 contains 14506 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21894 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62842 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38124 members 
Mstep: Class 19 contains 103381 members 
Mstep: Class 20 contains 6476 members 
Mstep: Class 21 contains 53094 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 6893 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7806 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 26038 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7252 members 
Mstep: Class 36 contains 85978 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52560 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8447 members 
Mstep: Class 44 contains 6861 members 
Mstep: Class 45 contains 13700 members 
Mstep: Class 46 contains 14727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405432.000000 Penalty: 154999.796875
Iteration 246Q: 47 clusters Score -1.204054e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28680 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 14505 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 21895 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62843 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38121 members 
Mstep: Class 19 contains 103381 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 53095 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20773 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 6893 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7806 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26039 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7251 members 
Mstep: Class 36 contains 85975 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7272 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52558 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8447 members 
Mstep: Class 44 contains 6862 members 
Mstep: Class 45 contains 13702 members 
Mstep: Class 46 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405336.000000 Penalty: 154999.796875
Iteration 247Q: 47 clusters Score -1.204053e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14504 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21897 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62842 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38119 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 53096 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20774 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6893 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7807 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26036 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7252 members 
Mstep: Class 36 contains 85975 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7272 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52556 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6863 members 
Mstep: Class 45 contains 13702 members 
Mstep: Class 46 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405328.000000 Penalty: 154999.796875
Iteration 248Q: 47 clusters Score -1.204053e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28687 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 12283 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 21897 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62840 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38119 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6469 members 
Mstep: Class 21 contains 53093 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20776 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6892 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7809 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26038 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7254 members 
Mstep: Class 36 contains 85974 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7272 members 
Mstep: Class 39 contains 33379 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52549 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6865 members 
Mstep: Class 45 contains 13702 members 
Mstep: Class 46 contains 14725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405328.000000 Penalty: 154999.796875
Iteration 249Q: 47 clusters Score -1.204053e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28691 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62838 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38115 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53091 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6892 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7812 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26038 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85974 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7271 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52547 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6866 members 
Mstep: Class 45 contains 13702 members 
Mstep: Class 46 contains 14725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405280.000000 Penalty: 154999.796875
Iteration 250Q: 47 clusters Score -1.204053e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28694 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14500 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62835 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38113 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 53091 members 
Mstep: Class 22 contains 7380 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63841 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7815 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26038 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85977 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7271 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52546 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6866 members 
Mstep: Class 45 contains 13704 members 
Mstep: Class 46 contains 14720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405296.000000 Penalty: 154999.796875
Iteration 251Q: 47 clusters Score -1.204053e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28696 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14499 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62832 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53088 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63840 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6896 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7818 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26041 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7256 members 
Mstep: Class 36 contains 85976 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 38 contains 7270 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52545 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6866 members 
Mstep: Class 45 contains 13706 members 
Mstep: Class 46 contains 14721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405248.000000 Penalty: 154999.796875
Iteration 252Q: 47 clusters Score -1.204052e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14494 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 62832 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38111 members 
Mstep: Class 19 contains 103380 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53083 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63843 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7823 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26032 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7257 members 
Mstep: Class 36 contains 85974 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7270 members 
Mstep: Class 39 contains 33378 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52543 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 6867 members 
Mstep: Class 45 contains 13708 members 
Mstep: Class 46 contains 14722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405256.000000 Penalty: 154999.796875
Iteration 253Q: 47 clusters Score -1.204053e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28705 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14487 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62831 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 103379 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53083 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63846 members 
Mstep: Class 25 contains 20777 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7825 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 26026 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7257 members 
Mstep: Class 36 contains 85974 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7270 members 
Mstep: Class 39 contains 33377 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52540 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8454 members 
Mstep: Class 44 contains 6872 members 
Mstep: Class 45 contains 13709 members 
Mstep: Class 46 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405248.000000 Penalty: 154999.796875
Iteration 254Q: 47 clusters Score -1.204052e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28709 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 103378 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63848 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7830 members 
Mstep: Class 32 contains 7190 members 
Mstep: Class 33 contains 26018 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85973 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7271 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 52539 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8454 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 13707 members 
Mstep: Class 46 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405280.000000 Penalty: 154999.796875
Iteration 255Q: 47 clusters Score -1.204053e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28713 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14477 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21904 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62829 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38108 members 
Mstep: Class 19 contains 103378 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 53079 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63850 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6909 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7832 members 
Mstep: Class 32 contains 7193 members 
Mstep: Class 33 contains 26013 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85973 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7272 members 
Mstep: Class 39 contains 33380 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52536 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 13708 members 
Mstep: Class 46 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405256.000000 Penalty: 154999.796875
Iteration 256Q: 47 clusters Score -1.204053e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28715 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14475 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62829 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38108 members 
Mstep: Class 19 contains 103377 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20778 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7834 members 
Mstep: Class 32 contains 7195 members 
Mstep: Class 33 contains 26010 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85974 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33381 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52533 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8457 members 
Mstep: Class 44 contains 6875 members 
Mstep: Class 45 contains 13710 members 
Mstep: Class 46 contains 14715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405224.000000 Penalty: 154999.796875
Iteration 257Q: 47 clusters Score -1.204052e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28716 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62828 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38108 members 
Mstep: Class 19 contains 103376 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53083 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63850 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 7196 members 
Mstep: Class 33 contains 26008 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52531 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8457 members 
Mstep: Class 44 contains 6876 members 
Mstep: Class 45 contains 13711 members 
Mstep: Class 46 contains 14715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405320.000000 Penalty: 154999.796875
Iteration 258Q: 47 clusters Score -1.204053e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28717 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 62829 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38107 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 7198 members 
Mstep: Class 33 contains 26006 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85969 members 
Mstep: Class 37 contains 14367 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52530 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8456 members 
Mstep: Class 44 contains 6877 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405280.000000 Penalty: 154999.796875
Iteration 259Q: 47 clusters Score -1.204053e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28718 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21904 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38105 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63850 members 
Mstep: Class 25 contains 20780 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6912 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 7202 members 
Mstep: Class 33 contains 26001 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85968 members 
Mstep: Class 37 contains 14366 members 
Mstep: Class 38 contains 7273 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52529 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8456 members 
Mstep: Class 44 contains 6878 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405672.000000 Penalty: 154999.796875
Iteration 260F: 47 clusters Score -1.204057e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28720 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14473 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14594 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 16 contains 62829 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38104 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63853 members 
Mstep: Class 25 contains 20780 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6915 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7206 members 
Mstep: Class 33 contains 25997 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85968 members 
Mstep: Class 37 contains 14366 members 
Mstep: Class 38 contains 7274 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52524 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8456 members 
Mstep: Class 44 contains 6877 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406072.000000 Penalty: 154999.796875
Iteration 261Q: 47 clusters Score -1.204061e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28724 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38103 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63853 members 
Mstep: Class 25 contains 20782 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 1582 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7211 members 
Mstep: Class 33 contains 25987 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14365 members 
Mstep: Class 38 contains 7279 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52520 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6877 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406136.000000 Penalty: 154999.796875
Iteration 262Q: 47 clusters Score -1.204061e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28726 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 63853 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7214 members 
Mstep: Class 33 contains 25980 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85972 members 
Mstep: Class 37 contains 14364 members 
Mstep: Class 38 contains 7283 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52518 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6878 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406128.000000 Penalty: 154999.796875
Iteration 263Q: 47 clusters Score -1.204061e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28730 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53082 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63854 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7218 members 
Mstep: Class 33 contains 25973 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14361 members 
Mstep: Class 38 contains 7283 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52516 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6879 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406208.000000 Penalty: 154999.796875
Iteration 264Q: 47 clusters Score -1.204062e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28733 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53081 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63855 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7218 members 
Mstep: Class 33 contains 25969 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7284 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52516 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6879 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406192.000000 Penalty: 154999.796875
Iteration 265Q: 47 clusters Score -1.204062e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28734 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 14473 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7378 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63856 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 1583 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7219 members 
Mstep: Class 33 contains 25965 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7285 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52517 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6879 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406216.000000 Penalty: 154999.796875
Iteration 266Q: 47 clusters Score -1.204062e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28737 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 14472 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21904 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63855 members 
Mstep: Class 25 contains 20783 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 6919 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25960 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7258 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7288 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52515 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6879 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406192.000000 Penalty: 154999.796875
Iteration 267Q: 47 clusters Score -1.204062e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28740 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103375 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63854 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6920 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25957 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7291 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52511 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6880 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406120.000000 Penalty: 154999.796875
Iteration 268Q: 47 clusters Score -1.204061e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28742 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21903 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63852 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6922 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7837 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25955 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85970 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7292 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52509 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6882 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406120.000000 Penalty: 154999.796875
Iteration 269Q: 47 clusters Score -1.204061e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28744 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63850 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6925 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25953 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52507 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6882 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406200.000000 Penalty: 154999.796875
Iteration 270Q: 47 clusters Score -1.204062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28746 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38102 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52507 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406096.000000 Penalty: 154999.796875
Iteration 271Q: 47 clusters Score -1.204061e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28750 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52504 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406072.000000 Penalty: 154999.796875
Iteration 272Q: 47 clusters Score -1.204061e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28752 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62828 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6529 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52502 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406064.000000 Penalty: 154999.796875
Iteration 273Q: 47 clusters Score -1.204061e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28753 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62827 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6530 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52501 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406056.000000 Penalty: 154999.796875
Iteration 274Q: 47 clusters Score -1.204061e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52500 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406040.000000 Penalty: 154999.796875
Iteration 275Q: 47 clusters Score -1.20406e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62825 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6533 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406072.000000 Penalty: 154999.796875
Iteration 276Q: 47 clusters Score -1.204061e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62823 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406056.000000 Penalty: 154999.796875
Iteration 277Q: 47 clusters Score -1.204061e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406040.000000 Penalty: 154999.796875
Iteration 278Q: 47 clusters Score -1.20406e+08 nChanged 0
Entering ConstructFrom: 
Score: -120406040.000000 Penalty: 154999.796875
Entering ConstructFrom: 
Trying to split cluster 1 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -129677.335938 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -129677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -127842.242188 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -127842.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128210.906250 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -128210.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128377.445312 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -128377.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128464.375000 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -128464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128530.156250 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -128530.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128588.406250 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -128588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128657.195312 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -128657.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128735.039062 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -128735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128899.070312 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -128899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128969.015625 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -128969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129017.148438 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -129017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129043.992188 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -129044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129053.000000 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -129053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -129061.867188 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -129061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129067.960938 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -129068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -129072.187500 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -129072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129078.351562 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -129078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129079.335938 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -129079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129079.335938 Penalty: 3366.771240
	Iteration 18F: 3 clusters Score -129079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -833503.000000 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -833503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -828658.062500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -828658.1 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -829994.375000 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -829994.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -830300.687500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -830300.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -830501.562500 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -830501.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -830648.875000 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -830648.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -830775.000000 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -830775 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -830879.875000 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -830879.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -830972.812500 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -830972.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -831064.500000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -831064.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -831135.187500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -831135.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -831216.687500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -831216.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -831288.125000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -831288.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -831354.687500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -831354.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -831420.000000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -831420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -831474.562500 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -831474.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -831536.812500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -831536.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -831598.250000 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -831598.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -831644.687500 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -831644.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -831690.250000 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -831690.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -831732.750000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -831732.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -831767.562500 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -831767.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -831800.062500 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -831800.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -831821.437500 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -831821.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -831832.187500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -831832.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -831840.250000 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -831840.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -831849.062500 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -831849.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -831859.937500 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -831859.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -831869.500000 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -831869.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -831884.062500 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -831884.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -831905.312500 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -831905.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -831948.000000 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -831948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -832006.000000 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -832006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -832087.187500 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -832087.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -832193.437500 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -832193.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -832328.562500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -832328.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -832495.625000 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -832495.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -832672.375000 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -832672.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -832849.625000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -832849.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -832984.000000 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -832984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -833046.687500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -833046.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -833082.187500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -833082.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -833099.937500 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -833099.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -833112.125000 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -833112.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -833120.312500 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -833120.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -833124.625000 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -833124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -833128.250000 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -833128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -833132.500000 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -833132.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -833135.500000 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -833135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -833136.062500 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -833136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -833138.750000 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -833138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -833139.812500 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -833139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -833140.687500 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -833140.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -833141.375000 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -833141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -833141.375000 Penalty: 4276.826660
	Iteration 53F: 3 clusters Score -833141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -16657.824219 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -16657.82 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 113 members 
Entering Unmasked Estep 
Score: -15709.078125 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -15709.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16104.905273 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -16104.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16264.926758 Penalty: 2679.728027
	Iteration 2F: 3 clusters Score -16264.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16348.121094 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -16348.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16380.890625 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -16380.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16438.310547 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -16438.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16522.179688 Penalty: 2679.728027
	Iteration 6Q: 3 clusters Score -16522.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16532.914062 Penalty: 2679.728027
	Iteration 7F: 3 clusters Score -16532.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16620.451172 Penalty: 2679.728027
	Iteration 8Q: 3 clusters Score -16620.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16632.957031 Penalty: 2679.728027
	Iteration 9Q: 3 clusters Score -16632.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16632.957031 Penalty: 2679.728027
	Iteration 10F: 3 clusters Score -16632.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -3343122.000000 Penalty: 2474.173340
	Iteration 0F: 2 clusters Score -3343122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3328203.000000 Penalty: 4948.346680
	Iteration 0F: 3 clusters Score -3328203 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3333650.250000 Penalty: 4948.346680
	Iteration 1F: 3 clusters Score -3333650 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3334585.000000 Penalty: 4948.346680
	Iteration 2F: 3 clusters Score -3334585 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3335656.250000 Penalty: 4948.346680
	Iteration 3F: 3 clusters Score -3335656 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3336778.000000 Penalty: 4948.346680
	Iteration 4F: 3 clusters Score -3336778 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3337609.750000 Penalty: 4948.346680
	Iteration 5F: 3 clusters Score -3337610 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3338146.750000 Penalty: 4948.346680
	Iteration 6F: 3 clusters Score -3338147 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3338507.500000 Penalty: 4948.346680
	Iteration 7Q: 3 clusters Score -3338508 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3338766.000000 Penalty: 4948.346680
	Iteration 8Q: 3 clusters Score -3338766 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3338998.750000 Penalty: 4948.346680
	Iteration 9Q: 3 clusters Score -3338999 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3339247.500000 Penalty: 4948.346680
	Iteration 10Q: 3 clusters Score -3339248 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3339562.500000 Penalty: 4948.346680
	Iteration 11Q: 3 clusters Score -3339562 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3339914.750000 Penalty: 4948.346680
	Iteration 12Q: 3 clusters Score -3339915 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3340237.750000 Penalty: 4948.346680
	Iteration 13Q: 3 clusters Score -3340238 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3340514.750000 Penalty: 4948.346680
	Iteration 14Q: 3 clusters Score -3340515 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3340726.000000 Penalty: 4948.346680
	Iteration 15Q: 3 clusters Score -3340726 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3340871.500000 Penalty: 4948.346680
	Iteration 16Q: 3 clusters Score -3340872 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3340962.500000 Penalty: 4948.346680
	Iteration 17Q: 3 clusters Score -3340962 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3341038.000000 Penalty: 4948.346680
	Iteration 18Q: 3 clusters Score -3341038 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3341098.250000 Penalty: 4948.346680
	Iteration 19Q: 3 clusters Score -3341098 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3341151.250000 Penalty: 4948.346680
	Iteration 20F: 3 clusters Score -3341151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3341191.000000 Penalty: 4948.346680
	Iteration 21Q: 3 clusters Score -3341191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3341246.500000 Penalty: 4948.346680
	Iteration 22Q: 3 clusters Score -3341246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3341291.000000 Penalty: 4948.346680
	Iteration 23Q: 3 clusters Score -3341291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3341338.000000 Penalty: 4948.346680
	Iteration 24Q: 3 clusters Score -3341338 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3341380.250000 Penalty: 4948.346680
	Iteration 25Q: 3 clusters Score -3341380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3341434.500000 Penalty: 4948.346680
	Iteration 26Q: 3 clusters Score -3341434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3341512.500000 Penalty: 4948.346680
	Iteration 27Q: 3 clusters Score -3341512 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3341602.750000 Penalty: 4948.346680
	Iteration 28Q: 3 clusters Score -3341603 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3341756.750000 Penalty: 4948.346680
	Iteration 29Q: 3 clusters Score -3341757 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3341934.750000 Penalty: 4948.346680
	Iteration 30Q: 3 clusters Score -3341935 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3342102.250000 Penalty: 4948.346680
	Iteration 31Q: 3 clusters Score -3342102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3342260.000000 Penalty: 4948.346680
	Iteration 32Q: 3 clusters Score -3342260 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3342355.250000 Penalty: 4948.346680
	Iteration 33Q: 3 clusters Score -3342355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3342411.000000 Penalty: 4948.346680
	Iteration 34Q: 3 clusters Score -3342411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3342428.000000 Penalty: 4948.346680
	Iteration 35Q: 3 clusters Score -3342428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3342439.500000 Penalty: 4948.346680
	Iteration 36Q: 3 clusters Score -3342440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3342444.500000 Penalty: 4948.346680
	Iteration 37Q: 3 clusters Score -3342444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3342453.500000 Penalty: 4948.346680
	Iteration 38Q: 3 clusters Score -3342454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3342452.750000 Penalty: 4948.346680
	Iteration 39Q: 3 clusters Score -3342453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3342459.750000 Penalty: 4948.346680
	Iteration 40F: 3 clusters Score -3342460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3342458.250000 Penalty: 4948.346680
	Iteration 41Q: 3 clusters Score -3342458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3342458.000000 Penalty: 4948.346680
	Iteration 42Q: 3 clusters Score -3342458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3342456.250000 Penalty: 4948.346680
	Iteration 43Q: 3 clusters Score -3342456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3342456.250000 Penalty: 4948.346680
	Iteration 44Q: 3 clusters Score -3342456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3342455.500000 Penalty: 4948.346680
	Iteration 45Q: 3 clusters Score -3342456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3342459.000000 Penalty: 4948.346680
	Iteration 46Q: 3 clusters Score -3342459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3342456.250000 Penalty: 4948.346680
	Iteration 47Q: 3 clusters Score -3342456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3342460.750000 Penalty: 4948.346680
	Iteration 48Q: 3 clusters Score -3342461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3342464.250000 Penalty: 4948.346680
	Iteration 49Q: 3 clusters Score -3342464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3342463.500000 Penalty: 4948.346680
	Iteration 50Q: 3 clusters Score -3342464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3342463.500000 Penalty: 4948.346680
	Iteration 51F: 3 clusters Score -3342464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -35024.238281 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -35024.24 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 127 members 
Entering Unmasked Estep 
Score: -33781.937500 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -33781.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33876.468750 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -33876.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33902.570312 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -33902.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33909.500000 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -33909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33918.218750 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -33918.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33922.058594 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -33922.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33927.437500 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -33927.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33927.437500 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -33927.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Entering Unmasked Estep 
Score: -4495239.500000 Penalty: 2546.108643
	Iteration 0F: 2 clusters Score -4495240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4475602.000000 Penalty: 5092.217285
	Iteration 0F: 3 clusters Score -4475602 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4482818.500000 Penalty: 5092.217285
	Iteration 1F: 3 clusters Score -4482818 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -4483564.500000 Penalty: 5092.217285
	Iteration 2F: 3 clusters Score -4483564 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4484241.500000 Penalty: 5092.217285
	Iteration 3F: 3 clusters Score -4484242 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4485085.000000 Penalty: 5092.217285
	Iteration 4F: 3 clusters Score -4485085 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4486181.500000 Penalty: 5092.217285
	Iteration 5F: 3 clusters Score -4486182 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4487333.500000 Penalty: 5092.217285
	Iteration 6F: 3 clusters Score -4487334 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4488390.000000 Penalty: 5092.217285
	Iteration 7F: 3 clusters Score -4488390 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4489287.000000 Penalty: 5092.217285
	Iteration 8F: 3 clusters Score -4489287 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4489957.500000 Penalty: 5092.217285
	Iteration 9Q: 3 clusters Score -4489958 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4490548.500000 Penalty: 5092.217285
	Iteration 10Q: 3 clusters Score -4490548 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4491052.500000 Penalty: 5092.217285
	Iteration 11Q: 3 clusters Score -4491052 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4491464.500000 Penalty: 5092.217285
	Iteration 12Q: 3 clusters Score -4491464 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4491822.000000 Penalty: 5092.217285
	Iteration 13Q: 3 clusters Score -4491822 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4492187.500000 Penalty: 5092.217285
	Iteration 14Q: 3 clusters Score -4492188 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4492434.500000 Penalty: 5092.217285
	Iteration 15Q: 3 clusters Score -4492434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4492626.500000 Penalty: 5092.217285
	Iteration 16Q: 3 clusters Score -4492626 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4492747.000000 Penalty: 5092.217285
	Iteration 17Q: 3 clusters Score -4492747 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4492829.500000 Penalty: 5092.217285
	Iteration 18Q: 3 clusters Score -4492830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4492891.000000 Penalty: 5092.217285
	Iteration 19Q: 3 clusters Score -4492891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4492920.000000 Penalty: 5092.217285
	Iteration 20F: 3 clusters Score -4492920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4492964.000000 Penalty: 5092.217285
	Iteration 21Q: 3 clusters Score -4492964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4492985.500000 Penalty: 5092.217285
	Iteration 22Q: 3 clusters Score -4492986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4493006.500000 Penalty: 5092.217285
	Iteration 23Q: 3 clusters Score -4493006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4493008.000000 Penalty: 5092.217285
	Iteration 24Q: 3 clusters Score -4493008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4493022.500000 Penalty: 5092.217285
	Iteration 25Q: 3 clusters Score -4493022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4493025.000000 Penalty: 5092.217285
	Iteration 26Q: 3 clusters Score -4493025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4493033.000000 Penalty: 5092.217285
	Iteration 27Q: 3 clusters Score -4493033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4493030.500000 Penalty: 5092.217285
	Iteration 28Q: 3 clusters Score -4493030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4493033.500000 Penalty: 5092.217285
	Iteration 29Q: 3 clusters Score -4493034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4493033.500000 Penalty: 5092.217285
	Iteration 30F: 3 clusters Score -4493034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -145661.828125 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -145661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -143764.593750 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -143764.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144086.812500 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -144086.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -144205.734375 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -144205.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -144325.687500 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -144325.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144388.328125 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -144388.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -144437.000000 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -144437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -144522.062500 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -144522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144660.437500 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -144660.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144758.093750 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -144758.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144796.437500 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -144796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144821.031250 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -144821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -144836.562500 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -144836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -144857.515625 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -144857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144864.890625 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -144864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144870.703125 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -144870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -144875.593750 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -144875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144878.750000 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -144878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144884.765625 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -144884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144885.609375 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -144885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144885.609375 Penalty: 3407.546387
	Iteration 19F: 3 clusters Score -144885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -2162763.500000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -2162764 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 7272 members 
Entering Unmasked Estep 
Score: -2152288.750000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -2152289 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2155939.250000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -2155939 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2156536.750000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -2156537 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2157118.250000 Penalty: 4751.631348
	Iteration 3F: 3 clusters Score -2157118 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2157695.500000 Penalty: 4751.631348
	Iteration 4F: 3 clusters Score -2157696 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2158289.500000 Penalty: 4751.631348
	Iteration 5F: 3 clusters Score -2158290 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2158904.250000 Penalty: 4751.631348
	Iteration 6F: 3 clusters Score -2158904 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2159430.500000 Penalty: 4751.631348
	Iteration 7F: 3 clusters Score -2159430 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2159855.500000 Penalty: 4751.631348
	Iteration 8Q: 3 clusters Score -2159856 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2160153.500000 Penalty: 4751.631348
	Iteration 9Q: 3 clusters Score -2160154 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2160389.000000 Penalty: 4751.631348
	Iteration 10Q: 3 clusters Score -2160389 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2160550.250000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -2160550 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2160684.000000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -2160684 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2160758.750000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -2160759 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2160815.500000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -2160816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2160867.500000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -2160868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2160889.250000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -2160889 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2160923.000000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -2160923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2160935.000000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -2160935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2160945.750000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -2160946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2160958.750000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -2160959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2160962.750000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -2160963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2160967.500000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -2160968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2160975.250000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -2160975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2160975.000000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -2160975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2160978.250000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -2160978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2160983.500000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -2160984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2160984.250000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -2160984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2160987.000000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -2160987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2160992.750000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -2160993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2160990.000000 Penalty: 4751.631348
	Iteration 30Q: 3 clusters Score -2160990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2160995.000000 Penalty: 4751.631348
	Iteration 31Q: 3 clusters Score -2160995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2160999.750000 Penalty: 4751.631348
	Iteration 32Q: 3 clusters Score -2161000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2160998.500000 Penalty: 4751.631348
	Iteration 33Q: 3 clusters Score -2160998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2161004.000000 Penalty: 4751.631348
	Iteration 34Q: 3 clusters Score -2161004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2161003.500000 Penalty: 4751.631348
	Iteration 35Q: 3 clusters Score -2161004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2160997.500000 Penalty: 4751.631348
	Iteration 36Q: 3 clusters Score -2160998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2161000.250000 Penalty: 4751.631348
	Iteration 37Q: 3 clusters Score -2161000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2161010.750000 Penalty: 4751.631348
	Iteration 38Q: 3 clusters Score -2161011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2161009.750000 Penalty: 4751.631348
	Iteration 39Q: 3 clusters Score -2161010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2161016.250000 Penalty: 4751.631348
	Iteration 40F: 3 clusters Score -2161016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2161011.500000 Penalty: 4751.631348
	Iteration 41Q: 3 clusters Score -2161012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2161011.750000 Penalty: 4751.631348
	Iteration 42Q: 3 clusters Score -2161012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2161012.250000 Penalty: 4751.631348
	Iteration 43Q: 3 clusters Score -2161012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2161013.500000 Penalty: 4751.631348
	Iteration 44Q: 3 clusters Score -2161014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2161020.750000 Penalty: 4751.631348
	Iteration 45Q: 3 clusters Score -2161021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2161021.750000 Penalty: 4751.631348
	Iteration 46Q: 3 clusters Score -2161022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2161019.250000 Penalty: 4751.631348
	Iteration 47Q: 3 clusters Score -2161019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2161017.750000 Penalty: 4751.631348
	Iteration 48Q: 3 clusters Score -2161018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2161017.750000 Penalty: 4751.631348
	Iteration 49F: 3 clusters Score -2161018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -155586.343750 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -155586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153615.859375 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -153615.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154075.562500 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -154075.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154235.562500 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -154235.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154336.234375 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -154336.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -154422.578125 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -154422.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154465.875000 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -154465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154510.234375 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -154510.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -154542.875000 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -154542.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -154572.593750 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -154572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154588.046875 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -154588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -154593.125000 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -154593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -154593.125000 Penalty: 3489.929688
	Iteration 11F: 3 clusters Score -154593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1793697.375000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1793697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1784630.625000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1784631 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1787476.250000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1787476 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1788053.250000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1788053 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1788591.000000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1788591 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1789076.750000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1789077 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1789511.250000 Penalty: 4671.330566
	Iteration 5F: 3 clusters Score -1789511 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1789899.250000 Penalty: 4671.330566
	Iteration 6Q: 3 clusters Score -1789899 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1790249.875000 Penalty: 4671.330566
	Iteration 7Q: 3 clusters Score -1790250 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1790548.250000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1790548 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1790809.000000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1790809 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1791079.125000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1791079 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1791390.125000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1791390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1791664.000000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1791664 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1791910.250000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1791910 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1792084.875000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1792085 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1792220.875000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1792221 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1792321.250000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1792321 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1792413.000000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1792413 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1792470.750000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1792471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1792511.750000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1792512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1792542.625000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1792543 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1792570.125000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1792570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1792590.250000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1792590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1792605.375000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1792605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1792615.625000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1792616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1792631.375000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1792631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1792644.250000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1792644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1792647.750000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1792648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1792654.750000 Penalty: 4671.330566
	Iteration 28Q: 3 clusters Score -1792655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1792667.250000 Penalty: 4671.330566
	Iteration 29Q: 3 clusters Score -1792667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1792671.875000 Penalty: 4671.330566
	Iteration 30Q: 3 clusters Score -1792672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1792679.375000 Penalty: 4671.330566
	Iteration 31Q: 3 clusters Score -1792679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1792689.250000 Penalty: 4671.330566
	Iteration 32Q: 3 clusters Score -1792689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1792695.000000 Penalty: 4671.330566
	Iteration 33Q: 3 clusters Score -1792695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1792702.750000 Penalty: 4671.330566
	Iteration 34Q: 3 clusters Score -1792703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1792712.500000 Penalty: 4671.330566
	Iteration 35Q: 3 clusters Score -1792712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1792712.500000 Penalty: 4671.330566
	Iteration 36Q: 3 clusters Score -1792712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1792723.375000 Penalty: 4671.330566
	Iteration 37Q: 3 clusters Score -1792723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1792726.000000 Penalty: 4671.330566
	Iteration 38Q: 3 clusters Score -1792726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1792726.625000 Penalty: 4671.330566
	Iteration 39Q: 3 clusters Score -1792727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1792728.625000 Penalty: 4671.330566
	Iteration 40F: 3 clusters Score -1792729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1792726.875000 Penalty: 4671.330566
	Iteration 41Q: 3 clusters Score -1792727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1792731.750000 Penalty: 4671.330566
	Iteration 42Q: 3 clusters Score -1792732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1792736.125000 Penalty: 4671.330566
	Iteration 43Q: 3 clusters Score -1792736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1792739.625000 Penalty: 4671.330566
	Iteration 44Q: 3 clusters Score -1792740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1792747.875000 Penalty: 4671.330566
	Iteration 45Q: 3 clusters Score -1792748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1792745.125000 Penalty: 4671.330566
	Iteration 46Q: 3 clusters Score -1792745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1792745.500000 Penalty: 4671.330566
	Iteration 47Q: 3 clusters Score -1792746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1792747.500000 Penalty: 4671.330566
	Iteration 48Q: 3 clusters Score -1792748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1792751.625000 Penalty: 4671.330566
	Iteration 49Q: 3 clusters Score -1792752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1792748.250000 Penalty: 4671.330566
	Iteration 50Q: 3 clusters Score -1792748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1792749.125000 Penalty: 4671.330566
	Iteration 51Q: 3 clusters Score -1792749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1792751.625000 Penalty: 4671.330566
	Iteration 52Q: 3 clusters Score -1792752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1792750.750000 Penalty: 4671.330566
	Iteration 53Q: 3 clusters Score -1792751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1792756.625000 Penalty: 4671.330566
	Iteration 54Q: 3 clusters Score -1792757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1792761.250000 Penalty: 4671.330566
	Iteration 55Q: 3 clusters Score -1792761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1792766.625000 Penalty: 4671.330566
	Iteration 56Q: 3 clusters Score -1792767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1792772.250000 Penalty: 4671.330566
	Iteration 57Q: 3 clusters Score -1792772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1792778.625000 Penalty: 4671.330566
	Iteration 58Q: 3 clusters Score -1792779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1792785.750000 Penalty: 4671.330566
	Iteration 59Q: 3 clusters Score -1792786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1792788.875000 Penalty: 4671.330566
	Iteration 60F: 3 clusters Score -1792789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1792795.875000 Penalty: 4671.330566
	Iteration 61Q: 3 clusters Score -1792796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1792798.375000 Penalty: 4671.330566
	Iteration 62Q: 3 clusters Score -1792798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1792799.500000 Penalty: 4671.330566
	Iteration 63Q: 3 clusters Score -1792800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1792804.750000 Penalty: 4671.330566
	Iteration 64Q: 3 clusters Score -1792805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1792808.125000 Penalty: 4671.330566
	Iteration 65Q: 3 clusters Score -1792808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1792810.250000 Penalty: 4671.330566
	Iteration 66Q: 3 clusters Score -1792810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1792815.750000 Penalty: 4671.330566
	Iteration 67Q: 3 clusters Score -1792816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792816.000000 Penalty: 4671.330566
	Iteration 68Q: 3 clusters Score -1792816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792817.250000 Penalty: 4671.330566
	Iteration 69Q: 3 clusters Score -1792817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1792813.500000 Penalty: 4671.330566
	Iteration 70Q: 3 clusters Score -1792814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1792816.375000 Penalty: 4671.330566
	Iteration 71Q: 3 clusters Score -1792816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792818.750000 Penalty: 4671.330566
	Iteration 72Q: 3 clusters Score -1792819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792818.125000 Penalty: 4671.330566
	Iteration 73Q: 3 clusters Score -1792818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792819.000000 Penalty: 4671.330566
	Iteration 74Q: 3 clusters Score -1792819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1792819.375000 Penalty: 4671.330566
	Iteration 75Q: 3 clusters Score -1792819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1792819.375000 Penalty: 4671.330566
	Iteration 76Q: 3 clusters Score -1792819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1792821.000000 Penalty: 4671.330566
	Iteration 77Q: 3 clusters Score -1792821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1792821.000000 Penalty: 4671.330566
	Iteration 78F: 3 clusters Score -1792821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -137597.546875 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -137597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -135721.546875 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -135721.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136001.812500 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -136001.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136086.250000 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -136086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136133.656250 Penalty: 3386.503906
	Iteration 3Q: 3 clusters Score -136133.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -136160.921875 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -136160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136176.906250 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -136176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136182.484375 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -136182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136185.531250 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -136185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136185.921875 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -136185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136188.265625 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -136188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136191.718750 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -136191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136196.390625 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -136196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136197.687500 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -136197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136197.687500 Penalty: 3386.503906
	Iteration 13F: 3 clusters Score -136197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 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: -59463.027344 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59463.03 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59648.839844 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59648.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59735.691406 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -59735.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59801.925781 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59801.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59853.527344 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59853.53 nChanged 11
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: -59887.660156 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59887.66 nChanged 4
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: -59904.718750 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59904.72 nChanged 2
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: -59919.367188 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59919.37 nChanged 1
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: -59927.144531 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -59927.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59951.445312 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -59951.45 nChanged 4
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: -59960.757812 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -59960.76 nChanged 4
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: -59973.484375 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -59973.48 nChanged 2
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: -59983.500000 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -59983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60000.871094 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -60000.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60018.968750 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -60018.97 nChanged 3
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: -60035.304688 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -60035.3 nChanged 1
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: -60037.953125 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -60037.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60045.277344 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -60045.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60046.964844 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -60046.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60046.964844 Penalty: 3012.230225
	Iteration 19F: 3 clusters Score -60046.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Entering Unmasked Estep 
Score: -2183150.000000 Penalty: 2378.016602
	Iteration 0F: 2 clusters Score -2183150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2172660.250000 Penalty: 4756.033203
	Iteration 0F: 3 clusters Score -2172660 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2176262.000000 Penalty: 4756.033203
	Iteration 1F: 3 clusters Score -2176262 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2176857.500000 Penalty: 4756.033203
	Iteration 2F: 3 clusters Score -2176858 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2177422.250000 Penalty: 4756.033203
	Iteration 3F: 3 clusters Score -2177422 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2178005.750000 Penalty: 4756.033203
	Iteration 4F: 3 clusters Score -2178006 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2178723.000000 Penalty: 4756.033203
	Iteration 5F: 3 clusters Score -2178723 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2179382.750000 Penalty: 4756.033203
	Iteration 6F: 3 clusters Score -2179383 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2179969.250000 Penalty: 4756.033203
	Iteration 7Q: 3 clusters Score -2179969 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2180494.750000 Penalty: 4756.033203
	Iteration 8Q: 3 clusters Score -2180495 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2180932.750000 Penalty: 4756.033203
	Iteration 9Q: 3 clusters Score -2180933 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2181347.500000 Penalty: 4756.033203
	Iteration 10Q: 3 clusters Score -2181348 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2181626.000000 Penalty: 4756.033203
	Iteration 11Q: 3 clusters Score -2181626 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2181783.750000 Penalty: 4756.033203
	Iteration 12Q: 3 clusters Score -2181784 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2181850.500000 Penalty: 4756.033203
	Iteration 13Q: 3 clusters Score -2181850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2181884.250000 Penalty: 4756.033203
	Iteration 14Q: 3 clusters Score -2181884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2181903.750000 Penalty: 4756.033203
	Iteration 15Q: 3 clusters Score -2181904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2181913.000000 Penalty: 4756.033203
	Iteration 16Q: 3 clusters Score -2181913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2181921.500000 Penalty: 4756.033203
	Iteration 17Q: 3 clusters Score -2181922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2181923.750000 Penalty: 4756.033203
	Iteration 18Q: 3 clusters Score -2181924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2181936.750000 Penalty: 4756.033203
	Iteration 19Q: 3 clusters Score -2181937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2181939.750000 Penalty: 4756.033203
	Iteration 20F: 3 clusters Score -2181940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2181942.750000 Penalty: 4756.033203
	Iteration 21Q: 3 clusters Score -2181943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2181942.500000 Penalty: 4756.033203
	Iteration 22Q: 3 clusters Score -2181942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2181939.250000 Penalty: 4756.033203
	Iteration 23Q: 3 clusters Score -2181939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2181940.250000 Penalty: 4756.033203
	Iteration 24Q: 3 clusters Score -2181940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2181943.250000 Penalty: 4756.033203
	Iteration 25Q: 3 clusters Score -2181943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2181943.250000 Penalty: 4756.033203
	Iteration 26Q: 3 clusters Score -2181943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2181941.500000 Penalty: 4756.033203
	Iteration 27Q: 3 clusters Score -2181942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2181940.750000 Penalty: 4756.033203
	Iteration 28Q: 3 clusters Score -2181941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2181940.750000 Penalty: 4756.033203
	Iteration 29F: 3 clusters Score -2181941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Entering Unmasked Estep 
Score: -3383677.250000 Penalty: 2478.594727
	Iteration 0F: 2 clusters Score -3383677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3368508.750000 Penalty: 4957.189453
	Iteration 0F: 3 clusters Score -3368509 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3373813.250000 Penalty: 4957.189453
	Iteration 1F: 3 clusters Score -3373813 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3374383.500000 Penalty: 4957.189453
	Iteration 2F: 3 clusters Score -3374384 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3374878.250000 Penalty: 4957.189453
	Iteration 3F: 3 clusters Score -3374878 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3375354.750000 Penalty: 4957.189453
	Iteration 4Q: 3 clusters Score -3375355 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3375823.750000 Penalty: 4957.189453
	Iteration 5Q: 3 clusters Score -3375824 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3376358.000000 Penalty: 4957.189453
	Iteration 6Q: 3 clusters Score -3376358 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3376944.500000 Penalty: 4957.189453
	Iteration 7Q: 3 clusters Score -3376944 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3377522.250000 Penalty: 4957.189453
	Iteration 8F: 3 clusters Score -3377522 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3378065.750000 Penalty: 4957.189453
	Iteration 9Q: 3 clusters Score -3378066 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3378539.250000 Penalty: 4957.189453
	Iteration 10Q: 3 clusters Score -3378539 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3378964.500000 Penalty: 4957.189453
	Iteration 11Q: 3 clusters Score -3378964 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3379303.000000 Penalty: 4957.189453
	Iteration 12Q: 3 clusters Score -3379303 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3379561.500000 Penalty: 4957.189453
	Iteration 13Q: 3 clusters Score -3379562 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3379799.250000 Penalty: 4957.189453
	Iteration 14Q: 3 clusters Score -3379799 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3379987.000000 Penalty: 4957.189453
	Iteration 15Q: 3 clusters Score -3379987 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3380128.750000 Penalty: 4957.189453
	Iteration 16Q: 3 clusters Score -3380129 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3380210.750000 Penalty: 4957.189453
	Iteration 17Q: 3 clusters Score -3380211 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3380252.500000 Penalty: 4957.189453
	Iteration 18Q: 3 clusters Score -3380252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3380280.500000 Penalty: 4957.189453
	Iteration 19Q: 3 clusters Score -3380280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3380304.250000 Penalty: 4957.189453
	Iteration 20F: 3 clusters Score -3380304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3380320.500000 Penalty: 4957.189453
	Iteration 21Q: 3 clusters Score -3380320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3380325.250000 Penalty: 4957.189453
	Iteration 22Q: 3 clusters Score -3380325 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3380336.250000 Penalty: 4957.189453
	Iteration 23Q: 3 clusters Score -3380336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3380343.500000 Penalty: 4957.189453
	Iteration 24Q: 3 clusters Score -3380344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3380367.500000 Penalty: 4957.189453
	Iteration 25Q: 3 clusters Score -3380368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3380368.500000 Penalty: 4957.189453
	Iteration 26Q: 3 clusters Score -3380368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3380384.000000 Penalty: 4957.189453
	Iteration 27Q: 3 clusters Score -3380384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3380387.250000 Penalty: 4957.189453
	Iteration 28Q: 3 clusters Score -3380387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3380398.250000 Penalty: 4957.189453
	Iteration 29Q: 3 clusters Score -3380398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3380400.000000 Penalty: 4957.189453
	Iteration 30Q: 3 clusters Score -3380400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3380399.750000 Penalty: 4957.189453
	Iteration 31Q: 3 clusters Score -3380400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3380409.000000 Penalty: 4957.189453
	Iteration 32Q: 3 clusters Score -3380409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3380411.000000 Penalty: 4957.189453
	Iteration 33Q: 3 clusters Score -3380411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3380435.000000 Penalty: 4957.189453
	Iteration 34Q: 3 clusters Score -3380435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3380438.250000 Penalty: 4957.189453
	Iteration 35Q: 3 clusters Score -3380438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3380439.500000 Penalty: 4957.189453
	Iteration 36Q: 3 clusters Score -3380440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3380440.500000 Penalty: 4957.189453
	Iteration 37Q: 3 clusters Score -3380440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3380452.000000 Penalty: 4957.189453
	Iteration 38Q: 3 clusters Score -3380452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3380459.500000 Penalty: 4957.189453
	Iteration 39Q: 3 clusters Score -3380460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3380484.500000 Penalty: 4957.189453
	Iteration 40F: 3 clusters Score -3380484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3380492.000000 Penalty: 4957.189453
	Iteration 41Q: 3 clusters Score -3380492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3380513.750000 Penalty: 4957.189453
	Iteration 42Q: 3 clusters Score -3380514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3380538.000000 Penalty: 4957.189453
	Iteration 43Q: 3 clusters Score -3380538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3380562.750000 Penalty: 4957.189453
	Iteration 44Q: 3 clusters Score -3380563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3380565.000000 Penalty: 4957.189453
	Iteration 45Q: 3 clusters Score -3380565 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3380589.750000 Penalty: 4957.189453
	Iteration 46Q: 3 clusters Score -3380590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3380620.000000 Penalty: 4957.189453
	Iteration 47Q: 3 clusters Score -3380620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3380628.000000 Penalty: 4957.189453
	Iteration 48Q: 3 clusters Score -3380628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3380667.250000 Penalty: 4957.189453
	Iteration 49Q: 3 clusters Score -3380667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3380708.750000 Penalty: 4957.189453
	Iteration 50Q: 3 clusters Score -3380709 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3380753.250000 Penalty: 4957.189453
	Iteration 51Q: 3 clusters Score -3380753 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3380792.250000 Penalty: 4957.189453
	Iteration 52Q: 3 clusters Score -3380792 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3380852.500000 Penalty: 4957.189453
	Iteration 53Q: 3 clusters Score -3380852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3380925.250000 Penalty: 4957.189453
	Iteration 54Q: 3 clusters Score -3380925 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3381017.000000 Penalty: 4957.189453
	Iteration 55Q: 3 clusters Score -3381017 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3381097.750000 Penalty: 4957.189453
	Iteration 56Q: 3 clusters Score -3381098 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3381179.000000 Penalty: 4957.189453
	Iteration 57Q: 3 clusters Score -3381179 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3381303.000000 Penalty: 4957.189453
	Iteration 58Q: 3 clusters Score -3381303 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3381415.500000 Penalty: 4957.189453
	Iteration 59Q: 3 clusters Score -3381416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3381530.500000 Penalty: 4957.189453
	Iteration 60F: 3 clusters Score -3381530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3381653.000000 Penalty: 4957.189453
	Iteration 61Q: 3 clusters Score -3381653 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3381750.500000 Penalty: 4957.189453
	Iteration 62Q: 3 clusters Score -3381750 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3381845.250000 Penalty: 4957.189453
	Iteration 63Q: 3 clusters Score -3381845 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3381899.750000 Penalty: 4957.189453
	Iteration 64Q: 3 clusters Score -3381900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3381972.750000 Penalty: 4957.189453
	Iteration 65Q: 3 clusters Score -3381973 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3382015.500000 Penalty: 4957.189453
	Iteration 66Q: 3 clusters Score -3382016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3382045.000000 Penalty: 4957.189453
	Iteration 67Q: 3 clusters Score -3382045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3382066.000000 Penalty: 4957.189453
	Iteration 68Q: 3 clusters Score -3382066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3382092.250000 Penalty: 4957.189453
	Iteration 69Q: 3 clusters Score -3382092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3382101.250000 Penalty: 4957.189453
	Iteration 70Q: 3 clusters Score -3382101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3382116.000000 Penalty: 4957.189453
	Iteration 71Q: 3 clusters Score -3382116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3382118.250000 Penalty: 4957.189453
	Iteration 72Q: 3 clusters Score -3382118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3382149.750000 Penalty: 4957.189453
	Iteration 73Q: 3 clusters Score -3382150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3382154.750000 Penalty: 4957.189453
	Iteration 74Q: 3 clusters Score -3382155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3382164.000000 Penalty: 4957.189453
	Iteration 75Q: 3 clusters Score -3382164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3382168.750000 Penalty: 4957.189453
	Iteration 76Q: 3 clusters Score -3382169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3382177.500000 Penalty: 4957.189453
	Iteration 77Q: 3 clusters Score -3382178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3382175.750000 Penalty: 4957.189453
	Iteration 78Q: 3 clusters Score -3382176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3382179.500000 Penalty: 4957.189453
	Iteration 79Q: 3 clusters Score -3382180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3382182.750000 Penalty: 4957.189453
	Iteration 80F: 3 clusters Score -3382183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3382188.750000 Penalty: 4957.189453
	Iteration 81Q: 3 clusters Score -3382189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3382194.250000 Penalty: 4957.189453
	Iteration 82Q: 3 clusters Score -3382194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3382196.000000 Penalty: 4957.189453
	Iteration 83Q: 3 clusters Score -3382196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3382198.250000 Penalty: 4957.189453
	Iteration 84Q: 3 clusters Score -3382198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3382196.500000 Penalty: 4957.189453
	Iteration 85Q: 3 clusters Score -3382196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3382203.500000 Penalty: 4957.189453
	Iteration 86Q: 3 clusters Score -3382204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3382211.750000 Penalty: 4957.189453
	Iteration 87Q: 3 clusters Score -3382212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3382210.000000 Penalty: 4957.189453
	Iteration 88Q: 3 clusters Score -3382210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3382219.250000 Penalty: 4957.189453
	Iteration 89Q: 3 clusters Score -3382219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3382219.250000 Penalty: 4957.189453
	Iteration 90Q: 3 clusters Score -3382219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3382222.750000 Penalty: 4957.189453
	Iteration 91Q: 3 clusters Score -3382223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3382228.000000 Penalty: 4957.189453
	Iteration 92Q: 3 clusters Score -3382228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3382229.000000 Penalty: 4957.189453
	Iteration 93Q: 3 clusters Score -3382229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3382232.500000 Penalty: 4957.189453
	Iteration 94Q: 3 clusters Score -3382232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3382229.000000 Penalty: 4957.189453
	Iteration 95Q: 3 clusters Score -3382229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3382230.750000 Penalty: 4957.189453
	Iteration 96Q: 3 clusters Score -3382231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3382230.750000 Penalty: 4957.189453
	Iteration 97F: 3 clusters Score -3382231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1233168.250000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1233168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1226560.375000 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1226560 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1228410.875000 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1228411 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1228709.000000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1228709 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1228917.500000 Penalty: 4476.804688
	Iteration 3F: 3 clusters Score -1228918 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1229096.750000 Penalty: 4476.804688
	Iteration 4Q: 3 clusters Score -1229097 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1229247.625000 Penalty: 4476.804688
	Iteration 5Q: 3 clusters Score -1229248 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1229389.125000 Penalty: 4476.804688
	Iteration 6Q: 3 clusters Score -1229389 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1229501.250000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1229501 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1229607.000000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1229607 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1229700.125000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1229700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1229800.250000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1229800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1229916.000000 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1229916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1230034.250000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1230034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1230139.500000 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1230140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1230235.250000 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1230235 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1230339.625000 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1230340 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1230438.750000 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1230439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1230536.500000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1230536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1230630.750000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1230631 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1230709.125000 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1230709 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1230773.625000 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1230774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1230835.250000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1230835 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1230904.250000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1230904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1230996.625000 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1230997 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1231067.875000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1231068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1231159.750000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1231160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1231242.750000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1231243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1231315.125000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1231315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1231371.375000 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1231371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1231408.375000 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1231408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1231438.250000 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1231438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1231466.875000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1231467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1231488.500000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1231488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1231507.875000 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1231508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1231521.125000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1231521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1231536.750000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1231537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1231555.625000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1231556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1231570.375000 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1231570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1231576.875000 Penalty: 4476.804688
	Iteration 38Q: 3 clusters Score -1231577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1231581.625000 Penalty: 4476.804688
	Iteration 39Q: 3 clusters Score -1231582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1231588.875000 Penalty: 4476.804688
	Iteration 40F: 3 clusters Score -1231589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1231597.000000 Penalty: 4476.804688
	Iteration 41Q: 3 clusters Score -1231597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1231606.750000 Penalty: 4476.804688
	Iteration 42Q: 3 clusters Score -1231607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1231611.875000 Penalty: 4476.804688
	Iteration 43Q: 3 clusters Score -1231612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1231618.500000 Penalty: 4476.804688
	Iteration 44Q: 3 clusters Score -1231618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1231628.125000 Penalty: 4476.804688
	Iteration 45Q: 3 clusters Score -1231628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1231640.250000 Penalty: 4476.804688
	Iteration 46Q: 3 clusters Score -1231640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1231655.250000 Penalty: 4476.804688
	Iteration 47Q: 3 clusters Score -1231655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1231664.500000 Penalty: 4476.804688
	Iteration 48Q: 3 clusters Score -1231664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1231674.875000 Penalty: 4476.804688
	Iteration 49Q: 3 clusters Score -1231675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1231684.500000 Penalty: 4476.804688
	Iteration 50Q: 3 clusters Score -1231684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1231690.875000 Penalty: 4476.804688
	Iteration 51Q: 3 clusters Score -1231691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1231697.500000 Penalty: 4476.804688
	Iteration 52Q: 3 clusters Score -1231698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1231703.500000 Penalty: 4476.804688
	Iteration 53Q: 3 clusters Score -1231704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1231708.250000 Penalty: 4476.804688
	Iteration 54Q: 3 clusters Score -1231708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1231711.500000 Penalty: 4476.804688
	Iteration 55Q: 3 clusters Score -1231712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1231713.875000 Penalty: 4476.804688
	Iteration 56Q: 3 clusters Score -1231714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1231719.250000 Penalty: 4476.804688
	Iteration 57Q: 3 clusters Score -1231719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1231726.625000 Penalty: 4476.804688
	Iteration 58Q: 3 clusters Score -1231727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1231729.875000 Penalty: 4476.804688
	Iteration 59Q: 3 clusters Score -1231730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1231736.125000 Penalty: 4476.804688
	Iteration 60F: 3 clusters Score -1231736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1231738.625000 Penalty: 4476.804688
	Iteration 61Q: 3 clusters Score -1231739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1231741.375000 Penalty: 4476.804688
	Iteration 62Q: 3 clusters Score -1231741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1231743.000000 Penalty: 4476.804688
	Iteration 63Q: 3 clusters Score -1231743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1231742.625000 Penalty: 4476.804688
	Iteration 64Q: 3 clusters Score -1231743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1231745.500000 Penalty: 4476.804688
	Iteration 65Q: 3 clusters Score -1231746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1231745.875000 Penalty: 4476.804688
	Iteration 66Q: 3 clusters Score -1231746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1231749.500000 Penalty: 4476.804688
	Iteration 67Q: 3 clusters Score -1231750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1231748.500000 Penalty: 4476.804688
	Iteration 68Q: 3 clusters Score -1231748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1231748.625000 Penalty: 4476.804688
	Iteration 69Q: 3 clusters Score -1231749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1231749.875000 Penalty: 4476.804688
	Iteration 70Q: 3 clusters Score -1231750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1231749.000000 Penalty: 4476.804688
	Iteration 71Q: 3 clusters Score -1231749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1231749.000000 Penalty: 4476.804688
	Iteration 72F: 3 clusters Score -1231749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Entering Unmasked Estep 
Score: -9716805.000000 Penalty: 2739.918945
	Iteration 0F: 2 clusters Score -9716805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -9674804.000000 Penalty: 5479.837891
	Iteration 0F: 3 clusters Score -9674804 nChanged 29352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -9691271.000000 Penalty: 5479.837891
	Iteration 1F: 3 clusters Score -9691271 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -9692023.000000 Penalty: 5479.837891
	Iteration 2Q: 3 clusters Score -9692023 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -9693028.000000 Penalty: 5479.837891
	Iteration 3Q: 3 clusters Score -9693028 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -9694683.000000 Penalty: 5479.837891
	Iteration 4F: 3 clusters Score -9694683 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -9697237.000000 Penalty: 5479.837891
	Iteration 5F: 3 clusters Score -9697237 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -9700805.000000 Penalty: 5479.837891
	Iteration 6F: 3 clusters Score -9700805 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -9705026.000000 Penalty: 5479.837891
	Iteration 7F: 3 clusters Score -9705026 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -9709039.000000 Penalty: 5479.837891
	Iteration 8F: 3 clusters Score -9709039 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9711903.000000 Penalty: 5479.837891
	Iteration 9Q: 3 clusters Score -9711903 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9713368.000000 Penalty: 5479.837891
	Iteration 10Q: 3 clusters Score -9713368 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9713906.000000 Penalty: 5479.837891
	Iteration 11Q: 3 clusters Score -9713906 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9714147.000000 Penalty: 5479.837891
	Iteration 12Q: 3 clusters Score -9714147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9714257.000000 Penalty: 5479.837891
	Iteration 13Q: 3 clusters Score -9714257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9714312.000000 Penalty: 5479.837891
	Iteration 14Q: 3 clusters Score -9714312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9714339.000000 Penalty: 5479.837891
	Iteration 15Q: 3 clusters Score -9714339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9714372.000000 Penalty: 5479.837891
	Iteration 16Q: 3 clusters Score -9714372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9714375.000000 Penalty: 5479.837891
	Iteration 17Q: 3 clusters Score -9714375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9714382.000000 Penalty: 5479.837891
	Iteration 18Q: 3 clusters Score -9714382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9714397.000000 Penalty: 5479.837891
	Iteration 19Q: 3 clusters Score -9714397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9714408.000000 Penalty: 5479.837891
	Iteration 20F: 3 clusters Score -9714408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9714410.000000 Penalty: 5479.837891
	Iteration 21Q: 3 clusters Score -9714410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9714418.000000 Penalty: 5479.837891
	Iteration 22Q: 3 clusters Score -9714418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9714418.000000 Penalty: 5479.837891
	Iteration 23Q: 3 clusters Score -9714418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9714423.000000 Penalty: 5479.837891
	Iteration 24Q: 3 clusters Score -9714423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9714416.000000 Penalty: 5479.837891
	Iteration 25Q: 3 clusters Score -9714416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9714418.000000 Penalty: 5479.837891
	Iteration 26Q: 3 clusters Score -9714418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9714423.000000 Penalty: 5479.837891
	Iteration 27Q: 3 clusters Score -9714423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9714428.000000 Penalty: 5479.837891
	Iteration 28Q: 3 clusters Score -9714428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9714433.000000 Penalty: 5479.837891
	Iteration 29Q: 3 clusters Score -9714433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9714440.000000 Penalty: 5479.837891
	Iteration 30Q: 3 clusters Score -9714440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9714445.000000 Penalty: 5479.837891
	Iteration 31Q: 3 clusters Score -9714445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9714451.000000 Penalty: 5479.837891
	Iteration 32Q: 3 clusters Score -9714451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9714458.000000 Penalty: 5479.837891
	Iteration 33Q: 3 clusters Score -9714458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9714457.000000 Penalty: 5479.837891
	Iteration 34Q: 3 clusters Score -9714457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9714464.000000 Penalty: 5479.837891
	Iteration 35Q: 3 clusters Score -9714464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9714465.000000 Penalty: 5479.837891
	Iteration 36Q: 3 clusters Score -9714465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9714467.000000 Penalty: 5479.837891
	Iteration 37Q: 3 clusters Score -9714467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9714474.000000 Penalty: 5479.837891
	Iteration 38Q: 3 clusters Score -9714474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9714477.000000 Penalty: 5479.837891
	Iteration 39Q: 3 clusters Score -9714477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9714477.000000 Penalty: 5479.837891
	Iteration 40F: 3 clusters Score -9714477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9714480.000000 Penalty: 5479.837891
	Iteration 41Q: 3 clusters Score -9714480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9714480.000000 Penalty: 5479.837891
	Iteration 42F: 3 clusters Score -9714480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -192103.171875 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -192103.2 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 655 members 
Entering Unmasked Estep 
Score: -189957.359375 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -189957.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -190435.140625 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -190435.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190676.656250 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -190676.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -190877.093750 Penalty: 3577.663818
	Iteration 3F: 3 clusters Score -190877.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191043.984375 Penalty: 3577.663818
	Iteration 4F: 3 clusters Score -191044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -191170.593750 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -191170.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -191279.171875 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -191279.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191378.437500 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -191378.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -191446.234375 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -191446.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191467.515625 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -191467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191475.125000 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -191475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191477.343750 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -191477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191477.984375 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -191478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191477.984375 Penalty: 3577.663818
	Iteration 13F: 3 clusters Score -191478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -5919139.500000 Penalty: 2615.902832
	Iteration 0F: 2 clusters Score -5919140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5893397.500000 Penalty: 5231.805664
	Iteration 0F: 3 clusters Score -5893398 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -5903173.000000 Penalty: 5231.805664
	Iteration 1F: 3 clusters Score -5903173 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5903999.500000 Penalty: 5231.805664
	Iteration 2F: 3 clusters Score -5904000 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -5904923.500000 Penalty: 5231.805664
	Iteration 3F: 3 clusters Score -5904924 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5906024.500000 Penalty: 5231.805664
	Iteration 4F: 3 clusters Score -5906024 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5907061.500000 Penalty: 5231.805664
	Iteration 5F: 3 clusters Score -5907062 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5907994.500000 Penalty: 5231.805664
	Iteration 6F: 3 clusters Score -5907994 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5908737.000000 Penalty: 5231.805664
	Iteration 7Q: 3 clusters Score -5908737 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5909328.000000 Penalty: 5231.805664
	Iteration 8Q: 3 clusters Score -5909328 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -5909790.500000 Penalty: 5231.805664
	Iteration 9Q: 3 clusters Score -5909790 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5910121.000000 Penalty: 5231.805664
	Iteration 10Q: 3 clusters Score -5910121 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5910363.000000 Penalty: 5231.805664
	Iteration 11Q: 3 clusters Score -5910363 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5910506.000000 Penalty: 5231.805664
	Iteration 12Q: 3 clusters Score -5910506 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5910659.000000 Penalty: 5231.805664
	Iteration 13Q: 3 clusters Score -5910659 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5910782.500000 Penalty: 5231.805664
	Iteration 14Q: 3 clusters Score -5910782 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5910903.000000 Penalty: 5231.805664
	Iteration 15Q: 3 clusters Score -5910903 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5911065.000000 Penalty: 5231.805664
	Iteration 16Q: 3 clusters Score -5911065 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5911219.000000 Penalty: 5231.805664
	Iteration 17Q: 3 clusters Score -5911219 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5911438.500000 Penalty: 5231.805664
	Iteration 18Q: 3 clusters Score -5911438 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5911716.500000 Penalty: 5231.805664
	Iteration 19Q: 3 clusters Score -5911716 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5912066.000000 Penalty: 5231.805664
	Iteration 20F: 3 clusters Score -5912066 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5912572.500000 Penalty: 5231.805664
	Iteration 21Q: 3 clusters Score -5912572 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5913021.500000 Penalty: 5231.805664
	Iteration 22Q: 3 clusters Score -5913022 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -5913610.500000 Penalty: 5231.805664
	Iteration 23Q: 3 clusters Score -5913610 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5914214.500000 Penalty: 5231.805664
	Iteration 24Q: 3 clusters Score -5914214 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5914817.000000 Penalty: 5231.805664
	Iteration 25Q: 3 clusters Score -5914817 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5915368.000000 Penalty: 5231.805664
	Iteration 26Q: 3 clusters Score -5915368 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5915811.500000 Penalty: 5231.805664
	Iteration 27Q: 3 clusters Score -5915812 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5916150.000000 Penalty: 5231.805664
	Iteration 28Q: 3 clusters Score -5916150 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5916360.500000 Penalty: 5231.805664
	Iteration 29Q: 3 clusters Score -5916360 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5916491.500000 Penalty: 5231.805664
	Iteration 30Q: 3 clusters Score -5916492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5916604.000000 Penalty: 5231.805664
	Iteration 31Q: 3 clusters Score -5916604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5916691.000000 Penalty: 5231.805664
	Iteration 32Q: 3 clusters Score -5916691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5916718.500000 Penalty: 5231.805664
	Iteration 33Q: 3 clusters Score -5916718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5916737.500000 Penalty: 5231.805664
	Iteration 34Q: 3 clusters Score -5916738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5916771.000000 Penalty: 5231.805664
	Iteration 35Q: 3 clusters Score -5916771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5916795.000000 Penalty: 5231.805664
	Iteration 36Q: 3 clusters Score -5916795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5916811.500000 Penalty: 5231.805664
	Iteration 37Q: 3 clusters Score -5916812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5916827.500000 Penalty: 5231.805664
	Iteration 38Q: 3 clusters Score -5916828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5916831.000000 Penalty: 5231.805664
	Iteration 39Q: 3 clusters Score -5916831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5916848.500000 Penalty: 5231.805664
	Iteration 40F: 3 clusters Score -5916848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5916861.000000 Penalty: 5231.805664
	Iteration 41Q: 3 clusters Score -5916861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5916873.000000 Penalty: 5231.805664
	Iteration 42Q: 3 clusters Score -5916873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5916871.500000 Penalty: 5231.805664
	Iteration 43Q: 3 clusters Score -5916872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5916882.000000 Penalty: 5231.805664
	Iteration 44Q: 3 clusters Score -5916882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5916884.500000 Penalty: 5231.805664
	Iteration 45Q: 3 clusters Score -5916884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5916876.000000 Penalty: 5231.805664
	Iteration 46Q: 3 clusters Score -5916876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5916880.000000 Penalty: 5231.805664
	Iteration 47Q: 3 clusters Score -5916880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5916880.000000 Penalty: 5231.805664
	Iteration 48F: 3 clusters Score -5916880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Entering Unmasked Estep 
Score: -16315167.000000 Penalty: 2863.435059
	Iteration 0F: 2 clusters Score -1.631517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -16250927.000000 Penalty: 5726.870117
	Iteration 0F: 3 clusters Score -1.625093e+07 nChanged 49124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -16279657.000000 Penalty: 5726.870117
	Iteration 1F: 3 clusters Score -1.627966e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -16281086.000000 Penalty: 5726.870117
	Iteration 2Q: 3 clusters Score -1.628109e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -16283472.000000 Penalty: 5726.870117
	Iteration 3Q: 3 clusters Score -1.628347e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -16286650.000000 Penalty: 5726.870117
	Iteration 4F: 3 clusters Score -1.628665e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -16290451.000000 Penalty: 5726.870117
	Iteration 5F: 3 clusters Score -1.629045e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -16294084.000000 Penalty: 5726.870117
	Iteration 6F: 3 clusters Score -1.629408e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -16296998.000000 Penalty: 5726.870117
	Iteration 7F: 3 clusters Score -1.6297e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -16298943.000000 Penalty: 5726.870117
	Iteration 8Q: 3 clusters Score -1.629894e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -16300076.000000 Penalty: 5726.870117
	Iteration 9Q: 3 clusters Score -1.630008e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -16300840.000000 Penalty: 5726.870117
	Iteration 10Q: 3 clusters Score -1.630084e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -16301465.000000 Penalty: 5726.870117
	Iteration 11Q: 3 clusters Score -1.630146e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -16301952.000000 Penalty: 5726.870117
	Iteration 12Q: 3 clusters Score -1.630195e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -16302354.000000 Penalty: 5726.870117
	Iteration 13Q: 3 clusters Score -1.630235e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -16302806.000000 Penalty: 5726.870117
	Iteration 14Q: 3 clusters Score -1.630281e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -16303296.000000 Penalty: 5726.870117
	Iteration 15Q: 3 clusters Score -1.63033e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -16303702.000000 Penalty: 5726.870117
	Iteration 16Q: 3 clusters Score -1.63037e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -16304078.000000 Penalty: 5726.870117
	Iteration 17Q: 3 clusters Score -1.630408e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -16304283.000000 Penalty: 5726.870117
	Iteration 18Q: 3 clusters Score -1.630428e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -16304483.000000 Penalty: 5726.870117
	Iteration 19Q: 3 clusters Score -1.630448e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -16304590.000000 Penalty: 5726.870117
	Iteration 20F: 3 clusters Score -1.630459e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -16304600.000000 Penalty: 5726.870117
	Iteration 21Q: 3 clusters Score -1.63046e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -16304635.000000 Penalty: 5726.870117
	Iteration 22Q: 3 clusters Score -1.630464e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -16304630.000000 Penalty: 5726.870117
	Iteration 23Q: 3 clusters Score -1.630463e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -16304655.000000 Penalty: 5726.870117
	Iteration 24Q: 3 clusters Score -1.630466e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -16304680.000000 Penalty: 5726.870117
	Iteration 25Q: 3 clusters Score -1.630468e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -16304751.000000 Penalty: 5726.870117
	Iteration 26Q: 3 clusters Score -1.630475e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -16304786.000000 Penalty: 5726.870117
	Iteration 27Q: 3 clusters Score -1.630479e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -16304816.000000 Penalty: 5726.870117
	Iteration 28Q: 3 clusters Score -1.630482e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -16304805.000000 Penalty: 5726.870117
	Iteration 29Q: 3 clusters Score -1.63048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -16304790.000000 Penalty: 5726.870117
	Iteration 30Q: 3 clusters Score -1.630479e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -16304803.000000 Penalty: 5726.870117
	Iteration 31Q: 3 clusters Score -1.63048e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -16304857.000000 Penalty: 5726.870117
	Iteration 32Q: 3 clusters Score -1.630486e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -16304855.000000 Penalty: 5726.870117
	Iteration 33Q: 3 clusters Score -1.630486e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -16304841.000000 Penalty: 5726.870117
	Iteration 34Q: 3 clusters Score -1.630484e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -16304868.000000 Penalty: 5726.870117
	Iteration 35Q: 3 clusters Score -1.630487e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -16304855.000000 Penalty: 5726.870117
	Iteration 36Q: 3 clusters Score -1.630486e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -16304839.000000 Penalty: 5726.870117
	Iteration 37Q: 3 clusters Score -1.630484e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -16304866.000000 Penalty: 5726.870117
	Iteration 38Q: 3 clusters Score -1.630487e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -16304876.000000 Penalty: 5726.870117
	Iteration 39Q: 3 clusters Score -1.630488e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -16304872.000000 Penalty: 5726.870117
	Iteration 40F: 3 clusters Score -1.630487e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -16304842.000000 Penalty: 5726.870117
	Iteration 41Q: 3 clusters Score -1.630484e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -16304810.000000 Penalty: 5726.870117
	Iteration 42Q: 3 clusters Score -1.630481e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -16304853.000000 Penalty: 5726.870117
	Iteration 43Q: 3 clusters Score -1.630485e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -16304838.000000 Penalty: 5726.870117
	Iteration 44Q: 3 clusters Score -1.630484e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -16304843.000000 Penalty: 5726.870117
	Iteration 45Q: 3 clusters Score -1.630484e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -16304819.000000 Penalty: 5726.870117
	Iteration 46Q: 3 clusters Score -1.630482e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -16304856.000000 Penalty: 5726.870117
	Iteration 47Q: 3 clusters Score -1.630486e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -16304854.000000 Penalty: 5726.870117
	Iteration 48Q: 3 clusters Score -1.630485e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -16304838.000000 Penalty: 5726.870117
	Iteration 49Q: 3 clusters Score -1.630484e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -16304834.000000 Penalty: 5726.870117
	Iteration 50Q: 3 clusters Score -1.630483e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -16304828.000000 Penalty: 5726.870117
	Iteration 51Q: 3 clusters Score -1.630483e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -16304849.000000 Penalty: 5726.870117
	Iteration 52Q: 3 clusters Score -1.630485e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -16304838.000000 Penalty: 5726.870117
	Iteration 53Q: 3 clusters Score -1.630484e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -16304829.000000 Penalty: 5726.870117
	Iteration 54Q: 3 clusters Score -1.630483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -16304860.000000 Penalty: 5726.870117
	Iteration 55Q: 3 clusters Score -1.630486e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -16304854.000000 Penalty: 5726.870117
	Iteration 56Q: 3 clusters Score -1.630485e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -16304872.000000 Penalty: 5726.870117
	Iteration 57Q: 3 clusters Score -1.630487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -16304882.000000 Penalty: 5726.870117
	Iteration 58Q: 3 clusters Score -1.630488e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -16304868.000000 Penalty: 5726.870117
	Iteration 59Q: 3 clusters Score -1.630487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -16304873.000000 Penalty: 5726.870117
	Iteration 60F: 3 clusters Score -1.630487e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -16304822.000000 Penalty: 5726.870117
	Iteration 61Q: 3 clusters Score -1.630482e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -16304842.000000 Penalty: 5726.870117
	Iteration 62Q: 3 clusters Score -1.630484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -16304859.000000 Penalty: 5726.870117
	Iteration 63Q: 3 clusters Score -1.630486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -16304869.000000 Penalty: 5726.870117
	Iteration 64Q: 3 clusters Score -1.630487e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -16304855.000000 Penalty: 5726.870117
	Iteration 65Q: 3 clusters Score -1.630486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -16304859.000000 Penalty: 5726.870117
	Iteration 66Q: 3 clusters Score -1.630486e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -16304868.000000 Penalty: 5726.870117
	Iteration 67Q: 3 clusters Score -1.630487e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -16304872.000000 Penalty: 5726.870117
	Iteration 68Q: 3 clusters Score -1.630487e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -16304856.000000 Penalty: 5726.870117
	Iteration 69Q: 3 clusters Score -1.630486e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -16304860.000000 Penalty: 5726.870117
	Iteration 70Q: 3 clusters Score -1.630486e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -16304842.000000 Penalty: 5726.870117
	Iteration 71Q: 3 clusters Score -1.630484e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -16304856.000000 Penalty: 5726.870117
	Iteration 72Q: 3 clusters Score -1.630486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -16304878.000000 Penalty: 5726.870117
	Iteration 73Q: 3 clusters Score -1.630488e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -16304902.000000 Penalty: 5726.870117
	Iteration 74Q: 3 clusters Score -1.63049e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -16304897.000000 Penalty: 5726.870117
	Iteration 75Q: 3 clusters Score -1.63049e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -16304914.000000 Penalty: 5726.870117
	Iteration 76Q: 3 clusters Score -1.630491e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -16304901.000000 Penalty: 5726.870117
	Iteration 77Q: 3 clusters Score -1.63049e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -16304903.000000 Penalty: 5726.870117
	Iteration 78Q: 3 clusters Score -1.63049e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -16304942.000000 Penalty: 5726.870117
	Iteration 79Q: 3 clusters Score -1.630494e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -16304978.000000 Penalty: 5726.870117
	Iteration 80F: 3 clusters Score -1.630498e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -16304986.000000 Penalty: 5726.870117
	Iteration 81Q: 3 clusters Score -1.630499e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -16304980.000000 Penalty: 5726.870117
	Iteration 82Q: 3 clusters Score -1.630498e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -16304964.000000 Penalty: 5726.870117
	Iteration 83Q: 3 clusters Score -1.630496e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -16305001.000000 Penalty: 5726.870117
	Iteration 84Q: 3 clusters Score -1.6305e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -16305014.000000 Penalty: 5726.870117
	Iteration 85Q: 3 clusters Score -1.630501e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -16305028.000000 Penalty: 5726.870117
	Iteration 86Q: 3 clusters Score -1.630503e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -16305086.000000 Penalty: 5726.870117
	Iteration 87Q: 3 clusters Score -1.630509e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -16305142.000000 Penalty: 5726.870117
	Iteration 88Q: 3 clusters Score -1.630514e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -16305160.000000 Penalty: 5726.870117
	Iteration 89Q: 3 clusters Score -1.630516e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -16305153.000000 Penalty: 5726.870117
	Iteration 90Q: 3 clusters Score -1.630515e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -16305131.000000 Penalty: 5726.870117
	Iteration 91Q: 3 clusters Score -1.630513e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -16305187.000000 Penalty: 5726.870117
	Iteration 92Q: 3 clusters Score -1.630519e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -16305175.000000 Penalty: 5726.870117
	Iteration 93Q: 3 clusters Score -1.630518e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -16305218.000000 Penalty: 5726.870117
	Iteration 94Q: 3 clusters Score -1.630522e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -16305264.000000 Penalty: 5726.870117
	Iteration 95Q: 3 clusters Score -1.630526e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -16305281.000000 Penalty: 5726.870117
	Iteration 96Q: 3 clusters Score -1.630528e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -16305279.000000 Penalty: 5726.870117
	Iteration 97Q: 3 clusters Score -1.630528e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -16305226.000000 Penalty: 5726.870117
	Iteration 98Q: 3 clusters Score -1.630523e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -16305245.000000 Penalty: 5726.870117
	Iteration 99Q: 3 clusters Score -1.630524e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -16305251.000000 Penalty: 5726.870117
	Iteration 100F: 3 clusters Score -1.630525e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -16305278.000000 Penalty: 5726.870117
	Iteration 101Q: 3 clusters Score -1.630528e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -16305250.000000 Penalty: 5726.870117
	Iteration 102Q: 3 clusters Score -1.630525e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -16305240.000000 Penalty: 5726.870117
	Iteration 103Q: 3 clusters Score -1.630524e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -16305245.000000 Penalty: 5726.870117
	Iteration 104Q: 3 clusters Score -1.630524e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -16305250.000000 Penalty: 5726.870117
	Iteration 105Q: 3 clusters Score -1.630525e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -16305331.000000 Penalty: 5726.870117
	Iteration 106Q: 3 clusters Score -1.630533e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -16305370.000000 Penalty: 5726.870117
	Iteration 107Q: 3 clusters Score -1.630537e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -16305381.000000 Penalty: 5726.870117
	Iteration 108Q: 3 clusters Score -1.630538e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -16305364.000000 Penalty: 5726.870117
	Iteration 109Q: 3 clusters Score -1.630536e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -16305435.000000 Penalty: 5726.870117
	Iteration 110Q: 3 clusters Score -1.630544e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -16305483.000000 Penalty: 5726.870117
	Iteration 111Q: 3 clusters Score -1.630548e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -16305570.000000 Penalty: 5726.870117
	Iteration 112Q: 3 clusters Score -1.630557e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -16305610.000000 Penalty: 5726.870117
	Iteration 113Q: 3 clusters Score -1.630561e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -16305703.000000 Penalty: 5726.870117
	Iteration 114Q: 3 clusters Score -1.63057e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -16305785.000000 Penalty: 5726.870117
	Iteration 115Q: 3 clusters Score -1.630578e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -16305823.000000 Penalty: 5726.870117
	Iteration 116Q: 3 clusters Score -1.630582e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -16305899.000000 Penalty: 5726.870117
	Iteration 117Q: 3 clusters Score -1.63059e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -16305992.000000 Penalty: 5726.870117
	Iteration 118Q: 3 clusters Score -1.630599e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -16306097.000000 Penalty: 5726.870117
	Iteration 119Q: 3 clusters Score -1.63061e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -16306072.000000 Penalty: 5726.870117
	Iteration 120F: 3 clusters Score -1.630607e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -16306240.000000 Penalty: 5726.870117
	Iteration 121Q: 3 clusters Score -1.630624e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -16306304.000000 Penalty: 5726.870117
	Iteration 122Q: 3 clusters Score -1.63063e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -16306452.000000 Penalty: 5726.870117
	Iteration 123Q: 3 clusters Score -1.630645e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -16306566.000000 Penalty: 5726.870117
	Iteration 124Q: 3 clusters Score -1.630657e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -16306576.000000 Penalty: 5726.870117
	Iteration 125Q: 3 clusters Score -1.630658e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -16306743.000000 Penalty: 5726.870117
	Iteration 126Q: 3 clusters Score -1.630674e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -16306771.000000 Penalty: 5726.870117
	Iteration 127Q: 3 clusters Score -1.630677e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -16306859.000000 Penalty: 5726.870117
	Iteration 128Q: 3 clusters Score -1.630686e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -16306972.000000 Penalty: 5726.870117
	Iteration 129Q: 3 clusters Score -1.630697e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -16307113.000000 Penalty: 5726.870117
	Iteration 130Q: 3 clusters Score -1.630711e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 5726.870117
	Iteration 131Q: 3 clusters Score -1.630719e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -16307391.000000 Penalty: 5726.870117
	Iteration 132Q: 3 clusters Score -1.630739e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -16307558.000000 Penalty: 5726.870117
	Iteration 133Q: 3 clusters Score -1.630756e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -16307642.000000 Penalty: 5726.870117
	Iteration 134Q: 3 clusters Score -1.630764e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -16307784.000000 Penalty: 5726.870117
	Iteration 135Q: 3 clusters Score -1.630778e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -16307923.000000 Penalty: 5726.870117
	Iteration 136Q: 3 clusters Score -1.630792e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -16308107.000000 Penalty: 5726.870117
	Iteration 137Q: 3 clusters Score -1.630811e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -16308263.000000 Penalty: 5726.870117
	Iteration 138Q: 3 clusters Score -1.630826e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -16308458.000000 Penalty: 5726.870117
	Iteration 139Q: 3 clusters Score -1.630846e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -16308635.000000 Penalty: 5726.870117
	Iteration 140F: 3 clusters Score -1.630864e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -16308797.000000 Penalty: 5726.870117
	Iteration 141Q: 3 clusters Score -1.63088e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -16308915.000000 Penalty: 5726.870117
	Iteration 142Q: 3 clusters Score -1.630892e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -16309125.000000 Penalty: 5726.870117
	Iteration 143Q: 3 clusters Score -1.630912e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -16309315.000000 Penalty: 5726.870117
	Iteration 144Q: 3 clusters Score -1.630932e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -16309463.000000 Penalty: 5726.870117
	Iteration 145Q: 3 clusters Score -1.630946e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -16309628.000000 Penalty: 5726.870117
	Iteration 146Q: 3 clusters Score -1.630963e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -16309833.000000 Penalty: 5726.870117
	Iteration 147Q: 3 clusters Score -1.630983e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -16309992.000000 Penalty: 5726.870117
	Iteration 148Q: 3 clusters Score -1.630999e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -16310231.000000 Penalty: 5726.870117
	Iteration 149Q: 3 clusters Score -1.631023e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -16310381.000000 Penalty: 5726.870117
	Iteration 150Q: 3 clusters Score -1.631038e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -16310491.000000 Penalty: 5726.870117
	Iteration 151Q: 3 clusters Score -1.631049e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -16310620.000000 Penalty: 5726.870117
	Iteration 152Q: 3 clusters Score -1.631062e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -16310787.000000 Penalty: 5726.870117
	Iteration 153Q: 3 clusters Score -1.631079e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -16310936.000000 Penalty: 5726.870117
	Iteration 154Q: 3 clusters Score -1.631094e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -16311069.000000 Penalty: 5726.870117
	Iteration 155Q: 3 clusters Score -1.631107e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -16311141.000000 Penalty: 5726.870117
	Iteration 156Q: 3 clusters Score -1.631114e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -16311236.000000 Penalty: 5726.870117
	Iteration 157Q: 3 clusters Score -1.631124e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -16311380.000000 Penalty: 5726.870117
	Iteration 158Q: 3 clusters Score -1.631138e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -16311569.000000 Penalty: 5726.870117
	Iteration 159Q: 3 clusters Score -1.631157e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -16311671.000000 Penalty: 5726.870117
	Iteration 160F: 3 clusters Score -1.631167e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -16311797.000000 Penalty: 5726.870117
	Iteration 161Q: 3 clusters Score -1.63118e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -16311910.000000 Penalty: 5726.870117
	Iteration 162Q: 3 clusters Score -1.631191e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99904 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16312033.000000 Penalty: 5726.870117
	Iteration 163Q: 3 clusters Score -1.631203e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16312156.000000 Penalty: 5726.870117
	Iteration 164Q: 3 clusters Score -1.631216e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -16312256.000000 Penalty: 5726.870117
	Iteration 165Q: 3 clusters Score -1.631226e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -16312360.000000 Penalty: 5726.870117
	Iteration 166Q: 3 clusters Score -1.631236e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -16312445.000000 Penalty: 5726.870117
	Iteration 167Q: 3 clusters Score -1.631244e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -16312509.000000 Penalty: 5726.870117
	Iteration 168Q: 3 clusters Score -1.631251e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -16312562.000000 Penalty: 5726.870117
	Iteration 169Q: 3 clusters Score -1.631256e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -16312623.000000 Penalty: 5726.870117
	Iteration 170Q: 3 clusters Score -1.631262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16312655.000000 Penalty: 5726.870117
	Iteration 171Q: 3 clusters Score -1.631266e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16312700.000000 Penalty: 5726.870117
	Iteration 172Q: 3 clusters Score -1.63127e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16312686.000000 Penalty: 5726.870117
	Iteration 173Q: 3 clusters Score -1.631269e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16312742.000000 Penalty: 5726.870117
	Iteration 174Q: 3 clusters Score -1.631274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16312735.000000 Penalty: 5726.870117
	Iteration 175Q: 3 clusters Score -1.631274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16312765.000000 Penalty: 5726.870117
	Iteration 176Q: 3 clusters Score -1.631276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16312797.000000 Penalty: 5726.870117
	Iteration 177Q: 3 clusters Score -1.63128e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16312831.000000 Penalty: 5726.870117
	Iteration 178Q: 3 clusters Score -1.631283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16312828.000000 Penalty: 5726.870117
	Iteration 179Q: 3 clusters Score -1.631283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -16312845.000000 Penalty: 5726.870117
	Iteration 180F: 3 clusters Score -1.631284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16312859.000000 Penalty: 5726.870117
	Iteration 181Q: 3 clusters Score -1.631286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16312865.000000 Penalty: 5726.870117
	Iteration 182Q: 3 clusters Score -1.631286e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16312909.000000 Penalty: 5726.870117
	Iteration 183Q: 3 clusters Score -1.631291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16312932.000000 Penalty: 5726.870117
	Iteration 184Q: 3 clusters Score -1.631293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16312963.000000 Penalty: 5726.870117
	Iteration 185Q: 3 clusters Score -1.631296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16312986.000000 Penalty: 5726.870117
	Iteration 186Q: 3 clusters Score -1.631299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101971 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16312988.000000 Penalty: 5726.870117
	Iteration 187Q: 3 clusters Score -1.631299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16312993.000000 Penalty: 5726.870117
	Iteration 188Q: 3 clusters Score -1.631299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16313015.000000 Penalty: 5726.870117
	Iteration 189Q: 3 clusters Score -1.631302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16313002.000000 Penalty: 5726.870117
	Iteration 190Q: 3 clusters Score -1.6313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16313018.000000 Penalty: 5726.870117
	Iteration 191Q: 3 clusters Score -1.631302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16313026.000000 Penalty: 5726.870117
	Iteration 192Q: 3 clusters Score -1.631303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16313027.000000 Penalty: 5726.870117
	Iteration 193Q: 3 clusters Score -1.631303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16313034.000000 Penalty: 5726.870117
	Iteration 194Q: 3 clusters Score -1.631303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16313042.000000 Penalty: 5726.870117
	Iteration 195Q: 3 clusters Score -1.631304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16313042.000000 Penalty: 5726.870117
	Iteration 196Q: 3 clusters Score -1.631304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16313048.000000 Penalty: 5726.870117
	Iteration 197Q: 3 clusters Score -1.631305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16313040.000000 Penalty: 5726.870117
	Iteration 198Q: 3 clusters Score -1.631304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16313036.000000 Penalty: 5726.870117
	Iteration 199Q: 3 clusters Score -1.631304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16313043.000000 Penalty: 5726.870117
	Iteration 200F: 3 clusters Score -1.631304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16313044.000000 Penalty: 5726.870117
	Iteration 201Q: 3 clusters Score -1.631304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -16313037.000000 Penalty: 5726.870117
	Iteration 202Q: 3 clusters Score -1.631304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102073 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16313037.000000 Penalty: 5726.870117
	Iteration 203Q: 3 clusters Score -1.631304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16313037.000000 Penalty: 5726.870117
	Iteration 204Q: 3 clusters Score -1.631304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102085 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16313025.000000 Penalty: 5726.870117
	Iteration 205Q: 3 clusters Score -1.631302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16313038.000000 Penalty: 5726.870117
	Iteration 206Q: 3 clusters Score -1.631304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16313022.000000 Penalty: 5726.870117
	Iteration 207Q: 3 clusters Score -1.631302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16313032.000000 Penalty: 5726.870117
	Iteration 208Q: 3 clusters Score -1.631303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16313036.000000 Penalty: 5726.870117
	Iteration 209Q: 3 clusters Score -1.631304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16313038.000000 Penalty: 5726.870117
	Iteration 210Q: 3 clusters Score -1.631304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16313043.000000 Penalty: 5726.870117
	Iteration 211Q: 3 clusters Score -1.631304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16313043.000000 Penalty: 5726.870117
	Iteration 212F: 3 clusters Score -1.631304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -954422.562500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -954422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -949012.062500 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -949012.1 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -950494.687500 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -950494.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -950810.875000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -950810.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -951050.312500 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -951050.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -951289.875000 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -951289.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -951520.437500 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -951520.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -951750.312500 Penalty: 4351.982422
	Iteration 6F: 3 clusters Score -951750.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -951911.250000 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -951911.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -952038.062500 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -952038.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -952165.375000 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -952165.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -952290.250000 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -952290.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -952421.687500 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -952421.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -952553.375000 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -952553.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -952666.500000 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -952666.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -952768.937500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -952768.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -952861.250000 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -952861.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -952959.687500 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -952959.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -953080.625000 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -953080.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -953206.500000 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -953206.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -953343.250000 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -953343.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -953446.312500 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -953446.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -953517.750000 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -953517.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -953568.687500 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -953568.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -953592.625000 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -953592.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -953608.937500 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -953608.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -953611.812500 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -953611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -953614.812500 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -953614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -953615.625000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -953615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953618.375000 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -953618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953620.437500 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -953620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953623.375000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -953623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953624.562500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -953624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953627.625000 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -953627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953627.062500 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -953627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953626.687500 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -953626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -953629.937500 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -953629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -953627.562500 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -953627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -953629.187500 Penalty: 4351.982422
	Iteration 37Q: 3 clusters Score -953629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -953633.875000 Penalty: 4351.982422
	Iteration 38Q: 3 clusters Score -953633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -953634.875000 Penalty: 4351.982422
	Iteration 39Q: 3 clusters Score -953634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -953637.062500 Penalty: 4351.982422
	Iteration 40F: 3 clusters Score -953637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -953638.875000 Penalty: 4351.982422
	Iteration 41Q: 3 clusters Score -953638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -953638.875000 Penalty: 4351.982422
	Iteration 42F: 3 clusters Score -953638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Entering Unmasked Estep 
Score: -8338560.500000 Penalty: 2698.129883
	Iteration 0F: 2 clusters Score -8338560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -8302823.000000 Penalty: 5396.259766
	Iteration 0F: 3 clusters Score -8302823 nChanged 24554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -8316757.500000 Penalty: 5396.259766
	Iteration 1F: 3 clusters Score -8316758 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8317493.000000 Penalty: 5396.259766
	Iteration 2Q: 3 clusters Score -8317493 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8318215.500000 Penalty: 5396.259766
	Iteration 3Q: 3 clusters Score -8318216 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -8319094.500000 Penalty: 5396.259766
	Iteration 4Q: 3 clusters Score -8319094 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8320142.500000 Penalty: 5396.259766
	Iteration 5Q: 3 clusters Score -8320142 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8321500.500000 Penalty: 5396.259766
	Iteration 6Q: 3 clusters Score -8321500 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8323155.000000 Penalty: 5396.259766
	Iteration 7F: 3 clusters Score -8323155 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -8325172.500000 Penalty: 5396.259766
	Iteration 8F: 3 clusters Score -8325172 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -8326961.500000 Penalty: 5396.259766
	Iteration 9F: 3 clusters Score -8326962 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -8328346.000000 Penalty: 5396.259766
	Iteration 10Q: 3 clusters Score -8328346 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8329183.000000 Penalty: 5396.259766
	Iteration 11Q: 3 clusters Score -8329183 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -8329660.000000 Penalty: 5396.259766
	Iteration 12Q: 3 clusters Score -8329660 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -8329985.000000 Penalty: 5396.259766
	Iteration 13Q: 3 clusters Score -8329985 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -8330296.500000 Penalty: 5396.259766
	Iteration 14Q: 3 clusters Score -8330296 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -8330602.000000 Penalty: 5396.259766
	Iteration 15Q: 3 clusters Score -8330602 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -8330833.500000 Penalty: 5396.259766
	Iteration 16Q: 3 clusters Score -8330834 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -8331137.000000 Penalty: 5396.259766
	Iteration 17Q: 3 clusters Score -8331137 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8331402.000000 Penalty: 5396.259766
	Iteration 18Q: 3 clusters Score -8331402 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -8331730.000000 Penalty: 5396.259766
	Iteration 19Q: 3 clusters Score -8331730 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -8332021.500000 Penalty: 5396.259766
	Iteration 20F: 3 clusters Score -8332022 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -8332385.000000 Penalty: 5396.259766
	Iteration 21Q: 3 clusters Score -8332385 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8332773.000000 Penalty: 5396.259766
	Iteration 22Q: 3 clusters Score -8332773 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8333146.500000 Penalty: 5396.259766
	Iteration 23Q: 3 clusters Score -8333146 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8333473.500000 Penalty: 5396.259766
	Iteration 24Q: 3 clusters Score -8333474 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8333905.000000 Penalty: 5396.259766
	Iteration 25Q: 3 clusters Score -8333905 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8334243.000000 Penalty: 5396.259766
	Iteration 26Q: 3 clusters Score -8334243 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8334554.500000 Penalty: 5396.259766
	Iteration 27Q: 3 clusters Score -8334554 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8334821.500000 Penalty: 5396.259766
	Iteration 28Q: 3 clusters Score -8334822 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8335079.500000 Penalty: 5396.259766
	Iteration 29Q: 3 clusters Score -8335080 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8335327.000000 Penalty: 5396.259766
	Iteration 30Q: 3 clusters Score -8335327 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8335540.000000 Penalty: 5396.259766
	Iteration 31Q: 3 clusters Score -8335540 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8335696.000000 Penalty: 5396.259766
	Iteration 32Q: 3 clusters Score -8335696 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8335827.500000 Penalty: 5396.259766
	Iteration 33Q: 3 clusters Score -8335828 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8335942.500000 Penalty: 5396.259766
	Iteration 34Q: 3 clusters Score -8335942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8335987.500000 Penalty: 5396.259766
	Iteration 35Q: 3 clusters Score -8335988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8336060.500000 Penalty: 5396.259766
	Iteration 36Q: 3 clusters Score -8336060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8336129.000000 Penalty: 5396.259766
	Iteration 37Q: 3 clusters Score -8336129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8336168.500000 Penalty: 5396.259766
	Iteration 38Q: 3 clusters Score -8336168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8336200.000000 Penalty: 5396.259766
	Iteration 39Q: 3 clusters Score -8336200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8336230.000000 Penalty: 5396.259766
	Iteration 40F: 3 clusters Score -8336230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8336235.500000 Penalty: 5396.259766
	Iteration 41Q: 3 clusters Score -8336236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8336246.000000 Penalty: 5396.259766
	Iteration 42Q: 3 clusters Score -8336246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8336273.500000 Penalty: 5396.259766
	Iteration 43Q: 3 clusters Score -8336274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8336285.500000 Penalty: 5396.259766
	Iteration 44Q: 3 clusters Score -8336286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8336291.000000 Penalty: 5396.259766
	Iteration 45Q: 3 clusters Score -8336291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8336303.500000 Penalty: 5396.259766
	Iteration 46Q: 3 clusters Score -8336304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8336313.500000 Penalty: 5396.259766
	Iteration 47Q: 3 clusters Score -8336314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8336311.000000 Penalty: 5396.259766
	Iteration 48Q: 3 clusters Score -8336311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8336326.500000 Penalty: 5396.259766
	Iteration 49Q: 3 clusters Score -8336326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8336331.000000 Penalty: 5396.259766
	Iteration 50Q: 3 clusters Score -8336331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8336339.000000 Penalty: 5396.259766
	Iteration 51Q: 3 clusters Score -8336339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8336345.500000 Penalty: 5396.259766
	Iteration 52Q: 3 clusters Score -8336346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8336354.000000 Penalty: 5396.259766
	Iteration 53Q: 3 clusters Score -8336354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8336356.500000 Penalty: 5396.259766
	Iteration 54Q: 3 clusters Score -8336356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8336354.500000 Penalty: 5396.259766
	Iteration 55Q: 3 clusters Score -8336354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8336350.000000 Penalty: 5396.259766
	Iteration 56Q: 3 clusters Score -8336350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8336352.500000 Penalty: 5396.259766
	Iteration 57Q: 3 clusters Score -8336352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8336352.500000 Penalty: 5396.259766
	Iteration 58Q: 3 clusters Score -8336352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8336353.500000 Penalty: 5396.259766
	Iteration 59Q: 3 clusters Score -8336354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8336354.000000 Penalty: 5396.259766
	Iteration 60F: 3 clusters Score -8336354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8336360.500000 Penalty: 5396.259766
	Iteration 61Q: 3 clusters Score -8336360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8336359.000000 Penalty: 5396.259766
	Iteration 62Q: 3 clusters Score -8336359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8336359.000000 Penalty: 5396.259766
	Iteration 63F: 3 clusters Score -8336359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -1095037.875000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -1095038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1089020.750000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -1089021 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1090858.125000 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -1090858 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1091232.500000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -1091232 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1091523.375000 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -1091523 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1091760.000000 Penalty: 4417.302246
	Iteration 4F: 3 clusters Score -1091760 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1092004.750000 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -1092005 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1092283.750000 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -1092284 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1092692.500000 Penalty: 4417.302246
	Iteration 7F: 3 clusters Score -1092692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1093242.250000 Penalty: 4417.302246
	Iteration 8F: 3 clusters Score -1093242 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1093754.500000 Penalty: 4417.302246
	Iteration 9F: 3 clusters Score -1093754 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1094080.000000 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -1094080 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1094302.875000 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -1094303 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1094511.250000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -1094511 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1094660.000000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -1094660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1094790.625000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -1094791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1094892.875000 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -1094893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1094981.250000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -1094981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1095040.375000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -1095040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1095076.250000 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -1095076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1095107.500000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -1095108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1095126.625000 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -1095127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1095153.625000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -1095154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1095179.750000 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -1095180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1095201.625000 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -1095202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1095210.375000 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -1095210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1095223.625000 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -1095224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1095244.125000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -1095244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1095263.250000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -1095263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1095300.000000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -1095300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1095308.125000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -1095308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1095317.000000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -1095317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1095319.875000 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -1095320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1095322.250000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -1095322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1095322.250000 Penalty: 4417.302246
	Iteration 33F: 3 clusters Score -1095322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Mstep: Class 47 contains 2408 members 
Entering Unmasked Estep 
Score: -120405040.000000 Penalty: 158369.359375
Splitting cluster 22 changes total score from -120406040.000000 to -120405040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -44023.898438 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -44023.9 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 188 members 
Entering Unmasked Estep 
Score: -42780.855469 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -42780.86 nChanged 82
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: -43277.863281 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -43277.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43705.007812 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -43705.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43815.925781 Penalty: 2927.706055
	Iteration 3F: 3 clusters Score -43815.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43864.066406 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -43864.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43864.066406 Penalty: 2927.706055
	Iteration 5F: 3 clusters Score -43864.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Entering Unmasked Estep 
Score: -9949905.000000 Penalty: 2743.940430
	Iteration 0F: 2 clusters Score -9949905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -9906971.000000 Penalty: 5487.880859
	Iteration 0F: 3 clusters Score -9906971 nChanged 29826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -9924884.000000 Penalty: 5487.880859
	Iteration 1F: 3 clusters Score -9924884 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9927059.000000 Penalty: 5487.880859
	Iteration 2F: 3 clusters Score -9927059 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -9930142.000000 Penalty: 5487.880859
	Iteration 3F: 3 clusters Score -9930142 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9933187.000000 Penalty: 5487.880859
	Iteration 4F: 3 clusters Score -9933187 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -9935702.000000 Penalty: 5487.880859
	Iteration 5F: 3 clusters Score -9935702 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -9937339.000000 Penalty: 5487.880859
	Iteration 6F: 3 clusters Score -9937339 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -9938454.000000 Penalty: 5487.880859
	Iteration 7Q: 3 clusters Score -9938454 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9939173.000000 Penalty: 5487.880859
	Iteration 8Q: 3 clusters Score -9939173 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9939911.000000 Penalty: 5487.880859
	Iteration 9Q: 3 clusters Score -9939911 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -9940672.000000 Penalty: 5487.880859
	Iteration 10Q: 3 clusters Score -9940672 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -9941441.000000 Penalty: 5487.880859
	Iteration 11Q: 3 clusters Score -9941441 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -9942409.000000 Penalty: 5487.880859
	Iteration 12Q: 3 clusters Score -9942409 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -9943283.000000 Penalty: 5487.880859
	Iteration 13Q: 3 clusters Score -9943283 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -9944402.000000 Penalty: 5487.880859
	Iteration 14Q: 3 clusters Score -9944402 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -9945235.000000 Penalty: 5487.880859
	Iteration 15Q: 3 clusters Score -9945235 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -9945942.000000 Penalty: 5487.880859
	Iteration 16Q: 3 clusters Score -9945942 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -9946431.000000 Penalty: 5487.880859
	Iteration 17Q: 3 clusters Score -9946431 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -9946790.000000 Penalty: 5487.880859
	Iteration 18Q: 3 clusters Score -9946790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -9947090.000000 Penalty: 5487.880859
	Iteration 19Q: 3 clusters Score -9947090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 62574 members 
Entering Unmasked Estep 
Score: -9947236.000000 Penalty: 5487.880859
	Iteration 20F: 3 clusters Score -9947236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -9947336.000000 Penalty: 5487.880859
	Iteration 21Q: 3 clusters Score -9947336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -9947428.000000 Penalty: 5487.880859
	Iteration 22Q: 3 clusters Score -9947428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -9947472.000000 Penalty: 5487.880859
	Iteration 23Q: 3 clusters Score -9947472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -9947527.000000 Penalty: 5487.880859
	Iteration 24Q: 3 clusters Score -9947527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -9947554.000000 Penalty: 5487.880859
	Iteration 25Q: 3 clusters Score -9947554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -9947583.000000 Penalty: 5487.880859
	Iteration 26Q: 3 clusters Score -9947583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -9947606.000000 Penalty: 5487.880859
	Iteration 27Q: 3 clusters Score -9947606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -9947648.000000 Penalty: 5487.880859
	Iteration 28Q: 3 clusters Score -9947648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -9947650.000000 Penalty: 5487.880859
	Iteration 29Q: 3 clusters Score -9947650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -9947653.000000 Penalty: 5487.880859
	Iteration 30Q: 3 clusters Score -9947653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -9947672.000000 Penalty: 5487.880859
	Iteration 31Q: 3 clusters Score -9947672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -9947677.000000 Penalty: 5487.880859
	Iteration 32Q: 3 clusters Score -9947677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -9947693.000000 Penalty: 5487.880859
	Iteration 33Q: 3 clusters Score -9947693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -9947691.000000 Penalty: 5487.880859
	Iteration 34Q: 3 clusters Score -9947691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -9947699.000000 Penalty: 5487.880859
	Iteration 35Q: 3 clusters Score -9947699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -9947706.000000 Penalty: 5487.880859
	Iteration 36Q: 3 clusters Score -9947706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -9947712.000000 Penalty: 5487.880859
	Iteration 37Q: 3 clusters Score -9947712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9947717.000000 Penalty: 5487.880859
	Iteration 38Q: 3 clusters Score -9947717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9947719.000000 Penalty: 5487.880859
	Iteration 39Q: 3 clusters Score -9947719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9947719.000000 Penalty: 5487.880859
	Iteration 40F: 3 clusters Score -9947719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -9947722.000000 Penalty: 5487.880859
	Iteration 41Q: 3 clusters Score -9947722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9947716.000000 Penalty: 5487.880859
	Iteration 42Q: 3 clusters Score -9947716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9947719.000000 Penalty: 5487.880859
	Iteration 43Q: 3 clusters Score -9947719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9947715.000000 Penalty: 5487.880859
	Iteration 44Q: 3 clusters Score -9947715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -9947714.000000 Penalty: 5487.880859
	Iteration 45Q: 3 clusters Score -9947714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -9947714.000000 Penalty: 5487.880859
	Iteration 46F: 3 clusters Score -9947714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Entering Unmasked Estep 
Score: -3250145.500000 Penalty: 2465.600830
	Iteration 0F: 2 clusters Score -3250146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3235535.000000 Penalty: 4931.201660
	Iteration 0F: 3 clusters Score -3235535 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3240536.500000 Penalty: 4931.201660
	Iteration 1F: 3 clusters Score -3240536 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3241002.000000 Penalty: 4931.201660
	Iteration 2F: 3 clusters Score -3241002 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3241387.000000 Penalty: 4931.201660
	Iteration 3Q: 3 clusters Score -3241387 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3241681.500000 Penalty: 4931.201660
	Iteration 4Q: 3 clusters Score -3241682 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3241919.500000 Penalty: 4931.201660
	Iteration 5Q: 3 clusters Score -3241920 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3242130.750000 Penalty: 4931.201660
	Iteration 6Q: 3 clusters Score -3242131 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3242367.250000 Penalty: 4931.201660
	Iteration 7Q: 3 clusters Score -3242367 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3242628.500000 Penalty: 4931.201660
	Iteration 8Q: 3 clusters Score -3242628 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3242975.000000 Penalty: 4931.201660
	Iteration 9Q: 3 clusters Score -3242975 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3243420.500000 Penalty: 4931.201660
	Iteration 10Q: 3 clusters Score -3243420 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3243964.750000 Penalty: 4931.201660
	Iteration 11Q: 3 clusters Score -3243965 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3244590.750000 Penalty: 4931.201660
	Iteration 12Q: 3 clusters Score -3244591 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3245293.500000 Penalty: 4931.201660
	Iteration 13Q: 3 clusters Score -3245294 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3246047.000000 Penalty: 4931.201660
	Iteration 14Q: 3 clusters Score -3246047 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3246747.500000 Penalty: 4931.201660
	Iteration 15Q: 3 clusters Score -3246748 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3247277.250000 Penalty: 4931.201660
	Iteration 16Q: 3 clusters Score -3247277 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3247617.250000 Penalty: 4931.201660
	Iteration 17Q: 3 clusters Score -3247617 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3247824.500000 Penalty: 4931.201660
	Iteration 18Q: 3 clusters Score -3247824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3247944.250000 Penalty: 4931.201660
	Iteration 19Q: 3 clusters Score -3247944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3248014.750000 Penalty: 4931.201660
	Iteration 20F: 3 clusters Score -3248015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3248040.250000 Penalty: 4931.201660
	Iteration 21Q: 3 clusters Score -3248040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3248063.750000 Penalty: 4931.201660
	Iteration 22Q: 3 clusters Score -3248064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3248084.500000 Penalty: 4931.201660
	Iteration 23Q: 3 clusters Score -3248084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3248089.500000 Penalty: 4931.201660
	Iteration 24Q: 3 clusters Score -3248090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3248101.000000 Penalty: 4931.201660
	Iteration 25Q: 3 clusters Score -3248101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3248116.000000 Penalty: 4931.201660
	Iteration 26Q: 3 clusters Score -3248116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3248121.750000 Penalty: 4931.201660
	Iteration 27Q: 3 clusters Score -3248122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3248127.750000 Penalty: 4931.201660
	Iteration 28Q: 3 clusters Score -3248128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3248133.500000 Penalty: 4931.201660
	Iteration 29Q: 3 clusters Score -3248134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3248134.500000 Penalty: 4931.201660
	Iteration 30Q: 3 clusters Score -3248134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3248134.500000 Penalty: 4931.201660
	Iteration 31F: 3 clusters Score -3248134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -60637.824219 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -60637.82 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 228 members 
Entering Unmasked Estep 
Score: -59278.851562 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -59278.85 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59671.816406 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -59671.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59926.699219 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -59926.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60003.824219 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -60003.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60059.183594 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -60059.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60094.027344 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -60094.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60107.031250 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -60107.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60117.765625 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -60117.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60125.648438 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -60125.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60129.992188 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -60129.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60135.644531 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -60135.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60135.644531 Penalty: 3024.645020
	Iteration 11F: 3 clusters Score -60135.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1031771.562500 Penalty: 2193.109375
	Iteration 0F: 2 clusters Score -1031772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1026074.937500 Penalty: 4386.218750
	Iteration 0F: 3 clusters Score -1026075 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1027646.937500 Penalty: 4386.218750
	Iteration 1F: 3 clusters Score -1027647 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1027927.250000 Penalty: 4386.218750
	Iteration 2F: 3 clusters Score -1027927 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1028124.187500 Penalty: 4386.218750
	Iteration 3F: 3 clusters Score -1028124 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1028264.437500 Penalty: 4386.218750
	Iteration 4Q: 3 clusters Score -1028264 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1028365.250000 Penalty: 4386.218750
	Iteration 5Q: 3 clusters Score -1028365 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1028457.687500 Penalty: 4386.218750
	Iteration 6Q: 3 clusters Score -1028458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1028534.937500 Penalty: 4386.218750
	Iteration 7Q: 3 clusters Score -1028535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1028616.437500 Penalty: 4386.218750
	Iteration 8Q: 3 clusters Score -1028616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1028686.625000 Penalty: 4386.218750
	Iteration 9Q: 3 clusters Score -1028687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1028737.375000 Penalty: 4386.218750
	Iteration 10Q: 3 clusters Score -1028737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1028785.937500 Penalty: 4386.218750
	Iteration 11Q: 3 clusters Score -1028786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1028840.375000 Penalty: 4386.218750
	Iteration 12Q: 3 clusters Score -1028840 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1028898.250000 Penalty: 4386.218750
	Iteration 13Q: 3 clusters Score -1028898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1028958.812500 Penalty: 4386.218750
	Iteration 14Q: 3 clusters Score -1028959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1029024.062500 Penalty: 4386.218750
	Iteration 15Q: 3 clusters Score -1029024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1029084.937500 Penalty: 4386.218750
	Iteration 16Q: 3 clusters Score -1029085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1029139.812500 Penalty: 4386.218750
	Iteration 17Q: 3 clusters Score -1029140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1029188.937500 Penalty: 4386.218750
	Iteration 18Q: 3 clusters Score -1029189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1029237.187500 Penalty: 4386.218750
	Iteration 19Q: 3 clusters Score -1029237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1029297.000000 Penalty: 4386.218750
	Iteration 20F: 3 clusters Score -1029297 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1029348.937500 Penalty: 4386.218750
	Iteration 21Q: 3 clusters Score -1029349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1029404.875000 Penalty: 4386.218750
	Iteration 22Q: 3 clusters Score -1029405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1029459.375000 Penalty: 4386.218750
	Iteration 23Q: 3 clusters Score -1029459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1029506.062500 Penalty: 4386.218750
	Iteration 24Q: 3 clusters Score -1029506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1029550.562500 Penalty: 4386.218750
	Iteration 25Q: 3 clusters Score -1029551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1029577.312500 Penalty: 4386.218750
	Iteration 26Q: 3 clusters Score -1029577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1029603.937500 Penalty: 4386.218750
	Iteration 27Q: 3 clusters Score -1029604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1029628.875000 Penalty: 4386.218750
	Iteration 28Q: 3 clusters Score -1029629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1029655.062500 Penalty: 4386.218750
	Iteration 29Q: 3 clusters Score -1029655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1029678.187500 Penalty: 4386.218750
	Iteration 30Q: 3 clusters Score -1029678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1029698.125000 Penalty: 4386.218750
	Iteration 31Q: 3 clusters Score -1029698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1029723.687500 Penalty: 4386.218750
	Iteration 32Q: 3 clusters Score -1029724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1029744.125000 Penalty: 4386.218750
	Iteration 33Q: 3 clusters Score -1029744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1029757.250000 Penalty: 4386.218750
	Iteration 34Q: 3 clusters Score -1029757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1029767.250000 Penalty: 4386.218750
	Iteration 35Q: 3 clusters Score -1029767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1029774.375000 Penalty: 4386.218750
	Iteration 36Q: 3 clusters Score -1029774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1029780.937500 Penalty: 4386.218750
	Iteration 37Q: 3 clusters Score -1029781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1029788.187500 Penalty: 4386.218750
	Iteration 38Q: 3 clusters Score -1029788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1029789.625000 Penalty: 4386.218750
	Iteration 39Q: 3 clusters Score -1029790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1029794.687500 Penalty: 4386.218750
	Iteration 40F: 3 clusters Score -1029795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1029799.812500 Penalty: 4386.218750
	Iteration 41Q: 3 clusters Score -1029800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1029809.125000 Penalty: 4386.218750
	Iteration 42Q: 3 clusters Score -1029809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1029815.812500 Penalty: 4386.218750
	Iteration 43Q: 3 clusters Score -1029816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1029823.750000 Penalty: 4386.218750
	Iteration 44Q: 3 clusters Score -1029824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1029835.687500 Penalty: 4386.218750
	Iteration 45Q: 3 clusters Score -1029836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1029843.375000 Penalty: 4386.218750
	Iteration 46Q: 3 clusters Score -1029843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1029852.312500 Penalty: 4386.218750
	Iteration 47Q: 3 clusters Score -1029852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1029857.562500 Penalty: 4386.218750
	Iteration 48Q: 3 clusters Score -1029858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1029857.687500 Penalty: 4386.218750
	Iteration 49Q: 3 clusters Score -1029858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1029862.875000 Penalty: 4386.218750
	Iteration 50Q: 3 clusters Score -1029863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1029865.437500 Penalty: 4386.218750
	Iteration 51Q: 3 clusters Score -1029865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1029867.812500 Penalty: 4386.218750
	Iteration 52Q: 3 clusters Score -1029868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1029869.875000 Penalty: 4386.218750
	Iteration 53Q: 3 clusters Score -1029870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1029870.000000 Penalty: 4386.218750
	Iteration 54Q: 3 clusters Score -1029870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1029871.687500 Penalty: 4386.218750
	Iteration 55Q: 3 clusters Score -1029872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1029871.937500 Penalty: 4386.218750
	Iteration 56Q: 3 clusters Score -1029872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1029872.937500 Penalty: 4386.218750
	Iteration 57Q: 3 clusters Score -1029873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1029873.562500 Penalty: 4386.218750
	Iteration 58Q: 3 clusters Score -1029874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1029873.312500 Penalty: 4386.218750
	Iteration 59Q: 3 clusters Score -1029873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1029873.312500 Penalty: 4386.218750
	Iteration 60F: 3 clusters Score -1029873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -229569.875000 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -229569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -227237.718750 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -227237.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227740.781250 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -227740.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -227871.125000 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -227871.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227933.375000 Penalty: 3654.696289
	Iteration 3Q: 3 clusters Score -227933.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227993.531250 Penalty: 3654.696289
	Iteration 4Q: 3 clusters Score -227993.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -228046.171875 Penalty: 3654.696289
	Iteration 5Q: 3 clusters Score -228046.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -228110.156250 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -228110.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228163.203125 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -228163.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -228215.625000 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -228215.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -228269.453125 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -228269.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -228311.218750 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -228311.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -228355.015625 Penalty: 3654.696289
	Iteration 11Q: 3 clusters Score -228355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -228409.734375 Penalty: 3654.696289
	Iteration 12Q: 3 clusters Score -228409.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -228457.593750 Penalty: 3654.696289
	Iteration 13Q: 3 clusters Score -228457.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -228510.031250 Penalty: 3654.696289
	Iteration 14Q: 3 clusters Score -228510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -228528.531250 Penalty: 3654.696289
	Iteration 15Q: 3 clusters Score -228528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -228538.468750 Penalty: 3654.696289
	Iteration 16Q: 3 clusters Score -228538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -228551.125000 Penalty: 3654.696289
	Iteration 17Q: 3 clusters Score -228551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -228560.609375 Penalty: 3654.696289
	Iteration 18Q: 3 clusters Score -228560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -228569.906250 Penalty: 3654.696289
	Iteration 19Q: 3 clusters Score -228569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -228582.234375 Penalty: 3654.696289
	Iteration 20F: 3 clusters Score -228582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -228598.953125 Penalty: 3654.696289
	Iteration 21Q: 3 clusters Score -228599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -228614.875000 Penalty: 3654.696289
	Iteration 22Q: 3 clusters Score -228614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -228621.343750 Penalty: 3654.696289
	Iteration 23Q: 3 clusters Score -228621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -228631.312500 Penalty: 3654.696289
	Iteration 24Q: 3 clusters Score -228631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -228634.578125 Penalty: 3654.696289
	Iteration 25Q: 3 clusters Score -228634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -228642.046875 Penalty: 3654.696289
	Iteration 26Q: 3 clusters Score -228642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -228645.109375 Penalty: 3654.696289
	Iteration 27Q: 3 clusters Score -228645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -228651.265625 Penalty: 3654.696289
	Iteration 28Q: 3 clusters Score -228651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228653.921875 Penalty: 3654.696289
	Iteration 29Q: 3 clusters Score -228653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228658.484375 Penalty: 3654.696289
	Iteration 30Q: 3 clusters Score -228658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228658.484375 Penalty: 3654.696289
	Iteration 31F: 3 clusters Score -228658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -993985.750000 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -993985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -988491.750000 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -988491.8 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -989966.000000 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -989966 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -990293.437500 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -990293.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -990574.625000 Penalty: 4357.248047
	Iteration 3F: 3 clusters Score -990574.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -990811.125000 Penalty: 4357.248047
	Iteration 4F: 3 clusters Score -990811.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -991036.312500 Penalty: 4357.248047
	Iteration 5F: 3 clusters Score -991036.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -991292.062500 Penalty: 4357.248047
	Iteration 6F: 3 clusters Score -991292.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -991545.625000 Penalty: 4357.248047
	Iteration 7F: 3 clusters Score -991545.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -991760.687500 Penalty: 4357.248047
	Iteration 8Q: 3 clusters Score -991760.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -991961.312500 Penalty: 4357.248047
	Iteration 9Q: 3 clusters Score -991961.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -992121.625000 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -992121.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -992259.687500 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -992259.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -992355.562500 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -992355.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -992439.062500 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -992439.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -992494.500000 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -992494.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -992538.000000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -992538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -992566.437500 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -992566.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -992586.812500 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -992586.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -992608.312500 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -992608.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -992627.875000 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -992627.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -992648.812500 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -992648.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -992664.625000 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -992664.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -992682.562500 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -992682.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -992699.812500 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -992699.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -992713.000000 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -992713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -992723.250000 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -992723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -992730.562500 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -992730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -992732.625000 Penalty: 4357.248047
	Iteration 27Q: 3 clusters Score -992732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -992736.125000 Penalty: 4357.248047
	Iteration 28Q: 3 clusters Score -992736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -992742.875000 Penalty: 4357.248047
	Iteration 29Q: 3 clusters Score -992742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -992748.375000 Penalty: 4357.248047
	Iteration 30Q: 3 clusters Score -992748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -992753.437500 Penalty: 4357.248047
	Iteration 31Q: 3 clusters Score -992753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -992755.125000 Penalty: 4357.248047
	Iteration 32Q: 3 clusters Score -992755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -992756.500000 Penalty: 4357.248047
	Iteration 33Q: 3 clusters Score -992756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -992758.062500 Penalty: 4357.248047
	Iteration 34Q: 3 clusters Score -992758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -992760.750000 Penalty: 4357.248047
	Iteration 35Q: 3 clusters Score -992760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -992758.812500 Penalty: 4357.248047
	Iteration 36Q: 3 clusters Score -992758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -992759.000000 Penalty: 4357.248047
	Iteration 37Q: 3 clusters Score -992759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -992759.812500 Penalty: 4357.248047
	Iteration 38Q: 3 clusters Score -992759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -992761.812500 Penalty: 4357.248047
	Iteration 39Q: 3 clusters Score -992761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -992761.875000 Penalty: 4357.248047
	Iteration 40F: 3 clusters Score -992761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -992763.187500 Penalty: 4357.248047
	Iteration 41Q: 3 clusters Score -992763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -992763.062500 Penalty: 4357.248047
	Iteration 42Q: 3 clusters Score -992763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -992763.062500 Penalty: 4357.248047
	Iteration 43F: 3 clusters Score -992763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -134240.890625 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134240.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134503.765625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134503.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134587.796875 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134587.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134634.625000 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134661.765625 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134675.578125 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -134675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134685.937500 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -134685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134690.859375 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -134690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134698.921875 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -134698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134706.375000 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -134706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134712.593750 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -134712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134719.390625 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -134719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134719.390625 Penalty: 3371.778320
	Iteration 12F: 3 clusters Score -134719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -1175427.125000 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -1175427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1169209.875000 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -1169210 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1171023.000000 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -1171023 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1171480.375000 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -1171480 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1171823.125000 Penalty: 4447.502441
	Iteration 3F: 3 clusters Score -1171823 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1172084.125000 Penalty: 4447.502441
	Iteration 4F: 3 clusters Score -1172084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1172261.875000 Penalty: 4447.502441
	Iteration 5Q: 3 clusters Score -1172262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1172427.125000 Penalty: 4447.502441
	Iteration 6Q: 3 clusters Score -1172427 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1172562.000000 Penalty: 4447.502441
	Iteration 7Q: 3 clusters Score -1172562 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1172678.500000 Penalty: 4447.502441
	Iteration 8Q: 3 clusters Score -1172678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1172778.875000 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -1172779 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1172861.875000 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -1172862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1172934.375000 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -1172934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1172999.375000 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -1172999 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1173053.375000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -1173053 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1173103.875000 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -1173104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1173154.125000 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -1173154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1173205.750000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -1173206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1173255.625000 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -1173256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1173300.250000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -1173300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1173340.750000 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -1173341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1173385.625000 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -1173386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1173424.625000 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -1173425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1173453.000000 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -1173453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1173477.875000 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -1173478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1173494.500000 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -1173494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1173514.750000 Penalty: 4447.502441
	Iteration 25Q: 3 clusters Score -1173515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1173530.875000 Penalty: 4447.502441
	Iteration 26Q: 3 clusters Score -1173531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1173550.625000 Penalty: 4447.502441
	Iteration 27Q: 3 clusters Score -1173551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1173560.375000 Penalty: 4447.502441
	Iteration 28Q: 3 clusters Score -1173560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1173567.625000 Penalty: 4447.502441
	Iteration 29Q: 3 clusters Score -1173568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1173574.250000 Penalty: 4447.502441
	Iteration 30Q: 3 clusters Score -1173574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1173582.750000 Penalty: 4447.502441
	Iteration 31Q: 3 clusters Score -1173583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1173593.750000 Penalty: 4447.502441
	Iteration 32Q: 3 clusters Score -1173594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1173610.000000 Penalty: 4447.502441
	Iteration 33Q: 3 clusters Score -1173610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1173625.000000 Penalty: 4447.502441
	Iteration 34Q: 3 clusters Score -1173625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1173640.625000 Penalty: 4447.502441
	Iteration 35Q: 3 clusters Score -1173641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1173657.250000 Penalty: 4447.502441
	Iteration 36Q: 3 clusters Score -1173657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1173675.500000 Penalty: 4447.502441
	Iteration 37Q: 3 clusters Score -1173676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1173700.750000 Penalty: 4447.502441
	Iteration 38Q: 3 clusters Score -1173701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1173718.250000 Penalty: 4447.502441
	Iteration 39Q: 3 clusters Score -1173718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1173726.125000 Penalty: 4447.502441
	Iteration 40F: 3 clusters Score -1173726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1173738.750000 Penalty: 4447.502441
	Iteration 41Q: 3 clusters Score -1173739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1173747.375000 Penalty: 4447.502441
	Iteration 42Q: 3 clusters Score -1173747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1173759.625000 Penalty: 4447.502441
	Iteration 43Q: 3 clusters Score -1173760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1173767.125000 Penalty: 4447.502441
	Iteration 44Q: 3 clusters Score -1173767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1173776.875000 Penalty: 4447.502441
	Iteration 45Q: 3 clusters Score -1173777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1173782.500000 Penalty: 4447.502441
	Iteration 46Q: 3 clusters Score -1173782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1173789.125000 Penalty: 4447.502441
	Iteration 47Q: 3 clusters Score -1173789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1173794.250000 Penalty: 4447.502441
	Iteration 48Q: 3 clusters Score -1173794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1173793.375000 Penalty: 4447.502441
	Iteration 49Q: 3 clusters Score -1173793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1173792.250000 Penalty: 4447.502441
	Iteration 50Q: 3 clusters Score -1173792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1173793.625000 Penalty: 4447.502441
	Iteration 51Q: 3 clusters Score -1173794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1173794.875000 Penalty: 4447.502441
	Iteration 52Q: 3 clusters Score -1173795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1173798.875000 Penalty: 4447.502441
	Iteration 53Q: 3 clusters Score -1173799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1173804.625000 Penalty: 4447.502441
	Iteration 54Q: 3 clusters Score -1173805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1173806.875000 Penalty: 4447.502441
	Iteration 55Q: 3 clusters Score -1173807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1173807.500000 Penalty: 4447.502441
	Iteration 56Q: 3 clusters Score -1173808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1173808.625000 Penalty: 4447.502441
	Iteration 57Q: 3 clusters Score -1173809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1173809.375000 Penalty: 4447.502441
	Iteration 58Q: 3 clusters Score -1173809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1173811.500000 Penalty: 4447.502441
	Iteration 59Q: 3 clusters Score -1173812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1173813.625000 Penalty: 4447.502441
	Iteration 60F: 3 clusters Score -1173814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1094243.875000 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -1094244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1088333.000000 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -1088333 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1089918.875000 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -1089919 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1090198.750000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -1090199 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1090388.750000 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -1090389 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1090527.500000 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -1090528 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1090632.250000 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -1090632 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1090727.500000 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -1090728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1090829.250000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -1090829 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1090938.625000 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -1090939 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1091037.000000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -1091037 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1091150.625000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -1091151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1091268.125000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -1091268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1091375.625000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -1091376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1091507.625000 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -1091508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1091634.000000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -1091634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1091763.875000 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -1091764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1091868.125000 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -1091868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1091929.500000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -1091930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1091980.750000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -1091981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1092021.250000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -1092021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1092057.625000 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -1092058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1092086.125000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -1092086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1092115.250000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -1092115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1092139.500000 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -1092140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1092155.375000 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -1092155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1092173.500000 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -1092174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1092189.500000 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -1092190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1092200.125000 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -1092200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1092215.375000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -1092215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1092227.000000 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -1092227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1092236.500000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -1092236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1092240.875000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -1092241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1092247.875000 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -1092248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1092262.125000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -1092262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1092271.375000 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -1092271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1092277.125000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -1092277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1092278.375000 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -1092278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1092283.500000 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -1092284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1092281.750000 Penalty: 4406.766602
	Iteration 38Q: 3 clusters Score -1092282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1092288.000000 Penalty: 4406.766602
	Iteration 39Q: 3 clusters Score -1092288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1092291.375000 Penalty: 4406.766602
	Iteration 40F: 3 clusters Score -1092291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1092292.375000 Penalty: 4406.766602
	Iteration 41Q: 3 clusters Score -1092292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1092297.250000 Penalty: 4406.766602
	Iteration 42Q: 3 clusters Score -1092297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1092298.125000 Penalty: 4406.766602
	Iteration 43Q: 3 clusters Score -1092298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1092303.500000 Penalty: 4406.766602
	Iteration 44Q: 3 clusters Score -1092304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1092299.875000 Penalty: 4406.766602
	Iteration 45Q: 3 clusters Score -1092300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1092300.250000 Penalty: 4406.766602
	Iteration 46Q: 3 clusters Score -1092300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1092301.000000 Penalty: 4406.766602
	Iteration 47Q: 3 clusters Score -1092301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1092303.375000 Penalty: 4406.766602
	Iteration 48Q: 3 clusters Score -1092303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1092302.375000 Penalty: 4406.766602
	Iteration 49Q: 3 clusters Score -1092302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1092305.500000 Penalty: 4406.766602
	Iteration 50Q: 3 clusters Score -1092306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1092304.750000 Penalty: 4406.766602
	Iteration 51Q: 3 clusters Score -1092305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1092306.250000 Penalty: 4406.766602
	Iteration 52Q: 3 clusters Score -1092306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1092306.500000 Penalty: 4406.766602
	Iteration 53Q: 3 clusters Score -1092306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1092306.375000 Penalty: 4406.766602
	Iteration 54Q: 3 clusters Score -1092306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1092306.375000 Penalty: 4406.766602
	Iteration 55Q: 3 clusters Score -1092306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1092306.375000 Penalty: 4406.766602
	Iteration 56Q: 3 clusters Score -1092306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1092306.375000 Penalty: 4406.766602
	Iteration 57F: 3 clusters Score -1092306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Entering Unmasked Estep 
Score: -3824417.250000 Penalty: 2520.653809
	Iteration 0F: 2 clusters Score -3824417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3806488.250000 Penalty: 5041.307617
	Iteration 0F: 3 clusters Score -3806488 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3813596.000000 Penalty: 5041.307617
	Iteration 1F: 3 clusters Score -3813596 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3814997.750000 Penalty: 5041.307617
	Iteration 2F: 3 clusters Score -3814998 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3816429.750000 Penalty: 5041.307617
	Iteration 3F: 3 clusters Score -3816430 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3817828.750000 Penalty: 5041.307617
	Iteration 4F: 3 clusters Score -3817829 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3819004.750000 Penalty: 5041.307617
	Iteration 5F: 3 clusters Score -3819005 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3819858.750000 Penalty: 5041.307617
	Iteration 6F: 3 clusters Score -3819859 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3820548.500000 Penalty: 5041.307617
	Iteration 7Q: 3 clusters Score -3820548 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3821025.500000 Penalty: 5041.307617
	Iteration 8Q: 3 clusters Score -3821026 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3821365.500000 Penalty: 5041.307617
	Iteration 9Q: 3 clusters Score -3821366 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3821606.750000 Penalty: 5041.307617
	Iteration 10Q: 3 clusters Score -3821607 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3821757.500000 Penalty: 5041.307617
	Iteration 11Q: 3 clusters Score -3821758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3821892.500000 Penalty: 5041.307617
	Iteration 12Q: 3 clusters Score -3821892 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3822012.500000 Penalty: 5041.307617
	Iteration 13Q: 3 clusters Score -3822012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3822112.000000 Penalty: 5041.307617
	Iteration 14Q: 3 clusters Score -3822112 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3822194.250000 Penalty: 5041.307617
	Iteration 15Q: 3 clusters Score -3822194 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3822261.000000 Penalty: 5041.307617
	Iteration 16Q: 3 clusters Score -3822261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3822314.250000 Penalty: 5041.307617
	Iteration 17Q: 3 clusters Score -3822314 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3822359.000000 Penalty: 5041.307617
	Iteration 18Q: 3 clusters Score -3822359 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3822403.000000 Penalty: 5041.307617
	Iteration 19Q: 3 clusters Score -3822403 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3822441.250000 Penalty: 5041.307617
	Iteration 20F: 3 clusters Score -3822441 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3822479.750000 Penalty: 5041.307617
	Iteration 21Q: 3 clusters Score -3822480 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3822528.250000 Penalty: 5041.307617
	Iteration 22Q: 3 clusters Score -3822528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3822569.250000 Penalty: 5041.307617
	Iteration 23Q: 3 clusters Score -3822569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3822620.500000 Penalty: 5041.307617
	Iteration 24Q: 3 clusters Score -3822620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3822643.000000 Penalty: 5041.307617
	Iteration 25Q: 3 clusters Score -3822643 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3822672.500000 Penalty: 5041.307617
	Iteration 26Q: 3 clusters Score -3822672 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3822703.750000 Penalty: 5041.307617
	Iteration 27Q: 3 clusters Score -3822704 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3822752.250000 Penalty: 5041.307617
	Iteration 28Q: 3 clusters Score -3822752 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3822788.750000 Penalty: 5041.307617
	Iteration 29Q: 3 clusters Score -3822789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3822820.000000 Penalty: 5041.307617
	Iteration 30Q: 3 clusters Score -3822820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3822848.250000 Penalty: 5041.307617
	Iteration 31Q: 3 clusters Score -3822848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3822870.750000 Penalty: 5041.307617
	Iteration 32Q: 3 clusters Score -3822871 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3822901.000000 Penalty: 5041.307617
	Iteration 33Q: 3 clusters Score -3822901 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3822942.250000 Penalty: 5041.307617
	Iteration 34Q: 3 clusters Score -3822942 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3822981.250000 Penalty: 5041.307617
	Iteration 35Q: 3 clusters Score -3822981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3823009.000000 Penalty: 5041.307617
	Iteration 36Q: 3 clusters Score -3823009 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3823038.500000 Penalty: 5041.307617
	Iteration 37Q: 3 clusters Score -3823038 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3823086.750000 Penalty: 5041.307617
	Iteration 38Q: 3 clusters Score -3823087 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3823123.500000 Penalty: 5041.307617
	Iteration 39Q: 3 clusters Score -3823124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3823165.000000 Penalty: 5041.307617
	Iteration 40F: 3 clusters Score -3823165 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3823194.750000 Penalty: 5041.307617
	Iteration 41Q: 3 clusters Score -3823195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3823241.750000 Penalty: 5041.307617
	Iteration 42Q: 3 clusters Score -3823242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3823301.000000 Penalty: 5041.307617
	Iteration 43Q: 3 clusters Score -3823301 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3823348.000000 Penalty: 5041.307617
	Iteration 44Q: 3 clusters Score -3823348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3823393.500000 Penalty: 5041.307617
	Iteration 45Q: 3 clusters Score -3823394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3823434.750000 Penalty: 5041.307617
	Iteration 46Q: 3 clusters Score -3823435 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3823490.000000 Penalty: 5041.307617
	Iteration 47Q: 3 clusters Score -3823490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3823507.250000 Penalty: 5041.307617
	Iteration 48Q: 3 clusters Score -3823507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3823566.250000 Penalty: 5041.307617
	Iteration 49Q: 3 clusters Score -3823566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3823592.250000 Penalty: 5041.307617
	Iteration 50Q: 3 clusters Score -3823592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3823624.000000 Penalty: 5041.307617
	Iteration 51Q: 3 clusters Score -3823624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3823659.500000 Penalty: 5041.307617
	Iteration 52Q: 3 clusters Score -3823660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3823677.500000 Penalty: 5041.307617
	Iteration 53Q: 3 clusters Score -3823678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3823696.750000 Penalty: 5041.307617
	Iteration 54Q: 3 clusters Score -3823697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3823695.750000 Penalty: 5041.307617
	Iteration 55Q: 3 clusters Score -3823696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3823725.750000 Penalty: 5041.307617
	Iteration 56Q: 3 clusters Score -3823726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3823726.750000 Penalty: 5041.307617
	Iteration 57Q: 3 clusters Score -3823727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3823727.500000 Penalty: 5041.307617
	Iteration 58Q: 3 clusters Score -3823728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3823745.250000 Penalty: 5041.307617
	Iteration 59Q: 3 clusters Score -3823745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3823747.500000 Penalty: 5041.307617
	Iteration 60F: 3 clusters Score -3823748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3823751.500000 Penalty: 5041.307617
	Iteration 61Q: 3 clusters Score -3823752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3823751.250000 Penalty: 5041.307617
	Iteration 62Q: 3 clusters Score -3823751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3823765.750000 Penalty: 5041.307617
	Iteration 63Q: 3 clusters Score -3823766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3823767.750000 Penalty: 5041.307617
	Iteration 64Q: 3 clusters Score -3823768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3823769.750000 Penalty: 5041.307617
	Iteration 65Q: 3 clusters Score -3823770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3823775.500000 Penalty: 5041.307617
	Iteration 66Q: 3 clusters Score -3823776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3823778.500000 Penalty: 5041.307617
	Iteration 67Q: 3 clusters Score -3823778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3823780.500000 Penalty: 5041.307617
	Iteration 68Q: 3 clusters Score -3823780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3823775.750000 Penalty: 5041.307617
	Iteration 69Q: 3 clusters Score -3823776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3823779.500000 Penalty: 5041.307617
	Iteration 70Q: 3 clusters Score -3823780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3823787.750000 Penalty: 5041.307617
	Iteration 71Q: 3 clusters Score -3823788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3823788.250000 Penalty: 5041.307617
	Iteration 72Q: 3 clusters Score -3823788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3823794.750000 Penalty: 5041.307617
	Iteration 73Q: 3 clusters Score -3823795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3823795.500000 Penalty: 5041.307617
	Iteration 74Q: 3 clusters Score -3823796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3823798.500000 Penalty: 5041.307617
	Iteration 75Q: 3 clusters Score -3823798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3823796.750000 Penalty: 5041.307617
	Iteration 76Q: 3 clusters Score -3823797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3823797.750000 Penalty: 5041.307617
	Iteration 77Q: 3 clusters Score -3823798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3823793.750000 Penalty: 5041.307617
	Iteration 78Q: 3 clusters Score -3823794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3823797.750000 Penalty: 5041.307617
	Iteration 79Q: 3 clusters Score -3823798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3823799.000000 Penalty: 5041.307617
	Iteration 80F: 3 clusters Score -3823799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3823799.500000 Penalty: 5041.307617
	Iteration 81Q: 3 clusters Score -3823800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3823795.000000 Penalty: 5041.307617
	Iteration 82Q: 3 clusters Score -3823795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3823789.250000 Penalty: 5041.307617
	Iteration 83Q: 3 clusters Score -3823789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3823793.500000 Penalty: 5041.307617
	Iteration 84Q: 3 clusters Score -3823794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3823795.750000 Penalty: 5041.307617
	Iteration 85Q: 3 clusters Score -3823796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3823795.750000 Penalty: 5041.307617
	Iteration 86F: 3 clusters Score -3823796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -332280.843750 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -332280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -329527.562500 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -329527.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -330007.656250 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -330007.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330143.062500 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -330143.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330234.656250 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -330234.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -330284.156250 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -330284.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330322.687500 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -330322.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330349.437500 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -330349.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330369.031250 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -330369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330393.687500 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -330393.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -330412.250000 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -330412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -330429.031250 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -330429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330443.468750 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -330443.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -330458.062500 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -330458.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330472.687500 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -330472.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330491.968750 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -330492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330519.093750 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -330519.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330545.750000 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -330545.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330567.281250 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -330567.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -330592.875000 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -330592.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -330610.000000 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -330610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330625.468750 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -330625.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -330636.468750 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -330636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -330642.562500 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -330642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330648.468750 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -330648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330652.687500 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -330652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -330658.250000 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -330658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -330660.500000 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -330660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330663.250000 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -330663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330666.281250 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -330666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330669.218750 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -330669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -330672.281250 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -330672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -330676.812500 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -330676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -330681.468750 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -330681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -330682.625000 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -330682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -330684.468750 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -330684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -330688.656250 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -330688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -330693.812500 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -330693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330697.281250 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -330697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330700.437500 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -330700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -330703.187500 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -330703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -330704.687500 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -330704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -330706.031250 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -330706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -330706.750000 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -330706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -330707.000000 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -330707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -330707.000000 Penalty: 3817.771973
	Iteration 44F: 3 clusters Score -330707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -1097212.375000 Penalty: 2204.719482
	Iteration 0F: 2 clusters Score -1097212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1091305.000000 Penalty: 4409.438965
	Iteration 0F: 3 clusters Score -1091305 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1092990.250000 Penalty: 4409.438965
	Iteration 1F: 3 clusters Score -1092990 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1093488.000000 Penalty: 4409.438965
	Iteration 2F: 3 clusters Score -1093488 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1094012.500000 Penalty: 4409.438965
	Iteration 3F: 3 clusters Score -1094012 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1094500.625000 Penalty: 4409.438965
	Iteration 4F: 3 clusters Score -1094501 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1094907.625000 Penalty: 4409.438965
	Iteration 5F: 3 clusters Score -1094908 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1095278.250000 Penalty: 4409.438965
	Iteration 6F: 3 clusters Score -1095278 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1095542.875000 Penalty: 4409.438965
	Iteration 7Q: 3 clusters Score -1095543 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1095713.625000 Penalty: 4409.438965
	Iteration 8Q: 3 clusters Score -1095714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1095814.250000 Penalty: 4409.438965
	Iteration 9Q: 3 clusters Score -1095814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1095872.000000 Penalty: 4409.438965
	Iteration 10Q: 3 clusters Score -1095872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1095909.125000 Penalty: 4409.438965
	Iteration 11Q: 3 clusters Score -1095909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1095934.500000 Penalty: 4409.438965
	Iteration 12Q: 3 clusters Score -1095934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1095957.625000 Penalty: 4409.438965
	Iteration 13Q: 3 clusters Score -1095958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1095970.875000 Penalty: 4409.438965
	Iteration 14Q: 3 clusters Score -1095971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1095981.000000 Penalty: 4409.438965
	Iteration 15Q: 3 clusters Score -1095981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1095992.250000 Penalty: 4409.438965
	Iteration 16Q: 3 clusters Score -1095992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1095997.750000 Penalty: 4409.438965
	Iteration 17Q: 3 clusters Score -1095998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1096006.875000 Penalty: 4409.438965
	Iteration 18Q: 3 clusters Score -1096007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1096013.125000 Penalty: 4409.438965
	Iteration 19Q: 3 clusters Score -1096013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1096016.000000 Penalty: 4409.438965
	Iteration 20F: 3 clusters Score -1096016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1096020.625000 Penalty: 4409.438965
	Iteration 21Q: 3 clusters Score -1096021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1096023.875000 Penalty: 4409.438965
	Iteration 22Q: 3 clusters Score -1096024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1096030.000000 Penalty: 4409.438965
	Iteration 23Q: 3 clusters Score -1096030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1096030.125000 Penalty: 4409.438965
	Iteration 24Q: 3 clusters Score -1096030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1096037.750000 Penalty: 4409.438965
	Iteration 25Q: 3 clusters Score -1096038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1096043.500000 Penalty: 4409.438965
	Iteration 26Q: 3 clusters Score -1096044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1096054.625000 Penalty: 4409.438965
	Iteration 27Q: 3 clusters Score -1096055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1096064.375000 Penalty: 4409.438965
	Iteration 28Q: 3 clusters Score -1096064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1096075.000000 Penalty: 4409.438965
	Iteration 29Q: 3 clusters Score -1096075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1096088.875000 Penalty: 4409.438965
	Iteration 30Q: 3 clusters Score -1096089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1096101.250000 Penalty: 4409.438965
	Iteration 31Q: 3 clusters Score -1096101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1096120.750000 Penalty: 4409.438965
	Iteration 32Q: 3 clusters Score -1096121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1096139.125000 Penalty: 4409.438965
	Iteration 33Q: 3 clusters Score -1096139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1096156.250000 Penalty: 4409.438965
	Iteration 34Q: 3 clusters Score -1096156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1096163.000000 Penalty: 4409.438965
	Iteration 35Q: 3 clusters Score -1096163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1096176.000000 Penalty: 4409.438965
	Iteration 36Q: 3 clusters Score -1096176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1096191.125000 Penalty: 4409.438965
	Iteration 37Q: 3 clusters Score -1096191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1096199.125000 Penalty: 4409.438965
	Iteration 38Q: 3 clusters Score -1096199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1096206.250000 Penalty: 4409.438965
	Iteration 39Q: 3 clusters Score -1096206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1096212.500000 Penalty: 4409.438965
	Iteration 40F: 3 clusters Score -1096212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1096219.125000 Penalty: 4409.438965
	Iteration 41Q: 3 clusters Score -1096219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1096226.000000 Penalty: 4409.438965
	Iteration 42Q: 3 clusters Score -1096226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1096234.000000 Penalty: 4409.438965
	Iteration 43Q: 3 clusters Score -1096234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1096242.000000 Penalty: 4409.438965
	Iteration 44Q: 3 clusters Score -1096242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1096251.375000 Penalty: 4409.438965
	Iteration 45Q: 3 clusters Score -1096251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1096259.750000 Penalty: 4409.438965
	Iteration 46Q: 3 clusters Score -1096260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1096271.875000 Penalty: 4409.438965
	Iteration 47Q: 3 clusters Score -1096272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1096280.750000 Penalty: 4409.438965
	Iteration 48Q: 3 clusters Score -1096281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1096284.875000 Penalty: 4409.438965
	Iteration 49Q: 3 clusters Score -1096285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1096286.750000 Penalty: 4409.438965
	Iteration 50Q: 3 clusters Score -1096287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1096291.500000 Penalty: 4409.438965
	Iteration 51Q: 3 clusters Score -1096292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1096292.875000 Penalty: 4409.438965
	Iteration 52Q: 3 clusters Score -1096293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1096295.500000 Penalty: 4409.438965
	Iteration 53Q: 3 clusters Score -1096296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1096299.125000 Penalty: 4409.438965
	Iteration 54Q: 3 clusters Score -1096299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1096299.000000 Penalty: 4409.438965
	Iteration 55Q: 3 clusters Score -1096299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1096301.500000 Penalty: 4409.438965
	Iteration 56Q: 3 clusters Score -1096302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1096301.375000 Penalty: 4409.438965
	Iteration 57Q: 3 clusters Score -1096301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1096302.125000 Penalty: 4409.438965
	Iteration 58Q: 3 clusters Score -1096302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1096301.625000 Penalty: 4409.438965
	Iteration 59Q: 3 clusters Score -1096302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1096302.375000 Penalty: 4409.438965
	Iteration 60F: 3 clusters Score -1096302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (85971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Entering Unmasked Estep 
Score: -13551741.000000 Penalty: 2817.717773
	Iteration 0F: 2 clusters Score -1.355174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -13498249.000000 Penalty: 5635.435547
	Iteration 0F: 3 clusters Score -1.349825e+07 nChanged 40482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -13521235.000000 Penalty: 5635.435547
	Iteration 1F: 3 clusters Score -1.352124e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -13522266.000000 Penalty: 5635.435547
	Iteration 2Q: 3 clusters Score -1.352227e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -13523627.000000 Penalty: 5635.435547
	Iteration 3Q: 3 clusters Score -1.352363e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -13525449.000000 Penalty: 5635.435547
	Iteration 4F: 3 clusters Score -1.352545e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -13528280.000000 Penalty: 5635.435547
	Iteration 5F: 3 clusters Score -1.352828e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13532151.000000 Penalty: 5635.435547
	Iteration 6F: 3 clusters Score -1.353215e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -13536075.000000 Penalty: 5635.435547
	Iteration 7F: 3 clusters Score -1.353608e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -13539270.000000 Penalty: 5635.435547
	Iteration 8F: 3 clusters Score -1.353927e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -13541923.000000 Penalty: 5635.435547
	Iteration 9F: 3 clusters Score -1.354192e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -13543940.000000 Penalty: 5635.435547
	Iteration 10Q: 3 clusters Score -1.354394e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -13545533.000000 Penalty: 5635.435547
	Iteration 11Q: 3 clusters Score -1.354553e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -13546686.000000 Penalty: 5635.435547
	Iteration 12Q: 3 clusters Score -1.354669e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -13547728.000000 Penalty: 5635.435547
	Iteration 13Q: 3 clusters Score -1.354773e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -13548442.000000 Penalty: 5635.435547
	Iteration 14Q: 3 clusters Score -1.354844e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13548855.000000 Penalty: 5635.435547
	Iteration 15Q: 3 clusters Score -1.354886e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13549062.000000 Penalty: 5635.435547
	Iteration 16Q: 3 clusters Score -1.354906e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13549270.000000 Penalty: 5635.435547
	Iteration 17Q: 3 clusters Score -1.354927e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13549386.000000 Penalty: 5635.435547
	Iteration 18Q: 3 clusters Score -1.354939e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13549413.000000 Penalty: 5635.435547
	Iteration 19Q: 3 clusters Score -1.354941e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84889 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13549484.000000 Penalty: 5635.435547
	Iteration 20F: 3 clusters Score -1.354948e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13549516.000000 Penalty: 5635.435547
	Iteration 21Q: 3 clusters Score -1.354952e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13549535.000000 Penalty: 5635.435547
	Iteration 22Q: 3 clusters Score -1.354954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13549562.000000 Penalty: 5635.435547
	Iteration 23Q: 3 clusters Score -1.354956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13549586.000000 Penalty: 5635.435547
	Iteration 24Q: 3 clusters Score -1.354959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13549609.000000 Penalty: 5635.435547
	Iteration 25Q: 3 clusters Score -1.354961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13549606.000000 Penalty: 5635.435547
	Iteration 26Q: 3 clusters Score -1.354961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13549617.000000 Penalty: 5635.435547
	Iteration 27Q: 3 clusters Score -1.354962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13549618.000000 Penalty: 5635.435547
	Iteration 28Q: 3 clusters Score -1.354962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13549629.000000 Penalty: 5635.435547
	Iteration 29Q: 3 clusters Score -1.354963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13549627.000000 Penalty: 5635.435547
	Iteration 30Q: 3 clusters Score -1.354963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13549625.000000 Penalty: 5635.435547
	Iteration 31Q: 3 clusters Score -1.354962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13549624.000000 Penalty: 5635.435547
	Iteration 32Q: 3 clusters Score -1.354962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -13549628.000000 Penalty: 5635.435547
	Iteration 33Q: 3 clusters Score -1.354963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13549631.000000 Penalty: 5635.435547
	Iteration 34Q: 3 clusters Score -1.354963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13549630.000000 Penalty: 5635.435547
	Iteration 35Q: 3 clusters Score -1.354963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13549623.000000 Penalty: 5635.435547
	Iteration 36Q: 3 clusters Score -1.354962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13549636.000000 Penalty: 5635.435547
	Iteration 37Q: 3 clusters Score -1.354964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13549634.000000 Penalty: 5635.435547
	Iteration 38Q: 3 clusters Score -1.354963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13549632.000000 Penalty: 5635.435547
	Iteration 39Q: 3 clusters Score -1.354963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13549640.000000 Penalty: 5635.435547
	Iteration 40F: 3 clusters Score -1.354964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13549633.000000 Penalty: 5635.435547
	Iteration 41Q: 3 clusters Score -1.354963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13549638.000000 Penalty: 5635.435547
	Iteration 42Q: 3 clusters Score -1.354964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13549641.000000 Penalty: 5635.435547
	Iteration 43Q: 3 clusters Score -1.354964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13549641.000000 Penalty: 5635.435547
	Iteration 44Q: 3 clusters Score -1.354964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13549639.000000 Penalty: 5635.435547
	Iteration 45Q: 3 clusters Score -1.354964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13549638.000000 Penalty: 5635.435547
	Iteration 46Q: 3 clusters Score -1.354964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13549635.000000 Penalty: 5635.435547
	Iteration 47Q: 3 clusters Score -1.354964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13549635.000000 Penalty: 5635.435547
	Iteration 48Q: 3 clusters Score -1.354964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13549634.000000 Penalty: 5635.435547
	Iteration 49Q: 3 clusters Score -1.354963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13549634.000000 Penalty: 5635.435547
	Iteration 50F: 3 clusters Score -1.354963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -2255416.500000 Penalty: 2373.888672
	Iteration 0F: 2 clusters Score -2255416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2245017.000000 Penalty: 4747.777344
	Iteration 0F: 3 clusters Score -2245017 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2248331.250000 Penalty: 4747.777344
	Iteration 1F: 3 clusters Score -2248331 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2248749.750000 Penalty: 4747.777344
	Iteration 2F: 3 clusters Score -2248750 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2249177.000000 Penalty: 4747.777344
	Iteration 3F: 3 clusters Score -2249177 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2249691.500000 Penalty: 4747.777344
	Iteration 4F: 3 clusters Score -2249692 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2250424.750000 Penalty: 4747.777344
	Iteration 5F: 3 clusters Score -2250425 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2251254.500000 Penalty: 4747.777344
	Iteration 6F: 3 clusters Score -2251254 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2252032.000000 Penalty: 4747.777344
	Iteration 7F: 3 clusters Score -2252032 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2252522.250000 Penalty: 4747.777344
	Iteration 8F: 3 clusters Score -2252522 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2252812.000000 Penalty: 4747.777344
	Iteration 9Q: 3 clusters Score -2252812 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2252983.000000 Penalty: 4747.777344
	Iteration 10Q: 3 clusters Score -2252983 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2253079.750000 Penalty: 4747.777344
	Iteration 11Q: 3 clusters Score -2253080 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2253147.750000 Penalty: 4747.777344
	Iteration 12Q: 3 clusters Score -2253148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2253192.000000 Penalty: 4747.777344
	Iteration 13Q: 3 clusters Score -2253192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2253230.500000 Penalty: 4747.777344
	Iteration 14Q: 3 clusters Score -2253230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2253244.500000 Penalty: 4747.777344
	Iteration 15Q: 3 clusters Score -2253244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2253260.000000 Penalty: 4747.777344
	Iteration 16Q: 3 clusters Score -2253260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2253273.750000 Penalty: 4747.777344
	Iteration 17Q: 3 clusters Score -2253274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2253292.500000 Penalty: 4747.777344
	Iteration 18Q: 3 clusters Score -2253292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2253303.500000 Penalty: 4747.777344
	Iteration 19Q: 3 clusters Score -2253304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2253317.250000 Penalty: 4747.777344
	Iteration 20F: 3 clusters Score -2253317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2253326.250000 Penalty: 4747.777344
	Iteration 21Q: 3 clusters Score -2253326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2253342.750000 Penalty: 4747.777344
	Iteration 22Q: 3 clusters Score -2253343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2253349.000000 Penalty: 4747.777344
	Iteration 23Q: 3 clusters Score -2253349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2253353.750000 Penalty: 4747.777344
	Iteration 24Q: 3 clusters Score -2253354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2253360.750000 Penalty: 4747.777344
	Iteration 25Q: 3 clusters Score -2253361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2253364.000000 Penalty: 4747.777344
	Iteration 26Q: 3 clusters Score -2253364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2253370.500000 Penalty: 4747.777344
	Iteration 27Q: 3 clusters Score -2253370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2253370.750000 Penalty: 4747.777344
	Iteration 28Q: 3 clusters Score -2253371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2253368.750000 Penalty: 4747.777344
	Iteration 29Q: 3 clusters Score -2253369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2253379.000000 Penalty: 4747.777344
	Iteration 30Q: 3 clusters Score -2253379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2253383.250000 Penalty: 4747.777344
	Iteration 31Q: 3 clusters Score -2253383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2253384.750000 Penalty: 4747.777344
	Iteration 32Q: 3 clusters Score -2253385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2253387.750000 Penalty: 4747.777344
	Iteration 33Q: 3 clusters Score -2253388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2253389.750000 Penalty: 4747.777344
	Iteration 34Q: 3 clusters Score -2253390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2253390.750000 Penalty: 4747.777344
	Iteration 35Q: 3 clusters Score -2253391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2253392.000000 Penalty: 4747.777344
	Iteration 36Q: 3 clusters Score -2253392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2253392.500000 Penalty: 4747.777344
	Iteration 37Q: 3 clusters Score -2253392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2253398.000000 Penalty: 4747.777344
	Iteration 38Q: 3 clusters Score -2253398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2253402.500000 Penalty: 4747.777344
	Iteration 39Q: 3 clusters Score -2253402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2253408.000000 Penalty: 4747.777344
	Iteration 40F: 3 clusters Score -2253408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2253412.250000 Penalty: 4747.777344
	Iteration 41Q: 3 clusters Score -2253412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2253409.750000 Penalty: 4747.777344
	Iteration 42Q: 3 clusters Score -2253410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2253409.000000 Penalty: 4747.777344
	Iteration 43Q: 3 clusters Score -2253409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2253409.000000 Penalty: 4747.777344
	Iteration 44Q: 3 clusters Score -2253409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2253414.000000 Penalty: 4747.777344
	Iteration 45Q: 3 clusters Score -2253414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2253411.250000 Penalty: 4747.777344
	Iteration 46Q: 3 clusters Score -2253411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2253410.250000 Penalty: 4747.777344
	Iteration 47Q: 3 clusters Score -2253410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2253413.250000 Penalty: 4747.777344
	Iteration 48Q: 3 clusters Score -2253413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2253415.500000 Penalty: 4747.777344
	Iteration 49Q: 3 clusters Score -2253416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2253417.500000 Penalty: 4747.777344
	Iteration 50Q: 3 clusters Score -2253418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2253418.250000 Penalty: 4747.777344
	Iteration 51Q: 3 clusters Score -2253418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2253419.500000 Penalty: 4747.777344
	Iteration 52Q: 3 clusters Score -2253420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2253421.500000 Penalty: 4747.777344
	Iteration 53Q: 3 clusters Score -2253422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2253419.250000 Penalty: 4747.777344
	Iteration 54Q: 3 clusters Score -2253419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2253422.000000 Penalty: 4747.777344
	Iteration 55Q: 3 clusters Score -2253422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2253422.000000 Penalty: 4747.777344
	Iteration 56Q: 3 clusters Score -2253422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2253416.750000 Penalty: 4747.777344
	Iteration 57Q: 3 clusters Score -2253417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2253423.500000 Penalty: 4747.777344
	Iteration 58Q: 3 clusters Score -2253424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2253423.750000 Penalty: 4747.777344
	Iteration 59Q: 3 clusters Score -2253424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2253422.250000 Penalty: 4747.777344
	Iteration 60F: 3 clusters Score -2253422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2253427.000000 Penalty: 4747.777344
	Iteration 61Q: 3 clusters Score -2253427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2253430.000000 Penalty: 4747.777344
	Iteration 62Q: 3 clusters Score -2253430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2253427.750000 Penalty: 4747.777344
	Iteration 63Q: 3 clusters Score -2253428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2253429.000000 Penalty: 4747.777344
	Iteration 64Q: 3 clusters Score -2253429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2253432.000000 Penalty: 4747.777344
	Iteration 65Q: 3 clusters Score -2253432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2253433.750000 Penalty: 4747.777344
	Iteration 66Q: 3 clusters Score -2253434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2253436.000000 Penalty: 4747.777344
	Iteration 67Q: 3 clusters Score -2253436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2253435.500000 Penalty: 4747.777344
	Iteration 68Q: 3 clusters Score -2253436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2253435.750000 Penalty: 4747.777344
	Iteration 69Q: 3 clusters Score -2253436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2253439.250000 Penalty: 4747.777344
	Iteration 70Q: 3 clusters Score -2253439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2253441.500000 Penalty: 4747.777344
	Iteration 71Q: 3 clusters Score -2253442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2253443.250000 Penalty: 4747.777344
	Iteration 72Q: 3 clusters Score -2253443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2253447.750000 Penalty: 4747.777344
	Iteration 73Q: 3 clusters Score -2253448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2253451.000000 Penalty: 4747.777344
	Iteration 74Q: 3 clusters Score -2253451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2253448.500000 Penalty: 4747.777344
	Iteration 75Q: 3 clusters Score -2253448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2253451.250000 Penalty: 4747.777344
	Iteration 76Q: 3 clusters Score -2253451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2253449.750000 Penalty: 4747.777344
	Iteration 77Q: 3 clusters Score -2253450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2253453.750000 Penalty: 4747.777344
	Iteration 78Q: 3 clusters Score -2253454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2253452.500000 Penalty: 4747.777344
	Iteration 79Q: 3 clusters Score -2253452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2253451.500000 Penalty: 4747.777344
	Iteration 80F: 3 clusters Score -2253452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2253450.500000 Penalty: 4747.777344
	Iteration 81Q: 3 clusters Score -2253450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2253454.750000 Penalty: 4747.777344
	Iteration 82Q: 3 clusters Score -2253455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2253456.250000 Penalty: 4747.777344
	Iteration 83Q: 3 clusters Score -2253456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2253457.750000 Penalty: 4747.777344
	Iteration 84Q: 3 clusters Score -2253458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2253459.500000 Penalty: 4747.777344
	Iteration 85Q: 3 clusters Score -2253460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2253461.000000 Penalty: 4747.777344
	Iteration 86Q: 3 clusters Score -2253461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2253463.250000 Penalty: 4747.777344
	Iteration 87Q: 3 clusters Score -2253463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2253465.000000 Penalty: 4747.777344
	Iteration 88Q: 3 clusters Score -2253465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2253468.000000 Penalty: 4747.777344
	Iteration 89Q: 3 clusters Score -2253468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2253471.000000 Penalty: 4747.777344
	Iteration 90Q: 3 clusters Score -2253471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2253472.250000 Penalty: 4747.777344
	Iteration 91Q: 3 clusters Score -2253472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2253471.750000 Penalty: 4747.777344
	Iteration 92Q: 3 clusters Score -2253472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2253473.750000 Penalty: 4747.777344
	Iteration 93Q: 3 clusters Score -2253474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 4747.777344
	Iteration 94Q: 3 clusters Score -2253478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2253481.250000 Penalty: 4747.777344
	Iteration 95Q: 3 clusters Score -2253481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 4747.777344
	Iteration 96Q: 3 clusters Score -2253478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2253482.000000 Penalty: 4747.777344
	Iteration 97Q: 3 clusters Score -2253482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2253478.750000 Penalty: 4747.777344
	Iteration 98Q: 3 clusters Score -2253479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2253480.250000 Penalty: 4747.777344
	Iteration 99Q: 3 clusters Score -2253480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2253487.750000 Penalty: 4747.777344
	Iteration 100F: 3 clusters Score -2253488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2253487.250000 Penalty: 4747.777344
	Iteration 101Q: 3 clusters Score -2253487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2253488.250000 Penalty: 4747.777344
	Iteration 102Q: 3 clusters Score -2253488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2253488.750000 Penalty: 4747.777344
	Iteration 103Q: 3 clusters Score -2253489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2253490.000000 Penalty: 4747.777344
	Iteration 104Q: 3 clusters Score -2253490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2253502.250000 Penalty: 4747.777344
	Iteration 105Q: 3 clusters Score -2253502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2253501.000000 Penalty: 4747.777344
	Iteration 106Q: 3 clusters Score -2253501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2253512.750000 Penalty: 4747.777344
	Iteration 107Q: 3 clusters Score -2253513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2253512.500000 Penalty: 4747.777344
	Iteration 108Q: 3 clusters Score -2253512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2253512.000000 Penalty: 4747.777344
	Iteration 109Q: 3 clusters Score -2253512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2253515.500000 Penalty: 4747.777344
	Iteration 110Q: 3 clusters Score -2253516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2253516.250000 Penalty: 4747.777344
	Iteration 111Q: 3 clusters Score -2253516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2253521.000000 Penalty: 4747.777344
	Iteration 112Q: 3 clusters Score -2253521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2253526.000000 Penalty: 4747.777344
	Iteration 113Q: 3 clusters Score -2253526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2253527.000000 Penalty: 4747.777344
	Iteration 114Q: 3 clusters Score -2253527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2253532.500000 Penalty: 4747.777344
	Iteration 115Q: 3 clusters Score -2253532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2253534.000000 Penalty: 4747.777344
	Iteration 116Q: 3 clusters Score -2253534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2253534.500000 Penalty: 4747.777344
	Iteration 117Q: 3 clusters Score -2253534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2253540.500000 Penalty: 4747.777344
	Iteration 118Q: 3 clusters Score -2253540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2253542.250000 Penalty: 4747.777344
	Iteration 119Q: 3 clusters Score -2253542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2253547.500000 Penalty: 4747.777344
	Iteration 120F: 3 clusters Score -2253548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2253550.000000 Penalty: 4747.777344
	Iteration 121Q: 3 clusters Score -2253550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2253552.000000 Penalty: 4747.777344
	Iteration 122Q: 3 clusters Score -2253552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2253551.500000 Penalty: 4747.777344
	Iteration 123Q: 3 clusters Score -2253552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2253553.250000 Penalty: 4747.777344
	Iteration 124Q: 3 clusters Score -2253553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2253554.500000 Penalty: 4747.777344
	Iteration 125Q: 3 clusters Score -2253554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2253556.500000 Penalty: 4747.777344
	Iteration 126Q: 3 clusters Score -2253556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2253556.000000 Penalty: 4747.777344
	Iteration 127Q: 3 clusters Score -2253556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2253556.000000 Penalty: 4747.777344
	Iteration 128Q: 3 clusters Score -2253556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2253557.250000 Penalty: 4747.777344
	Iteration 129Q: 3 clusters Score -2253557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2253562.000000 Penalty: 4747.777344
	Iteration 130Q: 3 clusters Score -2253562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2253561.500000 Penalty: 4747.777344
	Iteration 131Q: 3 clusters Score -2253562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2253561.000000 Penalty: 4747.777344
	Iteration 132Q: 3 clusters Score -2253561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2253562.000000 Penalty: 4747.777344
	Iteration 133Q: 3 clusters Score -2253562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2253560.250000 Penalty: 4747.777344
	Iteration 134Q: 3 clusters Score -2253560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2253569.000000 Penalty: 4747.777344
	Iteration 135Q: 3 clusters Score -2253569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2253564.250000 Penalty: 4747.777344
	Iteration 136Q: 3 clusters Score -2253564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2253565.250000 Penalty: 4747.777344
	Iteration 137Q: 3 clusters Score -2253565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2253569.250000 Penalty: 4747.777344
	Iteration 138Q: 3 clusters Score -2253569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2253569.000000 Penalty: 4747.777344
	Iteration 139Q: 3 clusters Score -2253569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2253571.500000 Penalty: 4747.777344
	Iteration 140F: 3 clusters Score -2253572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2253576.500000 Penalty: 4747.777344
	Iteration 141Q: 3 clusters Score -2253576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2253573.750000 Penalty: 4747.777344
	Iteration 142Q: 3 clusters Score -2253574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2253571.250000 Penalty: 4747.777344
	Iteration 143Q: 3 clusters Score -2253571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2253574.000000 Penalty: 4747.777344
	Iteration 144Q: 3 clusters Score -2253574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2253575.500000 Penalty: 4747.777344
	Iteration 145Q: 3 clusters Score -2253576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2253574.500000 Penalty: 4747.777344
	Iteration 146Q: 3 clusters Score -2253574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2253573.250000 Penalty: 4747.777344
	Iteration 147Q: 3 clusters Score -2253573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2253573.250000 Penalty: 4747.777344
	Iteration 148F: 3 clusters Score -2253573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -1079978.625000 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -1079979 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 3657 members 
Entering Unmasked Estep 
Score: -1074077.625000 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -1074078 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1075843.250000 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -1075843 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1076142.750000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -1076143 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1076341.875000 Penalty: 4411.824707
	Iteration 3Q: 3 clusters Score -1076342 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1076528.250000 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -1076528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1076672.500000 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -1076672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1076808.000000 Penalty: 4411.824707
	Iteration 6Q: 3 clusters Score -1076808 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1076943.750000 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -1076944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1077077.250000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -1077077 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1077206.000000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -1077206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1077301.250000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -1077301 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1077395.875000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -1077396 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1077494.875000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -1077495 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1077583.375000 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -1077583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1077676.000000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -1077676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1077766.500000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -1077766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1077848.375000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -1077848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1077913.500000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -1077914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1077949.625000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -1077950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1077982.375000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -1077982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1078013.500000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -1078014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1078037.625000 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -1078038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1078060.500000 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -1078060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1078085.125000 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -1078085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1078105.750000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -1078106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1078118.500000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -1078118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1078127.500000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -1078128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1078129.250000 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -1078129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1078133.125000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -1078133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1078135.000000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -1078135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1078137.875000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -1078138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1078141.125000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -1078141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1078142.000000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -1078142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1078144.875000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -1078145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1078142.875000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -1078143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1078146.625000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -1078147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1078152.875000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -1078153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1078152.250000 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -1078152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1078153.000000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -1078153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1078153.375000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -1078153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1078157.625000 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -1078158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1078161.875000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -1078162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1078160.000000 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -1078160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1078160.000000 Penalty: 4411.824707
	Iteration 43F: 3 clusters Score -1078160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Entering Unmasked Estep 
Score: -5204741.000000 Penalty: 2583.111572
	Iteration 0F: 2 clusters Score -5204741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -5181942.000000 Penalty: 5166.223145
	Iteration 0F: 3 clusters Score -5181942 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -5190930.000000 Penalty: 5166.223145
	Iteration 1F: 3 clusters Score -5190930 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5191936.500000 Penalty: 5166.223145
	Iteration 2F: 3 clusters Score -5191936 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5193181.000000 Penalty: 5166.223145
	Iteration 3F: 3 clusters Score -5193181 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5194624.500000 Penalty: 5166.223145
	Iteration 4F: 3 clusters Score -5194624 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5195988.000000 Penalty: 5166.223145
	Iteration 5F: 3 clusters Score -5195988 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5197150.000000 Penalty: 5166.223145
	Iteration 6F: 3 clusters Score -5197150 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5198095.500000 Penalty: 5166.223145
	Iteration 7F: 3 clusters Score -5198096 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5198806.000000 Penalty: 5166.223145
	Iteration 8Q: 3 clusters Score -5198806 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5199336.000000 Penalty: 5166.223145
	Iteration 9Q: 3 clusters Score -5199336 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5199755.000000 Penalty: 5166.223145
	Iteration 10Q: 3 clusters Score -5199755 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -5200140.000000 Penalty: 5166.223145
	Iteration 11Q: 3 clusters Score -5200140 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5200484.000000 Penalty: 5166.223145
	Iteration 12Q: 3 clusters Score -5200484 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5200848.000000 Penalty: 5166.223145
	Iteration 13Q: 3 clusters Score -5200848 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5201141.500000 Penalty: 5166.223145
	Iteration 14Q: 3 clusters Score -5201142 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5201417.500000 Penalty: 5166.223145
	Iteration 15Q: 3 clusters Score -5201418 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5201658.500000 Penalty: 5166.223145
	Iteration 16Q: 3 clusters Score -5201658 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5201892.500000 Penalty: 5166.223145
	Iteration 17Q: 3 clusters Score -5201892 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5202083.000000 Penalty: 5166.223145
	Iteration 18Q: 3 clusters Score -5202083 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5202215.000000 Penalty: 5166.223145
	Iteration 19Q: 3 clusters Score -5202215 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5202320.500000 Penalty: 5166.223145
	Iteration 20F: 3 clusters Score -5202320 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5202426.500000 Penalty: 5166.223145
	Iteration 21Q: 3 clusters Score -5202426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5202492.000000 Penalty: 5166.223145
	Iteration 22Q: 3 clusters Score -5202492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5202555.500000 Penalty: 5166.223145
	Iteration 23Q: 3 clusters Score -5202556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5202582.500000 Penalty: 5166.223145
	Iteration 24Q: 3 clusters Score -5202582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5202607.000000 Penalty: 5166.223145
	Iteration 25Q: 3 clusters Score -5202607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5202640.000000 Penalty: 5166.223145
	Iteration 26Q: 3 clusters Score -5202640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5202663.000000 Penalty: 5166.223145
	Iteration 27Q: 3 clusters Score -5202663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5202679.500000 Penalty: 5166.223145
	Iteration 28Q: 3 clusters Score -5202680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5202693.000000 Penalty: 5166.223145
	Iteration 29Q: 3 clusters Score -5202693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5202700.000000 Penalty: 5166.223145
	Iteration 30Q: 3 clusters Score -5202700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5202716.500000 Penalty: 5166.223145
	Iteration 31Q: 3 clusters Score -5202716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5202729.500000 Penalty: 5166.223145
	Iteration 32Q: 3 clusters Score -5202730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5202741.500000 Penalty: 5166.223145
	Iteration 33Q: 3 clusters Score -5202742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5202754.500000 Penalty: 5166.223145
	Iteration 34Q: 3 clusters Score -5202754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5202769.500000 Penalty: 5166.223145
	Iteration 35Q: 3 clusters Score -5202770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5202763.500000 Penalty: 5166.223145
	Iteration 36Q: 3 clusters Score -5202764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5202780.500000 Penalty: 5166.223145
	Iteration 37Q: 3 clusters Score -5202780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5202791.000000 Penalty: 5166.223145
	Iteration 38Q: 3 clusters Score -5202791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5202798.500000 Penalty: 5166.223145
	Iteration 39Q: 3 clusters Score -5202798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5202798.500000 Penalty: 5166.223145
	Iteration 40F: 3 clusters Score -5202798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5202798.500000 Penalty: 5166.223145
	Iteration 41Q: 3 clusters Score -5202798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5202798.500000 Penalty: 5166.223145
	Iteration 42F: 3 clusters Score -5202798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -168672.453125 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -168672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166669.812500 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -166669.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -166999.296875 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -166999.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167114.234375 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -167114.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -167188.515625 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -167188.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167243.937500 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -167243.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -167279.953125 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -167280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167288.890625 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -167288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -167300.500000 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -167300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -167310.015625 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -167310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -167320.937500 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -167320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -167332.734375 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -167332.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -167341.781250 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -167341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -167347.437500 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -167347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -167350.125000 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -167350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167355.718750 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -167355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -167361.531250 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -167361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -167367.609375 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -167367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -167374.515625 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -167374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -167376.984375 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -167377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -167382.281250 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -167382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -167387.062500 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -167387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -167388.468750 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -167388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -167389.156250 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -167389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -167390.078125 Penalty: 3486.866699
	Iteration 23Q: 3 clusters Score -167390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -167390.718750 Penalty: 3486.866699
	Iteration 24Q: 3 clusters Score -167390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -167390.718750 Penalty: 3486.866699
	Iteration 25F: 3 clusters Score -167390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (52499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Entering Unmasked Estep 
Score: -8178416.500000 Penalty: 2695.400146
	Iteration 0F: 2 clusters Score -8178416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8142943.500000 Penalty: 5390.800293
	Iteration 0F: 3 clusters Score -8142944 nChanged 24458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -8156646.000000 Penalty: 5390.800293
	Iteration 1F: 3 clusters Score -8156646 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -8157268.500000 Penalty: 5390.800293
	Iteration 2Q: 3 clusters Score -8157268 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -8158000.500000 Penalty: 5390.800293
	Iteration 3Q: 3 clusters Score -8158000 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -8158935.000000 Penalty: 5390.800293
	Iteration 4Q: 3 clusters Score -8158935 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8160182.000000 Penalty: 5390.800293
	Iteration 5Q: 3 clusters Score -8160182 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -8161856.500000 Penalty: 5390.800293
	Iteration 6F: 3 clusters Score -8161856 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -8164102.000000 Penalty: 5390.800293
	Iteration 7F: 3 clusters Score -8164102 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -8166789.500000 Penalty: 5390.800293
	Iteration 8F: 3 clusters Score -8166790 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8169623.000000 Penalty: 5390.800293
	Iteration 9F: 3 clusters Score -8169623 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -8172081.500000 Penalty: 5390.800293
	Iteration 10F: 3 clusters Score -8172082 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -8173743.500000 Penalty: 5390.800293
	Iteration 11Q: 3 clusters Score -8173744 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -8174696.500000 Penalty: 5390.800293
	Iteration 12Q: 3 clusters Score -8174696 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -8175253.500000 Penalty: 5390.800293
	Iteration 13Q: 3 clusters Score -8175254 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -8175548.500000 Penalty: 5390.800293
	Iteration 14Q: 3 clusters Score -8175548 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -8175727.000000 Penalty: 5390.800293
	Iteration 15Q: 3 clusters Score -8175727 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -8175852.500000 Penalty: 5390.800293
	Iteration 16Q: 3 clusters Score -8175852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -8175910.000000 Penalty: 5390.800293
	Iteration 17Q: 3 clusters Score -8175910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -8175961.500000 Penalty: 5390.800293
	Iteration 18Q: 3 clusters Score -8175962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8175975.000000 Penalty: 5390.800293
	Iteration 19Q: 3 clusters Score -8175975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -8176001.500000 Penalty: 5390.800293
	Iteration 20F: 3 clusters Score -8176002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -8176007.000000 Penalty: 5390.800293
	Iteration 21Q: 3 clusters Score -8176007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -8176005.000000 Penalty: 5390.800293
	Iteration 22Q: 3 clusters Score -8176005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -8176018.500000 Penalty: 5390.800293
	Iteration 23Q: 3 clusters Score -8176018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -8176030.500000 Penalty: 5390.800293
	Iteration 24Q: 3 clusters Score -8176030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -8176043.000000 Penalty: 5390.800293
	Iteration 25Q: 3 clusters Score -8176043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -8176046.000000 Penalty: 5390.800293
	Iteration 26Q: 3 clusters Score -8176046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8176046.500000 Penalty: 5390.800293
	Iteration 27Q: 3 clusters Score -8176046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -8176053.500000 Penalty: 5390.800293
	Iteration 28Q: 3 clusters Score -8176054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -8176055.500000 Penalty: 5390.800293
	Iteration 29Q: 3 clusters Score -8176056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8176052.000000 Penalty: 5390.800293
	Iteration 30Q: 3 clusters Score -8176052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8176054.500000 Penalty: 5390.800293
	Iteration 31Q: 3 clusters Score -8176054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -8176054.000000 Penalty: 5390.800293
	Iteration 32Q: 3 clusters Score -8176054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -8176053.500000 Penalty: 5390.800293
	Iteration 33Q: 3 clusters Score -8176054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -8176053.500000 Penalty: 5390.800293
	Iteration 34Q: 3 clusters Score -8176054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8176056.500000 Penalty: 5390.800293
	Iteration 35Q: 3 clusters Score -8176056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -8176055.500000 Penalty: 5390.800293
	Iteration 36Q: 3 clusters Score -8176056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -8176054.000000 Penalty: 5390.800293
	Iteration 37Q: 3 clusters Score -8176054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -8176054.000000 Penalty: 5390.800293
	Iteration 38F: 3 clusters Score -8176054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -83286.062500 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -83286.06 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 263 members 
Entering Unmasked Estep 
Score: -81715.976562 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -81715.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81880.906250 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -81880.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81940.078125 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -81940.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81953.093750 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -81953.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81960.679688 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -81960.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81964.976562 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -81964.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81979.742188 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -81979.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81993.523438 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -81993.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81999.359375 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -81999.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82000.539062 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -82000.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82000.539062 Penalty: 3128.816650
	Iteration 10F: 3 clusters Score -82000.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -1256208.750000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -1256209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1249523.375000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -1249523 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1251440.500000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -1251440 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1251832.500000 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -1251832 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1252237.625000 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -1252238 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1252622.500000 Penalty: 4485.086426
	Iteration 4F: 3 clusters Score -1252622 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1252928.500000 Penalty: 4485.086426
	Iteration 5F: 3 clusters Score -1252928 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1253161.125000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -1253161 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1253364.125000 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -1253364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1253517.250000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -1253517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1253644.625000 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -1253645 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1253744.000000 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -1253744 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1253836.000000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -1253836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1253924.250000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -1253924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1254013.250000 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -1254013 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1254097.875000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -1254098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1254188.125000 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -1254188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1254261.500000 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -1254262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1254334.500000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -1254334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1254402.750000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -1254403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1254453.750000 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -1254454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1254497.500000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -1254498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1254537.000000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -1254537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1254565.000000 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -1254565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1254585.750000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -1254586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1254614.500000 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -1254614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1254636.500000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -1254636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1254657.375000 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -1254657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1254669.125000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -1254669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1254682.375000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -1254682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1254687.125000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -1254687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1254691.250000 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -1254691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1254695.000000 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -1254695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1254694.125000 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -1254694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1254697.875000 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -1254698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1254703.625000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -1254704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1254709.875000 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -1254710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1254714.125000 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -1254714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1254720.625000 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -1254721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1254725.875000 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -1254726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1254727.250000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -1254727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1254729.125000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -1254729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1254730.875000 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -1254731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1254731.250000 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -1254731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1254736.125000 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -1254736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1254739.500000 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -1254740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1254742.375000 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -1254742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1254744.750000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -1254745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1254748.875000 Penalty: 4485.086426
	Iteration 47Q: 3 clusters Score -1254749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1254751.750000 Penalty: 4485.086426
	Iteration 48Q: 3 clusters Score -1254752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1254755.500000 Penalty: 4485.086426
	Iteration 49Q: 3 clusters Score -1254756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1254756.625000 Penalty: 4485.086426
	Iteration 50Q: 3 clusters Score -1254757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1254754.500000 Penalty: 4485.086426
	Iteration 51Q: 3 clusters Score -1254754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1254755.875000 Penalty: 4485.086426
	Iteration 52Q: 3 clusters Score -1254756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1254755.500000 Penalty: 4485.086426
	Iteration 53Q: 3 clusters Score -1254756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1254760.625000 Penalty: 4485.086426
	Iteration 54Q: 3 clusters Score -1254761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1254761.750000 Penalty: 4485.086426
	Iteration 55Q: 3 clusters Score -1254762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1254764.125000 Penalty: 4485.086426
	Iteration 56Q: 3 clusters Score -1254764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1254763.125000 Penalty: 4485.086426
	Iteration 57Q: 3 clusters Score -1254763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1254763.250000 Penalty: 4485.086426
	Iteration 58Q: 3 clusters Score -1254763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1254765.250000 Penalty: 4485.086426
	Iteration 59Q: 3 clusters Score -1254765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1254768.375000 Penalty: 4485.086426
	Iteration 60F: 3 clusters Score -1254768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1254767.875000 Penalty: 4485.086426
	Iteration 61Q: 3 clusters Score -1254768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1254769.125000 Penalty: 4485.086426
	Iteration 62Q: 3 clusters Score -1254769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1254769.375000 Penalty: 4485.086426
	Iteration 63Q: 3 clusters Score -1254769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1254769.750000 Penalty: 4485.086426
	Iteration 64Q: 3 clusters Score -1254770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1254770.750000 Penalty: 4485.086426
	Iteration 65Q: 3 clusters Score -1254771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1254772.250000 Penalty: 4485.086426
	Iteration 66Q: 3 clusters Score -1254772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1254772.250000 Penalty: 4485.086426
	Iteration 67F: 3 clusters Score -1254772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Entering Unmasked Estep 
Score: -1036926.000000 Penalty: 2191.564941
	Iteration 0F: 2 clusters Score -1036926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1031232.937500 Penalty: 4383.129883
	Iteration 0F: 3 clusters Score -1031233 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1032774.000000 Penalty: 4383.129883
	Iteration 1F: 3 clusters Score -1032774 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1033042.500000 Penalty: 4383.129883
	Iteration 2F: 3 clusters Score -1033042 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1033234.062500 Penalty: 4383.129883
	Iteration 3Q: 3 clusters Score -1033234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1033405.562500 Penalty: 4383.129883
	Iteration 4Q: 3 clusters Score -1033406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1033531.125000 Penalty: 4383.129883
	Iteration 5Q: 3 clusters Score -1033531 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1033692.312500 Penalty: 4383.129883
	Iteration 6Q: 3 clusters Score -1033692 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1033847.187500 Penalty: 4383.129883
	Iteration 7Q: 3 clusters Score -1033847 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1034036.562500 Penalty: 4383.129883
	Iteration 8Q: 3 clusters Score -1034037 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1034311.500000 Penalty: 4383.129883
	Iteration 9Q: 3 clusters Score -1034312 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1034690.250000 Penalty: 4383.129883
	Iteration 10Q: 3 clusters Score -1034690 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1035051.750000 Penalty: 4383.129883
	Iteration 11F: 3 clusters Score -1035052 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1035310.125000 Penalty: 4383.129883
	Iteration 12Q: 3 clusters Score -1035310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1035477.625000 Penalty: 4383.129883
	Iteration 13Q: 3 clusters Score -1035478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1035586.875000 Penalty: 4383.129883
	Iteration 14Q: 3 clusters Score -1035587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1035670.437500 Penalty: 4383.129883
	Iteration 15Q: 3 clusters Score -1035670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1035745.562500 Penalty: 4383.129883
	Iteration 16Q: 3 clusters Score -1035746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1035809.562500 Penalty: 4383.129883
	Iteration 17Q: 3 clusters Score -1035810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1035883.750000 Penalty: 4383.129883
	Iteration 18Q: 3 clusters Score -1035884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1035964.812500 Penalty: 4383.129883
	Iteration 19Q: 3 clusters Score -1035965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1036083.250000 Penalty: 4383.129883
	Iteration 20F: 3 clusters Score -1036083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1036244.812500 Penalty: 4383.129883
	Iteration 21Q: 3 clusters Score -1036245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1036360.000000 Penalty: 4383.129883
	Iteration 22Q: 3 clusters Score -1036360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1036415.125000 Penalty: 4383.129883
	Iteration 23Q: 3 clusters Score -1036415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1036458.687500 Penalty: 4383.129883
	Iteration 24Q: 3 clusters Score -1036459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1036486.562500 Penalty: 4383.129883
	Iteration 25Q: 3 clusters Score -1036487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1036511.312500 Penalty: 4383.129883
	Iteration 26Q: 3 clusters Score -1036511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1036528.562500 Penalty: 4383.129883
	Iteration 27Q: 3 clusters Score -1036529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1036539.062500 Penalty: 4383.129883
	Iteration 28Q: 3 clusters Score -1036539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1036545.625000 Penalty: 4383.129883
	Iteration 29Q: 3 clusters Score -1036546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1036550.875000 Penalty: 4383.129883
	Iteration 30Q: 3 clusters Score -1036551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1036556.500000 Penalty: 4383.129883
	Iteration 31Q: 3 clusters Score -1036556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1036559.187500 Penalty: 4383.129883
	Iteration 32Q: 3 clusters Score -1036559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1036563.062500 Penalty: 4383.129883
	Iteration 33Q: 3 clusters Score -1036563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1036564.250000 Penalty: 4383.129883
	Iteration 34Q: 3 clusters Score -1036564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1036564.625000 Penalty: 4383.129883
	Iteration 35Q: 3 clusters Score -1036565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1036566.500000 Penalty: 4383.129883
	Iteration 36Q: 3 clusters Score -1036566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1036566.437500 Penalty: 4383.129883
	Iteration 37Q: 3 clusters Score -1036566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1036566.312500 Penalty: 4383.129883
	Iteration 38Q: 3 clusters Score -1036566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1036565.000000 Penalty: 4383.129883
	Iteration 39Q: 3 clusters Score -1036565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1036566.187500 Penalty: 4383.129883
	Iteration 40F: 3 clusters Score -1036566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1036566.937500 Penalty: 4383.129883
	Iteration 41Q: 3 clusters Score -1036567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1036568.000000 Penalty: 4383.129883
	Iteration 42Q: 3 clusters Score -1036568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1036570.062500 Penalty: 4383.129883
	Iteration 43Q: 3 clusters Score -1036570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1036574.187500 Penalty: 4383.129883
	Iteration 44Q: 3 clusters Score -1036574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1036573.875000 Penalty: 4383.129883
	Iteration 45Q: 3 clusters Score -1036574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1036574.687500 Penalty: 4383.129883
	Iteration 46Q: 3 clusters Score -1036575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1036578.250000 Penalty: 4383.129883
	Iteration 47Q: 3 clusters Score -1036578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1036588.375000 Penalty: 4383.129883
	Iteration 48Q: 3 clusters Score -1036588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1036594.562500 Penalty: 4383.129883
	Iteration 49Q: 3 clusters Score -1036595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1036601.875000 Penalty: 4383.129883
	Iteration 50Q: 3 clusters Score -1036602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1036608.312500 Penalty: 4383.129883
	Iteration 51Q: 3 clusters Score -1036608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1036615.687500 Penalty: 4383.129883
	Iteration 52Q: 3 clusters Score -1036616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1036629.250000 Penalty: 4383.129883
	Iteration 53Q: 3 clusters Score -1036629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1036649.687500 Penalty: 4383.129883
	Iteration 54Q: 3 clusters Score -1036650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1036664.937500 Penalty: 4383.129883
	Iteration 55Q: 3 clusters Score -1036665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1036671.250000 Penalty: 4383.129883
	Iteration 56Q: 3 clusters Score -1036671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1036678.375000 Penalty: 4383.129883
	Iteration 57Q: 3 clusters Score -1036678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1036690.375000 Penalty: 4383.129883
	Iteration 58Q: 3 clusters Score -1036690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1036698.687500 Penalty: 4383.129883
	Iteration 59Q: 3 clusters Score -1036699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1036708.500000 Penalty: 4383.129883
	Iteration 60F: 3 clusters Score -1036708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1036717.687500 Penalty: 4383.129883
	Iteration 61Q: 3 clusters Score -1036718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1036720.375000 Penalty: 4383.129883
	Iteration 62Q: 3 clusters Score -1036720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1036723.062500 Penalty: 4383.129883
	Iteration 63Q: 3 clusters Score -1036723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1036726.812500 Penalty: 4383.129883
	Iteration 64Q: 3 clusters Score -1036727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1036728.375000 Penalty: 4383.129883
	Iteration 65Q: 3 clusters Score -1036728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1036729.187500 Penalty: 4383.129883
	Iteration 66Q: 3 clusters Score -1036729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1036728.875000 Penalty: 4383.129883
	Iteration 67Q: 3 clusters Score -1036729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1036728.875000 Penalty: 4383.129883
	Iteration 68F: 3 clusters Score -1036729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -2062128.500000 Penalty: 2362.454590
	Iteration 0F: 2 clusters Score -2062128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2052095.125000 Penalty: 4724.909180
	Iteration 0F: 3 clusters Score -2052095 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2055743.875000 Penalty: 4724.909180
	Iteration 1F: 3 clusters Score -2055744 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2056318.250000 Penalty: 4724.909180
	Iteration 2F: 3 clusters Score -2056318 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2056774.000000 Penalty: 4724.909180
	Iteration 3F: 3 clusters Score -2056774 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2057150.875000 Penalty: 4724.909180
	Iteration 4F: 3 clusters Score -2057151 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2057484.625000 Penalty: 4724.909180
	Iteration 5Q: 3 clusters Score -2057485 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2057782.000000 Penalty: 4724.909180
	Iteration 6Q: 3 clusters Score -2057782 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2058023.250000 Penalty: 4724.909180
	Iteration 7Q: 3 clusters Score -2058023 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2058242.625000 Penalty: 4724.909180
	Iteration 8Q: 3 clusters Score -2058243 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2058413.125000 Penalty: 4724.909180
	Iteration 9Q: 3 clusters Score -2058413 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2058556.500000 Penalty: 4724.909180
	Iteration 10Q: 3 clusters Score -2058556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2058651.250000 Penalty: 4724.909180
	Iteration 11Q: 3 clusters Score -2058651 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2058741.125000 Penalty: 4724.909180
	Iteration 12Q: 3 clusters Score -2058741 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2058816.500000 Penalty: 4724.909180
	Iteration 13Q: 3 clusters Score -2058816 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2058874.375000 Penalty: 4724.909180
	Iteration 14Q: 3 clusters Score -2058874 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2058926.375000 Penalty: 4724.909180
	Iteration 15Q: 3 clusters Score -2058926 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2058989.250000 Penalty: 4724.909180
	Iteration 16Q: 3 clusters Score -2058989 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2059033.625000 Penalty: 4724.909180
	Iteration 17Q: 3 clusters Score -2059034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2059073.250000 Penalty: 4724.909180
	Iteration 18Q: 3 clusters Score -2059073 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2059117.625000 Penalty: 4724.909180
	Iteration 19Q: 3 clusters Score -2059118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2059157.625000 Penalty: 4724.909180
	Iteration 20F: 3 clusters Score -2059158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2059197.375000 Penalty: 4724.909180
	Iteration 21Q: 3 clusters Score -2059197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2059226.500000 Penalty: 4724.909180
	Iteration 22Q: 3 clusters Score -2059226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2059255.625000 Penalty: 4724.909180
	Iteration 23Q: 3 clusters Score -2059256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2059279.875000 Penalty: 4724.909180
	Iteration 24Q: 3 clusters Score -2059280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2059305.375000 Penalty: 4724.909180
	Iteration 25Q: 3 clusters Score -2059305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2059321.500000 Penalty: 4724.909180
	Iteration 26Q: 3 clusters Score -2059322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2059330.750000 Penalty: 4724.909180
	Iteration 27Q: 3 clusters Score -2059331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2059349.750000 Penalty: 4724.909180
	Iteration 28Q: 3 clusters Score -2059350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2059361.375000 Penalty: 4724.909180
	Iteration 29Q: 3 clusters Score -2059361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2059376.875000 Penalty: 4724.909180
	Iteration 30Q: 3 clusters Score -2059377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2059389.000000 Penalty: 4724.909180
	Iteration 31Q: 3 clusters Score -2059389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2059399.750000 Penalty: 4724.909180
	Iteration 32Q: 3 clusters Score -2059400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2059414.875000 Penalty: 4724.909180
	Iteration 33Q: 3 clusters Score -2059415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2059416.750000 Penalty: 4724.909180
	Iteration 34Q: 3 clusters Score -2059417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2059415.750000 Penalty: 4724.909180
	Iteration 35Q: 3 clusters Score -2059416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2059429.250000 Penalty: 4724.909180
	Iteration 36Q: 3 clusters Score -2059429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2059433.750000 Penalty: 4724.909180
	Iteration 37Q: 3 clusters Score -2059434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2059452.500000 Penalty: 4724.909180
	Iteration 38Q: 3 clusters Score -2059452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2059459.500000 Penalty: 4724.909180
	Iteration 39Q: 3 clusters Score -2059460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2059464.375000 Penalty: 4724.909180
	Iteration 40F: 3 clusters Score -2059464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2059466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2059472.500000 Penalty: 4724.909180
	Iteration 42Q: 3 clusters Score -2059472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2059480.500000 Penalty: 4724.909180
	Iteration 43Q: 3 clusters Score -2059480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2059482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2059486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2059492.750000 Penalty: 4724.909180
	Iteration 46Q: 3 clusters Score -2059493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2059505.125000 Penalty: 4724.909180
	Iteration 47Q: 3 clusters Score -2059505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2059511.250000 Penalty: 4724.909180
	Iteration 48Q: 3 clusters Score -2059511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2059512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2059522.625000 Penalty: 4724.909180
	Iteration 50Q: 3 clusters Score -2059523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2059530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2059543.625000 Penalty: 4724.909180
	Iteration 52Q: 3 clusters Score -2059544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2059551 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2059567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2059591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2059623.500000 Penalty: 4724.909180
	Iteration 56Q: 3 clusters Score -2059624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2059659.000000 Penalty: 4724.909180
	Iteration 57Q: 3 clusters Score -2059659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2059698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2059736 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2059775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2059801 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2059840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2059871.125000 Penalty: 4724.909180
	Iteration 63Q: 3 clusters Score -2059871 nChanged 106
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Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2059917 nChanged 104
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Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2059949 nChanged 89
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2059987 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2060016 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2060037 nChanged 65
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Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2060056 nChanged 82
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Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2060085 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2060109.250000 Penalty: 4724.909180
	Iteration 71Q: 3 clusters Score -2060109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2060139 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2060174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2060193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2060215.875000 Penalty: 4724.909180
	Iteration 75Q: 3 clusters Score -2060216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2060238.000000 Penalty: 4724.909180
	Iteration 76Q: 3 clusters Score -2060238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2060263.875000 Penalty: 4724.909180
	Iteration 77Q: 3 clusters Score -2060264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2060278.875000 Penalty: 4724.909180
	Iteration 78Q: 3 clusters Score -2060279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2060294.625000 Penalty: 4724.909180
	Iteration 79Q: 3 clusters Score -2060295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2060313.500000 Penalty: 4724.909180
	Iteration 80F: 3 clusters Score -2060314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2060333.125000 Penalty: 4724.909180
	Iteration 81Q: 3 clusters Score -2060333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2060350.625000 Penalty: 4724.909180
	Iteration 82Q: 3 clusters Score -2060351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2060364.500000 Penalty: 4724.909180
	Iteration 83Q: 3 clusters Score -2060364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2060384.000000 Penalty: 4724.909180
	Iteration 84Q: 3 clusters Score -2060384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2060386.250000 Penalty: 4724.909180
	Iteration 85Q: 3 clusters Score -2060386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2060400.875000 Penalty: 4724.909180
	Iteration 86Q: 3 clusters Score -2060401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2060409.500000 Penalty: 4724.909180
	Iteration 87Q: 3 clusters Score -2060410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2060420.000000 Penalty: 4724.909180
	Iteration 88Q: 3 clusters Score -2060420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2060434.250000 Penalty: 4724.909180
	Iteration 89Q: 3 clusters Score -2060434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2060440.875000 Penalty: 4724.909180
	Iteration 90Q: 3 clusters Score -2060441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2060448.375000 Penalty: 4724.909180
	Iteration 91Q: 3 clusters Score -2060448 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2060451.375000 Penalty: 4724.909180
	Iteration 92Q: 3 clusters Score -2060451 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2060457.500000 Penalty: 4724.909180
	Iteration 93Q: 3 clusters Score -2060458 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2060470.875000 Penalty: 4724.909180
	Iteration 94Q: 3 clusters Score -2060471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2060481.375000 Penalty: 4724.909180
	Iteration 95Q: 3 clusters Score -2060481 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2060489.625000 Penalty: 4724.909180
	Iteration 96Q: 3 clusters Score -2060490 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2060501.375000 Penalty: 4724.909180
	Iteration 97Q: 3 clusters Score -2060501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2060507.125000 Penalty: 4724.909180
	Iteration 98Q: 3 clusters Score -2060507 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2060516.875000 Penalty: 4724.909180
	Iteration 99Q: 3 clusters Score -2060517 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2060517.875000 Penalty: 4724.909180
	Iteration 100F: 3 clusters Score -2060518 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2060519.750000 Penalty: 4724.909180
	Iteration 101Q: 3 clusters Score -2060520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2060521.625000 Penalty: 4724.909180
	Iteration 102Q: 3 clusters Score -2060522 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2060526.125000 Penalty: 4724.909180
	Iteration 103Q: 3 clusters Score -2060526 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2060525.875000 Penalty: 4724.909180
	Iteration 104Q: 3 clusters Score -2060526 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2060529.125000 Penalty: 4724.909180
	Iteration 105Q: 3 clusters Score -2060529 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2060529.625000 Penalty: 4724.909180
	Iteration 106Q: 3 clusters Score -2060530 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2060533.375000 Penalty: 4724.909180
	Iteration 107Q: 3 clusters Score -2060533 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2060536.000000 Penalty: 4724.909180
	Iteration 108Q: 3 clusters Score -2060536 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2060540.625000 Penalty: 4724.909180
	Iteration 109Q: 3 clusters Score -2060541 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2060544.125000 Penalty: 4724.909180
	Iteration 110Q: 3 clusters Score -2060544 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2060546.750000 Penalty: 4724.909180
	Iteration 111Q: 3 clusters Score -2060547 nChanged 6
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Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2060544 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2060547.625000 Penalty: 4724.909180
	Iteration 113Q: 3 clusters Score -2060548 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2060547.500000 Penalty: 4724.909180
	Iteration 114Q: 3 clusters Score -2060548 nChanged 7
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2060551.250000 Penalty: 4724.909180
	Iteration 115Q: 3 clusters Score -2060551 nChanged 8
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Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2060552.625000 Penalty: 4724.909180
	Iteration 116Q: 3 clusters Score -2060553 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2060558.250000 Penalty: 4724.909180
	Iteration 117Q: 3 clusters Score -2060558 nChanged 5
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Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2060556.250000 Penalty: 4724.909180
	Iteration 118Q: 3 clusters Score -2060556 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2060560.000000 Penalty: 4724.909180
	Iteration 119Q: 3 clusters Score -2060560 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2060559.750000 Penalty: 4724.909180
	Iteration 120F: 3 clusters Score -2060560 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2060565.500000 Penalty: 4724.909180
	Iteration 121Q: 3 clusters Score -2060566 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2060570.250000 Penalty: 4724.909180
	Iteration 122Q: 3 clusters Score -2060570 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2060569.500000 Penalty: 4724.909180
	Iteration 123Q: 3 clusters Score -2060570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2060573.875000 Penalty: 4724.909180
	Iteration 124Q: 3 clusters Score -2060574 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2060576.750000 Penalty: 4724.909180
	Iteration 125Q: 3 clusters Score -2060577 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2060575.375000 Penalty: 4724.909180
	Iteration 126Q: 3 clusters Score -2060575 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2060577.250000 Penalty: 4724.909180
	Iteration 127Q: 3 clusters Score -2060577 nChanged 1
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Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2060578.500000 Penalty: 4724.909180
	Iteration 128Q: 3 clusters Score -2060578 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2060579.625000 Penalty: 4724.909180
	Iteration 129Q: 3 clusters Score -2060580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2060583.250000 Penalty: 4724.909180
	Iteration 130Q: 3 clusters Score -2060583 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2060582.500000 Penalty: 4724.909180
	Iteration 131Q: 3 clusters Score -2060582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2060582.500000 Penalty: 4724.909180
	Iteration 132F: 3 clusters Score -2060582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Entering Unmasked Estep 
Score: -2195022.250000 Penalty: 2379.827637
	Iteration 0F: 2 clusters Score -2195022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2184477.000000 Penalty: 4759.655273
	Iteration 0F: 3 clusters Score -2184477 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2188158.250000 Penalty: 4759.655273
	Iteration 1F: 3 clusters Score -2188158 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2188817.000000 Penalty: 4759.655273
	Iteration 2F: 3 clusters Score -2188817 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2189591.000000 Penalty: 4759.655273
	Iteration 3F: 3 clusters Score -2189591 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2190348.250000 Penalty: 4759.655273
	Iteration 4F: 3 clusters Score -2190348 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2191058.750000 Penalty: 4759.655273
	Iteration 5F: 3 clusters Score -2191059 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2191660.250000 Penalty: 4759.655273
	Iteration 6F: 3 clusters Score -2191660 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2192126.750000 Penalty: 4759.655273
	Iteration 7Q: 3 clusters Score -2192127 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2192423.500000 Penalty: 4759.655273
	Iteration 8Q: 3 clusters Score -2192424 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2192648.500000 Penalty: 4759.655273
	Iteration 9Q: 3 clusters Score -2192648 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2192805.500000 Penalty: 4759.655273
	Iteration 10Q: 3 clusters Score -2192806 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2192939.000000 Penalty: 4759.655273
	Iteration 11Q: 3 clusters Score -2192939 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2193051.750000 Penalty: 4759.655273
	Iteration 12Q: 3 clusters Score -2193052 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2193138.000000 Penalty: 4759.655273
	Iteration 13Q: 3 clusters Score -2193138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2193228.000000 Penalty: 4759.655273
	Iteration 14Q: 3 clusters Score -2193228 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2193291.500000 Penalty: 4759.655273
	Iteration 15Q: 3 clusters Score -2193292 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2193355.000000 Penalty: 4759.655273
	Iteration 16Q: 3 clusters Score -2193355 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2193412.250000 Penalty: 4759.655273
	Iteration 17Q: 3 clusters Score -2193412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2193457.500000 Penalty: 4759.655273
	Iteration 18Q: 3 clusters Score -2193458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2193499.750000 Penalty: 4759.655273
	Iteration 19Q: 3 clusters Score -2193500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2193554.750000 Penalty: 4759.655273
	Iteration 20F: 3 clusters Score -2193555 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2193608.000000 Penalty: 4759.655273
	Iteration 21Q: 3 clusters Score -2193608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2193638.500000 Penalty: 4759.655273
	Iteration 22Q: 3 clusters Score -2193638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2193677.500000 Penalty: 4759.655273
	Iteration 23Q: 3 clusters Score -2193678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2193710.500000 Penalty: 4759.655273
	Iteration 24Q: 3 clusters Score -2193710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2193732.250000 Penalty: 4759.655273
	Iteration 25Q: 3 clusters Score -2193732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2193752.500000 Penalty: 4759.655273
	Iteration 26Q: 3 clusters Score -2193752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2193772.750000 Penalty: 4759.655273
	Iteration 27Q: 3 clusters Score -2193773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2193792.250000 Penalty: 4759.655273
	Iteration 28Q: 3 clusters Score -2193792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2193802.500000 Penalty: 4759.655273
	Iteration 29Q: 3 clusters Score -2193802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2193808.000000 Penalty: 4759.655273
	Iteration 30Q: 3 clusters Score -2193808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2193821.250000 Penalty: 4759.655273
	Iteration 31Q: 3 clusters Score -2193821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2193820.750000 Penalty: 4759.655273
	Iteration 32Q: 3 clusters Score -2193821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2193824.750000 Penalty: 4759.655273
	Iteration 33Q: 3 clusters Score -2193825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2193829.500000 Penalty: 4759.655273
	Iteration 34Q: 3 clusters Score -2193830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2193841.500000 Penalty: 4759.655273
	Iteration 35Q: 3 clusters Score -2193842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2193841.000000 Penalty: 4759.655273
	Iteration 36Q: 3 clusters Score -2193841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2193845.500000 Penalty: 4759.655273
	Iteration 37Q: 3 clusters Score -2193846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2193851.500000 Penalty: 4759.655273
	Iteration 38Q: 3 clusters Score -2193852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2193850.500000 Penalty: 4759.655273
	Iteration 39Q: 3 clusters Score -2193850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2193850.000000 Penalty: 4759.655273
	Iteration 40F: 3 clusters Score -2193850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2193854.000000 Penalty: 4759.655273
	Iteration 41Q: 3 clusters Score -2193854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2193854.250000 Penalty: 4759.655273
	Iteration 42Q: 3 clusters Score -2193854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2193857.500000 Penalty: 4759.655273
	Iteration 43Q: 3 clusters Score -2193858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2193864.750000 Penalty: 4759.655273
	Iteration 44Q: 3 clusters Score -2193865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2193866.500000 Penalty: 4759.655273
	Iteration 45Q: 3 clusters Score -2193866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2193866.250000 Penalty: 4759.655273
	Iteration 46Q: 3 clusters Score -2193866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2193868.500000 Penalty: 4759.655273
	Iteration 47Q: 3 clusters Score -2193868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2193871.250000 Penalty: 4759.655273
	Iteration 48Q: 3 clusters Score -2193871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2193867.250000 Penalty: 4759.655273
	Iteration 49Q: 3 clusters Score -2193867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2193867.750000 Penalty: 4759.655273
	Iteration 50Q: 3 clusters Score -2193868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2193871.000000 Penalty: 4759.655273
	Iteration 51Q: 3 clusters Score -2193871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2193870.500000 Penalty: 4759.655273
	Iteration 52Q: 3 clusters Score -2193870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2193869.000000 Penalty: 4759.655273
	Iteration 53Q: 3 clusters Score -2193869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2193872.750000 Penalty: 4759.655273
	Iteration 54Q: 3 clusters Score -2193873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2193873.250000 Penalty: 4759.655273
	Iteration 55Q: 3 clusters Score -2193873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2193875.000000 Penalty: 4759.655273
	Iteration 56Q: 3 clusters Score -2193875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2193878.000000 Penalty: 4759.655273
	Iteration 57Q: 3 clusters Score -2193878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2193881.500000 Penalty: 4759.655273
	Iteration 58Q: 3 clusters Score -2193882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2193877.750000 Penalty: 4759.655273
	Iteration 59Q: 3 clusters Score -2193878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2193883.750000 Penalty: 4759.655273
	Iteration 60F: 3 clusters Score -2193884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2193880.500000 Penalty: 4759.655273
	Iteration 61Q: 3 clusters Score -2193880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2193879.250000 Penalty: 4759.655273
	Iteration 62Q: 3 clusters Score -2193879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2193882.250000 Penalty: 4759.655273
	Iteration 63Q: 3 clusters Score -2193882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2193882.250000 Penalty: 4759.655273
	Iteration 64Q: 3 clusters Score -2193882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2193884.500000 Penalty: 4759.655273
	Iteration 65Q: 3 clusters Score -2193884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2193885.250000 Penalty: 4759.655273
	Iteration 66Q: 3 clusters Score -2193885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2193882.250000 Penalty: 4759.655273
	Iteration 67Q: 3 clusters Score -2193882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2193882.250000 Penalty: 4759.655273
	Iteration 68F: 3 clusters Score -2193882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 222 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406200.000000 Penalty: 154999.796875
Iteration 279F: 47 clusters Score -1.204062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406408.000000 Penalty: 154999.796875
Iteration 280F: 47 clusters Score -1.204064e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406472.000000 Penalty: 154999.796875
Iteration 281Q: 47 clusters Score -1.204065e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406464.000000 Penalty: 154999.796875
Iteration 282Q: 47 clusters Score -1.204065e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406496.000000 Penalty: 154999.796875
Iteration 283Q: 47 clusters Score -1.204065e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406496.000000 Penalty: 154999.796875
Iteration 284F: 47 clusters Score -1.204065e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406456.000000 Penalty: 154999.796875
Iteration 285Q: 47 clusters Score -1.204065e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406456.000000 Penalty: 154999.796875
Iteration 286F: 47 clusters Score -1.204065e+08 nChanged 0
Entering ConstructFrom: 
Score: -120406456.000000 Penalty: 154999.796875
Entering ConstructFrom: 
Trying to split cluster 1 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -129677.335938 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -129677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127843.609375 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -127843.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -128117.789062 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -128117.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128278.117188 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -128278.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128433.031250 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -128433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -128546.695312 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -128546.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -128639.804688 Penalty: 3366.771240
	Iteration 5F: 3 clusters Score -128639.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -128725.859375 Penalty: 3366.771240
	Iteration 6F: 3 clusters Score -128725.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128773.382812 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -128773.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128809.476562 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -128809.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128854.945312 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -128854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128892.679688 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -128892.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -128916.796875 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -128916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -128931.000000 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -128931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -128941.382812 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -128941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -128946.132812 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -128946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -128948.523438 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -128948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -128951.148438 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -128951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -128951.148438 Penalty: 3366.771240
	Iteration 17F: 3 clusters Score -128951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -833503.000000 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -833503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -828597.937500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -828597.9 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -829868.312500 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -829868.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -830171.437500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -830171.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -830391.187500 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -830391.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -830551.687500 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -830551.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -830673.812500 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -830673.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -830779.750000 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -830779.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -830863.812500 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -830863.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -830935.625000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -830935.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -831012.625000 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -831012.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -831078.062500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -831078.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -831135.125000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -831135.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -831186.812500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -831186.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -831223.750000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -831223.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -831265.125000 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -831265.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -831295.812500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -831295.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -831331.062500 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -831331.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -831367.187500 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -831367.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -831405.687500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -831405.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -831449.625000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -831449.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -831489.875000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -831489.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -831528.312500 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -831528.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -831557.500000 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -831557.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -831589.125000 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -831589.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -831618.187500 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -831618.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -831645.687500 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -831645.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -831671.187500 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -831671.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -831693.562500 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -831693.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -831721.500000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -831721.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -831744.750000 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -831744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -831767.062500 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -831767.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -831789.500000 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -831789.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -831818.375000 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -831818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -831850.500000 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -831850.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -831886.562500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -831886.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -831930.062500 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -831930.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -831975.937500 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -831975.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -832045.500000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -832045.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -832109.187500 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -832109.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -832179.312500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -832179.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -832261.437500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -832261.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -832367.812500 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -832367.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -832474.250000 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -832474.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -832567.125000 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -832567.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -832651.500000 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -832651.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -832747.812500 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -832747.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -832839.062500 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -832839.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -832923.562500 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -832923.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -833018.812500 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -833018.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -833141.687500 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -833141.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -833269.812500 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -833269.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -833360.812500 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -833360.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -833437.312500 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -833437.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -833486.937500 Penalty: 4276.826660
	Iteration 53Q: 3 clusters Score -833486.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -833519.250000 Penalty: 4276.826660
	Iteration 54Q: 3 clusters Score -833519.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -833531.812500 Penalty: 4276.826660
	Iteration 55Q: 3 clusters Score -833531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -833539.312500 Penalty: 4276.826660
	Iteration 56Q: 3 clusters Score -833539.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -833546.750000 Penalty: 4276.826660
	Iteration 57Q: 3 clusters Score -833546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -833551.500000 Penalty: 4276.826660
	Iteration 58Q: 3 clusters Score -833551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -833553.312500 Penalty: 4276.826660
	Iteration 59Q: 3 clusters Score -833553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -833565.062500 Penalty: 4276.826660
	Iteration 60F: 3 clusters Score -833565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -833568.312500 Penalty: 4276.826660
	Iteration 61Q: 3 clusters Score -833568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -833568.125000 Penalty: 4276.826660
	Iteration 62Q: 3 clusters Score -833568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -833570.125000 Penalty: 4276.826660
	Iteration 63Q: 3 clusters Score -833570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -833571.312500 Penalty: 4276.826660
	Iteration 64Q: 3 clusters Score -833571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -833571.250000 Penalty: 4276.826660
	Iteration 65Q: 3 clusters Score -833571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -833571.250000 Penalty: 4276.826660
	Iteration 66F: 3 clusters Score -833571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Mstep: Class 47 contains 3128 members 
Entering Unmasked Estep 
Score: -120405256.000000 Penalty: 158369.359375
Splitting cluster 2 changes total score from -120406456.000000 to -120405256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -16586.087891 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -16586.09 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 112 members 
Entering Unmasked Estep 
Score: -15754.972656 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -15754.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16048.876953 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -16048.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16116.761719 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -16116.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16189.850586 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -16189.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16323.749023 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -16323.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16463.707031 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -16463.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16682.433594 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -16682.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16714.044922 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -16714.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16768.191406 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -16768.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16896.324219 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -16896.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16973.642578 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -16973.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16984.582031 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -16984.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16987.994141 Penalty: 2688.585449
	Iteration 12F: 3 clusters Score -16987.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17121.126953 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -17121.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17131.287109 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -17131.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17194.248047 Penalty: 2688.585449
	Iteration 15Q: 3 clusters Score -17194.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17227.583984 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -17227.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17231.984375 Penalty: 2688.585449
	Iteration 17Q: 3 clusters Score -17231.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17231.984375 Penalty: 2688.585449
	Iteration 18F: 3 clusters Score -17231.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 111 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Mstep: Class 47 contains 115 members 
Entering Unmasked Estep 
Score: -120405048.000000 Penalty: 158369.359375
Splitting cluster 3 changes total score from -120406456.000000 to -120405048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -3343122.000000 Penalty: 2474.173340
	Iteration 0F: 2 clusters Score -3343122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3328131.750000 Penalty: 4948.346680
	Iteration 0F: 3 clusters Score -3328132 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3333452.000000 Penalty: 4948.346680
	Iteration 1F: 3 clusters Score -3333452 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3334121.750000 Penalty: 4948.346680
	Iteration 2F: 3 clusters Score -3334122 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3334676.500000 Penalty: 4948.346680
	Iteration 3F: 3 clusters Score -3334676 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3335129.750000 Penalty: 4948.346680
	Iteration 4F: 3 clusters Score -3335130 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3335607.000000 Penalty: 4948.346680
	Iteration 5Q: 3 clusters Score -3335607 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3336110.500000 Penalty: 4948.346680
	Iteration 6Q: 3 clusters Score -3336110 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3336728.000000 Penalty: 4948.346680
	Iteration 7F: 3 clusters Score -3336728 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3337408.750000 Penalty: 4948.346680
	Iteration 8F: 3 clusters Score -3337409 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3338041.000000 Penalty: 4948.346680
	Iteration 9F: 3 clusters Score -3338041 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3338623.500000 Penalty: 4948.346680
	Iteration 10Q: 3 clusters Score -3338624 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3339151.750000 Penalty: 4948.346680
	Iteration 11Q: 3 clusters Score -3339152 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3339563.000000 Penalty: 4948.346680
	Iteration 12Q: 3 clusters Score -3339563 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3339849.000000 Penalty: 4948.346680
	Iteration 13Q: 3 clusters Score -3339849 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3340097.250000 Penalty: 4948.346680
	Iteration 14Q: 3 clusters Score -3340097 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3340340.000000 Penalty: 4948.346680
	Iteration 15Q: 3 clusters Score -3340340 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3340551.000000 Penalty: 4948.346680
	Iteration 16Q: 3 clusters Score -3340551 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3340712.250000 Penalty: 4948.346680
	Iteration 17Q: 3 clusters Score -3340712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3340823.750000 Penalty: 4948.346680
	Iteration 18Q: 3 clusters Score -3340824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3340911.500000 Penalty: 4948.346680
	Iteration 19Q: 3 clusters Score -3340912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3340980.000000 Penalty: 4948.346680
	Iteration 20F: 3 clusters Score -3340980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3341034.750000 Penalty: 4948.346680
	Iteration 21Q: 3 clusters Score -3341035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3341069.250000 Penalty: 4948.346680
	Iteration 22Q: 3 clusters Score -3341069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3341094.500000 Penalty: 4948.346680
	Iteration 23Q: 3 clusters Score -3341094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3341111.250000 Penalty: 4948.346680
	Iteration 24Q: 3 clusters Score -3341111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3341131.000000 Penalty: 4948.346680
	Iteration 25Q: 3 clusters Score -3341131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3341136.250000 Penalty: 4948.346680
	Iteration 26Q: 3 clusters Score -3341136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3341141.250000 Penalty: 4948.346680
	Iteration 27Q: 3 clusters Score -3341141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3341148.000000 Penalty: 4948.346680
	Iteration 28Q: 3 clusters Score -3341148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3341153.500000 Penalty: 4948.346680
	Iteration 29Q: 3 clusters Score -3341154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3341152.000000 Penalty: 4948.346680
	Iteration 30Q: 3 clusters Score -3341152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3341154.250000 Penalty: 4948.346680
	Iteration 31Q: 3 clusters Score -3341154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3341156.250000 Penalty: 4948.346680
	Iteration 32Q: 3 clusters Score -3341156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3341166.250000 Penalty: 4948.346680
	Iteration 33Q: 3 clusters Score -3341166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3341168.500000 Penalty: 4948.346680
	Iteration 34Q: 3 clusters Score -3341168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3341169.750000 Penalty: 4948.346680
	Iteration 35Q: 3 clusters Score -3341170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3341171.500000 Penalty: 4948.346680
	Iteration 36Q: 3 clusters Score -3341172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3341177.000000 Penalty: 4948.346680
	Iteration 37Q: 3 clusters Score -3341177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3341176.500000 Penalty: 4948.346680
	Iteration 38Q: 3 clusters Score -3341176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3341180.750000 Penalty: 4948.346680
	Iteration 39Q: 3 clusters Score -3341181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3341185.500000 Penalty: 4948.346680
	Iteration 40F: 3 clusters Score -3341186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3341183.750000 Penalty: 4948.346680
	Iteration 41Q: 3 clusters Score -3341184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3341186.250000 Penalty: 4948.346680
	Iteration 42Q: 3 clusters Score -3341186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3341186.250000 Penalty: 4948.346680
	Iteration 43F: 3 clusters Score -3341186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -35024.238281 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -35024.24 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 120 members 
Entering Unmasked Estep 
Score: -33868.195312 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -33868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33943.832031 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -33943.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33980.273438 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -33980.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -34017.285156 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -34017.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -34025.343750 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -34025.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34028.820312 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -34028.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34031.070312 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -34031.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -34031.070312 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -34031.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Entering Unmasked Estep 
Score: -4495239.500000 Penalty: 2546.108643
	Iteration 0F: 2 clusters Score -4495240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4475567.500000 Penalty: 5092.217285
	Iteration 0F: 3 clusters Score -4475568 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4482842.000000 Penalty: 5092.217285
	Iteration 1F: 3 clusters Score -4482842 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4483703.500000 Penalty: 5092.217285
	Iteration 2F: 3 clusters Score -4483704 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4484811.000000 Penalty: 5092.217285
	Iteration 3F: 3 clusters Score -4484811 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4486109.500000 Penalty: 5092.217285
	Iteration 4F: 3 clusters Score -4486110 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4487324.000000 Penalty: 5092.217285
	Iteration 5F: 3 clusters Score -4487324 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4488187.500000 Penalty: 5092.217285
	Iteration 6F: 3 clusters Score -4488188 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4488725.000000 Penalty: 5092.217285
	Iteration 7Q: 3 clusters Score -4488725 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4489046.500000 Penalty: 5092.217285
	Iteration 8Q: 3 clusters Score -4489046 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4489273.000000 Penalty: 5092.217285
	Iteration 9Q: 3 clusters Score -4489273 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4489406.000000 Penalty: 5092.217285
	Iteration 10Q: 3 clusters Score -4489406 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4489549.000000 Penalty: 5092.217285
	Iteration 11Q: 3 clusters Score -4489549 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4489635.000000 Penalty: 5092.217285
	Iteration 12Q: 3 clusters Score -4489635 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4489732.500000 Penalty: 5092.217285
	Iteration 13Q: 3 clusters Score -4489732 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4489855.500000 Penalty: 5092.217285
	Iteration 14Q: 3 clusters Score -4489856 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4489961.000000 Penalty: 5092.217285
	Iteration 15Q: 3 clusters Score -4489961 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4490095.500000 Penalty: 5092.217285
	Iteration 16Q: 3 clusters Score -4490096 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4490245.000000 Penalty: 5092.217285
	Iteration 17Q: 3 clusters Score -4490245 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4490434.000000 Penalty: 5092.217285
	Iteration 18Q: 3 clusters Score -4490434 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4490646.500000 Penalty: 5092.217285
	Iteration 19Q: 3 clusters Score -4490646 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4490861.500000 Penalty: 5092.217285
	Iteration 20F: 3 clusters Score -4490862 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4491149.000000 Penalty: 5092.217285
	Iteration 21Q: 3 clusters Score -4491149 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4491445.000000 Penalty: 5092.217285
	Iteration 22Q: 3 clusters Score -4491445 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4491782.500000 Penalty: 5092.217285
	Iteration 23Q: 3 clusters Score -4491782 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4492072.500000 Penalty: 5092.217285
	Iteration 24Q: 3 clusters Score -4492072 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4492318.500000 Penalty: 5092.217285
	Iteration 25Q: 3 clusters Score -4492318 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4492498.000000 Penalty: 5092.217285
	Iteration 26Q: 3 clusters Score -4492498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4492655.500000 Penalty: 5092.217285
	Iteration 27Q: 3 clusters Score -4492656 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4492792.500000 Penalty: 5092.217285
	Iteration 28Q: 3 clusters Score -4492792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4492869.000000 Penalty: 5092.217285
	Iteration 29Q: 3 clusters Score -4492869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4492904.500000 Penalty: 5092.217285
	Iteration 30Q: 3 clusters Score -4492904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4492928.500000 Penalty: 5092.217285
	Iteration 31Q: 3 clusters Score -4492928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4492957.500000 Penalty: 5092.217285
	Iteration 32Q: 3 clusters Score -4492958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4492977.000000 Penalty: 5092.217285
	Iteration 33Q: 3 clusters Score -4492977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4492985.500000 Penalty: 5092.217285
	Iteration 34Q: 3 clusters Score -4492986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4493004.500000 Penalty: 5092.217285
	Iteration 35Q: 3 clusters Score -4493004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4493001.000000 Penalty: 5092.217285
	Iteration 36Q: 3 clusters Score -4493001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4493010.500000 Penalty: 5092.217285
	Iteration 37Q: 3 clusters Score -4493010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4493011.500000 Penalty: 5092.217285
	Iteration 38Q: 3 clusters Score -4493012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4493026.000000 Penalty: 5092.217285
	Iteration 39Q: 3 clusters Score -4493026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4493030.500000 Penalty: 5092.217285
	Iteration 40F: 3 clusters Score -4493030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4493033.000000 Penalty: 5092.217285
	Iteration 41Q: 3 clusters Score -4493033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4493043.500000 Penalty: 5092.217285
	Iteration 42Q: 3 clusters Score -4493044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4493049.000000 Penalty: 5092.217285
	Iteration 43Q: 3 clusters Score -4493049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4493044.500000 Penalty: 5092.217285
	Iteration 44Q: 3 clusters Score -4493044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4493042.000000 Penalty: 5092.217285
	Iteration 45Q: 3 clusters Score -4493042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4493042.000000 Penalty: 5092.217285
	Iteration 46F: 3 clusters Score -4493042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -145661.828125 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -145661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143782.281250 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -143782.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144133.796875 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -144133.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144328.031250 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -144328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144644.109375 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -144644.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -145033.218750 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -145033.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -145204.187500 Penalty: 3407.546387
	Iteration 5F: 3 clusters Score -145204.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -145339.140625 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -145339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -145441.062500 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -145441.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -145486.578125 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -145486.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -145516.921875 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -145516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -145527.468750 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -145527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -145528.593750 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -145528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -145528.593750 Penalty: 3407.546387
	Iteration 12F: 3 clusters Score -145528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -2162763.500000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -2162764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2152207.000000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -2152207 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2155674.000000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -2155674 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2156162.000000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -2156162 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2156654.500000 Penalty: 4751.631348
	Iteration 3F: 3 clusters Score -2156654 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2157153.000000 Penalty: 4751.631348
	Iteration 4F: 3 clusters Score -2157153 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2157720.500000 Penalty: 4751.631348
	Iteration 5F: 3 clusters Score -2157720 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2158403.500000 Penalty: 4751.631348
	Iteration 6F: 3 clusters Score -2158404 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2159118.250000 Penalty: 4751.631348
	Iteration 7F: 3 clusters Score -2159118 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2159676.000000 Penalty: 4751.631348
	Iteration 8F: 3 clusters Score -2159676 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2160122.500000 Penalty: 4751.631348
	Iteration 9Q: 3 clusters Score -2160122 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2160405.500000 Penalty: 4751.631348
	Iteration 10Q: 3 clusters Score -2160406 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2160597.250000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -2160597 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2160709.250000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -2160709 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2160787.250000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -2160787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2160832.000000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -2160832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2160869.000000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -2160869 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2160889.750000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -2160890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2160911.250000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -2160911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2160917.000000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -2160917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2160935.250000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -2160935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2160940.750000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -2160941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2160944.750000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -2160945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2160945.750000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -2160946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2160949.000000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -2160949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2160951.000000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -2160951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2160951.750000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -2160952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2160956.500000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -2160956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2160956.000000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -2160956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -2160953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2160960.750000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -2160961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2160960.750000 Penalty: 4751.631348
	Iteration 30Q: 3 clusters Score -2160961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2160958.250000 Penalty: 4751.631348
	Iteration 31Q: 3 clusters Score -2160958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2160962.000000 Penalty: 4751.631348
	Iteration 32Q: 3 clusters Score -2160962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2160962.500000 Penalty: 4751.631348
	Iteration 33Q: 3 clusters Score -2160962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2160961.250000 Penalty: 4751.631348
	Iteration 34Q: 3 clusters Score -2160961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2160962.250000 Penalty: 4751.631348
	Iteration 35Q: 3 clusters Score -2160962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2160958.750000 Penalty: 4751.631348
	Iteration 36Q: 3 clusters Score -2160959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2160961.250000 Penalty: 4751.631348
	Iteration 37Q: 3 clusters Score -2160961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2160961.750000 Penalty: 4751.631348
	Iteration 38Q: 3 clusters Score -2160962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2160959.250000 Penalty: 4751.631348
	Iteration 39Q: 3 clusters Score -2160959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2160958.750000 Penalty: 4751.631348
	Iteration 40F: 3 clusters Score -2160959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2160957.500000 Penalty: 4751.631348
	Iteration 41Q: 3 clusters Score -2160958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2160957.500000 Penalty: 4751.631348
	Iteration 42Q: 3 clusters Score -2160958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2160959.500000 Penalty: 4751.631348
	Iteration 43Q: 3 clusters Score -2160960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2160961.000000 Penalty: 4751.631348
	Iteration 44Q: 3 clusters Score -2160961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2160961.000000 Penalty: 4751.631348
	Iteration 45F: 3 clusters Score -2160961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -155586.343750 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -155586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153595.078125 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -153595.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154002.671875 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -154002.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154136.921875 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -154136.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154202.312500 Penalty: 3489.929688
	Iteration 3Q: 3 clusters Score -154202.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -154261.218750 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -154261.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -154321.640625 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -154321.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -154374.031250 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -154374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154430.765625 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -154430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154481.890625 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -154481.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154541.109375 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -154541.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154583.593750 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -154583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154593.375000 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -154593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154602.203125 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -154602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154619.515625 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -154619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154633.906250 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -154633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154645.609375 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -154645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154654.812500 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -154654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154658.906250 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -154658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154664.843750 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -154664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154673.421875 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -154673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154684.625000 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -154684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -154690.421875 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -154690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154698.015625 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -154698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154701.562500 Penalty: 3489.929688
	Iteration 23Q: 3 clusters Score -154701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154703.609375 Penalty: 3489.929688
	Iteration 24Q: 3 clusters Score -154703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154704.593750 Penalty: 3489.929688
	Iteration 25Q: 3 clusters Score -154704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154704.593750 Penalty: 3489.929688
	Iteration 26F: 3 clusters Score -154704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1793697.375000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1793697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1784649.875000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1784650 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1787696.125000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1787696 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1788253.250000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1788253 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1788786.375000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1788786 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1789370.125000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1789370 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1789992.500000 Penalty: 4671.330566
	Iteration 5F: 3 clusters Score -1789992 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1790595.500000 Penalty: 4671.330566
	Iteration 6F: 3 clusters Score -1790596 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1791166.750000 Penalty: 4671.330566
	Iteration 7F: 3 clusters Score -1791167 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1791687.750000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1791688 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1792139.875000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1792140 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1792437.375000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1792437 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1792628.375000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1792628 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1792739.875000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1792740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1792796.875000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1792797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1792830.750000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1792831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1792844.875000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1792845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1792865.125000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1792865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1792875.750000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1792876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1792881.250000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1792881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1792892.250000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1792892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1792898.000000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1792898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1792903.000000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1792903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1792908.000000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1792908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1792913.625000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1792914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1792915.375000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1792915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1792917.750000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1792918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1792916.625000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1792917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1792917.375000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1792917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1792918.875000 Penalty: 4671.330566
	Iteration 28Q: 3 clusters Score -1792919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1792918.375000 Penalty: 4671.330566
	Iteration 29Q: 3 clusters Score -1792918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1792919.250000 Penalty: 4671.330566
	Iteration 30Q: 3 clusters Score -1792919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1792920.375000 Penalty: 4671.330566
	Iteration 31Q: 3 clusters Score -1792920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1792921.000000 Penalty: 4671.330566
	Iteration 32Q: 3 clusters Score -1792921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1792921.125000 Penalty: 4671.330566
	Iteration 33Q: 3 clusters Score -1792921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1792919.875000 Penalty: 4671.330566
	Iteration 34Q: 3 clusters Score -1792920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1792920.000000 Penalty: 4671.330566
	Iteration 35Q: 3 clusters Score -1792920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1792924.375000 Penalty: 4671.330566
	Iteration 36Q: 3 clusters Score -1792924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1792925.375000 Penalty: 4671.330566
	Iteration 37Q: 3 clusters Score -1792925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1792924.125000 Penalty: 4671.330566
	Iteration 38Q: 3 clusters Score -1792924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1792929.125000 Penalty: 4671.330566
	Iteration 39Q: 3 clusters Score -1792929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1792931.500000 Penalty: 4671.330566
	Iteration 40F: 3 clusters Score -1792932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1792931.750000 Penalty: 4671.330566
	Iteration 41Q: 3 clusters Score -1792932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1792934.125000 Penalty: 4671.330566
	Iteration 42Q: 3 clusters Score -1792934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1792936.000000 Penalty: 4671.330566
	Iteration 43Q: 3 clusters Score -1792936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1792936.000000 Penalty: 4671.330566
	Iteration 44F: 3 clusters Score -1792936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -137597.546875 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -137597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135700.953125 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -135701 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135967.765625 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -135967.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136062.609375 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -136062.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136108.843750 Penalty: 3386.503906
	Iteration 3Q: 3 clusters Score -136108.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136131.187500 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -136131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136141.953125 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -136142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136148.953125 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -136149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136151.765625 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -136151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136152.468750 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -136152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136152.468750 Penalty: 3386.503906
	Iteration 9F: 3 clusters Score -136152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60892.023438 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -60892.02 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: -59459.535156 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -59459.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59613.195312 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -59613.2 nChanged 15
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: -59644.367188 Penalty: 3012.230225
	Iteration 2Q: 3 clusters Score -59644.37 nChanged 7
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: -59668.781250 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -59668.78 nChanged 5
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: -59692.101562 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -59692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59734.566406 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -59734.57 nChanged 7
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: -59756.343750 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -59756.34 nChanged 3
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: -59766.429688 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -59766.43 nChanged 0
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: -59766.429688 Penalty: 3012.230225
	Iteration 8F: 3 clusters Score -59766.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Entering Unmasked Estep 
Score: -2183150.000000 Penalty: 2378.016602
	Iteration 0F: 2 clusters Score -2183150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2172578.000000 Penalty: 4756.033203
	Iteration 0F: 3 clusters Score -2172578 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2176126.250000 Penalty: 4756.033203
	Iteration 1F: 3 clusters Score -2176126 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2176693.500000 Penalty: 4756.033203
	Iteration 2F: 3 clusters Score -2176694 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2177286.000000 Penalty: 4756.033203
	Iteration 3F: 3 clusters Score -2177286 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2177991.750000 Penalty: 4756.033203
	Iteration 4F: 3 clusters Score -2177992 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2178858.750000 Penalty: 4756.033203
	Iteration 5F: 3 clusters Score -2178859 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2179653.750000 Penalty: 4756.033203
	Iteration 6F: 3 clusters Score -2179654 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2180233.500000 Penalty: 4756.033203
	Iteration 7F: 3 clusters Score -2180234 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2180730.500000 Penalty: 4756.033203
	Iteration 8Q: 3 clusters Score -2180730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2181098.750000 Penalty: 4756.033203
	Iteration 9Q: 3 clusters Score -2181099 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2181454.250000 Penalty: 4756.033203
	Iteration 10Q: 3 clusters Score -2181454 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2181747.500000 Penalty: 4756.033203
	Iteration 11Q: 3 clusters Score -2181748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2181966.750000 Penalty: 4756.033203
	Iteration 12Q: 3 clusters Score -2181967 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2182138.750000 Penalty: 4756.033203
	Iteration 13Q: 3 clusters Score -2182139 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2182251.250000 Penalty: 4756.033203
	Iteration 14Q: 3 clusters Score -2182251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2182327.500000 Penalty: 4756.033203
	Iteration 15Q: 3 clusters Score -2182328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2182373.250000 Penalty: 4756.033203
	Iteration 16Q: 3 clusters Score -2182373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2182404.250000 Penalty: 4756.033203
	Iteration 17Q: 3 clusters Score -2182404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2182421.750000 Penalty: 4756.033203
	Iteration 18Q: 3 clusters Score -2182422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2182439.750000 Penalty: 4756.033203
	Iteration 19Q: 3 clusters Score -2182440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2182451.750000 Penalty: 4756.033203
	Iteration 20F: 3 clusters Score -2182452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2182464.500000 Penalty: 4756.033203
	Iteration 21Q: 3 clusters Score -2182464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2182475.250000 Penalty: 4756.033203
	Iteration 22Q: 3 clusters Score -2182475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2182478.500000 Penalty: 4756.033203
	Iteration 23Q: 3 clusters Score -2182478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2182484.250000 Penalty: 4756.033203
	Iteration 24Q: 3 clusters Score -2182484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2182494.250000 Penalty: 4756.033203
	Iteration 25Q: 3 clusters Score -2182494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2182496.500000 Penalty: 4756.033203
	Iteration 26Q: 3 clusters Score -2182496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2182505.250000 Penalty: 4756.033203
	Iteration 27Q: 3 clusters Score -2182505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2182513.750000 Penalty: 4756.033203
	Iteration 28Q: 3 clusters Score -2182514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2182518.500000 Penalty: 4756.033203
	Iteration 29Q: 3 clusters Score -2182518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2182528.500000 Penalty: 4756.033203
	Iteration 30Q: 3 clusters Score -2182528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2182533.000000 Penalty: 4756.033203
	Iteration 31Q: 3 clusters Score -2182533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2182537.250000 Penalty: 4756.033203
	Iteration 32Q: 3 clusters Score -2182537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2182538.000000 Penalty: 4756.033203
	Iteration 33Q: 3 clusters Score -2182538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2182543.250000 Penalty: 4756.033203
	Iteration 34Q: 3 clusters Score -2182543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2182558.000000 Penalty: 4756.033203
	Iteration 35Q: 3 clusters Score -2182558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2182560.500000 Penalty: 4756.033203
	Iteration 36Q: 3 clusters Score -2182560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2182564.250000 Penalty: 4756.033203
	Iteration 37Q: 3 clusters Score -2182564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2182561.250000 Penalty: 4756.033203
	Iteration 38Q: 3 clusters Score -2182561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2182563.500000 Penalty: 4756.033203
	Iteration 39Q: 3 clusters Score -2182564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2182563.500000 Penalty: 4756.033203
	Iteration 40F: 3 clusters Score -2182564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2182567.250000 Penalty: 4756.033203
	Iteration 41Q: 3 clusters Score -2182567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2182573.250000 Penalty: 4756.033203
	Iteration 42Q: 3 clusters Score -2182573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2182573.000000 Penalty: 4756.033203
	Iteration 43Q: 3 clusters Score -2182573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2182574.500000 Penalty: 4756.033203
	Iteration 44Q: 3 clusters Score -2182574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2182581.750000 Penalty: 4756.033203
	Iteration 45Q: 3 clusters Score -2182582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2182582.000000 Penalty: 4756.033203
	Iteration 46Q: 3 clusters Score -2182582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2182581.750000 Penalty: 4756.033203
	Iteration 47Q: 3 clusters Score -2182582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2182582.250000 Penalty: 4756.033203
	Iteration 48Q: 3 clusters Score -2182582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2182581.000000 Penalty: 4756.033203
	Iteration 49Q: 3 clusters Score -2182581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2182579.750000 Penalty: 4756.033203
	Iteration 50Q: 3 clusters Score -2182580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2182585.250000 Penalty: 4756.033203
	Iteration 51Q: 3 clusters Score -2182585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2182583.000000 Penalty: 4756.033203
	Iteration 52Q: 3 clusters Score -2182583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2182583.500000 Penalty: 4756.033203
	Iteration 53Q: 3 clusters Score -2182584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2182582.750000 Penalty: 4756.033203
	Iteration 54Q: 3 clusters Score -2182583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2182585.250000 Penalty: 4756.033203
	Iteration 55Q: 3 clusters Score -2182585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2182585.500000 Penalty: 4756.033203
	Iteration 56Q: 3 clusters Score -2182586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2182584.500000 Penalty: 4756.033203
	Iteration 57Q: 3 clusters Score -2182584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2182586.000000 Penalty: 4756.033203
	Iteration 58Q: 3 clusters Score -2182586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2182590.750000 Penalty: 4756.033203
	Iteration 59Q: 3 clusters Score -2182591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2182589.250000 Penalty: 4756.033203
	Iteration 60F: 3 clusters Score -2182589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2182590.000000 Penalty: 4756.033203
	Iteration 61Q: 3 clusters Score -2182590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2182590.500000 Penalty: 4756.033203
	Iteration 62Q: 3 clusters Score -2182590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2182593.000000 Penalty: 4756.033203
	Iteration 63Q: 3 clusters Score -2182593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2182590.750000 Penalty: 4756.033203
	Iteration 64Q: 3 clusters Score -2182591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2182590.750000 Penalty: 4756.033203
	Iteration 65F: 3 clusters Score -2182591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Entering Unmasked Estep 
Score: -3383677.250000 Penalty: 2478.594727
	Iteration 0F: 2 clusters Score -3383677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3368425.500000 Penalty: 4957.189453
	Iteration 0F: 3 clusters Score -3368426 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3373584.750000 Penalty: 4957.189453
	Iteration 1F: 3 clusters Score -3373585 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3374112.500000 Penalty: 4957.189453
	Iteration 2F: 3 clusters Score -3374112 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3374646.000000 Penalty: 4957.189453
	Iteration 3F: 3 clusters Score -3374646 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3375240.750000 Penalty: 4957.189453
	Iteration 4F: 3 clusters Score -3375241 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3375881.750000 Penalty: 4957.189453
	Iteration 5F: 3 clusters Score -3375882 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3376591.750000 Penalty: 4957.189453
	Iteration 6F: 3 clusters Score -3376592 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -3377314.750000 Penalty: 4957.189453
	Iteration 7F: 3 clusters Score -3377315 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3377901.750000 Penalty: 4957.189453
	Iteration 8F: 3 clusters Score -3377902 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3378357.000000 Penalty: 4957.189453
	Iteration 9Q: 3 clusters Score -3378357 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3378708.750000 Penalty: 4957.189453
	Iteration 10Q: 3 clusters Score -3378709 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3379003.000000 Penalty: 4957.189453
	Iteration 11Q: 3 clusters Score -3379003 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3379287.500000 Penalty: 4957.189453
	Iteration 12Q: 3 clusters Score -3379288 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3379493.500000 Penalty: 4957.189453
	Iteration 13Q: 3 clusters Score -3379494 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3379663.500000 Penalty: 4957.189453
	Iteration 14Q: 3 clusters Score -3379664 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3379793.250000 Penalty: 4957.189453
	Iteration 15Q: 3 clusters Score -3379793 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3379900.750000 Penalty: 4957.189453
	Iteration 16Q: 3 clusters Score -3379901 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3379995.250000 Penalty: 4957.189453
	Iteration 17Q: 3 clusters Score -3379995 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3380085.000000 Penalty: 4957.189453
	Iteration 18Q: 3 clusters Score -3380085 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3380143.500000 Penalty: 4957.189453
	Iteration 19Q: 3 clusters Score -3380144 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3380213.500000 Penalty: 4957.189453
	Iteration 20F: 3 clusters Score -3380214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3380265.000000 Penalty: 4957.189453
	Iteration 21Q: 3 clusters Score -3380265 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3380286.750000 Penalty: 4957.189453
	Iteration 22Q: 3 clusters Score -3380287 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3380333.750000 Penalty: 4957.189453
	Iteration 23Q: 3 clusters Score -3380334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3380377.250000 Penalty: 4957.189453
	Iteration 24Q: 3 clusters Score -3380377 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3380411.750000 Penalty: 4957.189453
	Iteration 25Q: 3 clusters Score -3380412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3380431.500000 Penalty: 4957.189453
	Iteration 26Q: 3 clusters Score -3380432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3380474.000000 Penalty: 4957.189453
	Iteration 27Q: 3 clusters Score -3380474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3380517.500000 Penalty: 4957.189453
	Iteration 28Q: 3 clusters Score -3380518 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3380549.750000 Penalty: 4957.189453
	Iteration 29Q: 3 clusters Score -3380550 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3380608.250000 Penalty: 4957.189453
	Iteration 30Q: 3 clusters Score -3380608 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3380657.500000 Penalty: 4957.189453
	Iteration 31Q: 3 clusters Score -3380658 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3380710.250000 Penalty: 4957.189453
	Iteration 32Q: 3 clusters Score -3380710 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3380786.750000 Penalty: 4957.189453
	Iteration 33Q: 3 clusters Score -3380787 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3380837.000000 Penalty: 4957.189453
	Iteration 34Q: 3 clusters Score -3380837 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3380906.500000 Penalty: 4957.189453
	Iteration 35Q: 3 clusters Score -3380906 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3380974.000000 Penalty: 4957.189453
	Iteration 36Q: 3 clusters Score -3380974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3381055.250000 Penalty: 4957.189453
	Iteration 37Q: 3 clusters Score -3381055 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3381123.750000 Penalty: 4957.189453
	Iteration 38Q: 3 clusters Score -3381124 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3381213.500000 Penalty: 4957.189453
	Iteration 39Q: 3 clusters Score -3381214 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3381306.000000 Penalty: 4957.189453
	Iteration 40F: 3 clusters Score -3381306 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3381423.000000 Penalty: 4957.189453
	Iteration 41Q: 3 clusters Score -3381423 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3381512.500000 Penalty: 4957.189453
	Iteration 42Q: 3 clusters Score -3381512 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3381617.750000 Penalty: 4957.189453
	Iteration 43Q: 3 clusters Score -3381618 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3381709.750000 Penalty: 4957.189453
	Iteration 44Q: 3 clusters Score -3381710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3381845.000000 Penalty: 4957.189453
	Iteration 45Q: 3 clusters Score -3381845 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3381991.500000 Penalty: 4957.189453
	Iteration 46Q: 3 clusters Score -3381992 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3382102.000000 Penalty: 4957.189453
	Iteration 47Q: 3 clusters Score -3382102 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3382216.250000 Penalty: 4957.189453
	Iteration 48Q: 3 clusters Score -3382216 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3382306.250000 Penalty: 4957.189453
	Iteration 49Q: 3 clusters Score -3382306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3382382.000000 Penalty: 4957.189453
	Iteration 50Q: 3 clusters Score -3382382 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3382450.000000 Penalty: 4957.189453
	Iteration 51Q: 3 clusters Score -3382450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3382523.500000 Penalty: 4957.189453
	Iteration 52Q: 3 clusters Score -3382524 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3382566.000000 Penalty: 4957.189453
	Iteration 53Q: 3 clusters Score -3382566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3382589.250000 Penalty: 4957.189453
	Iteration 54Q: 3 clusters Score -3382589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3382609.500000 Penalty: 4957.189453
	Iteration 55Q: 3 clusters Score -3382610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3382627.000000 Penalty: 4957.189453
	Iteration 56Q: 3 clusters Score -3382627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3382644.750000 Penalty: 4957.189453
	Iteration 57Q: 3 clusters Score -3382645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3382665.500000 Penalty: 4957.189453
	Iteration 58Q: 3 clusters Score -3382666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3382690.750000 Penalty: 4957.189453
	Iteration 59Q: 3 clusters Score -3382691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3382695.250000 Penalty: 4957.189453
	Iteration 60F: 3 clusters Score -3382695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3382717.750000 Penalty: 4957.189453
	Iteration 61Q: 3 clusters Score -3382718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3382724.500000 Penalty: 4957.189453
	Iteration 62Q: 3 clusters Score -3382724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3382731.500000 Penalty: 4957.189453
	Iteration 63Q: 3 clusters Score -3382732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3382739.500000 Penalty: 4957.189453
	Iteration 64Q: 3 clusters Score -3382740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3382748.750000 Penalty: 4957.189453
	Iteration 65Q: 3 clusters Score -3382749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3382768.500000 Penalty: 4957.189453
	Iteration 66Q: 3 clusters Score -3382768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3382778.250000 Penalty: 4957.189453
	Iteration 67Q: 3 clusters Score -3382778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3382777.250000 Penalty: 4957.189453
	Iteration 68Q: 3 clusters Score -3382777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3382783.250000 Penalty: 4957.189453
	Iteration 69Q: 3 clusters Score -3382783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3382782.000000 Penalty: 4957.189453
	Iteration 70Q: 3 clusters Score -3382782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3382786.500000 Penalty: 4957.189453
	Iteration 71Q: 3 clusters Score -3382786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3382790.250000 Penalty: 4957.189453
	Iteration 72Q: 3 clusters Score -3382790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3382802.250000 Penalty: 4957.189453
	Iteration 73Q: 3 clusters Score -3382802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3382801.500000 Penalty: 4957.189453
	Iteration 74Q: 3 clusters Score -3382802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3382800.250000 Penalty: 4957.189453
	Iteration 75Q: 3 clusters Score -3382800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3382791.250000 Penalty: 4957.189453
	Iteration 76Q: 3 clusters Score -3382791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3382800.500000 Penalty: 4957.189453
	Iteration 77Q: 3 clusters Score -3382800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3382801.500000 Penalty: 4957.189453
	Iteration 78Q: 3 clusters Score -3382802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3382801.500000 Penalty: 4957.189453
	Iteration 79Q: 3 clusters Score -3382802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3382806.750000 Penalty: 4957.189453
	Iteration 80F: 3 clusters Score -3382807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3382808.250000 Penalty: 4957.189453
	Iteration 81Q: 3 clusters Score -3382808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3382803.500000 Penalty: 4957.189453
	Iteration 82Q: 3 clusters Score -3382804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3382805.750000 Penalty: 4957.189453
	Iteration 83Q: 3 clusters Score -3382806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3382808.500000 Penalty: 4957.189453
	Iteration 84Q: 3 clusters Score -3382808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3382806.750000 Penalty: 4957.189453
	Iteration 85Q: 3 clusters Score -3382807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3382808.000000 Penalty: 4957.189453
	Iteration 86Q: 3 clusters Score -3382808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3382808.000000 Penalty: 4957.189453
	Iteration 87F: 3 clusters Score -3382808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1233168.250000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1233168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1226516.125000 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1226516 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1228412.125000 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1228412 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1228822.250000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1228822 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1229210.125000 Penalty: 4476.804688
	Iteration 3F: 3 clusters Score -1229210 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1229561.250000 Penalty: 4476.804688
	Iteration 4F: 3 clusters Score -1229561 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1229860.750000 Penalty: 4476.804688
	Iteration 5F: 3 clusters Score -1229861 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1230106.000000 Penalty: 4476.804688
	Iteration 6Q: 3 clusters Score -1230106 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1230309.875000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1230310 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1230482.875000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1230483 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1230614.625000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1230615 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1230736.875000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1230737 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1230859.375000 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1230859 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1231004.250000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1231004 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1231150.375000 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1231150 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1231280.875000 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1231281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1231390.125000 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1231390 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1231498.500000 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1231498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1231584.750000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1231585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1231651.875000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1231652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1231701.625000 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1231702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1231744.625000 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1231745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1231770.875000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1231771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1231794.375000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1231794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1231808.875000 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1231809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1231824.875000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1231825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1231838.375000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1231838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1231857.000000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1231857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1231880.250000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1231880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1231903.875000 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1231904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1231917.875000 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1231918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1231933.250000 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1231933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1231956.250000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1231956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1231979.625000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1231980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1232002.000000 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1232002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1232014.750000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1232015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1232021.125000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1232021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1232026.125000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1232026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1232036.375000 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1232036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1232037.375000 Penalty: 4476.804688
	Iteration 38Q: 3 clusters Score -1232037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1232044.125000 Penalty: 4476.804688
	Iteration 39Q: 3 clusters Score -1232044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1232049.250000 Penalty: 4476.804688
	Iteration 40F: 3 clusters Score -1232049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1232052.250000 Penalty: 4476.804688
	Iteration 41Q: 3 clusters Score -1232052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1232059.750000 Penalty: 4476.804688
	Iteration 42Q: 3 clusters Score -1232060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1232061.125000 Penalty: 4476.804688
	Iteration 43Q: 3 clusters Score -1232061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1232061.375000 Penalty: 4476.804688
	Iteration 44Q: 3 clusters Score -1232061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1232061.750000 Penalty: 4476.804688
	Iteration 45Q: 3 clusters Score -1232062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1232061.750000 Penalty: 4476.804688
	Iteration 46F: 3 clusters Score -1232062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Entering Unmasked Estep 
Score: -9716805.000000 Penalty: 2739.918945
	Iteration 0F: 2 clusters Score -9716805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -9674760.000000 Penalty: 5479.837891
	Iteration 0F: 3 clusters Score -9674760 nChanged 29235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -9691021.000000 Penalty: 5479.837891
	Iteration 1F: 3 clusters Score -9691021 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -9691681.000000 Penalty: 5479.837891
	Iteration 2Q: 3 clusters Score -9691681 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -9692411.000000 Penalty: 5479.837891
	Iteration 3Q: 3 clusters Score -9692411 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -9693253.000000 Penalty: 5479.837891
	Iteration 4Q: 3 clusters Score -9693253 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -9694335.000000 Penalty: 5479.837891
	Iteration 5Q: 3 clusters Score -9694335 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -9695661.000000 Penalty: 5479.837891
	Iteration 6Q: 3 clusters Score -9695661 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -9697974.000000 Penalty: 5479.837891
	Iteration 7F: 3 clusters Score -9697974 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -9701667.000000 Penalty: 5479.837891
	Iteration 8F: 3 clusters Score -9701667 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -9706177.000000 Penalty: 5479.837891
	Iteration 9F: 3 clusters Score -9706177 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -9710129.000000 Penalty: 5479.837891
	Iteration 10F: 3 clusters Score -9710129 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -9712560.000000 Penalty: 5479.837891
	Iteration 11Q: 3 clusters Score -9712560 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9713602.000000 Penalty: 5479.837891
	Iteration 12Q: 3 clusters Score -9713602 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -9714045.000000 Penalty: 5479.837891
	Iteration 13Q: 3 clusters Score -9714045 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -9714225.000000 Penalty: 5479.837891
	Iteration 14Q: 3 clusters Score -9714225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -9714283.000000 Penalty: 5479.837891
	Iteration 15Q: 3 clusters Score -9714283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -9714317.000000 Penalty: 5479.837891
	Iteration 16Q: 3 clusters Score -9714317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -9714335.000000 Penalty: 5479.837891
	Iteration 17Q: 3 clusters Score -9714335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -9714369.000000 Penalty: 5479.837891
	Iteration 18Q: 3 clusters Score -9714369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9714380.000000 Penalty: 5479.837891
	Iteration 19Q: 3 clusters Score -9714380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -9714388.000000 Penalty: 5479.837891
	Iteration 20F: 3 clusters Score -9714388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -9714407.000000 Penalty: 5479.837891
	Iteration 21Q: 3 clusters Score -9714407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -9714416.000000 Penalty: 5479.837891
	Iteration 22Q: 3 clusters Score -9714416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -9714425.000000 Penalty: 5479.837891
	Iteration 23Q: 3 clusters Score -9714425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -9714430.000000 Penalty: 5479.837891
	Iteration 24Q: 3 clusters Score -9714430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -9714431.000000 Penalty: 5479.837891
	Iteration 25Q: 3 clusters Score -9714431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -9714435.000000 Penalty: 5479.837891
	Iteration 26Q: 3 clusters Score -9714435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -9714435.000000 Penalty: 5479.837891
	Iteration 27F: 3 clusters Score -9714435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -192226.875000 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -192226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -190033.515625 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -190033.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -190530.281250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -190530.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -190797.625000 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -190797.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -190925.203125 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -190925.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -190990.390625 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -190990.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -191050.390625 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -191050.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -191092.390625 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -191092.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -191131.531250 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -191131.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -191162.218750 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -191162.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191185.453125 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -191185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191197.828125 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -191197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -191210.359375 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -191210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191220.125000 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -191220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -191227.921875 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -191227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191245.484375 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -191245.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -191265.562500 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -191265.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -191276.921875 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -191276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191282.765625 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -191282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191297.906250 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -191297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191320.234375 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -191320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -191352.234375 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -191352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191376.625000 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -191376.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -191401.921875 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -191401.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -191425.281250 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -191425.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -191442.062500 Penalty: 3578.029053
	Iteration 24Q: 3 clusters Score -191442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191451.140625 Penalty: 3578.029053
	Iteration 25Q: 3 clusters Score -191451.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -191465.031250 Penalty: 3578.029053
	Iteration 26Q: 3 clusters Score -191465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -191469.812500 Penalty: 3578.029053
	Iteration 27Q: 3 clusters Score -191469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191471.218750 Penalty: 3578.029053
	Iteration 28Q: 3 clusters Score -191471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191471.609375 Penalty: 3578.029053
	Iteration 29Q: 3 clusters Score -191471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191471.609375 Penalty: 3578.029053
	Iteration 30F: 3 clusters Score -191471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Entering Unmasked Estep 
Score: -5919139.500000 Penalty: 2615.902832
	Iteration 0F: 2 clusters Score -5919140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5893081.000000 Penalty: 5231.805664
	Iteration 0F: 3 clusters Score -5893081 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5903162.000000 Penalty: 5231.805664
	Iteration 1F: 3 clusters Score -5903162 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -5904050.500000 Penalty: 5231.805664
	Iteration 2F: 3 clusters Score -5904050 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5904875.000000 Penalty: 5231.805664
	Iteration 3F: 3 clusters Score -5904875 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -5905938.500000 Penalty: 5231.805664
	Iteration 4F: 3 clusters Score -5905938 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5906976.500000 Penalty: 5231.805664
	Iteration 5F: 3 clusters Score -5906976 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5907894.000000 Penalty: 5231.805664
	Iteration 6F: 3 clusters Score -5907894 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5908633.500000 Penalty: 5231.805664
	Iteration 7Q: 3 clusters Score -5908634 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5909238.500000 Penalty: 5231.805664
	Iteration 8Q: 3 clusters Score -5909238 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5909719.000000 Penalty: 5231.805664
	Iteration 9Q: 3 clusters Score -5909719 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5910141.500000 Penalty: 5231.805664
	Iteration 10Q: 3 clusters Score -5910142 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5910522.000000 Penalty: 5231.805664
	Iteration 11Q: 3 clusters Score -5910522 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5910861.500000 Penalty: 5231.805664
	Iteration 12Q: 3 clusters Score -5910862 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5911188.000000 Penalty: 5231.805664
	Iteration 13Q: 3 clusters Score -5911188 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5911543.500000 Penalty: 5231.805664
	Iteration 14Q: 3 clusters Score -5911544 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5911893.500000 Penalty: 5231.805664
	Iteration 15Q: 3 clusters Score -5911894 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5912297.000000 Penalty: 5231.805664
	Iteration 16Q: 3 clusters Score -5912297 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5912713.000000 Penalty: 5231.805664
	Iteration 17Q: 3 clusters Score -5912713 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5913181.500000 Penalty: 5231.805664
	Iteration 18Q: 3 clusters Score -5913182 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -5913724.500000 Penalty: 5231.805664
	Iteration 19Q: 3 clusters Score -5913724 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5914330.500000 Penalty: 5231.805664
	Iteration 20F: 3 clusters Score -5914330 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -5914903.500000 Penalty: 5231.805664
	Iteration 21Q: 3 clusters Score -5914904 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -5915490.000000 Penalty: 5231.805664
	Iteration 22Q: 3 clusters Score -5915490 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -5915970.000000 Penalty: 5231.805664
	Iteration 23Q: 3 clusters Score -5915970 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -5916341.000000 Penalty: 5231.805664
	Iteration 24Q: 3 clusters Score -5916341 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5916610.500000 Penalty: 5231.805664
	Iteration 25Q: 3 clusters Score -5916610 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5916850.000000 Penalty: 5231.805664
	Iteration 26Q: 3 clusters Score -5916850 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5917010.000000 Penalty: 5231.805664
	Iteration 27Q: 3 clusters Score -5917010 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -5917112.000000 Penalty: 5231.805664
	Iteration 28Q: 3 clusters Score -5917112 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5917182.000000 Penalty: 5231.805664
	Iteration 29Q: 3 clusters Score -5917182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5917257.500000 Penalty: 5231.805664
	Iteration 30Q: 3 clusters Score -5917258 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5917288.500000 Penalty: 5231.805664
	Iteration 31Q: 3 clusters Score -5917288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -5917326.500000 Penalty: 5231.805664
	Iteration 32Q: 3 clusters Score -5917326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5917357.500000 Penalty: 5231.805664
	Iteration 33Q: 3 clusters Score -5917358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5917367.000000 Penalty: 5231.805664
	Iteration 34Q: 3 clusters Score -5917367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5917387.000000 Penalty: 5231.805664
	Iteration 35Q: 3 clusters Score -5917387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5917402.000000 Penalty: 5231.805664
	Iteration 36Q: 3 clusters Score -5917402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -5917409.500000 Penalty: 5231.805664
	Iteration 37Q: 3 clusters Score -5917410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5917422.000000 Penalty: 5231.805664
	Iteration 38Q: 3 clusters Score -5917422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -5917437.000000 Penalty: 5231.805664
	Iteration 39Q: 3 clusters Score -5917437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -5917454.500000 Penalty: 5231.805664
	Iteration 40F: 3 clusters Score -5917454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5917458.000000 Penalty: 5231.805664
	Iteration 41Q: 3 clusters Score -5917458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5917474.000000 Penalty: 5231.805664
	Iteration 42Q: 3 clusters Score -5917474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5917474.500000 Penalty: 5231.805664
	Iteration 43Q: 3 clusters Score -5917474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5917463.500000 Penalty: 5231.805664
	Iteration 44Q: 3 clusters Score -5917464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5917477.000000 Penalty: 5231.805664
	Iteration 45Q: 3 clusters Score -5917477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5917496.500000 Penalty: 5231.805664
	Iteration 46Q: 3 clusters Score -5917496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -5917513.000000 Penalty: 5231.805664
	Iteration 47Q: 3 clusters Score -5917513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5917510.500000 Penalty: 5231.805664
	Iteration 48Q: 3 clusters Score -5917510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5917508.000000 Penalty: 5231.805664
	Iteration 49Q: 3 clusters Score -5917508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5917510.500000 Penalty: 5231.805664
	Iteration 50Q: 3 clusters Score -5917510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5917509.000000 Penalty: 5231.805664
	Iteration 51Q: 3 clusters Score -5917509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5917507.000000 Penalty: 5231.805664
	Iteration 52Q: 3 clusters Score -5917507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -5917513.000000 Penalty: 5231.805664
	Iteration 53Q: 3 clusters Score -5917513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5917519.000000 Penalty: 5231.805664
	Iteration 54Q: 3 clusters Score -5917519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5917523.500000 Penalty: 5231.805664
	Iteration 55Q: 3 clusters Score -5917524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -5917517.500000 Penalty: 5231.805664
	Iteration 56Q: 3 clusters Score -5917518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5917519.000000 Penalty: 5231.805664
	Iteration 57Q: 3 clusters Score -5917519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5917514.500000 Penalty: 5231.805664
	Iteration 58Q: 3 clusters Score -5917514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5917518.000000 Penalty: 5231.805664
	Iteration 59Q: 3 clusters Score -5917518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5917519.000000 Penalty: 5231.805664
	Iteration 60F: 3 clusters Score -5917519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -5917517.500000 Penalty: 5231.805664
	Iteration 61Q: 3 clusters Score -5917518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -5917517.000000 Penalty: 5231.805664
	Iteration 62Q: 3 clusters Score -5917517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -5917525.000000 Penalty: 5231.805664
	Iteration 63Q: 3 clusters Score -5917525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5917521.000000 Penalty: 5231.805664
	Iteration 64Q: 3 clusters Score -5917521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5917521.000000 Penalty: 5231.805664
	Iteration 65Q: 3 clusters Score -5917521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5917531.000000 Penalty: 5231.805664
	Iteration 66Q: 3 clusters Score -5917531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5917526.500000 Penalty: 5231.805664
	Iteration 67Q: 3 clusters Score -5917526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5917535.500000 Penalty: 5231.805664
	Iteration 68Q: 3 clusters Score -5917536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5917536.000000 Penalty: 5231.805664
	Iteration 69Q: 3 clusters Score -5917536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5917533.500000 Penalty: 5231.805664
	Iteration 70Q: 3 clusters Score -5917534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -5917535.000000 Penalty: 5231.805664
	Iteration 71Q: 3 clusters Score -5917535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5917537.000000 Penalty: 5231.805664
	Iteration 72Q: 3 clusters Score -5917537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5917536.000000 Penalty: 5231.805664
	Iteration 73Q: 3 clusters Score -5917536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -5917535.500000 Penalty: 5231.805664
	Iteration 74Q: 3 clusters Score -5917536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5917538.000000 Penalty: 5231.805664
	Iteration 75Q: 3 clusters Score -5917538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5917535.500000 Penalty: 5231.805664
	Iteration 76Q: 3 clusters Score -5917536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5917536.500000 Penalty: 5231.805664
	Iteration 77Q: 3 clusters Score -5917536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5917535.500000 Penalty: 5231.805664
	Iteration 78Q: 3 clusters Score -5917536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5917538.000000 Penalty: 5231.805664
	Iteration 79Q: 3 clusters Score -5917538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -5917535.000000 Penalty: 5231.805664
	Iteration 80F: 3 clusters Score -5917535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5917540.000000 Penalty: 5231.805664
	Iteration 81Q: 3 clusters Score -5917540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5917541.000000 Penalty: 5231.805664
	Iteration 82Q: 3 clusters Score -5917541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5917540.000000 Penalty: 5231.805664
	Iteration 83Q: 3 clusters Score -5917540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5917542.000000 Penalty: 5231.805664
	Iteration 84Q: 3 clusters Score -5917542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5917544.500000 Penalty: 5231.805664
	Iteration 85Q: 3 clusters Score -5917544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5917544.500000 Penalty: 5231.805664
	Iteration 86F: 3 clusters Score -5917544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Entering Unmasked Estep 
Score: -16315167.000000 Penalty: 2863.435059
	Iteration 0F: 2 clusters Score -1.631517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -16251207.000000 Penalty: 5726.870117
	Iteration 0F: 3 clusters Score -1.625121e+07 nChanged 48657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -16279043.000000 Penalty: 5726.870117
	Iteration 1F: 3 clusters Score -1.627904e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -16280214.000000 Penalty: 5726.870117
	Iteration 2Q: 3 clusters Score -1.628021e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -16281415.000000 Penalty: 5726.870117
	Iteration 3Q: 3 clusters Score -1.628142e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -16283303.000000 Penalty: 5726.870117
	Iteration 4Q: 3 clusters Score -1.62833e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -16285603.000000 Penalty: 5726.870117
	Iteration 5F: 3 clusters Score -1.62856e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -16288667.000000 Penalty: 5726.870117
	Iteration 6F: 3 clusters Score -1.628867e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -16292108.000000 Penalty: 5726.870117
	Iteration 7F: 3 clusters Score -1.629211e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -16295089.000000 Penalty: 5726.870117
	Iteration 8F: 3 clusters Score -1.629509e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -16297281.000000 Penalty: 5726.870117
	Iteration 9F: 3 clusters Score -1.629728e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -16299389.000000 Penalty: 5726.870117
	Iteration 10Q: 3 clusters Score -1.629939e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -16301425.000000 Penalty: 5726.870117
	Iteration 11Q: 3 clusters Score -1.630142e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -16303380.000000 Penalty: 5726.870117
	Iteration 12Q: 3 clusters Score -1.630338e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -16305630.000000 Penalty: 5726.870117
	Iteration 13Q: 3 clusters Score -1.630563e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -16307678.000000 Penalty: 5726.870117
	Iteration 14Q: 3 clusters Score -1.630768e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -16309429.000000 Penalty: 5726.870117
	Iteration 15Q: 3 clusters Score -1.630943e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -16310837.000000 Penalty: 5726.870117
	Iteration 16Q: 3 clusters Score -1.631084e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -16311661.000000 Penalty: 5726.870117
	Iteration 17Q: 3 clusters Score -1.631166e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16312146.000000 Penalty: 5726.870117
	Iteration 18Q: 3 clusters Score -1.631215e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16312465.000000 Penalty: 5726.870117
	Iteration 19Q: 3 clusters Score -1.631246e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16312579.000000 Penalty: 5726.870117
	Iteration 20F: 3 clusters Score -1.631258e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16312673.000000 Penalty: 5726.870117
	Iteration 21Q: 3 clusters Score -1.631267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16312727.000000 Penalty: 5726.870117
	Iteration 22Q: 3 clusters Score -1.631273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16312757.000000 Penalty: 5726.870117
	Iteration 23Q: 3 clusters Score -1.631276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16312794.000000 Penalty: 5726.870117
	Iteration 24Q: 3 clusters Score -1.631279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16312795.000000 Penalty: 5726.870117
	Iteration 25Q: 3 clusters Score -1.63128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16312804.000000 Penalty: 5726.870117
	Iteration 26Q: 3 clusters Score -1.63128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16312816.000000 Penalty: 5726.870117
	Iteration 27Q: 3 clusters Score -1.631282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16312824.000000 Penalty: 5726.870117
	Iteration 28Q: 3 clusters Score -1.631282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102752 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16312828.000000 Penalty: 5726.870117
	Iteration 29Q: 3 clusters Score -1.631283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16312832.000000 Penalty: 5726.870117
	Iteration 30Q: 3 clusters Score -1.631283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16312838.000000 Penalty: 5726.870117
	Iteration 31Q: 3 clusters Score -1.631284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16312824.000000 Penalty: 5726.870117
	Iteration 32Q: 3 clusters Score -1.631282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16312843.000000 Penalty: 5726.870117
	Iteration 33Q: 3 clusters Score -1.631284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16312847.000000 Penalty: 5726.870117
	Iteration 34Q: 3 clusters Score -1.631285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16312854.000000 Penalty: 5726.870117
	Iteration 35Q: 3 clusters Score -1.631285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16312854.000000 Penalty: 5726.870117
	Iteration 36F: 3 clusters Score -1.631285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -954422.562500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -954422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -949027.312500 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -949027.3 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -950547.812500 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -950547.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -950852.875000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -950852.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -951093.125000 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -951093.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -951310.812500 Penalty: 4351.982422
	Iteration 4F: 3 clusters Score -951310.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -951501.625000 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -951501.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -951700.187500 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -951700.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -951896.750000 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -951896.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -952103.875000 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -952103.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -952289.937500 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -952289.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -952458.062500 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -952458.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -952599.312500 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -952599.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -952713.562500 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -952713.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -952783.687500 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -952783.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -952842.312500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -952842.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -952886.437500 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -952886.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -952922.437500 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -952922.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -952956.250000 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -952956.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -952990.437500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -952990.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -953017.750000 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -953017.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -953052.125000 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -953052.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -953088.687500 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -953088.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -953119.875000 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -953119.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -953147.000000 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -953147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -953178.187500 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -953178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -953206.875000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -953206.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -953232.437500 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -953232.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -953250.000000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -953250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -953262.312500 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -953262.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -953271.875000 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -953271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -953280.625000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -953280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -953286.687500 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -953286.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -953293.500000 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -953293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -953299.625000 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -953299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -953300.875000 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -953300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -953307.687500 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -953307.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -953317.625000 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -953317.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -953327.250000 Penalty: 4351.982422
	Iteration 37Q: 3 clusters Score -953327.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -953336.562500 Penalty: 4351.982422
	Iteration 38Q: 3 clusters Score -953336.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -953344.812500 Penalty: 4351.982422
	Iteration 39Q: 3 clusters Score -953344.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -953349.500000 Penalty: 4351.982422
	Iteration 40F: 3 clusters Score -953349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -953356.250000 Penalty: 4351.982422
	Iteration 41Q: 3 clusters Score -953356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -953360.500000 Penalty: 4351.982422
	Iteration 42Q: 3 clusters Score -953360.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -953367.062500 Penalty: 4351.982422
	Iteration 43Q: 3 clusters Score -953367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -953379.562500 Penalty: 4351.982422
	Iteration 44Q: 3 clusters Score -953379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -953394.375000 Penalty: 4351.982422
	Iteration 45Q: 3 clusters Score -953394.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -953405.000000 Penalty: 4351.982422
	Iteration 46Q: 3 clusters Score -953405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -953430.812500 Penalty: 4351.982422
	Iteration 47Q: 3 clusters Score -953430.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -953462.562500 Penalty: 4351.982422
	Iteration 48Q: 3 clusters Score -953462.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -953499.500000 Penalty: 4351.982422
	Iteration 49Q: 3 clusters Score -953499.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -953527.687500 Penalty: 4351.982422
	Iteration 50Q: 3 clusters Score -953527.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -953549.000000 Penalty: 4351.982422
	Iteration 51Q: 3 clusters Score -953549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -953560.125000 Penalty: 4351.982422
	Iteration 52Q: 3 clusters Score -953560.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -953572.437500 Penalty: 4351.982422
	Iteration 53Q: 3 clusters Score -953572.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -953579.812500 Penalty: 4351.982422
	Iteration 54Q: 3 clusters Score -953579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -953583.937500 Penalty: 4351.982422
	Iteration 55Q: 3 clusters Score -953583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -953587.875000 Penalty: 4351.982422
	Iteration 56Q: 3 clusters Score -953587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -953589.937500 Penalty: 4351.982422
	Iteration 57Q: 3 clusters Score -953589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -953591.562500 Penalty: 4351.982422
	Iteration 58Q: 3 clusters Score -953591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -953594.687500 Penalty: 4351.982422
	Iteration 59Q: 3 clusters Score -953594.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -953597.875000 Penalty: 4351.982422
	Iteration 60F: 3 clusters Score -953597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -953600.062500 Penalty: 4351.982422
	Iteration 61Q: 3 clusters Score -953600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -953604.500000 Penalty: 4351.982422
	Iteration 62Q: 3 clusters Score -953604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -953607.125000 Penalty: 4351.982422
	Iteration 63Q: 3 clusters Score -953607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -953609.375000 Penalty: 4351.982422
	Iteration 64Q: 3 clusters Score -953609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -953611.125000 Penalty: 4351.982422
	Iteration 65Q: 3 clusters Score -953611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -953611.687500 Penalty: 4351.982422
	Iteration 66Q: 3 clusters Score -953611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -953611.875000 Penalty: 4351.982422
	Iteration 67Q: 3 clusters Score -953611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -953618.312500 Penalty: 4351.982422
	Iteration 68Q: 3 clusters Score -953618.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -953622.625000 Penalty: 4351.982422
	Iteration 69Q: 3 clusters Score -953622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -953624.687500 Penalty: 4351.982422
	Iteration 70Q: 3 clusters Score -953624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -953622.812500 Penalty: 4351.982422
	Iteration 71Q: 3 clusters Score -953622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -953626.187500 Penalty: 4351.982422
	Iteration 72Q: 3 clusters Score -953626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -953629.250000 Penalty: 4351.982422
	Iteration 73Q: 3 clusters Score -953629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -953631.125000 Penalty: 4351.982422
	Iteration 74Q: 3 clusters Score -953631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -953631.125000 Penalty: 4351.982422
	Iteration 75F: 3 clusters Score -953631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Entering Unmasked Estep 
Score: -8338560.500000 Penalty: 2698.129883
	Iteration 0F: 2 clusters Score -8338560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -8302992.000000 Penalty: 5396.259766
	Iteration 0F: 3 clusters Score -8302992 nChanged 24523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8316818.500000 Penalty: 5396.259766
	Iteration 1F: 3 clusters Score -8316818 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -8317651.000000 Penalty: 5396.259766
	Iteration 2Q: 3 clusters Score -8317651 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -8318697.500000 Penalty: 5396.259766
	Iteration 3Q: 3 clusters Score -8318698 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -8320019.000000 Penalty: 5396.259766
	Iteration 4F: 3 clusters Score -8320019 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -8321829.000000 Penalty: 5396.259766
	Iteration 5F: 3 clusters Score -8321829 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8324150.500000 Penalty: 5396.259766
	Iteration 6F: 3 clusters Score -8324150 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -8326797.500000 Penalty: 5396.259766
	Iteration 7F: 3 clusters Score -8326798 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -8329490.500000 Penalty: 5396.259766
	Iteration 8F: 3 clusters Score -8329490 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -8331839.500000 Penalty: 5396.259766
	Iteration 9Q: 3 clusters Score -8331840 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8333762.500000 Penalty: 5396.259766
	Iteration 10Q: 3 clusters Score -8333762 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8334790.000000 Penalty: 5396.259766
	Iteration 11Q: 3 clusters Score -8334790 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8335251.000000 Penalty: 5396.259766
	Iteration 12Q: 3 clusters Score -8335251 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -8335540.500000 Penalty: 5396.259766
	Iteration 13Q: 3 clusters Score -8335540 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -8335747.000000 Penalty: 5396.259766
	Iteration 14Q: 3 clusters Score -8335747 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -8335897.500000 Penalty: 5396.259766
	Iteration 15Q: 3 clusters Score -8335898 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -8336037.500000 Penalty: 5396.259766
	Iteration 16Q: 3 clusters Score -8336038 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -8336151.500000 Penalty: 5396.259766
	Iteration 17Q: 3 clusters Score -8336152 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -8336209.000000 Penalty: 5396.259766
	Iteration 18Q: 3 clusters Score -8336209 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -8336297.000000 Penalty: 5396.259766
	Iteration 19Q: 3 clusters Score -8336297 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -8336364.500000 Penalty: 5396.259766
	Iteration 20F: 3 clusters Score -8336364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -8336406.000000 Penalty: 5396.259766
	Iteration 21Q: 3 clusters Score -8336406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -8336460.000000 Penalty: 5396.259766
	Iteration 22Q: 3 clusters Score -8336460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -8336515.000000 Penalty: 5396.259766
	Iteration 23Q: 3 clusters Score -8336515 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -8336528.500000 Penalty: 5396.259766
	Iteration 24Q: 3 clusters Score -8336528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -8336547.000000 Penalty: 5396.259766
	Iteration 25Q: 3 clusters Score -8336547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -8336579.500000 Penalty: 5396.259766
	Iteration 26Q: 3 clusters Score -8336580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -8336590.500000 Penalty: 5396.259766
	Iteration 27Q: 3 clusters Score -8336590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -8336599.500000 Penalty: 5396.259766
	Iteration 28Q: 3 clusters Score -8336600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -8336592.000000 Penalty: 5396.259766
	Iteration 29Q: 3 clusters Score -8336592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -8336595.000000 Penalty: 5396.259766
	Iteration 30Q: 3 clusters Score -8336595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -8336585.500000 Penalty: 5396.259766
	Iteration 31Q: 3 clusters Score -8336586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -8336592.500000 Penalty: 5396.259766
	Iteration 32Q: 3 clusters Score -8336592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -8336593.000000 Penalty: 5396.259766
	Iteration 33Q: 3 clusters Score -8336593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -8336614.000000 Penalty: 5396.259766
	Iteration 34Q: 3 clusters Score -8336614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -8336632.500000 Penalty: 5396.259766
	Iteration 35Q: 3 clusters Score -8336632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -8336635.500000 Penalty: 5396.259766
	Iteration 36Q: 3 clusters Score -8336636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -8336645.500000 Penalty: 5396.259766
	Iteration 37Q: 3 clusters Score -8336646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -8336648.500000 Penalty: 5396.259766
	Iteration 38Q: 3 clusters Score -8336648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -8336653.000000 Penalty: 5396.259766
	Iteration 39Q: 3 clusters Score -8336653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -8336666.000000 Penalty: 5396.259766
	Iteration 40F: 3 clusters Score -8336666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -8336666.500000 Penalty: 5396.259766
	Iteration 41Q: 3 clusters Score -8336666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -8336678.000000 Penalty: 5396.259766
	Iteration 42Q: 3 clusters Score -8336678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -8336691.000000 Penalty: 5396.259766
	Iteration 43Q: 3 clusters Score -8336691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -8336688.000000 Penalty: 5396.259766
	Iteration 44Q: 3 clusters Score -8336688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -8336714.000000 Penalty: 5396.259766
	Iteration 45Q: 3 clusters Score -8336714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -8336721.500000 Penalty: 5396.259766
	Iteration 46Q: 3 clusters Score -8336722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -8336718.000000 Penalty: 5396.259766
	Iteration 47Q: 3 clusters Score -8336718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -8336727.000000 Penalty: 5396.259766
	Iteration 48Q: 3 clusters Score -8336727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -8336737.500000 Penalty: 5396.259766
	Iteration 49Q: 3 clusters Score -8336738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -8336735.000000 Penalty: 5396.259766
	Iteration 50Q: 3 clusters Score -8336735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -8336738.000000 Penalty: 5396.259766
	Iteration 51Q: 3 clusters Score -8336738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -8336744.500000 Penalty: 5396.259766
	Iteration 52Q: 3 clusters Score -8336744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -8336736.000000 Penalty: 5396.259766
	Iteration 53Q: 3 clusters Score -8336736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -8336736.000000 Penalty: 5396.259766
	Iteration 54F: 3 clusters Score -8336736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -1095037.875000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -1095038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1089100.750000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -1089101 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1090783.500000 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -1090784 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1091135.500000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -1091136 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1091405.375000 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -1091405 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1091625.125000 Penalty: 4417.302246
	Iteration 4Q: 3 clusters Score -1091625 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1091810.625000 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -1091811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1091970.250000 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -1091970 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1092105.750000 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -1092106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1092238.250000 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -1092238 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1092367.500000 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -1092368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1092470.375000 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -1092470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1092567.500000 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -1092568 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1092655.375000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -1092655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1092739.125000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -1092739 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1092814.750000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -1092815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1092903.000000 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -1092903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1093035.750000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -1093036 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1093186.875000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -1093187 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1093369.250000 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -1093369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1093578.625000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -1093579 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1093796.000000 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -1093796 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1094004.750000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -1094005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1094139.500000 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -1094140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1094234.625000 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -1094235 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1094313.125000 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -1094313 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1094398.375000 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -1094398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1094489.250000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -1094489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1094564.125000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -1094564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1094616.250000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -1094616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1094649.500000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -1094650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1094672.125000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -1094672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1094700.875000 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -1094701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1094719.125000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -1094719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1094742.375000 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -1094742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1094762.875000 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -1094763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1094792.375000 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -1094792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1094831.000000 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -1094831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1094888.000000 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -1094888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1094982.250000 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -1094982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1095047.250000 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -1095047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1095088.000000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -1095088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1095117.125000 Penalty: 4417.302246
	Iteration 41Q: 3 clusters Score -1095117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1095144.375000 Penalty: 4417.302246
	Iteration 42Q: 3 clusters Score -1095144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1095174.250000 Penalty: 4417.302246
	Iteration 43Q: 3 clusters Score -1095174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1095194.375000 Penalty: 4417.302246
	Iteration 44Q: 3 clusters Score -1095194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1095212.500000 Penalty: 4417.302246
	Iteration 45Q: 3 clusters Score -1095212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1095229.500000 Penalty: 4417.302246
	Iteration 46Q: 3 clusters Score -1095230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1095243.250000 Penalty: 4417.302246
	Iteration 47Q: 3 clusters Score -1095243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1095271.250000 Penalty: 4417.302246
	Iteration 48Q: 3 clusters Score -1095271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1095299.625000 Penalty: 4417.302246
	Iteration 49Q: 3 clusters Score -1095300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1095312.000000 Penalty: 4417.302246
	Iteration 50Q: 3 clusters Score -1095312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1095317.000000 Penalty: 4417.302246
	Iteration 51Q: 3 clusters Score -1095317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1095323.250000 Penalty: 4417.302246
	Iteration 52Q: 3 clusters Score -1095323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1095326.500000 Penalty: 4417.302246
	Iteration 53Q: 3 clusters Score -1095326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1095326.875000 Penalty: 4417.302246
	Iteration 54Q: 3 clusters Score -1095327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1095327.125000 Penalty: 4417.302246
	Iteration 55Q: 3 clusters Score -1095327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1095330.875000 Penalty: 4417.302246
	Iteration 56Q: 3 clusters Score -1095331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1095331.250000 Penalty: 4417.302246
	Iteration 57Q: 3 clusters Score -1095331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1095331.250000 Penalty: 4417.302246
	Iteration 58F: 3 clusters Score -1095331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 226 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 259 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 103374 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 53080 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 63849 members 
Mstep: Class 25 contains 20784 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 25950 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 7259 members 
Mstep: Class 36 contains 85971 members 
Mstep: Class 37 contains 14359 members 
Mstep: Class 38 contains 7294 members 
Mstep: Class 39 contains 33382 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 52499 members 
Mstep: Class 42 contains 549 members 
Mstep: Class 43 contains 8455 members 
Mstep: Class 44 contains 6884 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 14707 members 
Mstep: Class 47 contains 4987 members 
Entering Unmasked Estep 
Score: -120405472.000000 Penalty: 158369.359375
Splitting cluster 22 changes total score from -120406456.000000 to -120405472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -44271.531250 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -44271.53 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 201 members 
Entering Unmasked Estep 
Score: -43000.320312 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -43000.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43223.929688 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -43223.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43386.433594 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -43386.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43447.855469 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -43447.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43475.582031 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -43475.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43481.695312 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -43481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43484.699219 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -43484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43490.496094 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -43490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43496.527344 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -43496.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43498.031250 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -43498.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43500.308594 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -43500.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43503.296875 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -43503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43504.808594 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -43504.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43507.433594 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -43507.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43507.433594 Penalty: 2931.755127
	Iteration 14F: 3 clusters Score -43507.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (63849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Entering Unmasked Estep 
Score: -9949905.000000 Penalty: 2743.940430
	Iteration 0F: 2 clusters Score -9949905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -9907166.000000 Penalty: 5487.880859
	Iteration 0F: 3 clusters Score -9907166 nChanged 29695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -9924172.000000 Penalty: 5487.880859
	Iteration 1F: 3 clusters Score -9924172 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -9925350.000000 Penalty: 5487.880859
	Iteration 2Q: 3 clusters Score -9925350 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -9927003.000000 Penalty: 5487.880859
	Iteration 3F: 3 clusters Score -9927003 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -9929350.000000 Penalty: 5487.880859
	Iteration 4F: 3 clusters Score -9929350 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -9932331.000000 Penalty: 5487.880859
	Iteration 5F: 3 clusters Score -9932331 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -9934959.000000 Penalty: 5487.880859
	Iteration 6F: 3 clusters Score -9934959 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -9936932.000000 Penalty: 5487.880859
	Iteration 7F: 3 clusters Score -9936932 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -9938343.000000 Penalty: 5487.880859
	Iteration 8Q: 3 clusters Score -9938343 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -9939436.000000 Penalty: 5487.880859
	Iteration 9Q: 3 clusters Score -9939436 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -9940393.000000 Penalty: 5487.880859
	Iteration 10Q: 3 clusters Score -9940393 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -9941351.000000 Penalty: 5487.880859
	Iteration 11Q: 3 clusters Score -9941351 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -9942435.000000 Penalty: 5487.880859
	Iteration 12Q: 3 clusters Score -9942435 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -9943570.000000 Penalty: 5487.880859
	Iteration 13Q: 3 clusters Score -9943570 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9944650.000000 Penalty: 5487.880859
	Iteration 14Q: 3 clusters Score -9944650 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -9945582.000000 Penalty: 5487.880859
	Iteration 15Q: 3 clusters Score -9945582 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9946166.000000 Penalty: 5487.880859
	Iteration 16Q: 3 clusters Score -9946166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9946598.000000 Penalty: 5487.880859
	Iteration 17Q: 3 clusters Score -9946598 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9946964.000000 Penalty: 5487.880859
	Iteration 18Q: 3 clusters Score -9946964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9947173.000000 Penalty: 5487.880859
	Iteration 19Q: 3 clusters Score -9947173 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9947295.000000 Penalty: 5487.880859
	Iteration 20F: 3 clusters Score -9947295 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9947411.000000 Penalty: 5487.880859
	Iteration 21Q: 3 clusters Score -9947411 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9947469.000000 Penalty: 5487.880859
	Iteration 22Q: 3 clusters Score -9947469 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9947501.000000 Penalty: 5487.880859
	Iteration 23Q: 3 clusters Score -9947501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9947550.000000 Penalty: 5487.880859
	Iteration 24Q: 3 clusters Score -9947550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9947607.000000 Penalty: 5487.880859
	Iteration 25Q: 3 clusters Score -9947607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9947633.000000 Penalty: 5487.880859
	Iteration 26Q: 3 clusters Score -9947633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9947667.000000 Penalty: 5487.880859
	Iteration 27Q: 3 clusters Score -9947667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9947690.000000 Penalty: 5487.880859
	Iteration 28Q: 3 clusters Score -9947690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9947698.000000 Penalty: 5487.880859
	Iteration 29Q: 3 clusters Score -9947698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9947706.000000 Penalty: 5487.880859
	Iteration 30Q: 3 clusters Score -9947706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9947710.000000 Penalty: 5487.880859
	Iteration 31Q: 3 clusters Score -9947710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9947714.000000 Penalty: 5487.880859
	Iteration 32Q: 3 clusters Score -9947714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9947712.000000 Penalty: 5487.880859
	Iteration 33Q: 3 clusters Score -9947712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9947715.000000 Penalty: 5487.880859
	Iteration 34Q: 3 clusters Score -9947715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9947720.000000 Penalty: 5487.880859
	Iteration 35Q: 3 clusters Score -9947720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9947715.000000 Penalty: 5487.880859
	Iteration 36Q: 3 clusters Score -9947715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9947719.000000 Penalty: 5487.880859
	Iteration 37Q: 3 clusters Score -9947719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9947723.000000 Penalty: 5487.880859
	Iteration 38Q: 3 clusters Score -9947723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9947738.000000 Penalty: 5487.880859
	Iteration 39Q: 3 clusters Score -9947738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9947727.000000 Penalty: 5487.880859
	Iteration 40F: 3 clusters Score -9947727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9947731.000000 Penalty: 5487.880859
	Iteration 41Q: 3 clusters Score -9947731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9947721.000000 Penalty: 5487.880859
	Iteration 42Q: 3 clusters Score -9947721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9947721.000000 Penalty: 5487.880859
	Iteration 43Q: 3 clusters Score -9947721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9947723.000000 Penalty: 5487.880859
	Iteration 44Q: 3 clusters Score -9947723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9947723.000000 Penalty: 5487.880859
	Iteration 45F: 3 clusters Score -9947723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Entering Unmasked Estep 
Score: -3250145.500000 Penalty: 2465.600830
	Iteration 0F: 2 clusters Score -3250146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3235712.500000 Penalty: 4931.201660
	Iteration 0F: 3 clusters Score -3235712 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3240557.250000 Penalty: 4931.201660
	Iteration 1F: 3 clusters Score -3240557 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3240948.250000 Penalty: 4931.201660
	Iteration 2F: 3 clusters Score -3240948 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3241309.000000 Penalty: 4931.201660
	Iteration 3Q: 3 clusters Score -3241309 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3241639.500000 Penalty: 4931.201660
	Iteration 4Q: 3 clusters Score -3241640 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3241985.750000 Penalty: 4931.201660
	Iteration 5Q: 3 clusters Score -3241986 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3242440.500000 Penalty: 4931.201660
	Iteration 6Q: 3 clusters Score -3242440 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3242967.000000 Penalty: 4931.201660
	Iteration 7Q: 3 clusters Score -3242967 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3243550.750000 Penalty: 4931.201660
	Iteration 8Q: 3 clusters Score -3243551 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3244158.750000 Penalty: 4931.201660
	Iteration 9F: 3 clusters Score -3244159 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3244685.500000 Penalty: 4931.201660
	Iteration 10Q: 3 clusters Score -3244686 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3245130.000000 Penalty: 4931.201660
	Iteration 11Q: 3 clusters Score -3245130 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3245431.750000 Penalty: 4931.201660
	Iteration 12Q: 3 clusters Score -3245432 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3245651.500000 Penalty: 4931.201660
	Iteration 13Q: 3 clusters Score -3245652 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3245818.250000 Penalty: 4931.201660
	Iteration 14Q: 3 clusters Score -3245818 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3245934.500000 Penalty: 4931.201660
	Iteration 15Q: 3 clusters Score -3245934 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3246057.000000 Penalty: 4931.201660
	Iteration 16Q: 3 clusters Score -3246057 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3246149.750000 Penalty: 4931.201660
	Iteration 17Q: 3 clusters Score -3246150 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3246258.750000 Penalty: 4931.201660
	Iteration 18Q: 3 clusters Score -3246259 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3246367.500000 Penalty: 4931.201660
	Iteration 19Q: 3 clusters Score -3246368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3246483.750000 Penalty: 4931.201660
	Iteration 20F: 3 clusters Score -3246484 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3246624.250000 Penalty: 4931.201660
	Iteration 21Q: 3 clusters Score -3246624 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3246772.750000 Penalty: 4931.201660
	Iteration 22Q: 3 clusters Score -3246773 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3246899.250000 Penalty: 4931.201660
	Iteration 23Q: 3 clusters Score -3246899 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3247059.000000 Penalty: 4931.201660
	Iteration 24Q: 3 clusters Score -3247059 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3247206.000000 Penalty: 4931.201660
	Iteration 25Q: 3 clusters Score -3247206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3247355.000000 Penalty: 4931.201660
	Iteration 26Q: 3 clusters Score -3247355 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3247468.750000 Penalty: 4931.201660
	Iteration 27Q: 3 clusters Score -3247469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3247570.750000 Penalty: 4931.201660
	Iteration 28Q: 3 clusters Score -3247571 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3247661.000000 Penalty: 4931.201660
	Iteration 29Q: 3 clusters Score -3247661 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3247737.750000 Penalty: 4931.201660
	Iteration 30Q: 3 clusters Score -3247738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3247814.000000 Penalty: 4931.201660
	Iteration 31Q: 3 clusters Score -3247814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3247881.500000 Penalty: 4931.201660
	Iteration 32Q: 3 clusters Score -3247882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3247915.250000 Penalty: 4931.201660
	Iteration 33Q: 3 clusters Score -3247915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3247953.000000 Penalty: 4931.201660
	Iteration 34Q: 3 clusters Score -3247953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3247972.750000 Penalty: 4931.201660
	Iteration 35Q: 3 clusters Score -3247973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3247987.500000 Penalty: 4931.201660
	Iteration 36Q: 3 clusters Score -3247988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3248008.500000 Penalty: 4931.201660
	Iteration 37Q: 3 clusters Score -3248008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3248022.500000 Penalty: 4931.201660
	Iteration 38Q: 3 clusters Score -3248022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3248040.500000 Penalty: 4931.201660
	Iteration 39Q: 3 clusters Score -3248040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3248061.000000 Penalty: 4931.201660
	Iteration 40F: 3 clusters Score -3248061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3248068.250000 Penalty: 4931.201660
	Iteration 41Q: 3 clusters Score -3248068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3248083.250000 Penalty: 4931.201660
	Iteration 42Q: 3 clusters Score -3248083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3248096.750000 Penalty: 4931.201660
	Iteration 43Q: 3 clusters Score -3248097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3248103.750000 Penalty: 4931.201660
	Iteration 44Q: 3 clusters Score -3248104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3248097.250000 Penalty: 4931.201660
	Iteration 45Q: 3 clusters Score -3248097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3248104.500000 Penalty: 4931.201660
	Iteration 46Q: 3 clusters Score -3248104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3248105.250000 Penalty: 4931.201660
	Iteration 47Q: 3 clusters Score -3248105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3248106.750000 Penalty: 4931.201660
	Iteration 48Q: 3 clusters Score -3248107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3248111.250000 Penalty: 4931.201660
	Iteration 49Q: 3 clusters Score -3248111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3248118.000000 Penalty: 4931.201660
	Iteration 50Q: 3 clusters Score -3248118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3248118.000000 Penalty: 4931.201660
	Iteration 51Q: 3 clusters Score -3248118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3248120.250000 Penalty: 4931.201660
	Iteration 52Q: 3 clusters Score -3248120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3248120.000000 Penalty: 4931.201660
	Iteration 53Q: 3 clusters Score -3248120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3248120.250000 Penalty: 4931.201660
	Iteration 54Q: 3 clusters Score -3248120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3248120.750000 Penalty: 4931.201660
	Iteration 55Q: 3 clusters Score -3248121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3248119.500000 Penalty: 4931.201660
	Iteration 56Q: 3 clusters Score -3248120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3248120.750000 Penalty: 4931.201660
	Iteration 57Q: 3 clusters Score -3248121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3248120.750000 Penalty: 4931.201660
	Iteration 58F: 3 clusters Score -3248121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -60735.507812 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -60735.51 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 219 members 
Entering Unmasked Estep 
Score: -59335.347656 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -59335.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59605.757812 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -59605.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59857.339844 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -59857.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59962.230469 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -59962.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60014.542969 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -60014.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60067.910156 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -60067.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60172.261719 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -60172.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60185.414062 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -60185.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60222.285156 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -60222.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60246.210938 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -60246.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60248.351562 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -60248.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60248.351562 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -60248.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1031771.562500 Penalty: 2193.109375
	Iteration 0F: 2 clusters Score -1031772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1025997.250000 Penalty: 4386.218750
	Iteration 0F: 3 clusters Score -1025997 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1027492.062500 Penalty: 4386.218750
	Iteration 1F: 3 clusters Score -1027492 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1027756.437500 Penalty: 4386.218750
	Iteration 2F: 3 clusters Score -1027756 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1027940.937500 Penalty: 4386.218750
	Iteration 3F: 3 clusters Score -1027941 nChanged 287
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: -1028078.625000 Penalty: 4386.218750
	Iteration 4Q: 3 clusters Score -1028079 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1028198.375000 Penalty: 4386.218750
	Iteration 5Q: 3 clusters Score -1028198 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1028314.125000 Penalty: 4386.218750
	Iteration 6Q: 3 clusters Score -1028314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1028436.875000 Penalty: 4386.218750
	Iteration 7Q: 3 clusters Score -1028437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1028540.937500 Penalty: 4386.218750
	Iteration 8Q: 3 clusters Score -1028541 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1028668.250000 Penalty: 4386.218750
	Iteration 9Q: 3 clusters Score -1028668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1028826.812500 Penalty: 4386.218750
	Iteration 10Q: 3 clusters Score -1028827 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1028999.750000 Penalty: 4386.218750
	Iteration 11Q: 3 clusters Score -1029000 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1029167.500000 Penalty: 4386.218750
	Iteration 12Q: 3 clusters Score -1029168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1029301.562500 Penalty: 4386.218750
	Iteration 13Q: 3 clusters Score -1029302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1029406.812500 Penalty: 4386.218750
	Iteration 14Q: 3 clusters Score -1029407 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1029493.750000 Penalty: 4386.218750
	Iteration 15Q: 3 clusters Score -1029494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1029565.750000 Penalty: 4386.218750
	Iteration 16Q: 3 clusters Score -1029566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1029627.375000 Penalty: 4386.218750
	Iteration 17Q: 3 clusters Score -1029627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1029671.812500 Penalty: 4386.218750
	Iteration 18Q: 3 clusters Score -1029672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1029708.562500 Penalty: 4386.218750
	Iteration 19Q: 3 clusters Score -1029709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1029746.687500 Penalty: 4386.218750
	Iteration 20F: 3 clusters Score -1029747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1029778.437500 Penalty: 4386.218750
	Iteration 21Q: 3 clusters Score -1029778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1029808.687500 Penalty: 4386.218750
	Iteration 22Q: 3 clusters Score -1029809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1029829.812500 Penalty: 4386.218750
	Iteration 23Q: 3 clusters Score -1029830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1029856.437500 Penalty: 4386.218750
	Iteration 24Q: 3 clusters Score -1029856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1029880.312500 Penalty: 4386.218750
	Iteration 25Q: 3 clusters Score -1029880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1029900.687500 Penalty: 4386.218750
	Iteration 26Q: 3 clusters Score -1029901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1029921.375000 Penalty: 4386.218750
	Iteration 27Q: 3 clusters Score -1029921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1029935.812500 Penalty: 4386.218750
	Iteration 28Q: 3 clusters Score -1029936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1029951.062500 Penalty: 4386.218750
	Iteration 29Q: 3 clusters Score -1029951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1029956.562500 Penalty: 4386.218750
	Iteration 30Q: 3 clusters Score -1029957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1029962.937500 Penalty: 4386.218750
	Iteration 31Q: 3 clusters Score -1029963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1029962.750000 Penalty: 4386.218750
	Iteration 32Q: 3 clusters Score -1029963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1029964.250000 Penalty: 4386.218750
	Iteration 33Q: 3 clusters Score -1029964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1029970.062500 Penalty: 4386.218750
	Iteration 34Q: 3 clusters Score -1029970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1029974.062500 Penalty: 4386.218750
	Iteration 35Q: 3 clusters Score -1029974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1029981.187500 Penalty: 4386.218750
	Iteration 36Q: 3 clusters Score -1029981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1029984.437500 Penalty: 4386.218750
	Iteration 37Q: 3 clusters Score -1029984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1029986.875000 Penalty: 4386.218750
	Iteration 38Q: 3 clusters Score -1029987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1029987.875000 Penalty: 4386.218750
	Iteration 39Q: 3 clusters Score -1029988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1029988.875000 Penalty: 4386.218750
	Iteration 40F: 3 clusters Score -1029989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1029991.187500 Penalty: 4386.218750
	Iteration 41Q: 3 clusters Score -1029991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1029995.312500 Penalty: 4386.218750
	Iteration 42Q: 3 clusters Score -1029995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1029994.437500 Penalty: 4386.218750
	Iteration 43Q: 3 clusters Score -1029994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1029994.437500 Penalty: 4386.218750
	Iteration 44F: 3 clusters Score -1029994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -229569.875000 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -229569.9 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 841 members 
Entering Unmasked Estep 
Score: -227306.281250 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -227306.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227762.359375 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -227762.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -227913.453125 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -227913.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -228022.328125 Penalty: 3654.696289
	Iteration 3F: 3 clusters Score -228022.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -228125.343750 Penalty: 3654.696289
	Iteration 4F: 3 clusters Score -228125.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -228205.781250 Penalty: 3654.696289
	Iteration 5Q: 3 clusters Score -228205.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -228281.968750 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -228282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -228362.015625 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -228362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -228431.203125 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -228431.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -228494.500000 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -228494.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -228542.718750 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -228542.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -228581.625000 Penalty: 3654.696289
	Iteration 11Q: 3 clusters Score -228581.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -228622.625000 Penalty: 3654.696289
	Iteration 12Q: 3 clusters Score -228622.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -228654.281250 Penalty: 3654.696289
	Iteration 13Q: 3 clusters Score -228654.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -228670.609375 Penalty: 3654.696289
	Iteration 14Q: 3 clusters Score -228670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -228676.968750 Penalty: 3654.696289
	Iteration 15Q: 3 clusters Score -228677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -228679.968750 Penalty: 3654.696289
	Iteration 16Q: 3 clusters Score -228680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -228685.125000 Penalty: 3654.696289
	Iteration 17Q: 3 clusters Score -228685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -228689.000000 Penalty: 3654.696289
	Iteration 18Q: 3 clusters Score -228689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -228689.453125 Penalty: 3654.696289
	Iteration 19Q: 3 clusters Score -228689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -228692.015625 Penalty: 3654.696289
	Iteration 20F: 3 clusters Score -228692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -228693.546875 Penalty: 3654.696289
	Iteration 21Q: 3 clusters Score -228693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -228694.343750 Penalty: 3654.696289
	Iteration 22Q: 3 clusters Score -228694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -228694.796875 Penalty: 3654.696289
	Iteration 23Q: 3 clusters Score -228694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -228694.796875 Penalty: 3654.696289
	Iteration 24F: 3 clusters Score -228694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -993985.750000 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -993985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -988530.625000 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -988530.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -989962.687500 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -989962.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -990281.875000 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -990281.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -990544.625000 Penalty: 4357.248047
	Iteration 3F: 3 clusters Score -990544.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -990812.937500 Penalty: 4357.248047
	Iteration 4F: 3 clusters Score -990812.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -991085.875000 Penalty: 4357.248047
	Iteration 5F: 3 clusters Score -991085.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -991355.812500 Penalty: 4357.248047
	Iteration 6F: 3 clusters Score -991355.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -991649.062500 Penalty: 4357.248047
	Iteration 7F: 3 clusters Score -991649.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -991950.812500 Penalty: 4357.248047
	Iteration 8F: 3 clusters Score -991950.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -992201.750000 Penalty: 4357.248047
	Iteration 9Q: 3 clusters Score -992201.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -992378.375000 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -992378.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -992512.062500 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -992512.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -992596.062500 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -992596.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -992653.812500 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -992653.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -992690.187500 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -992690.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -992706.875000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -992706.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -992717.375000 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -992717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -992723.937500 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -992723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -992731.625000 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -992731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -992736.687500 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -992736.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -992746.250000 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -992746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -992752.875000 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -992752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -992757.625000 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -992757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -992760.250000 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -992760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -992762.437500 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -992762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -992767.000000 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -992767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -992770.625000 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -992770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -992771.687500 Penalty: 4357.248047
	Iteration 27Q: 3 clusters Score -992771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -992773.187500 Penalty: 4357.248047
	Iteration 28Q: 3 clusters Score -992773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -992774.562500 Penalty: 4357.248047
	Iteration 29Q: 3 clusters Score -992774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -992777.187500 Penalty: 4357.248047
	Iteration 30Q: 3 clusters Score -992777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -992777.125000 Penalty: 4357.248047
	Iteration 31Q: 3 clusters Score -992777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -992778.562500 Penalty: 4357.248047
	Iteration 32Q: 3 clusters Score -992778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -992778.250000 Penalty: 4357.248047
	Iteration 33Q: 3 clusters Score -992778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -992778.250000 Penalty: 4357.248047
	Iteration 34F: 3 clusters Score -992778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -136163.500000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -136163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134307.296875 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -134307.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134576.750000 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -134576.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134684.609375 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -134684.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134772.437500 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -134772.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134926.250000 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -134926.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135147.421875 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -135147.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135447.515625 Penalty: 3371.778320
	Iteration 6F: 3 clusters Score -135447.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135784.046875 Penalty: 3371.778320
	Iteration 7F: 3 clusters Score -135784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135909.687500 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -135909.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136001.875000 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -136001.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136041.500000 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -136041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136054.203125 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -136054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136082.328125 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -136082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -136101.828125 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -136101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136119.640625 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -136119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136125.796875 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -136125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136129.906250 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -136129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136135.828125 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -136135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136137.734375 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -136137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136137.734375 Penalty: 3371.778320
	Iteration 19F: 3 clusters Score -136137.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -1175427.125000 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -1175427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1169186.125000 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -1169186 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1171081.375000 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -1171081 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1171403.250000 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -1171403 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1171649.375000 Penalty: 4447.502441
	Iteration 3F: 3 clusters Score -1171649 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1171854.000000 Penalty: 4447.502441
	Iteration 4Q: 3 clusters Score -1171854 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1172071.000000 Penalty: 4447.502441
	Iteration 5Q: 3 clusters Score -1172071 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1172249.000000 Penalty: 4447.502441
	Iteration 6Q: 3 clusters Score -1172249 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1172440.375000 Penalty: 4447.502441
	Iteration 7Q: 3 clusters Score -1172440 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1172641.750000 Penalty: 4447.502441
	Iteration 8Q: 3 clusters Score -1172642 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1172857.750000 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -1172858 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1173098.500000 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -1173098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1173318.500000 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -1173318 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1173521.000000 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -1173521 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1173699.000000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -1173699 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1173831.875000 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -1173832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1173903.875000 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -1173904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1173954.125000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -1173954 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1173988.125000 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -1173988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1174009.750000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -1174010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1174026.625000 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -1174027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1174039.250000 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -1174039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1174051.500000 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -1174052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1174058.750000 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -1174059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1174070.125000 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -1174070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1174075.125000 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -1174075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1174081.125000 Penalty: 4447.502441
	Iteration 25Q: 3 clusters Score -1174081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1174080.500000 Penalty: 4447.502441
	Iteration 26Q: 3 clusters Score -1174080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1174086.875000 Penalty: 4447.502441
	Iteration 27Q: 3 clusters Score -1174087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1174087.750000 Penalty: 4447.502441
	Iteration 28Q: 3 clusters Score -1174088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1174088.625000 Penalty: 4447.502441
	Iteration 29Q: 3 clusters Score -1174089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1174090.500000 Penalty: 4447.502441
	Iteration 30Q: 3 clusters Score -1174090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1174088.750000 Penalty: 4447.502441
	Iteration 31Q: 3 clusters Score -1174089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1174092.375000 Penalty: 4447.502441
	Iteration 32Q: 3 clusters Score -1174092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1174093.125000 Penalty: 4447.502441
	Iteration 33Q: 3 clusters Score -1174093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1174092.625000 Penalty: 4447.502441
	Iteration 34Q: 3 clusters Score -1174093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1174094.375000 Penalty: 4447.502441
	Iteration 35Q: 3 clusters Score -1174094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1174094.125000 Penalty: 4447.502441
	Iteration 36Q: 3 clusters Score -1174094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1174094.125000 Penalty: 4447.502441
	Iteration 37F: 3 clusters Score -1174094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1094243.875000 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -1094244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1088298.250000 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -1088298 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1089814.125000 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -1089814 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1090055.125000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -1090055 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1090277.375000 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -1090277 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1090533.625000 Penalty: 4406.766602
	Iteration 4F: 3 clusters Score -1090534 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1090876.500000 Penalty: 4406.766602
	Iteration 5F: 3 clusters Score -1090876 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1091262.500000 Penalty: 4406.766602
	Iteration 6F: 3 clusters Score -1091262 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1091637.750000 Penalty: 4406.766602
	Iteration 7F: 3 clusters Score -1091638 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1091916.625000 Penalty: 4406.766602
	Iteration 8F: 3 clusters Score -1091917 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1092094.250000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -1092094 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1092215.750000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -1092216 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1092329.250000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -1092329 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1092420.125000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -1092420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1092482.875000 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -1092483 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1092547.250000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -1092547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1092615.625000 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -1092616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1092685.625000 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -1092686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1092755.750000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -1092756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1092828.250000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -1092828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1092893.625000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -1092894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1092950.500000 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -1092950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1092988.250000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -1092988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1093021.250000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -1093021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1093048.625000 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -1093049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1093072.875000 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -1093073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1093088.000000 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -1093088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1093106.875000 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -1093107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1093120.375000 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -1093120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1093131.875000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -1093132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1093143.000000 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -1093143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1093148.875000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -1093149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1093150.750000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -1093151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1093156.500000 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -1093156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1093165.750000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -1093166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1093173.375000 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -1093173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1093179.000000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -1093179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1093184.500000 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -1093184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1093186.125000 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -1093186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1093191.000000 Penalty: 4406.766602
	Iteration 38Q: 3 clusters Score -1093191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1093192.875000 Penalty: 4406.766602
	Iteration 39Q: 3 clusters Score -1093193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1093197.375000 Penalty: 4406.766602
	Iteration 40F: 3 clusters Score -1093197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1093202.250000 Penalty: 4406.766602
	Iteration 41Q: 3 clusters Score -1093202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1093204.250000 Penalty: 4406.766602
	Iteration 42Q: 3 clusters Score -1093204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1093206.750000 Penalty: 4406.766602
	Iteration 43Q: 3 clusters Score -1093207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1093210.250000 Penalty: 4406.766602
	Iteration 44Q: 3 clusters Score -1093210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1093215.125000 Penalty: 4406.766602
	Iteration 45Q: 3 clusters Score -1093215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1093221.750000 Penalty: 4406.766602
	Iteration 46Q: 3 clusters Score -1093222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1093226.250000 Penalty: 4406.766602
	Iteration 47Q: 3 clusters Score -1093226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1093231.875000 Penalty: 4406.766602
	Iteration 48Q: 3 clusters Score -1093232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1093232.000000 Penalty: 4406.766602
	Iteration 49Q: 3 clusters Score -1093232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1093233.375000 Penalty: 4406.766602
	Iteration 50Q: 3 clusters Score -1093233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1093232.250000 Penalty: 4406.766602
	Iteration 51Q: 3 clusters Score -1093232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1093232.375000 Penalty: 4406.766602
	Iteration 52Q: 3 clusters Score -1093232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1093232.375000 Penalty: 4406.766602
	Iteration 53F: 3 clusters Score -1093232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Entering Unmasked Estep 
Score: -3824417.250000 Penalty: 2520.653809
	Iteration 0F: 2 clusters Score -3824417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3806551.250000 Penalty: 5041.307617
	Iteration 0F: 3 clusters Score -3806551 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3813791.000000 Penalty: 5041.307617
	Iteration 1F: 3 clusters Score -3813791 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3814978.500000 Penalty: 5041.307617
	Iteration 2F: 3 clusters Score -3814978 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3816281.750000 Penalty: 5041.307617
	Iteration 3F: 3 clusters Score -3816282 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3817665.750000 Penalty: 5041.307617
	Iteration 4F: 3 clusters Score -3817666 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3818882.500000 Penalty: 5041.307617
	Iteration 5F: 3 clusters Score -3818882 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3819839.500000 Penalty: 5041.307617
	Iteration 6F: 3 clusters Score -3819840 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3820483.500000 Penalty: 5041.307617
	Iteration 7Q: 3 clusters Score -3820484 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3820882.000000 Penalty: 5041.307617
	Iteration 8Q: 3 clusters Score -3820882 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3821119.750000 Penalty: 5041.307617
	Iteration 9Q: 3 clusters Score -3821120 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3821268.750000 Penalty: 5041.307617
	Iteration 10Q: 3 clusters Score -3821269 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3821371.500000 Penalty: 5041.307617
	Iteration 11Q: 3 clusters Score -3821372 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3821431.250000 Penalty: 5041.307617
	Iteration 12Q: 3 clusters Score -3821431 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3821509.750000 Penalty: 5041.307617
	Iteration 13Q: 3 clusters Score -3821510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3821569.500000 Penalty: 5041.307617
	Iteration 14Q: 3 clusters Score -3821570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3821629.250000 Penalty: 5041.307617
	Iteration 15Q: 3 clusters Score -3821629 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3821676.000000 Penalty: 5041.307617
	Iteration 16Q: 3 clusters Score -3821676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3821711.750000 Penalty: 5041.307617
	Iteration 17Q: 3 clusters Score -3821712 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3821745.000000 Penalty: 5041.307617
	Iteration 18Q: 3 clusters Score -3821745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3821765.750000 Penalty: 5041.307617
	Iteration 19Q: 3 clusters Score -3821766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3821792.750000 Penalty: 5041.307617
	Iteration 20F: 3 clusters Score -3821793 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3821815.250000 Penalty: 5041.307617
	Iteration 21Q: 3 clusters Score -3821815 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3821827.750000 Penalty: 5041.307617
	Iteration 22Q: 3 clusters Score -3821828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3821843.750000 Penalty: 5041.307617
	Iteration 23Q: 3 clusters Score -3821844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3821866.750000 Penalty: 5041.307617
	Iteration 24Q: 3 clusters Score -3821867 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3821881.750000 Penalty: 5041.307617
	Iteration 25Q: 3 clusters Score -3821882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3821894.250000 Penalty: 5041.307617
	Iteration 26Q: 3 clusters Score -3821894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3821920.500000 Penalty: 5041.307617
	Iteration 27Q: 3 clusters Score -3821920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3821929.000000 Penalty: 5041.307617
	Iteration 28Q: 3 clusters Score -3821929 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3821957.000000 Penalty: 5041.307617
	Iteration 29Q: 3 clusters Score -3821957 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3821976.250000 Penalty: 5041.307617
	Iteration 30Q: 3 clusters Score -3821976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3821986.750000 Penalty: 5041.307617
	Iteration 31Q: 3 clusters Score -3821987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3822033.000000 Penalty: 5041.307617
	Iteration 32Q: 3 clusters Score -3822033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3822054.250000 Penalty: 5041.307617
	Iteration 33Q: 3 clusters Score -3822054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3822073.250000 Penalty: 5041.307617
	Iteration 34Q: 3 clusters Score -3822073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3822112.500000 Penalty: 5041.307617
	Iteration 35Q: 3 clusters Score -3822112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3822132.750000 Penalty: 5041.307617
	Iteration 36Q: 3 clusters Score -3822133 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3822150.250000 Penalty: 5041.307617
	Iteration 37Q: 3 clusters Score -3822150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3822182.750000 Penalty: 5041.307617
	Iteration 38Q: 3 clusters Score -3822183 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3822206.250000 Penalty: 5041.307617
	Iteration 39Q: 3 clusters Score -3822206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3822242.250000 Penalty: 5041.307617
	Iteration 40F: 3 clusters Score -3822242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3822292.000000 Penalty: 5041.307617
	Iteration 41Q: 3 clusters Score -3822292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3822332.000000 Penalty: 5041.307617
	Iteration 42Q: 3 clusters Score -3822332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3822374.500000 Penalty: 5041.307617
	Iteration 43Q: 3 clusters Score -3822374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3822415.750000 Penalty: 5041.307617
	Iteration 44Q: 3 clusters Score -3822416 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3822461.500000 Penalty: 5041.307617
	Iteration 45Q: 3 clusters Score -3822462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3822513.750000 Penalty: 5041.307617
	Iteration 46Q: 3 clusters Score -3822514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3822557.500000 Penalty: 5041.307617
	Iteration 47Q: 3 clusters Score -3822558 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3822631.000000 Penalty: 5041.307617
	Iteration 48Q: 3 clusters Score -3822631 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3822699.750000 Penalty: 5041.307617
	Iteration 49Q: 3 clusters Score -3822700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3822739.000000 Penalty: 5041.307617
	Iteration 50Q: 3 clusters Score -3822739 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3822749.000000 Penalty: 5041.307617
	Iteration 51Q: 3 clusters Score -3822749 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3822776.750000 Penalty: 5041.307617
	Iteration 52Q: 3 clusters Score -3822777 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3822817.000000 Penalty: 5041.307617
	Iteration 53Q: 3 clusters Score -3822817 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3822845.500000 Penalty: 5041.307617
	Iteration 54Q: 3 clusters Score -3822846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3822870.000000 Penalty: 5041.307617
	Iteration 55Q: 3 clusters Score -3822870 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3822873.500000 Penalty: 5041.307617
	Iteration 56Q: 3 clusters Score -3822874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3822892.000000 Penalty: 5041.307617
	Iteration 57Q: 3 clusters Score -3822892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3822900.250000 Penalty: 5041.307617
	Iteration 58Q: 3 clusters Score -3822900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3822908.250000 Penalty: 5041.307617
	Iteration 59Q: 3 clusters Score -3822908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3822918.750000 Penalty: 5041.307617
	Iteration 60F: 3 clusters Score -3822919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3822923.000000 Penalty: 5041.307617
	Iteration 61Q: 3 clusters Score -3822923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3822921.000000 Penalty: 5041.307617
	Iteration 62Q: 3 clusters Score -3822921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3822915.500000 Penalty: 5041.307617
	Iteration 63Q: 3 clusters Score -3822916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3822933.750000 Penalty: 5041.307617
	Iteration 64Q: 3 clusters Score -3822934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3822940.250000 Penalty: 5041.307617
	Iteration 65Q: 3 clusters Score -3822940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3822933.000000 Penalty: 5041.307617
	Iteration 66Q: 3 clusters Score -3822933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3822936.500000 Penalty: 5041.307617
	Iteration 67Q: 3 clusters Score -3822936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3822941.000000 Penalty: 5041.307617
	Iteration 68Q: 3 clusters Score -3822941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3822944.500000 Penalty: 5041.307617
	Iteration 69Q: 3 clusters Score -3822944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3822939.750000 Penalty: 5041.307617
	Iteration 70Q: 3 clusters Score -3822940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3822941.500000 Penalty: 5041.307617
	Iteration 71Q: 3 clusters Score -3822942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3822945.250000 Penalty: 5041.307617
	Iteration 72Q: 3 clusters Score -3822945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3822945.500000 Penalty: 5041.307617
	Iteration 73Q: 3 clusters Score -3822946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3822948.000000 Penalty: 5041.307617
	Iteration 74Q: 3 clusters Score -3822948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3822949.000000 Penalty: 5041.307617
	Iteration 75Q: 3 clusters Score -3822949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3822951.750000 Penalty: 5041.307617
	Iteration 76Q: 3 clusters Score -3822952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3822949.500000 Penalty: 5041.307617
	Iteration 77Q: 3 clusters Score -3822950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3822940.000000 Penalty: 5041.307617
	Iteration 78Q: 3 clusters Score -3822940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3822944.000000 Penalty: 5041.307617
	Iteration 79Q: 3 clusters Score -3822944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3822942.250000 Penalty: 5041.307617
	Iteration 80F: 3 clusters Score -3822942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3822937.750000 Penalty: 5041.307617
	Iteration 81Q: 3 clusters Score -3822938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3822937.250000 Penalty: 5041.307617
	Iteration 82Q: 3 clusters Score -3822937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3822932.750000 Penalty: 5041.307617
	Iteration 83Q: 3 clusters Score -3822933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3822932.750000 Penalty: 5041.307617
	Iteration 84F: 3 clusters Score -3822933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -332280.843750 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -332280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329569.093750 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -329569.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -330075.000000 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -330075 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -330202.437500 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -330202.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -330272.093750 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -330272.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -330321.875000 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -330321.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330359.625000 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -330359.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330386.343750 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -330386.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330412.625000 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -330412.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330432.281250 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -330432.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330443.343750 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -330443.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330450.250000 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -330450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330459.687500 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -330459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330472.593750 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -330472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330485.218750 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -330485.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330497.312500 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -330497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330504.875000 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -330504.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330511.562500 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -330511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330519.875000 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -330519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -330524.687500 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -330524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330527.687500 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -330527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330528.187500 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -330528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330529.437500 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -330529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330531.031250 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -330531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -330531.687500 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -330531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -330532.625000 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -330532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330533.937500 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -330533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330534.562500 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -330534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330536.750000 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -330536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330537.750000 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -330537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -330540.125000 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -330540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -330544.937500 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -330544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -330547.093750 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -330547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330547.718750 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -330547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330550.375000 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -330550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330551.312500 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -330551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -330551.906250 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -330551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330554.906250 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -330554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330558.156250 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -330558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -330562.593750 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -330562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330564.937500 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -330564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330569.250000 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -330569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330573.218750 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -330573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330575.625000 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -330575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330578.093750 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -330578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330579.687500 Penalty: 3817.771973
	Iteration 44Q: 3 clusters Score -330579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330580.500000 Penalty: 3817.771973
	Iteration 45Q: 3 clusters Score -330580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330580.093750 Penalty: 3817.771973
	Iteration 46Q: 3 clusters Score -330580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330580.937500 Penalty: 3817.771973
	Iteration 47Q: 3 clusters Score -330580.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330580.937500 Penalty: 3817.771973
	Iteration 48F: 3 clusters Score -330580.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -1097212.375000 Penalty: 2204.719482
	Iteration 0F: 2 clusters Score -1097212 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 3633 members 
Entering Unmasked Estep 
Score: -1091358.875000 Penalty: 4409.438965
	Iteration 0F: 3 clusters Score -1091359 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1093052.375000 Penalty: 4409.438965
	Iteration 1F: 3 clusters Score -1093052 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1093448.125000 Penalty: 4409.438965
	Iteration 2F: 3 clusters Score -1093448 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1093743.750000 Penalty: 4409.438965
	Iteration 3F: 3 clusters Score -1093744 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1093966.375000 Penalty: 4409.438965
	Iteration 4Q: 3 clusters Score -1093966 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1094161.625000 Penalty: 4409.438965
	Iteration 5Q: 3 clusters Score -1094162 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1094318.125000 Penalty: 4409.438965
	Iteration 6Q: 3 clusters Score -1094318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1094437.125000 Penalty: 4409.438965
	Iteration 7Q: 3 clusters Score -1094437 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1094530.875000 Penalty: 4409.438965
	Iteration 8Q: 3 clusters Score -1094531 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1094593.875000 Penalty: 4409.438965
	Iteration 9Q: 3 clusters Score -1094594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1094644.375000 Penalty: 4409.438965
	Iteration 10Q: 3 clusters Score -1094644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1094686.250000 Penalty: 4409.438965
	Iteration 11Q: 3 clusters Score -1094686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1094720.500000 Penalty: 4409.438965
	Iteration 12Q: 3 clusters Score -1094720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1094739.375000 Penalty: 4409.438965
	Iteration 13Q: 3 clusters Score -1094739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1094756.125000 Penalty: 4409.438965
	Iteration 14Q: 3 clusters Score -1094756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1094775.000000 Penalty: 4409.438965
	Iteration 15Q: 3 clusters Score -1094775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1094788.125000 Penalty: 4409.438965
	Iteration 16Q: 3 clusters Score -1094788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1094801.750000 Penalty: 4409.438965
	Iteration 17Q: 3 clusters Score -1094802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1094811.125000 Penalty: 4409.438965
	Iteration 18Q: 3 clusters Score -1094811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1094822.375000 Penalty: 4409.438965
	Iteration 19Q: 3 clusters Score -1094822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1094832.125000 Penalty: 4409.438965
	Iteration 20F: 3 clusters Score -1094832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1094838.750000 Penalty: 4409.438965
	Iteration 21Q: 3 clusters Score -1094839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1094849.250000 Penalty: 4409.438965
	Iteration 22Q: 3 clusters Score -1094849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1094852.125000 Penalty: 4409.438965
	Iteration 23Q: 3 clusters Score -1094852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1094859.750000 Penalty: 4409.438965
	Iteration 24Q: 3 clusters Score -1094860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1094866.750000 Penalty: 4409.438965
	Iteration 25Q: 3 clusters Score -1094867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1094873.375000 Penalty: 4409.438965
	Iteration 26Q: 3 clusters Score -1094873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1094881.375000 Penalty: 4409.438965
	Iteration 27Q: 3 clusters Score -1094881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1094884.500000 Penalty: 4409.438965
	Iteration 28Q: 3 clusters Score -1094884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1094889.625000 Penalty: 4409.438965
	Iteration 29Q: 3 clusters Score -1094890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1094896.500000 Penalty: 4409.438965
	Iteration 30Q: 3 clusters Score -1094896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1094902.250000 Penalty: 4409.438965
	Iteration 31Q: 3 clusters Score -1094902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1094904.750000 Penalty: 4409.438965
	Iteration 32Q: 3 clusters Score -1094905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1094904.375000 Penalty: 4409.438965
	Iteration 33Q: 3 clusters Score -1094904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1094905.500000 Penalty: 4409.438965
	Iteration 34Q: 3 clusters Score -1094906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1094908.625000 Penalty: 4409.438965
	Iteration 35Q: 3 clusters Score -1094909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1094915.250000 Penalty: 4409.438965
	Iteration 36Q: 3 clusters Score -1094915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1094914.000000 Penalty: 4409.438965
	Iteration 37Q: 3 clusters Score -1094914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1094919.250000 Penalty: 4409.438965
	Iteration 38Q: 3 clusters Score -1094919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1094920.125000 Penalty: 4409.438965
	Iteration 39Q: 3 clusters Score -1094920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1094924.625000 Penalty: 4409.438965
	Iteration 40F: 3 clusters Score -1094925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1094927.875000 Penalty: 4409.438965
	Iteration 41Q: 3 clusters Score -1094928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1094932.375000 Penalty: 4409.438965
	Iteration 42Q: 3 clusters Score -1094932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1094937.750000 Penalty: 4409.438965
	Iteration 43Q: 3 clusters Score -1094938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1094941.750000 Penalty: 4409.438965
	Iteration 44Q: 3 clusters Score -1094942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1094944.500000 Penalty: 4409.438965
	Iteration 45Q: 3 clusters Score -1094944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1094943.750000 Penalty: 4409.438965
	Iteration 46Q: 3 clusters Score -1094944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1094944.125000 Penalty: 4409.438965
	Iteration 47Q: 3 clusters Score -1094944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1094947.750000 Penalty: 4409.438965
	Iteration 48Q: 3 clusters Score -1094948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1094946.375000 Penalty: 4409.438965
	Iteration 49Q: 3 clusters Score -1094946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1094952.000000 Penalty: 4409.438965
	Iteration 50Q: 3 clusters Score -1094952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1094954.000000 Penalty: 4409.438965
	Iteration 51Q: 3 clusters Score -1094954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1094954.750000 Penalty: 4409.438965
	Iteration 52Q: 3 clusters Score -1094955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1094957.625000 Penalty: 4409.438965
	Iteration 53Q: 3 clusters Score -1094958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1094957.000000 Penalty: 4409.438965
	Iteration 54Q: 3 clusters Score -1094957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1094960.750000 Penalty: 4409.438965
	Iteration 55Q: 3 clusters Score -1094961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1094966.000000 Penalty: 4409.438965
	Iteration 56Q: 3 clusters Score -1094966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1094967.250000 Penalty: 4409.438965
	Iteration 57Q: 3 clusters Score -1094967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1094973.250000 Penalty: 4409.438965
	Iteration 58Q: 3 clusters Score -1094973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1094974.750000 Penalty: 4409.438965
	Iteration 59Q: 3 clusters Score -1094975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1094980.625000 Penalty: 4409.438965
	Iteration 60F: 3 clusters Score -1094981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1094981.625000 Penalty: 4409.438965
	Iteration 61Q: 3 clusters Score -1094982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1094983.750000 Penalty: 4409.438965
	Iteration 62Q: 3 clusters Score -1094984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1094984.625000 Penalty: 4409.438965
	Iteration 63Q: 3 clusters Score -1094985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1094989.500000 Penalty: 4409.438965
	Iteration 64Q: 3 clusters Score -1094990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1094990.375000 Penalty: 4409.438965
	Iteration 65Q: 3 clusters Score -1094990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1094990.375000 Penalty: 4409.438965
	Iteration 66Q: 3 clusters Score -1094990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1094994.250000 Penalty: 4409.438965
	Iteration 67Q: 3 clusters Score -1094994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1094995.750000 Penalty: 4409.438965
	Iteration 68Q: 3 clusters Score -1094996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1094999.250000 Penalty: 4409.438965
	Iteration 69Q: 3 clusters Score -1094999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1095005.375000 Penalty: 4409.438965
	Iteration 70Q: 3 clusters Score -1095005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1095009.625000 Penalty: 4409.438965
	Iteration 71Q: 3 clusters Score -1095010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1095015.500000 Penalty: 4409.438965
	Iteration 72Q: 3 clusters Score -1095016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1095016.500000 Penalty: 4409.438965
	Iteration 73Q: 3 clusters Score -1095016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1095018.625000 Penalty: 4409.438965
	Iteration 74Q: 3 clusters Score -1095019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1095025.125000 Penalty: 4409.438965
	Iteration 75Q: 3 clusters Score -1095025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1095028.375000 Penalty: 4409.438965
	Iteration 76Q: 3 clusters Score -1095028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1095031.000000 Penalty: 4409.438965
	Iteration 77Q: 3 clusters Score -1095031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1095030.250000 Penalty: 4409.438965
	Iteration 78Q: 3 clusters Score -1095030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1095031.750000 Penalty: 4409.438965
	Iteration 79Q: 3 clusters Score -1095032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1095034.125000 Penalty: 4409.438965
	Iteration 80F: 3 clusters Score -1095034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1095033.875000 Penalty: 4409.438965
	Iteration 81Q: 3 clusters Score -1095034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1095039.125000 Penalty: 4409.438965
	Iteration 82Q: 3 clusters Score -1095039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1095040.375000 Penalty: 4409.438965
	Iteration 83Q: 3 clusters Score -1095040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1095045.750000 Penalty: 4409.438965
	Iteration 84Q: 3 clusters Score -1095046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1095047.500000 Penalty: 4409.438965
	Iteration 85Q: 3 clusters Score -1095048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1095050.375000 Penalty: 4409.438965
	Iteration 86Q: 3 clusters Score -1095050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1095053.875000 Penalty: 4409.438965
	Iteration 87Q: 3 clusters Score -1095054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1095056.500000 Penalty: 4409.438965
	Iteration 88Q: 3 clusters Score -1095056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1095058.125000 Penalty: 4409.438965
	Iteration 89Q: 3 clusters Score -1095058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1095062.500000 Penalty: 4409.438965
	Iteration 90Q: 3 clusters Score -1095062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1095060.000000 Penalty: 4409.438965
	Iteration 91Q: 3 clusters Score -1095060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1095061.375000 Penalty: 4409.438965
	Iteration 92Q: 3 clusters Score -1095061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1095065.375000 Penalty: 4409.438965
	Iteration 93Q: 3 clusters Score -1095065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1095067.125000 Penalty: 4409.438965
	Iteration 94Q: 3 clusters Score -1095067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1095071.375000 Penalty: 4409.438965
	Iteration 95Q: 3 clusters Score -1095071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1095076.375000 Penalty: 4409.438965
	Iteration 96Q: 3 clusters Score -1095076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1095079.750000 Penalty: 4409.438965
	Iteration 97Q: 3 clusters Score -1095080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1095086.375000 Penalty: 4409.438965
	Iteration 98Q: 3 clusters Score -1095086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1095091.375000 Penalty: 4409.438965
	Iteration 99Q: 3 clusters Score -1095091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1095095.250000 Penalty: 4409.438965
	Iteration 100F: 3 clusters Score -1095095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1095104.125000 Penalty: 4409.438965
	Iteration 101Q: 3 clusters Score -1095104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1095113.625000 Penalty: 4409.438965
	Iteration 102Q: 3 clusters Score -1095114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1095121.500000 Penalty: 4409.438965
	Iteration 103Q: 3 clusters Score -1095122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1095123.000000 Penalty: 4409.438965
	Iteration 104Q: 3 clusters Score -1095123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1095125.250000 Penalty: 4409.438965
	Iteration 105Q: 3 clusters Score -1095125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1095132.375000 Penalty: 4409.438965
	Iteration 106Q: 3 clusters Score -1095132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1095137.875000 Penalty: 4409.438965
	Iteration 107Q: 3 clusters Score -1095138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1095138.750000 Penalty: 4409.438965
	Iteration 108Q: 3 clusters Score -1095139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1095144.500000 Penalty: 4409.438965
	Iteration 109Q: 3 clusters Score -1095144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1095149.000000 Penalty: 4409.438965
	Iteration 110Q: 3 clusters Score -1095149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1095149.875000 Penalty: 4409.438965
	Iteration 111Q: 3 clusters Score -1095150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1095153.750000 Penalty: 4409.438965
	Iteration 112Q: 3 clusters Score -1095154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1095157.250000 Penalty: 4409.438965
	Iteration 113Q: 3 clusters Score -1095157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1095162.875000 Penalty: 4409.438965
	Iteration 114Q: 3 clusters Score -1095163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1095166.125000 Penalty: 4409.438965
	Iteration 115Q: 3 clusters Score -1095166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1095166.875000 Penalty: 4409.438965
	Iteration 116Q: 3 clusters Score -1095167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1095169.625000 Penalty: 4409.438965
	Iteration 117Q: 3 clusters Score -1095170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1095174.875000 Penalty: 4409.438965
	Iteration 118Q: 3 clusters Score -1095175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1095180.125000 Penalty: 4409.438965
	Iteration 119Q: 3 clusters Score -1095180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1095183.625000 Penalty: 4409.438965
	Iteration 120F: 3 clusters Score -1095184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1095192.750000 Penalty: 4409.438965
	Iteration 121Q: 3 clusters Score -1095193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1095198.500000 Penalty: 4409.438965
	Iteration 122Q: 3 clusters Score -1095198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1095209.250000 Penalty: 4409.438965
	Iteration 123Q: 3 clusters Score -1095209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1095216.500000 Penalty: 4409.438965
	Iteration 124Q: 3 clusters Score -1095216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1095222.500000 Penalty: 4409.438965
	Iteration 125Q: 3 clusters Score -1095222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1095224.125000 Penalty: 4409.438965
	Iteration 126Q: 3 clusters Score -1095224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1095227.750000 Penalty: 4409.438965
	Iteration 127Q: 3 clusters Score -1095228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1095228.250000 Penalty: 4409.438965
	Iteration 128Q: 3 clusters Score -1095228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1095231.125000 Penalty: 4409.438965
	Iteration 129Q: 3 clusters Score -1095231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1095231.250000 Penalty: 4409.438965
	Iteration 130Q: 3 clusters Score -1095231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1095233.000000 Penalty: 4409.438965
	Iteration 131Q: 3 clusters Score -1095233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1095234.375000 Penalty: 4409.438965
	Iteration 132Q: 3 clusters Score -1095234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1095234.375000 Penalty: 4409.438965
	Iteration 133F: 3 clusters Score -1095234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (85971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Entering Unmasked Estep 
Score: -13551741.000000 Penalty: 2817.717773
	Iteration 0F: 2 clusters Score -1.355174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -13498246.000000 Penalty: 5635.435547
	Iteration 0F: 3 clusters Score -1.349825e+07 nChanged 40480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -13521134.000000 Penalty: 5635.435547
	Iteration 1F: 3 clusters Score -1.352113e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -13521974.000000 Penalty: 5635.435547
	Iteration 2Q: 3 clusters Score -1.352197e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -13522746.000000 Penalty: 5635.435547
	Iteration 3Q: 3 clusters Score -1.352275e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -13523614.000000 Penalty: 5635.435547
	Iteration 4Q: 3 clusters Score -1.352361e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -13524753.000000 Penalty: 5635.435547
	Iteration 5Q: 3 clusters Score -1.352475e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -13526219.000000 Penalty: 5635.435547
	Iteration 6Q: 3 clusters Score -1.352622e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -13528179.000000 Penalty: 5635.435547
	Iteration 7Q: 3 clusters Score -1.352818e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -13531055.000000 Penalty: 5635.435547
	Iteration 8F: 3 clusters Score -1.353106e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -13535047.000000 Penalty: 5635.435547
	Iteration 9F: 3 clusters Score -1.353505e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -13539148.000000 Penalty: 5635.435547
	Iteration 10F: 3 clusters Score -1.353915e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -13542931.000000 Penalty: 5635.435547
	Iteration 11F: 3 clusters Score -1.354293e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -13545493.000000 Penalty: 5635.435547
	Iteration 12Q: 3 clusters Score -1.354549e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -13547305.000000 Penalty: 5635.435547
	Iteration 13Q: 3 clusters Score -1.35473e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -13548317.000000 Penalty: 5635.435547
	Iteration 14Q: 3 clusters Score -1.354832e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13548827.000000 Penalty: 5635.435547
	Iteration 15Q: 3 clusters Score -1.354883e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13549118.000000 Penalty: 5635.435547
	Iteration 16Q: 3 clusters Score -1.354912e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13549253.000000 Penalty: 5635.435547
	Iteration 17Q: 3 clusters Score -1.354925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13549359.000000 Penalty: 5635.435547
	Iteration 18Q: 3 clusters Score -1.354936e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13549395.000000 Penalty: 5635.435547
	Iteration 19Q: 3 clusters Score -1.35494e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13549428.000000 Penalty: 5635.435547
	Iteration 20F: 3 clusters Score -1.354943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13549450.000000 Penalty: 5635.435547
	Iteration 21Q: 3 clusters Score -1.354945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13549465.000000 Penalty: 5635.435547
	Iteration 22Q: 3 clusters Score -1.354946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13549478.000000 Penalty: 5635.435547
	Iteration 23Q: 3 clusters Score -1.354948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -13549493.000000 Penalty: 5635.435547
	Iteration 24Q: 3 clusters Score -1.354949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13549488.000000 Penalty: 5635.435547
	Iteration 25Q: 3 clusters Score -1.354949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13549495.000000 Penalty: 5635.435547
	Iteration 26Q: 3 clusters Score -1.35495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13549512.000000 Penalty: 5635.435547
	Iteration 27Q: 3 clusters Score -1.354951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13549512.000000 Penalty: 5635.435547
	Iteration 28Q: 3 clusters Score -1.354951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13549520.000000 Penalty: 5635.435547
	Iteration 29Q: 3 clusters Score -1.354952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -13549517.000000 Penalty: 5635.435547
	Iteration 30Q: 3 clusters Score -1.354952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13549514.000000 Penalty: 5635.435547
	Iteration 31Q: 3 clusters Score -1.354951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13549524.000000 Penalty: 5635.435547
	Iteration 32Q: 3 clusters Score -1.354952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13549523.000000 Penalty: 5635.435547
	Iteration 33Q: 3 clusters Score -1.354952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13549527.000000 Penalty: 5635.435547
	Iteration 34Q: 3 clusters Score -1.354953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13549532.000000 Penalty: 5635.435547
	Iteration 35Q: 3 clusters Score -1.354953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13549530.000000 Penalty: 5635.435547
	Iteration 36Q: 3 clusters Score -1.354953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13549530.000000 Penalty: 5635.435547
	Iteration 37F: 3 clusters Score -1.354953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -2255416.500000 Penalty: 2373.888672
	Iteration 0F: 2 clusters Score -2255416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2245000.500000 Penalty: 4747.777344
	Iteration 0F: 3 clusters Score -2245000 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2248473.000000 Penalty: 4747.777344
	Iteration 1F: 3 clusters Score -2248473 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2249160.500000 Penalty: 4747.777344
	Iteration 2F: 3 clusters Score -2249160 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2250029.250000 Penalty: 4747.777344
	Iteration 3F: 3 clusters Score -2250029 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2251058.500000 Penalty: 4747.777344
	Iteration 4F: 3 clusters Score -2251058 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2251957.750000 Penalty: 4747.777344
	Iteration 5F: 3 clusters Score -2251958 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2252521.000000 Penalty: 4747.777344
	Iteration 6F: 3 clusters Score -2252521 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2252806.500000 Penalty: 4747.777344
	Iteration 7Q: 3 clusters Score -2252806 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2252958.500000 Penalty: 4747.777344
	Iteration 8Q: 3 clusters Score -2252958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2253044.750000 Penalty: 4747.777344
	Iteration 9Q: 3 clusters Score -2253045 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2253116.500000 Penalty: 4747.777344
	Iteration 10Q: 3 clusters Score -2253116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2253171.250000 Penalty: 4747.777344
	Iteration 11Q: 3 clusters Score -2253171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2253211.000000 Penalty: 4747.777344
	Iteration 12Q: 3 clusters Score -2253211 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2253250.750000 Penalty: 4747.777344
	Iteration 13Q: 3 clusters Score -2253251 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2253275.000000 Penalty: 4747.777344
	Iteration 14Q: 3 clusters Score -2253275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2253296.250000 Penalty: 4747.777344
	Iteration 15Q: 3 clusters Score -2253296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2253318.250000 Penalty: 4747.777344
	Iteration 16Q: 3 clusters Score -2253318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2253329.250000 Penalty: 4747.777344
	Iteration 17Q: 3 clusters Score -2253329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2253337.750000 Penalty: 4747.777344
	Iteration 18Q: 3 clusters Score -2253338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2253343.500000 Penalty: 4747.777344
	Iteration 19Q: 3 clusters Score -2253344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2253355.750000 Penalty: 4747.777344
	Iteration 20F: 3 clusters Score -2253356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2253363.000000 Penalty: 4747.777344
	Iteration 21Q: 3 clusters Score -2253363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2253365.500000 Penalty: 4747.777344
	Iteration 22Q: 3 clusters Score -2253366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2253370.750000 Penalty: 4747.777344
	Iteration 23Q: 3 clusters Score -2253371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2253379.000000 Penalty: 4747.777344
	Iteration 24Q: 3 clusters Score -2253379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2253386.750000 Penalty: 4747.777344
	Iteration 25Q: 3 clusters Score -2253387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2253388.500000 Penalty: 4747.777344
	Iteration 26Q: 3 clusters Score -2253388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2253389.250000 Penalty: 4747.777344
	Iteration 27Q: 3 clusters Score -2253389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2253393.250000 Penalty: 4747.777344
	Iteration 28Q: 3 clusters Score -2253393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2253399.000000 Penalty: 4747.777344
	Iteration 29Q: 3 clusters Score -2253399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2253400.000000 Penalty: 4747.777344
	Iteration 30Q: 3 clusters Score -2253400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2253405.500000 Penalty: 4747.777344
	Iteration 31Q: 3 clusters Score -2253406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2253410.250000 Penalty: 4747.777344
	Iteration 32Q: 3 clusters Score -2253410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2253411.500000 Penalty: 4747.777344
	Iteration 33Q: 3 clusters Score -2253412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2253418.500000 Penalty: 4747.777344
	Iteration 34Q: 3 clusters Score -2253418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2253420.000000 Penalty: 4747.777344
	Iteration 35Q: 3 clusters Score -2253420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2253417.250000 Penalty: 4747.777344
	Iteration 36Q: 3 clusters Score -2253417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2253423.250000 Penalty: 4747.777344
	Iteration 37Q: 3 clusters Score -2253423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2253425.000000 Penalty: 4747.777344
	Iteration 38Q: 3 clusters Score -2253425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2253422.250000 Penalty: 4747.777344
	Iteration 39Q: 3 clusters Score -2253422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2253428.500000 Penalty: 4747.777344
	Iteration 40F: 3 clusters Score -2253428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2253432.500000 Penalty: 4747.777344
	Iteration 41Q: 3 clusters Score -2253432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2253427.000000 Penalty: 4747.777344
	Iteration 42Q: 3 clusters Score -2253427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2253429.750000 Penalty: 4747.777344
	Iteration 43Q: 3 clusters Score -2253430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2253430.750000 Penalty: 4747.777344
	Iteration 44Q: 3 clusters Score -2253431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2253430.250000 Penalty: 4747.777344
	Iteration 45Q: 3 clusters Score -2253430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2253431.500000 Penalty: 4747.777344
	Iteration 46Q: 3 clusters Score -2253432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2253429.750000 Penalty: 4747.777344
	Iteration 47Q: 3 clusters Score -2253430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2253430.750000 Penalty: 4747.777344
	Iteration 48Q: 3 clusters Score -2253431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2253426.250000 Penalty: 4747.777344
	Iteration 49Q: 3 clusters Score -2253426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2253426.250000 Penalty: 4747.777344
	Iteration 50F: 3 clusters Score -2253426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -1079978.625000 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -1079979 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 3616 members 
Entering Unmasked Estep 
Score: -1074144.750000 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -1074145 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1075753.375000 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -1075753 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1076137.125000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -1076137 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1076447.125000 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -1076447 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1076749.500000 Penalty: 4411.824707
	Iteration 4F: 3 clusters Score -1076750 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1077036.500000 Penalty: 4411.824707
	Iteration 5F: 3 clusters Score -1077036 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1077301.750000 Penalty: 4411.824707
	Iteration 6F: 3 clusters Score -1077302 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1077483.000000 Penalty: 4411.824707
	Iteration 7Q: 3 clusters Score -1077483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1077593.125000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -1077593 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1077675.125000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -1077675 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1077744.250000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -1077744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1077800.500000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -1077800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1077852.750000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -1077853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1077886.250000 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -1077886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1077905.625000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -1077906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1077926.500000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -1077926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1077943.500000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -1077944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1077955.000000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -1077955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1077967.375000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -1077967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1077979.250000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -1077979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1077990.750000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -1077991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1078005.125000 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -1078005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1078015.000000 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -1078015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1078023.875000 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -1078024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1078030.750000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -1078031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1078035.625000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -1078036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1078040.625000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -1078041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1078043.500000 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -1078044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1078050.375000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -1078050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1078054.625000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -1078055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1078059.250000 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -1078059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1078063.250000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -1078063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1078065.500000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -1078066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1078068.875000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -1078069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1078072.375000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -1078072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1078075.375000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -1078075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1078078.125000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -1078078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1078078.875000 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -1078079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1078081.875000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -1078082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1078083.125000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -1078083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1078086.250000 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -1078086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1078085.000000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -1078085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1078085.625000 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -1078086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1078086.000000 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -1078086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1078087.125000 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -1078087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1078087.375000 Penalty: 4411.824707
	Iteration 45Q: 3 clusters Score -1078087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1078087.375000 Penalty: 4411.824707
	Iteration 46F: 3 clusters Score -1078087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Entering Unmasked Estep 
Score: -5204741.000000 Penalty: 2583.111572
	Iteration 0F: 2 clusters Score -5204741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5181831.000000 Penalty: 5166.223145
	Iteration 0F: 3 clusters Score -5181831 nChanged 15306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5190307.000000 Penalty: 5166.223145
	Iteration 1F: 3 clusters Score -5190307 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -5190895.500000 Penalty: 5166.223145
	Iteration 2F: 3 clusters Score -5190896 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5191515.000000 Penalty: 5166.223145
	Iteration 3Q: 3 clusters Score -5191515 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -5192219.000000 Penalty: 5166.223145
	Iteration 4Q: 3 clusters Score -5192219 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5193267.500000 Penalty: 5166.223145
	Iteration 5F: 3 clusters Score -5193268 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5194620.000000 Penalty: 5166.223145
	Iteration 6F: 3 clusters Score -5194620 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5196080.500000 Penalty: 5166.223145
	Iteration 7F: 3 clusters Score -5196080 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5197364.500000 Penalty: 5166.223145
	Iteration 8F: 3 clusters Score -5197364 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5198245.000000 Penalty: 5166.223145
	Iteration 9F: 3 clusters Score -5198245 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5198918.500000 Penalty: 5166.223145
	Iteration 10Q: 3 clusters Score -5198918 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5199512.500000 Penalty: 5166.223145
	Iteration 11Q: 3 clusters Score -5199512 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5199931.000000 Penalty: 5166.223145
	Iteration 12Q: 3 clusters Score -5199931 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5200343.000000 Penalty: 5166.223145
	Iteration 13Q: 3 clusters Score -5200343 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -5200731.000000 Penalty: 5166.223145
	Iteration 14Q: 3 clusters Score -5200731 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5201126.000000 Penalty: 5166.223145
	Iteration 15Q: 3 clusters Score -5201126 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5201473.000000 Penalty: 5166.223145
	Iteration 16Q: 3 clusters Score -5201473 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5201775.500000 Penalty: 5166.223145
	Iteration 17Q: 3 clusters Score -5201776 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5202023.500000 Penalty: 5166.223145
	Iteration 18Q: 3 clusters Score -5202024 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5202212.500000 Penalty: 5166.223145
	Iteration 19Q: 3 clusters Score -5202212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -5202343.000000 Penalty: 5166.223145
	Iteration 20F: 3 clusters Score -5202343 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -5202435.500000 Penalty: 5166.223145
	Iteration 21Q: 3 clusters Score -5202436 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -5202521.500000 Penalty: 5166.223145
	Iteration 22Q: 3 clusters Score -5202522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5202567.500000 Penalty: 5166.223145
	Iteration 23Q: 3 clusters Score -5202568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5202595.500000 Penalty: 5166.223145
	Iteration 24Q: 3 clusters Score -5202596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -5202628.500000 Penalty: 5166.223145
	Iteration 25Q: 3 clusters Score -5202628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5202665.000000 Penalty: 5166.223145
	Iteration 26Q: 3 clusters Score -5202665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -5202672.500000 Penalty: 5166.223145
	Iteration 27Q: 3 clusters Score -5202672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -5202701.000000 Penalty: 5166.223145
	Iteration 28Q: 3 clusters Score -5202701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5202724.000000 Penalty: 5166.223145
	Iteration 29Q: 3 clusters Score -5202724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5202727.500000 Penalty: 5166.223145
	Iteration 30Q: 3 clusters Score -5202728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -5202733.500000 Penalty: 5166.223145
	Iteration 31Q: 3 clusters Score -5202734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -5202744.500000 Penalty: 5166.223145
	Iteration 32Q: 3 clusters Score -5202744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5202754.500000 Penalty: 5166.223145
	Iteration 33Q: 3 clusters Score -5202754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -5202758.000000 Penalty: 5166.223145
	Iteration 34Q: 3 clusters Score -5202758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -5202763.500000 Penalty: 5166.223145
	Iteration 35Q: 3 clusters Score -5202764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5202772.000000 Penalty: 5166.223145
	Iteration 36Q: 3 clusters Score -5202772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5202771.500000 Penalty: 5166.223145
	Iteration 37Q: 3 clusters Score -5202772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5202782.500000 Penalty: 5166.223145
	Iteration 38Q: 3 clusters Score -5202782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -5202785.000000 Penalty: 5166.223145
	Iteration 39Q: 3 clusters Score -5202785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -5202786.000000 Penalty: 5166.223145
	Iteration 40F: 3 clusters Score -5202786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5202783.500000 Penalty: 5166.223145
	Iteration 41Q: 3 clusters Score -5202784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -5202780.500000 Penalty: 5166.223145
	Iteration 42Q: 3 clusters Score -5202780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5202774.500000 Penalty: 5166.223145
	Iteration 43Q: 3 clusters Score -5202774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5202781.500000 Penalty: 5166.223145
	Iteration 44Q: 3 clusters Score -5202782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5202778.000000 Penalty: 5166.223145
	Iteration 45Q: 3 clusters Score -5202778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5202787.500000 Penalty: 5166.223145
	Iteration 46Q: 3 clusters Score -5202788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -5202787.000000 Penalty: 5166.223145
	Iteration 47Q: 3 clusters Score -5202787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5202790.500000 Penalty: 5166.223145
	Iteration 48Q: 3 clusters Score -5202790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -5202792.500000 Penalty: 5166.223145
	Iteration 49Q: 3 clusters Score -5202792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -5202794.000000 Penalty: 5166.223145
	Iteration 50Q: 3 clusters Score -5202794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5202797.000000 Penalty: 5166.223145
	Iteration 51Q: 3 clusters Score -5202797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5202798.500000 Penalty: 5166.223145
	Iteration 52Q: 3 clusters Score -5202798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -5202805.500000 Penalty: 5166.223145
	Iteration 53Q: 3 clusters Score -5202806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5202804.500000 Penalty: 5166.223145
	Iteration 54Q: 3 clusters Score -5202804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5202804.500000 Penalty: 5166.223145
	Iteration 55F: 3 clusters Score -5202804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -168672.453125 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -168672.5 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 577 members 
Entering Unmasked Estep 
Score: -166668.062500 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -166668.1 nChanged 310
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: -166992.390625 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -166992.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167081.640625 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -167081.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167125.703125 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -167125.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167148.328125 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -167148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -167162.125000 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -167162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167170.484375 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -167170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167173.437500 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -167173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167175.984375 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -167176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -167176.781250 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -167176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167182.093750 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -167182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -167185.781250 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -167185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167190.875000 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -167190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -167196.234375 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -167196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167198.281250 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -167198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167199.078125 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -167199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -167199.078125 Penalty: 3486.866699
	Iteration 16F: 3 clusters Score -167199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (52499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Entering Unmasked Estep 
Score: -8178416.500000 Penalty: 2695.400146
	Iteration 0F: 2 clusters Score -8178416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -8142884.000000 Penalty: 5390.800293
	Iteration 0F: 3 clusters Score -8142884 nChanged 24433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -8156499.000000 Penalty: 5390.800293
	Iteration 1F: 3 clusters Score -8156499 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -8157117.000000 Penalty: 5390.800293
	Iteration 2Q: 3 clusters Score -8157117 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -8157714.500000 Penalty: 5390.800293
	Iteration 3Q: 3 clusters Score -8157714 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8158249.500000 Penalty: 5390.800293
	Iteration 4Q: 3 clusters Score -8158250 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -8158817.500000 Penalty: 5390.800293
	Iteration 5Q: 3 clusters Score -8158818 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8159363.500000 Penalty: 5390.800293
	Iteration 6Q: 3 clusters Score -8159364 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -8159961.500000 Penalty: 5390.800293
	Iteration 7Q: 3 clusters Score -8159962 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8160666.500000 Penalty: 5390.800293
	Iteration 8Q: 3 clusters Score -8160666 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -8161443.500000 Penalty: 5390.800293
	Iteration 9Q: 3 clusters Score -8161444 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -8162234.000000 Penalty: 5390.800293
	Iteration 10Q: 3 clusters Score -8162234 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -8163036.500000 Penalty: 5390.800293
	Iteration 11Q: 3 clusters Score -8163036 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -8163983.500000 Penalty: 5390.800293
	Iteration 12Q: 3 clusters Score -8163984 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -8165158.000000 Penalty: 5390.800293
	Iteration 13Q: 3 clusters Score -8165158 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -8166406.000000 Penalty: 5390.800293
	Iteration 14Q: 3 clusters Score -8166406 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -8167746.000000 Penalty: 5390.800293
	Iteration 15Q: 3 clusters Score -8167746 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8168857.000000 Penalty: 5390.800293
	Iteration 16Q: 3 clusters Score -8168857 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8169813.000000 Penalty: 5390.800293
	Iteration 17Q: 3 clusters Score -8169813 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8170588.000000 Penalty: 5390.800293
	Iteration 18Q: 3 clusters Score -8170588 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8171237.000000 Penalty: 5390.800293
	Iteration 19Q: 3 clusters Score -8171237 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8171797.000000 Penalty: 5390.800293
	Iteration 20F: 3 clusters Score -8171797 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8172237.000000 Penalty: 5390.800293
	Iteration 21Q: 3 clusters Score -8172237 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -8172693.500000 Penalty: 5390.800293
	Iteration 22Q: 3 clusters Score -8172694 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8173153.500000 Penalty: 5390.800293
	Iteration 23Q: 3 clusters Score -8173154 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -8173613.500000 Penalty: 5390.800293
	Iteration 24Q: 3 clusters Score -8173614 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -8173994.000000 Penalty: 5390.800293
	Iteration 25Q: 3 clusters Score -8173994 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -8174330.500000 Penalty: 5390.800293
	Iteration 26Q: 3 clusters Score -8174330 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -8174618.000000 Penalty: 5390.800293
	Iteration 27Q: 3 clusters Score -8174618 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -8174887.000000 Penalty: 5390.800293
	Iteration 28Q: 3 clusters Score -8174887 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -8175125.500000 Penalty: 5390.800293
	Iteration 29Q: 3 clusters Score -8175126 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -8175310.500000 Penalty: 5390.800293
	Iteration 30Q: 3 clusters Score -8175310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -8175447.000000 Penalty: 5390.800293
	Iteration 31Q: 3 clusters Score -8175447 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -8175596.000000 Penalty: 5390.800293
	Iteration 32Q: 3 clusters Score -8175596 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -8175683.000000 Penalty: 5390.800293
	Iteration 33Q: 3 clusters Score -8175683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -8175747.000000 Penalty: 5390.800293
	Iteration 34Q: 3 clusters Score -8175747 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -8175825.000000 Penalty: 5390.800293
	Iteration 35Q: 3 clusters Score -8175825 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -8175879.000000 Penalty: 5390.800293
	Iteration 36Q: 3 clusters Score -8175879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -8175927.000000 Penalty: 5390.800293
	Iteration 37Q: 3 clusters Score -8175927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -8175952.500000 Penalty: 5390.800293
	Iteration 38Q: 3 clusters Score -8175952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -8175981.500000 Penalty: 5390.800293
	Iteration 39Q: 3 clusters Score -8175982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -8175994.500000 Penalty: 5390.800293
	Iteration 40F: 3 clusters Score -8175994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -8176020.500000 Penalty: 5390.800293
	Iteration 41Q: 3 clusters Score -8176020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -8176034.000000 Penalty: 5390.800293
	Iteration 42Q: 3 clusters Score -8176034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -8176047.500000 Penalty: 5390.800293
	Iteration 43Q: 3 clusters Score -8176048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -8176054.000000 Penalty: 5390.800293
	Iteration 44Q: 3 clusters Score -8176054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -8176073.000000 Penalty: 5390.800293
	Iteration 45Q: 3 clusters Score -8176073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -8176079.000000 Penalty: 5390.800293
	Iteration 46Q: 3 clusters Score -8176079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -8176099.500000 Penalty: 5390.800293
	Iteration 47Q: 3 clusters Score -8176100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -8176116.000000 Penalty: 5390.800293
	Iteration 48Q: 3 clusters Score -8176116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -8176121.500000 Penalty: 5390.800293
	Iteration 49Q: 3 clusters Score -8176122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -8176124.000000 Penalty: 5390.800293
	Iteration 50Q: 3 clusters Score -8176124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -8176143.000000 Penalty: 5390.800293
	Iteration 51Q: 3 clusters Score -8176143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -8176138.000000 Penalty: 5390.800293
	Iteration 52Q: 3 clusters Score -8176138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -8176150.000000 Penalty: 5390.800293
	Iteration 53Q: 3 clusters Score -8176150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -8176149.500000 Penalty: 5390.800293
	Iteration 54Q: 3 clusters Score -8176150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -8176154.500000 Penalty: 5390.800293
	Iteration 55Q: 3 clusters Score -8176154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8176162.000000 Penalty: 5390.800293
	Iteration 56Q: 3 clusters Score -8176162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -8176169.500000 Penalty: 5390.800293
	Iteration 57Q: 3 clusters Score -8176170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8176161.000000 Penalty: 5390.800293
	Iteration 58Q: 3 clusters Score -8176161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8176161.000000 Penalty: 5390.800293
	Iteration 59F: 3 clusters Score -8176161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -83286.062500 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -83286.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81737.437500 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -81737.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81919.773438 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -81919.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81968.500000 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -81968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81997.226562 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -81997.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82008.351562 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -82008.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82014.726562 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -82014.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82016.460938 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -82016.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82016.460938 Penalty: 3128.816650
	Iteration 7F: 3 clusters Score -82016.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -1256208.750000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -1256209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1249502.875000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -1249503 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1251422.500000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -1251422 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1251751.500000 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -1251752 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1252017.375000 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -1252017 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1252257.250000 Penalty: 4485.086426
	Iteration 4F: 3 clusters Score -1252257 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1252482.125000 Penalty: 4485.086426
	Iteration 5Q: 3 clusters Score -1252482 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1252714.250000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -1252714 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1252904.375000 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -1252904 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1253070.750000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -1253071 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1253222.125000 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -1253222 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1253363.875000 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -1253364 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1253493.625000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -1253494 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1253594.250000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -1253594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1253683.125000 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -1253683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1253755.000000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -1253755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1253817.500000 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -1253818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1253877.250000 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -1253877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1253936.625000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -1253937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1253983.625000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -1253984 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1254025.500000 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -1254026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1254074.250000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -1254074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1254115.000000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -1254115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1254153.875000 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -1254154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1254188.500000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -1254188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1254237.000000 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -1254237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1254305.625000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -1254306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1254370.375000 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -1254370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1254433.375000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -1254433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1254486.125000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -1254486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1254519.125000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -1254519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1254552.625000 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -1254553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1254577.125000 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -1254577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1254587.750000 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -1254588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1254597.500000 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -1254598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1254605.875000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -1254606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1254612.750000 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -1254613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1254618.125000 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -1254618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1254620.125000 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -1254620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1254623.000000 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -1254623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1254625.125000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -1254625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1254628.125000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -1254628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1254630.000000 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -1254630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1254631.750000 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -1254632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1254632.500000 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -1254632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1254634.875000 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -1254635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1254636.250000 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -1254636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1254634.000000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -1254634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1254634.000000 Penalty: 4485.086426
	Iteration 47F: 3 clusters Score -1254634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Entering Unmasked Estep 
Score: -1036926.000000 Penalty: 2191.564941
	Iteration 0F: 2 clusters Score -1036926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1031207.125000 Penalty: 4383.129883
	Iteration 0F: 3 clusters Score -1031207 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1032728.750000 Penalty: 4383.129883
	Iteration 1F: 3 clusters Score -1032729 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1033054.875000 Penalty: 4383.129883
	Iteration 2F: 3 clusters Score -1033055 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1033270.937500 Penalty: 4383.129883
	Iteration 3F: 3 clusters Score -1033271 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1033466.187500 Penalty: 4383.129883
	Iteration 4Q: 3 clusters Score -1033466 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1033653.125000 Penalty: 4383.129883
	Iteration 5Q: 3 clusters Score -1033653 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1033862.750000 Penalty: 4383.129883
	Iteration 6Q: 3 clusters Score -1033863 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1034081.375000 Penalty: 4383.129883
	Iteration 7Q: 3 clusters Score -1034081 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1034259.312500 Penalty: 4383.129883
	Iteration 8Q: 3 clusters Score -1034259 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1034422.000000 Penalty: 4383.129883
	Iteration 9Q: 3 clusters Score -1034422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1034531.500000 Penalty: 4383.129883
	Iteration 10Q: 3 clusters Score -1034532 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1034632.125000 Penalty: 4383.129883
	Iteration 11Q: 3 clusters Score -1034632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1034718.750000 Penalty: 4383.129883
	Iteration 12Q: 3 clusters Score -1034719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1034795.125000 Penalty: 4383.129883
	Iteration 13Q: 3 clusters Score -1034795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1034851.375000 Penalty: 4383.129883
	Iteration 14Q: 3 clusters Score -1034851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1034893.187500 Penalty: 4383.129883
	Iteration 15Q: 3 clusters Score -1034893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1034933.062500 Penalty: 4383.129883
	Iteration 16Q: 3 clusters Score -1034933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1034977.000000 Penalty: 4383.129883
	Iteration 17Q: 3 clusters Score -1034977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1035016.875000 Penalty: 4383.129883
	Iteration 18Q: 3 clusters Score -1035017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1035042.187500 Penalty: 4383.129883
	Iteration 19Q: 3 clusters Score -1035042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1035067.437500 Penalty: 4383.129883
	Iteration 20F: 3 clusters Score -1035067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1035093.687500 Penalty: 4383.129883
	Iteration 21Q: 3 clusters Score -1035094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1035116.125000 Penalty: 4383.129883
	Iteration 22Q: 3 clusters Score -1035116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1035133.250000 Penalty: 4383.129883
	Iteration 23Q: 3 clusters Score -1035133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1035155.937500 Penalty: 4383.129883
	Iteration 24Q: 3 clusters Score -1035156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1035170.875000 Penalty: 4383.129883
	Iteration 25Q: 3 clusters Score -1035171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1035177.437500 Penalty: 4383.129883
	Iteration 26Q: 3 clusters Score -1035177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1035188.500000 Penalty: 4383.129883
	Iteration 27Q: 3 clusters Score -1035188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1035197.625000 Penalty: 4383.129883
	Iteration 28Q: 3 clusters Score -1035198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1035205.000000 Penalty: 4383.129883
	Iteration 29Q: 3 clusters Score -1035205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1035214.250000 Penalty: 4383.129883
	Iteration 30Q: 3 clusters Score -1035214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1035221.187500 Penalty: 4383.129883
	Iteration 31Q: 3 clusters Score -1035221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1035224.750000 Penalty: 4383.129883
	Iteration 32Q: 3 clusters Score -1035225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1035227.625000 Penalty: 4383.129883
	Iteration 33Q: 3 clusters Score -1035228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1035233.875000 Penalty: 4383.129883
	Iteration 34Q: 3 clusters Score -1035234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1035237.437500 Penalty: 4383.129883
	Iteration 35Q: 3 clusters Score -1035237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1035248.812500 Penalty: 4383.129883
	Iteration 36Q: 3 clusters Score -1035249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1035255.250000 Penalty: 4383.129883
	Iteration 37Q: 3 clusters Score -1035255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1035263.687500 Penalty: 4383.129883
	Iteration 38Q: 3 clusters Score -1035264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1035275.187500 Penalty: 4383.129883
	Iteration 39Q: 3 clusters Score -1035275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1035282.687500 Penalty: 4383.129883
	Iteration 40F: 3 clusters Score -1035283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1035288.625000 Penalty: 4383.129883
	Iteration 41Q: 3 clusters Score -1035289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1035294.500000 Penalty: 4383.129883
	Iteration 42Q: 3 clusters Score -1035294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1035298.312500 Penalty: 4383.129883
	Iteration 43Q: 3 clusters Score -1035298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1035304.437500 Penalty: 4383.129883
	Iteration 44Q: 3 clusters Score -1035304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1035308.375000 Penalty: 4383.129883
	Iteration 45Q: 3 clusters Score -1035308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1035315.750000 Penalty: 4383.129883
	Iteration 46Q: 3 clusters Score -1035316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1035321.625000 Penalty: 4383.129883
	Iteration 47Q: 3 clusters Score -1035322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1035330.000000 Penalty: 4383.129883
	Iteration 48Q: 3 clusters Score -1035330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1035334.375000 Penalty: 4383.129883
	Iteration 49Q: 3 clusters Score -1035334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1035341.000000 Penalty: 4383.129883
	Iteration 50Q: 3 clusters Score -1035341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1035345.250000 Penalty: 4383.129883
	Iteration 51Q: 3 clusters Score -1035345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1035351.125000 Penalty: 4383.129883
	Iteration 52Q: 3 clusters Score -1035351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1035355.250000 Penalty: 4383.129883
	Iteration 53Q: 3 clusters Score -1035355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1035355.687500 Penalty: 4383.129883
	Iteration 54Q: 3 clusters Score -1035356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1035358.000000 Penalty: 4383.129883
	Iteration 55Q: 3 clusters Score -1035358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1035356.812500 Penalty: 4383.129883
	Iteration 56Q: 3 clusters Score -1035357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1035356.812500 Penalty: 4383.129883
	Iteration 57F: 3 clusters Score -1035357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -2062128.500000 Penalty: 2362.454590
	Iteration 0F: 2 clusters Score -2062128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2052085.500000 Penalty: 4724.909180
	Iteration 0F: 3 clusters Score -2052086 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2055469.250000 Penalty: 4724.909180
	Iteration 1F: 3 clusters Score -2055469 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2056015.500000 Penalty: 4724.909180
	Iteration 2F: 3 clusters Score -2056016 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2056441.250000 Penalty: 4724.909180
	Iteration 3F: 3 clusters Score -2056441 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2056809.625000 Penalty: 4724.909180
	Iteration 4Q: 3 clusters Score -2056810 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2057163.000000 Penalty: 4724.909180
	Iteration 5Q: 3 clusters Score -2057163 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2057557.375000 Penalty: 4724.909180
	Iteration 6Q: 3 clusters Score -2057557 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2058005.375000 Penalty: 4724.909180
	Iteration 7Q: 3 clusters Score -2058005 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2058475.625000 Penalty: 4724.909180
	Iteration 8Q: 3 clusters Score -2058476 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2058925.125000 Penalty: 4724.909180
	Iteration 9Q: 3 clusters Score -2058925 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2059266.000000 Penalty: 4724.909180
	Iteration 10Q: 3 clusters Score -2059266 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2059520.250000 Penalty: 4724.909180
	Iteration 11Q: 3 clusters Score -2059520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2059685.000000 Penalty: 4724.909180
	Iteration 12Q: 3 clusters Score -2059685 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2059785.125000 Penalty: 4724.909180
	Iteration 13Q: 3 clusters Score -2059785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2059873.875000 Penalty: 4724.909180
	Iteration 14Q: 3 clusters Score -2059874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2059928.000000 Penalty: 4724.909180
	Iteration 15Q: 3 clusters Score -2059928 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2059978.750000 Penalty: 4724.909180
	Iteration 16Q: 3 clusters Score -2059979 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2060016.625000 Penalty: 4724.909180
	Iteration 17Q: 3 clusters Score -2060017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2060067.375000 Penalty: 4724.909180
	Iteration 18Q: 3 clusters Score -2060067 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2060112.125000 Penalty: 4724.909180
	Iteration 19Q: 3 clusters Score -2060112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2060145.750000 Penalty: 4724.909180
	Iteration 20F: 3 clusters Score -2060146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2060185.750000 Penalty: 4724.909180
	Iteration 21Q: 3 clusters Score -2060186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2060229.250000 Penalty: 4724.909180
	Iteration 22Q: 3 clusters Score -2060229 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2060272.625000 Penalty: 4724.909180
	Iteration 23Q: 3 clusters Score -2060273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2060309.750000 Penalty: 4724.909180
	Iteration 24Q: 3 clusters Score -2060310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2060342.875000 Penalty: 4724.909180
	Iteration 25Q: 3 clusters Score -2060343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2060359.375000 Penalty: 4724.909180
	Iteration 26Q: 3 clusters Score -2060359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2060365.250000 Penalty: 4724.909180
	Iteration 27Q: 3 clusters Score -2060365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2060380.125000 Penalty: 4724.909180
	Iteration 28Q: 3 clusters Score -2060380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2060391.125000 Penalty: 4724.909180
	Iteration 29Q: 3 clusters Score -2060391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2060402.125000 Penalty: 4724.909180
	Iteration 30Q: 3 clusters Score -2060402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2060411.250000 Penalty: 4724.909180
	Iteration 31Q: 3 clusters Score -2060411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2060423.625000 Penalty: 4724.909180
	Iteration 32Q: 3 clusters Score -2060424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2060426.750000 Penalty: 4724.909180
	Iteration 33Q: 3 clusters Score -2060427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2060430.375000 Penalty: 4724.909180
	Iteration 34Q: 3 clusters Score -2060430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2060439.750000 Penalty: 4724.909180
	Iteration 35Q: 3 clusters Score -2060440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2060447.000000 Penalty: 4724.909180
	Iteration 36Q: 3 clusters Score -2060447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2060461.375000 Penalty: 4724.909180
	Iteration 37Q: 3 clusters Score -2060461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2060461.875000 Penalty: 4724.909180
	Iteration 38Q: 3 clusters Score -2060462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2060462.875000 Penalty: 4724.909180
	Iteration 39Q: 3 clusters Score -2060463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2060464.125000 Penalty: 4724.909180
	Iteration 40F: 3 clusters Score -2060464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2060469.000000 Penalty: 4724.909180
	Iteration 41Q: 3 clusters Score -2060469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2060473.750000 Penalty: 4724.909180
	Iteration 42Q: 3 clusters Score -2060474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2060478.750000 Penalty: 4724.909180
	Iteration 43Q: 3 clusters Score -2060479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2060476.875000 Penalty: 4724.909180
	Iteration 44Q: 3 clusters Score -2060477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2060478.375000 Penalty: 4724.909180
	Iteration 45Q: 3 clusters Score -2060478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2060479.125000 Penalty: 4724.909180
	Iteration 46Q: 3 clusters Score -2060479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2060479.125000 Penalty: 4724.909180
	Iteration 47F: 3 clusters Score -2060479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Entering Unmasked Estep 
Score: -2195022.250000 Penalty: 2379.827637
	Iteration 0F: 2 clusters Score -2195022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2184426.750000 Penalty: 4759.655273
	Iteration 0F: 3 clusters Score -2184427 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2188145.000000 Penalty: 4759.655273
	Iteration 1F: 3 clusters Score -2188145 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2188865.000000 Penalty: 4759.655273
	Iteration 2F: 3 clusters Score -2188865 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2189507.250000 Penalty: 4759.655273
	Iteration 3F: 3 clusters Score -2189507 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2190070.000000 Penalty: 4759.655273
	Iteration 4F: 3 clusters Score -2190070 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2190616.000000 Penalty: 4759.655273
	Iteration 5F: 3 clusters Score -2190616 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2191165.500000 Penalty: 4759.655273
	Iteration 6F: 3 clusters Score -2191166 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2191686.500000 Penalty: 4759.655273
	Iteration 7F: 3 clusters Score -2191686 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2192164.750000 Penalty: 4759.655273
	Iteration 8Q: 3 clusters Score -2192165 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2192541.750000 Penalty: 4759.655273
	Iteration 9Q: 3 clusters Score -2192542 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2192826.250000 Penalty: 4759.655273
	Iteration 10Q: 3 clusters Score -2192826 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2193019.250000 Penalty: 4759.655273
	Iteration 11Q: 3 clusters Score -2193019 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2193123.750000 Penalty: 4759.655273
	Iteration 12Q: 3 clusters Score -2193124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2193204.750000 Penalty: 4759.655273
	Iteration 13Q: 3 clusters Score -2193205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2193239.500000 Penalty: 4759.655273
	Iteration 14Q: 3 clusters Score -2193240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2193281.000000 Penalty: 4759.655273
	Iteration 15Q: 3 clusters Score -2193281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2193306.500000 Penalty: 4759.655273
	Iteration 16Q: 3 clusters Score -2193306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2193329.250000 Penalty: 4759.655273
	Iteration 17Q: 3 clusters Score -2193329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2193351.750000 Penalty: 4759.655273
	Iteration 18Q: 3 clusters Score -2193352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2193365.750000 Penalty: 4759.655273
	Iteration 19Q: 3 clusters Score -2193366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2193373.500000 Penalty: 4759.655273
	Iteration 20F: 3 clusters Score -2193374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2193374.000000 Penalty: 4759.655273
	Iteration 21Q: 3 clusters Score -2193374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2193383.500000 Penalty: 4759.655273
	Iteration 22Q: 3 clusters Score -2193384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2193388.750000 Penalty: 4759.655273
	Iteration 23Q: 3 clusters Score -2193389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2193390.750000 Penalty: 4759.655273
	Iteration 24Q: 3 clusters Score -2193391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2193404.500000 Penalty: 4759.655273
	Iteration 25Q: 3 clusters Score -2193404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2193403.500000 Penalty: 4759.655273
	Iteration 26Q: 3 clusters Score -2193404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2193405.000000 Penalty: 4759.655273
	Iteration 27Q: 3 clusters Score -2193405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2193409.750000 Penalty: 4759.655273
	Iteration 28Q: 3 clusters Score -2193410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2193414.250000 Penalty: 4759.655273
	Iteration 29Q: 3 clusters Score -2193414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2193419.250000 Penalty: 4759.655273
	Iteration 30Q: 3 clusters Score -2193419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2193419.500000 Penalty: 4759.655273
	Iteration 31Q: 3 clusters Score -2193420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2193416.750000 Penalty: 4759.655273
	Iteration 32Q: 3 clusters Score -2193417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2193418.750000 Penalty: 4759.655273
	Iteration 33Q: 3 clusters Score -2193419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2193426.250000 Penalty: 4759.655273
	Iteration 34Q: 3 clusters Score -2193426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2193430.000000 Penalty: 4759.655273
	Iteration 35Q: 3 clusters Score -2193430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2193435.000000 Penalty: 4759.655273
	Iteration 36Q: 3 clusters Score -2193435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2193440.750000 Penalty: 4759.655273
	Iteration 37Q: 3 clusters Score -2193441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2193442.250000 Penalty: 4759.655273
	Iteration 38Q: 3 clusters Score -2193442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2193447.000000 Penalty: 4759.655273
	Iteration 39Q: 3 clusters Score -2193447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2193448.250000 Penalty: 4759.655273
	Iteration 40F: 3 clusters Score -2193448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2193448.250000 Penalty: 4759.655273
	Iteration 41Q: 3 clusters Score -2193448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2193446.000000 Penalty: 4759.655273
	Iteration 42Q: 3 clusters Score -2193446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2193449.000000 Penalty: 4759.655273
	Iteration 43Q: 3 clusters Score -2193449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2193453.000000 Penalty: 4759.655273
	Iteration 44Q: 3 clusters Score -2193453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2193458.000000 Penalty: 4759.655273
	Iteration 45Q: 3 clusters Score -2193458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2193460.500000 Penalty: 4759.655273
	Iteration 46Q: 3 clusters Score -2193460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2193460.000000 Penalty: 4759.655273
	Iteration 47Q: 3 clusters Score -2193460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2193462.000000 Penalty: 4759.655273
	Iteration 48Q: 3 clusters Score -2193462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2193463.750000 Penalty: 4759.655273
	Iteration 49Q: 3 clusters Score -2193464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2193464.250000 Penalty: 4759.655273
	Iteration 50Q: 3 clusters Score -2193464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2193461.000000 Penalty: 4759.655273
	Iteration 51Q: 3 clusters Score -2193461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2193460.250000 Penalty: 4759.655273
	Iteration 52Q: 3 clusters Score -2193460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2193463.250000 Penalty: 4759.655273
	Iteration 53Q: 3 clusters Score -2193463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2193463.500000 Penalty: 4759.655273
	Iteration 54Q: 3 clusters Score -2193464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2193463.500000 Penalty: 4759.655273
	Iteration 55F: 3 clusters Score -2193464 nChanged 0
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364237888.000000 Penalty: 167532.765625
22->47 Clusters: Score -364237888.000000, best is -364750048.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 36080 members 
Mstep: Class 3 contains 35974 members 
Mstep: Class 4 contains 36425 members 
Mstep: Class 5 contains 35937 members 
Mstep: Class 6 contains 36041 members 
Mstep: Class 7 contains 36195 members 
Mstep: Class 8 contains 36318 members 
Mstep: Class 9 contains 36022 members 
Mstep: Class 10 contains 36318 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 36196 members 
Mstep: Class 13 contains 36111 members 
Mstep: Class 14 contains 36391 members 
Mstep: Class 15 contains 36079 members 
Mstep: Class 16 contains 36213 members 
Mstep: Class 17 contains 36146 members 
Mstep: Class 18 contains 36021 members 
Mstep: Class 19 contains 36280 members 
Mstep: Class 20 contains 36357 members 
Mstep: Class 21 contains 36134 members 
Mstep: Class 22 contains 36036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2218.211426 but Gain 3369.554688
Score: -114440944.000000 Penalty: 70760.781250
Iteration 0F: 22 clusters Score -1.144409e+08 nChanged 759300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 23679 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 21502 members 
Mstep: Class 6 contains 7446 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 5335 members 
Mstep: Class 11 contains 518092 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 33280 members 
Mstep: Class 15 contains 45490 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 17416 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 4692 members 
Mstep: Class 20 contains 19778 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 12702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117194408.000000 Penalty: 70760.781250
Iteration 1F: 22 clusters Score -1.171944e+08 nChanged 253424
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 32588 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 33142 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 434608 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 50397 members 
Mstep: Class 15 contains 66813 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 17432 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 37208 members 
Mstep: Class 21 contains 46171 members 
Mstep: Class 22 contains 13355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118252616.000000 Penalty: 70760.781250
Iteration 2F: 22 clusters Score -1.182526e+08 nChanged 250404
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 52504 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 1075 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 5580 members 
Mstep: Class 11 contains 286708 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 73567 members 
Mstep: Class 15 contains 97689 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 16286 members 
Mstep: Class 18 contains 1021 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 47860 members 
Mstep: Class 21 contains 86486 members 
Mstep: Class 22 contains 28613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119074288.000000 Penalty: 70760.781250
Iteration 3F: 22 clusters Score -1.190743e+08 nChanged 173920
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 60572 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 60593 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 16360 members 
Mstep: Class 8 contains 14627 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 6650 members 
Mstep: Class 11 contains 204694 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 86616 members 
Mstep: Class 15 contains 111314 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 14606 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 52553 members 
Mstep: Class 21 contains 94684 members 
Mstep: Class 22 contains 46802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119425792.000000 Penalty: 70760.781250
Iteration 4F: 22 clusters Score -1.194258e+08 nChanged 117728
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 61857 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 1971 members 
Mstep: Class 5 contains 76138 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 18512 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 154986 members 
Mstep: Class 12 contains 4691 members 
Mstep: Class 13 contains 87639 members 
Mstep: Class 15 contains 127303 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 14254 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 57816 members 
Mstep: Class 21 contains 91891 members 
Mstep: Class 22 contains 54123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119652208.000000 Penalty: 70760.781250
Iteration 5F: 22 clusters Score -1.196522e+08 nChanged 83395
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 65270 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 91309 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 18904 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 122906 members 
Mstep: Class 12 contains 6376 members 
Mstep: Class 13 contains 81088 members 
Mstep: Class 15 contains 140252 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 17 contains 14316 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 60881 members 
Mstep: Class 21 contains 87028 members 
Mstep: Class 22 contains 57338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119755216.000000 Penalty: 70760.781250
Iteration 6F: 22 clusters Score -1.197552e+08 nChanged 64385
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 67266 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 104907 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 23541 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 105825 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 72564 members 
Mstep: Class 15 contains 144273 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 14904 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 61949 members 
Mstep: Class 21 contains 83839 members 
Mstep: Class 22 contains 59153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119813784.000000 Penalty: 70760.781250
Iteration 7F: 22 clusters Score -1.198138e+08 nChanged 53180
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 68179 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 116068 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 18544 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 95559 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 64712 members 
Mstep: Class 15 contains 143273 members 
Mstep: Class 16 contains 1905 members 
Mstep: Class 17 contains 15328 members 
Mstep: Class 18 contains 854 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 62104 members 
Mstep: Class 21 contains 82162 members 
Mstep: Class 22 contains 60148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119874400.000000 Penalty: 70760.781250
Iteration 8F: 22 clusters Score -1.198744e+08 nChanged 41591
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 68606 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 120436 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 19946 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 10855 members 
Mstep: Class 11 contains 96162 members 
Mstep: Class 12 contains 12246 members 
Mstep: Class 13 contains 58659 members 
Mstep: Class 15 contains 136212 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 61933 members 
Mstep: Class 21 contains 81034 members 
Mstep: Class 22 contains 60002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119918464.000000 Penalty: 70760.781250
Iteration 9F: 22 clusters Score -1.199185e+08 nChanged 33421
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 68701 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 120508 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 31243 members 
Mstep: Class 8 contains 22358 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 11767 members 
Mstep: Class 11 contains 99364 members 
Mstep: Class 12 contains 13664 members 
Mstep: Class 13 contains 54817 members 
Mstep: Class 15 contains 129208 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 15733 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 61628 members 
Mstep: Class 21 contains 80252 members 
Mstep: Class 22 contains 59296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119944384.000000 Penalty: 70760.781250
Iteration 10Q: 22 clusters Score -1.199444e+08 nChanged 25168
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 68510 members 
Mstep: Class 3 contains 3686 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 119290 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 32542 members 
Mstep: Class 8 contains 25191 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 12404 members 
Mstep: Class 11 contains 100718 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 52587 members 
Mstep: Class 15 contains 124801 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 61354 members 
Mstep: Class 21 contains 79624 members 
Mstep: Class 22 contains 58573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119966608.000000 Penalty: 70760.781250
Iteration 11Q: 22 clusters Score -1.199666e+08 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 68317 members 
Mstep: Class 3 contains 3632 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 117477 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 33355 members 
Mstep: Class 8 contains 28274 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 100766 members 
Mstep: Class 12 contains 15399 members 
Mstep: Class 13 contains 51905 members 
Mstep: Class 15 contains 121345 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 13483 members 
Mstep: Class 20 contains 61079 members 
Mstep: Class 21 contains 78906 members 
Mstep: Class 22 contains 57913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119980488.000000 Penalty: 70760.781250
Iteration 12Q: 22 clusters Score -1.199805e+08 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 68153 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 115658 members 
Mstep: Class 6 contains 3408 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 31445 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 100049 members 
Mstep: Class 12 contains 15949 members 
Mstep: Class 13 contains 52278 members 
Mstep: Class 15 contains 117975 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 15474 members 
Mstep: Class 20 contains 60907 members 
Mstep: Class 21 contains 78104 members 
Mstep: Class 22 contains 57357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119990208.000000 Penalty: 70760.781250
Iteration 13Q: 22 clusters Score -1.199902e+08 nChanged 17337
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 68004 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 114276 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 34124 members 
Mstep: Class 8 contains 34768 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 13773 members 
Mstep: Class 11 contains 98820 members 
Mstep: Class 12 contains 16270 members 
Mstep: Class 13 contains 52822 members 
Mstep: Class 15 contains 114700 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 17438 members 
Mstep: Class 20 contains 60734 members 
Mstep: Class 21 contains 77211 members 
Mstep: Class 22 contains 56867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119998128.000000 Penalty: 70760.781250
Iteration 14Q: 22 clusters Score -1.199981e+08 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 67904 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 113018 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 34240 members 
Mstep: Class 8 contains 38741 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 97011 members 
Mstep: Class 12 contains 16532 members 
Mstep: Class 13 contains 53407 members 
Mstep: Class 15 contains 111307 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 60600 members 
Mstep: Class 21 contains 76265 members 
Mstep: Class 22 contains 56413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120008808.000000 Penalty: 70760.781250
Iteration 15Q: 22 clusters Score -1.200088e+08 nChanged 18865
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 67793 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 111828 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 34228 members 
Mstep: Class 8 contains 43682 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 14709 members 
Mstep: Class 11 contains 94510 members 
Mstep: Class 12 contains 16681 members 
Mstep: Class 13 contains 54045 members 
Mstep: Class 15 contains 107736 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 15476 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 60514 members 
Mstep: Class 21 contains 75206 members 
Mstep: Class 22 contains 55976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120020160.000000 Penalty: 70760.781250
Iteration 16Q: 22 clusters Score -1.200202e+08 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 67723 members 
Mstep: Class 3 contains 3242 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 110732 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 34172 members 
Mstep: Class 8 contains 50203 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 91012 members 
Mstep: Class 12 contains 16814 members 
Mstep: Class 13 contains 54660 members 
Mstep: Class 15 contains 103694 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 15703 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 22624 members 
Mstep: Class 20 contains 60455 members 
Mstep: Class 21 contains 74076 members 
Mstep: Class 22 contains 55675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120035544.000000 Penalty: 70760.781250
Iteration 17Q: 22 clusters Score -1.200355e+08 nChanged 23077
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 67731 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 109715 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 34058 members 
Mstep: Class 8 contains 58733 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 85893 members 
Mstep: Class 12 contains 17006 members 
Mstep: Class 13 contains 55154 members 
Mstep: Class 15 contains 99513 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 16059 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 24005 members 
Mstep: Class 20 contains 60393 members 
Mstep: Class 21 contains 72715 members 
Mstep: Class 22 contains 55545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120054776.000000 Penalty: 70760.781250
Iteration 18Q: 22 clusters Score -1.200548e+08 nChanged 25742
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 67787 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 108622 members 
Mstep: Class 6 contains 4507 members 
Mstep: Class 7 contains 33903 members 
Mstep: Class 8 contains 69696 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 78284 members 
Mstep: Class 12 contains 17369 members 
Mstep: Class 13 contains 55545 members 
Mstep: Class 15 contains 95879 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 16603 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 25310 members 
Mstep: Class 20 contains 60319 members 
Mstep: Class 21 contains 71031 members 
Mstep: Class 22 contains 55503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120080088.000000 Penalty: 70760.781250
Iteration 19Q: 22 clusters Score -1.200801e+08 nChanged 26921
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 67905 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 107475 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 33604 members 
Mstep: Class 8 contains 81346 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 15719 members 
Mstep: Class 11 contains 68048 members 
Mstep: Class 12 contains 18079 members 
Mstep: Class 13 contains 55902 members 
Mstep: Class 15 contains 94852 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 17309 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 60285 members 
Mstep: Class 21 contains 69039 members 
Mstep: Class 22 contains 55488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120115736.000000 Penalty: 70760.781250
Iteration 20F: 22 clusters Score -1.201157e+08 nChanged 29014
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 68168 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 106341 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 33115 members 
Mstep: Class 8 contains 92914 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 55068 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 56197 members 
Mstep: Class 15 contains 97689 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 17947 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 27499 members 
Mstep: Class 20 contains 60234 members 
Mstep: Class 21 contains 66562 members 
Mstep: Class 22 contains 55425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120159168.000000 Penalty: 70760.781250
Iteration 21Q: 22 clusters Score -1.201592e+08 nChanged 29511
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 68600 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 105172 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 32676 members 
Mstep: Class 8 contains 101106 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 14086 members 
Mstep: Class 11 contains 40643 members 
Mstep: Class 12 contains 20140 members 
Mstep: Class 13 contains 56516 members 
Mstep: Class 15 contains 106277 members 
Mstep: Class 16 contains 1279 members 
Mstep: Class 17 contains 18926 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 28431 members 
Mstep: Class 20 contains 60122 members 
Mstep: Class 21 contains 63535 members 
Mstep: Class 22 contains 55320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120190504.000000 Penalty: 70760.781250
Iteration 22Q: 22 clusters Score -1.201905e+08 nChanged 25897
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 68932 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 104033 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 32565 members 
Mstep: Class 8 contains 106805 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 27881 members 
Mstep: Class 12 contains 20979 members 
Mstep: Class 13 contains 56782 members 
Mstep: Class 15 contains 115479 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 19848 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 29279 members 
Mstep: Class 20 contains 60013 members 
Mstep: Class 21 contains 60622 members 
Mstep: Class 22 contains 55104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120206504.000000 Penalty: 70760.781250
Iteration 23Q: 22 clusters Score -1.202065e+08 nChanged 20794
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 69158 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 102938 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 32903 members 
Mstep: Class 8 contains 110743 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 12532 members 
Mstep: Class 11 contains 18542 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 57016 members 
Mstep: Class 15 contains 122198 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 20517 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 30070 members 
Mstep: Class 20 contains 59904 members 
Mstep: Class 21 contains 57943 members 
Mstep: Class 22 contains 54830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120213808.000000 Penalty: 70760.781250
Iteration 24Q: 22 clusters Score -1.202138e+08 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 69288 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 101889 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 113205 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 12383 members 
Mstep: Class 11 contains 12399 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 57235 members 
Mstep: Class 15 contains 126464 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 20981 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 30773 members 
Mstep: Class 20 contains 59722 members 
Mstep: Class 21 contains 55637 members 
Mstep: Class 22 contains 54567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120216040.000000 Penalty: 70760.781250
Iteration 25Q: 22 clusters Score -1.20216e+08 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 69348 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 100866 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 34355 members 
Mstep: Class 8 contains 114317 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 12422 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 12 contains 23531 members 
Mstep: Class 13 contains 57462 members 
Mstep: Class 15 contains 128982 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 21315 members 
Mstep: Class 18 contains 991 members 
Mstep: Class 19 contains 31457 members 
Mstep: Class 20 contains 59542 members 
Mstep: Class 21 contains 53745 members 
Mstep: Class 22 contains 54311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120217800.000000 Penalty: 70760.781250
Iteration 26Q: 22 clusters Score -1.202178e+08 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 69376 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 99931 members 
Mstep: Class 6 contains 4931 members 
Mstep: Class 7 contains 35225 members 
Mstep: Class 8 contains 114186 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 24251 members 
Mstep: Class 13 contains 57640 members 
Mstep: Class 15 contains 130062 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 21513 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 32134 members 
Mstep: Class 20 contains 59375 members 
Mstep: Class 21 contains 52455 members 
Mstep: Class 22 contains 54023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120221176.000000 Penalty: 70760.781250
Iteration 27Q: 22 clusters Score -1.202212e+08 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 69403 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 99062 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 112677 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 12712 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 24888 members 
Mstep: Class 13 contains 57860 members 
Mstep: Class 15 contains 130307 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21575 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 32779 members 
Mstep: Class 20 contains 59203 members 
Mstep: Class 21 contains 51510 members 
Mstep: Class 22 contains 53738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120223608.000000 Penalty: 70760.781250
Iteration 28Q: 22 clusters Score -1.202236e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 69380 members 
Mstep: Class 3 contains 3176 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 98259 members 
Mstep: Class 6 contains 4923 members 
Mstep: Class 7 contains 36657 members 
Mstep: Class 8 contains 111471 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 12844 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 25283 members 
Mstep: Class 13 contains 58045 members 
Mstep: Class 15 contains 130421 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 21488 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 33502 members 
Mstep: Class 20 contains 59042 members 
Mstep: Class 21 contains 50797 members 
Mstep: Class 22 contains 53464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120224944.000000 Penalty: 70760.781250
Iteration 29Q: 22 clusters Score -1.202249e+08 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 69358 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 97517 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 37175 members 
Mstep: Class 8 contains 110564 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 12954 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 25527 members 
Mstep: Class 13 contains 58233 members 
Mstep: Class 15 contains 130485 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 21356 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 34146 members 
Mstep: Class 20 contains 58911 members 
Mstep: Class 21 contains 50269 members 
Mstep: Class 22 contains 53155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120225928.000000 Penalty: 70760.781250
Iteration 30Q: 22 clusters Score -1.202259e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 69331 members 
Mstep: Class 3 contains 3183 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 96843 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 37625 members 
Mstep: Class 8 contains 109799 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 58415 members 
Mstep: Class 15 contains 130511 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 21211 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 34781 members 
Mstep: Class 20 contains 58817 members 
Mstep: Class 21 contains 49783 members 
Mstep: Class 22 contains 52877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120226856.000000 Penalty: 70760.781250
Iteration 31Q: 22 clusters Score -1.202269e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 69299 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 96251 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 37989 members 
Mstep: Class 8 contains 109250 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 25743 members 
Mstep: Class 13 contains 58596 members 
Mstep: Class 15 contains 130498 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 21050 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 35429 members 
Mstep: Class 20 contains 58746 members 
Mstep: Class 21 contains 49389 members 
Mstep: Class 22 contains 52588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120227384.000000 Penalty: 70760.781250
Iteration 32Q: 22 clusters Score -1.202274e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 69281 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 95744 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 38320 members 
Mstep: Class 8 contains 108697 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 13196 members 
Mstep: Class 11 contains 10836 members 
Mstep: Class 12 contains 25799 members 
Mstep: Class 13 contains 58768 members 
Mstep: Class 15 contains 130443 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 20871 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 36002 members 
Mstep: Class 20 contains 58694 members 
Mstep: Class 21 contains 49021 members 
Mstep: Class 22 contains 52361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120228176.000000 Penalty: 70760.781250
Iteration 33Q: 22 clusters Score -1.202282e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 69292 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 95298 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 38561 members 
Mstep: Class 8 contains 108227 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 25826 members 
Mstep: Class 13 contains 58939 members 
Mstep: Class 15 contains 130395 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 20677 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 36551 members 
Mstep: Class 20 contains 58616 members 
Mstep: Class 21 contains 48711 members 
Mstep: Class 22 contains 52176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120228880.000000 Penalty: 70760.781250
Iteration 34Q: 22 clusters Score -1.202289e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 69295 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 94869 members 
Mstep: Class 6 contains 4919 members 
Mstep: Class 7 contains 38786 members 
Mstep: Class 8 contains 107799 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 13321 members 
Mstep: Class 11 contains 11807 members 
Mstep: Class 12 contains 25861 members 
Mstep: Class 13 contains 59111 members 
Mstep: Class 15 contains 130308 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 20477 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 37027 members 
Mstep: Class 20 contains 58545 members 
Mstep: Class 21 contains 48471 members 
Mstep: Class 22 contains 52020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120229336.000000 Penalty: 70760.781250
Iteration 35Q: 22 clusters Score -1.202293e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 69303 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 94476 members 
Mstep: Class 6 contains 4923 members 
Mstep: Class 7 contains 38946 members 
Mstep: Class 8 contains 107401 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 13370 members 
Mstep: Class 11 contains 12252 members 
Mstep: Class 12 contains 25839 members 
Mstep: Class 13 contains 59278 members 
Mstep: Class 15 contains 130262 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 20336 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 37507 members 
Mstep: Class 20 contains 58472 members 
Mstep: Class 21 contains 48257 members 
Mstep: Class 22 contains 51859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120229840.000000 Penalty: 70760.781250
Iteration 36Q: 22 clusters Score -1.202298e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 69303 members 
Mstep: Class 3 contains 3179 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 94082 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 39052 members 
Mstep: Class 8 contains 107036 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 13421 members 
Mstep: Class 11 contains 12671 members 
Mstep: Class 12 contains 25795 members 
Mstep: Class 13 contains 59444 members 
Mstep: Class 15 contains 130222 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 20209 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38013 members 
Mstep: Class 20 contains 58388 members 
Mstep: Class 21 contains 48080 members 
Mstep: Class 22 contains 51704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120230280.000000 Penalty: 70760.781250
Iteration 37Q: 22 clusters Score -1.202303e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 69304 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 93741 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39130 members 
Mstep: Class 8 contains 106738 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 25714 members 
Mstep: Class 13 contains 59595 members 
Mstep: Class 15 contains 130190 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38494 members 
Mstep: Class 20 contains 58314 members 
Mstep: Class 21 contains 47911 members 
Mstep: Class 22 contains 51565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120230608.000000 Penalty: 70760.781250
Iteration 38Q: 22 clusters Score -1.202306e+08 nChanged 2256
Entering ConstructFrom: 
Score: -120230608.000000 Penalty: 70760.781250
Entering ConstructFrom: 
Trying to split cluster 1 (15564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Entering Unmasked Estep 
Score: -2377395.000000 Penalty: 2393.873535
	Iteration 0F: 2 clusters Score -2377395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2366166.500000 Penalty: 4787.747070
	Iteration 0F: 3 clusters Score -2366166 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2369952.250000 Penalty: 4787.747070
	Iteration 1F: 3 clusters Score -2369952 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2370590.750000 Penalty: 4787.747070
	Iteration 2F: 3 clusters Score -2370591 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2371280.250000 Penalty: 4787.747070
	Iteration 3F: 3 clusters Score -2371280 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2371962.250000 Penalty: 4787.747070
	Iteration 4F: 3 clusters Score -2371962 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2372712.000000 Penalty: 4787.747070
	Iteration 5F: 3 clusters Score -2372712 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2373512.500000 Penalty: 4787.747070
	Iteration 6F: 3 clusters Score -2373512 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2374345.500000 Penalty: 4787.747070
	Iteration 7F: 3 clusters Score -2374346 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2375216.500000 Penalty: 4787.747070
	Iteration 8F: 3 clusters Score -2375216 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2376054.500000 Penalty: 4787.747070
	Iteration 9F: 3 clusters Score -2376054 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2376920.000000 Penalty: 4787.747070
	Iteration 10F: 3 clusters Score -2376920 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2377964.750000 Penalty: 4787.747070
	Iteration 11F: 3 clusters Score -2377965 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2379398.000000 Penalty: 4787.747070
	Iteration 12F: 3 clusters Score -2379398 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2381141.000000 Penalty: 4787.747070
	Iteration 13F: 3 clusters Score -2381141 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2381868.250000 Penalty: 4787.747070
	Iteration 14Q: 3 clusters Score -2381868 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2382140.750000 Penalty: 4787.747070
	Iteration 15Q: 3 clusters Score -2382141 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2382304.000000 Penalty: 4787.747070
	Iteration 16Q: 3 clusters Score -2382304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2382464.750000 Penalty: 4787.747070
	Iteration 17Q: 3 clusters Score -2382465 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2382605.500000 Penalty: 4787.747070
	Iteration 18Q: 3 clusters Score -2382606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2382695.500000 Penalty: 4787.747070
	Iteration 19Q: 3 clusters Score -2382696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2382771.500000 Penalty: 4787.747070
	Iteration 20F: 3 clusters Score -2382772 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2382825.250000 Penalty: 4787.747070
	Iteration 21Q: 3 clusters Score -2382825 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2382858.500000 Penalty: 4787.747070
	Iteration 22Q: 3 clusters Score -2382858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2382865.500000 Penalty: 4787.747070
	Iteration 23Q: 3 clusters Score -2382866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2382897.000000 Penalty: 4787.747070
	Iteration 24Q: 3 clusters Score -2382897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2382909.500000 Penalty: 4787.747070
	Iteration 25Q: 3 clusters Score -2382910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2382923.000000 Penalty: 4787.747070
	Iteration 26Q: 3 clusters Score -2382923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2382941.000000 Penalty: 4787.747070
	Iteration 27Q: 3 clusters Score -2382941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2382944.250000 Penalty: 4787.747070
	Iteration 28Q: 3 clusters Score -2382944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2382950.000000 Penalty: 4787.747070
	Iteration 29Q: 3 clusters Score -2382950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2382960.500000 Penalty: 4787.747070
	Iteration 30Q: 3 clusters Score -2382960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2382963.750000 Penalty: 4787.747070
	Iteration 31Q: 3 clusters Score -2382964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2382973.500000 Penalty: 4787.747070
	Iteration 32Q: 3 clusters Score -2382974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2382978.250000 Penalty: 4787.747070
	Iteration 33Q: 3 clusters Score -2382978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2382980.500000 Penalty: 4787.747070
	Iteration 34Q: 3 clusters Score -2382980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2382980.500000 Penalty: 4787.747070
	Iteration 35Q: 3 clusters Score -2382980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2382979.750000 Penalty: 4787.747070
	Iteration 36Q: 3 clusters Score -2382980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2382981.750000 Penalty: 4787.747070
	Iteration 37Q: 3 clusters Score -2382982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2382985.000000 Penalty: 4787.747070
	Iteration 38Q: 3 clusters Score -2382985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2382987.750000 Penalty: 4787.747070
	Iteration 39Q: 3 clusters Score -2382988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2382986.500000 Penalty: 4787.747070
	Iteration 40F: 3 clusters Score -2382986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2382982.500000 Penalty: 4787.747070
	Iteration 41Q: 3 clusters Score -2382982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2382987.250000 Penalty: 4787.747070
	Iteration 42Q: 3 clusters Score -2382987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2382991.250000 Penalty: 4787.747070
	Iteration 43Q: 3 clusters Score -2382991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2382990.000000 Penalty: 4787.747070
	Iteration 44Q: 3 clusters Score -2382990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2382988.250000 Penalty: 4787.747070
	Iteration 45Q: 3 clusters Score -2382988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2382988.250000 Penalty: 4787.747070
	Iteration 46Q: 3 clusters Score -2382988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2382987.000000 Penalty: 4787.747070
	Iteration 47Q: 3 clusters Score -2382987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2382984.750000 Penalty: 4787.747070
	Iteration 48Q: 3 clusters Score -2382985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2382984.250000 Penalty: 4787.747070
	Iteration 49Q: 3 clusters Score -2382984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2382986.000000 Penalty: 4787.747070
	Iteration 50Q: 3 clusters Score -2382986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2382988.000000 Penalty: 4787.747070
	Iteration 51Q: 3 clusters Score -2382988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2382985.750000 Penalty: 4787.747070
	Iteration 52Q: 3 clusters Score -2382986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2382985.250000 Penalty: 4787.747070
	Iteration 53Q: 3 clusters Score -2382985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2382984.750000 Penalty: 4787.747070
	Iteration 54Q: 3 clusters Score -2382985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2382986.500000 Penalty: 4787.747070
	Iteration 55Q: 3 clusters Score -2382986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2382985.750000 Penalty: 4787.747070
	Iteration 56Q: 3 clusters Score -2382986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2382988.500000 Penalty: 4787.747070
	Iteration 57Q: 3 clusters Score -2382988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2382985.250000 Penalty: 4787.747070
	Iteration 58Q: 3 clusters Score -2382985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2382985.500000 Penalty: 4787.747070
	Iteration 59Q: 3 clusters Score -2382986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2382989.250000 Penalty: 4787.747070
	Iteration 60F: 3 clusters Score -2382989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2382995.000000 Penalty: 4787.747070
	Iteration 61Q: 3 clusters Score -2382995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2382994.750000 Penalty: 4787.747070
	Iteration 62Q: 3 clusters Score -2382995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2382993.250000 Penalty: 4787.747070
	Iteration 63Q: 3 clusters Score -2382993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2382993.000000 Penalty: 4787.747070
	Iteration 64Q: 3 clusters Score -2382993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2382995.250000 Penalty: 4787.747070
	Iteration 65Q: 3 clusters Score -2382995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2382996.500000 Penalty: 4787.747070
	Iteration 66Q: 3 clusters Score -2382996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2382992.250000 Penalty: 4787.747070
	Iteration 67Q: 3 clusters Score -2382992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2382992.250000 Penalty: 4787.747070
	Iteration 68F: 3 clusters Score -2382992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 93436 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Entering Unmasked Estep 
Score: -120235592.000000 Penalty: 74130.335938
Splitting cluster 1 changes total score from -120230608.000000 to -120235592.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (69301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Entering Unmasked Estep 
Score: -10673891.000000 Penalty: 2764.261230
	Iteration 0F: 2 clusters Score -1.067389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -10627308.000000 Penalty: 5528.522461
	Iteration 0F: 3 clusters Score -1.062731e+07 nChanged 32415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10646216.000000 Penalty: 5528.522461
	Iteration 1F: 3 clusters Score -1.064622e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -10647034.000000 Penalty: 5528.522461
	Iteration 2Q: 3 clusters Score -1.064703e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -10647936.000000 Penalty: 5528.522461
	Iteration 3Q: 3 clusters Score -1.064794e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -10649262.000000 Penalty: 5528.522461
	Iteration 4Q: 3 clusters Score -1.064926e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -10650791.000000 Penalty: 5528.522461
	Iteration 5Q: 3 clusters Score -1.065079e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -10652859.000000 Penalty: 5528.522461
	Iteration 6F: 3 clusters Score -1.065286e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -10655240.000000 Penalty: 5528.522461
	Iteration 7F: 3 clusters Score -1.065524e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -10657599.000000 Penalty: 5528.522461
	Iteration 8F: 3 clusters Score -1.06576e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -10659648.000000 Penalty: 5528.522461
	Iteration 9F: 3 clusters Score -1.065965e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -10661572.000000 Penalty: 5528.522461
	Iteration 10F: 3 clusters Score -1.066157e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -10663366.000000 Penalty: 5528.522461
	Iteration 11Q: 3 clusters Score -1.066337e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -10665061.000000 Penalty: 5528.522461
	Iteration 12Q: 3 clusters Score -1.066506e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -10666787.000000 Penalty: 5528.522461
	Iteration 13Q: 3 clusters Score -1.066679e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -10668500.000000 Penalty: 5528.522461
	Iteration 14Q: 3 clusters Score -1.06685e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -10670022.000000 Penalty: 5528.522461
	Iteration 15Q: 3 clusters Score -1.067002e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -10671173.000000 Penalty: 5528.522461
	Iteration 16Q: 3 clusters Score -1.067117e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -10672179.000000 Penalty: 5528.522461
	Iteration 17Q: 3 clusters Score -1.067218e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -10672912.000000 Penalty: 5528.522461
	Iteration 18Q: 3 clusters Score -1.067291e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -10673376.000000 Penalty: 5528.522461
	Iteration 19Q: 3 clusters Score -1.067338e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -10673771.000000 Penalty: 5528.522461
	Iteration 20F: 3 clusters Score -1.067377e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -10673935.000000 Penalty: 5528.522461
	Iteration 21Q: 3 clusters Score -1.067394e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -10674090.000000 Penalty: 5528.522461
	Iteration 22Q: 3 clusters Score -1.067409e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -10674219.000000 Penalty: 5528.522461
	Iteration 23Q: 3 clusters Score -1.067422e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -10674293.000000 Penalty: 5528.522461
	Iteration 24Q: 3 clusters Score -1.067429e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -10674348.000000 Penalty: 5528.522461
	Iteration 25Q: 3 clusters Score -1.067435e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -10674379.000000 Penalty: 5528.522461
	Iteration 26Q: 3 clusters Score -1.067438e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -10674416.000000 Penalty: 5528.522461
	Iteration 27Q: 3 clusters Score -1.067442e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -10674446.000000 Penalty: 5528.522461
	Iteration 28Q: 3 clusters Score -1.067445e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -10674455.000000 Penalty: 5528.522461
	Iteration 29Q: 3 clusters Score -1.067446e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -10674434.000000 Penalty: 5528.522461
	Iteration 30Q: 3 clusters Score -1.067443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -10674436.000000 Penalty: 5528.522461
	Iteration 31Q: 3 clusters Score -1.067444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -10674435.000000 Penalty: 5528.522461
	Iteration 32Q: 3 clusters Score -1.067444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -10674460.000000 Penalty: 5528.522461
	Iteration 33Q: 3 clusters Score -1.067446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -10674469.000000 Penalty: 5528.522461
	Iteration 34Q: 3 clusters Score -1.067447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -10674471.000000 Penalty: 5528.522461
	Iteration 35Q: 3 clusters Score -1.067447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -10674473.000000 Penalty: 5528.522461
	Iteration 36Q: 3 clusters Score -1.067447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -10674476.000000 Penalty: 5528.522461
	Iteration 37Q: 3 clusters Score -1.067448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -10674485.000000 Penalty: 5528.522461
	Iteration 38Q: 3 clusters Score -1.067448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -10674486.000000 Penalty: 5528.522461
	Iteration 39Q: 3 clusters Score -1.067449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -10674480.000000 Penalty: 5528.522461
	Iteration 40F: 3 clusters Score -1.067448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10674479.000000 Penalty: 5528.522461
	Iteration 41Q: 3 clusters Score -1.067448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -10674467.000000 Penalty: 5528.522461
	Iteration 42Q: 3 clusters Score -1.067447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -10674481.000000 Penalty: 5528.522461
	Iteration 43Q: 3 clusters Score -1.067448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -10674473.000000 Penalty: 5528.522461
	Iteration 44Q: 3 clusters Score -1.067447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -10674455.000000 Penalty: 5528.522461
	Iteration 45Q: 3 clusters Score -1.067446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -10674458.000000 Penalty: 5528.522461
	Iteration 46Q: 3 clusters Score -1.067446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -10674452.000000 Penalty: 5528.522461
	Iteration 47Q: 3 clusters Score -1.067445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -10674458.000000 Penalty: 5528.522461
	Iteration 48Q: 3 clusters Score -1.067446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -10674450.000000 Penalty: 5528.522461
	Iteration 49Q: 3 clusters Score -1.067445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -10674473.000000 Penalty: 5528.522461
	Iteration 50Q: 3 clusters Score -1.067447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -10674468.000000 Penalty: 5528.522461
	Iteration 51Q: 3 clusters Score -1.067447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -10674461.000000 Penalty: 5528.522461
	Iteration 52Q: 3 clusters Score -1.067446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10674473.000000 Penalty: 5528.522461
	Iteration 53Q: 3 clusters Score -1.067447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -10674470.000000 Penalty: 5528.522461
	Iteration 54Q: 3 clusters Score -1.067447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -10674459.000000 Penalty: 5528.522461
	Iteration 55Q: 3 clusters Score -1.067446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -10674454.000000 Penalty: 5528.522461
	Iteration 56Q: 3 clusters Score -1.067445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -10674452.000000 Penalty: 5528.522461
	Iteration 57Q: 3 clusters Score -1.067445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -10674463.000000 Penalty: 5528.522461
	Iteration 58Q: 3 clusters Score -1.067446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -10674464.000000 Penalty: 5528.522461
	Iteration 59Q: 3 clusters Score -1.067446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -10674459.000000 Penalty: 5528.522461
	Iteration 60F: 3 clusters Score -1.067446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 93436 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Entering Unmasked Estep 
Score: -120235840.000000 Penalty: 77499.898438
Splitting cluster 2 changes total score from -120230608.000000 to -120235840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -463386.875000 Penalty: 1999.405151
	Iteration 0F: 2 clusters Score -463386.9 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 1615 members 
Entering Unmasked Estep 
Score: -460072.906250 Penalty: 3998.810303
	Iteration 0F: 3 clusters Score -460072.9 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -460910.375000 Penalty: 3998.810303
	Iteration 1F: 3 clusters Score -460910.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -461443.000000 Penalty: 3998.810303
	Iteration 2F: 3 clusters Score -461443 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -462475.687500 Penalty: 3998.810303
	Iteration 3F: 3 clusters Score -462475.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -463871.937500 Penalty: 3998.810303
	Iteration 4F: 3 clusters Score -463871.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -465224.656250 Penalty: 3998.810303
	Iteration 5F: 3 clusters Score -465224.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -467008.562500 Penalty: 3998.810303
	Iteration 6F: 3 clusters Score -467008.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -468901.187500 Penalty: 3998.810303
	Iteration 7Q: 3 clusters Score -468901.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -469134.000000 Penalty: 3998.810303
	Iteration 8Q: 3 clusters Score -469134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -469140.312500 Penalty: 3998.810303
	Iteration 9Q: 3 clusters Score -469140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -469140.312500 Penalty: 3998.810303
	Iteration 10F: 3 clusters Score -469140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 93436 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Entering Unmasked Estep 
Score: -120240400.000000 Penalty: 80869.460938
Splitting cluster 3 changes total score from -120230608.000000 to -120240400.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -257979.812500 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -257979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255699.640625 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -255699.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -258312.156250 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -258312.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -259891.656250 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -259891.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -260257.734375 Penalty: 3716.685303
	Iteration 3F: 3 clusters Score -260257.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -260331.156250 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -260331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -260349.406250 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -260349.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -260358.359375 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -260358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -260360.703125 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -260360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -260369.437500 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -260369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -260380.546875 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -260380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -260387.250000 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -260387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -260394.718750 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -260394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -260403.359375 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -260403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -260405.453125 Penalty: 3716.685303
	Iteration 13Q: 3 clusters Score -260405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -260406.609375 Penalty: 3716.685303
	Iteration 14Q: 3 clusters Score -260406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -260408.453125 Penalty: 3716.685303
	Iteration 15Q: 3 clusters Score -260408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -260410.343750 Penalty: 3716.685303
	Iteration 16Q: 3 clusters Score -260410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -260415.000000 Penalty: 3716.685303
	Iteration 17Q: 3 clusters Score -260415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -260426.640625 Penalty: 3716.685303
	Iteration 18Q: 3 clusters Score -260426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -260439.171875 Penalty: 3716.685303
	Iteration 19Q: 3 clusters Score -260439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -260446.625000 Penalty: 3716.685303
	Iteration 20F: 3 clusters Score -260446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -260450.531250 Penalty: 3716.685303
	Iteration 21Q: 3 clusters Score -260450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -260453.625000 Penalty: 3716.685303
	Iteration 22Q: 3 clusters Score -260453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -260454.312500 Penalty: 3716.685303
	Iteration 23Q: 3 clusters Score -260454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -260454.312500 Penalty: 3716.685303
	Iteration 24F: 3 clusters Score -260454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 93436 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Entering Unmasked Estep 
Score: -120241480.000000 Penalty: 84239.023438
Splitting cluster 4 changes total score from -120230608.000000 to -120241480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (93436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Entering Unmasked Estep 
Score: -14461801.000000 Penalty: 2838.367920
	Iteration 0F: 2 clusters Score -1.44618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -14400765.000000 Penalty: 5676.735840
	Iteration 0F: 3 clusters Score -1.440076e+07 nChanged 44147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -14427075.000000 Penalty: 5676.735840
	Iteration 1F: 3 clusters Score -1.442708e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -14429597.000000 Penalty: 5676.735840
	Iteration 2F: 3 clusters Score -1.44296e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -14433115.000000 Penalty: 5676.735840
	Iteration 3F: 3 clusters Score -1.443312e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -14437599.000000 Penalty: 5676.735840
	Iteration 4F: 3 clusters Score -1.44376e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -14443112.000000 Penalty: 5676.735840
	Iteration 5F: 3 clusters Score -1.444311e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -14448983.000000 Penalty: 5676.735840
	Iteration 6F: 3 clusters Score -1.444898e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -14454224.000000 Penalty: 5676.735840
	Iteration 7F: 3 clusters Score -1.445422e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -14458562.000000 Penalty: 5676.735840
	Iteration 8F: 3 clusters Score -1.445856e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -14461480.000000 Penalty: 5676.735840
	Iteration 9F: 3 clusters Score -1.446148e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -14463418.000000 Penalty: 5676.735840
	Iteration 10Q: 3 clusters Score -1.446342e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -14464628.000000 Penalty: 5676.735840
	Iteration 11Q: 3 clusters Score -1.446463e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -14465737.000000 Penalty: 5676.735840
	Iteration 12Q: 3 clusters Score -1.446574e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -14466766.000000 Penalty: 5676.735840
	Iteration 13Q: 3 clusters Score -1.446677e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -14467650.000000 Penalty: 5676.735840
	Iteration 14Q: 3 clusters Score -1.446765e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -14468707.000000 Penalty: 5676.735840
	Iteration 15Q: 3 clusters Score -1.446871e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -14469585.000000 Penalty: 5676.735840
	Iteration 16Q: 3 clusters Score -1.446958e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -14470391.000000 Penalty: 5676.735840
	Iteration 17Q: 3 clusters Score -1.447039e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -14471254.000000 Penalty: 5676.735840
	Iteration 18Q: 3 clusters Score -1.447125e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -14471977.000000 Penalty: 5676.735840
	Iteration 19Q: 3 clusters Score -1.447198e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -14472613.000000 Penalty: 5676.735840
	Iteration 20F: 3 clusters Score -1.447261e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -14473211.000000 Penalty: 5676.735840
	Iteration 21Q: 3 clusters Score -1.447321e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -14473769.000000 Penalty: 5676.735840
	Iteration 22Q: 3 clusters Score -1.447377e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -14474322.000000 Penalty: 5676.735840
	Iteration 23Q: 3 clusters Score -1.447432e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -14474836.000000 Penalty: 5676.735840
	Iteration 24Q: 3 clusters Score -1.447484e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -14475428.000000 Penalty: 5676.735840
	Iteration 25Q: 3 clusters Score -1.447543e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -14475989.000000 Penalty: 5676.735840
	Iteration 26Q: 3 clusters Score -1.447599e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -14476336.000000 Penalty: 5676.735840
	Iteration 27Q: 3 clusters Score -1.447634e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -14476521.000000 Penalty: 5676.735840
	Iteration 28Q: 3 clusters Score -1.447652e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -14476823.000000 Penalty: 5676.735840
	Iteration 29Q: 3 clusters Score -1.447682e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -14477067.000000 Penalty: 5676.735840
	Iteration 30Q: 3 clusters Score -1.447707e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -14477179.000000 Penalty: 5676.735840
	Iteration 31Q: 3 clusters Score -1.447718e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -14477213.000000 Penalty: 5676.735840
	Iteration 32Q: 3 clusters Score -1.447721e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -14477220.000000 Penalty: 5676.735840
	Iteration 33Q: 3 clusters Score -1.447722e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -14477287.000000 Penalty: 5676.735840
	Iteration 34Q: 3 clusters Score -1.447729e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -14477274.000000 Penalty: 5676.735840
	Iteration 35Q: 3 clusters Score -1.447727e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -14477266.000000 Penalty: 5676.735840
	Iteration 36Q: 3 clusters Score -1.447727e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -14477272.000000 Penalty: 5676.735840
	Iteration 37Q: 3 clusters Score -1.447727e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -14477301.000000 Penalty: 5676.735840
	Iteration 38Q: 3 clusters Score -1.44773e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -14477309.000000 Penalty: 5676.735840
	Iteration 39Q: 3 clusters Score -1.447731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -14477299.000000 Penalty: 5676.735840
	Iteration 40F: 3 clusters Score -1.44773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -14477322.000000 Penalty: 5676.735840
	Iteration 41Q: 3 clusters Score -1.447732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -14477315.000000 Penalty: 5676.735840
	Iteration 42Q: 3 clusters Score -1.447732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -14477314.000000 Penalty: 5676.735840
	Iteration 43Q: 3 clusters Score -1.447731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -14477324.000000 Penalty: 5676.735840
	Iteration 44Q: 3 clusters Score -1.447732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -14477322.000000 Penalty: 5676.735840
	Iteration 45Q: 3 clusters Score -1.447732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -14477316.000000 Penalty: 5676.735840
	Iteration 46Q: 3 clusters Score -1.447732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -14477317.000000 Penalty: 5676.735840
	Iteration 47Q: 3 clusters Score -1.447732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -14477315.000000 Penalty: 5676.735840
	Iteration 48Q: 3 clusters Score -1.447732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -14477322.000000 Penalty: 5676.735840
	Iteration 49Q: 3 clusters Score -1.447732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -14477327.000000 Penalty: 5676.735840
	Iteration 50Q: 3 clusters Score -1.447733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -14477334.000000 Penalty: 5676.735840
	Iteration 51Q: 3 clusters Score -1.447733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -14477326.000000 Penalty: 5676.735840
	Iteration 52Q: 3 clusters Score -1.447733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -14477309.000000 Penalty: 5676.735840
	Iteration 53Q: 3 clusters Score -1.447731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -14477301.000000 Penalty: 5676.735840
	Iteration 54Q: 3 clusters Score -1.44773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -14477317.000000 Penalty: 5676.735840
	Iteration 55Q: 3 clusters Score -1.447732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -14477296.000000 Penalty: 5676.735840
	Iteration 56Q: 3 clusters Score -1.44773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -14477278.000000 Penalty: 5676.735840
	Iteration 57Q: 3 clusters Score -1.447728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -14477288.000000 Penalty: 5676.735840
	Iteration 58Q: 3 clusters Score -1.447729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -14477287.000000 Penalty: 5676.735840
	Iteration 59Q: 3 clusters Score -1.447729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -14477290.000000 Penalty: 5676.735840
	Iteration 60F: 3 clusters Score -1.447729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -14477288.000000 Penalty: 5676.735840
	Iteration 61Q: 3 clusters Score -1.447729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -14477290.000000 Penalty: 5676.735840
	Iteration 62Q: 3 clusters Score -1.447729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -14477301.000000 Penalty: 5676.735840
	Iteration 63Q: 3 clusters Score -1.44773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -14477293.000000 Penalty: 5676.735840
	Iteration 64Q: 3 clusters Score -1.447729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -14477280.000000 Penalty: 5676.735840
	Iteration 65Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -14477277.000000 Penalty: 5676.735840
	Iteration 66Q: 3 clusters Score -1.447728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -14477281.000000 Penalty: 5676.735840
	Iteration 67Q: 3 clusters Score -1.447728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -14477274.000000 Penalty: 5676.735840
	Iteration 68Q: 3 clusters Score -1.447727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -14477284.000000 Penalty: 5676.735840
	Iteration 69Q: 3 clusters Score -1.447728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -14477285.000000 Penalty: 5676.735840
	Iteration 70Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -14477279.000000 Penalty: 5676.735840
	Iteration 71Q: 3 clusters Score -1.447728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -14477273.000000 Penalty: 5676.735840
	Iteration 72Q: 3 clusters Score -1.447727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -14477282.000000 Penalty: 5676.735840
	Iteration 73Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -14477277.000000 Penalty: 5676.735840
	Iteration 74Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -14477273.000000 Penalty: 5676.735840
	Iteration 75Q: 3 clusters Score -1.447727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -14477279.000000 Penalty: 5676.735840
	Iteration 76Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -14477278.000000 Penalty: 5676.735840
	Iteration 77Q: 3 clusters Score -1.447728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -14477272.000000 Penalty: 5676.735840
	Iteration 78Q: 3 clusters Score -1.447727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -14477272.000000 Penalty: 5676.735840
	Iteration 79F: 3 clusters Score -1.447727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Entering Unmasked Estep 
Score: -120256952.000000 Penalty: 87608.578125
Splitting cluster 5 changes total score from -120230608.000000 to -120256952.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -709415.062500 Penalty: 2108.263672
	Iteration 0F: 2 clusters Score -709415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -705112.937500 Penalty: 4216.527344
	Iteration 0F: 3 clusters Score -705112.9 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -707006.250000 Penalty: 4216.527344
	Iteration 1F: 3 clusters Score -707006.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -708557.687500 Penalty: 4216.527344
	Iteration 2F: 3 clusters Score -708557.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -709704.687500 Penalty: 4216.527344
	Iteration 3F: 3 clusters Score -709704.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -710038.375000 Penalty: 4216.527344
	Iteration 4F: 3 clusters Score -710038.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -710213.000000 Penalty: 4216.527344
	Iteration 5Q: 3 clusters Score -710213 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -710339.750000 Penalty: 4216.527344
	Iteration 6Q: 3 clusters Score -710339.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -710418.125000 Penalty: 4216.527344
	Iteration 7Q: 3 clusters Score -710418.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -710468.187500 Penalty: 4216.527344
	Iteration 8Q: 3 clusters Score -710468.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -710491.687500 Penalty: 4216.527344
	Iteration 9Q: 3 clusters Score -710491.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -710505.312500 Penalty: 4216.527344
	Iteration 10Q: 3 clusters Score -710505.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -710516.750000 Penalty: 4216.527344
	Iteration 11Q: 3 clusters Score -710516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -710525.125000 Penalty: 4216.527344
	Iteration 12Q: 3 clusters Score -710525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -710537.062500 Penalty: 4216.527344
	Iteration 13Q: 3 clusters Score -710537.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710549.437500 Penalty: 4216.527344
	Iteration 14Q: 3 clusters Score -710549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -710558.187500 Penalty: 4216.527344
	Iteration 15Q: 3 clusters Score -710558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -710566.625000 Penalty: 4216.527344
	Iteration 16Q: 3 clusters Score -710566.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -710577.062500 Penalty: 4216.527344
	Iteration 17Q: 3 clusters Score -710577.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -710586.062500 Penalty: 4216.527344
	Iteration 18Q: 3 clusters Score -710586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -710595.312500 Penalty: 4216.527344
	Iteration 19Q: 3 clusters Score -710595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -710605.500000 Penalty: 4216.527344
	Iteration 20F: 3 clusters Score -710605.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -710615.687500 Penalty: 4216.527344
	Iteration 21Q: 3 clusters Score -710615.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -710629.500000 Penalty: 4216.527344
	Iteration 22Q: 3 clusters Score -710629.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -710637.625000 Penalty: 4216.527344
	Iteration 23Q: 3 clusters Score -710637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -710647.625000 Penalty: 4216.527344
	Iteration 24Q: 3 clusters Score -710647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -710657.312500 Penalty: 4216.527344
	Iteration 25Q: 3 clusters Score -710657.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -710662.812500 Penalty: 4216.527344
	Iteration 26Q: 3 clusters Score -710662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -710664.937500 Penalty: 4216.527344
	Iteration 27Q: 3 clusters Score -710664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -710667.750000 Penalty: 4216.527344
	Iteration 28Q: 3 clusters Score -710667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -710670.437500 Penalty: 4216.527344
	Iteration 29Q: 3 clusters Score -710670.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -710676.687500 Penalty: 4216.527344
	Iteration 30Q: 3 clusters Score -710676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -710683.625000 Penalty: 4216.527344
	Iteration 31Q: 3 clusters Score -710683.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -710691.000000 Penalty: 4216.527344
	Iteration 32Q: 3 clusters Score -710691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -710693.312500 Penalty: 4216.527344
	Iteration 33Q: 3 clusters Score -710693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -710695.187500 Penalty: 4216.527344
	Iteration 34Q: 3 clusters Score -710695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -710694.812500 Penalty: 4216.527344
	Iteration 35Q: 3 clusters Score -710694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -710699.437500 Penalty: 4216.527344
	Iteration 36Q: 3 clusters Score -710699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -710706.625000 Penalty: 4216.527344
	Iteration 37Q: 3 clusters Score -710706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -710716.125000 Penalty: 4216.527344
	Iteration 38Q: 3 clusters Score -710716.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -710724.312500 Penalty: 4216.527344
	Iteration 39Q: 3 clusters Score -710724.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -710727.875000 Penalty: 4216.527344
	Iteration 40F: 3 clusters Score -710727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -710730.687500 Penalty: 4216.527344
	Iteration 41Q: 3 clusters Score -710730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -710735.437500 Penalty: 4216.527344
	Iteration 42Q: 3 clusters Score -710735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -710737.312500 Penalty: 4216.527344
	Iteration 43Q: 3 clusters Score -710737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -710743.562500 Penalty: 4216.527344
	Iteration 44Q: 3 clusters Score -710743.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -710748.625000 Penalty: 4216.527344
	Iteration 45Q: 3 clusters Score -710748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -710757.937500 Penalty: 4216.527344
	Iteration 46Q: 3 clusters Score -710757.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -710766.437500 Penalty: 4216.527344
	Iteration 47Q: 3 clusters Score -710766.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -710774.625000 Penalty: 4216.527344
	Iteration 48Q: 3 clusters Score -710774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -710782.687500 Penalty: 4216.527344
	Iteration 49Q: 3 clusters Score -710782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -710788.250000 Penalty: 4216.527344
	Iteration 50Q: 3 clusters Score -710788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -710795.687500 Penalty: 4216.527344
	Iteration 51Q: 3 clusters Score -710795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -710803.812500 Penalty: 4216.527344
	Iteration 52Q: 3 clusters Score -710803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -710808.687500 Penalty: 4216.527344
	Iteration 53Q: 3 clusters Score -710808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -710816.125000 Penalty: 4216.527344
	Iteration 54Q: 3 clusters Score -710816.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -710826.062500 Penalty: 4216.527344
	Iteration 55Q: 3 clusters Score -710826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -710828.000000 Penalty: 4216.527344
	Iteration 56Q: 3 clusters Score -710828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -710833.062500 Penalty: 4216.527344
	Iteration 57Q: 3 clusters Score -710833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -710832.187500 Penalty: 4216.527344
	Iteration 58Q: 3 clusters Score -710832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -710832.375000 Penalty: 4216.527344
	Iteration 59Q: 3 clusters Score -710832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -710832.375000 Penalty: 4216.527344
	Iteration 60F: 3 clusters Score -710832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Entering Unmasked Estep 
Score: -120256912.000000 Penalty: 90978.140625
Splitting cluster 6 changes total score from -120230608.000000 to -120256912.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (39178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Entering Unmasked Estep 
Score: -5784394.500000 Penalty: 2622.815918
	Iteration 0F: 2 clusters Score -5784394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5757944.000000 Penalty: 5245.631836
	Iteration 0F: 3 clusters Score -5757944 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5769613.000000 Penalty: 5245.631836
	Iteration 1F: 3 clusters Score -5769613 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5772592.500000 Penalty: 5245.631836
	Iteration 2F: 3 clusters Score -5772592 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5776106.500000 Penalty: 5245.631836
	Iteration 3F: 3 clusters Score -5776106 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -5779078.500000 Penalty: 5245.631836
	Iteration 4F: 3 clusters Score -5779078 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5780983.000000 Penalty: 5245.631836
	Iteration 5F: 3 clusters Score -5780983 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5782025.500000 Penalty: 5245.631836
	Iteration 6Q: 3 clusters Score -5782026 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5782630.500000 Penalty: 5245.631836
	Iteration 7Q: 3 clusters Score -5782630 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -5783035.000000 Penalty: 5245.631836
	Iteration 8Q: 3 clusters Score -5783035 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -5783302.500000 Penalty: 5245.631836
	Iteration 9Q: 3 clusters Score -5783302 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5783520.000000 Penalty: 5245.631836
	Iteration 10Q: 3 clusters Score -5783520 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5783673.500000 Penalty: 5245.631836
	Iteration 11Q: 3 clusters Score -5783674 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5783901.000000 Penalty: 5245.631836
	Iteration 12Q: 3 clusters Score -5783901 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5784093.000000 Penalty: 5245.631836
	Iteration 13Q: 3 clusters Score -5784093 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5784314.500000 Penalty: 5245.631836
	Iteration 14Q: 3 clusters Score -5784314 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5784499.000000 Penalty: 5245.631836
	Iteration 15Q: 3 clusters Score -5784499 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5784639.500000 Penalty: 5245.631836
	Iteration 16Q: 3 clusters Score -5784640 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5784738.000000 Penalty: 5245.631836
	Iteration 17Q: 3 clusters Score -5784738 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5784804.500000 Penalty: 5245.631836
	Iteration 18Q: 3 clusters Score -5784804 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5784851.500000 Penalty: 5245.631836
	Iteration 19Q: 3 clusters Score -5784852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -5784865.000000 Penalty: 5245.631836
	Iteration 20F: 3 clusters Score -5784865 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5784890.000000 Penalty: 5245.631836
	Iteration 21Q: 3 clusters Score -5784890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -5784888.500000 Penalty: 5245.631836
	Iteration 22Q: 3 clusters Score -5784888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5784908.000000 Penalty: 5245.631836
	Iteration 23Q: 3 clusters Score -5784908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5784921.500000 Penalty: 5245.631836
	Iteration 24Q: 3 clusters Score -5784922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5784927.500000 Penalty: 5245.631836
	Iteration 25Q: 3 clusters Score -5784928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -5784940.000000 Penalty: 5245.631836
	Iteration 26Q: 3 clusters Score -5784940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5784937.000000 Penalty: 5245.631836
	Iteration 27Q: 3 clusters Score -5784937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5784938.500000 Penalty: 5245.631836
	Iteration 28Q: 3 clusters Score -5784938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5784941.500000 Penalty: 5245.631836
	Iteration 29Q: 3 clusters Score -5784942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5784963.500000 Penalty: 5245.631836
	Iteration 30Q: 3 clusters Score -5784964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5784980.000000 Penalty: 5245.631836
	Iteration 31Q: 3 clusters Score -5784980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5784983.000000 Penalty: 5245.631836
	Iteration 32Q: 3 clusters Score -5784983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5784995.500000 Penalty: 5245.631836
	Iteration 33Q: 3 clusters Score -5784996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5784998.000000 Penalty: 5245.631836
	Iteration 34Q: 3 clusters Score -5784998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5784990.500000 Penalty: 5245.631836
	Iteration 35Q: 3 clusters Score -5784990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5784983.500000 Penalty: 5245.631836
	Iteration 36Q: 3 clusters Score -5784984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5785008.500000 Penalty: 5245.631836
	Iteration 37Q: 3 clusters Score -5785008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5785011.500000 Penalty: 5245.631836
	Iteration 38Q: 3 clusters Score -5785012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5785031.500000 Penalty: 5245.631836
	Iteration 39Q: 3 clusters Score -5785032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5785037.500000 Penalty: 5245.631836
	Iteration 40F: 3 clusters Score -5785038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5785035.500000 Penalty: 5245.631836
	Iteration 41Q: 3 clusters Score -5785036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5785037.500000 Penalty: 5245.631836
	Iteration 42Q: 3 clusters Score -5785038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -5785044.000000 Penalty: 5245.631836
	Iteration 43Q: 3 clusters Score -5785044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -5785046.000000 Penalty: 5245.631836
	Iteration 44Q: 3 clusters Score -5785046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5785058.000000 Penalty: 5245.631836
	Iteration 45Q: 3 clusters Score -5785058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5785062.000000 Penalty: 5245.631836
	Iteration 46Q: 3 clusters Score -5785062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -5785065.000000 Penalty: 5245.631836
	Iteration 47Q: 3 clusters Score -5785065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5785071.000000 Penalty: 5245.631836
	Iteration 48Q: 3 clusters Score -5785071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5785064.000000 Penalty: 5245.631836
	Iteration 49Q: 3 clusters Score -5785064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -5785067.500000 Penalty: 5245.631836
	Iteration 50Q: 3 clusters Score -5785068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5785094.500000 Penalty: 5245.631836
	Iteration 51Q: 3 clusters Score -5785094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5785096.000000 Penalty: 5245.631836
	Iteration 52Q: 3 clusters Score -5785096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5785086.500000 Penalty: 5245.631836
	Iteration 53Q: 3 clusters Score -5785086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5785086.000000 Penalty: 5245.631836
	Iteration 54Q: 3 clusters Score -5785086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5785097.000000 Penalty: 5245.631836
	Iteration 55Q: 3 clusters Score -5785097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5785091.000000 Penalty: 5245.631836
	Iteration 56Q: 3 clusters Score -5785091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5785102.500000 Penalty: 5245.631836
	Iteration 57Q: 3 clusters Score -5785102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5785110.000000 Penalty: 5245.631836
	Iteration 58Q: 3 clusters Score -5785110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5785114.000000 Penalty: 5245.631836
	Iteration 59Q: 3 clusters Score -5785114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5785105 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5785118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5785116 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5785096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5785100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5785096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5785108.500000 Penalty: 5245.631836
	Iteration 66Q: 3 clusters Score -5785108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5785123.000000 Penalty: 5245.631836
	Iteration 67Q: 3 clusters Score -5785123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5785110.000000 Penalty: 5245.631836
	Iteration 68Q: 3 clusters Score -5785110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5785108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5785110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5785112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5785116 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5785108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5785118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -5785122.000000 Penalty: 5245.631836
	Iteration 75Q: 3 clusters Score -5785122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5785134.000000 Penalty: 5245.631836
	Iteration 76Q: 3 clusters Score -5785134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -5785132.500000 Penalty: 5245.631836
	Iteration 77Q: 3 clusters Score -5785132 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -5785152.000000 Penalty: 5245.631836
	Iteration 78Q: 3 clusters Score -5785152 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5785136.500000 Penalty: 5245.631836
	Iteration 79Q: 3 clusters Score -5785136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5785155.000000 Penalty: 5245.631836
	Iteration 80F: 3 clusters Score -5785155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5785150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -5785159.500000 Penalty: 5245.631836
	Iteration 82Q: 3 clusters Score -5785160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5785158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5785153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5785156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5785159 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5785166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5785161.000000 Penalty: 5245.631836
	Iteration 88Q: 3 clusters Score -5785161 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5785177.500000 Penalty: 5245.631836
	Iteration 89Q: 3 clusters Score -5785178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5785174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5785170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5785180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -5785171.500000 Penalty: 5245.631836
	Iteration 93Q: 3 clusters Score -5785172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5785176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5785172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5785180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5785185.500000 Penalty: 5245.631836
	Iteration 97Q: 3 clusters Score -5785186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5785184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5785186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -5785183.500000 Penalty: 5245.631836
	Iteration 100F: 3 clusters Score -5785184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5785183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5785184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -5785189.000000 Penalty: 5245.631836
	Iteration 103Q: 3 clusters Score -5785189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -5785217.500000 Penalty: 5245.631836
	Iteration 104Q: 3 clusters Score -5785218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -5785211.000000 Penalty: 5245.631836
	Iteration 105Q: 3 clusters Score -5785211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5785213.000000 Penalty: 5245.631836
	Iteration 106Q: 3 clusters Score -5785213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5785203.500000 Penalty: 5245.631836
	Iteration 107Q: 3 clusters Score -5785204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -5785198.500000 Penalty: 5245.631836
	Iteration 108Q: 3 clusters Score -5785198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5785213.500000 Penalty: 5245.631836
	Iteration 109Q: 3 clusters Score -5785214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -5785215.000000 Penalty: 5245.631836
	Iteration 110Q: 3 clusters Score -5785215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5785216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5785222.500000 Penalty: 5245.631836
	Iteration 112Q: 3 clusters Score -5785222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5785222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5785234.000000 Penalty: 5245.631836
	Iteration 114Q: 3 clusters Score -5785234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5785239.500000 Penalty: 5245.631836
	Iteration 115Q: 3 clusters Score -5785240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -5785250.500000 Penalty: 5245.631836
	Iteration 116Q: 3 clusters Score -5785250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -5785244.500000 Penalty: 5245.631836
	Iteration 117Q: 3 clusters Score -5785244 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5785250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5785249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5785244.500000 Penalty: 5245.631836
	Iteration 120F: 3 clusters Score -5785244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -5785247.500000 Penalty: 5245.631836
	Iteration 121Q: 3 clusters Score -5785248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5785248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5785248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -5785255.000000 Penalty: 5245.631836
	Iteration 124Q: 3 clusters Score -5785255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5785258.000000 Penalty: 5245.631836
	Iteration 125Q: 3 clusters Score -5785258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5785272.000000 Penalty: 5245.631836
	Iteration 126Q: 3 clusters Score -5785272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -5785258.000000 Penalty: 5245.631836
	Iteration 127Q: 3 clusters Score -5785258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -5785273.000000 Penalty: 5245.631836
	Iteration 128Q: 3 clusters Score -5785273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -5785276.000000 Penalty: 5245.631836
	Iteration 129Q: 3 clusters Score -5785276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -5785285.500000 Penalty: 5245.631836
	Iteration 130Q: 3 clusters Score -5785286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5785282.500000 Penalty: 5245.631836
	Iteration 131Q: 3 clusters Score -5785282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -5785286.000000 Penalty: 5245.631836
	Iteration 132Q: 3 clusters Score -5785286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -5785284.000000 Penalty: 5245.631836
	Iteration 133Q: 3 clusters Score -5785284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -5785278.500000 Penalty: 5245.631836
	Iteration 134Q: 3 clusters Score -5785278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5785296.000000 Penalty: 5245.631836
	Iteration 135Q: 3 clusters Score -5785296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -5785304.500000 Penalty: 5245.631836
	Iteration 136Q: 3 clusters Score -5785304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5785298.500000 Penalty: 5245.631836
	Iteration 137Q: 3 clusters Score -5785298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -5785291.500000 Penalty: 5245.631836
	Iteration 138Q: 3 clusters Score -5785292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5785314.500000 Penalty: 5245.631836
	Iteration 139Q: 3 clusters Score -5785314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5785314.500000 Penalty: 5245.631836
	Iteration 140F: 3 clusters Score -5785314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -5785324.500000 Penalty: 5245.631836
	Iteration 141Q: 3 clusters Score -5785324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5785312.000000 Penalty: 5245.631836
	Iteration 142Q: 3 clusters Score -5785312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5785319.500000 Penalty: 5245.631836
	Iteration 143Q: 3 clusters Score -5785320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5785315.500000 Penalty: 5245.631836
	Iteration 144Q: 3 clusters Score -5785316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5785319.000000 Penalty: 5245.631836
	Iteration 145Q: 3 clusters Score -5785319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5785321.500000 Penalty: 5245.631836
	Iteration 146Q: 3 clusters Score -5785322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5785318.500000 Penalty: 5245.631836
	Iteration 147Q: 3 clusters Score -5785318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5785308.500000 Penalty: 5245.631836
	Iteration 148Q: 3 clusters Score -5785308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5785314.500000 Penalty: 5245.631836
	Iteration 149Q: 3 clusters Score -5785314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -5785320.500000 Penalty: 5245.631836
	Iteration 150Q: 3 clusters Score -5785320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -5785319.500000 Penalty: 5245.631836
	Iteration 151Q: 3 clusters Score -5785320 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5785328 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5785356 nChanged 41
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Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5785358 nChanged 37
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Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 9503 members 
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	Iteration 156Q: 3 clusters Score -5785356 nChanged 40
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Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 9467 members 
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	Iteration 157Q: 3 clusters Score -5785355 nChanged 44
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Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 9433 members 
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	Iteration 158Q: 3 clusters Score -5785348 nChanged 48
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	Iteration 159Q: 3 clusters Score -5785344 nChanged 50
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Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 9345 members 
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	Iteration 160F: 3 clusters Score -5785351 nChanged 49
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Mstep: Class 1 contains 29878 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5785356 nChanged 41
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Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 9265 members 
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	Iteration 162Q: 3 clusters Score -5785366 nChanged 43
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	Iteration 163Q: 3 clusters Score -5785372 nChanged 62
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Mstep: Class 2 contains 9172 members 
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	Iteration 165Q: 3 clusters Score -5785396 nChanged 69
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	Iteration 166Q: 3 clusters Score -5785419 nChanged 55
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	Iteration 167Q: 3 clusters Score -5785426 nChanged 44
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Mstep: Class 1 contains 30205 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5785432 nChanged 64
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Mstep: Class 1 contains 30263 members 
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	Iteration 169Q: 3 clusters Score -5785446 nChanged 75
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	Iteration 171Q: 3 clusters Score -5785479 nChanged 99
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5785522 nChanged 99
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	Iteration 173Q: 3 clusters Score -5785535 nChanged 110
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Mstep: Class 1 contains 30657 members 
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	Iteration 174Q: 3 clusters Score -5785563 nChanged 109
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	Iteration 176Q: 3 clusters Score -5785606 nChanged 131
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	Iteration 177Q: 3 clusters Score -5785644 nChanged 124
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	Iteration 180F: 3 clusters Score -5785730 nChanged 144
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Mstep: Class 2 contains 7922 members 
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Mstep: Class 1 contains 31944 members 
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Mstep: Class 1 contains 31958 members 
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Mstep: Class 1 contains 31920 members 
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	Iteration 198Q: 3 clusters Score -5786366 nChanged 284
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	Iteration 199Q: 3 clusters Score -5786510 nChanged 279
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	Iteration 200F: 3 clusters Score -5786588 nChanged 230
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5786716 nChanged 231
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	Iteration 202Q: 3 clusters Score -5786772 nChanged 185
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	Iteration 203Q: 3 clusters Score -5786814 nChanged 160
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	Iteration 204Q: 3 clusters Score -5786845 nChanged 111
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	Iteration 205Q: 3 clusters Score -5786882 nChanged 87
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	Iteration 206Q: 3 clusters Score -5786894 nChanged 76
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	Iteration 207Q: 3 clusters Score -5786904 nChanged 47
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	Iteration 208Q: 3 clusters Score -5786898 nChanged 39
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	Iteration 209Q: 3 clusters Score -5786910 nChanged 28
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	Iteration 210Q: 3 clusters Score -5786904 nChanged 32
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5786903 nChanged 22
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	Iteration 212Q: 3 clusters Score -5786909 nChanged 24
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	Iteration 213Q: 3 clusters Score -5786916 nChanged 22
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5786932 nChanged 20
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	Iteration 215Q: 3 clusters Score -5786934 nChanged 13
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	Iteration 216Q: 3 clusters Score -5786924 nChanged 9
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	Iteration 217Q: 3 clusters Score -5786924 nChanged 7
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	Iteration 218Q: 3 clusters Score -5786928 nChanged 8
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	Iteration 219Q: 3 clusters Score -5786932 nChanged 10
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	Iteration 220F: 3 clusters Score -5786929 nChanged 5
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	Iteration 221Q: 3 clusters Score -5786936 nChanged 2
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	Iteration 222Q: 3 clusters Score -5786934 nChanged 1
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	Iteration 223Q: 3 clusters Score -5786938 nChanged 1
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	Iteration 224Q: 3 clusters Score -5786934 nChanged 4
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	Iteration 225Q: 3 clusters Score -5786938 nChanged 6
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	Iteration 226Q: 3 clusters Score -5786942 nChanged 6
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	Iteration 227Q: 3 clusters Score -5786940 nChanged 8
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	Iteration 228Q: 3 clusters Score -5786934 nChanged 9
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	Iteration 229Q: 3 clusters Score -5786940 nChanged 3
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	Iteration 230Q: 3 clusters Score -5786936 nChanged 2
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	Iteration 231Q: 3 clusters Score -5786936 nChanged 1
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	Iteration 232Q: 3 clusters Score -5786934 nChanged 1
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	Iteration 233Q: 3 clusters Score -5786935 nChanged 2
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	Iteration 234Q: 3 clusters Score -5786936 nChanged 1
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	Iteration 235Q: 3 clusters Score -5786940 nChanged 3
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	Iteration 236Q: 3 clusters Score -5786943 nChanged 3
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	Iteration 237Q: 3 clusters Score -5786935 nChanged 5
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	Iteration 238Q: 3 clusters Score -5786939 nChanged 1
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	Iteration 239Q: 3 clusters Score -5786940 nChanged 1
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	Iteration 240F: 3 clusters Score -5786941 nChanged 1
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	Iteration 241Q: 3 clusters Score -5786934 nChanged 2
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	Iteration 242Q: 3 clusters Score -5786935 nChanged 0
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	Iteration 243F: 3 clusters Score -5786935 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4810 members 
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Mstep: Class 10 contains 13519 members 
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Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Entering Unmasked Estep 
Score: -120258640.000000 Penalty: 94347.703125
Splitting cluster 7 changes total score from -120230608.000000 to -120258640.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (106425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106425 members 
Entering Unmasked Estep 
Score: -16591556.000000 Penalty: 2870.648438
	Iteration 0F: 2 clusters Score -1.659156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -16523241.000000 Penalty: 5741.296875
	Iteration 0F: 3 clusters Score -1.652324e+07 nChanged 50480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -16553431.000000 Penalty: 5741.296875
	Iteration 1F: 3 clusters Score -1.655343e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -16555555.000000 Penalty: 5741.296875
	Iteration 2Q: 3 clusters Score -1.655556e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -16557825.000000 Penalty: 5741.296875
	Iteration 3Q: 3 clusters Score -1.655782e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -16560014.000000 Penalty: 5741.296875
	Iteration 4F: 3 clusters Score -1.656001e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -16562044.000000 Penalty: 5741.296875
	Iteration 5Q: 3 clusters Score -1.656204e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -16563784.000000 Penalty: 5741.296875
	Iteration 6Q: 3 clusters Score -1.656378e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -16565644.000000 Penalty: 5741.296875
	Iteration 7Q: 3 clusters Score -1.656564e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -16567525.000000 Penalty: 5741.296875
	Iteration 8Q: 3 clusters Score -1.656752e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -16569440.000000 Penalty: 5741.296875
	Iteration 9Q: 3 clusters Score -1.656944e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -16571471.000000 Penalty: 5741.296875
	Iteration 10Q: 3 clusters Score -1.657147e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -16573650.000000 Penalty: 5741.296875
	Iteration 11Q: 3 clusters Score -1.657365e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -16576249.000000 Penalty: 5741.296875
	Iteration 12Q: 3 clusters Score -1.657625e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -16578972.000000 Penalty: 5741.296875
	Iteration 13Q: 3 clusters Score -1.657897e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -16581641.000000 Penalty: 5741.296875
	Iteration 14Q: 3 clusters Score -1.658164e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -16583988.000000 Penalty: 5741.296875
	Iteration 15Q: 3 clusters Score -1.658399e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -16585901.000000 Penalty: 5741.296875
	Iteration 16Q: 3 clusters Score -1.65859e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -16587273.000000 Penalty: 5741.296875
	Iteration 17Q: 3 clusters Score -1.658727e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -16588019.000000 Penalty: 5741.296875
	Iteration 18Q: 3 clusters Score -1.658802e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16588567.000000 Penalty: 5741.296875
	Iteration 19Q: 3 clusters Score -1.658857e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -16588869.000000 Penalty: 5741.296875
	Iteration 20F: 3 clusters Score -1.658887e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16589053.000000 Penalty: 5741.296875
	Iteration 21Q: 3 clusters Score -1.658905e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16589178.000000 Penalty: 5741.296875
	Iteration 22Q: 3 clusters Score -1.658918e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16589273.000000 Penalty: 5741.296875
	Iteration 23Q: 3 clusters Score -1.658927e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16589312.000000 Penalty: 5741.296875
	Iteration 24Q: 3 clusters Score -1.658931e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16589371.000000 Penalty: 5741.296875
	Iteration 25Q: 3 clusters Score -1.658937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16589389.000000 Penalty: 5741.296875
	Iteration 26Q: 3 clusters Score -1.658939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -16589389.000000 Penalty: 5741.296875
	Iteration 27Q: 3 clusters Score -1.658939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16589411.000000 Penalty: 5741.296875
	Iteration 28Q: 3 clusters Score -1.658941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16589427.000000 Penalty: 5741.296875
	Iteration 29Q: 3 clusters Score -1.658943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16589433.000000 Penalty: 5741.296875
	Iteration 30Q: 3 clusters Score -1.658943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16589455.000000 Penalty: 5741.296875
	Iteration 31Q: 3 clusters Score -1.658946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16589471.000000 Penalty: 5741.296875
	Iteration 32Q: 3 clusters Score -1.658947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105396 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16589468.000000 Penalty: 5741.296875
	Iteration 33Q: 3 clusters Score -1.658947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16589472.000000 Penalty: 5741.296875
	Iteration 34Q: 3 clusters Score -1.658947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16589504.000000 Penalty: 5741.296875
	Iteration 35Q: 3 clusters Score -1.65895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16589492.000000 Penalty: 5741.296875
	Iteration 36Q: 3 clusters Score -1.658949e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16589520.000000 Penalty: 5741.296875
	Iteration 37Q: 3 clusters Score -1.658952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16589537.000000 Penalty: 5741.296875
	Iteration 38Q: 3 clusters Score -1.658954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16589546.000000 Penalty: 5741.296875
	Iteration 39Q: 3 clusters Score -1.658955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16589557.000000 Penalty: 5741.296875
	Iteration 40F: 3 clusters Score -1.658956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16589578.000000 Penalty: 5741.296875
	Iteration 41Q: 3 clusters Score -1.658958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16589580.000000 Penalty: 5741.296875
	Iteration 42Q: 3 clusters Score -1.658958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -16589594.000000 Penalty: 5741.296875
	Iteration 43Q: 3 clusters Score -1.658959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16589623.000000 Penalty: 5741.296875
	Iteration 44Q: 3 clusters Score -1.658962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16589636.000000 Penalty: 5741.296875
	Iteration 45Q: 3 clusters Score -1.658964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16589644.000000 Penalty: 5741.296875
	Iteration 46Q: 3 clusters Score -1.658964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16589641.000000 Penalty: 5741.296875
	Iteration 47Q: 3 clusters Score -1.658964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16589663.000000 Penalty: 5741.296875
	Iteration 48Q: 3 clusters Score -1.658966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16589668.000000 Penalty: 5741.296875
	Iteration 49Q: 3 clusters Score -1.658967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16589703.000000 Penalty: 5741.296875
	Iteration 50Q: 3 clusters Score -1.65897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16589688.000000 Penalty: 5741.296875
	Iteration 51Q: 3 clusters Score -1.658969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16589718.000000 Penalty: 5741.296875
	Iteration 52Q: 3 clusters Score -1.658972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16589695.000000 Penalty: 5741.296875
	Iteration 53Q: 3 clusters Score -1.65897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16589705.000000 Penalty: 5741.296875
	Iteration 54Q: 3 clusters Score -1.65897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16589707.000000 Penalty: 5741.296875
	Iteration 55Q: 3 clusters Score -1.658971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16589708.000000 Penalty: 5741.296875
	Iteration 56Q: 3 clusters Score -1.658971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16589709.000000 Penalty: 5741.296875
	Iteration 57Q: 3 clusters Score -1.658971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16589727.000000 Penalty: 5741.296875
	Iteration 58Q: 3 clusters Score -1.658973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16589713.000000 Penalty: 5741.296875
	Iteration 59Q: 3 clusters Score -1.658971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16589710.000000 Penalty: 5741.296875
	Iteration 60F: 3 clusters Score -1.658971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16589711.000000 Penalty: 5741.296875
	Iteration 61Q: 3 clusters Score -1.658971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16589708.000000 Penalty: 5741.296875
	Iteration 62Q: 3 clusters Score -1.658971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16589711.000000 Penalty: 5741.296875
	Iteration 63Q: 3 clusters Score -1.658971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16589715.000000 Penalty: 5741.296875
	Iteration 64Q: 3 clusters Score -1.658972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16589708.000000 Penalty: 5741.296875
	Iteration 65Q: 3 clusters Score -1.658971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16589715.000000 Penalty: 5741.296875
	Iteration 66Q: 3 clusters Score -1.658972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16589706.000000 Penalty: 5741.296875
	Iteration 67Q: 3 clusters Score -1.658971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16589702.000000 Penalty: 5741.296875
	Iteration 68Q: 3 clusters Score -1.65897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16589701.000000 Penalty: 5741.296875
	Iteration 69Q: 3 clusters Score -1.65897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16589713.000000 Penalty: 5741.296875
	Iteration 70Q: 3 clusters Score -1.658971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16589705.000000 Penalty: 5741.296875
	Iteration 71Q: 3 clusters Score -1.65897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16589715.000000 Penalty: 5741.296875
	Iteration 72Q: 3 clusters Score -1.658972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16589719.000000 Penalty: 5741.296875
	Iteration 73Q: 3 clusters Score -1.658972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16589725.000000 Penalty: 5741.296875
	Iteration 74Q: 3 clusters Score -1.658972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16589728.000000 Penalty: 5741.296875
	Iteration 75Q: 3 clusters Score -1.658973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16589728.000000 Penalty: 5741.296875
	Iteration 76Q: 3 clusters Score -1.658973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16589728.000000 Penalty: 5741.296875
	Iteration 77Q: 3 clusters Score -1.658973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16589748.000000 Penalty: 5741.296875
	Iteration 78Q: 3 clusters Score -1.658975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16589762.000000 Penalty: 5741.296875
	Iteration 79Q: 3 clusters Score -1.658976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16589784.000000 Penalty: 5741.296875
	Iteration 80F: 3 clusters Score -1.658978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16589771.000000 Penalty: 5741.296875
	Iteration 81Q: 3 clusters Score -1.658977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16589768.000000 Penalty: 5741.296875
	Iteration 82Q: 3 clusters Score -1.658977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16589773.000000 Penalty: 5741.296875
	Iteration 83Q: 3 clusters Score -1.658977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16589773.000000 Penalty: 5741.296875
	Iteration 84Q: 3 clusters Score -1.658977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16589780.000000 Penalty: 5741.296875
	Iteration 85Q: 3 clusters Score -1.658978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16589788.000000 Penalty: 5741.296875
	Iteration 86Q: 3 clusters Score -1.658979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16589772.000000 Penalty: 5741.296875
	Iteration 87Q: 3 clusters Score -1.658977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16589788.000000 Penalty: 5741.296875
	Iteration 88Q: 3 clusters Score -1.658979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16589799.000000 Penalty: 5741.296875
	Iteration 89Q: 3 clusters Score -1.65898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16589780.000000 Penalty: 5741.296875
	Iteration 90Q: 3 clusters Score -1.658978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16589790.000000 Penalty: 5741.296875
	Iteration 91Q: 3 clusters Score -1.658979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16589787.000000 Penalty: 5741.296875
	Iteration 92Q: 3 clusters Score -1.658979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16589805.000000 Penalty: 5741.296875
	Iteration 93Q: 3 clusters Score -1.65898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16589836.000000 Penalty: 5741.296875
	Iteration 94Q: 3 clusters Score -1.658984e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16589838.000000 Penalty: 5741.296875
	Iteration 95Q: 3 clusters Score -1.658984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16589853.000000 Penalty: 5741.296875
	Iteration 96Q: 3 clusters Score -1.658985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16589850.000000 Penalty: 5741.296875
	Iteration 97Q: 3 clusters Score -1.658985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16589873.000000 Penalty: 5741.296875
	Iteration 98Q: 3 clusters Score -1.658987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16589880.000000 Penalty: 5741.296875
	Iteration 99Q: 3 clusters Score -1.658988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16589893.000000 Penalty: 5741.296875
	Iteration 100F: 3 clusters Score -1.658989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -16589887.000000 Penalty: 5741.296875
	Iteration 101Q: 3 clusters Score -1.658989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16589897.000000 Penalty: 5741.296875
	Iteration 102Q: 3 clusters Score -1.65899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16589904.000000 Penalty: 5741.296875
	Iteration 103Q: 3 clusters Score -1.65899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16589906.000000 Penalty: 5741.296875
	Iteration 104Q: 3 clusters Score -1.658991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16589914.000000 Penalty: 5741.296875
	Iteration 105Q: 3 clusters Score -1.658991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105454 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16589911.000000 Penalty: 5741.296875
	Iteration 106Q: 3 clusters Score -1.658991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16589911.000000 Penalty: 5741.296875
	Iteration 107Q: 3 clusters Score -1.658991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16589910.000000 Penalty: 5741.296875
	Iteration 108Q: 3 clusters Score -1.658991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16589903.000000 Penalty: 5741.296875
	Iteration 109Q: 3 clusters Score -1.65899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16589902.000000 Penalty: 5741.296875
	Iteration 110Q: 3 clusters Score -1.65899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16589902.000000 Penalty: 5741.296875
	Iteration 111F: 3 clusters Score -1.65899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -84633.695312 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -84633.7 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 320 members 
Entering Unmasked Estep 
Score: -83295.242188 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -83295.24 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84213.179688 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -84213.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84727.335938 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -84727.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84985.703125 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -84985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85131.398438 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -85131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85199.156250 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -85199.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85265.914062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -85265.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85286.750000 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -85286.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85296.812500 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -85296.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85299.328125 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -85299.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85300.148438 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -85300.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85301.789062 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -85301.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85302.531250 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -85302.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85306.007812 Penalty: 3246.493408
	Iteration 13F: 3 clusters Score -85306.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -85353.531250 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -85353.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85380.039062 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -85380.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85392.398438 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -85392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85397.234375 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -85397.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85404.875000 Penalty: 3246.493408
	Iteration 18F: 3 clusters Score -85404.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85458.406250 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -85458.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85486.906250 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -85486.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85606.750000 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -85606.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85627.906250 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -85627.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85632.882812 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -85632.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85634.312500 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -85634.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85640.679688 Penalty: 3246.493408
	Iteration 25F: 3 clusters Score -85640.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85689.062500 Penalty: 3246.493408
	Iteration 26Q: 3 clusters Score -85689.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85698.484375 Penalty: 3246.493408
	Iteration 27Q: 3 clusters Score -85698.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85703.453125 Penalty: 3246.493408
	Iteration 28Q: 3 clusters Score -85703.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85704.718750 Penalty: 3246.493408
	Iteration 29Q: 3 clusters Score -85704.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85704.718750 Penalty: 3246.493408
	Iteration 30F: 3 clusters Score -85704.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 25614 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Entering Unmasked Estep 
Score: -120257968.000000 Penalty: 97717.265625
Splitting cluster 9 changes total score from -120230608.000000 to -120257968.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (13519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Entering Unmasked Estep 
Score: -2026928.250000 Penalty: 2358.939209
	Iteration 0F: 2 clusters Score -2026928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2017051.375000 Penalty: 4717.878418
	Iteration 0F: 3 clusters Score -2017051 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2020273.125000 Penalty: 4717.878418
	Iteration 1F: 3 clusters Score -2020273 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2020850.750000 Penalty: 4717.878418
	Iteration 2F: 3 clusters Score -2020851 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2021427.875000 Penalty: 4717.878418
	Iteration 3F: 3 clusters Score -2021428 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2021960.125000 Penalty: 4717.878418
	Iteration 4F: 3 clusters Score -2021960 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2022561.625000 Penalty: 4717.878418
	Iteration 5F: 3 clusters Score -2022562 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2023274.375000 Penalty: 4717.878418
	Iteration 6F: 3 clusters Score -2023274 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2024170.500000 Penalty: 4717.878418
	Iteration 7F: 3 clusters Score -2024170 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2025102.500000 Penalty: 4717.878418
	Iteration 8F: 3 clusters Score -2025102 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2025701.750000 Penalty: 4717.878418
	Iteration 9F: 3 clusters Score -2025702 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2025957.125000 Penalty: 4717.878418
	Iteration 10Q: 3 clusters Score -2025957 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2026065.250000 Penalty: 4717.878418
	Iteration 11Q: 3 clusters Score -2026065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2026123.500000 Penalty: 4717.878418
	Iteration 12Q: 3 clusters Score -2026124 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2026161.625000 Penalty: 4717.878418
	Iteration 13Q: 3 clusters Score -2026162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2026193.125000 Penalty: 4717.878418
	Iteration 14Q: 3 clusters Score -2026193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2026199.750000 Penalty: 4717.878418
	Iteration 15Q: 3 clusters Score -2026200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2026223.500000 Penalty: 4717.878418
	Iteration 16Q: 3 clusters Score -2026224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2026230.625000 Penalty: 4717.878418
	Iteration 17Q: 3 clusters Score -2026231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2026241.625000 Penalty: 4717.878418
	Iteration 18Q: 3 clusters Score -2026242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2026255.125000 Penalty: 4717.878418
	Iteration 19Q: 3 clusters Score -2026255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2026257.625000 Penalty: 4717.878418
	Iteration 20F: 3 clusters Score -2026258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2026259.875000 Penalty: 4717.878418
	Iteration 21Q: 3 clusters Score -2026260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2026257.500000 Penalty: 4717.878418
	Iteration 22Q: 3 clusters Score -2026258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2026257.250000 Penalty: 4717.878418
	Iteration 23Q: 3 clusters Score -2026257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2026256.375000 Penalty: 4717.878418
	Iteration 24Q: 3 clusters Score -2026256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2026258.125000 Penalty: 4717.878418
	Iteration 25Q: 3 clusters Score -2026258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2026260.500000 Penalty: 4717.878418
	Iteration 26Q: 3 clusters Score -2026260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2026259.625000 Penalty: 4717.878418
	Iteration 27Q: 3 clusters Score -2026260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2026263.000000 Penalty: 4717.878418
	Iteration 28Q: 3 clusters Score -2026263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2026260.125000 Penalty: 4717.878418
	Iteration 29Q: 3 clusters Score -2026260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2026257.625000 Penalty: 4717.878418
	Iteration 30Q: 3 clusters Score -2026258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2026257.125000 Penalty: 4717.878418
	Iteration 31Q: 3 clusters Score -2026257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2026258.750000 Penalty: 4717.878418
	Iteration 32Q: 3 clusters Score -2026259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2026257.375000 Penalty: 4717.878418
	Iteration 33Q: 3 clusters Score -2026257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2026257.375000 Penalty: 4717.878418
	Iteration 34F: 3 clusters Score -2026257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Entering Unmasked Estep 
Score: -2217634.250000 Penalty: 2357.301025
	Iteration 0F: 2 clusters Score -2217634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2207767.500000 Penalty: 4714.602051
	Iteration 0F: 3 clusters Score -2207768 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2210841.750000 Penalty: 4714.602051
	Iteration 1F: 3 clusters Score -2210842 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2211147.500000 Penalty: 4714.602051
	Iteration 2F: 3 clusters Score -2211148 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2211347.750000 Penalty: 4714.602051
	Iteration 3Q: 3 clusters Score -2211348 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2211507.500000 Penalty: 4714.602051
	Iteration 4Q: 3 clusters Score -2211508 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2211636.750000 Penalty: 4714.602051
	Iteration 5Q: 3 clusters Score -2211637 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2211775.250000 Penalty: 4714.602051
	Iteration 6Q: 3 clusters Score -2211775 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2211921.250000 Penalty: 4714.602051
	Iteration 7Q: 3 clusters Score -2211921 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2212104.500000 Penalty: 4714.602051
	Iteration 8Q: 3 clusters Score -2212104 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2212362.500000 Penalty: 4714.602051
	Iteration 9Q: 3 clusters Score -2212362 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2212685.500000 Penalty: 4714.602051
	Iteration 10Q: 3 clusters Score -2212686 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2213050.750000 Penalty: 4714.602051
	Iteration 11Q: 3 clusters Score -2213051 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2213461.500000 Penalty: 4714.602051
	Iteration 12Q: 3 clusters Score -2213462 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2213897.750000 Penalty: 4714.602051
	Iteration 13Q: 3 clusters Score -2213898 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2214277.000000 Penalty: 4714.602051
	Iteration 14Q: 3 clusters Score -2214277 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2214630.500000 Penalty: 4714.602051
	Iteration 15Q: 3 clusters Score -2214630 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2214895.750000 Penalty: 4714.602051
	Iteration 16Q: 3 clusters Score -2214896 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2215093.000000 Penalty: 4714.602051
	Iteration 17Q: 3 clusters Score -2215093 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2215241.250000 Penalty: 4714.602051
	Iteration 18Q: 3 clusters Score -2215241 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2215344.000000 Penalty: 4714.602051
	Iteration 19Q: 3 clusters Score -2215344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2215417.750000 Penalty: 4714.602051
	Iteration 20F: 3 clusters Score -2215418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2215463.000000 Penalty: 4714.602051
	Iteration 21Q: 3 clusters Score -2215463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2215489.750000 Penalty: 4714.602051
	Iteration 22Q: 3 clusters Score -2215490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2215504.000000 Penalty: 4714.602051
	Iteration 23Q: 3 clusters Score -2215504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2215511.250000 Penalty: 4714.602051
	Iteration 24Q: 3 clusters Score -2215511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2215516.750000 Penalty: 4714.602051
	Iteration 25Q: 3 clusters Score -2215517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2215523.750000 Penalty: 4714.602051
	Iteration 26Q: 3 clusters Score -2215524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2215535.000000 Penalty: 4714.602051
	Iteration 27Q: 3 clusters Score -2215535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2215540.000000 Penalty: 4714.602051
	Iteration 28Q: 3 clusters Score -2215540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2215543.500000 Penalty: 4714.602051
	Iteration 29Q: 3 clusters Score -2215544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2215547.750000 Penalty: 4714.602051
	Iteration 30Q: 3 clusters Score -2215548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2215547.750000 Penalty: 4714.602051
	Iteration 31Q: 3 clusters Score -2215548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2215547.750000 Penalty: 4714.602051
	Iteration 32F: 3 clusters Score -2215548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -3723375.000000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -3723375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3705575.000000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -3705575 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3712937.750000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -3712938 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3714826.750000 Penalty: 5034.843750
	Iteration 2F: 3 clusters Score -3714827 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3717129.000000 Penalty: 5034.843750
	Iteration 3F: 3 clusters Score -3717129 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3719212.500000 Penalty: 5034.843750
	Iteration 4F: 3 clusters Score -3719212 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3720978.750000 Penalty: 5034.843750
	Iteration 5F: 3 clusters Score -3720979 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3722416.250000 Penalty: 5034.843750
	Iteration 6F: 3 clusters Score -3722416 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3723460.500000 Penalty: 5034.843750
	Iteration 7Q: 3 clusters Score -3723460 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3724241.250000 Penalty: 5034.843750
	Iteration 8Q: 3 clusters Score -3724241 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3724849.750000 Penalty: 5034.843750
	Iteration 9Q: 3 clusters Score -3724850 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3725253.000000 Penalty: 5034.843750
	Iteration 10Q: 3 clusters Score -3725253 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3725483.000000 Penalty: 5034.843750
	Iteration 11Q: 3 clusters Score -3725483 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3725615.000000 Penalty: 5034.843750
	Iteration 12Q: 3 clusters Score -3725615 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3725712.000000 Penalty: 5034.843750
	Iteration 13Q: 3 clusters Score -3725712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3725768.250000 Penalty: 5034.843750
	Iteration 14Q: 3 clusters Score -3725768 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3725827.500000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -3725828 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3725874.750000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -3725875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3725885.250000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -3725885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3725910.250000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -3725910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3725945.500000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -3725946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3725972.250000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -3725972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3725999.750000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -3726000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3726010.750000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -3726011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3726025.500000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -3726026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3726025.000000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -3726025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3726035.750000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -3726036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3726030.500000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -3726030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3726029.500000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -3726030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3726029.000000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -3726029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3726026.750000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -3726027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3726023.000000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -3726023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3726025.750000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -3726026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3726021.500000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -3726022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3726022.250000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -3726022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3726024.750000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -3726025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3726023.500000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -3726024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3726025.000000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -3726025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3726026.250000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -3726026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3726023.000000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -3726023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3726024.250000 Penalty: 5034.843750
	Iteration 39Q: 3 clusters Score -3726024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3726024.000000 Penalty: 5034.843750
	Iteration 40F: 3 clusters Score -3726024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3726025.750000 Penalty: 5034.843750
	Iteration 41Q: 3 clusters Score -3726026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3726030.000000 Penalty: 5034.843750
	Iteration 42Q: 3 clusters Score -3726030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3726034.000000 Penalty: 5034.843750
	Iteration 43Q: 3 clusters Score -3726034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3726040.000000 Penalty: 5034.843750
	Iteration 44Q: 3 clusters Score -3726040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3726041.500000 Penalty: 5034.843750
	Iteration 45Q: 3 clusters Score -3726042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3726042.500000 Penalty: 5034.843750
	Iteration 46Q: 3 clusters Score -3726042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3726039.750000 Penalty: 5034.843750
	Iteration 47Q: 3 clusters Score -3726040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3726043.250000 Penalty: 5034.843750
	Iteration 48Q: 3 clusters Score -3726043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3726040.000000 Penalty: 5034.843750
	Iteration 49Q: 3 clusters Score -3726040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3726042.250000 Penalty: 5034.843750
	Iteration 50Q: 3 clusters Score -3726042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3726041.000000 Penalty: 5034.843750
	Iteration 51Q: 3 clusters Score -3726041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3726041.000000 Penalty: 5034.843750
	Iteration 52F: 3 clusters Score -3726041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 130147 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Entering Unmasked Estep 
Score: -120259648.000000 Penalty: 101086.828125
Splitting cluster 12 changes total score from -120230608.000000 to -120259648.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (59739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Entering Unmasked Estep 
Score: -9276314.000000 Penalty: 2727.439697
	Iteration 0F: 2 clusters Score -9276314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -9236543.000000 Penalty: 5454.879395
	Iteration 0F: 3 clusters Score -9236543 nChanged 27721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -9252482.000000 Penalty: 5454.879395
	Iteration 1F: 3 clusters Score -9252482 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -9253511.000000 Penalty: 5454.879395
	Iteration 2Q: 3 clusters Score -9253511 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -9254839.000000 Penalty: 5454.879395
	Iteration 3Q: 3 clusters Score -9254839 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -9256336.000000 Penalty: 5454.879395
	Iteration 4F: 3 clusters Score -9256336 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -9257997.000000 Penalty: 5454.879395
	Iteration 5F: 3 clusters Score -9257997 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9259806.000000 Penalty: 5454.879395
	Iteration 6F: 3 clusters Score -9259806 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -9261476.000000 Penalty: 5454.879395
	Iteration 7F: 3 clusters Score -9261476 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -9263092.000000 Penalty: 5454.879395
	Iteration 8F: 3 clusters Score -9263092 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -9264568.000000 Penalty: 5454.879395
	Iteration 9Q: 3 clusters Score -9264568 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -9266105.000000 Penalty: 5454.879395
	Iteration 10Q: 3 clusters Score -9266105 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -9267559.000000 Penalty: 5454.879395
	Iteration 11Q: 3 clusters Score -9267559 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -9268927.000000 Penalty: 5454.879395
	Iteration 12Q: 3 clusters Score -9268927 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -9270247.000000 Penalty: 5454.879395
	Iteration 13Q: 3 clusters Score -9270247 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -9271409.000000 Penalty: 5454.879395
	Iteration 14Q: 3 clusters Score -9271409 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9272455.000000 Penalty: 5454.879395
	Iteration 15Q: 3 clusters Score -9272455 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -9273219.000000 Penalty: 5454.879395
	Iteration 16Q: 3 clusters Score -9273219 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9273739.000000 Penalty: 5454.879395
	Iteration 17Q: 3 clusters Score -9273739 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -9274020.000000 Penalty: 5454.879395
	Iteration 18Q: 3 clusters Score -9274020 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9274273.000000 Penalty: 5454.879395
	Iteration 19Q: 3 clusters Score -9274273 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9274360.000000 Penalty: 5454.879395
	Iteration 20F: 3 clusters Score -9274360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9274444.000000 Penalty: 5454.879395
	Iteration 21Q: 3 clusters Score -9274444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9274521.000000 Penalty: 5454.879395
	Iteration 22Q: 3 clusters Score -9274521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9274594.000000 Penalty: 5454.879395
	Iteration 23Q: 3 clusters Score -9274594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9274661.000000 Penalty: 5454.879395
	Iteration 24Q: 3 clusters Score -9274661 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9274701.000000 Penalty: 5454.879395
	Iteration 25Q: 3 clusters Score -9274701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9274710.000000 Penalty: 5454.879395
	Iteration 26Q: 3 clusters Score -9274710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9274729.000000 Penalty: 5454.879395
	Iteration 27Q: 3 clusters Score -9274729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9274738.000000 Penalty: 5454.879395
	Iteration 28Q: 3 clusters Score -9274738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9274759.000000 Penalty: 5454.879395
	Iteration 29Q: 3 clusters Score -9274759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9274762.000000 Penalty: 5454.879395
	Iteration 30Q: 3 clusters Score -9274762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9274754.000000 Penalty: 5454.879395
	Iteration 31Q: 3 clusters Score -9274754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9274759.000000 Penalty: 5454.879395
	Iteration 32Q: 3 clusters Score -9274759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9274756.000000 Penalty: 5454.879395
	Iteration 33Q: 3 clusters Score -9274756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9274768.000000 Penalty: 5454.879395
	Iteration 34Q: 3 clusters Score -9274768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9274768.000000 Penalty: 5454.879395
	Iteration 35Q: 3 clusters Score -9274768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9274778.000000 Penalty: 5454.879395
	Iteration 36Q: 3 clusters Score -9274778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9274772.000000 Penalty: 5454.879395
	Iteration 37Q: 3 clusters Score -9274772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9274768.000000 Penalty: 5454.879395
	Iteration 38Q: 3 clusters Score -9274768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9274778.000000 Penalty: 5454.879395
	Iteration 39Q: 3 clusters Score -9274778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9274774.000000 Penalty: 5454.879395
	Iteration 40F: 3 clusters Score -9274774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9274781.000000 Penalty: 5454.879395
	Iteration 41Q: 3 clusters Score -9274781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9274782.000000 Penalty: 5454.879395
	Iteration 42Q: 3 clusters Score -9274782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9274771.000000 Penalty: 5454.879395
	Iteration 43Q: 3 clusters Score -9274771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9274775.000000 Penalty: 5454.879395
	Iteration 44Q: 3 clusters Score -9274775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9274774.000000 Penalty: 5454.879395
	Iteration 45Q: 3 clusters Score -9274774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9274769.000000 Penalty: 5454.879395
	Iteration 46Q: 3 clusters Score -9274769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9274769.000000 Penalty: 5454.879395
	Iteration 47F: 3 clusters Score -9274769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Entering Unmasked Estep 
Score: -20413966.000000 Penalty: 2920.552002
	Iteration 0F: 2 clusters Score -2.041397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -20348626.000000 Penalty: 5841.104004
	Iteration 0F: 3 clusters Score -2.034863e+07 nChanged 61995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -20384392.000000 Penalty: 5841.104004
	Iteration 1F: 3 clusters Score -2.038439e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -20385658.000000 Penalty: 5841.104004
	Iteration 2Q: 3 clusters Score -2.038566e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -20387256.000000 Penalty: 5841.104004
	Iteration 3Q: 3 clusters Score -2.038726e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -20389176.000000 Penalty: 5841.104004
	Iteration 4Q: 3 clusters Score -2.038918e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -20392094.000000 Penalty: 5841.104004
	Iteration 5Q: 3 clusters Score -2.039209e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -20395674.000000 Penalty: 5841.104004
	Iteration 6F: 3 clusters Score -2.039567e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -20399696.000000 Penalty: 5841.104004
	Iteration 7F: 3 clusters Score -2.03997e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -20403550.000000 Penalty: 5841.104004
	Iteration 8F: 3 clusters Score -2.040355e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -20406606.000000 Penalty: 5841.104004
	Iteration 9F: 3 clusters Score -2.040661e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -20409054.000000 Penalty: 5841.104004
	Iteration 10Q: 3 clusters Score -2.040905e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -20410894.000000 Penalty: 5841.104004
	Iteration 11Q: 3 clusters Score -2.041089e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -20412226.000000 Penalty: 5841.104004
	Iteration 12Q: 3 clusters Score -2.041223e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -20412936.000000 Penalty: 5841.104004
	Iteration 13Q: 3 clusters Score -2.041294e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -20413364.000000 Penalty: 5841.104004
	Iteration 14Q: 3 clusters Score -2.041336e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -20413894.000000 Penalty: 5841.104004
	Iteration 15Q: 3 clusters Score -2.041389e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -20414222.000000 Penalty: 5841.104004
	Iteration 16Q: 3 clusters Score -2.041422e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -20414570.000000 Penalty: 5841.104004
	Iteration 17Q: 3 clusters Score -2.041457e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -20414950.000000 Penalty: 5841.104004
	Iteration 18Q: 3 clusters Score -2.041495e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -20415432.000000 Penalty: 5841.104004
	Iteration 19Q: 3 clusters Score -2.041543e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -20415924.000000 Penalty: 5841.104004
	Iteration 20F: 3 clusters Score -2.041592e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -20416246.000000 Penalty: 5841.104004
	Iteration 21Q: 3 clusters Score -2.041625e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -20416556.000000 Penalty: 5841.104004
	Iteration 22Q: 3 clusters Score -2.041656e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -20417000.000000 Penalty: 5841.104004
	Iteration 23Q: 3 clusters Score -2.0417e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -20417280.000000 Penalty: 5841.104004
	Iteration 24Q: 3 clusters Score -2.041728e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -20417430.000000 Penalty: 5841.104004
	Iteration 25Q: 3 clusters Score -2.041743e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -20417706.000000 Penalty: 5841.104004
	Iteration 26Q: 3 clusters Score -2.041771e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -20417726.000000 Penalty: 5841.104004
	Iteration 27Q: 3 clusters Score -2.041773e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -20417714.000000 Penalty: 5841.104004
	Iteration 28Q: 3 clusters Score -2.041771e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -20417638.000000 Penalty: 5841.104004
	Iteration 29Q: 3 clusters Score -2.041764e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -20417754.000000 Penalty: 5841.104004
	Iteration 30Q: 3 clusters Score -2.041775e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -20417666.000000 Penalty: 5841.104004
	Iteration 31Q: 3 clusters Score -2.041767e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -20417734.000000 Penalty: 5841.104004
	Iteration 32Q: 3 clusters Score -2.041773e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96822 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -20417814.000000 Penalty: 5841.104004
	Iteration 33Q: 3 clusters Score -2.041781e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -20417818.000000 Penalty: 5841.104004
	Iteration 34Q: 3 clusters Score -2.041782e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -20417768.000000 Penalty: 5841.104004
	Iteration 35Q: 3 clusters Score -2.041777e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -20417900.000000 Penalty: 5841.104004
	Iteration 36Q: 3 clusters Score -2.04179e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -20417980.000000 Penalty: 5841.104004
	Iteration 37Q: 3 clusters Score -2.041798e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -20418068.000000 Penalty: 5841.104004
	Iteration 38Q: 3 clusters Score -2.041807e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -20418136.000000 Penalty: 5841.104004
	Iteration 39Q: 3 clusters Score -2.041814e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -20418326.000000 Penalty: 5841.104004
	Iteration 40F: 3 clusters Score -2.041833e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -20418302.000000 Penalty: 5841.104004
	Iteration 41Q: 3 clusters Score -2.04183e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -20418610.000000 Penalty: 5841.104004
	Iteration 42Q: 3 clusters Score -2.041861e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -20419040.000000 Penalty: 5841.104004
	Iteration 43Q: 3 clusters Score -2.041904e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -20419542.000000 Penalty: 5841.104004
	Iteration 44Q: 3 clusters Score -2.041954e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -20420162.000000 Penalty: 5841.104004
	Iteration 45Q: 3 clusters Score -2.042016e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -20420714.000000 Penalty: 5841.104004
	Iteration 46Q: 3 clusters Score -2.042071e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -20421200.000000 Penalty: 5841.104004
	Iteration 47Q: 3 clusters Score -2.04212e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -20421844.000000 Penalty: 5841.104004
	Iteration 48Q: 3 clusters Score -2.042184e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -20422376.000000 Penalty: 5841.104004
	Iteration 49Q: 3 clusters Score -2.042238e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -20422820.000000 Penalty: 5841.104004
	Iteration 50Q: 3 clusters Score -2.042282e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -20423528.000000 Penalty: 5841.104004
	Iteration 51Q: 3 clusters Score -2.042353e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -20424222.000000 Penalty: 5841.104004
	Iteration 52Q: 3 clusters Score -2.042422e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -20424976.000000 Penalty: 5841.104004
	Iteration 53Q: 3 clusters Score -2.042498e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -20425706.000000 Penalty: 5841.104004
	Iteration 54Q: 3 clusters Score -2.042571e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -20426218.000000 Penalty: 5841.104004
	Iteration 55Q: 3 clusters Score -2.042622e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -20426768.000000 Penalty: 5841.104004
	Iteration 56Q: 3 clusters Score -2.042677e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -20426974.000000 Penalty: 5841.104004
	Iteration 57Q: 3 clusters Score -2.042697e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -20427194.000000 Penalty: 5841.104004
	Iteration 58Q: 3 clusters Score -2.042719e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -20427216.000000 Penalty: 5841.104004
	Iteration 59Q: 3 clusters Score -2.042722e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115489 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -20427212.000000 Penalty: 5841.104004
	Iteration 60F: 3 clusters Score -2.042721e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -20427118.000000 Penalty: 5841.104004
	Iteration 61Q: 3 clusters Score -2.042712e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -20426968.000000 Penalty: 5841.104004
	Iteration 62Q: 3 clusters Score -2.042697e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -20426738.000000 Penalty: 5841.104004
	Iteration 63Q: 3 clusters Score -2.042674e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -20426624.000000 Penalty: 5841.104004
	Iteration 64Q: 3 clusters Score -2.042662e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -20426422.000000 Penalty: 5841.104004
	Iteration 65Q: 3 clusters Score -2.042642e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -20426252.000000 Penalty: 5841.104004
	Iteration 66Q: 3 clusters Score -2.042625e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -20426012.000000 Penalty: 5841.104004
	Iteration 67Q: 3 clusters Score -2.042601e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119755 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -20425698.000000 Penalty: 5841.104004
	Iteration 68Q: 3 clusters Score -2.04257e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120097 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -20425362.000000 Penalty: 5841.104004
	Iteration 69Q: 3 clusters Score -2.042536e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120389 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -20425088.000000 Penalty: 5841.104004
	Iteration 70Q: 3 clusters Score -2.042509e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -20424812.000000 Penalty: 5841.104004
	Iteration 71Q: 3 clusters Score -2.042481e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120916 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -20424536.000000 Penalty: 5841.104004
	Iteration 72Q: 3 clusters Score -2.042454e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -20424290.000000 Penalty: 5841.104004
	Iteration 73Q: 3 clusters Score -2.042429e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -20424066.000000 Penalty: 5841.104004
	Iteration 74Q: 3 clusters Score -2.042407e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -20423838.000000 Penalty: 5841.104004
	Iteration 75Q: 3 clusters Score -2.042384e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -20423678.000000 Penalty: 5841.104004
	Iteration 76Q: 3 clusters Score -2.042368e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121858 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -20423620.000000 Penalty: 5841.104004
	Iteration 77Q: 3 clusters Score -2.042362e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -20423514.000000 Penalty: 5841.104004
	Iteration 78Q: 3 clusters Score -2.042351e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -20423370.000000 Penalty: 5841.104004
	Iteration 79Q: 3 clusters Score -2.042337e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -20423236.000000 Penalty: 5841.104004
	Iteration 80F: 3 clusters Score -2.042324e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -20423166.000000 Penalty: 5841.104004
	Iteration 81Q: 3 clusters Score -2.042317e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -20423028.000000 Penalty: 5841.104004
	Iteration 82Q: 3 clusters Score -2.042303e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122579 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -20422930.000000 Penalty: 5841.104004
	Iteration 83Q: 3 clusters Score -2.042293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -20422774.000000 Penalty: 5841.104004
	Iteration 84Q: 3 clusters Score -2.042277e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -20422658.000000 Penalty: 5841.104004
	Iteration 85Q: 3 clusters Score -2.042266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -20422600.000000 Penalty: 5841.104004
	Iteration 86Q: 3 clusters Score -2.04226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -20422490.000000 Penalty: 5841.104004
	Iteration 87Q: 3 clusters Score -2.042249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -20422402.000000 Penalty: 5841.104004
	Iteration 88Q: 3 clusters Score -2.04224e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -20422368.000000 Penalty: 5841.104004
	Iteration 89Q: 3 clusters Score -2.042237e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -20422300.000000 Penalty: 5841.104004
	Iteration 90Q: 3 clusters Score -2.04223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123185 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -20422232.000000 Penalty: 5841.104004
	Iteration 91Q: 3 clusters Score -2.042223e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -20422168.000000 Penalty: 5841.104004
	Iteration 92Q: 3 clusters Score -2.042217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -20422122.000000 Penalty: 5841.104004
	Iteration 93Q: 3 clusters Score -2.042212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -20422102.000000 Penalty: 5841.104004
	Iteration 94Q: 3 clusters Score -2.04221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -20422052.000000 Penalty: 5841.104004
	Iteration 95Q: 3 clusters Score -2.042205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123400 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -20422024.000000 Penalty: 5841.104004
	Iteration 96Q: 3 clusters Score -2.042202e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -20421982.000000 Penalty: 5841.104004
	Iteration 97Q: 3 clusters Score -2.042198e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -20421942.000000 Penalty: 5841.104004
	Iteration 98Q: 3 clusters Score -2.042194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -20421930.000000 Penalty: 5841.104004
	Iteration 99Q: 3 clusters Score -2.042193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -20421922.000000 Penalty: 5841.104004
	Iteration 100F: 3 clusters Score -2.042192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -20421912.000000 Penalty: 5841.104004
	Iteration 101Q: 3 clusters Score -2.042191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -20421878.000000 Penalty: 5841.104004
	Iteration 102Q: 3 clusters Score -2.042188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -20421840.000000 Penalty: 5841.104004
	Iteration 103Q: 3 clusters Score -2.042184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -20421818.000000 Penalty: 5841.104004
	Iteration 104Q: 3 clusters Score -2.042182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -20421826.000000 Penalty: 5841.104004
	Iteration 105Q: 3 clusters Score -2.042183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123642 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -20421806.000000 Penalty: 5841.104004
	Iteration 106Q: 3 clusters Score -2.042181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -20421758.000000 Penalty: 5841.104004
	Iteration 107Q: 3 clusters Score -2.042176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -20421718.000000 Penalty: 5841.104004
	Iteration 108Q: 3 clusters Score -2.042172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -20421646.000000 Penalty: 5841.104004
	Iteration 109Q: 3 clusters Score -2.042165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -20421614.000000 Penalty: 5841.104004
	Iteration 110Q: 3 clusters Score -2.042161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -20421574.000000 Penalty: 5841.104004
	Iteration 111Q: 3 clusters Score -2.042157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -20421542.000000 Penalty: 5841.104004
	Iteration 112Q: 3 clusters Score -2.042154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -20421524.000000 Penalty: 5841.104004
	Iteration 113Q: 3 clusters Score -2.042152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -20421540.000000 Penalty: 5841.104004
	Iteration 114Q: 3 clusters Score -2.042154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -20421532.000000 Penalty: 5841.104004
	Iteration 115Q: 3 clusters Score -2.042153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -20421516.000000 Penalty: 5841.104004
	Iteration 116Q: 3 clusters Score -2.042152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -20421494.000000 Penalty: 5841.104004
	Iteration 117Q: 3 clusters Score -2.042149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123909 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -20421496.000000 Penalty: 5841.104004
	Iteration 118Q: 3 clusters Score -2.04215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -20421482.000000 Penalty: 5841.104004
	Iteration 119Q: 3 clusters Score -2.042148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123925 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -20421494.000000 Penalty: 5841.104004
	Iteration 120F: 3 clusters Score -2.042149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -20421482.000000 Penalty: 5841.104004
	Iteration 121Q: 3 clusters Score -2.042148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123942 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -20421456.000000 Penalty: 5841.104004
	Iteration 122Q: 3 clusters Score -2.042146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -20421476.000000 Penalty: 5841.104004
	Iteration 123Q: 3 clusters Score -2.042148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -20421474.000000 Penalty: 5841.104004
	Iteration 124Q: 3 clusters Score -2.042147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -20421474.000000 Penalty: 5841.104004
	Iteration 125Q: 3 clusters Score -2.042147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -20421460.000000 Penalty: 5841.104004
	Iteration 126Q: 3 clusters Score -2.042146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123958 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -20421468.000000 Penalty: 5841.104004
	Iteration 127Q: 3 clusters Score -2.042147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -20421464.000000 Penalty: 5841.104004
	Iteration 128Q: 3 clusters Score -2.042146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123960 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -20421462.000000 Penalty: 5841.104004
	Iteration 129Q: 3 clusters Score -2.042146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -20421462.000000 Penalty: 5841.104004
	Iteration 130Q: 3 clusters Score -2.042146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -20421458.000000 Penalty: 5841.104004
	Iteration 131Q: 3 clusters Score -2.042146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -20421460.000000 Penalty: 5841.104004
	Iteration 132Q: 3 clusters Score -2.042146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -20421450.000000 Penalty: 5841.104004
	Iteration 133Q: 3 clusters Score -2.042145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -20421434.000000 Penalty: 5841.104004
	Iteration 134Q: 3 clusters Score -2.042143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123980 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -20421448.000000 Penalty: 5841.104004
	Iteration 135Q: 3 clusters Score -2.042145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -20421442.000000 Penalty: 5841.104004
	Iteration 136Q: 3 clusters Score -2.042144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -20421424.000000 Penalty: 5841.104004
	Iteration 137Q: 3 clusters Score -2.042142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -20421434.000000 Penalty: 5841.104004
	Iteration 138Q: 3 clusters Score -2.042143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124006 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -20421438.000000 Penalty: 5841.104004
	Iteration 139Q: 3 clusters Score -2.042144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -20421422.000000 Penalty: 5841.104004
	Iteration 140F: 3 clusters Score -2.042142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -20421416.000000 Penalty: 5841.104004
	Iteration 141Q: 3 clusters Score -2.042142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -20421408.000000 Penalty: 5841.104004
	Iteration 142Q: 3 clusters Score -2.042141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -20421394.000000 Penalty: 5841.104004
	Iteration 143Q: 3 clusters Score -2.042139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124027 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -20421384.000000 Penalty: 5841.104004
	Iteration 144Q: 3 clusters Score -2.042138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -20421380.000000 Penalty: 5841.104004
	Iteration 145Q: 3 clusters Score -2.042138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -20421380.000000 Penalty: 5841.104004
	Iteration 146F: 3 clusters Score -2.042138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Entering Unmasked Estep 
Score: -120266128.000000 Penalty: 104456.382812
Splitting cluster 15 changes total score from -120230608.000000 to -120266128.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -149101.906250 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -149101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -147405.625000 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -147405.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148804.906250 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148804.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -150183.984375 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -150184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -150520.796875 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -150520.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -150613.796875 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -150613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -150673.953125 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -150674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -150690.218750 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -150690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -150703.953125 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -150704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -150712.843750 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -150712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -150715.718750 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -150715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -150717.578125 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -150717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -150718.406250 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -150718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -150730.796875 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -150730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -150744.140625 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -150744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -150769.234375 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -150769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -150795.046875 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -150795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -150798.500000 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -150798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -150802.562500 Penalty: 3490.365723
	Iteration 17F: 3 clusters Score -150802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -150808.828125 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -150808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -150811.875000 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -150811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -150814.390625 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -150814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -150816.296875 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -150816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -150816.296875 Penalty: 3490.365723
	Iteration 22F: 3 clusters Score -150816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 19964 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Entering Unmasked Estep 
Score: -120265904.000000 Penalty: 107825.945312
Splitting cluster 16 changes total score from -120230608.000000 to -120265904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (19964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Entering Unmasked Estep 
Score: -2890293.250000 Penalty: 2455.618164
	Iteration 0F: 2 clusters Score -2890293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2876155.250000 Penalty: 4911.236328
	Iteration 0F: 3 clusters Score -2876155 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2881916.750000 Penalty: 4911.236328
	Iteration 1F: 3 clusters Score -2881917 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2883613.000000 Penalty: 4911.236328
	Iteration 2F: 3 clusters Score -2883613 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2885609.750000 Penalty: 4911.236328
	Iteration 3F: 3 clusters Score -2885610 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2887199.000000 Penalty: 4911.236328
	Iteration 4F: 3 clusters Score -2887199 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2888201.750000 Penalty: 4911.236328
	Iteration 5F: 3 clusters Score -2888202 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2888845.250000 Penalty: 4911.236328
	Iteration 6F: 3 clusters Score -2888845 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2889259.500000 Penalty: 4911.236328
	Iteration 7Q: 3 clusters Score -2889260 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2889570.750000 Penalty: 4911.236328
	Iteration 8Q: 3 clusters Score -2889571 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2889821.250000 Penalty: 4911.236328
	Iteration 9Q: 3 clusters Score -2889821 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2890083.750000 Penalty: 4911.236328
	Iteration 10Q: 3 clusters Score -2890084 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2890398.750000 Penalty: 4911.236328
	Iteration 11Q: 3 clusters Score -2890399 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2890809.500000 Penalty: 4911.236328
	Iteration 12Q: 3 clusters Score -2890810 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2891373.750000 Penalty: 4911.236328
	Iteration 13Q: 3 clusters Score -2891374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2892037.250000 Penalty: 4911.236328
	Iteration 14Q: 3 clusters Score -2892037 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2892577.000000 Penalty: 4911.236328
	Iteration 15Q: 3 clusters Score -2892577 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2892891.000000 Penalty: 4911.236328
	Iteration 16Q: 3 clusters Score -2892891 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2893031.250000 Penalty: 4911.236328
	Iteration 17Q: 3 clusters Score -2893031 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2893131.250000 Penalty: 4911.236328
	Iteration 18Q: 3 clusters Score -2893131 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2893199.750000 Penalty: 4911.236328
	Iteration 19Q: 3 clusters Score -2893200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2893261.250000 Penalty: 4911.236328
	Iteration 20F: 3 clusters Score -2893261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2893292.250000 Penalty: 4911.236328
	Iteration 21Q: 3 clusters Score -2893292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2893324.250000 Penalty: 4911.236328
	Iteration 22Q: 3 clusters Score -2893324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2893344.500000 Penalty: 4911.236328
	Iteration 23Q: 3 clusters Score -2893344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2893366.750000 Penalty: 4911.236328
	Iteration 24Q: 3 clusters Score -2893367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2893386.250000 Penalty: 4911.236328
	Iteration 25Q: 3 clusters Score -2893386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2893424.500000 Penalty: 4911.236328
	Iteration 26Q: 3 clusters Score -2893424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2893541.000000 Penalty: 4911.236328
	Iteration 27Q: 3 clusters Score -2893541 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2893885.250000 Penalty: 4911.236328
	Iteration 28Q: 3 clusters Score -2893885 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2894420.750000 Penalty: 4911.236328
	Iteration 29Q: 3 clusters Score -2894421 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2894786.250000 Penalty: 4911.236328
	Iteration 30Q: 3 clusters Score -2894786 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2894955.500000 Penalty: 4911.236328
	Iteration 31Q: 3 clusters Score -2894956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2895038.250000 Penalty: 4911.236328
	Iteration 32Q: 3 clusters Score -2895038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2895091.000000 Penalty: 4911.236328
	Iteration 33Q: 3 clusters Score -2895091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2895125.750000 Penalty: 4911.236328
	Iteration 34Q: 3 clusters Score -2895126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2895140.250000 Penalty: 4911.236328
	Iteration 35Q: 3 clusters Score -2895140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2895148.250000 Penalty: 4911.236328
	Iteration 36Q: 3 clusters Score -2895148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2895150.750000 Penalty: 4911.236328
	Iteration 37Q: 3 clusters Score -2895151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2895150.250000 Penalty: 4911.236328
	Iteration 38Q: 3 clusters Score -2895150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2895145.750000 Penalty: 4911.236328
	Iteration 39Q: 3 clusters Score -2895146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2895194.000000 Penalty: 4911.236328
	Iteration 40F: 3 clusters Score -2895194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2895217.250000 Penalty: 4911.236328
	Iteration 41Q: 3 clusters Score -2895217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2895222.250000 Penalty: 4911.236328
	Iteration 42Q: 3 clusters Score -2895222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2895235.750000 Penalty: 4911.236328
	Iteration 43Q: 3 clusters Score -2895236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2895235.750000 Penalty: 4911.236328
	Iteration 44Q: 3 clusters Score -2895236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2895238.750000 Penalty: 4911.236328
	Iteration 45Q: 3 clusters Score -2895239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2895234.750000 Penalty: 4911.236328
	Iteration 46Q: 3 clusters Score -2895235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2895231.000000 Penalty: 4911.236328
	Iteration 47Q: 3 clusters Score -2895231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2895234.000000 Penalty: 4911.236328
	Iteration 48Q: 3 clusters Score -2895234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2895234.250000 Penalty: 4911.236328
	Iteration 49Q: 3 clusters Score -2895234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2895234.250000 Penalty: 4911.236328
	Iteration 50F: 3 clusters Score -2895234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 13744 members 
Entering Unmasked Estep 
Score: -120270496.000000 Penalty: 111195.507812
Splitting cluster 17 changes total score from -120230608.000000 to -120270496.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -139798.921875 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -139798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138268.781250 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -138268.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -140008.453125 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -140008.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -141183.671875 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -141183.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -141498.015625 Penalty: 3425.253662
	Iteration 3F: 3 clusters Score -141498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -141562.421875 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -141562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141578.140625 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -141578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -141581.234375 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -141581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141584.640625 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -141584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141584.640625 Penalty: 3425.253662
	Iteration 8F: 3 clusters Score -141584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 13744 members 
Mstep: Class 34 contains 222 members 
Entering Unmasked Estep 
Score: -120270584.000000 Penalty: 114565.070312
Splitting cluster 18 changes total score from -120230608.000000 to -120270584.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (38994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Entering Unmasked Estep 
Score: -5701617.500000 Penalty: 2621.648438
	Iteration 0F: 2 clusters Score -5701618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5675321.500000 Penalty: 5243.296875
	Iteration 0F: 3 clusters Score -5675322 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -5686070.000000 Penalty: 5243.296875
	Iteration 1F: 3 clusters Score -5686070 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5688592.500000 Penalty: 5243.296875
	Iteration 2F: 3 clusters Score -5688592 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5692315.500000 Penalty: 5243.296875
	Iteration 3F: 3 clusters Score -5692316 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5695948.500000 Penalty: 5243.296875
	Iteration 4F: 3 clusters Score -5695948 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5698253.500000 Penalty: 5243.296875
	Iteration 5F: 3 clusters Score -5698254 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5699458.500000 Penalty: 5243.296875
	Iteration 6F: 3 clusters Score -5699458 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5700146.500000 Penalty: 5243.296875
	Iteration 7Q: 3 clusters Score -5700146 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5700547.000000 Penalty: 5243.296875
	Iteration 8Q: 3 clusters Score -5700547 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5700835.000000 Penalty: 5243.296875
	Iteration 9Q: 3 clusters Score -5700835 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5701043.000000 Penalty: 5243.296875
	Iteration 10Q: 3 clusters Score -5701043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5701163.000000 Penalty: 5243.296875
	Iteration 11Q: 3 clusters Score -5701163 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5701275.000000 Penalty: 5243.296875
	Iteration 12Q: 3 clusters Score -5701275 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5701364.500000 Penalty: 5243.296875
	Iteration 13Q: 3 clusters Score -5701364 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5701432.500000 Penalty: 5243.296875
	Iteration 14Q: 3 clusters Score -5701432 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5701473.000000 Penalty: 5243.296875
	Iteration 15Q: 3 clusters Score -5701473 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5701516.500000 Penalty: 5243.296875
	Iteration 16Q: 3 clusters Score -5701516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5701567.000000 Penalty: 5243.296875
	Iteration 17Q: 3 clusters Score -5701567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5701587.000000 Penalty: 5243.296875
	Iteration 18Q: 3 clusters Score -5701587 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5701610.500000 Penalty: 5243.296875
	Iteration 19Q: 3 clusters Score -5701610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5701630.500000 Penalty: 5243.296875
	Iteration 20F: 3 clusters Score -5701630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5701646.500000 Penalty: 5243.296875
	Iteration 21Q: 3 clusters Score -5701646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5701658.000000 Penalty: 5243.296875
	Iteration 22Q: 3 clusters Score -5701658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5701681.500000 Penalty: 5243.296875
	Iteration 23Q: 3 clusters Score -5701682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5701679.000000 Penalty: 5243.296875
	Iteration 24Q: 3 clusters Score -5701679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5701671.000000 Penalty: 5243.296875
	Iteration 25Q: 3 clusters Score -5701671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5701674.000000 Penalty: 5243.296875
	Iteration 26Q: 3 clusters Score -5701674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5701693.500000 Penalty: 5243.296875
	Iteration 27Q: 3 clusters Score -5701694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -5701690.000000 Penalty: 5243.296875
	Iteration 28Q: 3 clusters Score -5701690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5701679.500000 Penalty: 5243.296875
	Iteration 29Q: 3 clusters Score -5701680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5701690.500000 Penalty: 5243.296875
	Iteration 30Q: 3 clusters Score -5701690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5701700.000000 Penalty: 5243.296875
	Iteration 31Q: 3 clusters Score -5701700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -5701697.500000 Penalty: 5243.296875
	Iteration 32Q: 3 clusters Score -5701698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -5701717.000000 Penalty: 5243.296875
	Iteration 33Q: 3 clusters Score -5701717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5701712.000000 Penalty: 5243.296875
	Iteration 34Q: 3 clusters Score -5701712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5701716.000000 Penalty: 5243.296875
	Iteration 35Q: 3 clusters Score -5701716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5701718.000000 Penalty: 5243.296875
	Iteration 36Q: 3 clusters Score -5701718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5701716.500000 Penalty: 5243.296875
	Iteration 37Q: 3 clusters Score -5701716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -5701734.500000 Penalty: 5243.296875
	Iteration 38Q: 3 clusters Score -5701734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -5701721.000000 Penalty: 5243.296875
	Iteration 39Q: 3 clusters Score -5701721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -5701717.000000 Penalty: 5243.296875
	Iteration 40F: 3 clusters Score -5701717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5701711.000000 Penalty: 5243.296875
	Iteration 41Q: 3 clusters Score -5701711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5701716.500000 Penalty: 5243.296875
	Iteration 42Q: 3 clusters Score -5701716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5701713.500000 Penalty: 5243.296875
	Iteration 43Q: 3 clusters Score -5701714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -5701705.500000 Penalty: 5243.296875
	Iteration 44Q: 3 clusters Score -5701706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5701713.000000 Penalty: 5243.296875
	Iteration 45Q: 3 clusters Score -5701713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5701721.000000 Penalty: 5243.296875
	Iteration 46Q: 3 clusters Score -5701721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5701733.000000 Penalty: 5243.296875
	Iteration 47Q: 3 clusters Score -5701733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5701719.500000 Penalty: 5243.296875
	Iteration 48Q: 3 clusters Score -5701720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5701709.500000 Penalty: 5243.296875
	Iteration 49Q: 3 clusters Score -5701710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5701723.000000 Penalty: 5243.296875
	Iteration 50Q: 3 clusters Score -5701723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -5701721.500000 Penalty: 5243.296875
	Iteration 51Q: 3 clusters Score -5701722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -5701726.000000 Penalty: 5243.296875
	Iteration 52Q: 3 clusters Score -5701726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5701721.000000 Penalty: 5243.296875
	Iteration 53Q: 3 clusters Score -5701721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5701736.500000 Penalty: 5243.296875
	Iteration 54Q: 3 clusters Score -5701736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -5701746.500000 Penalty: 5243.296875
	Iteration 55Q: 3 clusters Score -5701746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5701748.000000 Penalty: 5243.296875
	Iteration 56Q: 3 clusters Score -5701748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5701744.000000 Penalty: 5243.296875
	Iteration 57Q: 3 clusters Score -5701744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5701750.000000 Penalty: 5243.296875
	Iteration 58Q: 3 clusters Score -5701750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5701766.000000 Penalty: 5243.296875
	Iteration 59Q: 3 clusters Score -5701766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5701769.000000 Penalty: 5243.296875
	Iteration 60F: 3 clusters Score -5701769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5701768.000000 Penalty: 5243.296875
	Iteration 61Q: 3 clusters Score -5701768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -5701797.000000 Penalty: 5243.296875
	Iteration 62Q: 3 clusters Score -5701797 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5701812.500000 Penalty: 5243.296875
	Iteration 63Q: 3 clusters Score -5701812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -5701826.000000 Penalty: 5243.296875
	Iteration 64Q: 3 clusters Score -5701826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5701845.000000 Penalty: 5243.296875
	Iteration 65Q: 3 clusters Score -5701845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5701835.000000 Penalty: 5243.296875
	Iteration 66Q: 3 clusters Score -5701835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5701852.000000 Penalty: 5243.296875
	Iteration 67Q: 3 clusters Score -5701852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -5701862.500000 Penalty: 5243.296875
	Iteration 68Q: 3 clusters Score -5701862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5701853.000000 Penalty: 5243.296875
	Iteration 69Q: 3 clusters Score -5701853 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5701858.500000 Penalty: 5243.296875
	Iteration 70Q: 3 clusters Score -5701858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5701893.500000 Penalty: 5243.296875
	Iteration 71Q: 3 clusters Score -5701894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5701923.500000 Penalty: 5243.296875
	Iteration 72Q: 3 clusters Score -5701924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5701920.000000 Penalty: 5243.296875
	Iteration 73Q: 3 clusters Score -5701920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5701932.000000 Penalty: 5243.296875
	Iteration 74Q: 3 clusters Score -5701932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5701939.000000 Penalty: 5243.296875
	Iteration 75Q: 3 clusters Score -5701939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5701949.500000 Penalty: 5243.296875
	Iteration 76Q: 3 clusters Score -5701950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5701979.000000 Penalty: 5243.296875
	Iteration 77Q: 3 clusters Score -5701979 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5702001.000000 Penalty: 5243.296875
	Iteration 78Q: 3 clusters Score -5702001 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5702022.500000 Penalty: 5243.296875
	Iteration 79Q: 3 clusters Score -5702022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5702057.000000 Penalty: 5243.296875
	Iteration 80F: 3 clusters Score -5702057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5702096.000000 Penalty: 5243.296875
	Iteration 81Q: 3 clusters Score -5702096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -5702097.500000 Penalty: 5243.296875
	Iteration 82Q: 3 clusters Score -5702098 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5702135.500000 Penalty: 5243.296875
	Iteration 83Q: 3 clusters Score -5702136 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5702157.000000 Penalty: 5243.296875
	Iteration 84Q: 3 clusters Score -5702157 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5702205.500000 Penalty: 5243.296875
	Iteration 85Q: 3 clusters Score -5702206 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5702248.500000 Penalty: 5243.296875
	Iteration 86Q: 3 clusters Score -5702248 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5702287.500000 Penalty: 5243.296875
	Iteration 87Q: 3 clusters Score -5702288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -5702332.000000 Penalty: 5243.296875
	Iteration 88Q: 3 clusters Score -5702332 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5702351.500000 Penalty: 5243.296875
	Iteration 89Q: 3 clusters Score -5702352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5702387.000000 Penalty: 5243.296875
	Iteration 90Q: 3 clusters Score -5702387 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -5702408.500000 Penalty: 5243.296875
	Iteration 91Q: 3 clusters Score -5702408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5702447.000000 Penalty: 5243.296875
	Iteration 92Q: 3 clusters Score -5702447 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5702475.500000 Penalty: 5243.296875
	Iteration 93Q: 3 clusters Score -5702476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5702540.000000 Penalty: 5243.296875
	Iteration 94Q: 3 clusters Score -5702540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5702563.500000 Penalty: 5243.296875
	Iteration 95Q: 3 clusters Score -5702564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -5702562.500000 Penalty: 5243.296875
	Iteration 96Q: 3 clusters Score -5702562 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5702604.500000 Penalty: 5243.296875
	Iteration 97Q: 3 clusters Score -5702604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5702624.500000 Penalty: 5243.296875
	Iteration 98Q: 3 clusters Score -5702624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5702643.500000 Penalty: 5243.296875
	Iteration 99Q: 3 clusters Score -5702644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5702669.000000 Penalty: 5243.296875
	Iteration 100F: 3 clusters Score -5702669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5702677.000000 Penalty: 5243.296875
	Iteration 101Q: 3 clusters Score -5702677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -5702686.500000 Penalty: 5243.296875
	Iteration 102Q: 3 clusters Score -5702686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -5702692.500000 Penalty: 5243.296875
	Iteration 103Q: 3 clusters Score -5702692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -5702703.500000 Penalty: 5243.296875
	Iteration 104Q: 3 clusters Score -5702704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5702691.000000 Penalty: 5243.296875
	Iteration 105Q: 3 clusters Score -5702691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -5702711.000000 Penalty: 5243.296875
	Iteration 106Q: 3 clusters Score -5702711 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5702719.000000 Penalty: 5243.296875
	Iteration 107Q: 3 clusters Score -5702719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -5702720.500000 Penalty: 5243.296875
	Iteration 108Q: 3 clusters Score -5702720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5702719.000000 Penalty: 5243.296875
	Iteration 109Q: 3 clusters Score -5702719 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5702724.000000 Penalty: 5243.296875
	Iteration 110Q: 3 clusters Score -5702724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -5702729.500000 Penalty: 5243.296875
	Iteration 111Q: 3 clusters Score -5702730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5702736.500000 Penalty: 5243.296875
	Iteration 112Q: 3 clusters Score -5702736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -5702744.000000 Penalty: 5243.296875
	Iteration 113Q: 3 clusters Score -5702744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -5702750.000000 Penalty: 5243.296875
	Iteration 114Q: 3 clusters Score -5702750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5702763.500000 Penalty: 5243.296875
	Iteration 115Q: 3 clusters Score -5702764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5702788.500000 Penalty: 5243.296875
	Iteration 116Q: 3 clusters Score -5702788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -5702786.000000 Penalty: 5243.296875
	Iteration 117Q: 3 clusters Score -5702786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5702800.000000 Penalty: 5243.296875
	Iteration 118Q: 3 clusters Score -5702800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5702813.500000 Penalty: 5243.296875
	Iteration 119Q: 3 clusters Score -5702814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5702812.000000 Penalty: 5243.296875
	Iteration 120F: 3 clusters Score -5702812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -5702827.000000 Penalty: 5243.296875
	Iteration 121Q: 3 clusters Score -5702827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5702831.000000 Penalty: 5243.296875
	Iteration 122Q: 3 clusters Score -5702831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5702826.500000 Penalty: 5243.296875
	Iteration 123Q: 3 clusters Score -5702826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -5702827.500000 Penalty: 5243.296875
	Iteration 124Q: 3 clusters Score -5702828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5702841.000000 Penalty: 5243.296875
	Iteration 125Q: 3 clusters Score -5702841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5702842.500000 Penalty: 5243.296875
	Iteration 126Q: 3 clusters Score -5702842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5702847.000000 Penalty: 5243.296875
	Iteration 127Q: 3 clusters Score -5702847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -5702844.500000 Penalty: 5243.296875
	Iteration 128Q: 3 clusters Score -5702844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -5702846.500000 Penalty: 5243.296875
	Iteration 129Q: 3 clusters Score -5702846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -5702847.500000 Penalty: 5243.296875
	Iteration 130Q: 3 clusters Score -5702848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5702841.500000 Penalty: 5243.296875
	Iteration 131Q: 3 clusters Score -5702842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5702840.000000 Penalty: 5243.296875
	Iteration 132Q: 3 clusters Score -5702840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5702848.500000 Penalty: 5243.296875
	Iteration 133Q: 3 clusters Score -5702848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -5702856.000000 Penalty: 5243.296875
	Iteration 134Q: 3 clusters Score -5702856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5702863.000000 Penalty: 5243.296875
	Iteration 135Q: 3 clusters Score -5702863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -5702877.000000 Penalty: 5243.296875
	Iteration 136Q: 3 clusters Score -5702877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5702883.500000 Penalty: 5243.296875
	Iteration 137Q: 3 clusters Score -5702884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -5702879.000000 Penalty: 5243.296875
	Iteration 138Q: 3 clusters Score -5702879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -5702880.500000 Penalty: 5243.296875
	Iteration 139Q: 3 clusters Score -5702880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5702874.000000 Penalty: 5243.296875
	Iteration 140F: 3 clusters Score -5702874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5702877.000000 Penalty: 5243.296875
	Iteration 141Q: 3 clusters Score -5702877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5702871.500000 Penalty: 5243.296875
	Iteration 142Q: 3 clusters Score -5702872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5702873.500000 Penalty: 5243.296875
	Iteration 143Q: 3 clusters Score -5702874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5702875.500000 Penalty: 5243.296875
	Iteration 144Q: 3 clusters Score -5702876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5702876.500000 Penalty: 5243.296875
	Iteration 145Q: 3 clusters Score -5702876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -5702875.000000 Penalty: 5243.296875
	Iteration 146Q: 3 clusters Score -5702875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5702880.000000 Penalty: 5243.296875
	Iteration 147Q: 3 clusters Score -5702880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5702882.000000 Penalty: 5243.296875
	Iteration 148Q: 3 clusters Score -5702882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -5702883.000000 Penalty: 5243.296875
	Iteration 149Q: 3 clusters Score -5702883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5702882.000000 Penalty: 5243.296875
	Iteration 150Q: 3 clusters Score -5702882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5702889.500000 Penalty: 5243.296875
	Iteration 151Q: 3 clusters Score -5702890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -5702885.500000 Penalty: 5243.296875
	Iteration 152Q: 3 clusters Score -5702886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -5702892.000000 Penalty: 5243.296875
	Iteration 153Q: 3 clusters Score -5702892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5702888.500000 Penalty: 5243.296875
	Iteration 154Q: 3 clusters Score -5702888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5702890.000000 Penalty: 5243.296875
	Iteration 155Q: 3 clusters Score -5702890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5702886.000000 Penalty: 5243.296875
	Iteration 156Q: 3 clusters Score -5702886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5702885.000000 Penalty: 5243.296875
	Iteration 157Q: 3 clusters Score -5702885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5702879.500000 Penalty: 5243.296875
	Iteration 158Q: 3 clusters Score -5702880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5702884.500000 Penalty: 5243.296875
	Iteration 159Q: 3 clusters Score -5702884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -5702888.500000 Penalty: 5243.296875
	Iteration 160F: 3 clusters Score -5702888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5702878.000000 Penalty: 5243.296875
	Iteration 161Q: 3 clusters Score -5702878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5702879.000000 Penalty: 5243.296875
	Iteration 162Q: 3 clusters Score -5702879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5702877.500000 Penalty: 5243.296875
	Iteration 163Q: 3 clusters Score -5702878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5702885.000000 Penalty: 5243.296875
	Iteration 164Q: 3 clusters Score -5702885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5702879.500000 Penalty: 5243.296875
	Iteration 165Q: 3 clusters Score -5702880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -5702872.000000 Penalty: 5243.296875
	Iteration 166Q: 3 clusters Score -5702872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5702879.500000 Penalty: 5243.296875
	Iteration 167Q: 3 clusters Score -5702880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5702882.500000 Penalty: 5243.296875
	Iteration 168Q: 3 clusters Score -5702882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5702885.500000 Penalty: 5243.296875
	Iteration 169Q: 3 clusters Score -5702886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5702887.500000 Penalty: 5243.296875
	Iteration 170Q: 3 clusters Score -5702888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5702882.500000 Penalty: 5243.296875
	Iteration 171Q: 3 clusters Score -5702882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5702884.500000 Penalty: 5243.296875
	Iteration 172Q: 3 clusters Score -5702884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5702890.500000 Penalty: 5243.296875
	Iteration 173Q: 3 clusters Score -5702890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -5702891.500000 Penalty: 5243.296875
	Iteration 174Q: 3 clusters Score -5702892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5702878.500000 Penalty: 5243.296875
	Iteration 175Q: 3 clusters Score -5702878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -5702880.500000 Penalty: 5243.296875
	Iteration 176Q: 3 clusters Score -5702880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -5702882.500000 Penalty: 5243.296875
	Iteration 177Q: 3 clusters Score -5702882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -5702889.000000 Penalty: 5243.296875
	Iteration 178Q: 3 clusters Score -5702889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5702889.500000 Penalty: 5243.296875
	Iteration 179Q: 3 clusters Score -5702890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5702894.500000 Penalty: 5243.296875
	Iteration 180F: 3 clusters Score -5702894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -5702886.500000 Penalty: 5243.296875
	Iteration 181Q: 3 clusters Score -5702886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5702897.000000 Penalty: 5243.296875
	Iteration 182Q: 3 clusters Score -5702897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -5702899.000000 Penalty: 5243.296875
	Iteration 183Q: 3 clusters Score -5702899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5702903.000000 Penalty: 5243.296875
	Iteration 184Q: 3 clusters Score -5702903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -5702898.000000 Penalty: 5243.296875
	Iteration 185Q: 3 clusters Score -5702898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -5702898.000000 Penalty: 5243.296875
	Iteration 186Q: 3 clusters Score -5702898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5702903.500000 Penalty: 5243.296875
	Iteration 187Q: 3 clusters Score -5702904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5702891.500000 Penalty: 5243.296875
	Iteration 188Q: 3 clusters Score -5702892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5702900.000000 Penalty: 5243.296875
	Iteration 189Q: 3 clusters Score -5702900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5702908.000000 Penalty: 5243.296875
	Iteration 190Q: 3 clusters Score -5702908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5702906.500000 Penalty: 5243.296875
	Iteration 191Q: 3 clusters Score -5702906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5702903.000000 Penalty: 5243.296875
	Iteration 192Q: 3 clusters Score -5702903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5702903.000000 Penalty: 5243.296875
	Iteration 193Q: 3 clusters Score -5702903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5702905.500000 Penalty: 5243.296875
	Iteration 194Q: 3 clusters Score -5702906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -5702906.500000 Penalty: 5243.296875
	Iteration 195Q: 3 clusters Score -5702906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -5702903.000000 Penalty: 5243.296875
	Iteration 196Q: 3 clusters Score -5702903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5702902.500000 Penalty: 5243.296875
	Iteration 197Q: 3 clusters Score -5702902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5702902.500000 Penalty: 5243.296875
	Iteration 198F: 3 clusters Score -5702902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 13744 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 33475 members 
Entering Unmasked Estep 
Score: -120271312.000000 Penalty: 117934.632812
Splitting cluster 19 changes total score from -120230608.000000 to -120271312.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (58234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Entering Unmasked Estep 
Score: -8993925.000000 Penalty: 2721.111572
	Iteration 0F: 2 clusters Score -8993925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8954764.000000 Penalty: 5442.223145
	Iteration 0F: 3 clusters Score -8954764 nChanged 27076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -8970698.000000 Penalty: 5442.223145
	Iteration 1F: 3 clusters Score -8970698 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8972767.000000 Penalty: 5442.223145
	Iteration 2F: 3 clusters Score -8972767 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -8975775.000000 Penalty: 5442.223145
	Iteration 3F: 3 clusters Score -8975775 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8979463.000000 Penalty: 5442.223145
	Iteration 4F: 3 clusters Score -8979463 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8982917.000000 Penalty: 5442.223145
	Iteration 5F: 3 clusters Score -8982917 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8985436.000000 Penalty: 5442.223145
	Iteration 6F: 3 clusters Score -8985436 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8987027.000000 Penalty: 5442.223145
	Iteration 7Q: 3 clusters Score -8987027 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8988030.000000 Penalty: 5442.223145
	Iteration 8Q: 3 clusters Score -8988030 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -8988797.000000 Penalty: 5442.223145
	Iteration 9Q: 3 clusters Score -8988797 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -8989452.000000 Penalty: 5442.223145
	Iteration 10Q: 3 clusters Score -8989452 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -8990029.000000 Penalty: 5442.223145
	Iteration 11Q: 3 clusters Score -8990029 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -8990587.000000 Penalty: 5442.223145
	Iteration 12Q: 3 clusters Score -8990587 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -8991094.000000 Penalty: 5442.223145
	Iteration 13Q: 3 clusters Score -8991094 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -8991480.000000 Penalty: 5442.223145
	Iteration 14Q: 3 clusters Score -8991480 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -8991761.000000 Penalty: 5442.223145
	Iteration 15Q: 3 clusters Score -8991761 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -8991983.000000 Penalty: 5442.223145
	Iteration 16Q: 3 clusters Score -8991983 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -8992157.000000 Penalty: 5442.223145
	Iteration 17Q: 3 clusters Score -8992157 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -8992293.000000 Penalty: 5442.223145
	Iteration 18Q: 3 clusters Score -8992293 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -8992398.000000 Penalty: 5442.223145
	Iteration 19Q: 3 clusters Score -8992398 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -8992444.000000 Penalty: 5442.223145
	Iteration 20F: 3 clusters Score -8992444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -8992484.000000 Penalty: 5442.223145
	Iteration 21Q: 3 clusters Score -8992484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -8992523.000000 Penalty: 5442.223145
	Iteration 22Q: 3 clusters Score -8992523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -8992546.000000 Penalty: 5442.223145
	Iteration 23Q: 3 clusters Score -8992546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -8992561.000000 Penalty: 5442.223145
	Iteration 24Q: 3 clusters Score -8992561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -8992572.000000 Penalty: 5442.223145
	Iteration 25Q: 3 clusters Score -8992572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -8992583.000000 Penalty: 5442.223145
	Iteration 26Q: 3 clusters Score -8992583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -8992605.000000 Penalty: 5442.223145
	Iteration 27Q: 3 clusters Score -8992605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -8992638.000000 Penalty: 5442.223145
	Iteration 28Q: 3 clusters Score -8992638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -8992648.000000 Penalty: 5442.223145
	Iteration 29Q: 3 clusters Score -8992648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -8992645.000000 Penalty: 5442.223145
	Iteration 30Q: 3 clusters Score -8992645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -8992656.000000 Penalty: 5442.223145
	Iteration 31Q: 3 clusters Score -8992656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -8992668.000000 Penalty: 5442.223145
	Iteration 32Q: 3 clusters Score -8992668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -8992674.000000 Penalty: 5442.223145
	Iteration 33Q: 3 clusters Score -8992674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -8992675.000000 Penalty: 5442.223145
	Iteration 34Q: 3 clusters Score -8992675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -8992693.000000 Penalty: 5442.223145
	Iteration 35Q: 3 clusters Score -8992693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -8992676.000000 Penalty: 5442.223145
	Iteration 36Q: 3 clusters Score -8992676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -8992678.000000 Penalty: 5442.223145
	Iteration 37Q: 3 clusters Score -8992678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -8992682.000000 Penalty: 5442.223145
	Iteration 38Q: 3 clusters Score -8992682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -8992681.000000 Penalty: 5442.223145
	Iteration 39Q: 3 clusters Score -8992681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -8992682.000000 Penalty: 5442.223145
	Iteration 40F: 3 clusters Score -8992682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -8992669.000000 Penalty: 5442.223145
	Iteration 41Q: 3 clusters Score -8992669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -8992679.000000 Penalty: 5442.223145
	Iteration 42Q: 3 clusters Score -8992679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -8992677.000000 Penalty: 5442.223145
	Iteration 43Q: 3 clusters Score -8992677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -8992686.000000 Penalty: 5442.223145
	Iteration 44Q: 3 clusters Score -8992686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -8992690.000000 Penalty: 5442.223145
	Iteration 45Q: 3 clusters Score -8992690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -8992680.000000 Penalty: 5442.223145
	Iteration 46Q: 3 clusters Score -8992680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -8992680.000000 Penalty: 5442.223145
	Iteration 47Q: 3 clusters Score -8992680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -8992680.000000 Penalty: 5442.223145
	Iteration 48Q: 3 clusters Score -8992680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8992681.000000 Penalty: 5442.223145
	Iteration 49Q: 3 clusters Score -8992681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8992681.000000 Penalty: 5442.223145
	Iteration 50F: 3 clusters Score -8992681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Entering Unmasked Estep 
Score: -7400438.000000 Penalty: 2672.052246
	Iteration 0F: 2 clusters Score -7400438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -7368032.000000 Penalty: 5344.104492
	Iteration 0F: 3 clusters Score -7368032 nChanged 22203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7380480.000000 Penalty: 5344.104492
	Iteration 1F: 3 clusters Score -7380480 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -7381132.500000 Penalty: 5344.104492
	Iteration 2Q: 3 clusters Score -7381132 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -7381934.500000 Penalty: 5344.104492
	Iteration 3Q: 3 clusters Score -7381934 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -7383284.000000 Penalty: 5344.104492
	Iteration 4Q: 3 clusters Score -7383284 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -7385392.000000 Penalty: 5344.104492
	Iteration 5F: 3 clusters Score -7385392 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -7388875.500000 Penalty: 5344.104492
	Iteration 6F: 3 clusters Score -7388876 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -7393279.500000 Penalty: 5344.104492
	Iteration 7F: 3 clusters Score -7393280 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7397212.500000 Penalty: 5344.104492
	Iteration 8F: 3 clusters Score -7397212 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7399723.000000 Penalty: 5344.104492
	Iteration 9F: 3 clusters Score -7399723 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7401433.000000 Penalty: 5344.104492
	Iteration 10F: 3 clusters Score -7401433 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -7402777.000000 Penalty: 5344.104492
	Iteration 11Q: 3 clusters Score -7402777 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7404088.500000 Penalty: 5344.104492
	Iteration 12Q: 3 clusters Score -7404088 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -7405464.500000 Penalty: 5344.104492
	Iteration 13Q: 3 clusters Score -7405464 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -7407070.500000 Penalty: 5344.104492
	Iteration 14Q: 3 clusters Score -7407070 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -7408570.500000 Penalty: 5344.104492
	Iteration 15Q: 3 clusters Score -7408570 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7409612.500000 Penalty: 5344.104492
	Iteration 16Q: 3 clusters Score -7409612 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -7410121.500000 Penalty: 5344.104492
	Iteration 17Q: 3 clusters Score -7410122 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7410312.000000 Penalty: 5344.104492
	Iteration 18Q: 3 clusters Score -7410312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -7410412.500000 Penalty: 5344.104492
	Iteration 19Q: 3 clusters Score -7410412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -7410449.000000 Penalty: 5344.104492
	Iteration 20F: 3 clusters Score -7410449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -7410466.000000 Penalty: 5344.104492
	Iteration 21Q: 3 clusters Score -7410466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -7410470.000000 Penalty: 5344.104492
	Iteration 22Q: 3 clusters Score -7410470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7410471.000000 Penalty: 5344.104492
	Iteration 23Q: 3 clusters Score -7410471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -7410461.500000 Penalty: 5344.104492
	Iteration 24Q: 3 clusters Score -7410462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7410478.500000 Penalty: 5344.104492
	Iteration 25Q: 3 clusters Score -7410478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -7410475.500000 Penalty: 5344.104492
	Iteration 26Q: 3 clusters Score -7410476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7410482.500000 Penalty: 5344.104492
	Iteration 27Q: 3 clusters Score -7410482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7410477.000000 Penalty: 5344.104492
	Iteration 28Q: 3 clusters Score -7410477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7410484.000000 Penalty: 5344.104492
	Iteration 29Q: 3 clusters Score -7410484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7410487.000000 Penalty: 5344.104492
	Iteration 30Q: 3 clusters Score -7410487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7410485.000000 Penalty: 5344.104492
	Iteration 31Q: 3 clusters Score -7410485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -7410485.500000 Penalty: 5344.104492
	Iteration 32Q: 3 clusters Score -7410486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -7410481.500000 Penalty: 5344.104492
	Iteration 33Q: 3 clusters Score -7410482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -7410486.000000 Penalty: 5344.104492
	Iteration 34Q: 3 clusters Score -7410486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7410479.000000 Penalty: 5344.104492
	Iteration 35Q: 3 clusters Score -7410479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7410479.000000 Penalty: 5344.104492
	Iteration 36F: 3 clusters Score -7410479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 16189 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 13744 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 33475 members 
Mstep: Class 36 contains 31593 members 
Entering Unmasked Estep 
Score: -120280568.000000 Penalty: 121304.187500
Splitting cluster 21 changes total score from -120230608.000000 to -120280568.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (51434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Entering Unmasked Estep 
Score: -7952307.500000 Penalty: 2690.317627
	Iteration 0F: 2 clusters Score -7952308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -7917811.500000 Penalty: 5380.635254
	Iteration 0F: 3 clusters Score -7917812 nChanged 23859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -7931833.000000 Penalty: 5380.635254
	Iteration 1F: 3 clusters Score -7931833 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -7933317.000000 Penalty: 5380.635254
	Iteration 2F: 3 clusters Score -7933317 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -7935211.000000 Penalty: 5380.635254
	Iteration 3F: 3 clusters Score -7935211 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7937510.500000 Penalty: 5380.635254
	Iteration 4F: 3 clusters Score -7937510 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -7939626.000000 Penalty: 5380.635254
	Iteration 5F: 3 clusters Score -7939626 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -7941466.500000 Penalty: 5380.635254
	Iteration 6F: 3 clusters Score -7941466 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -7942741.000000 Penalty: 5380.635254
	Iteration 7F: 3 clusters Score -7942741 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -7943565.500000 Penalty: 5380.635254
	Iteration 8Q: 3 clusters Score -7943566 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7944247.500000 Penalty: 5380.635254
	Iteration 9Q: 3 clusters Score -7944248 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7944901.000000 Penalty: 5380.635254
	Iteration 10Q: 3 clusters Score -7944901 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -7945818.000000 Penalty: 5380.635254
	Iteration 11Q: 3 clusters Score -7945818 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -7946957.500000 Penalty: 5380.635254
	Iteration 12Q: 3 clusters Score -7946958 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -7948493.500000 Penalty: 5380.635254
	Iteration 13Q: 3 clusters Score -7948494 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7950311.500000 Penalty: 5380.635254
	Iteration 14Q: 3 clusters Score -7950312 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -7952171.000000 Penalty: 5380.635254
	Iteration 15Q: 3 clusters Score -7952171 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -7953856.000000 Penalty: 5380.635254
	Iteration 16Q: 3 clusters Score -7953856 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7955116.500000 Penalty: 5380.635254
	Iteration 17Q: 3 clusters Score -7955116 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -7955866.500000 Penalty: 5380.635254
	Iteration 18Q: 3 clusters Score -7955866 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7956132.500000 Penalty: 5380.635254
	Iteration 19Q: 3 clusters Score -7956132 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7956234.000000 Penalty: 5380.635254
	Iteration 20F: 3 clusters Score -7956234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7956278.000000 Penalty: 5380.635254
	Iteration 21Q: 3 clusters Score -7956278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7956336.000000 Penalty: 5380.635254
	Iteration 22Q: 3 clusters Score -7956336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7956360.000000 Penalty: 5380.635254
	Iteration 23Q: 3 clusters Score -7956360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7956361.000000 Penalty: 5380.635254
	Iteration 24Q: 3 clusters Score -7956361 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -7956389.500000 Penalty: 5380.635254
	Iteration 25Q: 3 clusters Score -7956390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7956385.000000 Penalty: 5380.635254
	Iteration 26Q: 3 clusters Score -7956385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7956390.000000 Penalty: 5380.635254
	Iteration 27Q: 3 clusters Score -7956390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7956414.000000 Penalty: 5380.635254
	Iteration 28Q: 3 clusters Score -7956414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7956400.000000 Penalty: 5380.635254
	Iteration 29Q: 3 clusters Score -7956400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7956409.500000 Penalty: 5380.635254
	Iteration 30Q: 3 clusters Score -7956410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7956409.000000 Penalty: 5380.635254
	Iteration 31Q: 3 clusters Score -7956409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7956415.000000 Penalty: 5380.635254
	Iteration 32Q: 3 clusters Score -7956415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7956419.500000 Penalty: 5380.635254
	Iteration 33Q: 3 clusters Score -7956420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7956419.500000 Penalty: 5380.635254
	Iteration 34Q: 3 clusters Score -7956420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7956433.500000 Penalty: 5380.635254
	Iteration 35Q: 3 clusters Score -7956434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -7956431.000000 Penalty: 5380.635254
	Iteration 36Q: 3 clusters Score -7956431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7956430.000000 Penalty: 5380.635254
	Iteration 37Q: 3 clusters Score -7956430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7956423.500000 Penalty: 5380.635254
	Iteration 38Q: 3 clusters Score -7956424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -7956423.500000 Penalty: 5380.635254
	Iteration 39Q: 3 clusters Score -7956424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7956427.500000 Penalty: 5380.635254
	Iteration 40F: 3 clusters Score -7956428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7956419.000000 Penalty: 5380.635254
	Iteration 41Q: 3 clusters Score -7956419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7956424.000000 Penalty: 5380.635254
	Iteration 42Q: 3 clusters Score -7956424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7956419.500000 Penalty: 5380.635254
	Iteration 43Q: 3 clusters Score -7956420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7956423.500000 Penalty: 5380.635254
	Iteration 44Q: 3 clusters Score -7956424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -7956417.500000 Penalty: 5380.635254
	Iteration 45Q: 3 clusters Score -7956418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -7956413.000000 Penalty: 5380.635254
	Iteration 46Q: 3 clusters Score -7956413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7956419.500000 Penalty: 5380.635254
	Iteration 47Q: 3 clusters Score -7956420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7956422.500000 Penalty: 5380.635254
	Iteration 48Q: 3 clusters Score -7956422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7956422.000000 Penalty: 5380.635254
	Iteration 49Q: 3 clusters Score -7956422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7956423.000000 Penalty: 5380.635254
	Iteration 50Q: 3 clusters Score -7956423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7956426.000000 Penalty: 5380.635254
	Iteration 51Q: 3 clusters Score -7956426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7956426.000000 Penalty: 5380.635254
	Iteration 52F: 3 clusters Score -7956426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 16189 members 
Mstep: Class 22 contains 12456 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 15458 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 204 members 
Mstep: Class 33 contains 13744 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 33475 members 
Mstep: Class 36 contains 31593 members 
Mstep: Class 37 contains 38978 members 
Entering Unmasked Estep 
Score: -120283792.000000 Penalty: 124673.750000
Splitting cluster 22 changes total score from -120230608.000000 to -120283792.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 63030 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 106425 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 59739 members 
Mstep: Class 15 contains 124028 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 58234 members 
Mstep: Class 21 contains 16189 members 
Mstep: Class 22 contains 12456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120304016.000000 Penalty: 124673.750000
Iteration 39Q: 38 clusters Score -1.20304e+08 nChanged 27502
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 64604 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 67906 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 31576 members 
Mstep: Class 8 contains 106280 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 13784 members 
Mstep: Class 12 contains 10687 members 
Mstep: Class 13 contains 61169 members 
Mstep: Class 14 contains 10602 members 
Mstep: Class 15 contains 124355 members 
Mstep: Class 16 contains 1080 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 58008 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 383 members 
Mstep: Class 26 contains 25597 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 7339 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 14509 members 
Mstep: Class 31 contains 6683 members 
Mstep: Class 32 contains 214 members 
Mstep: Class 33 contains 12424 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 32100 members 
Mstep: Class 36 contains 29545 members 
Mstep: Class 37 contains 37740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120321448.000000 Penalty: 124673.750000
Iteration 40F: 38 clusters Score -1.203214e+08 nChanged 19761
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 67411 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 30676 members 
Mstep: Class 8 contains 105445 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 14173 members 
Mstep: Class 12 contains 10676 members 
Mstep: Class 13 contains 60547 members 
Mstep: Class 14 contains 10651 members 
Mstep: Class 15 contains 123927 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 6826 members 
Mstep: Class 20 contains 56969 members 
Mstep: Class 21 contains 16681 members 
Mstep: Class 22 contains 12095 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 1850 members 
Mstep: Class 25 contains 347 members 
Mstep: Class 26 contains 26538 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 15168 members 
Mstep: Class 31 contains 7318 members 
Mstep: Class 32 contains 216 members 
Mstep: Class 33 contains 12507 members 
Mstep: Class 34 contains 233 members 
Mstep: Class 35 contains 33317 members 
Mstep: Class 36 contains 28779 members 
Mstep: Class 37 contains 37305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120330944.000000 Penalty: 124673.750000
Iteration 41Q: 38 clusters Score -1.203309e+08 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 64651 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 67038 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 30193 members 
Mstep: Class 8 contains 104794 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 59968 members 
Mstep: Class 14 contains 10638 members 
Mstep: Class 15 contains 123732 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 56140 members 
Mstep: Class 21 contains 16832 members 
Mstep: Class 22 contains 11936 members 
Mstep: Class 23 contains 6324 members 
Mstep: Class 24 contains 1771 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 27341 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 8740 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 15643 members 
Mstep: Class 31 contains 7900 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 12519 members 
Mstep: Class 34 contains 235 members 
Mstep: Class 35 contains 34148 members 
Mstep: Class 36 contains 27928 members 
Mstep: Class 37 contains 37016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120335936.000000 Penalty: 124673.750000
Iteration 42Q: 38 clusters Score -1.203359e+08 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 64638 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 66768 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 29822 members 
Mstep: Class 8 contains 104313 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 14731 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 59421 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 123626 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 7375 members 
Mstep: Class 20 contains 55486 members 
Mstep: Class 21 contains 16964 members 
Mstep: Class 22 contains 11853 members 
Mstep: Class 23 contains 6358 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 27956 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 15917 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 219 members 
Mstep: Class 33 contains 12530 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 34776 members 
Mstep: Class 36 contains 27120 members 
Mstep: Class 37 contains 36819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120338696.000000 Penalty: 124673.750000
Iteration 43Q: 38 clusters Score -1.203387e+08 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 64591 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 66585 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 29501 members 
Mstep: Class 8 contains 103942 members 
Mstep: Class 9 contains 273 members 
Mstep: Class 10 contains 13357 members 
Mstep: Class 11 contains 14926 members 
Mstep: Class 12 contains 10690 members 
Mstep: Class 13 contains 58947 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 123557 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 54966 members 
Mstep: Class 21 contains 17118 members 
Mstep: Class 22 contains 11813 members 
Mstep: Class 23 contains 6408 members 
Mstep: Class 24 contains 1668 members 
Mstep: Class 25 contains 247 members 
Mstep: Class 26 contains 28414 members 
Mstep: Class 27 contains 1831 members 
Mstep: Class 28 contains 9581 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 16150 members 
Mstep: Class 31 contains 9233 members 
Mstep: Class 32 contains 221 members 
Mstep: Class 33 contains 12575 members 
Mstep: Class 34 contains 240 members 
Mstep: Class 35 contains 35308 members 
Mstep: Class 36 contains 26279 members 
Mstep: Class 37 contains 36680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120342328.000000 Penalty: 124673.750000
Iteration 44Q: 38 clusters Score -1.203423e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 64553 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66465 members 
Mstep: Class 6 contains 3332 members 
Mstep: Class 7 contains 29142 members 
Mstep: Class 8 contains 103601 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 11 contains 15103 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 58490 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 123513 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 54554 members 
Mstep: Class 21 contains 17273 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 28792 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 9946 members 
Mstep: Class 29 contains 689 members 
Mstep: Class 30 contains 16391 members 
Mstep: Class 31 contains 10073 members 
Mstep: Class 32 contains 222 members 
Mstep: Class 33 contains 12599 members 
Mstep: Class 34 contains 241 members 
Mstep: Class 35 contains 35713 members 
Mstep: Class 36 contains 25339 members 
Mstep: Class 37 contains 36567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120345192.000000 Penalty: 124673.750000
Iteration 45Q: 38 clusters Score -1.203452e+08 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 64500 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66382 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 28872 members 
Mstep: Class 8 contains 103306 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 15266 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 58095 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 123492 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 7882 members 
Mstep: Class 20 contains 54192 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 11777 members 
Mstep: Class 23 contains 6497 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 29108 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16591 members 
Mstep: Class 31 contains 10965 members 
Mstep: Class 32 contains 223 members 
Mstep: Class 33 contains 12615 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 36008 members 
Mstep: Class 36 contains 24372 members 
Mstep: Class 37 contains 36469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120347720.000000 Penalty: 124673.750000
Iteration 46Q: 38 clusters Score -1.203477e+08 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 64470 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66338 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 103058 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13395 members 
Mstep: Class 11 contains 15409 members 
Mstep: Class 12 contains 10646 members 
Mstep: Class 13 contains 57761 members 
Mstep: Class 14 contains 10565 members 
Mstep: Class 15 contains 123475 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 53878 members 
Mstep: Class 21 contains 17523 members 
Mstep: Class 22 contains 11805 members 
Mstep: Class 23 contains 6520 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 29336 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 10511 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 16755 members 
Mstep: Class 31 contains 11708 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 12633 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 36208 members 
Mstep: Class 36 contains 23602 members 
Mstep: Class 37 contains 36344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120349488.000000 Penalty: 124673.750000
Iteration 47Q: 38 clusters Score -1.203495e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 64449 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66307 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 28419 members 
Mstep: Class 8 contains 102858 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 57464 members 
Mstep: Class 14 contains 10558 members 
Mstep: Class 15 contains 123463 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 53640 members 
Mstep: Class 21 contains 17649 members 
Mstep: Class 22 contains 11825 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29496 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 10719 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16882 members 
Mstep: Class 31 contains 12273 members 
Mstep: Class 32 contains 225 members 
Mstep: Class 33 contains 12650 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 36345 members 
Mstep: Class 36 contains 22991 members 
Mstep: Class 37 contains 36244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120350672.000000 Penalty: 124673.750000
Iteration 48Q: 38 clusters Score -1.203507e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 64424 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66286 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 28175 members 
Mstep: Class 8 contains 102692 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 57191 members 
Mstep: Class 14 contains 10559 members 
Mstep: Class 15 contains 123458 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 53474 members 
Mstep: Class 21 contains 17745 members 
Mstep: Class 22 contains 11855 members 
Mstep: Class 23 contains 6568 members 
Mstep: Class 24 contains 1501 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29632 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 10882 members 
Mstep: Class 29 contains 721 members 
Mstep: Class 30 contains 16956 members 
Mstep: Class 31 contains 12743 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 12674 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 36446 members 
Mstep: Class 36 contains 22560 members 
Mstep: Class 37 contains 36159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351760.000000 Penalty: 124673.750000
Iteration 49Q: 38 clusters Score -1.203518e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 64429 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66281 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 27952 members 
Mstep: Class 8 contains 102547 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 15693 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 56934 members 
Mstep: Class 14 contains 10554 members 
Mstep: Class 15 contains 123422 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 7777 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 53320 members 
Mstep: Class 21 contains 17826 members 
Mstep: Class 22 contains 11877 members 
Mstep: Class 23 contains 6585 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29743 members 
Mstep: Class 27 contains 1554 members 
Mstep: Class 28 contains 11061 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 16996 members 
Mstep: Class 31 contains 13195 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 12690 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 36535 members 
Mstep: Class 36 contains 22185 members 
Mstep: Class 37 contains 36090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352848.000000 Penalty: 124673.750000
Iteration 50Q: 38 clusters Score -1.203528e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 64437 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66280 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 27725 members 
Mstep: Class 8 contains 102424 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 13389 members 
Mstep: Class 11 contains 15775 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 56677 members 
Mstep: Class 14 contains 10562 members 
Mstep: Class 15 contains 123380 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 8549 members 
Mstep: Class 20 contains 53190 members 
Mstep: Class 21 contains 17894 members 
Mstep: Class 22 contains 11904 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29855 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 11238 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 16996 members 
Mstep: Class 31 contains 13625 members 
Mstep: Class 32 contains 232 members 
Mstep: Class 33 contains 12684 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 36607 members 
Mstep: Class 36 contains 21863 members 
Mstep: Class 37 contains 36054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353576.000000 Penalty: 124673.750000
Iteration 51Q: 38 clusters Score -1.203536e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 64480 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66273 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 27537 members 
Mstep: Class 8 contains 102307 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 56445 members 
Mstep: Class 14 contains 10563 members 
Mstep: Class 15 contains 123328 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 20 contains 53082 members 
Mstep: Class 21 contains 17948 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 1464 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29912 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 11413 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 16993 members 
Mstep: Class 31 contains 13984 members 
Mstep: Class 32 contains 234 members 
Mstep: Class 33 contains 12667 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36652 members 
Mstep: Class 36 contains 21634 members 
Mstep: Class 37 contains 36009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120354432.000000 Penalty: 124673.750000
Iteration 52Q: 38 clusters Score -1.203544e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 64540 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66261 members 
Mstep: Class 6 contains 3532 members 
Mstep: Class 7 contains 27343 members 
Mstep: Class 8 contains 102218 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 15919 members 
Mstep: Class 12 contains 10657 members 
Mstep: Class 13 contains 56244 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 123247 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 8754 members 
Mstep: Class 20 contains 52999 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29935 members 
Mstep: Class 27 contains 1462 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 16988 members 
Mstep: Class 31 contains 14328 members 
Mstep: Class 32 contains 236 members 
Mstep: Class 33 contains 12653 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36695 members 
Mstep: Class 36 contains 21410 members 
Mstep: Class 37 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355672.000000 Penalty: 124673.750000
Iteration 53Q: 38 clusters Score -1.203557e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 64586 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66254 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 27138 members 
Mstep: Class 8 contains 102121 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 13348 members 
Mstep: Class 11 contains 15986 members 
Mstep: Class 12 contains 10674 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 10558 members 
Mstep: Class 15 contains 123204 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 7875 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 52915 members 
Mstep: Class 21 contains 18114 members 
Mstep: Class 22 contains 11949 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 1501 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29966 members 
Mstep: Class 27 contains 1454 members 
Mstep: Class 28 contains 11681 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 17000 members 
Mstep: Class 31 contains 14632 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 12630 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36720 members 
Mstep: Class 36 contains 21217 members 
Mstep: Class 37 contains 35937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356760.000000 Penalty: 124673.750000
Iteration 54Q: 38 clusters Score -1.203568e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 64603 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66258 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 26943 members 
Mstep: Class 8 contains 102045 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 13349 members 
Mstep: Class 11 contains 16042 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 55901 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 123162 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 7891 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 52836 members 
Mstep: Class 21 contains 18210 members 
Mstep: Class 22 contains 11972 members 
Mstep: Class 23 contains 6643 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29965 members 
Mstep: Class 27 contains 1455 members 
Mstep: Class 28 contains 11810 members 
Mstep: Class 29 contains 728 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 14922 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 12591 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36723 members 
Mstep: Class 36 contains 21022 members 
Mstep: Class 37 contains 35915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120358008.000000 Penalty: 124673.750000
Iteration 55Q: 38 clusters Score -1.20358e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 64614 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66255 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 26789 members 
Mstep: Class 8 contains 101987 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13352 members 
Mstep: Class 11 contains 16081 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 55760 members 
Mstep: Class 14 contains 10546 members 
Mstep: Class 15 contains 123157 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9017 members 
Mstep: Class 20 contains 52773 members 
Mstep: Class 21 contains 18292 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29957 members 
Mstep: Class 27 contains 1454 members 
Mstep: Class 28 contains 11911 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 17011 members 
Mstep: Class 31 contains 15203 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 12556 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36696 members 
Mstep: Class 36 contains 20832 members 
Mstep: Class 37 contains 35898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120359192.000000 Penalty: 124673.750000
Iteration 56Q: 38 clusters Score -1.203592e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 64650 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66272 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 26619 members 
Mstep: Class 8 contains 101934 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13373 members 
Mstep: Class 11 contains 16123 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 55649 members 
Mstep: Class 14 contains 10558 members 
Mstep: Class 15 contains 123147 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9096 members 
Mstep: Class 20 contains 52697 members 
Mstep: Class 21 contains 18414 members 
Mstep: Class 22 contains 11988 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 1632 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29890 members 
Mstep: Class 27 contains 1452 members 
Mstep: Class 28 contains 12014 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 17010 members 
Mstep: Class 31 contains 15516 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 12531 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36649 members 
Mstep: Class 36 contains 20592 members 
Mstep: Class 37 contains 35868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120361688.000000 Penalty: 124673.750000
Iteration 57Q: 38 clusters Score -1.203617e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 64687 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66277 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 26502 members 
Mstep: Class 8 contains 101872 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 16160 members 
Mstep: Class 12 contains 10690 members 
Mstep: Class 13 contains 55549 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 123128 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 7945 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 52641 members 
Mstep: Class 21 contains 18538 members 
Mstep: Class 22 contains 11999 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 1671 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 29795 members 
Mstep: Class 27 contains 1453 members 
Mstep: Class 28 contains 12114 members 
Mstep: Class 29 contains 730 members 
Mstep: Class 30 contains 17022 members 
Mstep: Class 31 contains 15877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 12490 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36565 members 
Mstep: Class 36 contains 20306 members 
Mstep: Class 37 contains 35841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120365960.000000 Penalty: 124673.750000
Iteration 58Q: 38 clusters Score -1.20366e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 64756 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66290 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 101841 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13391 members 
Mstep: Class 11 contains 16191 members 
Mstep: Class 12 contains 10688 members 
Mstep: Class 13 contains 55463 members 
Mstep: Class 14 contains 10557 members 
Mstep: Class 15 contains 123101 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 7945 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9239 members 
Mstep: Class 20 contains 52562 members 
Mstep: Class 21 contains 18639 members 
Mstep: Class 22 contains 12003 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 1699 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 29605 members 
Mstep: Class 27 contains 1454 members 
Mstep: Class 28 contains 12160 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 17016 members 
Mstep: Class 31 contains 16330 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 12456 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36452 members 
Mstep: Class 36 contains 20194 members 
Mstep: Class 37 contains 35835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120368488.000000 Penalty: 124673.750000
Iteration 59Q: 38 clusters Score -1.203685e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 64823 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66297 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 101801 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 13387 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 13 contains 55397 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 123074 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9313 members 
Mstep: Class 20 contains 52522 members 
Mstep: Class 21 contains 18688 members 
Mstep: Class 22 contains 12009 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 29417 members 
Mstep: Class 27 contains 1453 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 17008 members 
Mstep: Class 31 contains 16673 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 12424 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36356 members 
Mstep: Class 36 contains 20277 members 
Mstep: Class 37 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369376.000000 Penalty: 124673.750000
Iteration 60F: 38 clusters Score -1.203694e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 64852 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66302 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 25921 members 
Mstep: Class 8 contains 101771 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 55321 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 123072 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 7940 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9392 members 
Mstep: Class 20 contains 52502 members 
Mstep: Class 21 contains 18672 members 
Mstep: Class 22 contains 12012 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 29312 members 
Mstep: Class 27 contains 1456 members 
Mstep: Class 28 contains 12202 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 17023 members 
Mstep: Class 31 contains 17015 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12368 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36269 members 
Mstep: Class 36 contains 20355 members 
Mstep: Class 37 contains 35746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369776.000000 Penalty: 124673.750000
Iteration 61Q: 38 clusters Score -1.203698e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 64872 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66304 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 25720 members 
Mstep: Class 8 contains 101737 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 55248 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 123110 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 52490 members 
Mstep: Class 21 contains 18668 members 
Mstep: Class 22 contains 12019 members 
Mstep: Class 23 contains 6653 members 
Mstep: Class 24 contains 1876 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29258 members 
Mstep: Class 27 contains 1452 members 
Mstep: Class 28 contains 12228 members 
Mstep: Class 29 contains 730 members 
Mstep: Class 30 contains 17050 members 
Mstep: Class 31 contains 17190 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 36231 members 
Mstep: Class 36 contains 20425 members 
Mstep: Class 37 contains 35677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370120.000000 Penalty: 124673.750000
Iteration 62Q: 38 clusters Score -1.203701e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 64886 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66300 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 25538 members 
Mstep: Class 8 contains 101708 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 16259 members 
Mstep: Class 12 contains 10635 members 
Mstep: Class 13 contains 55215 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 123151 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 52465 members 
Mstep: Class 21 contains 18681 members 
Mstep: Class 22 contains 12027 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 1938 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29225 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 12282 members 
Mstep: Class 29 contains 733 members 
Mstep: Class 30 contains 17041 members 
Mstep: Class 31 contains 17325 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12226 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 36179 members 
Mstep: Class 36 contains 20479 members 
Mstep: Class 37 contains 35608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369968.000000 Penalty: 124673.750000
Iteration 63Q: 38 clusters Score -1.2037e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 64896 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66304 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 25386 members 
Mstep: Class 8 contains 101674 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13363 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 55179 members 
Mstep: Class 14 contains 10524 members 
Mstep: Class 15 contains 123178 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 52447 members 
Mstep: Class 21 contains 18678 members 
Mstep: Class 22 contains 12034 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 2003 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29202 members 
Mstep: Class 27 contains 1450 members 
Mstep: Class 28 contains 12335 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17058 members 
Mstep: Class 31 contains 17431 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12156 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 36135 members 
Mstep: Class 36 contains 20519 members 
Mstep: Class 37 contains 35537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369880.000000 Penalty: 124673.750000
Iteration 64Q: 38 clusters Score -1.203699e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 64920 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66319 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 101644 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 16284 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 55151 members 
Mstep: Class 14 contains 10518 members 
Mstep: Class 15 contains 123195 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 7951 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 52443 members 
Mstep: Class 21 contains 18673 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29187 members 
Mstep: Class 27 contains 1449 members 
Mstep: Class 28 contains 12395 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 17078 members 
Mstep: Class 31 contains 17495 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12104 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 36078 members 
Mstep: Class 36 contains 20539 members 
Mstep: Class 37 contains 35470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369704.000000 Penalty: 124673.750000
Iteration 65Q: 38 clusters Score -1.203697e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 64945 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66339 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 25129 members 
Mstep: Class 8 contains 101626 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 16293 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 55135 members 
Mstep: Class 14 contains 10514 members 
Mstep: Class 15 contains 123215 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 52442 members 
Mstep: Class 21 contains 18675 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29160 members 
Mstep: Class 27 contains 1449 members 
Mstep: Class 28 contains 12436 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 17079 members 
Mstep: Class 31 contains 17538 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 12017 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 36052 members 
Mstep: Class 36 contains 20558 members 
Mstep: Class 37 contains 35414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369824.000000 Penalty: 124673.750000
Iteration 66Q: 38 clusters Score -1.203698e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 64955 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66343 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 25018 members 
Mstep: Class 8 contains 101604 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 55108 members 
Mstep: Class 14 contains 10510 members 
Mstep: Class 15 contains 123231 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 7960 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 52434 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29163 members 
Mstep: Class 27 contains 1448 members 
Mstep: Class 28 contains 12470 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 17096 members 
Mstep: Class 31 contains 17571 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11949 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 36034 members 
Mstep: Class 36 contains 20575 members 
Mstep: Class 37 contains 35356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369552.000000 Penalty: 124673.750000
Iteration 67Q: 38 clusters Score -1.203696e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 64958 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66343 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 24907 members 
Mstep: Class 8 contains 101577 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 55085 members 
Mstep: Class 14 contains 10506 members 
Mstep: Class 15 contains 123241 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 20 contains 52430 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 12040 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29162 members 
Mstep: Class 27 contains 1447 members 
Mstep: Class 28 contains 12501 members 
Mstep: Class 29 contains 737 members 
Mstep: Class 30 contains 17117 members 
Mstep: Class 31 contains 17616 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 36019 members 
Mstep: Class 36 contains 20583 members 
Mstep: Class 37 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369712.000000 Penalty: 124673.750000
Iteration 68Q: 38 clusters Score -1.203697e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 64960 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66331 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 24807 members 
Mstep: Class 8 contains 101561 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 16330 members 
Mstep: Class 12 contains 10625 members 
Mstep: Class 13 contains 55072 members 
Mstep: Class 14 contains 10504 members 
Mstep: Class 15 contains 123254 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 7971 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 52410 members 
Mstep: Class 21 contains 18700 members 
Mstep: Class 22 contains 12037 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29161 members 
Mstep: Class 27 contains 1447 members 
Mstep: Class 28 contains 12528 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 17137 members 
Mstep: Class 31 contains 17658 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11819 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35996 members 
Mstep: Class 36 contains 20591 members 
Mstep: Class 37 contains 35262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370008.000000 Penalty: 124673.750000
Iteration 69Q: 38 clusters Score -1.2037e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 64982 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66323 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 24708 members 
Mstep: Class 8 contains 101545 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13387 members 
Mstep: Class 11 contains 16341 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 55055 members 
Mstep: Class 14 contains 10504 members 
Mstep: Class 15 contains 123271 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 52392 members 
Mstep: Class 21 contains 18711 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29156 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 12561 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 17159 members 
Mstep: Class 31 contains 17677 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11771 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35974 members 
Mstep: Class 36 contains 20593 members 
Mstep: Class 37 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370144.000000 Penalty: 124673.750000
Iteration 70Q: 38 clusters Score -1.203701e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 64997 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66322 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 24611 members 
Mstep: Class 8 contains 101515 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13398 members 
Mstep: Class 11 contains 16361 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 55042 members 
Mstep: Class 14 contains 10505 members 
Mstep: Class 15 contains 123287 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 52381 members 
Mstep: Class 21 contains 18727 members 
Mstep: Class 22 contains 12032 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 2439 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29148 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 12591 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 17182 members 
Mstep: Class 31 contains 17691 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11725 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35926 members 
Mstep: Class 36 contains 20597 members 
Mstep: Class 37 contains 35185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370160.000000 Penalty: 124673.750000
Iteration 71Q: 38 clusters Score -1.203702e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 65007 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66321 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 24500 members 
Mstep: Class 8 contains 101492 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 55027 members 
Mstep: Class 14 contains 10502 members 
Mstep: Class 15 contains 123307 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 7981 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 9961 members 
Mstep: Class 20 contains 52372 members 
Mstep: Class 21 contains 18732 members 
Mstep: Class 22 contains 12029 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29137 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12617 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17214 members 
Mstep: Class 31 contains 17702 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11690 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35870 members 
Mstep: Class 36 contains 20607 members 
Mstep: Class 37 contains 35151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370384.000000 Penalty: 124673.750000
Iteration 72Q: 38 clusters Score -1.203704e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 65017 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66325 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 24394 members 
Mstep: Class 8 contains 101469 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 10722 members 
Mstep: Class 13 contains 55014 members 
Mstep: Class 14 contains 10501 members 
Mstep: Class 15 contains 123320 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 52362 members 
Mstep: Class 21 contains 18744 members 
Mstep: Class 22 contains 12029 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29125 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12648 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17250 members 
Mstep: Class 31 contains 17719 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11662 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35826 members 
Mstep: Class 36 contains 20613 members 
Mstep: Class 37 contains 35102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370616.000000 Penalty: 124673.750000
Iteration 73Q: 38 clusters Score -1.203706e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 65025 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66331 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 24282 members 
Mstep: Class 8 contains 101450 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 16387 members 
Mstep: Class 12 contains 10745 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 10497 members 
Mstep: Class 15 contains 123347 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 52347 members 
Mstep: Class 21 contains 18752 members 
Mstep: Class 22 contains 12035 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29122 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12689 members 
Mstep: Class 29 contains 733 members 
Mstep: Class 30 contains 17294 members 
Mstep: Class 31 contains 17729 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11623 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35775 members 
Mstep: Class 36 contains 20614 members 
Mstep: Class 37 contains 35053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370632.000000 Penalty: 124673.750000
Iteration 74Q: 38 clusters Score -1.203706e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 65028 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66330 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 24177 members 
Mstep: Class 8 contains 101411 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 16396 members 
Mstep: Class 12 contains 10774 members 
Mstep: Class 13 contains 54999 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 123376 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7994 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10097 members 
Mstep: Class 20 contains 52325 members 
Mstep: Class 21 contains 18764 members 
Mstep: Class 22 contains 12042 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29125 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12720 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17342 members 
Mstep: Class 31 contains 17735 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11601 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35708 members 
Mstep: Class 36 contains 20621 members 
Mstep: Class 37 contains 35007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370840.000000 Penalty: 124673.750000
Iteration 75Q: 38 clusters Score -1.203708e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 65045 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66346 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 24073 members 
Mstep: Class 8 contains 101375 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 16406 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 54983 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 123388 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7996 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10142 members 
Mstep: Class 20 contains 52306 members 
Mstep: Class 21 contains 18773 members 
Mstep: Class 22 contains 12043 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29120 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12764 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17395 members 
Mstep: Class 31 contains 17746 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11571 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 35660 members 
Mstep: Class 36 contains 20626 members 
Mstep: Class 37 contains 34931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120371032.000000 Penalty: 124673.750000
Iteration 76Q: 38 clusters Score -1.20371e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 65055 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66363 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 23970 members 
Mstep: Class 8 contains 101352 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 16421 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 54971 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 123399 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10193 members 
Mstep: Class 20 contains 52283 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 12044 members 
Mstep: Class 23 contains 6720 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29115 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17451 members 
Mstep: Class 31 contains 17762 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11552 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35593 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120371016.000000 Penalty: 124673.750000
Iteration 77Q: 38 clusters Score -1.20371e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 65064 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66379 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 23863 members 
Mstep: Class 8 contains 101326 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 16427 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 54958 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 123409 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 52262 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 12043 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29104 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12853 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17485 members 
Mstep: Class 31 contains 17784 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11528 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35552 members 
Mstep: Class 36 contains 20630 members 
Mstep: Class 37 contains 34774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370816.000000 Penalty: 124673.750000
Iteration 78Q: 38 clusters Score -1.203708e+08 nChanged 894
Entering ConstructFrom: 
Score: -120370816.000000 Penalty: 124673.750000
Entering ConstructFrom: 
Trying to split cluster 1 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -1084878.500000 Penalty: 2203.314697
	Iteration 0F: 2 clusters Score -1084878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1078995.750000 Penalty: 4406.629395
	Iteration 0F: 3 clusters Score -1078996 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1080734.500000 Penalty: 4406.629395
	Iteration 1F: 3 clusters Score -1080734 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1081218.750000 Penalty: 4406.629395
	Iteration 2F: 3 clusters Score -1081219 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1081625.625000 Penalty: 4406.629395
	Iteration 3F: 3 clusters Score -1081626 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1081990.625000 Penalty: 4406.629395
	Iteration 4F: 3 clusters Score -1081991 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1082267.000000 Penalty: 4406.629395
	Iteration 5F: 3 clusters Score -1082267 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1082509.750000 Penalty: 4406.629395
	Iteration 6Q: 3 clusters Score -1082510 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1082691.375000 Penalty: 4406.629395
	Iteration 7Q: 3 clusters Score -1082691 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1082828.875000 Penalty: 4406.629395
	Iteration 8Q: 3 clusters Score -1082829 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1082940.500000 Penalty: 4406.629395
	Iteration 9Q: 3 clusters Score -1082940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1083045.375000 Penalty: 4406.629395
	Iteration 10Q: 3 clusters Score -1083045 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1083134.750000 Penalty: 4406.629395
	Iteration 11Q: 3 clusters Score -1083135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1083226.875000 Penalty: 4406.629395
	Iteration 12Q: 3 clusters Score -1083227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1083317.750000 Penalty: 4406.629395
	Iteration 13Q: 3 clusters Score -1083318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1083432.000000 Penalty: 4406.629395
	Iteration 14Q: 3 clusters Score -1083432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1083554.875000 Penalty: 4406.629395
	Iteration 15Q: 3 clusters Score -1083555 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1083715.125000 Penalty: 4406.629395
	Iteration 16Q: 3 clusters Score -1083715 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1083863.875000 Penalty: 4406.629395
	Iteration 17Q: 3 clusters Score -1083864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1083997.750000 Penalty: 4406.629395
	Iteration 18Q: 3 clusters Score -1083998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1084111.500000 Penalty: 4406.629395
	Iteration 19Q: 3 clusters Score -1084112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1084189.125000 Penalty: 4406.629395
	Iteration 20F: 3 clusters Score -1084189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1084229.875000 Penalty: 4406.629395
	Iteration 21Q: 3 clusters Score -1084230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1084260.750000 Penalty: 4406.629395
	Iteration 22Q: 3 clusters Score -1084261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1084284.875000 Penalty: 4406.629395
	Iteration 23Q: 3 clusters Score -1084285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1084296.625000 Penalty: 4406.629395
	Iteration 24Q: 3 clusters Score -1084297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1084304.750000 Penalty: 4406.629395
	Iteration 25Q: 3 clusters Score -1084305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1084306.625000 Penalty: 4406.629395
	Iteration 26Q: 3 clusters Score -1084307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1084311.750000 Penalty: 4406.629395
	Iteration 27Q: 3 clusters Score -1084312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1084311.625000 Penalty: 4406.629395
	Iteration 28Q: 3 clusters Score -1084312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1084310.250000 Penalty: 4406.629395
	Iteration 29Q: 3 clusters Score -1084310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1084312.625000 Penalty: 4406.629395
	Iteration 30Q: 3 clusters Score -1084313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1084313.875000 Penalty: 4406.629395
	Iteration 31Q: 3 clusters Score -1084314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1084313.250000 Penalty: 4406.629395
	Iteration 32Q: 3 clusters Score -1084313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1084317.125000 Penalty: 4406.629395
	Iteration 33Q: 3 clusters Score -1084317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1084319.250000 Penalty: 4406.629395
	Iteration 34Q: 3 clusters Score -1084319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1084320.750000 Penalty: 4406.629395
	Iteration 35Q: 3 clusters Score -1084321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1084324.625000 Penalty: 4406.629395
	Iteration 36Q: 3 clusters Score -1084325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1084324.500000 Penalty: 4406.629395
	Iteration 37Q: 3 clusters Score -1084324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1084325.875000 Penalty: 4406.629395
	Iteration 38Q: 3 clusters Score -1084326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1084325.875000 Penalty: 4406.629395
	Iteration 39F: 3 clusters Score -1084326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Entering Unmasked Estep 
Score: -10045804.000000 Penalty: 2748.634521
	Iteration 0F: 2 clusters Score -1.00458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -10002415.000000 Penalty: 5497.269043
	Iteration 0F: 3 clusters Score -1.000242e+07 nChanged 30335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -10020062.000000 Penalty: 5497.269043
	Iteration 1F: 3 clusters Score -1.002006e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -10021092.000000 Penalty: 5497.269043
	Iteration 2Q: 3 clusters Score -1.002109e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -10022100.000000 Penalty: 5497.269043
	Iteration 3Q: 3 clusters Score -1.00221e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -10023129.000000 Penalty: 5497.269043
	Iteration 4Q: 3 clusters Score -1.002313e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -10024116.000000 Penalty: 5497.269043
	Iteration 5Q: 3 clusters Score -1.002412e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -10025123.000000 Penalty: 5497.269043
	Iteration 6Q: 3 clusters Score -1.002512e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -10026118.000000 Penalty: 5497.269043
	Iteration 7Q: 3 clusters Score -1.002612e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -10027100.000000 Penalty: 5497.269043
	Iteration 8Q: 3 clusters Score -1.00271e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -10028088.000000 Penalty: 5497.269043
	Iteration 9Q: 3 clusters Score -1.002809e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -10029063.000000 Penalty: 5497.269043
	Iteration 10Q: 3 clusters Score -1.002906e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -10030152.000000 Penalty: 5497.269043
	Iteration 11Q: 3 clusters Score -1.003015e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -10031208.000000 Penalty: 5497.269043
	Iteration 12Q: 3 clusters Score -1.003121e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -10032400.000000 Penalty: 5497.269043
	Iteration 13Q: 3 clusters Score -1.00324e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -10033624.000000 Penalty: 5497.269043
	Iteration 14Q: 3 clusters Score -1.003362e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -10034814.000000 Penalty: 5497.269043
	Iteration 15Q: 3 clusters Score -1.003481e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -10035778.000000 Penalty: 5497.269043
	Iteration 16Q: 3 clusters Score -1.003578e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10036727.000000 Penalty: 5497.269043
	Iteration 17Q: 3 clusters Score -1.003673e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -10037579.000000 Penalty: 5497.269043
	Iteration 18Q: 3 clusters Score -1.003758e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -10038378.000000 Penalty: 5497.269043
	Iteration 19Q: 3 clusters Score -1.003838e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -10039188.000000 Penalty: 5497.269043
	Iteration 20F: 3 clusters Score -1.003919e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -10039937.000000 Penalty: 5497.269043
	Iteration 21Q: 3 clusters Score -1.003994e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -10040581.000000 Penalty: 5497.269043
	Iteration 22Q: 3 clusters Score -1.004058e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -10041173.000000 Penalty: 5497.269043
	Iteration 23Q: 3 clusters Score -1.004117e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -10041613.000000 Penalty: 5497.269043
	Iteration 24Q: 3 clusters Score -1.004161e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10042013.000000 Penalty: 5497.269043
	Iteration 25Q: 3 clusters Score -1.004201e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -10042276.000000 Penalty: 5497.269043
	Iteration 26Q: 3 clusters Score -1.004228e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10042488.000000 Penalty: 5497.269043
	Iteration 27Q: 3 clusters Score -1.004249e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10042633.000000 Penalty: 5497.269043
	Iteration 28Q: 3 clusters Score -1.004263e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10042771.000000 Penalty: 5497.269043
	Iteration 29Q: 3 clusters Score -1.004277e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10042904.000000 Penalty: 5497.269043
	Iteration 30Q: 3 clusters Score -1.00429e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10043018.000000 Penalty: 5497.269043
	Iteration 31Q: 3 clusters Score -1.004302e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10043092.000000 Penalty: 5497.269043
	Iteration 32Q: 3 clusters Score -1.004309e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10043164.000000 Penalty: 5497.269043
	Iteration 33Q: 3 clusters Score -1.004316e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10043212.000000 Penalty: 5497.269043
	Iteration 34Q: 3 clusters Score -1.004321e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10043255.000000 Penalty: 5497.269043
	Iteration 35Q: 3 clusters Score -1.004326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10043290.000000 Penalty: 5497.269043
	Iteration 36Q: 3 clusters Score -1.004329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10043342.000000 Penalty: 5497.269043
	Iteration 37Q: 3 clusters Score -1.004334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10043382.000000 Penalty: 5497.269043
	Iteration 38Q: 3 clusters Score -1.004338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10043409.000000 Penalty: 5497.269043
	Iteration 39Q: 3 clusters Score -1.004341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10043416.000000 Penalty: 5497.269043
	Iteration 40F: 3 clusters Score -1.004342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10043437.000000 Penalty: 5497.269043
	Iteration 41Q: 3 clusters Score -1.004344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10043443.000000 Penalty: 5497.269043
	Iteration 42Q: 3 clusters Score -1.004344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10043443.000000 Penalty: 5497.269043
	Iteration 43Q: 3 clusters Score -1.004344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10043453.000000 Penalty: 5497.269043
	Iteration 44Q: 3 clusters Score -1.004345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10043455.000000 Penalty: 5497.269043
	Iteration 45Q: 3 clusters Score -1.004346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10043452.000000 Penalty: 5497.269043
	Iteration 46Q: 3 clusters Score -1.004345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10043454.000000 Penalty: 5497.269043
	Iteration 47Q: 3 clusters Score -1.004345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10043451.000000 Penalty: 5497.269043
	Iteration 48Q: 3 clusters Score -1.004345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10043451.000000 Penalty: 5497.269043
	Iteration 49Q: 3 clusters Score -1.004345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10043456.000000 Penalty: 5497.269043
	Iteration 50Q: 3 clusters Score -1.004346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10043457.000000 Penalty: 5497.269043
	Iteration 51Q: 3 clusters Score -1.004346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10043451.000000 Penalty: 5497.269043
	Iteration 52Q: 3 clusters Score -1.004345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10043448.000000 Penalty: 5497.269043
	Iteration 53Q: 3 clusters Score -1.004345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10043449.000000 Penalty: 5497.269043
	Iteration 54Q: 3 clusters Score -1.004345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10043455.000000 Penalty: 5497.269043
	Iteration 55Q: 3 clusters Score -1.004346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10043456.000000 Penalty: 5497.269043
	Iteration 56Q: 3 clusters Score -1.004346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10043456.000000 Penalty: 5497.269043
	Iteration 57F: 3 clusters Score -1.004346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -152354.593750 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -152354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150443.203125 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -150443.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150741.781250 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -150741.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150914.640625 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -150914.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -151070.265625 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -151070.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151212.156250 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -151212.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151357.234375 Penalty: 3433.631348
	Iteration 5F: 3 clusters Score -151357.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151493.375000 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -151493.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151657.546875 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -151657.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152097.359375 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -152097.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152364.296875 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -152364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152434.218750 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -152434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152465.250000 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -152465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152488.562500 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -152488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152501.078125 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -152501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152502.546875 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -152502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152505.218750 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -152505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152505.218750 Penalty: 3433.631348
	Iteration 16F: 3 clusters Score -152505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 123416 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
Score: -120369488.000000 Penalty: 128043.312500
Splitting cluster 3 changes total score from -120370816.000000 to -120369488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -179287.968750 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -179288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -177179.109375 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -177179.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -177504.296875 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -177504.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177627.921875 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -177627.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177723.109375 Penalty: 3518.328857
	Iteration 3F: 3 clusters Score -177723.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -177839.515625 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -177839.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178030.796875 Penalty: 3518.328857
	Iteration 5F: 3 clusters Score -178030.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178410.015625 Penalty: 3518.328857
	Iteration 6F: 3 clusters Score -178410 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -179006.250000 Penalty: 3518.328857
	Iteration 7F: 3 clusters Score -179006.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179396.843750 Penalty: 3518.328857
	Iteration 8F: 3 clusters Score -179396.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179866.546875 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -179866.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180113.296875 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -180113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180128.390625 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -180128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180136.531250 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -180136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180138.609375 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -180138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180138.609375 Penalty: 3518.328857
	Iteration 14F: 3 clusters Score -180138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 123416 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 744 members 
Entering Unmasked Estep 
Score: -120370344.000000 Penalty: 128043.312500
Splitting cluster 4 changes total score from -120370816.000000 to -120370344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (66389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Entering Unmasked Estep 
Score: -10332064.000000 Penalty: 2753.615234
	Iteration 0F: 2 clusters Score -1.033206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -10287472.000000 Penalty: 5507.230469
	Iteration 0F: 3 clusters Score -1.028747e+07 nChanged 31104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -10305990.000000 Penalty: 5507.230469
	Iteration 1F: 3 clusters Score -1.030599e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -10308306.000000 Penalty: 5507.230469
	Iteration 2F: 3 clusters Score -1.030831e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -10311573.000000 Penalty: 5507.230469
	Iteration 3F: 3 clusters Score -1.031157e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -10315223.000000 Penalty: 5507.230469
	Iteration 4F: 3 clusters Score -1.031522e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -10318337.000000 Penalty: 5507.230469
	Iteration 5F: 3 clusters Score -1.031834e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -10320438.000000 Penalty: 5507.230469
	Iteration 6F: 3 clusters Score -1.032044e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -10321964.000000 Penalty: 5507.230469
	Iteration 7Q: 3 clusters Score -1.032196e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -10323077.000000 Penalty: 5507.230469
	Iteration 8Q: 3 clusters Score -1.032308e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -10324019.000000 Penalty: 5507.230469
	Iteration 9Q: 3 clusters Score -1.032402e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -10324925.000000 Penalty: 5507.230469
	Iteration 10Q: 3 clusters Score -1.032492e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -10325908.000000 Penalty: 5507.230469
	Iteration 11Q: 3 clusters Score -1.032591e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -10326790.000000 Penalty: 5507.230469
	Iteration 12Q: 3 clusters Score -1.032679e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -10327574.000000 Penalty: 5507.230469
	Iteration 13Q: 3 clusters Score -1.032757e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -10328105.000000 Penalty: 5507.230469
	Iteration 14Q: 3 clusters Score -1.03281e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10328541.000000 Penalty: 5507.230469
	Iteration 15Q: 3 clusters Score -1.032854e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10328897.000000 Penalty: 5507.230469
	Iteration 16Q: 3 clusters Score -1.03289e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10329178.000000 Penalty: 5507.230469
	Iteration 17Q: 3 clusters Score -1.032918e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10329366.000000 Penalty: 5507.230469
	Iteration 18Q: 3 clusters Score -1.032937e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10329488.000000 Penalty: 5507.230469
	Iteration 19Q: 3 clusters Score -1.032949e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10329554.000000 Penalty: 5507.230469
	Iteration 20F: 3 clusters Score -1.032955e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10329612.000000 Penalty: 5507.230469
	Iteration 21Q: 3 clusters Score -1.032961e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10329663.000000 Penalty: 5507.230469
	Iteration 22Q: 3 clusters Score -1.032966e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10329715.000000 Penalty: 5507.230469
	Iteration 23Q: 3 clusters Score -1.032972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10329736.000000 Penalty: 5507.230469
	Iteration 24Q: 3 clusters Score -1.032974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10329746.000000 Penalty: 5507.230469
	Iteration 25Q: 3 clusters Score -1.032975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10329740.000000 Penalty: 5507.230469
	Iteration 26Q: 3 clusters Score -1.032974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10329724.000000 Penalty: 5507.230469
	Iteration 27Q: 3 clusters Score -1.032972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10329734.000000 Penalty: 5507.230469
	Iteration 28Q: 3 clusters Score -1.032973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10329741.000000 Penalty: 5507.230469
	Iteration 29Q: 3 clusters Score -1.032974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10329758.000000 Penalty: 5507.230469
	Iteration 30Q: 3 clusters Score -1.032976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10329771.000000 Penalty: 5507.230469
	Iteration 31Q: 3 clusters Score -1.032977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10329775.000000 Penalty: 5507.230469
	Iteration 32Q: 3 clusters Score -1.032978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10329792.000000 Penalty: 5507.230469
	Iteration 33Q: 3 clusters Score -1.032979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10329786.000000 Penalty: 5507.230469
	Iteration 34Q: 3 clusters Score -1.032979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10329793.000000 Penalty: 5507.230469
	Iteration 35Q: 3 clusters Score -1.032979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10329799.000000 Penalty: 5507.230469
	Iteration 36Q: 3 clusters Score -1.03298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10329811.000000 Penalty: 5507.230469
	Iteration 37Q: 3 clusters Score -1.032981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10329808.000000 Penalty: 5507.230469
	Iteration 38Q: 3 clusters Score -1.032981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10329822.000000 Penalty: 5507.230469
	Iteration 39Q: 3 clusters Score -1.032982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10329816.000000 Penalty: 5507.230469
	Iteration 40F: 3 clusters Score -1.032982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10329823.000000 Penalty: 5507.230469
	Iteration 41Q: 3 clusters Score -1.032982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10329835.000000 Penalty: 5507.230469
	Iteration 42Q: 3 clusters Score -1.032984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10329825.000000 Penalty: 5507.230469
	Iteration 43Q: 3 clusters Score -1.032982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10329834.000000 Penalty: 5507.230469
	Iteration 44Q: 3 clusters Score -1.032983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10329838.000000 Penalty: 5507.230469
	Iteration 45Q: 3 clusters Score -1.032984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10329847.000000 Penalty: 5507.230469
	Iteration 46Q: 3 clusters Score -1.032985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10329853.000000 Penalty: 5507.230469
	Iteration 47Q: 3 clusters Score -1.032985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10329847.000000 Penalty: 5507.230469
	Iteration 48Q: 3 clusters Score -1.032985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10329849.000000 Penalty: 5507.230469
	Iteration 49Q: 3 clusters Score -1.032985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10329852.000000 Penalty: 5507.230469
	Iteration 50Q: 3 clusters Score -1.032985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10329852.000000 Penalty: 5507.230469
	Iteration 51Q: 3 clusters Score -1.032985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10329852.000000 Penalty: 5507.230469
	Iteration 52F: 3 clusters Score -1.032985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -517291.562500 Penalty: 2027.605591
	Iteration 0F: 2 clusters Score -517291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -513667.906250 Penalty: 4055.211182
	Iteration 0F: 3 clusters Score -513667.9 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -514665.968750 Penalty: 4055.211182
	Iteration 1F: 3 clusters Score -514666 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -515159.750000 Penalty: 4055.211182
	Iteration 2F: 3 clusters Score -515159.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -515686.843750 Penalty: 4055.211182
	Iteration 3F: 3 clusters Score -515686.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -516250.281250 Penalty: 4055.211182
	Iteration 4F: 3 clusters Score -516250.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -516685.281250 Penalty: 4055.211182
	Iteration 5F: 3 clusters Score -516685.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -517164.218750 Penalty: 4055.211182
	Iteration 6F: 3 clusters Score -517164.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -517676.031250 Penalty: 4055.211182
	Iteration 7F: 3 clusters Score -517676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -518112.875000 Penalty: 4055.211182
	Iteration 8F: 3 clusters Score -518112.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -518401.687500 Penalty: 4055.211182
	Iteration 9Q: 3 clusters Score -518401.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -518600.875000 Penalty: 4055.211182
	Iteration 10Q: 3 clusters Score -518600.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -518697.718750 Penalty: 4055.211182
	Iteration 11Q: 3 clusters Score -518697.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -518735.343750 Penalty: 4055.211182
	Iteration 12Q: 3 clusters Score -518735.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -518758.062500 Penalty: 4055.211182
	Iteration 13Q: 3 clusters Score -518758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -518780.843750 Penalty: 4055.211182
	Iteration 14Q: 3 clusters Score -518780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -518804.687500 Penalty: 4055.211182
	Iteration 15Q: 3 clusters Score -518804.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -518822.093750 Penalty: 4055.211182
	Iteration 16Q: 3 clusters Score -518822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -518834.531250 Penalty: 4055.211182
	Iteration 17Q: 3 clusters Score -518834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -518842.343750 Penalty: 4055.211182
	Iteration 18Q: 3 clusters Score -518842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -518851.312500 Penalty: 4055.211182
	Iteration 19Q: 3 clusters Score -518851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -518857.500000 Penalty: 4055.211182
	Iteration 20F: 3 clusters Score -518857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -518868.125000 Penalty: 4055.211182
	Iteration 21Q: 3 clusters Score -518868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -518872.218750 Penalty: 4055.211182
	Iteration 22Q: 3 clusters Score -518872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -518872.562500 Penalty: 4055.211182
	Iteration 23Q: 3 clusters Score -518872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -518872.562500 Penalty: 4055.211182
	Iteration 24F: 3 clusters Score -518872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 11019 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 123416 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Entering Unmasked Estep 
Score: -120371456.000000 Penalty: 128043.312500
Splitting cluster 6 changes total score from -120370816.000000 to -120371456.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (23761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Entering Unmasked Estep 
Score: -3521235.250000 Penalty: 2498.798584
	Iteration 0F: 2 clusters Score -3521235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3504762.500000 Penalty: 4997.597168
	Iteration 0F: 3 clusters Score -3504762 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3510829.750000 Penalty: 4997.597168
	Iteration 1F: 3 clusters Score -3510830 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3511697.000000 Penalty: 4997.597168
	Iteration 2F: 3 clusters Score -3511697 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3512738.250000 Penalty: 4997.597168
	Iteration 3F: 3 clusters Score -3512738 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3513833.250000 Penalty: 4997.597168
	Iteration 4F: 3 clusters Score -3513833 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3514836.250000 Penalty: 4997.597168
	Iteration 5F: 3 clusters Score -3514836 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3515755.000000 Penalty: 4997.597168
	Iteration 6F: 3 clusters Score -3515755 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3516434.250000 Penalty: 4997.597168
	Iteration 7F: 3 clusters Score -3516434 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3516850.000000 Penalty: 4997.597168
	Iteration 8Q: 3 clusters Score -3516850 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3517097.000000 Penalty: 4997.597168
	Iteration 9Q: 3 clusters Score -3517097 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3517282.000000 Penalty: 4997.597168
	Iteration 10Q: 3 clusters Score -3517282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3517427.500000 Penalty: 4997.597168
	Iteration 11Q: 3 clusters Score -3517428 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3517558.250000 Penalty: 4997.597168
	Iteration 12Q: 3 clusters Score -3517558 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3517670.500000 Penalty: 4997.597168
	Iteration 13Q: 3 clusters Score -3517670 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3517729.500000 Penalty: 4997.597168
	Iteration 14Q: 3 clusters Score -3517730 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3517798.000000 Penalty: 4997.597168
	Iteration 15Q: 3 clusters Score -3517798 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3517884.500000 Penalty: 4997.597168
	Iteration 16Q: 3 clusters Score -3517884 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3517940.000000 Penalty: 4997.597168
	Iteration 17Q: 3 clusters Score -3517940 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3517997.500000 Penalty: 4997.597168
	Iteration 18Q: 3 clusters Score -3517998 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3518041.000000 Penalty: 4997.597168
	Iteration 19Q: 3 clusters Score -3518041 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3518086.000000 Penalty: 4997.597168
	Iteration 20F: 3 clusters Score -3518086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3518130.750000 Penalty: 4997.597168
	Iteration 21Q: 3 clusters Score -3518131 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3518174.500000 Penalty: 4997.597168
	Iteration 22Q: 3 clusters Score -3518174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3518203.750000 Penalty: 4997.597168
	Iteration 23Q: 3 clusters Score -3518204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3518231.750000 Penalty: 4997.597168
	Iteration 24Q: 3 clusters Score -3518232 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3518247.250000 Penalty: 4997.597168
	Iteration 25Q: 3 clusters Score -3518247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3518274.500000 Penalty: 4997.597168
	Iteration 26Q: 3 clusters Score -3518274 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3518294.750000 Penalty: 4997.597168
	Iteration 27Q: 3 clusters Score -3518295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3518316.250000 Penalty: 4997.597168
	Iteration 28Q: 3 clusters Score -3518316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3518365.750000 Penalty: 4997.597168
	Iteration 29Q: 3 clusters Score -3518366 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3518401.750000 Penalty: 4997.597168
	Iteration 30Q: 3 clusters Score -3518402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3518436.000000 Penalty: 4997.597168
	Iteration 31Q: 3 clusters Score -3518436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3518461.750000 Penalty: 4997.597168
	Iteration 32Q: 3 clusters Score -3518462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3518483.000000 Penalty: 4997.597168
	Iteration 33Q: 3 clusters Score -3518483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3518506.750000 Penalty: 4997.597168
	Iteration 34Q: 3 clusters Score -3518507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3518550.500000 Penalty: 4997.597168
	Iteration 35Q: 3 clusters Score -3518550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3518580.000000 Penalty: 4997.597168
	Iteration 36Q: 3 clusters Score -3518580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3518614.500000 Penalty: 4997.597168
	Iteration 37Q: 3 clusters Score -3518614 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3518634.500000 Penalty: 4997.597168
	Iteration 38Q: 3 clusters Score -3518634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3518676.250000 Penalty: 4997.597168
	Iteration 39Q: 3 clusters Score -3518676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3518740.500000 Penalty: 4997.597168
	Iteration 40F: 3 clusters Score -3518740 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3518787.250000 Penalty: 4997.597168
	Iteration 41Q: 3 clusters Score -3518787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3518829.000000 Penalty: 4997.597168
	Iteration 42Q: 3 clusters Score -3518829 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3518877.000000 Penalty: 4997.597168
	Iteration 43Q: 3 clusters Score -3518877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3518933.250000 Penalty: 4997.597168
	Iteration 44Q: 3 clusters Score -3518933 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3518976.500000 Penalty: 4997.597168
	Iteration 45Q: 3 clusters Score -3518976 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3519045.500000 Penalty: 4997.597168
	Iteration 46Q: 3 clusters Score -3519046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3519104.250000 Penalty: 4997.597168
	Iteration 47Q: 3 clusters Score -3519104 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3519158.500000 Penalty: 4997.597168
	Iteration 48Q: 3 clusters Score -3519158 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3519210.250000 Penalty: 4997.597168
	Iteration 49Q: 3 clusters Score -3519210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3519294.250000 Penalty: 4997.597168
	Iteration 50Q: 3 clusters Score -3519294 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3519372.000000 Penalty: 4997.597168
	Iteration 51Q: 3 clusters Score -3519372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3519473.750000 Penalty: 4997.597168
	Iteration 52Q: 3 clusters Score -3519474 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3519582.000000 Penalty: 4997.597168
	Iteration 53Q: 3 clusters Score -3519582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3519641.500000 Penalty: 4997.597168
	Iteration 54Q: 3 clusters Score -3519642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3519717.750000 Penalty: 4997.597168
	Iteration 55Q: 3 clusters Score -3519718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3519771.500000 Penalty: 4997.597168
	Iteration 56Q: 3 clusters Score -3519772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3519823.750000 Penalty: 4997.597168
	Iteration 57Q: 3 clusters Score -3519824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3519848.750000 Penalty: 4997.597168
	Iteration 58Q: 3 clusters Score -3519849 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3519861.750000 Penalty: 4997.597168
	Iteration 59Q: 3 clusters Score -3519862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3519910.500000 Penalty: 4997.597168
	Iteration 60F: 3 clusters Score -3519910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3519925.750000 Penalty: 4997.597168
	Iteration 61Q: 3 clusters Score -3519926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3519961.500000 Penalty: 4997.597168
	Iteration 62Q: 3 clusters Score -3519962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3519997.000000 Penalty: 4997.597168
	Iteration 63Q: 3 clusters Score -3519997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3520026.000000 Penalty: 4997.597168
	Iteration 64Q: 3 clusters Score -3520026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3520043.750000 Penalty: 4997.597168
	Iteration 65Q: 3 clusters Score -3520044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3520046.500000 Penalty: 4997.597168
	Iteration 66Q: 3 clusters Score -3520046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3520069.750000 Penalty: 4997.597168
	Iteration 67Q: 3 clusters Score -3520070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3520068.750000 Penalty: 4997.597168
	Iteration 68Q: 3 clusters Score -3520069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3520074.750000 Penalty: 4997.597168
	Iteration 69Q: 3 clusters Score -3520075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3520090.750000 Penalty: 4997.597168
	Iteration 70Q: 3 clusters Score -3520091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3520100.500000 Penalty: 4997.597168
	Iteration 71Q: 3 clusters Score -3520100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3520106.750000 Penalty: 4997.597168
	Iteration 72Q: 3 clusters Score -3520107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3520115.000000 Penalty: 4997.597168
	Iteration 73Q: 3 clusters Score -3520115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3520112.000000 Penalty: 4997.597168
	Iteration 74Q: 3 clusters Score -3520112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3520116.250000 Penalty: 4997.597168
	Iteration 75Q: 3 clusters Score -3520116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3520123.250000 Penalty: 4997.597168
	Iteration 76Q: 3 clusters Score -3520123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3520126.250000 Penalty: 4997.597168
	Iteration 77Q: 3 clusters Score -3520126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3520120.500000 Penalty: 4997.597168
	Iteration 78Q: 3 clusters Score -3520120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3520119.000000 Penalty: 4997.597168
	Iteration 79Q: 3 clusters Score -3520119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3520123.250000 Penalty: 4997.597168
	Iteration 80F: 3 clusters Score -3520123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3520119.250000 Penalty: 4997.597168
	Iteration 81Q: 3 clusters Score -3520119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3520124.000000 Penalty: 4997.597168
	Iteration 82Q: 3 clusters Score -3520124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3520126.250000 Penalty: 4997.597168
	Iteration 83Q: 3 clusters Score -3520126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3520124.750000 Penalty: 4997.597168
	Iteration 84Q: 3 clusters Score -3520125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3520124.500000 Penalty: 4997.597168
	Iteration 85Q: 3 clusters Score -3520124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3520123.750000 Penalty: 4997.597168
	Iteration 86Q: 3 clusters Score -3520124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3520124.500000 Penalty: 4997.597168
	Iteration 87Q: 3 clusters Score -3520124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3520126.000000 Penalty: 4997.597168
	Iteration 88Q: 3 clusters Score -3520126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3520126.000000 Penalty: 4997.597168
	Iteration 89F: 3 clusters Score -3520126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Entering Unmasked Estep 
Score: -15794639.000000 Penalty: 2858.408691
	Iteration 0F: 2 clusters Score -1.579464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -15729038.000000 Penalty: 5716.817383
	Iteration 0F: 3 clusters Score -1.572904e+07 nChanged 47721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -15756502.000000 Penalty: 5716.817383
	Iteration 1F: 3 clusters Score -1.57565e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -15757692.000000 Penalty: 5716.817383
	Iteration 2Q: 3 clusters Score -1.575769e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -15758988.000000 Penalty: 5716.817383
	Iteration 3Q: 3 clusters Score -1.575899e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -15760740.000000 Penalty: 5716.817383
	Iteration 4Q: 3 clusters Score -1.576074e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -15762838.000000 Penalty: 5716.817383
	Iteration 5Q: 3 clusters Score -1.576284e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -15765617.000000 Penalty: 5716.817383
	Iteration 6F: 3 clusters Score -1.576562e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -15768966.000000 Penalty: 5716.817383
	Iteration 7F: 3 clusters Score -1.576897e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -15773310.000000 Penalty: 5716.817383
	Iteration 8F: 3 clusters Score -1.577331e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -15777642.000000 Penalty: 5716.817383
	Iteration 9F: 3 clusters Score -1.577764e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -15781551.000000 Penalty: 5716.817383
	Iteration 10F: 3 clusters Score -1.578155e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -15784565.000000 Penalty: 5716.817383
	Iteration 11Q: 3 clusters Score -1.578456e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -15786939.000000 Penalty: 5716.817383
	Iteration 12Q: 3 clusters Score -1.578694e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -15788642.000000 Penalty: 5716.817383
	Iteration 13Q: 3 clusters Score -1.578864e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -15789848.000000 Penalty: 5716.817383
	Iteration 14Q: 3 clusters Score -1.578985e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -15790661.000000 Penalty: 5716.817383
	Iteration 15Q: 3 clusters Score -1.579066e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -15791267.000000 Penalty: 5716.817383
	Iteration 16Q: 3 clusters Score -1.579127e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -15791712.000000 Penalty: 5716.817383
	Iteration 17Q: 3 clusters Score -1.579171e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -15791997.000000 Penalty: 5716.817383
	Iteration 18Q: 3 clusters Score -1.5792e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15792192.000000 Penalty: 5716.817383
	Iteration 19Q: 3 clusters Score -1.579219e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -15792356.000000 Penalty: 5716.817383
	Iteration 20F: 3 clusters Score -1.579236e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -15792472.000000 Penalty: 5716.817383
	Iteration 21Q: 3 clusters Score -1.579247e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -15792547.000000 Penalty: 5716.817383
	Iteration 22Q: 3 clusters Score -1.579255e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -15792615.000000 Penalty: 5716.817383
	Iteration 23Q: 3 clusters Score -1.579262e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -15792654.000000 Penalty: 5716.817383
	Iteration 24Q: 3 clusters Score -1.579265e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -15792670.000000 Penalty: 5716.817383
	Iteration 25Q: 3 clusters Score -1.579267e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -15792756.000000 Penalty: 5716.817383
	Iteration 26Q: 3 clusters Score -1.579276e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -15792760.000000 Penalty: 5716.817383
	Iteration 27Q: 3 clusters Score -1.579276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -15792811.000000 Penalty: 5716.817383
	Iteration 28Q: 3 clusters Score -1.579281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -15792812.000000 Penalty: 5716.817383
	Iteration 29Q: 3 clusters Score -1.579281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -15792838.000000 Penalty: 5716.817383
	Iteration 30Q: 3 clusters Score -1.579284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -15792839.000000 Penalty: 5716.817383
	Iteration 31Q: 3 clusters Score -1.579284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -15792848.000000 Penalty: 5716.817383
	Iteration 32Q: 3 clusters Score -1.579285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -15792876.000000 Penalty: 5716.817383
	Iteration 33Q: 3 clusters Score -1.579288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -15792886.000000 Penalty: 5716.817383
	Iteration 34Q: 3 clusters Score -1.579289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -15792891.000000 Penalty: 5716.817383
	Iteration 35Q: 3 clusters Score -1.579289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -15792911.000000 Penalty: 5716.817383
	Iteration 36Q: 3 clusters Score -1.579291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -15792905.000000 Penalty: 5716.817383
	Iteration 37Q: 3 clusters Score -1.57929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -15792910.000000 Penalty: 5716.817383
	Iteration 38Q: 3 clusters Score -1.579291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -15792890.000000 Penalty: 5716.817383
	Iteration 39Q: 3 clusters Score -1.579289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -15792905.000000 Penalty: 5716.817383
	Iteration 40F: 3 clusters Score -1.57929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -15792928.000000 Penalty: 5716.817383
	Iteration 41Q: 3 clusters Score -1.579293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -15792954.000000 Penalty: 5716.817383
	Iteration 42Q: 3 clusters Score -1.579295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -15792967.000000 Penalty: 5716.817383
	Iteration 43Q: 3 clusters Score -1.579297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -15792964.000000 Penalty: 5716.817383
	Iteration 44Q: 3 clusters Score -1.579296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -15792977.000000 Penalty: 5716.817383
	Iteration 45Q: 3 clusters Score -1.579298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -15792976.000000 Penalty: 5716.817383
	Iteration 46Q: 3 clusters Score -1.579298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -15792994.000000 Penalty: 5716.817383
	Iteration 47Q: 3 clusters Score -1.579299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -15792989.000000 Penalty: 5716.817383
	Iteration 48Q: 3 clusters Score -1.579299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -15793002.000000 Penalty: 5716.817383
	Iteration 49Q: 3 clusters Score -1.5793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -15793012.000000 Penalty: 5716.817383
	Iteration 50Q: 3 clusters Score -1.579301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -15793047.000000 Penalty: 5716.817383
	Iteration 51Q: 3 clusters Score -1.579305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -15793051.000000 Penalty: 5716.817383
	Iteration 52Q: 3 clusters Score -1.579305e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -15793047.000000 Penalty: 5716.817383
	Iteration 53Q: 3 clusters Score -1.579305e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -15793054.000000 Penalty: 5716.817383
	Iteration 54Q: 3 clusters Score -1.579305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -15793073.000000 Penalty: 5716.817383
	Iteration 55Q: 3 clusters Score -1.579307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -15793096.000000 Penalty: 5716.817383
	Iteration 56Q: 3 clusters Score -1.57931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -15793139.000000 Penalty: 5716.817383
	Iteration 57Q: 3 clusters Score -1.579314e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -15793151.000000 Penalty: 5716.817383
	Iteration 58Q: 3 clusters Score -1.579315e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -15793171.000000 Penalty: 5716.817383
	Iteration 59Q: 3 clusters Score -1.579317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -15793178.000000 Penalty: 5716.817383
	Iteration 60F: 3 clusters Score -1.579318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -15793197.000000 Penalty: 5716.817383
	Iteration 61Q: 3 clusters Score -1.57932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -15793206.000000 Penalty: 5716.817383
	Iteration 62Q: 3 clusters Score -1.579321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -15793220.000000 Penalty: 5716.817383
	Iteration 63Q: 3 clusters Score -1.579322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -15793226.000000 Penalty: 5716.817383
	Iteration 64Q: 3 clusters Score -1.579323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -15793236.000000 Penalty: 5716.817383
	Iteration 65Q: 3 clusters Score -1.579324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -15793263.000000 Penalty: 5716.817383
	Iteration 66Q: 3 clusters Score -1.579326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -15793258.000000 Penalty: 5716.817383
	Iteration 67Q: 3 clusters Score -1.579326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -15793276.000000 Penalty: 5716.817383
	Iteration 68Q: 3 clusters Score -1.579328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -15793266.000000 Penalty: 5716.817383
	Iteration 69Q: 3 clusters Score -1.579327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -15793278.000000 Penalty: 5716.817383
	Iteration 70Q: 3 clusters Score -1.579328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -15793289.000000 Penalty: 5716.817383
	Iteration 71Q: 3 clusters Score -1.579329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -15793296.000000 Penalty: 5716.817383
	Iteration 72Q: 3 clusters Score -1.57933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -15793294.000000 Penalty: 5716.817383
	Iteration 73Q: 3 clusters Score -1.579329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -15793299.000000 Penalty: 5716.817383
	Iteration 74Q: 3 clusters Score -1.57933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -15793309.000000 Penalty: 5716.817383
	Iteration 75Q: 3 clusters Score -1.579331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -15793298.000000 Penalty: 5716.817383
	Iteration 76Q: 3 clusters Score -1.57933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -15793310.000000 Penalty: 5716.817383
	Iteration 77Q: 3 clusters Score -1.579331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -15793313.000000 Penalty: 5716.817383
	Iteration 78Q: 3 clusters Score -1.579331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -15793309.000000 Penalty: 5716.817383
	Iteration 79Q: 3 clusters Score -1.579331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -15793313.000000 Penalty: 5716.817383
	Iteration 80F: 3 clusters Score -1.579331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -15793316.000000 Penalty: 5716.817383
	Iteration 81Q: 3 clusters Score -1.579332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -15793317.000000 Penalty: 5716.817383
	Iteration 82Q: 3 clusters Score -1.579332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -15793309.000000 Penalty: 5716.817383
	Iteration 83Q: 3 clusters Score -1.579331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -15793314.000000 Penalty: 5716.817383
	Iteration 84Q: 3 clusters Score -1.579331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15793313.000000 Penalty: 5716.817383
	Iteration 85Q: 3 clusters Score -1.579331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15793319.000000 Penalty: 5716.817383
	Iteration 86Q: 3 clusters Score -1.579332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15793319.000000 Penalty: 5716.817383
	Iteration 87Q: 3 clusters Score -1.579332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15793321.000000 Penalty: 5716.817383
	Iteration 88Q: 3 clusters Score -1.579332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -15793321.000000 Penalty: 5716.817383
	Iteration 89F: 3 clusters Score -1.579332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -33180.683594 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -33180.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32073.615234 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -32073.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32331.660156 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -32331.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32454.261719 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -32454.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32525.347656 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -32525.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32543.175781 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -32543.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32585.218750 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -32585.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32623.794922 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -32623.79 nChanged 1
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: -32625.867188 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -32625.87 nChanged 0
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: -32625.867188 Penalty: 2798.385986
	Iteration 8F: 3 clusters Score -32625.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -2013265.500000 Penalty: 2357.762207
	Iteration 0F: 2 clusters Score -2013266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2003511.375000 Penalty: 4715.524414
	Iteration 0F: 3 clusters Score -2003511 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2006908.500000 Penalty: 4715.524414
	Iteration 1F: 3 clusters Score -2006908 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2007644.625000 Penalty: 4715.524414
	Iteration 2F: 3 clusters Score -2007645 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2008432.375000 Penalty: 4715.524414
	Iteration 3F: 3 clusters Score -2008432 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2009281.250000 Penalty: 4715.524414
	Iteration 4F: 3 clusters Score -2009281 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2010155.125000 Penalty: 4715.524414
	Iteration 5F: 3 clusters Score -2010155 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2010908.875000 Penalty: 4715.524414
	Iteration 6F: 3 clusters Score -2010909 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2011395.125000 Penalty: 4715.524414
	Iteration 7F: 3 clusters Score -2011395 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2011747.500000 Penalty: 4715.524414
	Iteration 8Q: 3 clusters Score -2011748 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2012015.000000 Penalty: 4715.524414
	Iteration 9Q: 3 clusters Score -2012015 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2012225.500000 Penalty: 4715.524414
	Iteration 10Q: 3 clusters Score -2012226 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2012374.125000 Penalty: 4715.524414
	Iteration 11Q: 3 clusters Score -2012374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2012494.125000 Penalty: 4715.524414
	Iteration 12Q: 3 clusters Score -2012494 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2012589.250000 Penalty: 4715.524414
	Iteration 13Q: 3 clusters Score -2012589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2012682.375000 Penalty: 4715.524414
	Iteration 14Q: 3 clusters Score -2012682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2012787.500000 Penalty: 4715.524414
	Iteration 15Q: 3 clusters Score -2012788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2012870.625000 Penalty: 4715.524414
	Iteration 16Q: 3 clusters Score -2012871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2012945.000000 Penalty: 4715.524414
	Iteration 17Q: 3 clusters Score -2012945 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2013019.375000 Penalty: 4715.524414
	Iteration 18Q: 3 clusters Score -2013019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2013070.375000 Penalty: 4715.524414
	Iteration 19Q: 3 clusters Score -2013070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2013105.000000 Penalty: 4715.524414
	Iteration 20F: 3 clusters Score -2013105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2013129.375000 Penalty: 4715.524414
	Iteration 21Q: 3 clusters Score -2013129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2013152.125000 Penalty: 4715.524414
	Iteration 22Q: 3 clusters Score -2013152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2013165.125000 Penalty: 4715.524414
	Iteration 23Q: 3 clusters Score -2013165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2013175.375000 Penalty: 4715.524414
	Iteration 24Q: 3 clusters Score -2013175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2013189.125000 Penalty: 4715.524414
	Iteration 25Q: 3 clusters Score -2013189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2013195.625000 Penalty: 4715.524414
	Iteration 26Q: 3 clusters Score -2013196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2013196.375000 Penalty: 4715.524414
	Iteration 27Q: 3 clusters Score -2013196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2013199.125000 Penalty: 4715.524414
	Iteration 28Q: 3 clusters Score -2013199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2013200.500000 Penalty: 4715.524414
	Iteration 29Q: 3 clusters Score -2013200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2013197.375000 Penalty: 4715.524414
	Iteration 30Q: 3 clusters Score -2013197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2013200.875000 Penalty: 4715.524414
	Iteration 31Q: 3 clusters Score -2013201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2013201.250000 Penalty: 4715.524414
	Iteration 32Q: 3 clusters Score -2013201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2013201.750000 Penalty: 4715.524414
	Iteration 33Q: 3 clusters Score -2013202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2013203.375000 Penalty: 4715.524414
	Iteration 34Q: 3 clusters Score -2013203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2013202.750000 Penalty: 4715.524414
	Iteration 35Q: 3 clusters Score -2013203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2013202.125000 Penalty: 4715.524414
	Iteration 36Q: 3 clusters Score -2013202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2013199.625000 Penalty: 4715.524414
	Iteration 37Q: 3 clusters Score -2013200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2013198.250000 Penalty: 4715.524414
	Iteration 38Q: 3 clusters Score -2013198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2013196.375000 Penalty: 4715.524414
	Iteration 39Q: 3 clusters Score -2013196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2013196.625000 Penalty: 4715.524414
	Iteration 40F: 3 clusters Score -2013197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2013196.125000 Penalty: 4715.524414
	Iteration 41Q: 3 clusters Score -2013196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2013196.125000 Penalty: 4715.524414
	Iteration 42F: 3 clusters Score -2013196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -2705635.000000 Penalty: 2407.362793
	Iteration 0F: 2 clusters Score -2705635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2693833.500000 Penalty: 4814.725586
	Iteration 0F: 3 clusters Score -2693834 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2697670.750000 Penalty: 4814.725586
	Iteration 1F: 3 clusters Score -2697671 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2698039.750000 Penalty: 4814.725586
	Iteration 2F: 3 clusters Score -2698040 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2698302.250000 Penalty: 4814.725586
	Iteration 3Q: 3 clusters Score -2698302 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2698501.000000 Penalty: 4814.725586
	Iteration 4Q: 3 clusters Score -2698501 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2698688.500000 Penalty: 4814.725586
	Iteration 5Q: 3 clusters Score -2698688 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2698937.000000 Penalty: 4814.725586
	Iteration 6Q: 3 clusters Score -2698937 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2699241.500000 Penalty: 4814.725586
	Iteration 7Q: 3 clusters Score -2699242 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2699679.500000 Penalty: 4814.725586
	Iteration 8Q: 3 clusters Score -2699680 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2700221.750000 Penalty: 4814.725586
	Iteration 9F: 3 clusters Score -2700222 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2700888.250000 Penalty: 4814.725586
	Iteration 10F: 3 clusters Score -2700888 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2701641.250000 Penalty: 4814.725586
	Iteration 11F: 3 clusters Score -2701641 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2702322.750000 Penalty: 4814.725586
	Iteration 12Q: 3 clusters Score -2702323 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2702827.250000 Penalty: 4814.725586
	Iteration 13Q: 3 clusters Score -2702827 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2703133.500000 Penalty: 4814.725586
	Iteration 14Q: 3 clusters Score -2703134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2703319.000000 Penalty: 4814.725586
	Iteration 15Q: 3 clusters Score -2703319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2703414.500000 Penalty: 4814.725586
	Iteration 16Q: 3 clusters Score -2703414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2703461.250000 Penalty: 4814.725586
	Iteration 17Q: 3 clusters Score -2703461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2703490.750000 Penalty: 4814.725586
	Iteration 18Q: 3 clusters Score -2703491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2703513.000000 Penalty: 4814.725586
	Iteration 19Q: 3 clusters Score -2703513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2703521.000000 Penalty: 4814.725586
	Iteration 20F: 3 clusters Score -2703521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2703533.250000 Penalty: 4814.725586
	Iteration 21Q: 3 clusters Score -2703533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2703542.250000 Penalty: 4814.725586
	Iteration 22Q: 3 clusters Score -2703542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2703553.250000 Penalty: 4814.725586
	Iteration 23Q: 3 clusters Score -2703553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2703555.250000 Penalty: 4814.725586
	Iteration 24Q: 3 clusters Score -2703555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2703556.750000 Penalty: 4814.725586
	Iteration 25Q: 3 clusters Score -2703557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2703556.750000 Penalty: 4814.725586
	Iteration 26Q: 3 clusters Score -2703557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2703556.750000 Penalty: 4814.725586
	Iteration 27F: 3 clusters Score -2703557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1621952.125000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -1621952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1613692.125000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -1613692 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1616753.500000 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -1616754 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1617869.750000 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -1617870 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1619026.375000 Penalty: 4616.458496
	Iteration 3F: 3 clusters Score -1619026 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1619943.375000 Penalty: 4616.458496
	Iteration 4F: 3 clusters Score -1619943 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1620537.750000 Penalty: 4616.458496
	Iteration 5F: 3 clusters Score -1620538 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1620927.375000 Penalty: 4616.458496
	Iteration 6F: 3 clusters Score -1620927 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1621199.250000 Penalty: 4616.458496
	Iteration 7Q: 3 clusters Score -1621199 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1621418.625000 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -1621419 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1621592.500000 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -1621592 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1621724.000000 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -1621724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1621846.000000 Penalty: 4616.458496
	Iteration 11Q: 3 clusters Score -1621846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1621962.625000 Penalty: 4616.458496
	Iteration 12Q: 3 clusters Score -1621963 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1622076.625000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -1622077 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1622202.750000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -1622203 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1622305.500000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -1622306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1622401.375000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -1622401 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1622488.125000 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -1622488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1622611.000000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -1622611 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1622757.875000 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -1622758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1622938.625000 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -1622939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1623081.750000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -1623082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1623155.875000 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -1623156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1623197.500000 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -1623198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1623222.625000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -1623223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1623230.750000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -1623231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1623239.250000 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -1623239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1623258.875000 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -1623259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1623259.750000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -1623260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1623270.250000 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -1623270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1623269.875000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -1623270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1623273.500000 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -1623274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1623277.500000 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -1623278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1623276.875000 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -1623277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1623279.125000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -1623279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1623280.250000 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -1623280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1623280.500000 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -1623280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1623285.750000 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -1623286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1623288.625000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -1623289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1623289.000000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -1623289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1623286.250000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -1623286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1623292.125000 Penalty: 4616.458496
	Iteration 41Q: 3 clusters Score -1623292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1623295.125000 Penalty: 4616.458496
	Iteration 42Q: 3 clusters Score -1623295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1623296.750000 Penalty: 4616.458496
	Iteration 43Q: 3 clusters Score -1623297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1623297.625000 Penalty: 4616.458496
	Iteration 44Q: 3 clusters Score -1623298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1623295.875000 Penalty: 4616.458496
	Iteration 45Q: 3 clusters Score -1623296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1623298.000000 Penalty: 4616.458496
	Iteration 46Q: 3 clusters Score -1623298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1623294.750000 Penalty: 4616.458496
	Iteration 47Q: 3 clusters Score -1623295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1623294.625000 Penalty: 4616.458496
	Iteration 48Q: 3 clusters Score -1623295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1623295.125000 Penalty: 4616.458496
	Iteration 49Q: 3 clusters Score -1623295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1623298.000000 Penalty: 4616.458496
	Iteration 50Q: 3 clusters Score -1623298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1623299.000000 Penalty: 4616.458496
	Iteration 51Q: 3 clusters Score -1623299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1623306.000000 Penalty: 4616.458496
	Iteration 52Q: 3 clusters Score -1623306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1623309.125000 Penalty: 4616.458496
	Iteration 53Q: 3 clusters Score -1623309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1623312.625000 Penalty: 4616.458496
	Iteration 54Q: 3 clusters Score -1623313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1623314.625000 Penalty: 4616.458496
	Iteration 55Q: 3 clusters Score -1623315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1623312.375000 Penalty: 4616.458496
	Iteration 56Q: 3 clusters Score -1623312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1623315.125000 Penalty: 4616.458496
	Iteration 57Q: 3 clusters Score -1623315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1623312.000000 Penalty: 4616.458496
	Iteration 58Q: 3 clusters Score -1623312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1623311.875000 Penalty: 4616.458496
	Iteration 59Q: 3 clusters Score -1623312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1623311.625000 Penalty: 4616.458496
	Iteration 60F: 3 clusters Score -1623312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 123416 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 2947 members 
Entering Unmasked Estep 
Score: -120371912.000000 Penalty: 131412.875000
Splitting cluster 12 changes total score from -120370816.000000 to -120371912.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (54954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Entering Unmasked Estep 
Score: -8546100.000000 Penalty: 2706.734375
	Iteration 0F: 2 clusters Score -8546100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8509264.000000 Penalty: 5413.468750
	Iteration 0F: 3 clusters Score -8509264 nChanged 25494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -8523669.000000 Penalty: 5413.468750
	Iteration 1F: 3 clusters Score -8523669 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -8524576.000000 Penalty: 5413.468750
	Iteration 2Q: 3 clusters Score -8524576 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -8525599.000000 Penalty: 5413.468750
	Iteration 3Q: 3 clusters Score -8525599 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -8526880.000000 Penalty: 5413.468750
	Iteration 4F: 3 clusters Score -8526880 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -8528480.000000 Penalty: 5413.468750
	Iteration 5F: 3 clusters Score -8528480 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -8530579.000000 Penalty: 5413.468750
	Iteration 6F: 3 clusters Score -8530579 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8532982.000000 Penalty: 5413.468750
	Iteration 7F: 3 clusters Score -8532982 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8535087.000000 Penalty: 5413.468750
	Iteration 8F: 3 clusters Score -8535087 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8536687.000000 Penalty: 5413.468750
	Iteration 9F: 3 clusters Score -8536687 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8537990.000000 Penalty: 5413.468750
	Iteration 10Q: 3 clusters Score -8537990 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8539132.000000 Penalty: 5413.468750
	Iteration 11Q: 3 clusters Score -8539132 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8540128.000000 Penalty: 5413.468750
	Iteration 12Q: 3 clusters Score -8540128 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -8541105.000000 Penalty: 5413.468750
	Iteration 13Q: 3 clusters Score -8541105 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -8541904.000000 Penalty: 5413.468750
	Iteration 14Q: 3 clusters Score -8541904 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -8542595.000000 Penalty: 5413.468750
	Iteration 15Q: 3 clusters Score -8542595 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -8543101.000000 Penalty: 5413.468750
	Iteration 16Q: 3 clusters Score -8543101 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -8543463.000000 Penalty: 5413.468750
	Iteration 17Q: 3 clusters Score -8543463 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -8543705.000000 Penalty: 5413.468750
	Iteration 18Q: 3 clusters Score -8543705 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -8543871.000000 Penalty: 5413.468750
	Iteration 19Q: 3 clusters Score -8543871 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -8543967.000000 Penalty: 5413.468750
	Iteration 20F: 3 clusters Score -8543967 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -8544032.000000 Penalty: 5413.468750
	Iteration 21Q: 3 clusters Score -8544032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -8544078.000000 Penalty: 5413.468750
	Iteration 22Q: 3 clusters Score -8544078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -8544102.000000 Penalty: 5413.468750
	Iteration 23Q: 3 clusters Score -8544102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -8544117.000000 Penalty: 5413.468750
	Iteration 24Q: 3 clusters Score -8544117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -8544136.000000 Penalty: 5413.468750
	Iteration 25Q: 3 clusters Score -8544136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -8544147.000000 Penalty: 5413.468750
	Iteration 26Q: 3 clusters Score -8544147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -8544142.000000 Penalty: 5413.468750
	Iteration 27Q: 3 clusters Score -8544142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -8544146.000000 Penalty: 5413.468750
	Iteration 28Q: 3 clusters Score -8544146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -8544176.000000 Penalty: 5413.468750
	Iteration 29Q: 3 clusters Score -8544176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -8544169.000000 Penalty: 5413.468750
	Iteration 30Q: 3 clusters Score -8544169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -8544184.000000 Penalty: 5413.468750
	Iteration 31Q: 3 clusters Score -8544184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -8544194.000000 Penalty: 5413.468750
	Iteration 32Q: 3 clusters Score -8544194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -8544199.000000 Penalty: 5413.468750
	Iteration 33Q: 3 clusters Score -8544199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -8544205.000000 Penalty: 5413.468750
	Iteration 34Q: 3 clusters Score -8544205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -8544219.000000 Penalty: 5413.468750
	Iteration 35Q: 3 clusters Score -8544219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -8544223.000000 Penalty: 5413.468750
	Iteration 36Q: 3 clusters Score -8544223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -8544220.000000 Penalty: 5413.468750
	Iteration 37Q: 3 clusters Score -8544220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -8544220.000000 Penalty: 5413.468750
	Iteration 38F: 3 clusters Score -8544220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Entering Unmasked Estep 
Score: -1633789.750000 Penalty: 2296.051758
	Iteration 0F: 2 clusters Score -1633790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1625765.125000 Penalty: 4592.103516
	Iteration 0F: 3 clusters Score -1625765 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1628173.000000 Penalty: 4592.103516
	Iteration 1F: 3 clusters Score -1628173 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1628581.125000 Penalty: 4592.103516
	Iteration 2F: 3 clusters Score -1628581 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1628921.375000 Penalty: 4592.103516
	Iteration 3F: 3 clusters Score -1628921 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1629186.625000 Penalty: 4592.103516
	Iteration 4F: 3 clusters Score -1629187 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1629416.625000 Penalty: 4592.103516
	Iteration 5Q: 3 clusters Score -1629417 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1629632.000000 Penalty: 4592.103516
	Iteration 6Q: 3 clusters Score -1629632 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1629834.875000 Penalty: 4592.103516
	Iteration 7Q: 3 clusters Score -1629835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1630023.875000 Penalty: 4592.103516
	Iteration 8Q: 3 clusters Score -1630024 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1630198.750000 Penalty: 4592.103516
	Iteration 9Q: 3 clusters Score -1630199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1630320.250000 Penalty: 4592.103516
	Iteration 10Q: 3 clusters Score -1630320 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1630403.125000 Penalty: 4592.103516
	Iteration 11Q: 3 clusters Score -1630403 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1630484.625000 Penalty: 4592.103516
	Iteration 12Q: 3 clusters Score -1630485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1630553.250000 Penalty: 4592.103516
	Iteration 13Q: 3 clusters Score -1630553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1630603.000000 Penalty: 4592.103516
	Iteration 14Q: 3 clusters Score -1630603 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1630640.750000 Penalty: 4592.103516
	Iteration 15Q: 3 clusters Score -1630641 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1630664.250000 Penalty: 4592.103516
	Iteration 16Q: 3 clusters Score -1630664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1630684.000000 Penalty: 4592.103516
	Iteration 17Q: 3 clusters Score -1630684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1630709.750000 Penalty: 4592.103516
	Iteration 18Q: 3 clusters Score -1630710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1630726.875000 Penalty: 4592.103516
	Iteration 19Q: 3 clusters Score -1630727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1630749.500000 Penalty: 4592.103516
	Iteration 20F: 3 clusters Score -1630750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1630768.500000 Penalty: 4592.103516
	Iteration 21Q: 3 clusters Score -1630768 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1630780.500000 Penalty: 4592.103516
	Iteration 22Q: 3 clusters Score -1630780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1630791.625000 Penalty: 4592.103516
	Iteration 23Q: 3 clusters Score -1630792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1630797.375000 Penalty: 4592.103516
	Iteration 24Q: 3 clusters Score -1630797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1630802.000000 Penalty: 4592.103516
	Iteration 25Q: 3 clusters Score -1630802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1630816.375000 Penalty: 4592.103516
	Iteration 26Q: 3 clusters Score -1630816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1630815.250000 Penalty: 4592.103516
	Iteration 27Q: 3 clusters Score -1630815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1630823.375000 Penalty: 4592.103516
	Iteration 28Q: 3 clusters Score -1630823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1630827.125000 Penalty: 4592.103516
	Iteration 29Q: 3 clusters Score -1630827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1630837.625000 Penalty: 4592.103516
	Iteration 30Q: 3 clusters Score -1630838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1630845.250000 Penalty: 4592.103516
	Iteration 31Q: 3 clusters Score -1630845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1630851.000000 Penalty: 4592.103516
	Iteration 32Q: 3 clusters Score -1630851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1630854.625000 Penalty: 4592.103516
	Iteration 33Q: 3 clusters Score -1630855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1630866.625000 Penalty: 4592.103516
	Iteration 34Q: 3 clusters Score -1630867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1630873.500000 Penalty: 4592.103516
	Iteration 35Q: 3 clusters Score -1630874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1630881.625000 Penalty: 4592.103516
	Iteration 36Q: 3 clusters Score -1630882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1630889.875000 Penalty: 4592.103516
	Iteration 37Q: 3 clusters Score -1630890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1630901.375000 Penalty: 4592.103516
	Iteration 38Q: 3 clusters Score -1630901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1630917.125000 Penalty: 4592.103516
	Iteration 39Q: 3 clusters Score -1630917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1630920.375000 Penalty: 4592.103516
	Iteration 40F: 3 clusters Score -1630920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1630931.125000 Penalty: 4592.103516
	Iteration 41Q: 3 clusters Score -1630931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1630938.125000 Penalty: 4592.103516
	Iteration 42Q: 3 clusters Score -1630938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1630947.125000 Penalty: 4592.103516
	Iteration 43Q: 3 clusters Score -1630947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1630955.375000 Penalty: 4592.103516
	Iteration 44Q: 3 clusters Score -1630955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1630963.000000 Penalty: 4592.103516
	Iteration 45Q: 3 clusters Score -1630963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1630977.250000 Penalty: 4592.103516
	Iteration 46Q: 3 clusters Score -1630977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1630985.750000 Penalty: 4592.103516
	Iteration 47Q: 3 clusters Score -1630986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1631000.875000 Penalty: 4592.103516
	Iteration 48Q: 3 clusters Score -1631001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1631013.625000 Penalty: 4592.103516
	Iteration 49Q: 3 clusters Score -1631014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1631029.375000 Penalty: 4592.103516
	Iteration 50Q: 3 clusters Score -1631029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1631040.750000 Penalty: 4592.103516
	Iteration 51Q: 3 clusters Score -1631041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1631056.500000 Penalty: 4592.103516
	Iteration 52Q: 3 clusters Score -1631056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1631065.750000 Penalty: 4592.103516
	Iteration 53Q: 3 clusters Score -1631066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1631072.500000 Penalty: 4592.103516
	Iteration 54Q: 3 clusters Score -1631072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1631083.625000 Penalty: 4592.103516
	Iteration 55Q: 3 clusters Score -1631084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1631095.375000 Penalty: 4592.103516
	Iteration 56Q: 3 clusters Score -1631095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1631113.000000 Penalty: 4592.103516
	Iteration 57Q: 3 clusters Score -1631113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1631119.125000 Penalty: 4592.103516
	Iteration 58Q: 3 clusters Score -1631119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1631132.125000 Penalty: 4592.103516
	Iteration 59Q: 3 clusters Score -1631132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1631146.500000 Penalty: 4592.103516
	Iteration 60F: 3 clusters Score -1631146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1631167.375000 Penalty: 4592.103516
	Iteration 61Q: 3 clusters Score -1631167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1631190.500000 Penalty: 4592.103516
	Iteration 62Q: 3 clusters Score -1631190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1631212 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1631243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1631280.125000 Penalty: 4592.103516
	Iteration 65Q: 3 clusters Score -1631280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1631316.750000 Penalty: 4592.103516
	Iteration 66Q: 3 clusters Score -1631317 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1631357.000000 Penalty: 4592.103516
	Iteration 67Q: 3 clusters Score -1631357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1631400.375000 Penalty: 4592.103516
	Iteration 68Q: 3 clusters Score -1631400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1631436.500000 Penalty: 4592.103516
	Iteration 69Q: 3 clusters Score -1631436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1631478.750000 Penalty: 4592.103516
	Iteration 70Q: 3 clusters Score -1631479 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1631516.250000 Penalty: 4592.103516
	Iteration 71Q: 3 clusters Score -1631516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1631551.125000 Penalty: 4592.103516
	Iteration 72Q: 3 clusters Score -1631551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1631587.250000 Penalty: 4592.103516
	Iteration 73Q: 3 clusters Score -1631587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1631606.875000 Penalty: 4592.103516
	Iteration 74Q: 3 clusters Score -1631607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1631635.500000 Penalty: 4592.103516
	Iteration 75Q: 3 clusters Score -1631636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1631658.750000 Penalty: 4592.103516
	Iteration 76Q: 3 clusters Score -1631659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1631675.875000 Penalty: 4592.103516
	Iteration 77Q: 3 clusters Score -1631676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1631703.000000 Penalty: 4592.103516
	Iteration 78Q: 3 clusters Score -1631703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1631717.125000 Penalty: 4592.103516
	Iteration 79Q: 3 clusters Score -1631717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1631733.625000 Penalty: 4592.103516
	Iteration 80F: 3 clusters Score -1631734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1631748.375000 Penalty: 4592.103516
	Iteration 81Q: 3 clusters Score -1631748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1631762.000000 Penalty: 4592.103516
	Iteration 82Q: 3 clusters Score -1631762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1631778.625000 Penalty: 4592.103516
	Iteration 83Q: 3 clusters Score -1631779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1631791.375000 Penalty: 4592.103516
	Iteration 84Q: 3 clusters Score -1631791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1631799.375000 Penalty: 4592.103516
	Iteration 85Q: 3 clusters Score -1631799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1631812.750000 Penalty: 4592.103516
	Iteration 86Q: 3 clusters Score -1631813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1631816.625000 Penalty: 4592.103516
	Iteration 87Q: 3 clusters Score -1631817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1631821.625000 Penalty: 4592.103516
	Iteration 88Q: 3 clusters Score -1631822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1631823.750000 Penalty: 4592.103516
	Iteration 89Q: 3 clusters Score -1631824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1631827.625000 Penalty: 4592.103516
	Iteration 90Q: 3 clusters Score -1631828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1631832.375000 Penalty: 4592.103516
	Iteration 91Q: 3 clusters Score -1631832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1631833.125000 Penalty: 4592.103516
	Iteration 92Q: 3 clusters Score -1631833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1631837.875000 Penalty: 4592.103516
	Iteration 93Q: 3 clusters Score -1631838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1631843.750000 Penalty: 4592.103516
	Iteration 94Q: 3 clusters Score -1631844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1631849.750000 Penalty: 4592.103516
	Iteration 95Q: 3 clusters Score -1631850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1631848.750000 Penalty: 4592.103516
	Iteration 96Q: 3 clusters Score -1631849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1631852.250000 Penalty: 4592.103516
	Iteration 97Q: 3 clusters Score -1631852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1631854.125000 Penalty: 4592.103516
	Iteration 98Q: 3 clusters Score -1631854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1631855.500000 Penalty: 4592.103516
	Iteration 99Q: 3 clusters Score -1631856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1631856.625000 Penalty: 4592.103516
	Iteration 100F: 3 clusters Score -1631857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1631856.125000 Penalty: 4592.103516
	Iteration 101Q: 3 clusters Score -1631856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1631858.500000 Penalty: 4592.103516
	Iteration 102Q: 3 clusters Score -1631858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1631859.125000 Penalty: 4592.103516
	Iteration 103Q: 3 clusters Score -1631859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1631862.750000 Penalty: 4592.103516
	Iteration 104Q: 3 clusters Score -1631863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1631862.500000 Penalty: 4592.103516
	Iteration 105Q: 3 clusters Score -1631862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1631864.500000 Penalty: 4592.103516
	Iteration 106Q: 3 clusters Score -1631864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1631871.000000 Penalty: 4592.103516
	Iteration 107Q: 3 clusters Score -1631871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1631873.375000 Penalty: 4592.103516
	Iteration 108Q: 3 clusters Score -1631873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1631876.625000 Penalty: 4592.103516
	Iteration 109Q: 3 clusters Score -1631877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1631877.750000 Penalty: 4592.103516
	Iteration 110Q: 3 clusters Score -1631878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1631878.500000 Penalty: 4592.103516
	Iteration 111Q: 3 clusters Score -1631878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1631878.000000 Penalty: 4592.103516
	Iteration 112Q: 3 clusters Score -1631878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1631880.625000 Penalty: 4592.103516
	Iteration 113Q: 3 clusters Score -1631881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1631878.750000 Penalty: 4592.103516
	Iteration 114Q: 3 clusters Score -1631879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1631878.500000 Penalty: 4592.103516
	Iteration 115Q: 3 clusters Score -1631878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1631881.250000 Penalty: 4592.103516
	Iteration 116Q: 3 clusters Score -1631881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1631881.000000 Penalty: 4592.103516
	Iteration 117Q: 3 clusters Score -1631881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1631882.875000 Penalty: 4592.103516
	Iteration 118Q: 3 clusters Score -1631883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1631887.375000 Penalty: 4592.103516
	Iteration 119Q: 3 clusters Score -1631887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1631886.500000 Penalty: 4592.103516
	Iteration 120F: 3 clusters Score -1631886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1631886.000000 Penalty: 4592.103516
	Iteration 121Q: 3 clusters Score -1631886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1631891.250000 Penalty: 4592.103516
	Iteration 122Q: 3 clusters Score -1631891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1631891.875000 Penalty: 4592.103516
	Iteration 123Q: 3 clusters Score -1631892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1631893.375000 Penalty: 4592.103516
	Iteration 124Q: 3 clusters Score -1631893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1631896.500000 Penalty: 4592.103516
	Iteration 125Q: 3 clusters Score -1631896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1631903.125000 Penalty: 4592.103516
	Iteration 126Q: 3 clusters Score -1631903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1631904.375000 Penalty: 4592.103516
	Iteration 127Q: 3 clusters Score -1631904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1631909.125000 Penalty: 4592.103516
	Iteration 128Q: 3 clusters Score -1631909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1631912.000000 Penalty: 4592.103516
	Iteration 129Q: 3 clusters Score -1631912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1631914.375000 Penalty: 4592.103516
	Iteration 130Q: 3 clusters Score -1631914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1631916.750000 Penalty: 4592.103516
	Iteration 131Q: 3 clusters Score -1631917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1631921.000000 Penalty: 4592.103516
	Iteration 132Q: 3 clusters Score -1631921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1631920.875000 Penalty: 4592.103516
	Iteration 133Q: 3 clusters Score -1631921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1631929.125000 Penalty: 4592.103516
	Iteration 134Q: 3 clusters Score -1631929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1631929.875000 Penalty: 4592.103516
	Iteration 135Q: 3 clusters Score -1631930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1631930.000000 Penalty: 4592.103516
	Iteration 136Q: 3 clusters Score -1631930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1631933.875000 Penalty: 4592.103516
	Iteration 137Q: 3 clusters Score -1631934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1631935.875000 Penalty: 4592.103516
	Iteration 138Q: 3 clusters Score -1631936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1631939.875000 Penalty: 4592.103516
	Iteration 139Q: 3 clusters Score -1631940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1631938.750000 Penalty: 4592.103516
	Iteration 140F: 3 clusters Score -1631939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Entering Unmasked Estep 
Score: -19383030.000000 Penalty: 2907.382324
	Iteration 0F: 2 clusters Score -1.938303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -19313160.000000 Penalty: 5814.764648
	Iteration 0F: 3 clusters Score -1.931316e+07 nChanged 58816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -19347044.000000 Penalty: 5814.764648
	Iteration 1F: 3 clusters Score -1.934704e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -19348280.000000 Penalty: 5814.764648
	Iteration 2Q: 3 clusters Score -1.934828e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -19349772.000000 Penalty: 5814.764648
	Iteration 3Q: 3 clusters Score -1.934977e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -19351620.000000 Penalty: 5814.764648
	Iteration 4Q: 3 clusters Score -1.935162e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -19353978.000000 Penalty: 5814.764648
	Iteration 5F: 3 clusters Score -1.935398e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -19356588.000000 Penalty: 5814.764648
	Iteration 6F: 3 clusters Score -1.935659e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -19359210.000000 Penalty: 5814.764648
	Iteration 7F: 3 clusters Score -1.935921e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -19361866.000000 Penalty: 5814.764648
	Iteration 8F: 3 clusters Score -1.936187e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -19364222.000000 Penalty: 5814.764648
	Iteration 9Q: 3 clusters Score -1.936422e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -19366212.000000 Penalty: 5814.764648
	Iteration 10Q: 3 clusters Score -1.936621e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -19368222.000000 Penalty: 5814.764648
	Iteration 11Q: 3 clusters Score -1.936822e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -19370032.000000 Penalty: 5814.764648
	Iteration 12Q: 3 clusters Score -1.937003e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -19371674.000000 Penalty: 5814.764648
	Iteration 13Q: 3 clusters Score -1.937167e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -19373090.000000 Penalty: 5814.764648
	Iteration 14Q: 3 clusters Score -1.937309e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -19373954.000000 Penalty: 5814.764648
	Iteration 15Q: 3 clusters Score -1.937395e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -19374654.000000 Penalty: 5814.764648
	Iteration 16Q: 3 clusters Score -1.937465e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -19375318.000000 Penalty: 5814.764648
	Iteration 17Q: 3 clusters Score -1.937532e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -19375808.000000 Penalty: 5814.764648
	Iteration 18Q: 3 clusters Score -1.937581e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -19376340.000000 Penalty: 5814.764648
	Iteration 19Q: 3 clusters Score -1.937634e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -19376892.000000 Penalty: 5814.764648
	Iteration 20F: 3 clusters Score -1.937689e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -19377254.000000 Penalty: 5814.764648
	Iteration 21Q: 3 clusters Score -1.937725e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -19377662.000000 Penalty: 5814.764648
	Iteration 22Q: 3 clusters Score -1.937766e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -19378114.000000 Penalty: 5814.764648
	Iteration 23Q: 3 clusters Score -1.937811e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -19378374.000000 Penalty: 5814.764648
	Iteration 24Q: 3 clusters Score -1.937837e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -19378572.000000 Penalty: 5814.764648
	Iteration 25Q: 3 clusters Score -1.937857e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -19378610.000000 Penalty: 5814.764648
	Iteration 26Q: 3 clusters Score -1.937861e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -19378878.000000 Penalty: 5814.764648
	Iteration 27Q: 3 clusters Score -1.937888e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -19379060.000000 Penalty: 5814.764648
	Iteration 28Q: 3 clusters Score -1.937906e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -19379288.000000 Penalty: 5814.764648
	Iteration 29Q: 3 clusters Score -1.937929e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -19379466.000000 Penalty: 5814.764648
	Iteration 30Q: 3 clusters Score -1.937947e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -19379718.000000 Penalty: 5814.764648
	Iteration 31Q: 3 clusters Score -1.937972e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -19379914.000000 Penalty: 5814.764648
	Iteration 32Q: 3 clusters Score -1.937991e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -19380046.000000 Penalty: 5814.764648
	Iteration 33Q: 3 clusters Score -1.938005e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -19380290.000000 Penalty: 5814.764648
	Iteration 34Q: 3 clusters Score -1.938029e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -19380428.000000 Penalty: 5814.764648
	Iteration 35Q: 3 clusters Score -1.938043e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -19380518.000000 Penalty: 5814.764648
	Iteration 36Q: 3 clusters Score -1.938052e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -19380596.000000 Penalty: 5814.764648
	Iteration 37Q: 3 clusters Score -1.93806e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -19380718.000000 Penalty: 5814.764648
	Iteration 38Q: 3 clusters Score -1.938072e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -19380808.000000 Penalty: 5814.764648
	Iteration 39Q: 3 clusters Score -1.938081e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -19380882.000000 Penalty: 5814.764648
	Iteration 40F: 3 clusters Score -1.938088e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -19380908.000000 Penalty: 5814.764648
	Iteration 41Q: 3 clusters Score -1.938091e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -19380932.000000 Penalty: 5814.764648
	Iteration 42Q: 3 clusters Score -1.938093e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -19381010.000000 Penalty: 5814.764648
	Iteration 43Q: 3 clusters Score -1.938101e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -19381054.000000 Penalty: 5814.764648
	Iteration 44Q: 3 clusters Score -1.938105e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -19381164.000000 Penalty: 5814.764648
	Iteration 45Q: 3 clusters Score -1.938116e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -19381216.000000 Penalty: 5814.764648
	Iteration 46Q: 3 clusters Score -1.938122e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -19381234.000000 Penalty: 5814.764648
	Iteration 47Q: 3 clusters Score -1.938123e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -19381230.000000 Penalty: 5814.764648
	Iteration 48Q: 3 clusters Score -1.938123e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -19381232.000000 Penalty: 5814.764648
	Iteration 49Q: 3 clusters Score -1.938123e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -19381320.000000 Penalty: 5814.764648
	Iteration 50Q: 3 clusters Score -1.938132e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -19381518.000000 Penalty: 5814.764648
	Iteration 51Q: 3 clusters Score -1.938152e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -19381724.000000 Penalty: 5814.764648
	Iteration 52Q: 3 clusters Score -1.938172e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -19381904.000000 Penalty: 5814.764648
	Iteration 53Q: 3 clusters Score -1.93819e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -19382206.000000 Penalty: 5814.764648
	Iteration 54Q: 3 clusters Score -1.938221e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -19382482.000000 Penalty: 5814.764648
	Iteration 55Q: 3 clusters Score -1.938248e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -19382694.000000 Penalty: 5814.764648
	Iteration 56Q: 3 clusters Score -1.938269e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -19382942.000000 Penalty: 5814.764648
	Iteration 57Q: 3 clusters Score -1.938294e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -19383140.000000 Penalty: 5814.764648
	Iteration 58Q: 3 clusters Score -1.938314e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -19383390.000000 Penalty: 5814.764648
	Iteration 59Q: 3 clusters Score -1.938339e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -19383678.000000 Penalty: 5814.764648
	Iteration 60F: 3 clusters Score -1.938368e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -19383922.000000 Penalty: 5814.764648
	Iteration 61Q: 3 clusters Score -1.938392e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -19384166.000000 Penalty: 5814.764648
	Iteration 62Q: 3 clusters Score -1.938417e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -19384376.000000 Penalty: 5814.764648
	Iteration 63Q: 3 clusters Score -1.938438e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -19384538.000000 Penalty: 5814.764648
	Iteration 64Q: 3 clusters Score -1.938454e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 105443 members 
Entering Unmasked Estep 
Score: -19384654.000000 Penalty: 5814.764648
	Iteration 65Q: 3 clusters Score -1.938465e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -19384776.000000 Penalty: 5814.764648
	Iteration 66Q: 3 clusters Score -1.938478e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -19384894.000000 Penalty: 5814.764648
	Iteration 67Q: 3 clusters Score -1.938489e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -19384984.000000 Penalty: 5814.764648
	Iteration 68Q: 3 clusters Score -1.938498e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -19385082.000000 Penalty: 5814.764648
	Iteration 69Q: 3 clusters Score -1.938508e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -19385180.000000 Penalty: 5814.764648
	Iteration 70Q: 3 clusters Score -1.938518e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -19385208.000000 Penalty: 5814.764648
	Iteration 71Q: 3 clusters Score -1.938521e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -19385322.000000 Penalty: 5814.764648
	Iteration 72Q: 3 clusters Score -1.938532e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -19385444.000000 Penalty: 5814.764648
	Iteration 73Q: 3 clusters Score -1.938544e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -19385478.000000 Penalty: 5814.764648
	Iteration 74Q: 3 clusters Score -1.938548e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -19385554.000000 Penalty: 5814.764648
	Iteration 75Q: 3 clusters Score -1.938555e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -19385650.000000 Penalty: 5814.764648
	Iteration 76Q: 3 clusters Score -1.938565e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -19385670.000000 Penalty: 5814.764648
	Iteration 77Q: 3 clusters Score -1.938567e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -19385736.000000 Penalty: 5814.764648
	Iteration 78Q: 3 clusters Score -1.938574e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -19385766.000000 Penalty: 5814.764648
	Iteration 79Q: 3 clusters Score -1.938577e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -19385810.000000 Penalty: 5814.764648
	Iteration 80F: 3 clusters Score -1.938581e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -19385890.000000 Penalty: 5814.764648
	Iteration 81Q: 3 clusters Score -1.938589e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -19385912.000000 Penalty: 5814.764648
	Iteration 82Q: 3 clusters Score -1.938591e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -19385964.000000 Penalty: 5814.764648
	Iteration 83Q: 3 clusters Score -1.938596e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -19385964.000000 Penalty: 5814.764648
	Iteration 84Q: 3 clusters Score -1.938596e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 5814.764648
	Iteration 85Q: 3 clusters Score -1.938597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -19385932.000000 Penalty: 5814.764648
	Iteration 86Q: 3 clusters Score -1.938593e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -19385950.000000 Penalty: 5814.764648
	Iteration 87Q: 3 clusters Score -1.938595e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -19385978.000000 Penalty: 5814.764648
	Iteration 88Q: 3 clusters Score -1.938598e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -19386010.000000 Penalty: 5814.764648
	Iteration 89Q: 3 clusters Score -1.938601e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5814.764648
	Iteration 90Q: 3 clusters Score -1.938601e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -19386014.000000 Penalty: 5814.764648
	Iteration 91Q: 3 clusters Score -1.938601e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -19386056.000000 Penalty: 5814.764648
	Iteration 92Q: 3 clusters Score -1.938606e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -19386040.000000 Penalty: 5814.764648
	Iteration 93Q: 3 clusters Score -1.938604e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -19386026.000000 Penalty: 5814.764648
	Iteration 94Q: 3 clusters Score -1.938603e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -19386010.000000 Penalty: 5814.764648
	Iteration 95Q: 3 clusters Score -1.938601e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 111761 members 
Entering Unmasked Estep 
Score: -19386044.000000 Penalty: 5814.764648
	Iteration 96Q: 3 clusters Score -1.938604e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 111872 members 
Entering Unmasked Estep 
Score: -19386072.000000 Penalty: 5814.764648
	Iteration 97Q: 3 clusters Score -1.938607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -19386054.000000 Penalty: 5814.764648
	Iteration 98Q: 3 clusters Score -1.938605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -19386062.000000 Penalty: 5814.764648
	Iteration 99Q: 3 clusters Score -1.938606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -19386094.000000 Penalty: 5814.764648
	Iteration 100F: 3 clusters Score -1.938609e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 112319 members 
Entering Unmasked Estep 
Score: -19386102.000000 Penalty: 5814.764648
	Iteration 101Q: 3 clusters Score -1.93861e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -19386118.000000 Penalty: 5814.764648
	Iteration 102Q: 3 clusters Score -1.938612e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -19386116.000000 Penalty: 5814.764648
	Iteration 103Q: 3 clusters Score -1.938612e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -19386144.000000 Penalty: 5814.764648
	Iteration 104Q: 3 clusters Score -1.938614e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -19386142.000000 Penalty: 5814.764648
	Iteration 105Q: 3 clusters Score -1.938614e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -19386162.000000 Penalty: 5814.764648
	Iteration 106Q: 3 clusters Score -1.938616e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -19386106.000000 Penalty: 5814.764648
	Iteration 107Q: 3 clusters Score -1.938611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -19386110.000000 Penalty: 5814.764648
	Iteration 108Q: 3 clusters Score -1.938611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -19386120.000000 Penalty: 5814.764648
	Iteration 109Q: 3 clusters Score -1.938612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -19386136.000000 Penalty: 5814.764648
	Iteration 110Q: 3 clusters Score -1.938614e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -19386118.000000 Penalty: 5814.764648
	Iteration 111Q: 3 clusters Score -1.938612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -19386120.000000 Penalty: 5814.764648
	Iteration 112Q: 3 clusters Score -1.938612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -19386118.000000 Penalty: 5814.764648
	Iteration 113Q: 3 clusters Score -1.938612e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -19386122.000000 Penalty: 5814.764648
	Iteration 114Q: 3 clusters Score -1.938612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 113482 members 
Entering Unmasked Estep 
Score: -19386108.000000 Penalty: 5814.764648
	Iteration 115Q: 3 clusters Score -1.938611e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -19386126.000000 Penalty: 5814.764648
	Iteration 116Q: 3 clusters Score -1.938613e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 113582 members 
Entering Unmasked Estep 
Score: -19386106.000000 Penalty: 5814.764648
	Iteration 117Q: 3 clusters Score -1.938611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -19386068.000000 Penalty: 5814.764648
	Iteration 118Q: 3 clusters Score -1.938607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -19386072.000000 Penalty: 5814.764648
	Iteration 119Q: 3 clusters Score -1.938607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -19386084.000000 Penalty: 5814.764648
	Iteration 120F: 3 clusters Score -1.938608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -19386068.000000 Penalty: 5814.764648
	Iteration 121Q: 3 clusters Score -1.938607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -19386080.000000 Penalty: 5814.764648
	Iteration 122Q: 3 clusters Score -1.938608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -19386074.000000 Penalty: 5814.764648
	Iteration 123Q: 3 clusters Score -1.938607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -19386082.000000 Penalty: 5814.764648
	Iteration 124Q: 3 clusters Score -1.938608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -19386078.000000 Penalty: 5814.764648
	Iteration 125Q: 3 clusters Score -1.938608e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -19386084.000000 Penalty: 5814.764648
	Iteration 126Q: 3 clusters Score -1.938608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -19386090.000000 Penalty: 5814.764648
	Iteration 127Q: 3 clusters Score -1.938609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -19386084.000000 Penalty: 5814.764648
	Iteration 128Q: 3 clusters Score -1.938608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -19386104.000000 Penalty: 5814.764648
	Iteration 129Q: 3 clusters Score -1.93861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -19386100.000000 Penalty: 5814.764648
	Iteration 130Q: 3 clusters Score -1.93861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -19386124.000000 Penalty: 5814.764648
	Iteration 131Q: 3 clusters Score -1.938612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -19386120.000000 Penalty: 5814.764648
	Iteration 132Q: 3 clusters Score -1.938612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -19386114.000000 Penalty: 5814.764648
	Iteration 133Q: 3 clusters Score -1.938611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 113949 members 
Entering Unmasked Estep 
Score: -19386114.000000 Penalty: 5814.764648
	Iteration 134Q: 3 clusters Score -1.938611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -19386108.000000 Penalty: 5814.764648
	Iteration 135Q: 3 clusters Score -1.938611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -19386094.000000 Penalty: 5814.764648
	Iteration 136Q: 3 clusters Score -1.938609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 113995 members 
Entering Unmasked Estep 
Score: -19386068.000000 Penalty: 5814.764648
	Iteration 137Q: 3 clusters Score -1.938607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -19386082.000000 Penalty: 5814.764648
	Iteration 138Q: 3 clusters Score -1.938608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -19386084.000000 Penalty: 5814.764648
	Iteration 139Q: 3 clusters Score -1.938608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -19386070.000000 Penalty: 5814.764648
	Iteration 140F: 3 clusters Score -1.938607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5814.764648
	Iteration 141Q: 3 clusters Score -1.938607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5814.764648
	Iteration 142Q: 3 clusters Score -1.938607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -19386062.000000 Penalty: 5814.764648
	Iteration 143Q: 3 clusters Score -1.938606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -19386064.000000 Penalty: 5814.764648
	Iteration 144Q: 3 clusters Score -1.938606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -19386058.000000 Penalty: 5814.764648
	Iteration 145Q: 3 clusters Score -1.938606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 114100 members 
Entering Unmasked Estep 
Score: -19386042.000000 Penalty: 5814.764648
	Iteration 146Q: 3 clusters Score -1.938604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -19386050.000000 Penalty: 5814.764648
	Iteration 147Q: 3 clusters Score -1.938605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5814.764648
	Iteration 148Q: 3 clusters Score -1.938607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -19386058.000000 Penalty: 5814.764648
	Iteration 149Q: 3 clusters Score -1.938606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -19386048.000000 Penalty: 5814.764648
	Iteration 150Q: 3 clusters Score -1.938605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -19386074.000000 Penalty: 5814.764648
	Iteration 151Q: 3 clusters Score -1.938607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5814.764648
	Iteration 152Q: 3 clusters Score -1.938607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -19386060.000000 Penalty: 5814.764648
	Iteration 153Q: 3 clusters Score -1.938606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -19386058.000000 Penalty: 5814.764648
	Iteration 154Q: 3 clusters Score -1.938606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -19386044.000000 Penalty: 5814.764648
	Iteration 155Q: 3 clusters Score -1.938604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 114214 members 
Entering Unmasked Estep 
Score: -19386066.000000 Penalty: 5814.764648
	Iteration 156Q: 3 clusters Score -1.938607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -19386054.000000 Penalty: 5814.764648
	Iteration 157Q: 3 clusters Score -1.938605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -19386070.000000 Penalty: 5814.764648
	Iteration 158Q: 3 clusters Score -1.938607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -19386054.000000 Penalty: 5814.764648
	Iteration 159Q: 3 clusters Score -1.938605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -19386050.000000 Penalty: 5814.764648
	Iteration 160F: 3 clusters Score -1.938605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 114278 members 
Entering Unmasked Estep 
Score: -19386052.000000 Penalty: 5814.764648
	Iteration 161Q: 3 clusters Score -1.938605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -19386048.000000 Penalty: 5814.764648
	Iteration 162Q: 3 clusters Score -1.938605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -19386044.000000 Penalty: 5814.764648
	Iteration 163Q: 3 clusters Score -1.938604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -19386032.000000 Penalty: 5814.764648
	Iteration 164Q: 3 clusters Score -1.938603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -19386022.000000 Penalty: 5814.764648
	Iteration 165Q: 3 clusters Score -1.938602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -19386034.000000 Penalty: 5814.764648
	Iteration 166Q: 3 clusters Score -1.938603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -19386040.000000 Penalty: 5814.764648
	Iteration 167Q: 3 clusters Score -1.938604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -19386006.000000 Penalty: 5814.764648
	Iteration 168Q: 3 clusters Score -1.938601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 5814.764648
	Iteration 169Q: 3 clusters Score -1.938597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -19385998.000000 Penalty: 5814.764648
	Iteration 170Q: 3 clusters Score -1.9386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -19386000.000000 Penalty: 5814.764648
	Iteration 171Q: 3 clusters Score -1.9386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -19385990.000000 Penalty: 5814.764648
	Iteration 172Q: 3 clusters Score -1.938599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -19385972.000000 Penalty: 5814.764648
	Iteration 173Q: 3 clusters Score -1.938597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -19385966.000000 Penalty: 5814.764648
	Iteration 174Q: 3 clusters Score -1.938597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 5814.764648
	Iteration 175Q: 3 clusters Score -1.938597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -19385976.000000 Penalty: 5814.764648
	Iteration 176Q: 3 clusters Score -1.938598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -19385988.000000 Penalty: 5814.764648
	Iteration 177Q: 3 clusters Score -1.938599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -19385960.000000 Penalty: 5814.764648
	Iteration 178Q: 3 clusters Score -1.938596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -19385946.000000 Penalty: 5814.764648
	Iteration 179Q: 3 clusters Score -1.938595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -19385956.000000 Penalty: 5814.764648
	Iteration 180F: 3 clusters Score -1.938596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -19385954.000000 Penalty: 5814.764648
	Iteration 181Q: 3 clusters Score -1.938595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -19385958.000000 Penalty: 5814.764648
	Iteration 182Q: 3 clusters Score -1.938596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -19385938.000000 Penalty: 5814.764648
	Iteration 183Q: 3 clusters Score -1.938594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 114801 members 
Entering Unmasked Estep 
Score: -19385920.000000 Penalty: 5814.764648
	Iteration 184Q: 3 clusters Score -1.938592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -19385944.000000 Penalty: 5814.764648
	Iteration 185Q: 3 clusters Score -1.938594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -19385956.000000 Penalty: 5814.764648
	Iteration 186Q: 3 clusters Score -1.938596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -19385952.000000 Penalty: 5814.764648
	Iteration 187Q: 3 clusters Score -1.938595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -19385952.000000 Penalty: 5814.764648
	Iteration 188Q: 3 clusters Score -1.938595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -19385924.000000 Penalty: 5814.764648
	Iteration 189Q: 3 clusters Score -1.938592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -19385930.000000 Penalty: 5814.764648
	Iteration 190Q: 3 clusters Score -1.938593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -19385914.000000 Penalty: 5814.764648
	Iteration 191Q: 3 clusters Score -1.938591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -19385926.000000 Penalty: 5814.764648
	Iteration 192Q: 3 clusters Score -1.938593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -19385920.000000 Penalty: 5814.764648
	Iteration 193Q: 3 clusters Score -1.938592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -19385914.000000 Penalty: 5814.764648
	Iteration 194Q: 3 clusters Score -1.938591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5814.764648
	Iteration 195Q: 3 clusters Score -1.938592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5814.764648
	Iteration 196Q: 3 clusters Score -1.938593e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -19385910.000000 Penalty: 5814.764648
	Iteration 197Q: 3 clusters Score -1.938591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -19385900.000000 Penalty: 5814.764648
	Iteration 198Q: 3 clusters Score -1.93859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -19385916.000000 Penalty: 5814.764648
	Iteration 199Q: 3 clusters Score -1.938592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 115176 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 5814.764648
	Iteration 200F: 3 clusters Score -1.938593e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -19385910.000000 Penalty: 5814.764648
	Iteration 201Q: 3 clusters Score -1.938591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -19385908.000000 Penalty: 5814.764648
	Iteration 202Q: 3 clusters Score -1.938591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -19385874.000000 Penalty: 5814.764648
	Iteration 203Q: 3 clusters Score -1.938587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -19385896.000000 Penalty: 5814.764648
	Iteration 204Q: 3 clusters Score -1.93859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -19385876.000000 Penalty: 5814.764648
	Iteration 205Q: 3 clusters Score -1.938588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -19385856.000000 Penalty: 5814.764648
	Iteration 206Q: 3 clusters Score -1.938586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -19385872.000000 Penalty: 5814.764648
	Iteration 207Q: 3 clusters Score -1.938587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -19385860.000000 Penalty: 5814.764648
	Iteration 208Q: 3 clusters Score -1.938586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -19385860.000000 Penalty: 5814.764648
	Iteration 209Q: 3 clusters Score -1.938586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 115507 members 
Entering Unmasked Estep 
Score: -19385838.000000 Penalty: 5814.764648
	Iteration 210Q: 3 clusters Score -1.938584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -19385844.000000 Penalty: 5814.764648
	Iteration 211Q: 3 clusters Score -1.938584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -19385826.000000 Penalty: 5814.764648
	Iteration 212Q: 3 clusters Score -1.938583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -19385848.000000 Penalty: 5814.764648
	Iteration 213Q: 3 clusters Score -1.938585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -19385838.000000 Penalty: 5814.764648
	Iteration 214Q: 3 clusters Score -1.938584e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -19385840.000000 Penalty: 5814.764648
	Iteration 215Q: 3 clusters Score -1.938584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -19385824.000000 Penalty: 5814.764648
	Iteration 216Q: 3 clusters Score -1.938582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 115725 members 
Entering Unmasked Estep 
Score: -19385810.000000 Penalty: 5814.764648
	Iteration 217Q: 3 clusters Score -1.938581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 115758 members 
Entering Unmasked Estep 
Score: -19385800.000000 Penalty: 5814.764648
	Iteration 218Q: 3 clusters Score -1.93858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -19385782.000000 Penalty: 5814.764648
	Iteration 219Q: 3 clusters Score -1.938578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -19385768.000000 Penalty: 5814.764648
	Iteration 220F: 3 clusters Score -1.938577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -19385762.000000 Penalty: 5814.764648
	Iteration 221Q: 3 clusters Score -1.938576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -19385766.000000 Penalty: 5814.764648
	Iteration 222Q: 3 clusters Score -1.938577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -19385780.000000 Penalty: 5814.764648
	Iteration 223Q: 3 clusters Score -1.938578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -19385784.000000 Penalty: 5814.764648
	Iteration 224Q: 3 clusters Score -1.938578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -19385794.000000 Penalty: 5814.764648
	Iteration 225Q: 3 clusters Score -1.938579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 115973 members 
Entering Unmasked Estep 
Score: -19385806.000000 Penalty: 5814.764648
	Iteration 226Q: 3 clusters Score -1.938581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -19385792.000000 Penalty: 5814.764648
	Iteration 227Q: 3 clusters Score -1.938579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -19385780.000000 Penalty: 5814.764648
	Iteration 228Q: 3 clusters Score -1.938578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -19385764.000000 Penalty: 5814.764648
	Iteration 229Q: 3 clusters Score -1.938576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -19385742.000000 Penalty: 5814.764648
	Iteration 230Q: 3 clusters Score -1.938574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -19385714.000000 Penalty: 5814.764648
	Iteration 231Q: 3 clusters Score -1.938571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -19385670.000000 Penalty: 5814.764648
	Iteration 232Q: 3 clusters Score -1.938567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -19385656.000000 Penalty: 5814.764648
	Iteration 233Q: 3 clusters Score -1.938566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -19385642.000000 Penalty: 5814.764648
	Iteration 234Q: 3 clusters Score -1.938564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -19385622.000000 Penalty: 5814.764648
	Iteration 235Q: 3 clusters Score -1.938562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -19385628.000000 Penalty: 5814.764648
	Iteration 236Q: 3 clusters Score -1.938563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -19385626.000000 Penalty: 5814.764648
	Iteration 237Q: 3 clusters Score -1.938563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 116276 members 
Entering Unmasked Estep 
Score: -19385618.000000 Penalty: 5814.764648
	Iteration 238Q: 3 clusters Score -1.938562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -19385578.000000 Penalty: 5814.764648
	Iteration 239Q: 3 clusters Score -1.938558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -19385562.000000 Penalty: 5814.764648
	Iteration 240F: 3 clusters Score -1.938556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 116360 members 
Entering Unmasked Estep 
Score: -19385556.000000 Penalty: 5814.764648
	Iteration 241Q: 3 clusters Score -1.938556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 116377 members 
Entering Unmasked Estep 
Score: -19385562.000000 Penalty: 5814.764648
	Iteration 242Q: 3 clusters Score -1.938556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -19385574.000000 Penalty: 5814.764648
	Iteration 243Q: 3 clusters Score -1.938557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -19385552.000000 Penalty: 5814.764648
	Iteration 244Q: 3 clusters Score -1.938555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -19385544.000000 Penalty: 5814.764648
	Iteration 245Q: 3 clusters Score -1.938554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -19385524.000000 Penalty: 5814.764648
	Iteration 246Q: 3 clusters Score -1.938552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -19385522.000000 Penalty: 5814.764648
	Iteration 247Q: 3 clusters Score -1.938552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -19385526.000000 Penalty: 5814.764648
	Iteration 248Q: 3 clusters Score -1.938553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -19385530.000000 Penalty: 5814.764648
	Iteration 249Q: 3 clusters Score -1.938553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -19385498.000000 Penalty: 5814.764648
	Iteration 250Q: 3 clusters Score -1.93855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -19385488.000000 Penalty: 5814.764648
	Iteration 251Q: 3 clusters Score -1.938549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 116581 members 
Entering Unmasked Estep 
Score: -19385488.000000 Penalty: 5814.764648
	Iteration 252Q: 3 clusters Score -1.938549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -19385470.000000 Penalty: 5814.764648
	Iteration 253Q: 3 clusters Score -1.938547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -19385468.000000 Penalty: 5814.764648
	Iteration 254Q: 3 clusters Score -1.938547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -19385456.000000 Penalty: 5814.764648
	Iteration 255Q: 3 clusters Score -1.938546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -19385460.000000 Penalty: 5814.764648
	Iteration 256Q: 3 clusters Score -1.938546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -19385470.000000 Penalty: 5814.764648
	Iteration 257Q: 3 clusters Score -1.938547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -19385454.000000 Penalty: 5814.764648
	Iteration 258Q: 3 clusters Score -1.938545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -19385452.000000 Penalty: 5814.764648
	Iteration 259Q: 3 clusters Score -1.938545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -19385458.000000 Penalty: 5814.764648
	Iteration 260F: 3 clusters Score -1.938546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -19385472.000000 Penalty: 5814.764648
	Iteration 261Q: 3 clusters Score -1.938547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -19385460.000000 Penalty: 5814.764648
	Iteration 262Q: 3 clusters Score -1.938546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -19385456.000000 Penalty: 5814.764648
	Iteration 263Q: 3 clusters Score -1.938546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -19385478.000000 Penalty: 5814.764648
	Iteration 264Q: 3 clusters Score -1.938548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 116709 members 
Entering Unmasked Estep 
Score: -19385476.000000 Penalty: 5814.764648
	Iteration 265Q: 3 clusters Score -1.938548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -19385452.000000 Penalty: 5814.764648
	Iteration 266Q: 3 clusters Score -1.938545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 116731 members 
Entering Unmasked Estep 
Score: -19385436.000000 Penalty: 5814.764648
	Iteration 267Q: 3 clusters Score -1.938544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -19385436.000000 Penalty: 5814.764648
	Iteration 268Q: 3 clusters Score -1.938544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 116765 members 
Entering Unmasked Estep 
Score: -19385422.000000 Penalty: 5814.764648
	Iteration 269Q: 3 clusters Score -1.938542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -19385428.000000 Penalty: 5814.764648
	Iteration 270Q: 3 clusters Score -1.938543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -19385428.000000 Penalty: 5814.764648
	Iteration 271Q: 3 clusters Score -1.938543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 116840 members 
Entering Unmasked Estep 
Score: -19385412.000000 Penalty: 5814.764648
	Iteration 272Q: 3 clusters Score -1.938541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -19385386.000000 Penalty: 5814.764648
	Iteration 273Q: 3 clusters Score -1.938539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -19385402.000000 Penalty: 5814.764648
	Iteration 274Q: 3 clusters Score -1.93854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -19385394.000000 Penalty: 5814.764648
	Iteration 275Q: 3 clusters Score -1.938539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 116889 members 
Entering Unmasked Estep 
Score: -19385382.000000 Penalty: 5814.764648
	Iteration 276Q: 3 clusters Score -1.938538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -19385376.000000 Penalty: 5814.764648
	Iteration 277Q: 3 clusters Score -1.938538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -19385390.000000 Penalty: 5814.764648
	Iteration 278Q: 3 clusters Score -1.938539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -19385360.000000 Penalty: 5814.764648
	Iteration 279Q: 3 clusters Score -1.938536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -19385344.000000 Penalty: 5814.764648
	Iteration 280F: 3 clusters Score -1.938534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 116959 members 
Entering Unmasked Estep 
Score: -19385344.000000 Penalty: 5814.764648
	Iteration 281Q: 3 clusters Score -1.938534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -19385342.000000 Penalty: 5814.764648
	Iteration 282Q: 3 clusters Score -1.938534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -19385344.000000 Penalty: 5814.764648
	Iteration 283Q: 3 clusters Score -1.938534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 116968 members 
Entering Unmasked Estep 
Score: -19385336.000000 Penalty: 5814.764648
	Iteration 284Q: 3 clusters Score -1.938534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 116973 members 
Entering Unmasked Estep 
Score: -19385314.000000 Penalty: 5814.764648
	Iteration 285Q: 3 clusters Score -1.938531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -19385336.000000 Penalty: 5814.764648
	Iteration 286Q: 3 clusters Score -1.938534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -19385336.000000 Penalty: 5814.764648
	Iteration 287F: 3 clusters Score -1.938534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 734 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 2947 members 
Mstep: Class 40 contains 116977 members 
Entering Unmasked Estep 
Score: -120374192.000000 Penalty: 134782.437500
Splitting cluster 15 changes total score from -120370816.000000 to -120374192.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -216126.562500 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -216126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -213866.453125 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -213866.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -214420.078125 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -214420.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214808.843750 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -214808.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -215167.578125 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -215167.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -215458.937500 Penalty: 3644.580078
	Iteration 4F: 3 clusters Score -215458.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -215644.546875 Penalty: 3644.580078
	Iteration 5F: 3 clusters Score -215644.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215730.140625 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -215730.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -215790.437500 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -215790.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -215816.328125 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -215816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -215819.515625 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -215819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -215824.515625 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -215824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -215828.140625 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -215828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215832.421875 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -215832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -215836.875000 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -215836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -215838.062500 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -215838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -215838.062500 Penalty: 3644.580078
	Iteration 15F: 3 clusters Score -215838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -1194652.750000 Penalty: 2228.576660
	Iteration 0F: 2 clusters Score -1194653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1188328.750000 Penalty: 4457.153320
	Iteration 0F: 3 clusters Score -1188329 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1190170.000000 Penalty: 4457.153320
	Iteration 1F: 3 clusters Score -1190170 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1190531.000000 Penalty: 4457.153320
	Iteration 2F: 3 clusters Score -1190531 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1190837.625000 Penalty: 4457.153320
	Iteration 3F: 3 clusters Score -1190838 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1191175.875000 Penalty: 4457.153320
	Iteration 4F: 3 clusters Score -1191176 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1191575.125000 Penalty: 4457.153320
	Iteration 5F: 3 clusters Score -1191575 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1192012.125000 Penalty: 4457.153320
	Iteration 6F: 3 clusters Score -1192012 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1192406.500000 Penalty: 4457.153320
	Iteration 7F: 3 clusters Score -1192406 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1192730.875000 Penalty: 4457.153320
	Iteration 8F: 3 clusters Score -1192731 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1192985.000000 Penalty: 4457.153320
	Iteration 9Q: 3 clusters Score -1192985 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1193210.625000 Penalty: 4457.153320
	Iteration 10Q: 3 clusters Score -1193211 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1193380.875000 Penalty: 4457.153320
	Iteration 11Q: 3 clusters Score -1193381 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1193511.000000 Penalty: 4457.153320
	Iteration 12Q: 3 clusters Score -1193511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1193609.125000 Penalty: 4457.153320
	Iteration 13Q: 3 clusters Score -1193609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1193675.125000 Penalty: 4457.153320
	Iteration 14Q: 3 clusters Score -1193675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1193735.375000 Penalty: 4457.153320
	Iteration 15Q: 3 clusters Score -1193735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1193784.375000 Penalty: 4457.153320
	Iteration 16Q: 3 clusters Score -1193784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1193819.750000 Penalty: 4457.153320
	Iteration 17Q: 3 clusters Score -1193820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1193854.125000 Penalty: 4457.153320
	Iteration 18Q: 3 clusters Score -1193854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1193876.500000 Penalty: 4457.153320
	Iteration 19Q: 3 clusters Score -1193876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1193910.625000 Penalty: 4457.153320
	Iteration 20F: 3 clusters Score -1193911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1193939.625000 Penalty: 4457.153320
	Iteration 21Q: 3 clusters Score -1193940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1193992.750000 Penalty: 4457.153320
	Iteration 22Q: 3 clusters Score -1193993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1194055.500000 Penalty: 4457.153320
	Iteration 23Q: 3 clusters Score -1194056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1194090.250000 Penalty: 4457.153320
	Iteration 24Q: 3 clusters Score -1194090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1194114.375000 Penalty: 4457.153320
	Iteration 25Q: 3 clusters Score -1194114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1194128.625000 Penalty: 4457.153320
	Iteration 26Q: 3 clusters Score -1194129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1194145.375000 Penalty: 4457.153320
	Iteration 27Q: 3 clusters Score -1194145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1194152.875000 Penalty: 4457.153320
	Iteration 28Q: 3 clusters Score -1194153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1194156.000000 Penalty: 4457.153320
	Iteration 29Q: 3 clusters Score -1194156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1194156.250000 Penalty: 4457.153320
	Iteration 30Q: 3 clusters Score -1194156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1194156.875000 Penalty: 4457.153320
	Iteration 31Q: 3 clusters Score -1194157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1194157.000000 Penalty: 4457.153320
	Iteration 32Q: 3 clusters Score -1194157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1194158.375000 Penalty: 4457.153320
	Iteration 33Q: 3 clusters Score -1194158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1194158.375000 Penalty: 4457.153320
	Iteration 34F: 3 clusters Score -1194158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -163971.609375 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -163971.6 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 563 members 
Entering Unmasked Estep 
Score: -162025.796875 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -162025.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162289.125000 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -162289.1 nChanged 60
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: -162356.843750 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -162356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -162394.890625 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -162394.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162425.531250 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -162425.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -162451.546875 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -162451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162483.234375 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -162483.2 nChanged 22
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: -162504.203125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -162504.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -162520.093750 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -162520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -162532.609375 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -162532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -162541.968750 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -162542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162546.765625 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -162546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162550.625000 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -162550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -162558.671875 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -162558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162563.171875 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -162563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -162565.109375 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -162565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -162573.296875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -162573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -162578.437500 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -162578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -162590.468750 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -162590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -162598.812500 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -162598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -162611.484375 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -162611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -162622.437500 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -162622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -162623.906250 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -162623.9 nChanged 2
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: -162625.859375 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -162625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -162626.546875 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -162626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -162627.078125 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -162627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162627.484375 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -162627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162627.484375 Penalty: 3474.871338
	Iteration 27F: 3 clusters Score -162627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1507627.125000 Penalty: 2291.374512
	Iteration 0F: 2 clusters Score -1507627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1499801.750000 Penalty: 4582.749023
	Iteration 0F: 3 clusters Score -1499802 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1502230.375000 Penalty: 4582.749023
	Iteration 1F: 3 clusters Score -1502230 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1502745.875000 Penalty: 4582.749023
	Iteration 2F: 3 clusters Score -1502746 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1503307.375000 Penalty: 4582.749023
	Iteration 3F: 3 clusters Score -1503307 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1503960.500000 Penalty: 4582.749023
	Iteration 4F: 3 clusters Score -1503960 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1504685.875000 Penalty: 4582.749023
	Iteration 5F: 3 clusters Score -1504686 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1505367.000000 Penalty: 4582.749023
	Iteration 6F: 3 clusters Score -1505367 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1505905.625000 Penalty: 4582.749023
	Iteration 7F: 3 clusters Score -1505906 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1506316.375000 Penalty: 4582.749023
	Iteration 8Q: 3 clusters Score -1506316 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1506548.375000 Penalty: 4582.749023
	Iteration 9Q: 3 clusters Score -1506548 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1506717.000000 Penalty: 4582.749023
	Iteration 10Q: 3 clusters Score -1506717 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1506824.625000 Penalty: 4582.749023
	Iteration 11Q: 3 clusters Score -1506825 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1506883.375000 Penalty: 4582.749023
	Iteration 12Q: 3 clusters Score -1506883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1506921.625000 Penalty: 4582.749023
	Iteration 13Q: 3 clusters Score -1506922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1506950.000000 Penalty: 4582.749023
	Iteration 14Q: 3 clusters Score -1506950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1506967.000000 Penalty: 4582.749023
	Iteration 15Q: 3 clusters Score -1506967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1506982.000000 Penalty: 4582.749023
	Iteration 16Q: 3 clusters Score -1506982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1506987.875000 Penalty: 4582.749023
	Iteration 17Q: 3 clusters Score -1506988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1506995.125000 Penalty: 4582.749023
	Iteration 18Q: 3 clusters Score -1506995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1507000.500000 Penalty: 4582.749023
	Iteration 19Q: 3 clusters Score -1507000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1507000.750000 Penalty: 4582.749023
	Iteration 20F: 3 clusters Score -1507001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1507004.250000 Penalty: 4582.749023
	Iteration 21Q: 3 clusters Score -1507004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1507009.750000 Penalty: 4582.749023
	Iteration 22Q: 3 clusters Score -1507010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1507012.000000 Penalty: 4582.749023
	Iteration 23Q: 3 clusters Score -1507012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1507010.750000 Penalty: 4582.749023
	Iteration 24Q: 3 clusters Score -1507011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1507016.375000 Penalty: 4582.749023
	Iteration 25Q: 3 clusters Score -1507016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1507017.250000 Penalty: 4582.749023
	Iteration 26Q: 3 clusters Score -1507017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1507017.250000 Penalty: 4582.749023
	Iteration 27Q: 3 clusters Score -1507017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1507015.875000 Penalty: 4582.749023
	Iteration 28Q: 3 clusters Score -1507016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1507017.000000 Penalty: 4582.749023
	Iteration 29Q: 3 clusters Score -1507017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1507015.500000 Penalty: 4582.749023
	Iteration 30Q: 3 clusters Score -1507016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1507015.875000 Penalty: 4582.749023
	Iteration 31Q: 3 clusters Score -1507016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1507019.250000 Penalty: 4582.749023
	Iteration 32Q: 3 clusters Score -1507019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1507018.250000 Penalty: 4582.749023
	Iteration 33Q: 3 clusters Score -1507018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1507019.250000 Penalty: 4582.749023
	Iteration 34Q: 3 clusters Score -1507019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1507021.750000 Penalty: 4582.749023
	Iteration 35Q: 3 clusters Score -1507022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1507022.250000 Penalty: 4582.749023
	Iteration 36Q: 3 clusters Score -1507022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1507020.500000 Penalty: 4582.749023
	Iteration 37Q: 3 clusters Score -1507020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1507020.750000 Penalty: 4582.749023
	Iteration 38Q: 3 clusters Score -1507021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1507020.625000 Penalty: 4582.749023
	Iteration 39Q: 3 clusters Score -1507021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1507020.750000 Penalty: 4582.749023
	Iteration 40F: 3 clusters Score -1507021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1507022.125000 Penalty: 4582.749023
	Iteration 41Q: 3 clusters Score -1507022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1507022.125000 Penalty: 4582.749023
	Iteration 42F: 3 clusters Score -1507022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Entering Unmasked Estep 
Score: -8100000.500000 Penalty: 2694.192627
	Iteration 0F: 2 clusters Score -8100000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -8064891.000000 Penalty: 5388.385254
	Iteration 0F: 3 clusters Score -8064891 nChanged 24264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -8078958.500000 Penalty: 5388.385254
	Iteration 1F: 3 clusters Score -8078958 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8080113.500000 Penalty: 5388.385254
	Iteration 2F: 3 clusters Score -8080114 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -8081666.000000 Penalty: 5388.385254
	Iteration 3F: 3 clusters Score -8081666 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8083900.000000 Penalty: 5388.385254
	Iteration 4F: 3 clusters Score -8083900 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -8087044.000000 Penalty: 5388.385254
	Iteration 5F: 3 clusters Score -8087044 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8090541.500000 Penalty: 5388.385254
	Iteration 6F: 3 clusters Score -8090542 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8093449.000000 Penalty: 5388.385254
	Iteration 7F: 3 clusters Score -8093449 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -8095305.000000 Penalty: 5388.385254
	Iteration 8Q: 3 clusters Score -8095305 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -8096339.000000 Penalty: 5388.385254
	Iteration 9Q: 3 clusters Score -8096339 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -8096891.500000 Penalty: 5388.385254
	Iteration 10Q: 3 clusters Score -8096892 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -8097201.000000 Penalty: 5388.385254
	Iteration 11Q: 3 clusters Score -8097201 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -8097434.000000 Penalty: 5388.385254
	Iteration 12Q: 3 clusters Score -8097434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -8097603.500000 Penalty: 5388.385254
	Iteration 13Q: 3 clusters Score -8097604 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -8097713.500000 Penalty: 5388.385254
	Iteration 14Q: 3 clusters Score -8097714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -8097785.500000 Penalty: 5388.385254
	Iteration 15Q: 3 clusters Score -8097786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -8097844.000000 Penalty: 5388.385254
	Iteration 16Q: 3 clusters Score -8097844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -8097850.000000 Penalty: 5388.385254
	Iteration 17Q: 3 clusters Score -8097850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -8097886.500000 Penalty: 5388.385254
	Iteration 18Q: 3 clusters Score -8097886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -8097890.500000 Penalty: 5388.385254
	Iteration 19Q: 3 clusters Score -8097890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -8097897.000000 Penalty: 5388.385254
	Iteration 20F: 3 clusters Score -8097897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -8097915.000000 Penalty: 5388.385254
	Iteration 21Q: 3 clusters Score -8097915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -8097933.500000 Penalty: 5388.385254
	Iteration 22Q: 3 clusters Score -8097934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -8097947.500000 Penalty: 5388.385254
	Iteration 23Q: 3 clusters Score -8097948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -8097965.500000 Penalty: 5388.385254
	Iteration 24Q: 3 clusters Score -8097966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -8097988.000000 Penalty: 5388.385254
	Iteration 25Q: 3 clusters Score -8097988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -8097996.000000 Penalty: 5388.385254
	Iteration 26Q: 3 clusters Score -8097996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -8098011.500000 Penalty: 5388.385254
	Iteration 27Q: 3 clusters Score -8098012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -8098024.000000 Penalty: 5388.385254
	Iteration 28Q: 3 clusters Score -8098024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -8098015.500000 Penalty: 5388.385254
	Iteration 29Q: 3 clusters Score -8098016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -8098032.500000 Penalty: 5388.385254
	Iteration 30Q: 3 clusters Score -8098032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -8098051.000000 Penalty: 5388.385254
	Iteration 31Q: 3 clusters Score -8098051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -8098042.000000 Penalty: 5388.385254
	Iteration 32Q: 3 clusters Score -8098042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -8098039.000000 Penalty: 5388.385254
	Iteration 33Q: 3 clusters Score -8098039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -8098046.000000 Penalty: 5388.385254
	Iteration 34Q: 3 clusters Score -8098046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -8098049.000000 Penalty: 5388.385254
	Iteration 35Q: 3 clusters Score -8098049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8098050.500000 Penalty: 5388.385254
	Iteration 36Q: 3 clusters Score -8098050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -8098059.000000 Penalty: 5388.385254
	Iteration 37Q: 3 clusters Score -8098059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -8098062.500000 Penalty: 5388.385254
	Iteration 38Q: 3 clusters Score -8098062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -8098070.000000 Penalty: 5388.385254
	Iteration 39Q: 3 clusters Score -8098070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -8098073.500000 Penalty: 5388.385254
	Iteration 40F: 3 clusters Score -8098074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -8098085.500000 Penalty: 5388.385254
	Iteration 41Q: 3 clusters Score -8098086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -8098085.000000 Penalty: 5388.385254
	Iteration 42Q: 3 clusters Score -8098085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -8098085.500000 Penalty: 5388.385254
	Iteration 43Q: 3 clusters Score -8098086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -8098081.000000 Penalty: 5388.385254
	Iteration 44Q: 3 clusters Score -8098081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -8098081.000000 Penalty: 5388.385254
	Iteration 45Q: 3 clusters Score -8098081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -8098084.000000 Penalty: 5388.385254
	Iteration 46Q: 3 clusters Score -8098084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -8098080.000000 Penalty: 5388.385254
	Iteration 47Q: 3 clusters Score -8098080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -8098080.000000 Penalty: 5388.385254
	Iteration 48Q: 3 clusters Score -8098080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -8098076.000000 Penalty: 5388.385254
	Iteration 49Q: 3 clusters Score -8098076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -8098076.000000 Penalty: 5388.385254
	Iteration 50F: 3 clusters Score -8098076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2923964.250000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -2923964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2910662.250000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -2910662 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2915056.750000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -2915057 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2915568.500000 Penalty: 4881.782227
	Iteration 2F: 3 clusters Score -2915568 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2916043.000000 Penalty: 4881.782227
	Iteration 3F: 3 clusters Score -2916043 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2916514.500000 Penalty: 4881.782227
	Iteration 4F: 3 clusters Score -2916514 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2916982.750000 Penalty: 4881.782227
	Iteration 5Q: 3 clusters Score -2916983 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2917501.750000 Penalty: 4881.782227
	Iteration 6Q: 3 clusters Score -2917502 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2917974.000000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -2917974 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2918398.250000 Penalty: 4881.782227
	Iteration 8Q: 3 clusters Score -2918398 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2918771.250000 Penalty: 4881.782227
	Iteration 9Q: 3 clusters Score -2918771 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2919099.250000 Penalty: 4881.782227
	Iteration 10Q: 3 clusters Score -2919099 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2919358.000000 Penalty: 4881.782227
	Iteration 11Q: 3 clusters Score -2919358 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2919531.500000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -2919532 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2919686.000000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -2919686 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2919782.250000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -2919782 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2919853.750000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -2919854 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2919906.250000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -2919906 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2919967.250000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -2919967 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2920030.000000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -2920030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2920096.750000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -2920097 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2920198.750000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -2920199 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2920307.250000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -2920307 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2920413.000000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -2920413 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2920517.500000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -2920518 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2920662.250000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -2920662 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2920802.000000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -2920802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2920947.750000 Penalty: 4881.782227
	Iteration 26Q: 3 clusters Score -2920948 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2921115.250000 Penalty: 4881.782227
	Iteration 27Q: 3 clusters Score -2921115 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2921257.500000 Penalty: 4881.782227
	Iteration 28Q: 3 clusters Score -2921258 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2921381.000000 Penalty: 4881.782227
	Iteration 29Q: 3 clusters Score -2921381 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2921510.500000 Penalty: 4881.782227
	Iteration 30Q: 3 clusters Score -2921510 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2921636.000000 Penalty: 4881.782227
	Iteration 31Q: 3 clusters Score -2921636 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2921714.500000 Penalty: 4881.782227
	Iteration 32Q: 3 clusters Score -2921714 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2921801.000000 Penalty: 4881.782227
	Iteration 33Q: 3 clusters Score -2921801 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2921883.750000 Penalty: 4881.782227
	Iteration 34Q: 3 clusters Score -2921884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2921950.250000 Penalty: 4881.782227
	Iteration 35Q: 3 clusters Score -2921950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2921999.250000 Penalty: 4881.782227
	Iteration 36Q: 3 clusters Score -2921999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2922045.000000 Penalty: 4881.782227
	Iteration 37Q: 3 clusters Score -2922045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2922073.500000 Penalty: 4881.782227
	Iteration 38Q: 3 clusters Score -2922074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2922083.500000 Penalty: 4881.782227
	Iteration 39Q: 3 clusters Score -2922084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2922093.250000 Penalty: 4881.782227
	Iteration 40F: 3 clusters Score -2922093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2922098.500000 Penalty: 4881.782227
	Iteration 41Q: 3 clusters Score -2922098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2922095.500000 Penalty: 4881.782227
	Iteration 42Q: 3 clusters Score -2922096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2922116.250000 Penalty: 4881.782227
	Iteration 43Q: 3 clusters Score -2922116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2922127.750000 Penalty: 4881.782227
	Iteration 44Q: 3 clusters Score -2922128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2922129.750000 Penalty: 4881.782227
	Iteration 45Q: 3 clusters Score -2922130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2922140.500000 Penalty: 4881.782227
	Iteration 46Q: 3 clusters Score -2922140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2922148.250000 Penalty: 4881.782227
	Iteration 47Q: 3 clusters Score -2922148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2922154.500000 Penalty: 4881.782227
	Iteration 48Q: 3 clusters Score -2922154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2922154.250000 Penalty: 4881.782227
	Iteration 49Q: 3 clusters Score -2922154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2922147.750000 Penalty: 4881.782227
	Iteration 50Q: 3 clusters Score -2922148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2922156.750000 Penalty: 4881.782227
	Iteration 51Q: 3 clusters Score -2922157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2922156.000000 Penalty: 4881.782227
	Iteration 52Q: 3 clusters Score -2922156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2922156.000000 Penalty: 4881.782227
	Iteration 53Q: 3 clusters Score -2922156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2922156.000000 Penalty: 4881.782227
	Iteration 54F: 3 clusters Score -2922156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Entering Unmasked Estep 
Score: -1880728.500000 Penalty: 2330.226074
	Iteration 0F: 2 clusters Score -1880728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1871849.000000 Penalty: 4660.452148
	Iteration 0F: 3 clusters Score -1871849 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1874568.500000 Penalty: 4660.452148
	Iteration 1F: 3 clusters Score -1874568 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1874915.625000 Penalty: 4660.452148
	Iteration 2F: 3 clusters Score -1874916 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1875170.500000 Penalty: 4660.452148
	Iteration 3Q: 3 clusters Score -1875170 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1875404.500000 Penalty: 4660.452148
	Iteration 4Q: 3 clusters Score -1875404 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1875645.875000 Penalty: 4660.452148
	Iteration 5Q: 3 clusters Score -1875646 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1875892.375000 Penalty: 4660.452148
	Iteration 6Q: 3 clusters Score -1875892 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1876196.625000 Penalty: 4660.452148
	Iteration 7Q: 3 clusters Score -1876197 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1876541.000000 Penalty: 4660.452148
	Iteration 8Q: 3 clusters Score -1876541 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1876912.250000 Penalty: 4660.452148
	Iteration 9Q: 3 clusters Score -1876912 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1877262.625000 Penalty: 4660.452148
	Iteration 10Q: 3 clusters Score -1877263 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1877587.500000 Penalty: 4660.452148
	Iteration 11Q: 3 clusters Score -1877588 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1877838.875000 Penalty: 4660.452148
	Iteration 12Q: 3 clusters Score -1877839 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1878047.250000 Penalty: 4660.452148
	Iteration 13Q: 3 clusters Score -1878047 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1878220.875000 Penalty: 4660.452148
	Iteration 14Q: 3 clusters Score -1878221 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1878352.000000 Penalty: 4660.452148
	Iteration 15Q: 3 clusters Score -1878352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1878454.375000 Penalty: 4660.452148
	Iteration 16Q: 3 clusters Score -1878454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1878530.500000 Penalty: 4660.452148
	Iteration 17Q: 3 clusters Score -1878530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1878578.250000 Penalty: 4660.452148
	Iteration 18Q: 3 clusters Score -1878578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1878609.875000 Penalty: 4660.452148
	Iteration 19Q: 3 clusters Score -1878610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1878636.875000 Penalty: 4660.452148
	Iteration 20F: 3 clusters Score -1878637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1878664.875000 Penalty: 4660.452148
	Iteration 21Q: 3 clusters Score -1878665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1878691.875000 Penalty: 4660.452148
	Iteration 22Q: 3 clusters Score -1878692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1878704.750000 Penalty: 4660.452148
	Iteration 23Q: 3 clusters Score -1878705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1878716.125000 Penalty: 4660.452148
	Iteration 24Q: 3 clusters Score -1878716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1878727.750000 Penalty: 4660.452148
	Iteration 25Q: 3 clusters Score -1878728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1878736.125000 Penalty: 4660.452148
	Iteration 26Q: 3 clusters Score -1878736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1878744.250000 Penalty: 4660.452148
	Iteration 27Q: 3 clusters Score -1878744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1878750.875000 Penalty: 4660.452148
	Iteration 28Q: 3 clusters Score -1878751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1878758.875000 Penalty: 4660.452148
	Iteration 29Q: 3 clusters Score -1878759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1878761.500000 Penalty: 4660.452148
	Iteration 30Q: 3 clusters Score -1878762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1878769.000000 Penalty: 4660.452148
	Iteration 31Q: 3 clusters Score -1878769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1878769.875000 Penalty: 4660.452148
	Iteration 32Q: 3 clusters Score -1878770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1878768.875000 Penalty: 4660.452148
	Iteration 33Q: 3 clusters Score -1878769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1878769.625000 Penalty: 4660.452148
	Iteration 34Q: 3 clusters Score -1878770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1878771.625000 Penalty: 4660.452148
	Iteration 35Q: 3 clusters Score -1878772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1878774.500000 Penalty: 4660.452148
	Iteration 36Q: 3 clusters Score -1878774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1878776.000000 Penalty: 4660.452148
	Iteration 37Q: 3 clusters Score -1878776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1878773.375000 Penalty: 4660.452148
	Iteration 38Q: 3 clusters Score -1878773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1878773.875000 Penalty: 4660.452148
	Iteration 39Q: 3 clusters Score -1878774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1878774.500000 Penalty: 4660.452148
	Iteration 40F: 3 clusters Score -1878774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1038597.250000 Penalty: 2186.395752
	Iteration 0F: 2 clusters Score -1038597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1032957.500000 Penalty: 4372.791504
	Iteration 0F: 3 clusters Score -1032958 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1034435.437500 Penalty: 4372.791504
	Iteration 1F: 3 clusters Score -1034435 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1034685.500000 Penalty: 4372.791504
	Iteration 2F: 3 clusters Score -1034686 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1034879.312500 Penalty: 4372.791504
	Iteration 3F: 3 clusters Score -1034879 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1035016.312500 Penalty: 4372.791504
	Iteration 4Q: 3 clusters Score -1035016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1035141.875000 Penalty: 4372.791504
	Iteration 5Q: 3 clusters Score -1035142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1035267.625000 Penalty: 4372.791504
	Iteration 6Q: 3 clusters Score -1035268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1035394.562500 Penalty: 4372.791504
	Iteration 7Q: 3 clusters Score -1035395 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1035532.562500 Penalty: 4372.791504
	Iteration 8Q: 3 clusters Score -1035533 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1035677.625000 Penalty: 4372.791504
	Iteration 9Q: 3 clusters Score -1035678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1035822.625000 Penalty: 4372.791504
	Iteration 10Q: 3 clusters Score -1035823 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1035983.125000 Penalty: 4372.791504
	Iteration 11Q: 3 clusters Score -1035983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1036114.062500 Penalty: 4372.791504
	Iteration 12Q: 3 clusters Score -1036114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1036224.812500 Penalty: 4372.791504
	Iteration 13Q: 3 clusters Score -1036225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1036308.250000 Penalty: 4372.791504
	Iteration 14Q: 3 clusters Score -1036308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1036382.375000 Penalty: 4372.791504
	Iteration 15Q: 3 clusters Score -1036382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1036456.000000 Penalty: 4372.791504
	Iteration 16Q: 3 clusters Score -1036456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1036521.125000 Penalty: 4372.791504
	Iteration 17Q: 3 clusters Score -1036521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1036569.437500 Penalty: 4372.791504
	Iteration 18Q: 3 clusters Score -1036569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1036596.937500 Penalty: 4372.791504
	Iteration 19Q: 3 clusters Score -1036597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1036615.250000 Penalty: 4372.791504
	Iteration 20F: 3 clusters Score -1036615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1036630.125000 Penalty: 4372.791504
	Iteration 21Q: 3 clusters Score -1036630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1036638.812500 Penalty: 4372.791504
	Iteration 22Q: 3 clusters Score -1036639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1036641.875000 Penalty: 4372.791504
	Iteration 23Q: 3 clusters Score -1036642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1036650.750000 Penalty: 4372.791504
	Iteration 24Q: 3 clusters Score -1036651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1036653.250000 Penalty: 4372.791504
	Iteration 25Q: 3 clusters Score -1036653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1036656.562500 Penalty: 4372.791504
	Iteration 26Q: 3 clusters Score -1036657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1036659.687500 Penalty: 4372.791504
	Iteration 27Q: 3 clusters Score -1036660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1036660.375000 Penalty: 4372.791504
	Iteration 28Q: 3 clusters Score -1036660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1036661.250000 Penalty: 4372.791504
	Iteration 29Q: 3 clusters Score -1036661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1036665.000000 Penalty: 4372.791504
	Iteration 30Q: 3 clusters Score -1036665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1036670.062500 Penalty: 4372.791504
	Iteration 31Q: 3 clusters Score -1036670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1036674.937500 Penalty: 4372.791504
	Iteration 32Q: 3 clusters Score -1036675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1036678.687500 Penalty: 4372.791504
	Iteration 33Q: 3 clusters Score -1036679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1036684.375000 Penalty: 4372.791504
	Iteration 34Q: 3 clusters Score -1036684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1036692.375000 Penalty: 4372.791504
	Iteration 35Q: 3 clusters Score -1036692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1036693.312500 Penalty: 4372.791504
	Iteration 36Q: 3 clusters Score -1036693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1036693.312500 Penalty: 4372.791504
	Iteration 37F: 3 clusters Score -1036693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -386237.406250 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -386237.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -383251.281250 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -383251.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -383912.562500 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -383912.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -384136.406250 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -384136.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -384301.656250 Penalty: 3901.323730
	Iteration 3F: 3 clusters Score -384301.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -384434.937500 Penalty: 3901.323730
	Iteration 4Q: 3 clusters Score -384434.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -384551.437500 Penalty: 3901.323730
	Iteration 5Q: 3 clusters Score -384551.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -384655.031250 Penalty: 3901.323730
	Iteration 6Q: 3 clusters Score -384655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -384748.406250 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -384748.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -384837.718750 Penalty: 3901.323730
	Iteration 8Q: 3 clusters Score -384837.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -384920.125000 Penalty: 3901.323730
	Iteration 9Q: 3 clusters Score -384920.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -384974.656250 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -384974.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -385018.031250 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -385018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -385075.000000 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -385075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -385131.500000 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -385131.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -385175.937500 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -385175.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -385211.843750 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -385211.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -385264.812500 Penalty: 3901.323730
	Iteration 16Q: 3 clusters Score -385264.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -385325.000000 Penalty: 3901.323730
	Iteration 17Q: 3 clusters Score -385325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -385387.468750 Penalty: 3901.323730
	Iteration 18Q: 3 clusters Score -385387.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -385430.031250 Penalty: 3901.323730
	Iteration 19Q: 3 clusters Score -385430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -385455.500000 Penalty: 3901.323730
	Iteration 20F: 3 clusters Score -385455.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -385474.906250 Penalty: 3901.323730
	Iteration 21Q: 3 clusters Score -385474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -385478.781250 Penalty: 3901.323730
	Iteration 22Q: 3 clusters Score -385478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -385480.250000 Penalty: 3901.323730
	Iteration 23Q: 3 clusters Score -385480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -385482.156250 Penalty: 3901.323730
	Iteration 24Q: 3 clusters Score -385482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -385482.406250 Penalty: 3901.323730
	Iteration 25Q: 3 clusters Score -385482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -385482.937500 Penalty: 3901.323730
	Iteration 26Q: 3 clusters Score -385482.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -385482.937500 Penalty: 3901.323730
	Iteration 27F: 3 clusters Score -385482.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -30898.062500 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -30898.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29785.207031 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -29785.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29870.181641 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -29870.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29910.783203 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -29910.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29920.167969 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -29920.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29920.167969 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -29920.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Entering Unmasked Estep 
Score: -4535596.500000 Penalty: 2548.878906
	Iteration 0F: 2 clusters Score -4535596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4515514.500000 Penalty: 5097.757812
	Iteration 0F: 3 clusters Score -4515514 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4522723.500000 Penalty: 5097.757812
	Iteration 1F: 3 clusters Score -4522724 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4523228.500000 Penalty: 5097.757812
	Iteration 2Q: 3 clusters Score -4523228 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4523708.500000 Penalty: 5097.757812
	Iteration 3Q: 3 clusters Score -4523708 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4524240.000000 Penalty: 5097.757812
	Iteration 4Q: 3 clusters Score -4524240 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4524860.000000 Penalty: 5097.757812
	Iteration 5Q: 3 clusters Score -4524860 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -4525584.500000 Penalty: 5097.757812
	Iteration 6Q: 3 clusters Score -4525584 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4526409.000000 Penalty: 5097.757812
	Iteration 7Q: 3 clusters Score -4526409 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4527277.000000 Penalty: 5097.757812
	Iteration 8Q: 3 clusters Score -4527277 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -4528262.500000 Penalty: 5097.757812
	Iteration 9F: 3 clusters Score -4528262 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4529207.500000 Penalty: 5097.757812
	Iteration 10Q: 3 clusters Score -4529208 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4530145.000000 Penalty: 5097.757812
	Iteration 11Q: 3 clusters Score -4530145 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4531017.000000 Penalty: 5097.757812
	Iteration 12Q: 3 clusters Score -4531017 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4531690.000000 Penalty: 5097.757812
	Iteration 13Q: 3 clusters Score -4531690 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4532193.000000 Penalty: 5097.757812
	Iteration 14Q: 3 clusters Score -4532193 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4532584.500000 Penalty: 5097.757812
	Iteration 15Q: 3 clusters Score -4532584 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4532855.000000 Penalty: 5097.757812
	Iteration 16Q: 3 clusters Score -4532855 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4533043.000000 Penalty: 5097.757812
	Iteration 17Q: 3 clusters Score -4533043 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4533181.500000 Penalty: 5097.757812
	Iteration 18Q: 3 clusters Score -4533182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4533267.000000 Penalty: 5097.757812
	Iteration 19Q: 3 clusters Score -4533267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4533323.500000 Penalty: 5097.757812
	Iteration 20F: 3 clusters Score -4533324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4533367.000000 Penalty: 5097.757812
	Iteration 21Q: 3 clusters Score -4533367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4533413.500000 Penalty: 5097.757812
	Iteration 22Q: 3 clusters Score -4533414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4533444.500000 Penalty: 5097.757812
	Iteration 23Q: 3 clusters Score -4533444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4533482.500000 Penalty: 5097.757812
	Iteration 24Q: 3 clusters Score -4533482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4533517.000000 Penalty: 5097.757812
	Iteration 25Q: 3 clusters Score -4533517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4533548.000000 Penalty: 5097.757812
	Iteration 26Q: 3 clusters Score -4533548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4533570.500000 Penalty: 5097.757812
	Iteration 27Q: 3 clusters Score -4533570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4533591.500000 Penalty: 5097.757812
	Iteration 28Q: 3 clusters Score -4533592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4533607.500000 Penalty: 5097.757812
	Iteration 29Q: 3 clusters Score -4533608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4533620.000000 Penalty: 5097.757812
	Iteration 30Q: 3 clusters Score -4533620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4533630.000000 Penalty: 5097.757812
	Iteration 31Q: 3 clusters Score -4533630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4533632.000000 Penalty: 5097.757812
	Iteration 32Q: 3 clusters Score -4533632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4533634.500000 Penalty: 5097.757812
	Iteration 33Q: 3 clusters Score -4533634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4533640.000000 Penalty: 5097.757812
	Iteration 34Q: 3 clusters Score -4533640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4533647.000000 Penalty: 5097.757812
	Iteration 35Q: 3 clusters Score -4533647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4533650.500000 Penalty: 5097.757812
	Iteration 36Q: 3 clusters Score -4533650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4533653.000000 Penalty: 5097.757812
	Iteration 37Q: 3 clusters Score -4533653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4533653.000000 Penalty: 5097.757812
	Iteration 38Q: 3 clusters Score -4533653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4533656.000000 Penalty: 5097.757812
	Iteration 39Q: 3 clusters Score -4533656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4533658.500000 Penalty: 5097.757812
	Iteration 40F: 3 clusters Score -4533658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4533660.500000 Penalty: 5097.757812
	Iteration 41Q: 3 clusters Score -4533660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4533664.500000 Penalty: 5097.757812
	Iteration 42Q: 3 clusters Score -4533664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4533664.500000 Penalty: 5097.757812
	Iteration 43F: 3 clusters Score -4533664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -215400.140625 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -215400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -213159.656250 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -213159.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213569.843750 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -213569.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -213696.718750 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -213696.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -213763.375000 Penalty: 3608.828857
	Iteration 3Q: 3 clusters Score -213763.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213833.218750 Penalty: 3608.828857
	Iteration 4Q: 3 clusters Score -213833.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -213904.765625 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -213904.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -213958.187500 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -213958.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -214001.562500 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -214001.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214044.265625 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -214044.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -214094.484375 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -214094.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -214164.265625 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -214164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214212.796875 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -214212.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -214243.781250 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -214243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -214262.593750 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -214262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -214278.484375 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -214278.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -214291.718750 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -214291.7 nChanged 6
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: -214300.906250 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -214300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -214311.156250 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -214311.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -214322.593750 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -214322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -214328.687500 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -214328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214334.937500 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -214334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214340.156250 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -214340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214342.343750 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -214342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -214345.562500 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -214345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -214350.062500 Penalty: 3608.828857
	Iteration 24Q: 3 clusters Score -214350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214353.078125 Penalty: 3608.828857
	Iteration 25Q: 3 clusters Score -214353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -214354.484375 Penalty: 3608.828857
	Iteration 26Q: 3 clusters Score -214354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214356.468750 Penalty: 3608.828857
	Iteration 27Q: 3 clusters Score -214356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214357.968750 Penalty: 3608.828857
	Iteration 28Q: 3 clusters Score -214358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214360.265625 Penalty: 3608.828857
	Iteration 29Q: 3 clusters Score -214360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214360.265625 Penalty: 3608.828857
	Iteration 30F: 3 clusters Score -214360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Entering Unmasked Estep 
Score: -1926036.375000 Penalty: 2346.969238
	Iteration 0F: 2 clusters Score -1926036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1916551.375000 Penalty: 4693.938477
	Iteration 0F: 3 clusters Score -1916551 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1920044.500000 Penalty: 4693.938477
	Iteration 1F: 3 clusters Score -1920044 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1921010.000000 Penalty: 4693.938477
	Iteration 2F: 3 clusters Score -1921010 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1922001.250000 Penalty: 4693.938477
	Iteration 3F: 3 clusters Score -1922001 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1923021.000000 Penalty: 4693.938477
	Iteration 4F: 3 clusters Score -1923021 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1923945.750000 Penalty: 4693.938477
	Iteration 5F: 3 clusters Score -1923946 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1924636.000000 Penalty: 4693.938477
	Iteration 6F: 3 clusters Score -1924636 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1925132.375000 Penalty: 4693.938477
	Iteration 7Q: 3 clusters Score -1925132 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1925447.250000 Penalty: 4693.938477
	Iteration 8Q: 3 clusters Score -1925447 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1925630.875000 Penalty: 4693.938477
	Iteration 9Q: 3 clusters Score -1925631 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1925725.125000 Penalty: 4693.938477
	Iteration 10Q: 3 clusters Score -1925725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1925790.875000 Penalty: 4693.938477
	Iteration 11Q: 3 clusters Score -1925791 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1925827.375000 Penalty: 4693.938477
	Iteration 12Q: 3 clusters Score -1925827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1925861.625000 Penalty: 4693.938477
	Iteration 13Q: 3 clusters Score -1925862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1925876.625000 Penalty: 4693.938477
	Iteration 14Q: 3 clusters Score -1925877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1925882.250000 Penalty: 4693.938477
	Iteration 15Q: 3 clusters Score -1925882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1925894.125000 Penalty: 4693.938477
	Iteration 16Q: 3 clusters Score -1925894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1925897.750000 Penalty: 4693.938477
	Iteration 17Q: 3 clusters Score -1925898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1925902.875000 Penalty: 4693.938477
	Iteration 18Q: 3 clusters Score -1925903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1925909.625000 Penalty: 4693.938477
	Iteration 19Q: 3 clusters Score -1925910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1925912.750000 Penalty: 4693.938477
	Iteration 20F: 3 clusters Score -1925913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1925915.125000 Penalty: 4693.938477
	Iteration 21Q: 3 clusters Score -1925915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1925916.625000 Penalty: 4693.938477
	Iteration 22Q: 3 clusters Score -1925917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1925918.250000 Penalty: 4693.938477
	Iteration 23Q: 3 clusters Score -1925918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1925921.500000 Penalty: 4693.938477
	Iteration 24Q: 3 clusters Score -1925922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1925919.875000 Penalty: 4693.938477
	Iteration 25Q: 3 clusters Score -1925920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1925917.750000 Penalty: 4693.938477
	Iteration 26Q: 3 clusters Score -1925918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1925919.875000 Penalty: 4693.938477
	Iteration 27Q: 3 clusters Score -1925920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1925918.250000 Penalty: 4693.938477
	Iteration 28Q: 3 clusters Score -1925918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1925919.875000 Penalty: 4693.938477
	Iteration 29Q: 3 clusters Score -1925920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1925920.750000 Penalty: 4693.938477
	Iteration 30Q: 3 clusters Score -1925921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1925920.000000 Penalty: 4693.938477
	Iteration 31Q: 3 clusters Score -1925920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1925920.000000 Penalty: 4693.938477
	Iteration 32F: 3 clusters Score -1925920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -100169.937500 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -100169.9 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 371 members 
Entering Unmasked Estep 
Score: -98501.218750 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -98501.22 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98986.460938 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -98986.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99561.734375 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -99561.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -100155.000000 Penalty: 3272.860352
	Iteration 3F: 3 clusters Score -100155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -100307.062500 Penalty: 3272.860352
	Iteration 4F: 3 clusters Score -100307.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -100374.890625 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -100374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -100449.390625 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -100449.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -100704.968750 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -100705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -101082.140625 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -101082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -101147.156250 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -101147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -101162.718750 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -101162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -101182.742188 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -101182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -101187.617188 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -101187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -101191.242188 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -101191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -101200.171875 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -101200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -101208.078125 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -101208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -101212.343750 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -101212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -101214.820312 Penalty: 3272.860352
	Iteration 17F: 3 clusters Score -101214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -101346.210938 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -101346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -101353.414062 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -101353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -101353.414062 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -101353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 17527 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 2947 members 
Mstep: Class 40 contains 116977 members 
Mstep: Class 41 contains 191 members 
Entering Unmasked Estep 
Score: -120373664.000000 Penalty: 138152.000000
Splitting cluster 29 changes total score from -120370816.000000 to -120373664.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 30 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -2568781.750000 Penalty: 2423.331543
	Iteration 0F: 2 clusters Score -2568782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2556334.250000 Penalty: 4846.663086
	Iteration 0F: 3 clusters Score -2556334 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2560935.750000 Penalty: 4846.663086
	Iteration 1F: 3 clusters Score -2560936 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2562200.500000 Penalty: 4846.663086
	Iteration 2F: 3 clusters Score -2562200 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2563751.000000 Penalty: 4846.663086
	Iteration 3F: 3 clusters Score -2563751 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2565531.750000 Penalty: 4846.663086
	Iteration 4F: 3 clusters Score -2565532 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2566901.750000 Penalty: 4846.663086
	Iteration 5F: 3 clusters Score -2566902 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2567719.500000 Penalty: 4846.663086
	Iteration 6F: 3 clusters Score -2567720 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2568162.000000 Penalty: 4846.663086
	Iteration 7Q: 3 clusters Score -2568162 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2568473.250000 Penalty: 4846.663086
	Iteration 8Q: 3 clusters Score -2568473 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2568760.250000 Penalty: 4846.663086
	Iteration 9Q: 3 clusters Score -2568760 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2569088.750000 Penalty: 4846.663086
	Iteration 10Q: 3 clusters Score -2569089 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2569445.500000 Penalty: 4846.663086
	Iteration 11Q: 3 clusters Score -2569446 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2569854.000000 Penalty: 4846.663086
	Iteration 12Q: 3 clusters Score -2569854 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2570215.250000 Penalty: 4846.663086
	Iteration 13Q: 3 clusters Score -2570215 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2570441.250000 Penalty: 4846.663086
	Iteration 14Q: 3 clusters Score -2570441 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2570603.250000 Penalty: 4846.663086
	Iteration 15Q: 3 clusters Score -2570603 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2570724.500000 Penalty: 4846.663086
	Iteration 16Q: 3 clusters Score -2570724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2570798.000000 Penalty: 4846.663086
	Iteration 17Q: 3 clusters Score -2570798 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2570832.000000 Penalty: 4846.663086
	Iteration 18Q: 3 clusters Score -2570832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2570866.750000 Penalty: 4846.663086
	Iteration 19Q: 3 clusters Score -2570867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2570886.250000 Penalty: 4846.663086
	Iteration 20F: 3 clusters Score -2570886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2570899.500000 Penalty: 4846.663086
	Iteration 21Q: 3 clusters Score -2570900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2570907.750000 Penalty: 4846.663086
	Iteration 22Q: 3 clusters Score -2570908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2570917.750000 Penalty: 4846.663086
	Iteration 23Q: 3 clusters Score -2570918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2570928.500000 Penalty: 4846.663086
	Iteration 24Q: 3 clusters Score -2570928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2570924.750000 Penalty: 4846.663086
	Iteration 25Q: 3 clusters Score -2570925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2570924.250000 Penalty: 4846.663086
	Iteration 26Q: 3 clusters Score -2570924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2570927.750000 Penalty: 4846.663086
	Iteration 27Q: 3 clusters Score -2570928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2570931.250000 Penalty: 4846.663086
	Iteration 28Q: 3 clusters Score -2570931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2570930.250000 Penalty: 4846.663086
	Iteration 29Q: 3 clusters Score -2570930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2570928.250000 Penalty: 4846.663086
	Iteration 30Q: 3 clusters Score -2570928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2570928.750000 Penalty: 4846.663086
	Iteration 31Q: 3 clusters Score -2570929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2570933.000000 Penalty: 4846.663086
	Iteration 32Q: 3 clusters Score -2570933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2570931.500000 Penalty: 4846.663086
	Iteration 33Q: 3 clusters Score -2570932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2570933.500000 Penalty: 4846.663086
	Iteration 34Q: 3 clusters Score -2570934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2570932.750000 Penalty: 4846.663086
	Iteration 35Q: 3 clusters Score -2570933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2570932.750000 Penalty: 4846.663086
	Iteration 36F: 3 clusters Score -2570933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 2947 members 
Mstep: Class 40 contains 116977 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 11811 members 
Entering Unmasked Estep 
Score: -120375184.000000 Penalty: 141521.562500
Splitting cluster 30 changes total score from -120370816.000000 to -120375184.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (17801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Entering Unmasked Estep 
Score: -2799229.000000 Penalty: 2427.178467
	Iteration 0F: 2 clusters Score -2799229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2786618.500000 Penalty: 4854.356934
	Iteration 0F: 3 clusters Score -2786618 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2790901.250000 Penalty: 4854.356934
	Iteration 1F: 3 clusters Score -2790901 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2791368.000000 Penalty: 4854.356934
	Iteration 2F: 3 clusters Score -2791368 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2791751.250000 Penalty: 4854.356934
	Iteration 3Q: 3 clusters Score -2791751 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2792094.250000 Penalty: 4854.356934
	Iteration 4Q: 3 clusters Score -2792094 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2792407.500000 Penalty: 4854.356934
	Iteration 5Q: 3 clusters Score -2792408 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2792740.250000 Penalty: 4854.356934
	Iteration 6Q: 3 clusters Score -2792740 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2793080.250000 Penalty: 4854.356934
	Iteration 7Q: 3 clusters Score -2793080 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2793418.000000 Penalty: 4854.356934
	Iteration 8Q: 3 clusters Score -2793418 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2793802.500000 Penalty: 4854.356934
	Iteration 9Q: 3 clusters Score -2793802 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2794229.250000 Penalty: 4854.356934
	Iteration 10Q: 3 clusters Score -2794229 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2794620.000000 Penalty: 4854.356934
	Iteration 11Q: 3 clusters Score -2794620 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2794948.000000 Penalty: 4854.356934
	Iteration 12Q: 3 clusters Score -2794948 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2795261.000000 Penalty: 4854.356934
	Iteration 13Q: 3 clusters Score -2795261 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2795539.000000 Penalty: 4854.356934
	Iteration 14Q: 3 clusters Score -2795539 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2795763.000000 Penalty: 4854.356934
	Iteration 15Q: 3 clusters Score -2795763 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2795949.250000 Penalty: 4854.356934
	Iteration 16Q: 3 clusters Score -2795949 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2796063.250000 Penalty: 4854.356934
	Iteration 17Q: 3 clusters Score -2796063 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2796152.250000 Penalty: 4854.356934
	Iteration 18Q: 3 clusters Score -2796152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2796254.750000 Penalty: 4854.356934
	Iteration 19Q: 3 clusters Score -2796255 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2796346.000000 Penalty: 4854.356934
	Iteration 20F: 3 clusters Score -2796346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2796413.750000 Penalty: 4854.356934
	Iteration 21Q: 3 clusters Score -2796414 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2796473.500000 Penalty: 4854.356934
	Iteration 22Q: 3 clusters Score -2796474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2796521.250000 Penalty: 4854.356934
	Iteration 23Q: 3 clusters Score -2796521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2796588.000000 Penalty: 4854.356934
	Iteration 24Q: 3 clusters Score -2796588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2796652.500000 Penalty: 4854.356934
	Iteration 25Q: 3 clusters Score -2796652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2796686.000000 Penalty: 4854.356934
	Iteration 26Q: 3 clusters Score -2796686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2796724.000000 Penalty: 4854.356934
	Iteration 27Q: 3 clusters Score -2796724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2796760.250000 Penalty: 4854.356934
	Iteration 28Q: 3 clusters Score -2796760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2796784.500000 Penalty: 4854.356934
	Iteration 29Q: 3 clusters Score -2796784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2796819.000000 Penalty: 4854.356934
	Iteration 30Q: 3 clusters Score -2796819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2796855.750000 Penalty: 4854.356934
	Iteration 31Q: 3 clusters Score -2796856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2796887.250000 Penalty: 4854.356934
	Iteration 32Q: 3 clusters Score -2796887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2796907.750000 Penalty: 4854.356934
	Iteration 33Q: 3 clusters Score -2796908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2796940.000000 Penalty: 4854.356934
	Iteration 34Q: 3 clusters Score -2796940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2796954.750000 Penalty: 4854.356934
	Iteration 35Q: 3 clusters Score -2796955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2796970.750000 Penalty: 4854.356934
	Iteration 36Q: 3 clusters Score -2796971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2796983.250000 Penalty: 4854.356934
	Iteration 37Q: 3 clusters Score -2796983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2797009.750000 Penalty: 4854.356934
	Iteration 38Q: 3 clusters Score -2797010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2797030.500000 Penalty: 4854.356934
	Iteration 39Q: 3 clusters Score -2797030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2797042.000000 Penalty: 4854.356934
	Iteration 40F: 3 clusters Score -2797042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2797050.750000 Penalty: 4854.356934
	Iteration 41Q: 3 clusters Score -2797051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2797056.750000 Penalty: 4854.356934
	Iteration 42Q: 3 clusters Score -2797057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2797061.750000 Penalty: 4854.356934
	Iteration 43Q: 3 clusters Score -2797062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2797069.250000 Penalty: 4854.356934
	Iteration 44Q: 3 clusters Score -2797069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2797080.000000 Penalty: 4854.356934
	Iteration 45Q: 3 clusters Score -2797080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2797088.250000 Penalty: 4854.356934
	Iteration 46Q: 3 clusters Score -2797088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2797095.250000 Penalty: 4854.356934
	Iteration 47Q: 3 clusters Score -2797095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2797106.750000 Penalty: 4854.356934
	Iteration 48Q: 3 clusters Score -2797107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2797118.500000 Penalty: 4854.356934
	Iteration 49Q: 3 clusters Score -2797118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2797135.750000 Penalty: 4854.356934
	Iteration 50Q: 3 clusters Score -2797136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2797137.750000 Penalty: 4854.356934
	Iteration 51Q: 3 clusters Score -2797138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2797147.250000 Penalty: 4854.356934
	Iteration 52Q: 3 clusters Score -2797147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2797151.000000 Penalty: 4854.356934
	Iteration 53Q: 3 clusters Score -2797151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2797160.750000 Penalty: 4854.356934
	Iteration 54Q: 3 clusters Score -2797161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2797166.250000 Penalty: 4854.356934
	Iteration 55Q: 3 clusters Score -2797166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2797175.750000 Penalty: 4854.356934
	Iteration 56Q: 3 clusters Score -2797176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2797178.500000 Penalty: 4854.356934
	Iteration 57Q: 3 clusters Score -2797178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2797178.000000 Penalty: 4854.356934
	Iteration 58Q: 3 clusters Score -2797178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2797181.750000 Penalty: 4854.356934
	Iteration 59Q: 3 clusters Score -2797182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2797185.000000 Penalty: 4854.356934
	Iteration 60F: 3 clusters Score -2797185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2797187.000000 Penalty: 4854.356934
	Iteration 61Q: 3 clusters Score -2797187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2797194.250000 Penalty: 4854.356934
	Iteration 62Q: 3 clusters Score -2797194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2797198.000000 Penalty: 4854.356934
	Iteration 63Q: 3 clusters Score -2797198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2797200.250000 Penalty: 4854.356934
	Iteration 64Q: 3 clusters Score -2797200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2797201.500000 Penalty: 4854.356934
	Iteration 65Q: 3 clusters Score -2797202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2797201.500000 Penalty: 4854.356934
	Iteration 66Q: 3 clusters Score -2797202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2797202.000000 Penalty: 4854.356934
	Iteration 67Q: 3 clusters Score -2797202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2797202.000000 Penalty: 4854.356934
	Iteration 68F: 3 clusters Score -2797202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27610.308594 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27610.31 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 128 members 
Entering Unmasked Estep 
Score: -26564.152344 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26564.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26715.785156 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26715.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26773.164062 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26773.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26796.642578 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26796.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26798.423828 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26798.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26816.312500 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26816.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26816.312500 Penalty: 2726.595459
	Iteration 6F: 3 clusters Score -26816.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1663312.125000 Penalty: 2319.406982
	Iteration 0F: 2 clusters Score -1663312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1654740.750000 Penalty: 4638.813965
	Iteration 0F: 3 clusters Score -1654741 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1657899.625000 Penalty: 4638.813965
	Iteration 1F: 3 clusters Score -1657900 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1658845.250000 Penalty: 4638.813965
	Iteration 2F: 3 clusters Score -1658845 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1659673.000000 Penalty: 4638.813965
	Iteration 3F: 3 clusters Score -1659673 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1660321.750000 Penalty: 4638.813965
	Iteration 4F: 3 clusters Score -1660322 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1660741.625000 Penalty: 4638.813965
	Iteration 5F: 3 clusters Score -1660742 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1661021.750000 Penalty: 4638.813965
	Iteration 6Q: 3 clusters Score -1661022 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1661263.875000 Penalty: 4638.813965
	Iteration 7Q: 3 clusters Score -1661264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1661483.375000 Penalty: 4638.813965
	Iteration 8Q: 3 clusters Score -1661483 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1661711.875000 Penalty: 4638.813965
	Iteration 9Q: 3 clusters Score -1661712 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1661920.250000 Penalty: 4638.813965
	Iteration 10Q: 3 clusters Score -1661920 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1662115.250000 Penalty: 4638.813965
	Iteration 11Q: 3 clusters Score -1662115 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1662284.500000 Penalty: 4638.813965
	Iteration 12Q: 3 clusters Score -1662284 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1662456.500000 Penalty: 4638.813965
	Iteration 13Q: 3 clusters Score -1662456 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1662599.000000 Penalty: 4638.813965
	Iteration 14Q: 3 clusters Score -1662599 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1662692.500000 Penalty: 4638.813965
	Iteration 15Q: 3 clusters Score -1662692 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1662801.750000 Penalty: 4638.813965
	Iteration 16Q: 3 clusters Score -1662802 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1662919.250000 Penalty: 4638.813965
	Iteration 17Q: 3 clusters Score -1662919 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1663088.375000 Penalty: 4638.813965
	Iteration 18Q: 3 clusters Score -1663088 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1663305.500000 Penalty: 4638.813965
	Iteration 19Q: 3 clusters Score -1663306 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1663524.000000 Penalty: 4638.813965
	Iteration 20F: 3 clusters Score -1663524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1663764.375000 Penalty: 4638.813965
	Iteration 21Q: 3 clusters Score -1663764 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1663965.250000 Penalty: 4638.813965
	Iteration 22Q: 3 clusters Score -1663965 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1664138.375000 Penalty: 4638.813965
	Iteration 23Q: 3 clusters Score -1664138 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1664297.250000 Penalty: 4638.813965
	Iteration 24Q: 3 clusters Score -1664297 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1664409.625000 Penalty: 4638.813965
	Iteration 25Q: 3 clusters Score -1664410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1664469.250000 Penalty: 4638.813965
	Iteration 26Q: 3 clusters Score -1664469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1664506.250000 Penalty: 4638.813965
	Iteration 27Q: 3 clusters Score -1664506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1664531.875000 Penalty: 4638.813965
	Iteration 28Q: 3 clusters Score -1664532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1664543.375000 Penalty: 4638.813965
	Iteration 29Q: 3 clusters Score -1664543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1664549.375000 Penalty: 4638.813965
	Iteration 30Q: 3 clusters Score -1664549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1664557.500000 Penalty: 4638.813965
	Iteration 31Q: 3 clusters Score -1664558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1664563.500000 Penalty: 4638.813965
	Iteration 32Q: 3 clusters Score -1664564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1664566.250000 Penalty: 4638.813965
	Iteration 33Q: 3 clusters Score -1664566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1664571.250000 Penalty: 4638.813965
	Iteration 34Q: 3 clusters Score -1664571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1664575.000000 Penalty: 4638.813965
	Iteration 35Q: 3 clusters Score -1664575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1664578.750000 Penalty: 4638.813965
	Iteration 36Q: 3 clusters Score -1664579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1664583.375000 Penalty: 4638.813965
	Iteration 37Q: 3 clusters Score -1664583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1664584.000000 Penalty: 4638.813965
	Iteration 38Q: 3 clusters Score -1664584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1664587.500000 Penalty: 4638.813965
	Iteration 39Q: 3 clusters Score -1664588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1664586.875000 Penalty: 4638.813965
	Iteration 40F: 3 clusters Score -1664587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1664592.750000 Penalty: 4638.813965
	Iteration 41Q: 3 clusters Score -1664593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1664591.000000 Penalty: 4638.813965
	Iteration 42Q: 3 clusters Score -1664591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1664595.250000 Penalty: 4638.813965
	Iteration 43Q: 3 clusters Score -1664595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1664595.250000 Penalty: 4638.813965
	Iteration 44F: 3 clusters Score -1664595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 5881 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 2947 members 
Mstep: Class 40 contains 116977 members 
Mstep: Class 41 contains 191 members 
Mstep: Class 42 contains 11811 members 
Mstep: Class 43 contains 5646 members 
Entering Unmasked Estep 
Score: -120375088.000000 Penalty: 144891.109375
Splitting cluster 33 changes total score from -120370816.000000 to -120375088.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 34 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -31550.205078 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -31550.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30444.281250 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -30444.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30561.900391 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -30561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30608.865234 Penalty: 2736.656494
	Iteration 2F: 3 clusters Score -30608.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30636.488281 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -30636.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30653.974609 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -30653.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30662.300781 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -30662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30662.300781 Penalty: 2736.656494
	Iteration 6F: 3 clusters Score -30662.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Entering Unmasked Estep 
Score: -5237520.000000 Penalty: 2598.381348
	Iteration 0F: 2 clusters Score -5237520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -5213370.000000 Penalty: 5196.762695
	Iteration 0F: 3 clusters Score -5213370 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5222987.000000 Penalty: 5196.762695
	Iteration 1F: 3 clusters Score -5222987 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5223926.000000 Penalty: 5196.762695
	Iteration 2F: 3 clusters Score -5223926 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -5224975.000000 Penalty: 5196.762695
	Iteration 3F: 3 clusters Score -5224975 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5226124.000000 Penalty: 5196.762695
	Iteration 4F: 3 clusters Score -5226124 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5227321.000000 Penalty: 5196.762695
	Iteration 5F: 3 clusters Score -5227321 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5228387.500000 Penalty: 5196.762695
	Iteration 6F: 3 clusters Score -5228388 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5229358.500000 Penalty: 5196.762695
	Iteration 7Q: 3 clusters Score -5229358 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5230195.500000 Penalty: 5196.762695
	Iteration 8Q: 3 clusters Score -5230196 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5230854.000000 Penalty: 5196.762695
	Iteration 9Q: 3 clusters Score -5230854 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5231453.000000 Penalty: 5196.762695
	Iteration 10Q: 3 clusters Score -5231453 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5231979.000000 Penalty: 5196.762695
	Iteration 11Q: 3 clusters Score -5231979 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -5232529.500000 Penalty: 5196.762695
	Iteration 12Q: 3 clusters Score -5232530 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5233053.000000 Penalty: 5196.762695
	Iteration 13Q: 3 clusters Score -5233053 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5233524.000000 Penalty: 5196.762695
	Iteration 14Q: 3 clusters Score -5233524 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5233978.500000 Penalty: 5196.762695
	Iteration 15Q: 3 clusters Score -5233978 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -5234359.000000 Penalty: 5196.762695
	Iteration 16Q: 3 clusters Score -5234359 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5234620.000000 Penalty: 5196.762695
	Iteration 17Q: 3 clusters Score -5234620 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -5234896.000000 Penalty: 5196.762695
	Iteration 18Q: 3 clusters Score -5234896 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5235124.500000 Penalty: 5196.762695
	Iteration 19Q: 3 clusters Score -5235124 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -5235338.000000 Penalty: 5196.762695
	Iteration 20F: 3 clusters Score -5235338 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5235552.000000 Penalty: 5196.762695
	Iteration 21Q: 3 clusters Score -5235552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5235708.000000 Penalty: 5196.762695
	Iteration 22Q: 3 clusters Score -5235708 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -5235874.000000 Penalty: 5196.762695
	Iteration 23Q: 3 clusters Score -5235874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5236013.000000 Penalty: 5196.762695
	Iteration 24Q: 3 clusters Score -5236013 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5236132.500000 Penalty: 5196.762695
	Iteration 25Q: 3 clusters Score -5236132 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5236228.000000 Penalty: 5196.762695
	Iteration 26Q: 3 clusters Score -5236228 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5236310.500000 Penalty: 5196.762695
	Iteration 27Q: 3 clusters Score -5236310 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5236380.000000 Penalty: 5196.762695
	Iteration 28Q: 3 clusters Score -5236380 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5236451.000000 Penalty: 5196.762695
	Iteration 29Q: 3 clusters Score -5236451 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -5236479.500000 Penalty: 5196.762695
	Iteration 30Q: 3 clusters Score -5236480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5236507.000000 Penalty: 5196.762695
	Iteration 31Q: 3 clusters Score -5236507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5236521.000000 Penalty: 5196.762695
	Iteration 32Q: 3 clusters Score -5236521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5236556.000000 Penalty: 5196.762695
	Iteration 33Q: 3 clusters Score -5236556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -5236554.000000 Penalty: 5196.762695
	Iteration 34Q: 3 clusters Score -5236554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5236570.000000 Penalty: 5196.762695
	Iteration 35Q: 3 clusters Score -5236570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5236573.500000 Penalty: 5196.762695
	Iteration 36Q: 3 clusters Score -5236574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -5236582.500000 Penalty: 5196.762695
	Iteration 37Q: 3 clusters Score -5236582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5236574.000000 Penalty: 5196.762695
	Iteration 38Q: 3 clusters Score -5236574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5236591.000000 Penalty: 5196.762695
	Iteration 39Q: 3 clusters Score -5236591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5236598.500000 Penalty: 5196.762695
	Iteration 40F: 3 clusters Score -5236598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5236600.000000 Penalty: 5196.762695
	Iteration 41Q: 3 clusters Score -5236600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5236596.500000 Penalty: 5196.762695
	Iteration 42Q: 3 clusters Score -5236596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5236600.500000 Penalty: 5196.762695
	Iteration 43Q: 3 clusters Score -5236600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5236625.500000 Penalty: 5196.762695
	Iteration 44Q: 3 clusters Score -5236626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5236624.500000 Penalty: 5196.762695
	Iteration 45Q: 3 clusters Score -5236624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -5236620.000000 Penalty: 5196.762695
	Iteration 46Q: 3 clusters Score -5236620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5236607.000000 Penalty: 5196.762695
	Iteration 47Q: 3 clusters Score -5236607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -5236616.500000 Penalty: 5196.762695
	Iteration 48Q: 3 clusters Score -5236616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5236621.000000 Penalty: 5196.762695
	Iteration 49Q: 3 clusters Score -5236621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5236643.000000 Penalty: 5196.762695
	Iteration 50Q: 3 clusters Score -5236643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5236646.000000 Penalty: 5196.762695
	Iteration 51Q: 3 clusters Score -5236646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5236641.000000 Penalty: 5196.762695
	Iteration 52Q: 3 clusters Score -5236641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5236638.500000 Penalty: 5196.762695
	Iteration 53Q: 3 clusters Score -5236638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5236629.500000 Penalty: 5196.762695
	Iteration 54Q: 3 clusters Score -5236630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -5236639.000000 Penalty: 5196.762695
	Iteration 55Q: 3 clusters Score -5236639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5236639.500000 Penalty: 5196.762695
	Iteration 56Q: 3 clusters Score -5236640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5236646.000000 Penalty: 5196.762695
	Iteration 57Q: 3 clusters Score -5236646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -5236652.000000 Penalty: 5196.762695
	Iteration 58Q: 3 clusters Score -5236652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5236649.500000 Penalty: 5196.762695
	Iteration 59Q: 3 clusters Score -5236650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5236643.500000 Penalty: 5196.762695
	Iteration 60F: 3 clusters Score -5236644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5236646.000000 Penalty: 5196.762695
	Iteration 61Q: 3 clusters Score -5236646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5236643.000000 Penalty: 5196.762695
	Iteration 62Q: 3 clusters Score -5236643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5236639.500000 Penalty: 5196.762695
	Iteration 63Q: 3 clusters Score -5236640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -5236639.500000 Penalty: 5196.762695
	Iteration 64Q: 3 clusters Score -5236640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5236635.500000 Penalty: 5196.762695
	Iteration 65Q: 3 clusters Score -5236636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5236635.500000 Penalty: 5196.762695
	Iteration 66F: 3 clusters Score -5236636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Entering Unmasked Estep 
Score: -3226862.000000 Penalty: 2463.744385
	Iteration 0F: 2 clusters Score -3226862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3212341.500000 Penalty: 4927.488770
	Iteration 0F: 3 clusters Score -3212342 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3217416.250000 Penalty: 4927.488770
	Iteration 1F: 3 clusters Score -3217416 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3217872.500000 Penalty: 4927.488770
	Iteration 2F: 3 clusters Score -3217872 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3218258.250000 Penalty: 4927.488770
	Iteration 3Q: 3 clusters Score -3218258 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3218642.750000 Penalty: 4927.488770
	Iteration 4Q: 3 clusters Score -3218643 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3218996.500000 Penalty: 4927.488770
	Iteration 5Q: 3 clusters Score -3218996 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3219313.500000 Penalty: 4927.488770
	Iteration 6Q: 3 clusters Score -3219314 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3219618.750000 Penalty: 4927.488770
	Iteration 7Q: 3 clusters Score -3219619 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3219969.500000 Penalty: 4927.488770
	Iteration 8Q: 3 clusters Score -3219970 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3220359.250000 Penalty: 4927.488770
	Iteration 9Q: 3 clusters Score -3220359 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3220824.000000 Penalty: 4927.488770
	Iteration 10Q: 3 clusters Score -3220824 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3221335.750000 Penalty: 4927.488770
	Iteration 11Q: 3 clusters Score -3221336 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3221894.500000 Penalty: 4927.488770
	Iteration 12Q: 3 clusters Score -3221894 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3222385.000000 Penalty: 4927.488770
	Iteration 13Q: 3 clusters Score -3222385 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3222783.000000 Penalty: 4927.488770
	Iteration 14Q: 3 clusters Score -3222783 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3223091.500000 Penalty: 4927.488770
	Iteration 15Q: 3 clusters Score -3223092 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3223363.750000 Penalty: 4927.488770
	Iteration 16Q: 3 clusters Score -3223364 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3223623.000000 Penalty: 4927.488770
	Iteration 17Q: 3 clusters Score -3223623 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3223828.000000 Penalty: 4927.488770
	Iteration 18Q: 3 clusters Score -3223828 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3224015.750000 Penalty: 4927.488770
	Iteration 19Q: 3 clusters Score -3224016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3224202.250000 Penalty: 4927.488770
	Iteration 20F: 3 clusters Score -3224202 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3224325.250000 Penalty: 4927.488770
	Iteration 21Q: 3 clusters Score -3224325 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3224419.000000 Penalty: 4927.488770
	Iteration 22Q: 3 clusters Score -3224419 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3224506.500000 Penalty: 4927.488770
	Iteration 23Q: 3 clusters Score -3224506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3224592.500000 Penalty: 4927.488770
	Iteration 24Q: 3 clusters Score -3224592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3224658.750000 Penalty: 4927.488770
	Iteration 25Q: 3 clusters Score -3224659 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3224701.500000 Penalty: 4927.488770
	Iteration 26Q: 3 clusters Score -3224702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3224769.000000 Penalty: 4927.488770
	Iteration 27Q: 3 clusters Score -3224769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3224799.750000 Penalty: 4927.488770
	Iteration 28Q: 3 clusters Score -3224800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3224845.250000 Penalty: 4927.488770
	Iteration 29Q: 3 clusters Score -3224845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3224862.250000 Penalty: 4927.488770
	Iteration 30Q: 3 clusters Score -3224862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3224881.000000 Penalty: 4927.488770
	Iteration 31Q: 3 clusters Score -3224881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3224906.500000 Penalty: 4927.488770
	Iteration 32Q: 3 clusters Score -3224906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3224916.250000 Penalty: 4927.488770
	Iteration 33Q: 3 clusters Score -3224916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3224921.000000 Penalty: 4927.488770
	Iteration 34Q: 3 clusters Score -3224921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3224921.000000 Penalty: 4927.488770
	Iteration 35Q: 3 clusters Score -3224921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3224928.750000 Penalty: 4927.488770
	Iteration 36Q: 3 clusters Score -3224929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3224933.250000 Penalty: 4927.488770
	Iteration 37Q: 3 clusters Score -3224933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3224938.250000 Penalty: 4927.488770
	Iteration 38Q: 3 clusters Score -3224938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3224947.000000 Penalty: 4927.488770
	Iteration 39Q: 3 clusters Score -3224947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3224948.250000 Penalty: 4927.488770
	Iteration 40F: 3 clusters Score -3224948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3224955.000000 Penalty: 4927.488770
	Iteration 41Q: 3 clusters Score -3224955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3224962.500000 Penalty: 4927.488770
	Iteration 42Q: 3 clusters Score -3224962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3224976.500000 Penalty: 4927.488770
	Iteration 43Q: 3 clusters Score -3224976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3224964.250000 Penalty: 4927.488770
	Iteration 44Q: 3 clusters Score -3224964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3224973.000000 Penalty: 4927.488770
	Iteration 45Q: 3 clusters Score -3224973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3224978.500000 Penalty: 4927.488770
	Iteration 46Q: 3 clusters Score -3224978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3224981.000000 Penalty: 4927.488770
	Iteration 47Q: 3 clusters Score -3224981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3224987.250000 Penalty: 4927.488770
	Iteration 48Q: 3 clusters Score -3224987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3225000.000000 Penalty: 4927.488770
	Iteration 49Q: 3 clusters Score -3225000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3225008.250000 Penalty: 4927.488770
	Iteration 50Q: 3 clusters Score -3225008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3225004.750000 Penalty: 4927.488770
	Iteration 51Q: 3 clusters Score -3225005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3225011.500000 Penalty: 4927.488770
	Iteration 52Q: 3 clusters Score -3225012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3225013.750000 Penalty: 4927.488770
	Iteration 53Q: 3 clusters Score -3225014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3225015.250000 Penalty: 4927.488770
	Iteration 54Q: 3 clusters Score -3225015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3225019.250000 Penalty: 4927.488770
	Iteration 55Q: 3 clusters Score -3225019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3225018.000000 Penalty: 4927.488770
	Iteration 56Q: 3 clusters Score -3225018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3225020.250000 Penalty: 4927.488770
	Iteration 57Q: 3 clusters Score -3225020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3225022.500000 Penalty: 4927.488770
	Iteration 58Q: 3 clusters Score -3225022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3225023.000000 Penalty: 4927.488770
	Iteration 59Q: 3 clusters Score -3225023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3225023.750000 Penalty: 4927.488770
	Iteration 60F: 3 clusters Score -3225024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3225019.750000 Penalty: 4927.488770
	Iteration 61Q: 3 clusters Score -3225020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3225021.500000 Penalty: 4927.488770
	Iteration 62Q: 3 clusters Score -3225022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3225022.250000 Penalty: 4927.488770
	Iteration 63Q: 3 clusters Score -3225022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3225024.250000 Penalty: 4927.488770
	Iteration 64Q: 3 clusters Score -3225024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3225021.500000 Penalty: 4927.488770
	Iteration 65Q: 3 clusters Score -3225022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3225021.500000 Penalty: 4927.488770
	Iteration 66F: 3 clusters Score -3225022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (34711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Entering Unmasked Estep 
Score: -5400372.500000 Penalty: 2592.793457
	Iteration 0F: 2 clusters Score -5400372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -5376573.000000 Penalty: 5185.586914
	Iteration 0F: 3 clusters Score -5376573 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5385306.500000 Penalty: 5185.586914
	Iteration 1F: 3 clusters Score -5385306 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -5385977.000000 Penalty: 5185.586914
	Iteration 2Q: 3 clusters Score -5385977 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -5386592.500000 Penalty: 5185.586914
	Iteration 3Q: 3 clusters Score -5386592 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5387334.500000 Penalty: 5185.586914
	Iteration 4Q: 3 clusters Score -5387334 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5388186.500000 Penalty: 5185.586914
	Iteration 5Q: 3 clusters Score -5388186 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5389293 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5390508 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5391550.500000 Penalty: 5185.586914
	Iteration 8F: 3 clusters Score -5391550 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -5392521.000000 Penalty: 5185.586914
	Iteration 9F: 3 clusters Score -5392521 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5393310 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5393841 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5394128.500000 Penalty: 5185.586914
	Iteration 12Q: 3 clusters Score -5394128 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5394345.500000 Penalty: 5185.586914
	Iteration 13Q: 3 clusters Score -5394346 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5394561.500000 Penalty: 5185.586914
	Iteration 14Q: 3 clusters Score -5394562 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5394751.500000 Penalty: 5185.586914
	Iteration 15Q: 3 clusters Score -5394752 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5394882 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -5395023.000000 Penalty: 5185.586914
	Iteration 17Q: 3 clusters Score -5395023 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5395093 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5395188 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5395280.000000 Penalty: 5185.586914
	Iteration 20F: 3 clusters Score -5395280 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -5395374.500000 Penalty: 5185.586914
	Iteration 21Q: 3 clusters Score -5395374 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -5395505.000000 Penalty: 5185.586914
	Iteration 22Q: 3 clusters Score -5395505 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5395670.500000 Penalty: 5185.586914
	Iteration 23Q: 3 clusters Score -5395670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5395801.000000 Penalty: 5185.586914
	Iteration 24Q: 3 clusters Score -5395801 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5395939.000000 Penalty: 5185.586914
	Iteration 25Q: 3 clusters Score -5395939 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5396097.000000 Penalty: 5185.586914
	Iteration 26Q: 3 clusters Score -5396097 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5396212.000000 Penalty: 5185.586914
	Iteration 27Q: 3 clusters Score -5396212 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5396329.500000 Penalty: 5185.586914
	Iteration 28Q: 3 clusters Score -5396330 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5396427.000000 Penalty: 5185.586914
	Iteration 29Q: 3 clusters Score -5396427 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5396511.500000 Penalty: 5185.586914
	Iteration 30Q: 3 clusters Score -5396512 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -5396641.000000 Penalty: 5185.586914
	Iteration 31Q: 3 clusters Score -5396641 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -5396727.500000 Penalty: 5185.586914
	Iteration 32Q: 3 clusters Score -5396728 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -5396828.500000 Penalty: 5185.586914
	Iteration 33Q: 3 clusters Score -5396828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5396977.000000 Penalty: 5185.586914
	Iteration 34Q: 3 clusters Score -5396977 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -5397047.500000 Penalty: 5185.586914
	Iteration 35Q: 3 clusters Score -5397048 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5397190.000000 Penalty: 5185.586914
	Iteration 36Q: 3 clusters Score -5397190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -5397313.000000 Penalty: 5185.586914
	Iteration 37Q: 3 clusters Score -5397313 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -5397388.000000 Penalty: 5185.586914
	Iteration 38Q: 3 clusters Score -5397388 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5397516.500000 Penalty: 5185.586914
	Iteration 39Q: 3 clusters Score -5397516 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5397622.500000 Penalty: 5185.586914
	Iteration 40F: 3 clusters Score -5397622 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5397709.000000 Penalty: 5185.586914
	Iteration 41Q: 3 clusters Score -5397709 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5397789.500000 Penalty: 5185.586914
	Iteration 42Q: 3 clusters Score -5397790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5397890.000000 Penalty: 5185.586914
	Iteration 43Q: 3 clusters Score -5397890 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5397959.500000 Penalty: 5185.586914
	Iteration 44Q: 3 clusters Score -5397960 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -5398075.500000 Penalty: 5185.586914
	Iteration 45Q: 3 clusters Score -5398076 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5398155.500000 Penalty: 5185.586914
	Iteration 46Q: 3 clusters Score -5398156 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -5398246.000000 Penalty: 5185.586914
	Iteration 47Q: 3 clusters Score -5398246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5398312.500000 Penalty: 5185.586914
	Iteration 48Q: 3 clusters Score -5398312 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -5398400.000000 Penalty: 5185.586914
	Iteration 49Q: 3 clusters Score -5398400 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5398475.000000 Penalty: 5185.586914
	Iteration 50Q: 3 clusters Score -5398475 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5398543.500000 Penalty: 5185.586914
	Iteration 51Q: 3 clusters Score -5398544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5398568.500000 Penalty: 5185.586914
	Iteration 52Q: 3 clusters Score -5398568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5398609.000000 Penalty: 5185.586914
	Iteration 53Q: 3 clusters Score -5398609 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5398634.000000 Penalty: 5185.586914
	Iteration 54Q: 3 clusters Score -5398634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5398670.500000 Penalty: 5185.586914
	Iteration 55Q: 3 clusters Score -5398670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5398698.500000 Penalty: 5185.586914
	Iteration 56Q: 3 clusters Score -5398698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5398732.500000 Penalty: 5185.586914
	Iteration 57Q: 3 clusters Score -5398732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5398747.000000 Penalty: 5185.586914
	Iteration 58Q: 3 clusters Score -5398747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5398756.000000 Penalty: 5185.586914
	Iteration 59Q: 3 clusters Score -5398756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5398785.500000 Penalty: 5185.586914
	Iteration 60F: 3 clusters Score -5398786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5398773.000000 Penalty: 5185.586914
	Iteration 61Q: 3 clusters Score -5398773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5398787.500000 Penalty: 5185.586914
	Iteration 62Q: 3 clusters Score -5398788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5398795.000000 Penalty: 5185.586914
	Iteration 63Q: 3 clusters Score -5398795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5398809.500000 Penalty: 5185.586914
	Iteration 64Q: 3 clusters Score -5398810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5398818.000000 Penalty: 5185.586914
	Iteration 65Q: 3 clusters Score -5398818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5398806.000000 Penalty: 5185.586914
	Iteration 66Q: 3 clusters Score -5398806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5398823.000000 Penalty: 5185.586914
	Iteration 67Q: 3 clusters Score -5398823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5398827.000000 Penalty: 5185.586914
	Iteration 68Q: 3 clusters Score -5398827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5398830.000000 Penalty: 5185.586914
	Iteration 69Q: 3 clusters Score -5398830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5398839.000000 Penalty: 5185.586914
	Iteration 70Q: 3 clusters Score -5398839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5398840.000000 Penalty: 5185.586914
	Iteration 71Q: 3 clusters Score -5398840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5398847.500000 Penalty: 5185.586914
	Iteration 72Q: 3 clusters Score -5398848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5398853.500000 Penalty: 5185.586914
	Iteration 73Q: 3 clusters Score -5398854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5398858.500000 Penalty: 5185.586914
	Iteration 74Q: 3 clusters Score -5398858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5398861.500000 Penalty: 5185.586914
	Iteration 75Q: 3 clusters Score -5398862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5398855.000000 Penalty: 5185.586914
	Iteration 76Q: 3 clusters Score -5398855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5398853.000000 Penalty: 5185.586914
	Iteration 77Q: 3 clusters Score -5398853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5398859.000000 Penalty: 5185.586914
	Iteration 78Q: 3 clusters Score -5398859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5398858.000000 Penalty: 5185.586914
	Iteration 79Q: 3 clusters Score -5398858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5398859.500000 Penalty: 5185.586914
	Iteration 80F: 3 clusters Score -5398860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5398860.500000 Penalty: 5185.586914
	Iteration 81Q: 3 clusters Score -5398860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5398858.500000 Penalty: 5185.586914
	Iteration 82Q: 3 clusters Score -5398858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5398857.000000 Penalty: 5185.586914
	Iteration 83Q: 3 clusters Score -5398857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5398853.000000 Penalty: 5185.586914
	Iteration 84Q: 3 clusters Score -5398853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5398856.000000 Penalty: 5185.586914
	Iteration 85Q: 3 clusters Score -5398856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5398857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5398853.000000 Penalty: 5185.586914
	Iteration 87Q: 3 clusters Score -5398853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5398854.000000 Penalty: 5185.586914
	Iteration 88Q: 3 clusters Score -5398854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5398854.000000 Penalty: 5185.586914
	Iteration 89F: 3 clusters Score -5398854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 65069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66389 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 23761 members 
Mstep: Class 8 contains 101300 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 13455 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 54954 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 18813 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 29078 members 
Mstep: Class 27 contains 1445 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 543 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 17801 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 5881 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 35502 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 34711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379792.000000 Penalty: 144891.109375
Iteration 79Q: 44 clusters Score -1.203798e+08 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 65299 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66469 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 23834 members 
Mstep: Class 8 contains 101193 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 16436 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 54896 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 10321 members 
Mstep: Class 20 contains 52183 members 
Mstep: Class 21 contains 18829 members 
Mstep: Class 22 contains 12080 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 29015 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 13073 members 
Mstep: Class 29 contains 767 members 
Mstep: Class 30 contains 6133 members 
Mstep: Class 31 contains 17985 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 6325 members 
Mstep: Class 34 contains 246 members 
Mstep: Class 35 contains 35342 members 
Mstep: Class 36 contains 20597 members 
Mstep: Class 37 contains 34606 members 
Mstep: Class 38 contains 1100 members 
Mstep: Class 39 contains 2801 members 
Mstep: Class 40 contains 116060 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 10867 members 
Mstep: Class 43 contains 5277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120385640.000000 Penalty: 144891.109375
Iteration 80F: 44 clusters Score -1.203856e+08 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 65121 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 66182 members 
Mstep: Class 6 contains 2688 members 
Mstep: Class 7 contains 23383 members 
Mstep: Class 8 contains 100538 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 13394 members 
Mstep: Class 11 contains 16444 members 
Mstep: Class 12 contains 8631 members 
Mstep: Class 13 contains 54626 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 6610 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 52141 members 
Mstep: Class 21 contains 18785 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 6727 members 
Mstep: Class 24 contains 2656 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 28848 members 
Mstep: Class 27 contains 1437 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 860 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 17900 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 6613 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 34801 members 
Mstep: Class 36 contains 20553 members 
Mstep: Class 37 contains 34333 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 3613 members 
Mstep: Class 40 contains 116522 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 11788 members 
Mstep: Class 43 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388120.000000 Penalty: 144891.109375
Iteration 81Q: 44 clusters Score -1.203881e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 64980 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65948 members 
Mstep: Class 6 contains 2723 members 
Mstep: Class 7 contains 23020 members 
Mstep: Class 8 contains 100171 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 16415 members 
Mstep: Class 12 contains 8771 members 
Mstep: Class 13 contains 54398 members 
Mstep: Class 14 contains 10386 members 
Mstep: Class 15 contains 6647 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 7842 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 10207 members 
Mstep: Class 20 contains 52076 members 
Mstep: Class 21 contains 18769 members 
Mstep: Class 22 contains 11888 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 28697 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 12781 members 
Mstep: Class 29 contains 911 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 6891 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 34400 members 
Mstep: Class 36 contains 20528 members 
Mstep: Class 37 contains 34133 members 
Mstep: Class 38 contains 1192 members 
Mstep: Class 39 contains 4242 members 
Mstep: Class 40 contains 116757 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 12409 members 
Mstep: Class 43 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390344.000000 Penalty: 144891.109375
Iteration 82Q: 44 clusters Score -1.203903e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 64840 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65796 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 22691 members 
Mstep: Class 8 contains 99932 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 11 contains 16356 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 54228 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 7765 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 52027 members 
Mstep: Class 21 contains 18769 members 
Mstep: Class 22 contains 11817 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 28580 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 12756 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 6843 members 
Mstep: Class 31 contains 17793 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 7116 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 34056 members 
Mstep: Class 36 contains 20522 members 
Mstep: Class 37 contains 33982 members 
Mstep: Class 38 contains 1198 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 116954 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 12931 members 
Mstep: Class 43 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391080.000000 Penalty: 144891.109375
Iteration 83Q: 44 clusters Score -1.203911e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 64733 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65674 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 22414 members 
Mstep: Class 8 contains 99815 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 13108 members 
Mstep: Class 11 contains 16270 members 
Mstep: Class 12 contains 8963 members 
Mstep: Class 13 contains 54117 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 7719 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 10197 members 
Mstep: Class 20 contains 51993 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6708 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 28492 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 12739 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 6983 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 7271 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 33778 members 
Mstep: Class 36 contains 20525 members 
Mstep: Class 37 contains 33870 members 
Mstep: Class 38 contains 1199 members 
Mstep: Class 39 contains 5083 members 
Mstep: Class 40 contains 117088 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 13309 members 
Mstep: Class 43 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391616.000000 Penalty: 144891.109375
Iteration 84Q: 44 clusters Score -1.203916e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 64644 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65588 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 22156 members 
Mstep: Class 8 contains 99762 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 13072 members 
Mstep: Class 11 contains 16190 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 54032 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 10190 members 
Mstep: Class 20 contains 51967 members 
Mstep: Class 21 contains 18798 members 
Mstep: Class 22 contains 11707 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 28422 members 
Mstep: Class 27 contains 1424 members 
Mstep: Class 28 contains 12740 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 7085 members 
Mstep: Class 31 contains 17718 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 7380 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 33544 members 
Mstep: Class 36 contains 20540 members 
Mstep: Class 37 contains 33785 members 
Mstep: Class 38 contains 1199 members 
Mstep: Class 39 contains 5349 members 
Mstep: Class 40 contains 117173 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 13592 members 
Mstep: Class 43 contains 6981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392184.000000 Penalty: 144891.109375
Iteration 85Q: 44 clusters Score -1.203922e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 64562 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65508 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 21951 members 
Mstep: Class 8 contains 99732 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 13028 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 53983 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 10202 members 
Mstep: Class 20 contains 51936 members 
Mstep: Class 21 contains 18820 members 
Mstep: Class 22 contains 11673 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 2896 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 28378 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 12747 members 
Mstep: Class 29 contains 1007 members 
Mstep: Class 30 contains 7157 members 
Mstep: Class 31 contains 17697 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 7502 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 33308 members 
Mstep: Class 36 contains 20551 members 
Mstep: Class 37 contains 33699 members 
Mstep: Class 38 contains 1204 members 
Mstep: Class 39 contains 5563 members 
Mstep: Class 40 contains 117254 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 13828 members 
Mstep: Class 43 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392248.000000 Penalty: 144891.109375
Iteration 86Q: 44 clusters Score -1.203922e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 64494 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65452 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 21789 members 
Mstep: Class 8 contains 99722 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 12994 members 
Mstep: Class 11 contains 16009 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 53932 members 
Mstep: Class 14 contains 10344 members 
Mstep: Class 15 contains 6810 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 51923 members 
Mstep: Class 21 contains 18832 members 
Mstep: Class 22 contains 11656 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 28348 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 7240 members 
Mstep: Class 31 contains 17669 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 7620 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 33102 members 
Mstep: Class 36 contains 20557 members 
Mstep: Class 37 contains 33638 members 
Mstep: Class 38 contains 1206 members 
Mstep: Class 39 contains 5724 members 
Mstep: Class 40 contains 117320 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 13998 members 
Mstep: Class 43 contains 7142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392624.000000 Penalty: 144891.109375
Iteration 87Q: 44 clusters Score -1.203926e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 64423 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65404 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 21667 members 
Mstep: Class 8 contains 99759 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 11 contains 15908 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 53883 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 6820 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 51901 members 
Mstep: Class 21 contains 18851 members 
Mstep: Class 22 contains 11646 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 28331 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 1029 members 
Mstep: Class 30 contains 7301 members 
Mstep: Class 31 contains 17649 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 7737 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32921 members 
Mstep: Class 36 contains 20555 members 
Mstep: Class 37 contains 33568 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 5861 members 
Mstep: Class 40 contains 117366 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 14154 members 
Mstep: Class 43 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392520.000000 Penalty: 144891.109375
Iteration 88Q: 44 clusters Score -1.203925e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 64377 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65359 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 21579 members 
Mstep: Class 8 contains 99781 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 15820 members 
Mstep: Class 12 contains 9235 members 
Mstep: Class 13 contains 53849 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 6827 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 51880 members 
Mstep: Class 21 contains 18867 members 
Mstep: Class 22 contains 11629 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 3012 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 28335 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 12823 members 
Mstep: Class 29 contains 1042 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 17645 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 7802 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32761 members 
Mstep: Class 36 contains 20561 members 
Mstep: Class 37 contains 33528 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 5958 members 
Mstep: Class 40 contains 117401 members 
Mstep: Class 41 contains 189 members 
Mstep: Class 42 contains 14254 members 
Mstep: Class 43 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392488.000000 Penalty: 144891.109375
Iteration 89Q: 44 clusters Score -1.203925e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 64341 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65314 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 99788 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 12868 members 
Mstep: Class 11 contains 15742 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 13 contains 53813 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 6828 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 51856 members 
Mstep: Class 21 contains 18888 members 
Mstep: Class 22 contains 11614 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 28334 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 12848 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 7410 members 
Mstep: Class 31 contains 17627 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 7877 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32608 members 
Mstep: Class 36 contains 20568 members 
Mstep: Class 37 contains 33492 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 6037 members 
Mstep: Class 40 contains 117442 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 14333 members 
Mstep: Class 43 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392760.000000 Penalty: 144891.109375
Iteration 90Q: 44 clusters Score -1.203928e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 64313 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65255 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 21434 members 
Mstep: Class 8 contains 99807 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 15660 members 
Mstep: Class 12 contains 9332 members 
Mstep: Class 13 contains 53792 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 10272 members 
Mstep: Class 20 contains 51841 members 
Mstep: Class 21 contains 18908 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28326 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 12864 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 7436 members 
Mstep: Class 31 contains 17614 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32502 members 
Mstep: Class 36 contains 20573 members 
Mstep: Class 37 contains 33466 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 6108 members 
Mstep: Class 40 contains 117466 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 14395 members 
Mstep: Class 43 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393024.000000 Penalty: 144891.109375
Iteration 91Q: 44 clusters Score -1.20393e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 64288 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65216 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 21373 members 
Mstep: Class 8 contains 99833 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12795 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 53772 members 
Mstep: Class 14 contains 10346 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 10278 members 
Mstep: Class 20 contains 51819 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28316 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 12884 members 
Mstep: Class 29 contains 1065 members 
Mstep: Class 30 contains 7459 members 
Mstep: Class 31 contains 17605 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 7970 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32426 members 
Mstep: Class 36 contains 20576 members 
Mstep: Class 37 contains 33444 members 
Mstep: Class 38 contains 1205 members 
Mstep: Class 39 contains 6181 members 
Mstep: Class 40 contains 117484 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 14446 members 
Mstep: Class 43 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393296.000000 Penalty: 144891.109375
Iteration 92Q: 44 clusters Score -1.203933e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 64270 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65192 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 99854 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 53759 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 7522 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 51801 members 
Mstep: Class 21 contains 18926 members 
Mstep: Class 22 contains 11569 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28302 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 12897 members 
Mstep: Class 29 contains 1071 members 
Mstep: Class 30 contains 7489 members 
Mstep: Class 31 contains 17597 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8003 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32383 members 
Mstep: Class 36 contains 20571 members 
Mstep: Class 37 contains 33424 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 6235 members 
Mstep: Class 40 contains 117508 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 14474 members 
Mstep: Class 43 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393416.000000 Penalty: 144891.109375
Iteration 93Q: 44 clusters Score -1.203934e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 64240 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65167 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 99878 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 15444 members 
Mstep: Class 12 contains 9388 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 10355 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 10265 members 
Mstep: Class 20 contains 51782 members 
Mstep: Class 21 contains 18931 members 
Mstep: Class 22 contains 11558 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 3239 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28301 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 12916 members 
Mstep: Class 29 contains 1077 members 
Mstep: Class 30 contains 7519 members 
Mstep: Class 31 contains 17585 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8053 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32336 members 
Mstep: Class 36 contains 20569 members 
Mstep: Class 37 contains 33410 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 6282 members 
Mstep: Class 40 contains 117541 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 14505 members 
Mstep: Class 43 contains 7371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393360.000000 Penalty: 144891.109375
Iteration 94Q: 44 clusters Score -1.203934e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 64224 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65142 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 21229 members 
Mstep: Class 8 contains 99906 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 15367 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 51773 members 
Mstep: Class 21 contains 18938 members 
Mstep: Class 22 contains 11547 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28296 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 12935 members 
Mstep: Class 29 contains 1084 members 
Mstep: Class 30 contains 7539 members 
Mstep: Class 31 contains 17563 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32295 members 
Mstep: Class 36 contains 20566 members 
Mstep: Class 37 contains 33389 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 6330 members 
Mstep: Class 40 contains 117576 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 14516 members 
Mstep: Class 43 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393536.000000 Penalty: 144891.109375
Iteration 95Q: 44 clusters Score -1.203935e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 64203 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65114 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 99954 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 15280 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 51761 members 
Mstep: Class 21 contains 18953 members 
Mstep: Class 22 contains 11537 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28293 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 12952 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 7559 members 
Mstep: Class 31 contains 17548 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8130 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32249 members 
Mstep: Class 36 contains 20562 members 
Mstep: Class 37 contains 33372 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 117605 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 14527 members 
Mstep: Class 43 contains 7431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393552.000000 Penalty: 144891.109375
Iteration 96Q: 44 clusters Score -1.203936e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 64171 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65097 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 21143 members 
Mstep: Class 8 contains 100009 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 15201 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10269 members 
Mstep: Class 20 contains 51754 members 
Mstep: Class 21 contains 18964 members 
Mstep: Class 22 contains 11531 members 
Mstep: Class 23 contains 6650 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28294 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 12978 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 7580 members 
Mstep: Class 31 contains 17541 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8165 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32190 members 
Mstep: Class 36 contains 20561 members 
Mstep: Class 37 contains 33351 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 117616 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 14542 members 
Mstep: Class 43 contains 7437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393584.000000 Penalty: 144891.109375
Iteration 97Q: 44 clusters Score -1.203936e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 64154 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65080 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 21112 members 
Mstep: Class 8 contains 100059 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12644 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 10370 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10271 members 
Mstep: Class 20 contains 51742 members 
Mstep: Class 21 contains 18976 members 
Mstep: Class 22 contains 11519 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28284 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 12997 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 7601 members 
Mstep: Class 31 contains 17533 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8199 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32152 members 
Mstep: Class 36 contains 20563 members 
Mstep: Class 37 contains 33334 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6421 members 
Mstep: Class 40 contains 117627 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 14564 members 
Mstep: Class 43 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393424.000000 Penalty: 144891.109375
Iteration 98Q: 44 clusters Score -1.203934e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 64131 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65060 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 21079 members 
Mstep: Class 8 contains 100106 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 10380 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 51737 members 
Mstep: Class 21 contains 18982 members 
Mstep: Class 22 contains 11507 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 3446 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28276 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1105 members 
Mstep: Class 30 contains 7634 members 
Mstep: Class 31 contains 17522 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8234 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32101 members 
Mstep: Class 36 contains 20561 members 
Mstep: Class 37 contains 33309 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6445 members 
Mstep: Class 40 contains 117638 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 14587 members 
Mstep: Class 43 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393560.000000 Penalty: 144891.109375
Iteration 99Q: 44 clusters Score -1.203936e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 64111 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65046 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 21056 members 
Mstep: Class 8 contains 100156 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 14952 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 53729 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 51734 members 
Mstep: Class 21 contains 18992 members 
Mstep: Class 22 contains 11493 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28270 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13034 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 7651 members 
Mstep: Class 31 contains 17513 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8274 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 32046 members 
Mstep: Class 36 contains 20564 members 
Mstep: Class 37 contains 33291 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6472 members 
Mstep: Class 40 contains 117644 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 14622 members 
Mstep: Class 43 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393856.000000 Penalty: 144891.109375
Iteration 100F: 44 clusters Score -1.203939e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 64091 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65029 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 100213 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12602 members 
Mstep: Class 11 contains 14875 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 51734 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 11473 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 3558 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28267 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 13039 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 7669 members 
Mstep: Class 31 contains 17507 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8317 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31984 members 
Mstep: Class 36 contains 20563 members 
Mstep: Class 37 contains 33272 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6572 members 
Mstep: Class 40 contains 117653 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14636 members 
Mstep: Class 43 contains 7431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393736.000000 Penalty: 144891.109375
Iteration 101Q: 44 clusters Score -1.203937e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 64082 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 65000 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 100270 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 12577 members 
Mstep: Class 11 contains 14795 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 53732 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 6845 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 51727 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 11460 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 3601 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28261 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13063 members 
Mstep: Class 29 contains 1116 members 
Mstep: Class 30 contains 7684 members 
Mstep: Class 31 contains 17501 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8356 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31924 members 
Mstep: Class 36 contains 20562 members 
Mstep: Class 37 contains 33259 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 6682 members 
Mstep: Class 40 contains 117656 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14648 members 
Mstep: Class 43 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393888.000000 Penalty: 144891.109375
Iteration 102Q: 44 clusters Score -1.203939e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 64070 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64980 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 100324 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 53731 members 
Mstep: Class 14 contains 10397 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 51722 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28254 members 
Mstep: Class 27 contains 1422 members 
Mstep: Class 28 contains 13069 members 
Mstep: Class 29 contains 1120 members 
Mstep: Class 30 contains 7695 members 
Mstep: Class 31 contains 17499 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8409 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31867 members 
Mstep: Class 36 contains 20559 members 
Mstep: Class 37 contains 33249 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 6787 members 
Mstep: Class 40 contains 117661 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14641 members 
Mstep: Class 43 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393912.000000 Penalty: 144891.109375
Iteration 103Q: 44 clusters Score -1.203939e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 64050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64962 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 20834 members 
Mstep: Class 8 contains 100370 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 12522 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 53725 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 7330 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 51716 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11444 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28245 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13073 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 7695 members 
Mstep: Class 31 contains 17494 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31800 members 
Mstep: Class 36 contains 20557 members 
Mstep: Class 37 contains 33226 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 6907 members 
Mstep: Class 40 contains 117669 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14660 members 
Mstep: Class 43 contains 7413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394296.000000 Penalty: 144891.109375
Iteration 104Q: 44 clusters Score -1.203943e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 64045 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64932 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20803 members 
Mstep: Class 8 contains 100395 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 12502 members 
Mstep: Class 11 contains 14605 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 10409 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10236 members 
Mstep: Class 20 contains 51704 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 22 contains 11436 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 3702 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28238 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13068 members 
Mstep: Class 29 contains 1131 members 
Mstep: Class 30 contains 7707 members 
Mstep: Class 31 contains 17480 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8542 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31738 members 
Mstep: Class 36 contains 20556 members 
Mstep: Class 37 contains 33218 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 7028 members 
Mstep: Class 40 contains 117676 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14652 members 
Mstep: Class 43 contains 7418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394184.000000 Penalty: 144891.109375
Iteration 105Q: 44 clusters Score -1.203942e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 64052 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64918 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20773 members 
Mstep: Class 8 contains 100391 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 12473 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 9415 members 
Mstep: Class 13 contains 53726 members 
Mstep: Class 14 contains 10416 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7259 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 51694 members 
Mstep: Class 21 contains 19052 members 
Mstep: Class 22 contains 11423 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28229 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13074 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7723 members 
Mstep: Class 31 contains 17470 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8592 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31680 members 
Mstep: Class 36 contains 20557 members 
Mstep: Class 37 contains 33214 members 
Mstep: Class 38 contains 1202 members 
Mstep: Class 39 contains 7123 members 
Mstep: Class 40 contains 117678 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14661 members 
Mstep: Class 43 contains 7432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394312.000000 Penalty: 144891.109375
Iteration 106Q: 44 clusters Score -1.203943e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 64054 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64914 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 20729 members 
Mstep: Class 8 contains 100417 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12449 members 
Mstep: Class 11 contains 14510 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 53717 members 
Mstep: Class 14 contains 10417 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 51679 members 
Mstep: Class 21 contains 19063 members 
Mstep: Class 22 contains 11416 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13080 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7725 members 
Mstep: Class 31 contains 17469 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8659 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31635 members 
Mstep: Class 36 contains 20556 members 
Mstep: Class 37 contains 33205 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 7215 members 
Mstep: Class 40 contains 117658 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14647 members 
Mstep: Class 43 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394904.000000 Penalty: 144891.109375
Iteration 107Q: 44 clusters Score -1.203949e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 64057 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64901 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 20700 members 
Mstep: Class 8 contains 100430 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12425 members 
Mstep: Class 11 contains 14470 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 13 contains 53703 members 
Mstep: Class 14 contains 10421 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 51668 members 
Mstep: Class 21 contains 19072 members 
Mstep: Class 22 contains 11408 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28221 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 13082 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7733 members 
Mstep: Class 31 contains 17466 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8709 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31561 members 
Mstep: Class 36 contains 20563 members 
Mstep: Class 37 contains 33202 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 7308 members 
Mstep: Class 40 contains 117660 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14640 members 
Mstep: Class 43 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395048.000000 Penalty: 144891.109375
Iteration 108Q: 44 clusters Score -1.20395e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 64070 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64888 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 20676 members 
Mstep: Class 8 contains 100451 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12405 members 
Mstep: Class 11 contains 14422 members 
Mstep: Class 12 contains 9440 members 
Mstep: Class 13 contains 53706 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 51658 members 
Mstep: Class 21 contains 19081 members 
Mstep: Class 22 contains 11406 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28218 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 13089 members 
Mstep: Class 29 contains 1146 members 
Mstep: Class 30 contains 7740 members 
Mstep: Class 31 contains 17465 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8771 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31502 members 
Mstep: Class 36 contains 20571 members 
Mstep: Class 37 contains 33199 members 
Mstep: Class 38 contains 1205 members 
Mstep: Class 39 contains 7383 members 
Mstep: Class 40 contains 117639 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14623 members 
Mstep: Class 43 contains 7433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395112.000000 Penalty: 144891.109375
Iteration 109Q: 44 clusters Score -1.203951e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 64085 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64879 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20676 members 
Mstep: Class 8 contains 100478 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 11 contains 14377 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 53704 members 
Mstep: Class 14 contains 10411 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7153 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 51652 members 
Mstep: Class 21 contains 19084 members 
Mstep: Class 22 contains 11405 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28207 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13091 members 
Mstep: Class 29 contains 1147 members 
Mstep: Class 30 contains 7747 members 
Mstep: Class 31 contains 17459 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8823 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31421 members 
Mstep: Class 36 contains 20584 members 
Mstep: Class 37 contains 33197 members 
Mstep: Class 38 contains 1206 members 
Mstep: Class 39 contains 7468 members 
Mstep: Class 40 contains 117628 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14617 members 
Mstep: Class 43 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395112.000000 Penalty: 144891.109375
Iteration 110Q: 44 clusters Score -1.203951e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 64107 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64870 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20648 members 
Mstep: Class 8 contains 100489 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12372 members 
Mstep: Class 11 contains 14331 members 
Mstep: Class 12 contains 9451 members 
Mstep: Class 13 contains 53685 members 
Mstep: Class 14 contains 10417 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 51651 members 
Mstep: Class 21 contains 19087 members 
Mstep: Class 22 contains 11398 members 
Mstep: Class 23 contains 6676 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28195 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13105 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 7755 members 
Mstep: Class 31 contains 17455 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8872 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31374 members 
Mstep: Class 36 contains 20592 members 
Mstep: Class 37 contains 33191 members 
Mstep: Class 38 contains 1206 members 
Mstep: Class 39 contains 7541 members 
Mstep: Class 40 contains 117607 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14620 members 
Mstep: Class 43 contains 7423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395232.000000 Penalty: 144891.109375
Iteration 111Q: 44 clusters Score -1.203952e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 64118 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64867 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 100498 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 12359 members 
Mstep: Class 11 contains 14287 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 53679 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19089 members 
Mstep: Class 22 contains 11387 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 3817 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28182 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7771 members 
Mstep: Class 31 contains 17452 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8927 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 31322 members 
Mstep: Class 36 contains 20595 members 
Mstep: Class 37 contains 33185 members 
Mstep: Class 38 contains 1207 members 
Mstep: Class 39 contains 7625 members 
Mstep: Class 40 contains 117587 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14623 members 
Mstep: Class 43 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395488.000000 Penalty: 144891.109375
Iteration 112Q: 44 clusters Score -1.203955e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 64118 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64859 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 100517 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 14239 members 
Mstep: Class 12 contains 9472 members 
Mstep: Class 13 contains 53675 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 6875 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 51638 members 
Mstep: Class 21 contains 19096 members 
Mstep: Class 22 contains 11382 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 3836 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28165 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13132 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7785 members 
Mstep: Class 31 contains 17448 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 8988 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31267 members 
Mstep: Class 36 contains 20598 members 
Mstep: Class 37 contains 33177 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 7709 members 
Mstep: Class 40 contains 117575 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14618 members 
Mstep: Class 43 contains 7413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395448.000000 Penalty: 144891.109375
Iteration 113Q: 44 clusters Score -1.203954e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 64134 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64846 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 100528 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 53666 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 7027 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 51649 members 
Mstep: Class 21 contains 19095 members 
Mstep: Class 22 contains 11374 members 
Mstep: Class 23 contains 6674 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28157 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13138 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 7811 members 
Mstep: Class 31 contains 17445 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9023 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31211 members 
Mstep: Class 36 contains 20601 members 
Mstep: Class 37 contains 33168 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 7785 members 
Mstep: Class 40 contains 117563 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14619 members 
Mstep: Class 43 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395704.000000 Penalty: 144891.109375
Iteration 114Q: 44 clusters Score -1.203957e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 64158 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64836 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 100529 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12311 members 
Mstep: Class 11 contains 14164 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 53659 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 6880 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 51654 members 
Mstep: Class 21 contains 19100 members 
Mstep: Class 22 contains 11363 members 
Mstep: Class 23 contains 6670 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28143 members 
Mstep: Class 27 contains 1421 members 
Mstep: Class 28 contains 13154 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7815 members 
Mstep: Class 31 contains 17437 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9060 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31148 members 
Mstep: Class 36 contains 20604 members 
Mstep: Class 37 contains 33153 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 7847 members 
Mstep: Class 40 contains 117545 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14645 members 
Mstep: Class 43 contains 7388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395992.000000 Penalty: 144891.109375
Iteration 115Q: 44 clusters Score -1.20396e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 64156 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64821 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 20515 members 
Mstep: Class 8 contains 100540 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 51653 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 11360 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28137 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 13165 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7827 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9093 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31083 members 
Mstep: Class 36 contains 20613 members 
Mstep: Class 37 contains 33139 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 7913 members 
Mstep: Class 40 contains 117518 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396064.000000 Penalty: 144891.109375
Iteration 116Q: 44 clusters Score -1.203961e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 64162 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64796 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 100559 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12308 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10240 members 
Mstep: Class 20 contains 51651 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 11353 members 
Mstep: Class 23 contains 6690 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28127 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13177 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7845 members 
Mstep: Class 31 contains 17431 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31036 members 
Mstep: Class 36 contains 20619 members 
Mstep: Class 37 contains 33128 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 7984 members 
Mstep: Class 40 contains 117496 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14673 members 
Mstep: Class 43 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396240.000000 Penalty: 144891.109375
Iteration 117Q: 44 clusters Score -1.203962e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 64172 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64790 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20474 members 
Mstep: Class 8 contains 100602 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 14022 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 6894 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6929 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 51652 members 
Mstep: Class 21 contains 19114 members 
Mstep: Class 22 contains 11341 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28116 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13197 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7859 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 31004 members 
Mstep: Class 36 contains 20617 members 
Mstep: Class 37 contains 33121 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8045 members 
Mstep: Class 40 contains 117471 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14659 members 
Mstep: Class 43 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396072.000000 Penalty: 144891.109375
Iteration 118Q: 44 clusters Score -1.203961e+08 nChanged 656
Entering ConstructFrom: 
Score: -120396072.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -1257287.000000 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -1257287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1250657.750000 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -1250658 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1252842.750000 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -1252843 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1253535.500000 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -1253536 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1254075.875000 Penalty: 4481.199707
	Iteration 3F: 3 clusters Score -1254076 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1254545.625000 Penalty: 4481.199707
	Iteration 4F: 3 clusters Score -1254546 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1254911.875000 Penalty: 4481.199707
	Iteration 5F: 3 clusters Score -1254912 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1255211.375000 Penalty: 4481.199707
	Iteration 6Q: 3 clusters Score -1255211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1255472.875000 Penalty: 4481.199707
	Iteration 7Q: 3 clusters Score -1255473 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1255757.375000 Penalty: 4481.199707
	Iteration 8Q: 3 clusters Score -1255757 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1256005.875000 Penalty: 4481.199707
	Iteration 9Q: 3 clusters Score -1256006 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1256193.750000 Penalty: 4481.199707
	Iteration 10Q: 3 clusters Score -1256194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1256316.125000 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -1256316 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1256388.625000 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -1256389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1256440.625000 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -1256441 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1256477.750000 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -1256478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1256504.000000 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -1256504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1256523.000000 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -1256523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1256536.500000 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -1256536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1256551.500000 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -1256552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1256563.500000 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -1256564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1256580.250000 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -1256580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1256591.750000 Penalty: 4481.199707
	Iteration 21Q: 3 clusters Score -1256592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1256596.250000 Penalty: 4481.199707
	Iteration 22Q: 3 clusters Score -1256596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1256598.250000 Penalty: 4481.199707
	Iteration 23Q: 3 clusters Score -1256598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1256602.125000 Penalty: 4481.199707
	Iteration 24Q: 3 clusters Score -1256602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1256603.875000 Penalty: 4481.199707
	Iteration 25Q: 3 clusters Score -1256604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1256607.500000 Penalty: 4481.199707
	Iteration 26Q: 3 clusters Score -1256608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1256611.750000 Penalty: 4481.199707
	Iteration 27Q: 3 clusters Score -1256612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1256616.125000 Penalty: 4481.199707
	Iteration 28Q: 3 clusters Score -1256616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1256615.000000 Penalty: 4481.199707
	Iteration 29Q: 3 clusters Score -1256615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1256617.250000 Penalty: 4481.199707
	Iteration 30Q: 3 clusters Score -1256617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1256618.000000 Penalty: 4481.199707
	Iteration 31Q: 3 clusters Score -1256618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1256621.250000 Penalty: 4481.199707
	Iteration 32Q: 3 clusters Score -1256621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1256623.375000 Penalty: 4481.199707
	Iteration 33Q: 3 clusters Score -1256623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1256627.000000 Penalty: 4481.199707
	Iteration 34Q: 3 clusters Score -1256627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1256627.125000 Penalty: 4481.199707
	Iteration 35Q: 3 clusters Score -1256627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1256626.500000 Penalty: 4481.199707
	Iteration 36Q: 3 clusters Score -1256626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1256629.375000 Penalty: 4481.199707
	Iteration 37Q: 3 clusters Score -1256629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1256629.625000 Penalty: 4481.199707
	Iteration 38Q: 3 clusters Score -1256630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1256629.125000 Penalty: 4481.199707
	Iteration 39Q: 3 clusters Score -1256629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1256630.250000 Penalty: 4481.199707
	Iteration 40F: 3 clusters Score -1256630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1256632.250000 Penalty: 4481.199707
	Iteration 41Q: 3 clusters Score -1256632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1256630.125000 Penalty: 4481.199707
	Iteration 42Q: 3 clusters Score -1256630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1256630.750000 Penalty: 4481.199707
	Iteration 43Q: 3 clusters Score -1256631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1256630.750000 Penalty: 4481.199707
	Iteration 44F: 3 clusters Score -1256631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Entering Unmasked Estep 
Score: -9913148.000000 Penalty: 2745.195801
	Iteration 0F: 2 clusters Score -9913148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -9870351.000000 Penalty: 5490.391602
	Iteration 0F: 3 clusters Score -9870351 nChanged 30055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9887458.000000 Penalty: 5490.391602
	Iteration 1F: 3 clusters Score -9887458 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -9888265.000000 Penalty: 5490.391602
	Iteration 2Q: 3 clusters Score -9888265 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -9889202.000000 Penalty: 5490.391602
	Iteration 3Q: 3 clusters Score -9889202 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9890319.000000 Penalty: 5490.391602
	Iteration 4Q: 3 clusters Score -9890319 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9891896.000000 Penalty: 5490.391602
	Iteration 5F: 3 clusters Score -9891896 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -9893982.000000 Penalty: 5490.391602
	Iteration 6F: 3 clusters Score -9893982 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -9896791.000000 Penalty: 5490.391602
	Iteration 7F: 3 clusters Score -9896791 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -9900044.000000 Penalty: 5490.391602
	Iteration 8F: 3 clusters Score -9900044 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -9903208.000000 Penalty: 5490.391602
	Iteration 9F: 3 clusters Score -9903208 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -9905967.000000 Penalty: 5490.391602
	Iteration 10F: 3 clusters Score -9905967 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9907952.000000 Penalty: 5490.391602
	Iteration 11Q: 3 clusters Score -9907952 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9909225.000000 Penalty: 5490.391602
	Iteration 12Q: 3 clusters Score -9909225 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9909969.000000 Penalty: 5490.391602
	Iteration 13Q: 3 clusters Score -9909969 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9910376.000000 Penalty: 5490.391602
	Iteration 14Q: 3 clusters Score -9910376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9910566.000000 Penalty: 5490.391602
	Iteration 15Q: 3 clusters Score -9910566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9910648.000000 Penalty: 5490.391602
	Iteration 16Q: 3 clusters Score -9910648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9910685.000000 Penalty: 5490.391602
	Iteration 17Q: 3 clusters Score -9910685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9910708.000000 Penalty: 5490.391602
	Iteration 18Q: 3 clusters Score -9910708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9910714.000000 Penalty: 5490.391602
	Iteration 19Q: 3 clusters Score -9910714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9910725.000000 Penalty: 5490.391602
	Iteration 20F: 3 clusters Score -9910725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9910740.000000 Penalty: 5490.391602
	Iteration 21Q: 3 clusters Score -9910740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9910753.000000 Penalty: 5490.391602
	Iteration 22Q: 3 clusters Score -9910753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9910759.000000 Penalty: 5490.391602
	Iteration 23Q: 3 clusters Score -9910759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9910774.000000 Penalty: 5490.391602
	Iteration 24Q: 3 clusters Score -9910774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9910787.000000 Penalty: 5490.391602
	Iteration 25Q: 3 clusters Score -9910787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9910797.000000 Penalty: 5490.391602
	Iteration 26Q: 3 clusters Score -9910797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9910813.000000 Penalty: 5490.391602
	Iteration 27Q: 3 clusters Score -9910813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9910821.000000 Penalty: 5490.391602
	Iteration 28Q: 3 clusters Score -9910821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9910830.000000 Penalty: 5490.391602
	Iteration 29Q: 3 clusters Score -9910830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9910838.000000 Penalty: 5490.391602
	Iteration 30Q: 3 clusters Score -9910838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9910832.000000 Penalty: 5490.391602
	Iteration 31Q: 3 clusters Score -9910832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9910833.000000 Penalty: 5490.391602
	Iteration 32Q: 3 clusters Score -9910833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9910833.000000 Penalty: 5490.391602
	Iteration 33F: 3 clusters Score -9910833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -152347.921875 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -152347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150426.640625 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -150426.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150726.593750 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -150726.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150823.640625 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -150823.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150913.953125 Penalty: 3433.631348
	Iteration 3Q: 3 clusters Score -150914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151053.218750 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -151053.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151213.250000 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -151213.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -151337.375000 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -151337.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -151470.984375 Penalty: 3433.631348
	Iteration 7F: 3 clusters Score -151471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151566.640625 Penalty: 3433.631348
	Iteration 8F: 3 clusters Score -151566.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -151692.687500 Penalty: 3433.631348
	Iteration 9F: 3 clusters Score -151692.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -151859.875000 Penalty: 3433.631348
	Iteration 10F: 3 clusters Score -151859.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -151986.031250 Penalty: 3433.631348
	Iteration 11F: 3 clusters Score -151986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -152096.843750 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -152096.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -152187.875000 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -152187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -152210.718750 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -152210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -152238.015625 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -152238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -152244.421875 Penalty: 3433.631348
	Iteration 16Q: 3 clusters Score -152244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -152252.656250 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -152252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -152271.281250 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -152271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -152298.250000 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -152298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -152355.250000 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -152355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -152446.796875 Penalty: 3433.631348
	Iteration 21Q: 3 clusters Score -152446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -152478.796875 Penalty: 3433.631348
	Iteration 22Q: 3 clusters Score -152478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -152488.078125 Penalty: 3433.631348
	Iteration 23Q: 3 clusters Score -152488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -152498.218750 Penalty: 3433.631348
	Iteration 24Q: 3 clusters Score -152498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152501.046875 Penalty: 3433.631348
	Iteration 25Q: 3 clusters Score -152501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152502.453125 Penalty: 3433.631348
	Iteration 26Q: 3 clusters Score -152502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152503.656250 Penalty: 3433.631348
	Iteration 27Q: 3 clusters Score -152503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152503.656250 Penalty: 3433.631348
	Iteration 28F: 3 clusters Score -152503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Mstep: Class 44 contains 352 members 
Entering Unmasked Estep 
Score: -120394336.000000 Penalty: 148260.671875
Splitting cluster 3 changes total score from -120396072.000000 to -120394336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -179423.890625 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -179423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -177386.906250 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -177386.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177722.406250 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -177722.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177958.953125 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -177959 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178196.296875 Penalty: 3518.740479
	Iteration 3F: 3 clusters Score -178196.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178457.828125 Penalty: 3518.740479
	Iteration 4F: 3 clusters Score -178457.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178668.031250 Penalty: 3518.740479
	Iteration 5F: 3 clusters Score -178668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178779.328125 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -178779.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178895.000000 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -178895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179018.140625 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -179018.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179109.390625 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -179109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -179171.921875 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -179171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179197.718750 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -179197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -179207.828125 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -179207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179214.656250 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -179214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179217.750000 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -179217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -179220.359375 Penalty: 3518.740479
	Iteration 15Q: 3 clusters Score -179220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179222.171875 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -179222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179222.171875 Penalty: 3518.740479
	Iteration 17F: 3 clusters Score -179222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Entering Unmasked Estep 
Score: -10093976.000000 Penalty: 2747.545654
	Iteration 0F: 2 clusters Score -1.009398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -10050632.000000 Penalty: 5495.091309
	Iteration 0F: 3 clusters Score -1.005063e+07 nChanged 30049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -10067713.000000 Penalty: 5495.091309
	Iteration 1F: 3 clusters Score -1.006771e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -10068747.000000 Penalty: 5495.091309
	Iteration 2Q: 3 clusters Score -1.006875e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -10070058.000000 Penalty: 5495.091309
	Iteration 3Q: 3 clusters Score -1.007006e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -10072021.000000 Penalty: 5495.091309
	Iteration 4F: 3 clusters Score -1.007202e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -10074307.000000 Penalty: 5495.091309
	Iteration 5F: 3 clusters Score -1.007431e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -10076825.000000 Penalty: 5495.091309
	Iteration 6F: 3 clusters Score -1.007682e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -10079237.000000 Penalty: 5495.091309
	Iteration 7F: 3 clusters Score -1.007924e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -10081236.000000 Penalty: 5495.091309
	Iteration 8F: 3 clusters Score -1.008124e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -10082801.000000 Penalty: 5495.091309
	Iteration 9Q: 3 clusters Score -1.00828e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -10084205.000000 Penalty: 5495.091309
	Iteration 10Q: 3 clusters Score -1.00842e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -10085620.000000 Penalty: 5495.091309
	Iteration 11Q: 3 clusters Score -1.008562e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -10087033.000000 Penalty: 5495.091309
	Iteration 12Q: 3 clusters Score -1.008703e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -10088347.000000 Penalty: 5495.091309
	Iteration 13Q: 3 clusters Score -1.008835e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -10089395.000000 Penalty: 5495.091309
	Iteration 14Q: 3 clusters Score -1.00894e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -10090130.000000 Penalty: 5495.091309
	Iteration 15Q: 3 clusters Score -1.009013e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -10090662.000000 Penalty: 5495.091309
	Iteration 16Q: 3 clusters Score -1.009066e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -10091029.000000 Penalty: 5495.091309
	Iteration 17Q: 3 clusters Score -1.009103e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -10091266.000000 Penalty: 5495.091309
	Iteration 18Q: 3 clusters Score -1.009127e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -10091373.000000 Penalty: 5495.091309
	Iteration 19Q: 3 clusters Score -1.009137e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -10091451.000000 Penalty: 5495.091309
	Iteration 20F: 3 clusters Score -1.009145e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -10091496.000000 Penalty: 5495.091309
	Iteration 21Q: 3 clusters Score -1.00915e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -10091547.000000 Penalty: 5495.091309
	Iteration 22Q: 3 clusters Score -1.009155e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -10091574.000000 Penalty: 5495.091309
	Iteration 23Q: 3 clusters Score -1.009157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -10091619.000000 Penalty: 5495.091309
	Iteration 24Q: 3 clusters Score -1.009162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -10091650.000000 Penalty: 5495.091309
	Iteration 25Q: 3 clusters Score -1.009165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -10091690.000000 Penalty: 5495.091309
	Iteration 26Q: 3 clusters Score -1.009169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -10091694.000000 Penalty: 5495.091309
	Iteration 27Q: 3 clusters Score -1.009169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -10091700.000000 Penalty: 5495.091309
	Iteration 28Q: 3 clusters Score -1.00917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -10091693.000000 Penalty: 5495.091309
	Iteration 29Q: 3 clusters Score -1.009169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -10091710.000000 Penalty: 5495.091309
	Iteration 30Q: 3 clusters Score -1.009171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -10091728.000000 Penalty: 5495.091309
	Iteration 31Q: 3 clusters Score -1.009173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -10091716.000000 Penalty: 5495.091309
	Iteration 32Q: 3 clusters Score -1.009172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -10091716.000000 Penalty: 5495.091309
	Iteration 33Q: 3 clusters Score -1.009172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -10091719.000000 Penalty: 5495.091309
	Iteration 34Q: 3 clusters Score -1.009172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091722.000000 Penalty: 5495.091309
	Iteration 35Q: 3 clusters Score -1.009172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091726.000000 Penalty: 5495.091309
	Iteration 36Q: 3 clusters Score -1.009173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -10091724.000000 Penalty: 5495.091309
	Iteration 37Q: 3 clusters Score -1.009172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091723.000000 Penalty: 5495.091309
	Iteration 38Q: 3 clusters Score -1.009172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -10091727.000000 Penalty: 5495.091309
	Iteration 39Q: 3 clusters Score -1.009173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091722.000000 Penalty: 5495.091309
	Iteration 40F: 3 clusters Score -1.009172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091719.000000 Penalty: 5495.091309
	Iteration 41Q: 3 clusters Score -1.009172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091718.000000 Penalty: 5495.091309
	Iteration 42Q: 3 clusters Score -1.009172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -10091718.000000 Penalty: 5495.091309
	Iteration 43Q: 3 clusters Score -1.009172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10091722.000000 Penalty: 5495.091309
	Iteration 44Q: 3 clusters Score -1.009172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091725.000000 Penalty: 5495.091309
	Iteration 45Q: 3 clusters Score -1.009172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091728.000000 Penalty: 5495.091309
	Iteration 46Q: 3 clusters Score -1.009173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091737.000000 Penalty: 5495.091309
	Iteration 47Q: 3 clusters Score -1.009174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091728.000000 Penalty: 5495.091309
	Iteration 48Q: 3 clusters Score -1.009173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091727.000000 Penalty: 5495.091309
	Iteration 49Q: 3 clusters Score -1.009173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -10091735.000000 Penalty: 5495.091309
	Iteration 50Q: 3 clusters Score -1.009174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -10091736.000000 Penalty: 5495.091309
	Iteration 51Q: 3 clusters Score -1.009174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -10091736.000000 Penalty: 5495.091309
	Iteration 52F: 3 clusters Score -1.009174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -410816.250000 Penalty: 1967.314819
	Iteration 0F: 2 clusters Score -410816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -407685.437500 Penalty: 3934.629639
	Iteration 0F: 3 clusters Score -407685.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408433.937500 Penalty: 3934.629639
	Iteration 1F: 3 clusters Score -408433.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -408830.125000 Penalty: 3934.629639
	Iteration 2F: 3 clusters Score -408830.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -409356.031250 Penalty: 3934.629639
	Iteration 3F: 3 clusters Score -409356 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -409796.437500 Penalty: 3934.629639
	Iteration 4F: 3 clusters Score -409796.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -410008.656250 Penalty: 3934.629639
	Iteration 5F: 3 clusters Score -410008.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -410109.062500 Penalty: 3934.629639
	Iteration 6Q: 3 clusters Score -410109.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -410156.437500 Penalty: 3934.629639
	Iteration 7Q: 3 clusters Score -410156.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -410185.468750 Penalty: 3934.629639
	Iteration 8Q: 3 clusters Score -410185.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -410209.437500 Penalty: 3934.629639
	Iteration 9Q: 3 clusters Score -410209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -410220.156250 Penalty: 3934.629639
	Iteration 10Q: 3 clusters Score -410220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -410226.906250 Penalty: 3934.629639
	Iteration 11Q: 3 clusters Score -410226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -410233.906250 Penalty: 3934.629639
	Iteration 12Q: 3 clusters Score -410233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -410241.250000 Penalty: 3934.629639
	Iteration 13Q: 3 clusters Score -410241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -410249.250000 Penalty: 3934.629639
	Iteration 14Q: 3 clusters Score -410249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -410251.906250 Penalty: 3934.629639
	Iteration 15Q: 3 clusters Score -410251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -410256.875000 Penalty: 3934.629639
	Iteration 16Q: 3 clusters Score -410256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -410261.406250 Penalty: 3934.629639
	Iteration 17Q: 3 clusters Score -410261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -410264.468750 Penalty: 3934.629639
	Iteration 18Q: 3 clusters Score -410264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -410267.343750 Penalty: 3934.629639
	Iteration 19Q: 3 clusters Score -410267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -410267.625000 Penalty: 3934.629639
	Iteration 20F: 3 clusters Score -410267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -3036027.000000 Penalty: 2461.716553
	Iteration 0F: 2 clusters Score -3036027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3021757.750000 Penalty: 4923.433105
	Iteration 0F: 3 clusters Score -3021758 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3027002.500000 Penalty: 4923.433105
	Iteration 1F: 3 clusters Score -3027002 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3027801.750000 Penalty: 4923.433105
	Iteration 2F: 3 clusters Score -3027802 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3028599.750000 Penalty: 4923.433105
	Iteration 3F: 3 clusters Score -3028600 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3029469.000000 Penalty: 4923.433105
	Iteration 4F: 3 clusters Score -3029469 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3030266.250000 Penalty: 4923.433105
	Iteration 5F: 3 clusters Score -3030266 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3030944.250000 Penalty: 4923.433105
	Iteration 6F: 3 clusters Score -3030944 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3031524.250000 Penalty: 4923.433105
	Iteration 7Q: 3 clusters Score -3031524 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3031955.000000 Penalty: 4923.433105
	Iteration 8Q: 3 clusters Score -3031955 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3032275.250000 Penalty: 4923.433105
	Iteration 9Q: 3 clusters Score -3032275 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3032534.250000 Penalty: 4923.433105
	Iteration 10Q: 3 clusters Score -3032534 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3032739.500000 Penalty: 4923.433105
	Iteration 11Q: 3 clusters Score -3032740 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3032888.750000 Penalty: 4923.433105
	Iteration 12Q: 3 clusters Score -3032889 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3033023.750000 Penalty: 4923.433105
	Iteration 13Q: 3 clusters Score -3033024 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3033139.750000 Penalty: 4923.433105
	Iteration 14Q: 3 clusters Score -3033140 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3033241.000000 Penalty: 4923.433105
	Iteration 15Q: 3 clusters Score -3033241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3033341.000000 Penalty: 4923.433105
	Iteration 16Q: 3 clusters Score -3033341 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3033407.250000 Penalty: 4923.433105
	Iteration 17Q: 3 clusters Score -3033407 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3033496.750000 Penalty: 4923.433105
	Iteration 18Q: 3 clusters Score -3033497 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3033549.000000 Penalty: 4923.433105
	Iteration 19Q: 3 clusters Score -3033549 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3033615.500000 Penalty: 4923.433105
	Iteration 20F: 3 clusters Score -3033616 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3033649.500000 Penalty: 4923.433105
	Iteration 21Q: 3 clusters Score -3033650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3033698.250000 Penalty: 4923.433105
	Iteration 22Q: 3 clusters Score -3033698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3033722.750000 Penalty: 4923.433105
	Iteration 23Q: 3 clusters Score -3033723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3033758.500000 Penalty: 4923.433105
	Iteration 24Q: 3 clusters Score -3033758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3033769.500000 Penalty: 4923.433105
	Iteration 25Q: 3 clusters Score -3033770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3033787.250000 Penalty: 4923.433105
	Iteration 26Q: 3 clusters Score -3033787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3033800.500000 Penalty: 4923.433105
	Iteration 27Q: 3 clusters Score -3033800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3033812.000000 Penalty: 4923.433105
	Iteration 28Q: 3 clusters Score -3033812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3033826.250000 Penalty: 4923.433105
	Iteration 29Q: 3 clusters Score -3033826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3033838.750000 Penalty: 4923.433105
	Iteration 30Q: 3 clusters Score -3033839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3033838.000000 Penalty: 4923.433105
	Iteration 31Q: 3 clusters Score -3033838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3033836.750000 Penalty: 4923.433105
	Iteration 32Q: 3 clusters Score -3033837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3033841.250000 Penalty: 4923.433105
	Iteration 33Q: 3 clusters Score -3033841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3033849.500000 Penalty: 4923.433105
	Iteration 34Q: 3 clusters Score -3033850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3033857.500000 Penalty: 4923.433105
	Iteration 35Q: 3 clusters Score -3033858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3033861.750000 Penalty: 4923.433105
	Iteration 36Q: 3 clusters Score -3033862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3033867.250000 Penalty: 4923.433105
	Iteration 37Q: 3 clusters Score -3033867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3033870.250000 Penalty: 4923.433105
	Iteration 38Q: 3 clusters Score -3033870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3033870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3033877.250000 Penalty: 4923.433105
	Iteration 40F: 3 clusters Score -3033877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3033874.250000 Penalty: 4923.433105
	Iteration 41Q: 3 clusters Score -3033874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3033871.000000 Penalty: 4923.433105
	Iteration 42Q: 3 clusters Score -3033871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3033876.750000 Penalty: 4923.433105
	Iteration 43Q: 3 clusters Score -3033877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3033890.000000 Penalty: 4923.433105
	Iteration 44Q: 3 clusters Score -3033890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3033903.000000 Penalty: 4923.433105
	Iteration 45Q: 3 clusters Score -3033903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3033902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3033900.000000 Penalty: 4923.433105
	Iteration 47Q: 3 clusters Score -3033900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3033903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3033901.250000 Penalty: 4923.433105
	Iteration 49Q: 3 clusters Score -3033901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3033899.000000 Penalty: 4923.433105
	Iteration 50Q: 3 clusters Score -3033899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3033901.250000 Penalty: 4923.433105
	Iteration 51Q: 3 clusters Score -3033901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3033904.000000 Penalty: 4923.433105
	Iteration 52Q: 3 clusters Score -3033904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3033901.750000 Penalty: 4923.433105
	Iteration 53Q: 3 clusters Score -3033902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3033901.750000 Penalty: 4923.433105
	Iteration 54Q: 3 clusters Score -3033902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3033904.750000 Penalty: 4923.433105
	Iteration 55Q: 3 clusters Score -3033905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3033903.000000 Penalty: 4923.433105
	Iteration 56Q: 3 clusters Score -3033903 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3033906.000000 Penalty: 4923.433105
	Iteration 57Q: 3 clusters Score -3033906 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3033908.250000 Penalty: 4923.433105
	Iteration 58Q: 3 clusters Score -3033908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3033903 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3033901.250000 Penalty: 4923.433105
	Iteration 60F: 3 clusters Score -3033901 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3033907.500000 Penalty: 4923.433105
	Iteration 61Q: 3 clusters Score -3033908 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3033913.250000 Penalty: 4923.433105
	Iteration 62Q: 3 clusters Score -3033913 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3033925.000000 Penalty: 4923.433105
	Iteration 63Q: 3 clusters Score -3033925 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3033924.750000 Penalty: 4923.433105
	Iteration 64Q: 3 clusters Score -3033925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3033929.250000 Penalty: 4923.433105
	Iteration 65Q: 3 clusters Score -3033929 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3033926.000000 Penalty: 4923.433105
	Iteration 66Q: 3 clusters Score -3033926 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3033929 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3033932.250000 Penalty: 4923.433105
	Iteration 68Q: 3 clusters Score -3033932 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3033926.000000 Penalty: 4923.433105
	Iteration 69Q: 3 clusters Score -3033926 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3033933.000000 Penalty: 4923.433105
	Iteration 70Q: 3 clusters Score -3033933 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3033930.250000 Penalty: 4923.433105
	Iteration 71Q: 3 clusters Score -3033930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3033938.250000 Penalty: 4923.433105
	Iteration 72Q: 3 clusters Score -3033938 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3033938.500000 Penalty: 4923.433105
	Iteration 73Q: 3 clusters Score -3033938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3033935.500000 Penalty: 4923.433105
	Iteration 74Q: 3 clusters Score -3033936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3033933.750000 Penalty: 4923.433105
	Iteration 75Q: 3 clusters Score -3033934 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3033933.500000 Penalty: 4923.433105
	Iteration 76Q: 3 clusters Score -3033934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3033940.250000 Penalty: 4923.433105
	Iteration 77Q: 3 clusters Score -3033940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3033942.750000 Penalty: 4923.433105
	Iteration 78Q: 3 clusters Score -3033943 nChanged 19
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3033941.500000 Penalty: 4923.433105
	Iteration 79Q: 3 clusters Score -3033942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3033935.250000 Penalty: 4923.433105
	Iteration 80F: 3 clusters Score -3033935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3033934.500000 Penalty: 4923.433105
	Iteration 81Q: 3 clusters Score -3033934 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3033944.500000 Penalty: 4923.433105
	Iteration 82Q: 3 clusters Score -3033944 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3033951.250000 Penalty: 4923.433105
	Iteration 83Q: 3 clusters Score -3033951 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3033956.750000 Penalty: 4923.433105
	Iteration 84Q: 3 clusters Score -3033957 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3033960.500000 Penalty: 4923.433105
	Iteration 85Q: 3 clusters Score -3033960 nChanged 41
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3033977.250000 Penalty: 4923.433105
	Iteration 86Q: 3 clusters Score -3033977 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3033980 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3033984.000000 Penalty: 4923.433105
	Iteration 88Q: 3 clusters Score -3033984 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3033990.750000 Penalty: 4923.433105
	Iteration 89Q: 3 clusters Score -3033991 nChanged 42
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3033994.250000 Penalty: 4923.433105
	Iteration 90Q: 3 clusters Score -3033994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3034005.000000 Penalty: 4923.433105
	Iteration 91Q: 3 clusters Score -3034005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3034020.500000 Penalty: 4923.433105
	Iteration 92Q: 3 clusters Score -3034020 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3034029.250000 Penalty: 4923.433105
	Iteration 93Q: 3 clusters Score -3034029 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3034046.250000 Penalty: 4923.433105
	Iteration 94Q: 3 clusters Score -3034046 nChanged 55
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Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3034055.000000 Penalty: 4923.433105
	Iteration 95Q: 3 clusters Score -3034055 nChanged 59
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Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3034061 nChanged 54
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Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3034082.250000 Penalty: 4923.433105
	Iteration 97Q: 3 clusters Score -3034082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3034090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3034092.250000 Penalty: 4923.433105
	Iteration 99Q: 3 clusters Score -3034092 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3034103.000000 Penalty: 4923.433105
	Iteration 100F: 3 clusters Score -3034103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3034106.000000 Penalty: 4923.433105
	Iteration 101Q: 3 clusters Score -3034106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3034130.250000 Penalty: 4923.433105
	Iteration 102Q: 3 clusters Score -3034130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3034149.250000 Penalty: 4923.433105
	Iteration 103Q: 3 clusters Score -3034149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3034160.750000 Penalty: 4923.433105
	Iteration 104Q: 3 clusters Score -3034161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3034166.000000 Penalty: 4923.433105
	Iteration 105Q: 3 clusters Score -3034166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3034183.500000 Penalty: 4923.433105
	Iteration 106Q: 3 clusters Score -3034184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3034208.250000 Penalty: 4923.433105
	Iteration 107Q: 3 clusters Score -3034208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3034227.000000 Penalty: 4923.433105
	Iteration 108Q: 3 clusters Score -3034227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3034247.500000 Penalty: 4923.433105
	Iteration 109Q: 3 clusters Score -3034248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3034263.500000 Penalty: 4923.433105
	Iteration 110Q: 3 clusters Score -3034264 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3034293.750000 Penalty: 4923.433105
	Iteration 111Q: 3 clusters Score -3034294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3034315.250000 Penalty: 4923.433105
	Iteration 112Q: 3 clusters Score -3034315 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3034349.750000 Penalty: 4923.433105
	Iteration 113Q: 3 clusters Score -3034350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3034378.250000 Penalty: 4923.433105
	Iteration 114Q: 3 clusters Score -3034378 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3034413.000000 Penalty: 4923.433105
	Iteration 115Q: 3 clusters Score -3034413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3034465.250000 Penalty: 4923.433105
	Iteration 116Q: 3 clusters Score -3034465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3034502.750000 Penalty: 4923.433105
	Iteration 117Q: 3 clusters Score -3034503 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3034533.250000 Penalty: 4923.433105
	Iteration 118Q: 3 clusters Score -3034533 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3034569.250000 Penalty: 4923.433105
	Iteration 119Q: 3 clusters Score -3034569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3034618.250000 Penalty: 4923.433105
	Iteration 120F: 3 clusters Score -3034618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3034660.250000 Penalty: 4923.433105
	Iteration 121Q: 3 clusters Score -3034660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3034702.250000 Penalty: 4923.433105
	Iteration 122Q: 3 clusters Score -3034702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3034749.500000 Penalty: 4923.433105
	Iteration 123Q: 3 clusters Score -3034750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3034765.250000 Penalty: 4923.433105
	Iteration 124Q: 3 clusters Score -3034765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3034796.750000 Penalty: 4923.433105
	Iteration 125Q: 3 clusters Score -3034797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3034812.000000 Penalty: 4923.433105
	Iteration 126Q: 3 clusters Score -3034812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3034823.750000 Penalty: 4923.433105
	Iteration 127Q: 3 clusters Score -3034824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3034842.750000 Penalty: 4923.433105
	Iteration 128Q: 3 clusters Score -3034843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3034856.250000 Penalty: 4923.433105
	Iteration 129Q: 3 clusters Score -3034856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3034871.750000 Penalty: 4923.433105
	Iteration 130Q: 3 clusters Score -3034872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3034882.250000 Penalty: 4923.433105
	Iteration 131Q: 3 clusters Score -3034882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3034893.750000 Penalty: 4923.433105
	Iteration 132Q: 3 clusters Score -3034894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3034898.000000 Penalty: 4923.433105
	Iteration 133Q: 3 clusters Score -3034898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3034902.500000 Penalty: 4923.433105
	Iteration 134Q: 3 clusters Score -3034902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3034905.500000 Penalty: 4923.433105
	Iteration 135Q: 3 clusters Score -3034906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3034919.000000 Penalty: 4923.433105
	Iteration 136Q: 3 clusters Score -3034919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3034926.250000 Penalty: 4923.433105
	Iteration 137Q: 3 clusters Score -3034926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3034935.750000 Penalty: 4923.433105
	Iteration 138Q: 3 clusters Score -3034936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3034943.250000 Penalty: 4923.433105
	Iteration 139Q: 3 clusters Score -3034943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3034944.750000 Penalty: 4923.433105
	Iteration 140F: 3 clusters Score -3034945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3034949.750000 Penalty: 4923.433105
	Iteration 141Q: 3 clusters Score -3034950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3034946.750000 Penalty: 4923.433105
	Iteration 142Q: 3 clusters Score -3034947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3034960.250000 Penalty: 4923.433105
	Iteration 143Q: 3 clusters Score -3034960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3034962.750000 Penalty: 4923.433105
	Iteration 144Q: 3 clusters Score -3034963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3034978.000000 Penalty: 4923.433105
	Iteration 145Q: 3 clusters Score -3034978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3034993.750000 Penalty: 4923.433105
	Iteration 146Q: 3 clusters Score -3034994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3034996.000000 Penalty: 4923.433105
	Iteration 147Q: 3 clusters Score -3034996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3035009.500000 Penalty: 4923.433105
	Iteration 148Q: 3 clusters Score -3035010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3035025.750000 Penalty: 4923.433105
	Iteration 149Q: 3 clusters Score -3035026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3035044.750000 Penalty: 4923.433105
	Iteration 150Q: 3 clusters Score -3035045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3035046.500000 Penalty: 4923.433105
	Iteration 151Q: 3 clusters Score -3035046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3035055.750000 Penalty: 4923.433105
	Iteration 152Q: 3 clusters Score -3035056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3035054.500000 Penalty: 4923.433105
	Iteration 153Q: 3 clusters Score -3035054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3035054.750000 Penalty: 4923.433105
	Iteration 154Q: 3 clusters Score -3035055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3035057.250000 Penalty: 4923.433105
	Iteration 155Q: 3 clusters Score -3035057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3035058.250000 Penalty: 4923.433105
	Iteration 156Q: 3 clusters Score -3035058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3035066.500000 Penalty: 4923.433105
	Iteration 157Q: 3 clusters Score -3035066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3035074.750000 Penalty: 4923.433105
	Iteration 158Q: 3 clusters Score -3035075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3035083.000000 Penalty: 4923.433105
	Iteration 159Q: 3 clusters Score -3035083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3035093.500000 Penalty: 4923.433105
	Iteration 160F: 3 clusters Score -3035094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3035094.000000 Penalty: 4923.433105
	Iteration 161Q: 3 clusters Score -3035094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3035095.750000 Penalty: 4923.433105
	Iteration 162Q: 3 clusters Score -3035096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3035099.250000 Penalty: 4923.433105
	Iteration 163Q: 3 clusters Score -3035099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3035093.750000 Penalty: 4923.433105
	Iteration 164Q: 3 clusters Score -3035094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3035095.750000 Penalty: 4923.433105
	Iteration 165Q: 3 clusters Score -3035096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3035100.250000 Penalty: 4923.433105
	Iteration 166Q: 3 clusters Score -3035100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3035101.750000 Penalty: 4923.433105
	Iteration 167Q: 3 clusters Score -3035102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3035104.000000 Penalty: 4923.433105
	Iteration 168Q: 3 clusters Score -3035104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3035104.000000 Penalty: 4923.433105
	Iteration 169F: 3 clusters Score -3035104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Entering Unmasked Estep 
Score: -15725950.000000 Penalty: 2856.730957
	Iteration 0F: 2 clusters Score -1.572595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -15660840.000000 Penalty: 5713.461914
	Iteration 0F: 3 clusters Score -1.566084e+07 nChanged 47860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -15688946.000000 Penalty: 5713.461914
	Iteration 1F: 3 clusters Score -1.568895e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -15690305.000000 Penalty: 5713.461914
	Iteration 2Q: 3 clusters Score -1.56903e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -15691802.000000 Penalty: 5713.461914
	Iteration 3Q: 3 clusters Score -1.56918e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -15693603.000000 Penalty: 5713.461914
	Iteration 4Q: 3 clusters Score -1.56936e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -15695374.000000 Penalty: 5713.461914
	Iteration 5Q: 3 clusters Score -1.569537e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -15697483.000000 Penalty: 5713.461914
	Iteration 6Q: 3 clusters Score -1.569748e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -15699695.000000 Penalty: 5713.461914
	Iteration 7F: 3 clusters Score -1.56997e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -15702016.000000 Penalty: 5713.461914
	Iteration 8F: 3 clusters Score -1.570202e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -15704186.000000 Penalty: 5713.461914
	Iteration 9Q: 3 clusters Score -1.570419e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -15706644.000000 Penalty: 5713.461914
	Iteration 10Q: 3 clusters Score -1.570664e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -15708837.000000 Penalty: 5713.461914
	Iteration 11Q: 3 clusters Score -1.570884e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -15710991.000000 Penalty: 5713.461914
	Iteration 12Q: 3 clusters Score -1.571099e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -15713026.000000 Penalty: 5713.461914
	Iteration 13Q: 3 clusters Score -1.571303e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -15714668.000000 Penalty: 5713.461914
	Iteration 14Q: 3 clusters Score -1.571467e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -15715897.000000 Penalty: 5713.461914
	Iteration 15Q: 3 clusters Score -1.57159e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -15716771.000000 Penalty: 5713.461914
	Iteration 16Q: 3 clusters Score -1.571677e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -15717393.000000 Penalty: 5713.461914
	Iteration 17Q: 3 clusters Score -1.571739e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -15717899.000000 Penalty: 5713.461914
	Iteration 18Q: 3 clusters Score -1.57179e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -15718390.000000 Penalty: 5713.461914
	Iteration 19Q: 3 clusters Score -1.571839e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -15718763.000000 Penalty: 5713.461914
	Iteration 20F: 3 clusters Score -1.571876e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -15719224.000000 Penalty: 5713.461914
	Iteration 21Q: 3 clusters Score -1.571922e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -15719686.000000 Penalty: 5713.461914
	Iteration 22Q: 3 clusters Score -1.571969e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -15719979.000000 Penalty: 5713.461914
	Iteration 23Q: 3 clusters Score -1.571998e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -15720400.000000 Penalty: 5713.461914
	Iteration 24Q: 3 clusters Score -1.57204e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -15720737.000000 Penalty: 5713.461914
	Iteration 25Q: 3 clusters Score -1.572074e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -15721010.000000 Penalty: 5713.461914
	Iteration 26Q: 3 clusters Score -1.572101e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -15721297.000000 Penalty: 5713.461914
	Iteration 27Q: 3 clusters Score -1.57213e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -15721534.000000 Penalty: 5713.461914
	Iteration 28Q: 3 clusters Score -1.572153e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -15721828.000000 Penalty: 5713.461914
	Iteration 29Q: 3 clusters Score -1.572183e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -15722061.000000 Penalty: 5713.461914
	Iteration 30Q: 3 clusters Score -1.572206e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -15722305.000000 Penalty: 5713.461914
	Iteration 31Q: 3 clusters Score -1.57223e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -15722463.000000 Penalty: 5713.461914
	Iteration 32Q: 3 clusters Score -1.572246e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -15722658.000000 Penalty: 5713.461914
	Iteration 33Q: 3 clusters Score -1.572266e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -15722804.000000 Penalty: 5713.461914
	Iteration 34Q: 3 clusters Score -1.57228e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -15722869.000000 Penalty: 5713.461914
	Iteration 35Q: 3 clusters Score -1.572287e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -15722946.000000 Penalty: 5713.461914
	Iteration 36Q: 3 clusters Score -1.572295e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -15723000.000000 Penalty: 5713.461914
	Iteration 37Q: 3 clusters Score -1.5723e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -15723084.000000 Penalty: 5713.461914
	Iteration 38Q: 3 clusters Score -1.572308e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -15723169.000000 Penalty: 5713.461914
	Iteration 39Q: 3 clusters Score -1.572317e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -15723211.000000 Penalty: 5713.461914
	Iteration 40F: 3 clusters Score -1.572321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -15723280.000000 Penalty: 5713.461914
	Iteration 41Q: 3 clusters Score -1.572328e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -15723288.000000 Penalty: 5713.461914
	Iteration 42Q: 3 clusters Score -1.572329e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -15723317.000000 Penalty: 5713.461914
	Iteration 43Q: 3 clusters Score -1.572332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -15723354.000000 Penalty: 5713.461914
	Iteration 44Q: 3 clusters Score -1.572335e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -15723375.000000 Penalty: 5713.461914
	Iteration 45Q: 3 clusters Score -1.572338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -15723406.000000 Penalty: 5713.461914
	Iteration 46Q: 3 clusters Score -1.572341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -15723422.000000 Penalty: 5713.461914
	Iteration 47Q: 3 clusters Score -1.572342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -15723443.000000 Penalty: 5713.461914
	Iteration 48Q: 3 clusters Score -1.572344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -15723461.000000 Penalty: 5713.461914
	Iteration 49Q: 3 clusters Score -1.572346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -15723487.000000 Penalty: 5713.461914
	Iteration 50Q: 3 clusters Score -1.572349e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -15723494.000000 Penalty: 5713.461914
	Iteration 51Q: 3 clusters Score -1.572349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -15723498.000000 Penalty: 5713.461914
	Iteration 52Q: 3 clusters Score -1.57235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -15723493.000000 Penalty: 5713.461914
	Iteration 53Q: 3 clusters Score -1.572349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -15723502.000000 Penalty: 5713.461914
	Iteration 54Q: 3 clusters Score -1.57235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -15723525.000000 Penalty: 5713.461914
	Iteration 55Q: 3 clusters Score -1.572352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -15723530.000000 Penalty: 5713.461914
	Iteration 56Q: 3 clusters Score -1.572353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -15723556.000000 Penalty: 5713.461914
	Iteration 57Q: 3 clusters Score -1.572356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -15723568.000000 Penalty: 5713.461914
	Iteration 58Q: 3 clusters Score -1.572357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -15723580.000000 Penalty: 5713.461914
	Iteration 59Q: 3 clusters Score -1.572358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -15723606.000000 Penalty: 5713.461914
	Iteration 60F: 3 clusters Score -1.572361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -15723636.000000 Penalty: 5713.461914
	Iteration 61Q: 3 clusters Score -1.572364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -15723654.000000 Penalty: 5713.461914
	Iteration 62Q: 3 clusters Score -1.572365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -15723649.000000 Penalty: 5713.461914
	Iteration 63Q: 3 clusters Score -1.572365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -15723636.000000 Penalty: 5713.461914
	Iteration 64Q: 3 clusters Score -1.572364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -15723647.000000 Penalty: 5713.461914
	Iteration 65Q: 3 clusters Score -1.572365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -15723643.000000 Penalty: 5713.461914
	Iteration 66Q: 3 clusters Score -1.572364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -15723644.000000 Penalty: 5713.461914
	Iteration 67Q: 3 clusters Score -1.572364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -15723642.000000 Penalty: 5713.461914
	Iteration 68Q: 3 clusters Score -1.572364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -15723651.000000 Penalty: 5713.461914
	Iteration 69Q: 3 clusters Score -1.572365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 99258 members 
Entering Unmasked Estep 
Score: -15723652.000000 Penalty: 5713.461914
	Iteration 70Q: 3 clusters Score -1.572365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -15723657.000000 Penalty: 5713.461914
	Iteration 71Q: 3 clusters Score -1.572366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -15723649.000000 Penalty: 5713.461914
	Iteration 72Q: 3 clusters Score -1.572365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -15723644.000000 Penalty: 5713.461914
	Iteration 73Q: 3 clusters Score -1.572364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -15723649.000000 Penalty: 5713.461914
	Iteration 74Q: 3 clusters Score -1.572365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -15723656.000000 Penalty: 5713.461914
	Iteration 75Q: 3 clusters Score -1.572366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -15723654.000000 Penalty: 5713.461914
	Iteration 76Q: 3 clusters Score -1.572365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -15723655.000000 Penalty: 5713.461914
	Iteration 77Q: 3 clusters Score -1.572366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -15723668.000000 Penalty: 5713.461914
	Iteration 78Q: 3 clusters Score -1.572367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -15723662.000000 Penalty: 5713.461914
	Iteration 79Q: 3 clusters Score -1.572366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -15723666.000000 Penalty: 5713.461914
	Iteration 80F: 3 clusters Score -1.572367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -15723669.000000 Penalty: 5713.461914
	Iteration 81Q: 3 clusters Score -1.572367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -15723673.000000 Penalty: 5713.461914
	Iteration 82Q: 3 clusters Score -1.572367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -15723676.000000 Penalty: 5713.461914
	Iteration 83Q: 3 clusters Score -1.572368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -15723689.000000 Penalty: 5713.461914
	Iteration 84Q: 3 clusters Score -1.572369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -15723681.000000 Penalty: 5713.461914
	Iteration 85Q: 3 clusters Score -1.572368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -15723693.000000 Penalty: 5713.461914
	Iteration 86Q: 3 clusters Score -1.572369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -15723687.000000 Penalty: 5713.461914
	Iteration 87Q: 3 clusters Score -1.572369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -15723689.000000 Penalty: 5713.461914
	Iteration 88Q: 3 clusters Score -1.572369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -15723689.000000 Penalty: 5713.461914
	Iteration 89Q: 3 clusters Score -1.572369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -15723698.000000 Penalty: 5713.461914
	Iteration 90Q: 3 clusters Score -1.57237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -15723700.000000 Penalty: 5713.461914
	Iteration 91Q: 3 clusters Score -1.57237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -15723718.000000 Penalty: 5713.461914
	Iteration 92Q: 3 clusters Score -1.572372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -15723703.000000 Penalty: 5713.461914
	Iteration 93Q: 3 clusters Score -1.57237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -15723718.000000 Penalty: 5713.461914
	Iteration 94Q: 3 clusters Score -1.572372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -15723720.000000 Penalty: 5713.461914
	Iteration 95Q: 3 clusters Score -1.572372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -15723719.000000 Penalty: 5713.461914
	Iteration 96Q: 3 clusters Score -1.572372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -15723719.000000 Penalty: 5713.461914
	Iteration 97F: 3 clusters Score -1.572372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -33252.953125 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -33252.95 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 137 members 
Entering Unmasked Estep 
Score: -32152.279297 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -32152.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32401.167969 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -32401.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32553.923828 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -32553.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32641.330078 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -32641.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -32701.283203 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -32701.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32708.794922 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -32708.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32708.794922 Penalty: 2798.385986
	Iteration 6F: 3 clusters Score -32708.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Entering Unmasked Estep 
Score: -1839669.750000 Penalty: 2335.261719
	Iteration 0F: 2 clusters Score -1839670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1830554.625000 Penalty: 4670.523438
	Iteration 0F: 3 clusters Score -1830555 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1833524.500000 Penalty: 4670.523438
	Iteration 1F: 3 clusters Score -1833524 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1834102.875000 Penalty: 4670.523438
	Iteration 2F: 3 clusters Score -1834103 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1834717.750000 Penalty: 4670.523438
	Iteration 3F: 3 clusters Score -1834718 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1835345.125000 Penalty: 4670.523438
	Iteration 4F: 3 clusters Score -1835345 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1835967.250000 Penalty: 4670.523438
	Iteration 5F: 3 clusters Score -1835967 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1836631.500000 Penalty: 4670.523438
	Iteration 6F: 3 clusters Score -1836632 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1837301.125000 Penalty: 4670.523438
	Iteration 7F: 3 clusters Score -1837301 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1837793.375000 Penalty: 4670.523438
	Iteration 8F: 3 clusters Score -1837793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1838094.625000 Penalty: 4670.523438
	Iteration 9Q: 3 clusters Score -1838095 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1838263.625000 Penalty: 4670.523438
	Iteration 10Q: 3 clusters Score -1838264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1838365.625000 Penalty: 4670.523438
	Iteration 11Q: 3 clusters Score -1838366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1838424.875000 Penalty: 4670.523438
	Iteration 12Q: 3 clusters Score -1838425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1838452.000000 Penalty: 4670.523438
	Iteration 13Q: 3 clusters Score -1838452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1838472.000000 Penalty: 4670.523438
	Iteration 14Q: 3 clusters Score -1838472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1838486.500000 Penalty: 4670.523438
	Iteration 15Q: 3 clusters Score -1838486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1838490.750000 Penalty: 4670.523438
	Iteration 16Q: 3 clusters Score -1838491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1838500.250000 Penalty: 4670.523438
	Iteration 17Q: 3 clusters Score -1838500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1838507.875000 Penalty: 4670.523438
	Iteration 18Q: 3 clusters Score -1838508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1838511.625000 Penalty: 4670.523438
	Iteration 19Q: 3 clusters Score -1838512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1838518.875000 Penalty: 4670.523438
	Iteration 20F: 3 clusters Score -1838519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1838531.625000 Penalty: 4670.523438
	Iteration 21Q: 3 clusters Score -1838532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1838540.500000 Penalty: 4670.523438
	Iteration 22Q: 3 clusters Score -1838540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1838561.375000 Penalty: 4670.523438
	Iteration 23Q: 3 clusters Score -1838561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1838569.375000 Penalty: 4670.523438
	Iteration 24Q: 3 clusters Score -1838569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1838590.625000 Penalty: 4670.523438
	Iteration 25Q: 3 clusters Score -1838591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1838614.625000 Penalty: 4670.523438
	Iteration 26Q: 3 clusters Score -1838615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1838627.750000 Penalty: 4670.523438
	Iteration 27Q: 3 clusters Score -1838628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1838639.250000 Penalty: 4670.523438
	Iteration 28Q: 3 clusters Score -1838639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1838649.000000 Penalty: 4670.523438
	Iteration 29Q: 3 clusters Score -1838649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1838654.500000 Penalty: 4670.523438
	Iteration 30Q: 3 clusters Score -1838654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1838655.250000 Penalty: 4670.523438
	Iteration 31Q: 3 clusters Score -1838655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1838660.500000 Penalty: 4670.523438
	Iteration 32Q: 3 clusters Score -1838660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1838661.875000 Penalty: 4670.523438
	Iteration 33Q: 3 clusters Score -1838662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1838662.625000 Penalty: 4670.523438
	Iteration 34Q: 3 clusters Score -1838663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1838662.500000 Penalty: 4670.523438
	Iteration 35Q: 3 clusters Score -1838662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1838664.250000 Penalty: 4670.523438
	Iteration 36Q: 3 clusters Score -1838664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1838670.750000 Penalty: 4670.523438
	Iteration 37Q: 3 clusters Score -1838671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1838673.875000 Penalty: 4670.523438
	Iteration 38Q: 3 clusters Score -1838674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1838675.500000 Penalty: 4670.523438
	Iteration 39Q: 3 clusters Score -1838676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1838675.125000 Penalty: 4670.523438
	Iteration 40F: 3 clusters Score -1838675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1838676.250000 Penalty: 4670.523438
	Iteration 41Q: 3 clusters Score -1838676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1838677.125000 Penalty: 4670.523438
	Iteration 42Q: 3 clusters Score -1838677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1838676.750000 Penalty: 4670.523438
	Iteration 43Q: 3 clusters Score -1838677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1838679.500000 Penalty: 4670.523438
	Iteration 44Q: 3 clusters Score -1838680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1838678.000000 Penalty: 4670.523438
	Iteration 45Q: 3 clusters Score -1838678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1838673.750000 Penalty: 4670.523438
	Iteration 46Q: 3 clusters Score -1838674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1838675.375000 Penalty: 4670.523438
	Iteration 47Q: 3 clusters Score -1838675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1838672.250000 Penalty: 4670.523438
	Iteration 48Q: 3 clusters Score -1838672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1838675.750000 Penalty: 4670.523438
	Iteration 49Q: 3 clusters Score -1838676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1838674.625000 Penalty: 4670.523438
	Iteration 50Q: 3 clusters Score -1838675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1838677.375000 Penalty: 4670.523438
	Iteration 51Q: 3 clusters Score -1838677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1838678.375000 Penalty: 4670.523438
	Iteration 52Q: 3 clusters Score -1838678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1838679.875000 Penalty: 4670.523438
	Iteration 53Q: 3 clusters Score -1838680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1838676.875000 Penalty: 4670.523438
	Iteration 54Q: 3 clusters Score -1838677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1838682.125000 Penalty: 4670.523438
	Iteration 55Q: 3 clusters Score -1838682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1838677.500000 Penalty: 4670.523438
	Iteration 56Q: 3 clusters Score -1838678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1838679.750000 Penalty: 4670.523438
	Iteration 57Q: 3 clusters Score -1838680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1838678.125000 Penalty: 4670.523438
	Iteration 58Q: 3 clusters Score -1838678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1838678.125000 Penalty: 4670.523438
	Iteration 59Q: 3 clusters Score -1838678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1838677.125000 Penalty: 4670.523438
	Iteration 60F: 3 clusters Score -1838677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Entering Unmasked Estep 
Score: -2306105.500000 Penalty: 2367.255127
	Iteration 0F: 2 clusters Score -2306106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2295905.750000 Penalty: 4734.510254
	Iteration 0F: 3 clusters Score -2295906 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2299047.250000 Penalty: 4734.510254
	Iteration 1F: 3 clusters Score -2299047 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2299355.500000 Penalty: 4734.510254
	Iteration 2F: 3 clusters Score -2299356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2299554.750000 Penalty: 4734.510254
	Iteration 3Q: 3 clusters Score -2299555 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2299673.500000 Penalty: 4734.510254
	Iteration 4Q: 3 clusters Score -2299674 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2299765.000000 Penalty: 4734.510254
	Iteration 5Q: 3 clusters Score -2299765 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2299844.000000 Penalty: 4734.510254
	Iteration 6Q: 3 clusters Score -2299844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2299897.250000 Penalty: 4734.510254
	Iteration 7Q: 3 clusters Score -2299897 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2299944.750000 Penalty: 4734.510254
	Iteration 8Q: 3 clusters Score -2299945 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2299987.500000 Penalty: 4734.510254
	Iteration 9Q: 3 clusters Score -2299988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2300039.750000 Penalty: 4734.510254
	Iteration 10Q: 3 clusters Score -2300040 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2300091.000000 Penalty: 4734.510254
	Iteration 11Q: 3 clusters Score -2300091 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2300149.250000 Penalty: 4734.510254
	Iteration 12Q: 3 clusters Score -2300149 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2300225.750000 Penalty: 4734.510254
	Iteration 13Q: 3 clusters Score -2300226 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2300311.000000 Penalty: 4734.510254
	Iteration 14Q: 3 clusters Score -2300311 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2300437.750000 Penalty: 4734.510254
	Iteration 15Q: 3 clusters Score -2300438 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2300627.000000 Penalty: 4734.510254
	Iteration 16Q: 3 clusters Score -2300627 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2300851.500000 Penalty: 4734.510254
	Iteration 17Q: 3 clusters Score -2300852 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2301177.000000 Penalty: 4734.510254
	Iteration 18Q: 3 clusters Score -2301177 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2301652.500000 Penalty: 4734.510254
	Iteration 19Q: 3 clusters Score -2301652 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2302249.000000 Penalty: 4734.510254
	Iteration 20F: 3 clusters Score -2302249 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2302812.250000 Penalty: 4734.510254
	Iteration 21Q: 3 clusters Score -2302812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2303257.750000 Penalty: 4734.510254
	Iteration 22Q: 3 clusters Score -2303258 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2303582.000000 Penalty: 4734.510254
	Iteration 23Q: 3 clusters Score -2303582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2303759.250000 Penalty: 4734.510254
	Iteration 24Q: 3 clusters Score -2303759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2303861.750000 Penalty: 4734.510254
	Iteration 25Q: 3 clusters Score -2303862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2303920.000000 Penalty: 4734.510254
	Iteration 26Q: 3 clusters Score -2303920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2303952.000000 Penalty: 4734.510254
	Iteration 27Q: 3 clusters Score -2303952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2303970.750000 Penalty: 4734.510254
	Iteration 28Q: 3 clusters Score -2303971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2303985.250000 Penalty: 4734.510254
	Iteration 29Q: 3 clusters Score -2303985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2303994.000000 Penalty: 4734.510254
	Iteration 30Q: 3 clusters Score -2303994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2304004.750000 Penalty: 4734.510254
	Iteration 31Q: 3 clusters Score -2304005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2304008.750000 Penalty: 4734.510254
	Iteration 32Q: 3 clusters Score -2304009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2304008.500000 Penalty: 4734.510254
	Iteration 33Q: 3 clusters Score -2304008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2304013.000000 Penalty: 4734.510254
	Iteration 34Q: 3 clusters Score -2304013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2304013.000000 Penalty: 4734.510254
	Iteration 35F: 3 clusters Score -2304013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1408943.125000 Penalty: 2272.225586
	Iteration 0F: 2 clusters Score -1408943 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 4675 members 
Entering Unmasked Estep 
Score: -1401628.750000 Penalty: 4544.451172
	Iteration 0F: 3 clusters Score -1401629 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1403775.125000 Penalty: 4544.451172
	Iteration 1F: 3 clusters Score -1403775 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1404289.000000 Penalty: 4544.451172
	Iteration 2F: 3 clusters Score -1404289 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1404821.250000 Penalty: 4544.451172
	Iteration 3F: 3 clusters Score -1404821 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1405375.125000 Penalty: 4544.451172
	Iteration 4F: 3 clusters Score -1405375 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1405956.500000 Penalty: 4544.451172
	Iteration 5F: 3 clusters Score -1405956 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1406604.625000 Penalty: 4544.451172
	Iteration 6F: 3 clusters Score -1406605 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1407218.625000 Penalty: 4544.451172
	Iteration 7F: 3 clusters Score -1407219 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1407663.125000 Penalty: 4544.451172
	Iteration 8Q: 3 clusters Score -1407663 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1408001.125000 Penalty: 4544.451172
	Iteration 9Q: 3 clusters Score -1408001 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1408218.875000 Penalty: 4544.451172
	Iteration 10Q: 3 clusters Score -1408219 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1408372.000000 Penalty: 4544.451172
	Iteration 11Q: 3 clusters Score -1408372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1408535.000000 Penalty: 4544.451172
	Iteration 12Q: 3 clusters Score -1408535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1408710.000000 Penalty: 4544.451172
	Iteration 13Q: 3 clusters Score -1408710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1408920.000000 Penalty: 4544.451172
	Iteration 14Q: 3 clusters Score -1408920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1409075.125000 Penalty: 4544.451172
	Iteration 15Q: 3 clusters Score -1409075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1409182.750000 Penalty: 4544.451172
	Iteration 16Q: 3 clusters Score -1409183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1409238.750000 Penalty: 4544.451172
	Iteration 17Q: 3 clusters Score -1409239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1409281.500000 Penalty: 4544.451172
	Iteration 18Q: 3 clusters Score -1409282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1409305.500000 Penalty: 4544.451172
	Iteration 19Q: 3 clusters Score -1409306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1409324.375000 Penalty: 4544.451172
	Iteration 20F: 3 clusters Score -1409324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1409330.750000 Penalty: 4544.451172
	Iteration 21Q: 3 clusters Score -1409331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1409341.000000 Penalty: 4544.451172
	Iteration 22Q: 3 clusters Score -1409341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1409344.000000 Penalty: 4544.451172
	Iteration 23Q: 3 clusters Score -1409344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1409349.125000 Penalty: 4544.451172
	Iteration 24Q: 3 clusters Score -1409349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1409351.625000 Penalty: 4544.451172
	Iteration 25Q: 3 clusters Score -1409352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1409356.875000 Penalty: 4544.451172
	Iteration 26Q: 3 clusters Score -1409357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1409358.250000 Penalty: 4544.451172
	Iteration 27Q: 3 clusters Score -1409358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1409357.750000 Penalty: 4544.451172
	Iteration 28Q: 3 clusters Score -1409358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1409359.625000 Penalty: 4544.451172
	Iteration 29Q: 3 clusters Score -1409360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1409362.375000 Penalty: 4544.451172
	Iteration 30Q: 3 clusters Score -1409362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1409365.125000 Penalty: 4544.451172
	Iteration 31Q: 3 clusters Score -1409365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1409365.375000 Penalty: 4544.451172
	Iteration 32Q: 3 clusters Score -1409365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1409365.625000 Penalty: 4544.451172
	Iteration 33Q: 3 clusters Score -1409366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1409365.625000 Penalty: 4544.451172
	Iteration 34F: 3 clusters Score -1409366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 5961 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Mstep: Class 44 contains 3569 members 
Entering Unmasked Estep 
Score: -120395376.000000 Penalty: 148260.671875
Splitting cluster 12 changes total score from -120396072.000000 to -120395376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Entering Unmasked Estep 
Score: -8348650.500000 Penalty: 2700.709473
	Iteration 0F: 2 clusters Score -8348650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -8312581.000000 Penalty: 5401.418945
	Iteration 0F: 3 clusters Score -8312581 nChanged 24895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -8326479.500000 Penalty: 5401.418945
	Iteration 1F: 3 clusters Score -8326480 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -8327450.500000 Penalty: 5401.418945
	Iteration 2Q: 3 clusters Score -8327450 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8328765.500000 Penalty: 5401.418945
	Iteration 3F: 3 clusters Score -8328766 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8330663.000000 Penalty: 5401.418945
	Iteration 4F: 3 clusters Score -8330663 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -8332981.500000 Penalty: 5401.418945
	Iteration 5F: 3 clusters Score -8332982 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -8335529.500000 Penalty: 5401.418945
	Iteration 6F: 3 clusters Score -8335530 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -8337499.000000 Penalty: 5401.418945
	Iteration 7F: 3 clusters Score -8337499 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8338954.000000 Penalty: 5401.418945
	Iteration 8F: 3 clusters Score -8338954 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -8339984.500000 Penalty: 5401.418945
	Iteration 9Q: 3 clusters Score -8339984 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8340793.000000 Penalty: 5401.418945
	Iteration 10Q: 3 clusters Score -8340793 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -8341614.000000 Penalty: 5401.418945
	Iteration 11Q: 3 clusters Score -8341614 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -8342428.500000 Penalty: 5401.418945
	Iteration 12Q: 3 clusters Score -8342428 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8343166.000000 Penalty: 5401.418945
	Iteration 13Q: 3 clusters Score -8343166 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8343908.000000 Penalty: 5401.418945
	Iteration 14Q: 3 clusters Score -8343908 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8344631.000000 Penalty: 5401.418945
	Iteration 15Q: 3 clusters Score -8344631 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8345155.000000 Penalty: 5401.418945
	Iteration 16Q: 3 clusters Score -8345155 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8345602.500000 Penalty: 5401.418945
	Iteration 17Q: 3 clusters Score -8345602 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8345890.500000 Penalty: 5401.418945
	Iteration 18Q: 3 clusters Score -8345890 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8346093.500000 Penalty: 5401.418945
	Iteration 19Q: 3 clusters Score -8346094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8346206.000000 Penalty: 5401.418945
	Iteration 20F: 3 clusters Score -8346206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8346282.500000 Penalty: 5401.418945
	Iteration 21Q: 3 clusters Score -8346282 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8346332.500000 Penalty: 5401.418945
	Iteration 22Q: 3 clusters Score -8346332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8346381.500000 Penalty: 5401.418945
	Iteration 23Q: 3 clusters Score -8346382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8346402.500000 Penalty: 5401.418945
	Iteration 24Q: 3 clusters Score -8346402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8346424.000000 Penalty: 5401.418945
	Iteration 25Q: 3 clusters Score -8346424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8346444.000000 Penalty: 5401.418945
	Iteration 26Q: 3 clusters Score -8346444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8346456.500000 Penalty: 5401.418945
	Iteration 27Q: 3 clusters Score -8346456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8346465.000000 Penalty: 5401.418945
	Iteration 28Q: 3 clusters Score -8346465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8346472.500000 Penalty: 5401.418945
	Iteration 29Q: 3 clusters Score -8346472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8346481.500000 Penalty: 5401.418945
	Iteration 30Q: 3 clusters Score -8346482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8346490.000000 Penalty: 5401.418945
	Iteration 31Q: 3 clusters Score -8346490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8346495.500000 Penalty: 5401.418945
	Iteration 32Q: 3 clusters Score -8346496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8346501.500000 Penalty: 5401.418945
	Iteration 33Q: 3 clusters Score -8346502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8346501.500000 Penalty: 5401.418945
	Iteration 34F: 3 clusters Score -8346502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Entering Unmasked Estep 
Score: -1622986.375000 Penalty: 2294.367432
	Iteration 0F: 2 clusters Score -1622986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1615076.500000 Penalty: 4588.734863
	Iteration 0F: 3 clusters Score -1615076 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1617479.125000 Penalty: 4588.734863
	Iteration 1F: 3 clusters Score -1617479 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1617818.625000 Penalty: 4588.734863
	Iteration 2F: 3 clusters Score -1617819 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1618052.750000 Penalty: 4588.734863
	Iteration 3F: 3 clusters Score -1618053 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1618205.750000 Penalty: 4588.734863
	Iteration 4Q: 3 clusters Score -1618206 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1618334.875000 Penalty: 4588.734863
	Iteration 5Q: 3 clusters Score -1618335 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1618444.000000 Penalty: 4588.734863
	Iteration 6Q: 3 clusters Score -1618444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1618542.250000 Penalty: 4588.734863
	Iteration 7Q: 3 clusters Score -1618542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1618632.500000 Penalty: 4588.734863
	Iteration 8Q: 3 clusters Score -1618632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1618730.250000 Penalty: 4588.734863
	Iteration 9Q: 3 clusters Score -1618730 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1618805.375000 Penalty: 4588.734863
	Iteration 10Q: 3 clusters Score -1618805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1618907.000000 Penalty: 4588.734863
	Iteration 11Q: 3 clusters Score -1618907 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1619015.125000 Penalty: 4588.734863
	Iteration 12Q: 3 clusters Score -1619015 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1619128.750000 Penalty: 4588.734863
	Iteration 13Q: 3 clusters Score -1619129 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1619268.500000 Penalty: 4588.734863
	Iteration 14Q: 3 clusters Score -1619268 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1619428.250000 Penalty: 4588.734863
	Iteration 15Q: 3 clusters Score -1619428 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1619641.375000 Penalty: 4588.734863
	Iteration 16Q: 3 clusters Score -1619641 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1619912.875000 Penalty: 4588.734863
	Iteration 17Q: 3 clusters Score -1619913 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1620226.250000 Penalty: 4588.734863
	Iteration 18Q: 3 clusters Score -1620226 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1620510.000000 Penalty: 4588.734863
	Iteration 19Q: 3 clusters Score -1620510 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1620741.750000 Penalty: 4588.734863
	Iteration 20F: 3 clusters Score -1620742 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1620933.250000 Penalty: 4588.734863
	Iteration 21Q: 3 clusters Score -1620933 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1621070.875000 Penalty: 4588.734863
	Iteration 22Q: 3 clusters Score -1621071 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1621141.000000 Penalty: 4588.734863
	Iteration 23Q: 3 clusters Score -1621141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1621196.250000 Penalty: 4588.734863
	Iteration 24Q: 3 clusters Score -1621196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1621223.875000 Penalty: 4588.734863
	Iteration 25Q: 3 clusters Score -1621224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1621248.125000 Penalty: 4588.734863
	Iteration 26Q: 3 clusters Score -1621248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1621264.250000 Penalty: 4588.734863
	Iteration 27Q: 3 clusters Score -1621264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1621281.250000 Penalty: 4588.734863
	Iteration 28Q: 3 clusters Score -1621281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1621289.250000 Penalty: 4588.734863
	Iteration 29Q: 3 clusters Score -1621289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1621292.250000 Penalty: 4588.734863
	Iteration 30Q: 3 clusters Score -1621292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1621301.625000 Penalty: 4588.734863
	Iteration 31Q: 3 clusters Score -1621302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1621306.875000 Penalty: 4588.734863
	Iteration 32Q: 3 clusters Score -1621307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1621307.625000 Penalty: 4588.734863
	Iteration 33Q: 3 clusters Score -1621308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1621313.375000 Penalty: 4588.734863
	Iteration 34Q: 3 clusters Score -1621313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1621316.750000 Penalty: 4588.734863
	Iteration 35Q: 3 clusters Score -1621317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1621315.625000 Penalty: 4588.734863
	Iteration 36Q: 3 clusters Score -1621316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1621313.625000 Penalty: 4588.734863
	Iteration 37Q: 3 clusters Score -1621314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1621317.125000 Penalty: 4588.734863
	Iteration 38Q: 3 clusters Score -1621317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1621318.750000 Penalty: 4588.734863
	Iteration 39Q: 3 clusters Score -1621319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1621319.250000 Penalty: 4588.734863
	Iteration 40F: 3 clusters Score -1621319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -1092105.000000 Penalty: 2191.996826
	Iteration 0F: 2 clusters Score -1092105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1086402.250000 Penalty: 4383.993652
	Iteration 0F: 3 clusters Score -1086402 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1087909.500000 Penalty: 4383.993652
	Iteration 1F: 3 clusters Score -1087910 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1088149.000000 Penalty: 4383.993652
	Iteration 2F: 3 clusters Score -1088149 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1088340.250000 Penalty: 4383.993652
	Iteration 3F: 3 clusters Score -1088340 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1088482.375000 Penalty: 4383.993652
	Iteration 4Q: 3 clusters Score -1088482 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1088598.875000 Penalty: 4383.993652
	Iteration 5Q: 3 clusters Score -1088599 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1088704.500000 Penalty: 4383.993652
	Iteration 6Q: 3 clusters Score -1088704 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1088790.625000 Penalty: 4383.993652
	Iteration 7Q: 3 clusters Score -1088791 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1088862.375000 Penalty: 4383.993652
	Iteration 8Q: 3 clusters Score -1088862 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1088934.125000 Penalty: 4383.993652
	Iteration 9Q: 3 clusters Score -1088934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1089017.000000 Penalty: 4383.993652
	Iteration 10Q: 3 clusters Score -1089017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1089103.750000 Penalty: 4383.993652
	Iteration 11Q: 3 clusters Score -1089104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1089213.125000 Penalty: 4383.993652
	Iteration 12Q: 3 clusters Score -1089213 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1089321.500000 Penalty: 4383.993652
	Iteration 13Q: 3 clusters Score -1089322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1089417.250000 Penalty: 4383.993652
	Iteration 14Q: 3 clusters Score -1089417 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1089502.625000 Penalty: 4383.993652
	Iteration 15Q: 3 clusters Score -1089503 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1089589.250000 Penalty: 4383.993652
	Iteration 16Q: 3 clusters Score -1089589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1089657.250000 Penalty: 4383.993652
	Iteration 17Q: 3 clusters Score -1089657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1089725.125000 Penalty: 4383.993652
	Iteration 18Q: 3 clusters Score -1089725 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1089787.875000 Penalty: 4383.993652
	Iteration 19Q: 3 clusters Score -1089788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1089853.000000 Penalty: 4383.993652
	Iteration 20F: 3 clusters Score -1089853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1089910.000000 Penalty: 4383.993652
	Iteration 21Q: 3 clusters Score -1089910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1089957.000000 Penalty: 4383.993652
	Iteration 22Q: 3 clusters Score -1089957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1089992.875000 Penalty: 4383.993652
	Iteration 23Q: 3 clusters Score -1089993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1090022.375000 Penalty: 4383.993652
	Iteration 24Q: 3 clusters Score -1090022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1090049.250000 Penalty: 4383.993652
	Iteration 25Q: 3 clusters Score -1090049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1090068.375000 Penalty: 4383.993652
	Iteration 26Q: 3 clusters Score -1090068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1090078.625000 Penalty: 4383.993652
	Iteration 27Q: 3 clusters Score -1090079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1090084.625000 Penalty: 4383.993652
	Iteration 28Q: 3 clusters Score -1090085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1090094.125000 Penalty: 4383.993652
	Iteration 29Q: 3 clusters Score -1090094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1090098.625000 Penalty: 4383.993652
	Iteration 30Q: 3 clusters Score -1090099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1090104.750000 Penalty: 4383.993652
	Iteration 31Q: 3 clusters Score -1090105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1090115.500000 Penalty: 4383.993652
	Iteration 32Q: 3 clusters Score -1090116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1090122.750000 Penalty: 4383.993652
	Iteration 33Q: 3 clusters Score -1090123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1090125.000000 Penalty: 4383.993652
	Iteration 34Q: 3 clusters Score -1090125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1090129.375000 Penalty: 4383.993652
	Iteration 35Q: 3 clusters Score -1090129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1090131.000000 Penalty: 4383.993652
	Iteration 36Q: 3 clusters Score -1090131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1090132.625000 Penalty: 4383.993652
	Iteration 37Q: 3 clusters Score -1090133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1090133.250000 Penalty: 4383.993652
	Iteration 38Q: 3 clusters Score -1090133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1090132.625000 Penalty: 4383.993652
	Iteration 39Q: 3 clusters Score -1090133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1090132.625000 Penalty: 4383.993652
	Iteration 40F: 3 clusters Score -1090133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -192818.109375 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -192818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -190691.484375 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -190691.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191211.953125 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -191212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191387.687500 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -191387.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191502.859375 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -191502.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -191571.437500 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -191571.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -191668.828125 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -191668.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -191800.828125 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -191800.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -191901.203125 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -191901.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -191993.046875 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -191993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -192113.593750 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -192113.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192204.843750 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -192204.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -192258.609375 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -192258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192287.921875 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -192287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192296.718750 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -192296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -192302.234375 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -192302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192307.343750 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -192307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192313.656250 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -192313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192316.140625 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -192316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192333.312500 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -192333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192346.484375 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -192346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192361.000000 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -192361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -192370.765625 Penalty: 3591.006592
	Iteration 21Q: 3 clusters Score -192370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192372.171875 Penalty: 3591.006592
	Iteration 22Q: 3 clusters Score -192372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192372.890625 Penalty: 3591.006592
	Iteration 23Q: 3 clusters Score -192372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192372.890625 Penalty: 3591.006592
	Iteration 24F: 3 clusters Score -192372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -1035289.250000 Penalty: 2192.104492
	Iteration 0F: 2 clusters Score -1035289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1029598.562500 Penalty: 4384.208984
	Iteration 0F: 3 clusters Score -1029599 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1031133.625000 Penalty: 4384.208984
	Iteration 1F: 3 clusters Score -1031134 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1031426.875000 Penalty: 4384.208984
	Iteration 2F: 3 clusters Score -1031427 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1031633.562500 Penalty: 4384.208984
	Iteration 3F: 3 clusters Score -1031634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1031777.500000 Penalty: 4384.208984
	Iteration 4Q: 3 clusters Score -1031778 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1031904.437500 Penalty: 4384.208984
	Iteration 5Q: 3 clusters Score -1031904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1032044.562500 Penalty: 4384.208984
	Iteration 6Q: 3 clusters Score -1032045 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1032175.812500 Penalty: 4384.208984
	Iteration 7Q: 3 clusters Score -1032176 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1032332.000000 Penalty: 4384.208984
	Iteration 8Q: 3 clusters Score -1032332 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1032488.437500 Penalty: 4384.208984
	Iteration 9Q: 3 clusters Score -1032488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1032646.312500 Penalty: 4384.208984
	Iteration 10Q: 3 clusters Score -1032646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1032816.437500 Penalty: 4384.208984
	Iteration 11Q: 3 clusters Score -1032816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1032951.562500 Penalty: 4384.208984
	Iteration 12Q: 3 clusters Score -1032952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1033074.187500 Penalty: 4384.208984
	Iteration 13Q: 3 clusters Score -1033074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1033185.437500 Penalty: 4384.208984
	Iteration 14Q: 3 clusters Score -1033185 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1033279.875000 Penalty: 4384.208984
	Iteration 15Q: 3 clusters Score -1033280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1033369.375000 Penalty: 4384.208984
	Iteration 16Q: 3 clusters Score -1033369 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1033462.937500 Penalty: 4384.208984
	Iteration 17Q: 3 clusters Score -1033463 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1033537.500000 Penalty: 4384.208984
	Iteration 18Q: 3 clusters Score -1033538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1033594.500000 Penalty: 4384.208984
	Iteration 19Q: 3 clusters Score -1033594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1033650.562500 Penalty: 4384.208984
	Iteration 20F: 3 clusters Score -1033651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1033691.562500 Penalty: 4384.208984
	Iteration 21Q: 3 clusters Score -1033692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1033724.750000 Penalty: 4384.208984
	Iteration 22Q: 3 clusters Score -1033725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1033757.937500 Penalty: 4384.208984
	Iteration 23Q: 3 clusters Score -1033758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1033787.562500 Penalty: 4384.208984
	Iteration 24Q: 3 clusters Score -1033788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1033820.250000 Penalty: 4384.208984
	Iteration 25Q: 3 clusters Score -1033820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1033847.062500 Penalty: 4384.208984
	Iteration 26Q: 3 clusters Score -1033847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1033882.375000 Penalty: 4384.208984
	Iteration 27Q: 3 clusters Score -1033882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1033920.187500 Penalty: 4384.208984
	Iteration 28Q: 3 clusters Score -1033920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1033953.875000 Penalty: 4384.208984
	Iteration 29Q: 3 clusters Score -1033954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1033982.187500 Penalty: 4384.208984
	Iteration 30Q: 3 clusters Score -1033982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1034002.937500 Penalty: 4384.208984
	Iteration 31Q: 3 clusters Score -1034003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1034018.000000 Penalty: 4384.208984
	Iteration 32Q: 3 clusters Score -1034018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1034031.375000 Penalty: 4384.208984
	Iteration 33Q: 3 clusters Score -1034031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1034040.000000 Penalty: 4384.208984
	Iteration 34Q: 3 clusters Score -1034040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1034047.687500 Penalty: 4384.208984
	Iteration 35Q: 3 clusters Score -1034048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1034056.625000 Penalty: 4384.208984
	Iteration 36Q: 3 clusters Score -1034057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1034061.000000 Penalty: 4384.208984
	Iteration 37Q: 3 clusters Score -1034061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1034063.125000 Penalty: 4384.208984
	Iteration 38Q: 3 clusters Score -1034063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1034065.062500 Penalty: 4384.208984
	Iteration 39Q: 3 clusters Score -1034065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1034066.500000 Penalty: 4384.208984
	Iteration 40F: 3 clusters Score -1034066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1034069.687500 Penalty: 4384.208984
	Iteration 41Q: 3 clusters Score -1034070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1034067.875000 Penalty: 4384.208984
	Iteration 42Q: 3 clusters Score -1034068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1034070.625000 Penalty: 4384.208984
	Iteration 43Q: 3 clusters Score -1034071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1034071.750000 Penalty: 4384.208984
	Iteration 44Q: 3 clusters Score -1034072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1034073.625000 Penalty: 4384.208984
	Iteration 45Q: 3 clusters Score -1034074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1034076.562500 Penalty: 4384.208984
	Iteration 46Q: 3 clusters Score -1034077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1034076.125000 Penalty: 4384.208984
	Iteration 47Q: 3 clusters Score -1034076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1034078.187500 Penalty: 4384.208984
	Iteration 48Q: 3 clusters Score -1034078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1034078.187500 Penalty: 4384.208984
	Iteration 49F: 3 clusters Score -1034078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -163602.562500 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -163602.6 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 535 members 
Entering Unmasked Estep 
Score: -161580.609375 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -161580.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161895.781250 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -161895.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161995.687500 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -161995.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -162066.671875 Penalty: 3473.520508
	Iteration 3Q: 3 clusters Score -162066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162113.125000 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -162113.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162141.390625 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -162141.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162158.031250 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -162158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162179.640625 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -162179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162190.015625 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -162190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162208.312500 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -162208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162226.656250 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -162226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162248.734375 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -162248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162266.609375 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -162266.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -162287.250000 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -162287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162302.093750 Penalty: 3473.520508
	Iteration 14Q: 3 clusters Score -162302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162318.312500 Penalty: 3473.520508
	Iteration 15Q: 3 clusters Score -162318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162327.671875 Penalty: 3473.520508
	Iteration 16Q: 3 clusters Score -162327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162333.671875 Penalty: 3473.520508
	Iteration 17Q: 3 clusters Score -162333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162335.828125 Penalty: 3473.520508
	Iteration 18Q: 3 clusters Score -162335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162338.937500 Penalty: 3473.520508
	Iteration 19Q: 3 clusters Score -162338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162343.218750 Penalty: 3473.520508
	Iteration 20F: 3 clusters Score -162343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162344.609375 Penalty: 3473.520508
	Iteration 21Q: 3 clusters Score -162344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162352.375000 Penalty: 3473.520508
	Iteration 22Q: 3 clusters Score -162352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162354.359375 Penalty: 3473.520508
	Iteration 23Q: 3 clusters Score -162354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162354.953125 Penalty: 3473.520508
	Iteration 24Q: 3 clusters Score -162355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162354.953125 Penalty: 3473.520508
	Iteration 25F: 3 clusters Score -162355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -1503736.500000 Penalty: 2290.143066
	Iteration 0F: 2 clusters Score -1503736 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 5152 members 
Entering Unmasked Estep 
Score: -1495956.875000 Penalty: 4580.286133
	Iteration 0F: 3 clusters Score -1495957 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1498423.250000 Penalty: 4580.286133
	Iteration 1F: 3 clusters Score -1498423 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1498931.625000 Penalty: 4580.286133
	Iteration 2F: 3 clusters Score -1498932 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1499340.750000 Penalty: 4580.286133
	Iteration 3F: 3 clusters Score -1499341 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1499658.000000 Penalty: 4580.286133
	Iteration 4F: 3 clusters Score -1499658 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1499947.125000 Penalty: 4580.286133
	Iteration 5Q: 3 clusters Score -1499947 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1500179.500000 Penalty: 4580.286133
	Iteration 6Q: 3 clusters Score -1500180 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1500395.500000 Penalty: 4580.286133
	Iteration 7Q: 3 clusters Score -1500396 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1500540.625000 Penalty: 4580.286133
	Iteration 8Q: 3 clusters Score -1500541 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1500689.250000 Penalty: 4580.286133
	Iteration 9Q: 3 clusters Score -1500689 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1500849.625000 Penalty: 4580.286133
	Iteration 10Q: 3 clusters Score -1500850 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1500978.875000 Penalty: 4580.286133
	Iteration 11Q: 3 clusters Score -1500979 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1501108.125000 Penalty: 4580.286133
	Iteration 12Q: 3 clusters Score -1501108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1501255.750000 Penalty: 4580.286133
	Iteration 13Q: 3 clusters Score -1501256 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1501413.500000 Penalty: 4580.286133
	Iteration 14Q: 3 clusters Score -1501414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1501594.125000 Penalty: 4580.286133
	Iteration 15Q: 3 clusters Score -1501594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1501754.875000 Penalty: 4580.286133
	Iteration 16Q: 3 clusters Score -1501755 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1501906.250000 Penalty: 4580.286133
	Iteration 17Q: 3 clusters Score -1501906 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1502010.000000 Penalty: 4580.286133
	Iteration 18Q: 3 clusters Score -1502010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1502081.625000 Penalty: 4580.286133
	Iteration 19Q: 3 clusters Score -1502082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1502130.000000 Penalty: 4580.286133
	Iteration 20F: 3 clusters Score -1502130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1502173.625000 Penalty: 4580.286133
	Iteration 21Q: 3 clusters Score -1502174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1502220.625000 Penalty: 4580.286133
	Iteration 22Q: 3 clusters Score -1502221 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1502262.125000 Penalty: 4580.286133
	Iteration 23Q: 3 clusters Score -1502262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1502297.250000 Penalty: 4580.286133
	Iteration 24Q: 3 clusters Score -1502297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1502318.750000 Penalty: 4580.286133
	Iteration 25Q: 3 clusters Score -1502319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1502336.875000 Penalty: 4580.286133
	Iteration 26Q: 3 clusters Score -1502337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1502353.125000 Penalty: 4580.286133
	Iteration 27Q: 3 clusters Score -1502353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1502368.500000 Penalty: 4580.286133
	Iteration 28Q: 3 clusters Score -1502368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1502384.750000 Penalty: 4580.286133
	Iteration 29Q: 3 clusters Score -1502385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1502390.250000 Penalty: 4580.286133
	Iteration 30Q: 3 clusters Score -1502390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1502397.125000 Penalty: 4580.286133
	Iteration 31Q: 3 clusters Score -1502397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1502402.625000 Penalty: 4580.286133
	Iteration 32Q: 3 clusters Score -1502403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1502404.500000 Penalty: 4580.286133
	Iteration 33Q: 3 clusters Score -1502404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1502414.125000 Penalty: 4580.286133
	Iteration 34Q: 3 clusters Score -1502414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1502415.125000 Penalty: 4580.286133
	Iteration 35Q: 3 clusters Score -1502415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1502423.000000 Penalty: 4580.286133
	Iteration 36Q: 3 clusters Score -1502423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1502427.500000 Penalty: 4580.286133
	Iteration 37Q: 3 clusters Score -1502428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1502428.250000 Penalty: 4580.286133
	Iteration 38Q: 3 clusters Score -1502428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1502430.625000 Penalty: 4580.286133
	Iteration 39Q: 3 clusters Score -1502431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1502432.250000 Penalty: 4580.286133
	Iteration 40F: 3 clusters Score -1502432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1502432.500000 Penalty: 4580.286133
	Iteration 41Q: 3 clusters Score -1502432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1502438.875000 Penalty: 4580.286133
	Iteration 42Q: 3 clusters Score -1502439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1502439.625000 Penalty: 4580.286133
	Iteration 43Q: 3 clusters Score -1502440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1502441.250000 Penalty: 4580.286133
	Iteration 44Q: 3 clusters Score -1502441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1502441.375000 Penalty: 4580.286133
	Iteration 45Q: 3 clusters Score -1502441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1502442.000000 Penalty: 4580.286133
	Iteration 46Q: 3 clusters Score -1502442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1502441.000000 Penalty: 4580.286133
	Iteration 47Q: 3 clusters Score -1502441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1502440.875000 Penalty: 4580.286133
	Iteration 48Q: 3 clusters Score -1502441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1502440.875000 Penalty: 4580.286133
	Iteration 49F: 3 clusters Score -1502441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Entering Unmasked Estep 
Score: -8011110.500000 Penalty: 2691.342529
	Iteration 0F: 2 clusters Score -8011110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7976359.000000 Penalty: 5382.685059
	Iteration 0F: 3 clusters Score -7976359 nChanged 23795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -7990008.500000 Penalty: 5382.685059
	Iteration 1F: 3 clusters Score -7990008 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -7991012.000000 Penalty: 5382.685059
	Iteration 2Q: 3 clusters Score -7991012 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -7992275.500000 Penalty: 5382.685059
	Iteration 3F: 3 clusters Score -7992276 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -7993767.500000 Penalty: 5382.685059
	Iteration 4F: 3 clusters Score -7993768 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -7995421.500000 Penalty: 5382.685059
	Iteration 5F: 3 clusters Score -7995422 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -7997129.500000 Penalty: 5382.685059
	Iteration 6F: 3 clusters Score -7997130 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -7998658.500000 Penalty: 5382.685059
	Iteration 7F: 3 clusters Score -7998658 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7999902.500000 Penalty: 5382.685059
	Iteration 8Q: 3 clusters Score -7999902 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -8001031.000000 Penalty: 5382.685059
	Iteration 9Q: 3 clusters Score -8001031 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -8002081.500000 Penalty: 5382.685059
	Iteration 10Q: 3 clusters Score -8002082 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -8003073.000000 Penalty: 5382.685059
	Iteration 11Q: 3 clusters Score -8003073 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -8003894.500000 Penalty: 5382.685059
	Iteration 12Q: 3 clusters Score -8003894 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -8004620.000000 Penalty: 5382.685059
	Iteration 13Q: 3 clusters Score -8004620 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8005135.000000 Penalty: 5382.685059
	Iteration 14Q: 3 clusters Score -8005135 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8005582.000000 Penalty: 5382.685059
	Iteration 15Q: 3 clusters Score -8005582 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -8005988.500000 Penalty: 5382.685059
	Iteration 16Q: 3 clusters Score -8005988 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -8006303.500000 Penalty: 5382.685059
	Iteration 17Q: 3 clusters Score -8006304 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8006717.500000 Penalty: 5382.685059
	Iteration 18Q: 3 clusters Score -8006718 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -8007097.500000 Penalty: 5382.685059
	Iteration 19Q: 3 clusters Score -8007098 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8007458.000000 Penalty: 5382.685059
	Iteration 20F: 3 clusters Score -8007458 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8007757.000000 Penalty: 5382.685059
	Iteration 21Q: 3 clusters Score -8007757 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -8008005.500000 Penalty: 5382.685059
	Iteration 22Q: 3 clusters Score -8008006 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -8008279.500000 Penalty: 5382.685059
	Iteration 23Q: 3 clusters Score -8008280 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -8008487.000000 Penalty: 5382.685059
	Iteration 24Q: 3 clusters Score -8008487 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8008647.500000 Penalty: 5382.685059
	Iteration 25Q: 3 clusters Score -8008648 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -8008807.000000 Penalty: 5382.685059
	Iteration 26Q: 3 clusters Score -8008807 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -8008854.500000 Penalty: 5382.685059
	Iteration 27Q: 3 clusters Score -8008854 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8008950.000000 Penalty: 5382.685059
	Iteration 28Q: 3 clusters Score -8008950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8009009.500000 Penalty: 5382.685059
	Iteration 29Q: 3 clusters Score -8009010 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8009050.000000 Penalty: 5382.685059
	Iteration 30Q: 3 clusters Score -8009050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8009098.500000 Penalty: 5382.685059
	Iteration 31Q: 3 clusters Score -8009098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -8009138.500000 Penalty: 5382.685059
	Iteration 32Q: 3 clusters Score -8009138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8009184.500000 Penalty: 5382.685059
	Iteration 33Q: 3 clusters Score -8009184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -8009184.000000 Penalty: 5382.685059
	Iteration 34Q: 3 clusters Score -8009184 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -8009220.500000 Penalty: 5382.685059
	Iteration 35Q: 3 clusters Score -8009220 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8009242.500000 Penalty: 5382.685059
	Iteration 36Q: 3 clusters Score -8009242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8009266.500000 Penalty: 5382.685059
	Iteration 37Q: 3 clusters Score -8009266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8009276.000000 Penalty: 5382.685059
	Iteration 38Q: 3 clusters Score -8009276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8009285.000000 Penalty: 5382.685059
	Iteration 39Q: 3 clusters Score -8009285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8009293.000000 Penalty: 5382.685059
	Iteration 40F: 3 clusters Score -8009293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8009305.500000 Penalty: 5382.685059
	Iteration 41Q: 3 clusters Score -8009306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8009319.500000 Penalty: 5382.685059
	Iteration 42Q: 3 clusters Score -8009320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -8009350.500000 Penalty: 5382.685059
	Iteration 43Q: 3 clusters Score -8009350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8009347.500000 Penalty: 5382.685059
	Iteration 44Q: 3 clusters Score -8009348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8009364.500000 Penalty: 5382.685059
	Iteration 45Q: 3 clusters Score -8009364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8009387.000000 Penalty: 5382.685059
	Iteration 46Q: 3 clusters Score -8009387 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8009407.500000 Penalty: 5382.685059
	Iteration 47Q: 3 clusters Score -8009408 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8009443 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8009450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8009460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8009506 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8009539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8009604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8009627.500000 Penalty: 5382.685059
	Iteration 54Q: 3 clusters Score -8009628 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8009700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8009755.500000 Penalty: 5382.685059
	Iteration 56Q: 3 clusters Score -8009756 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8009808.500000 Penalty: 5382.685059
	Iteration 57Q: 3 clusters Score -8009808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8009848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8009859.000000 Penalty: 5382.685059
	Iteration 59Q: 3 clusters Score -8009859 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -8009886.500000 Penalty: 5382.685059
	Iteration 60F: 3 clusters Score -8009886 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8009924.500000 Penalty: 5382.685059
	Iteration 61Q: 3 clusters Score -8009924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8009954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8009992.000000 Penalty: 5382.685059
	Iteration 63Q: 3 clusters Score -8009992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -8010016.000000 Penalty: 5382.685059
	Iteration 64Q: 3 clusters Score -8010016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -8010029.500000 Penalty: 5382.685059
	Iteration 65Q: 3 clusters Score -8010030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -8010026.000000 Penalty: 5382.685059
	Iteration 66Q: 3 clusters Score -8010026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8010030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8010023.000000 Penalty: 5382.685059
	Iteration 68Q: 3 clusters Score -8010023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8010034.000000 Penalty: 5382.685059
	Iteration 69Q: 3 clusters Score -8010034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -8010049.500000 Penalty: 5382.685059
	Iteration 70Q: 3 clusters Score -8010050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -8010052.500000 Penalty: 5382.685059
	Iteration 71Q: 3 clusters Score -8010052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -8010078.500000 Penalty: 5382.685059
	Iteration 72Q: 3 clusters Score -8010078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -8010072.000000 Penalty: 5382.685059
	Iteration 73Q: 3 clusters Score -8010072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8010074.000000 Penalty: 5382.685059
	Iteration 74Q: 3 clusters Score -8010074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8010077.000000 Penalty: 5382.685059
	Iteration 75Q: 3 clusters Score -8010077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8010080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8010078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8010078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8010070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8010080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -8010079.000000 Penalty: 5382.685059
	Iteration 81Q: 3 clusters Score -8010079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -8010093.500000 Penalty: 5382.685059
	Iteration 82Q: 3 clusters Score -8010094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -8010088.000000 Penalty: 5382.685059
	Iteration 83Q: 3 clusters Score -8010088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8010088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -8010094.500000 Penalty: 5382.685059
	Iteration 85Q: 3 clusters Score -8010094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -8010089.000000 Penalty: 5382.685059
	Iteration 86Q: 3 clusters Score -8010089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -8010093.500000 Penalty: 5382.685059
	Iteration 87Q: 3 clusters Score -8010094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -8010098.000000 Penalty: 5382.685059
	Iteration 88Q: 3 clusters Score -8010098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8010098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -8010095.500000 Penalty: 5382.685059
	Iteration 90Q: 3 clusters Score -8010096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -8010108.500000 Penalty: 5382.685059
	Iteration 91Q: 3 clusters Score -8010108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -8010105.500000 Penalty: 5382.685059
	Iteration 92Q: 3 clusters Score -8010106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8010105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8010108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -8010117.000000 Penalty: 5382.685059
	Iteration 95Q: 3 clusters Score -8010117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8010112.500000 Penalty: 5382.685059
	Iteration 96Q: 3 clusters Score -8010112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8010108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8010113.000000 Penalty: 5382.685059
	Iteration 98Q: 3 clusters Score -8010113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -8010117.000000 Penalty: 5382.685059
	Iteration 99Q: 3 clusters Score -8010117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8010115.500000 Penalty: 5382.685059
	Iteration 100F: 3 clusters Score -8010116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8010115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
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	Iteration 102F: 3 clusters Score -8010115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19129 members 
Entering Unmasked Estep 
Score: -2969944.750000 Penalty: 2445.022461
	Iteration 0F: 2 clusters Score -2969945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2956454 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2960854 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2961248 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2961650 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2962116 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2962710.500000 Penalty: 4890.044922
	Iteration 5F: 3 clusters Score -2962710 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2963429.000000 Penalty: 4890.044922
	Iteration 6F: 3 clusters Score -2963429 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2964233.250000 Penalty: 4890.044922
	Iteration 7F: 3 clusters Score -2964233 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2965031.000000 Penalty: 4890.044922
	Iteration 8F: 3 clusters Score -2965031 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2965675.500000 Penalty: 4890.044922
	Iteration 9F: 3 clusters Score -2965676 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2966106.500000 Penalty: 4890.044922
	Iteration 10Q: 3 clusters Score -2966106 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2966436.750000 Penalty: 4890.044922
	Iteration 11Q: 3 clusters Score -2966437 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2966707.000000 Penalty: 4890.044922
	Iteration 12Q: 3 clusters Score -2966707 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2966930.250000 Penalty: 4890.044922
	Iteration 13Q: 3 clusters Score -2966930 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2967124.000000 Penalty: 4890.044922
	Iteration 14Q: 3 clusters Score -2967124 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2967295.750000 Penalty: 4890.044922
	Iteration 15Q: 3 clusters Score -2967296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2967466.000000 Penalty: 4890.044922
	Iteration 16Q: 3 clusters Score -2967466 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2967621.000000 Penalty: 4890.044922
	Iteration 17Q: 3 clusters Score -2967621 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2967749.000000 Penalty: 4890.044922
	Iteration 18Q: 3 clusters Score -2967749 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2967854.750000 Penalty: 4890.044922
	Iteration 19Q: 3 clusters Score -2967855 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2967925.750000 Penalty: 4890.044922
	Iteration 20F: 3 clusters Score -2967926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2967987.500000 Penalty: 4890.044922
	Iteration 21Q: 3 clusters Score -2967988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2968038.750000 Penalty: 4890.044922
	Iteration 22Q: 3 clusters Score -2968039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2968077.500000 Penalty: 4890.044922
	Iteration 23Q: 3 clusters Score -2968078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2968106.750000 Penalty: 4890.044922
	Iteration 24Q: 3 clusters Score -2968107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2968140.250000 Penalty: 4890.044922
	Iteration 25Q: 3 clusters Score -2968140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2968156.250000 Penalty: 4890.044922
	Iteration 26Q: 3 clusters Score -2968156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2968167.250000 Penalty: 4890.044922
	Iteration 27Q: 3 clusters Score -2968167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2968178.250000 Penalty: 4890.044922
	Iteration 28Q: 3 clusters Score -2968178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2968185.500000 Penalty: 4890.044922
	Iteration 29Q: 3 clusters Score -2968186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2968195.000000 Penalty: 4890.044922
	Iteration 30Q: 3 clusters Score -2968195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2968195.250000 Penalty: 4890.044922
	Iteration 31Q: 3 clusters Score -2968195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2968195.250000 Penalty: 4890.044922
	Iteration 32Q: 3 clusters Score -2968195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2968199.500000 Penalty: 4890.044922
	Iteration 33Q: 3 clusters Score -2968200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2968198.750000 Penalty: 4890.044922
	Iteration 34Q: 3 clusters Score -2968199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2968201.500000 Penalty: 4890.044922
	Iteration 35Q: 3 clusters Score -2968202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2968199.750000 Penalty: 4890.044922
	Iteration 36Q: 3 clusters Score -2968200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2968200.750000 Penalty: 4890.044922
	Iteration 37Q: 3 clusters Score -2968201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2968202.250000 Penalty: 4890.044922
	Iteration 38Q: 3 clusters Score -2968202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2968204.250000 Penalty: 4890.044922
	Iteration 39Q: 3 clusters Score -2968204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2968199.750000 Penalty: 4890.044922
	Iteration 40F: 3 clusters Score -2968200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2968197.000000 Penalty: 4890.044922
	Iteration 41Q: 3 clusters Score -2968197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2968196.000000 Penalty: 4890.044922
	Iteration 42Q: 3 clusters Score -2968196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2968196.000000 Penalty: 4890.044922
	Iteration 43F: 3 clusters Score -2968196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -1773162.625000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -1773163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1764704.375000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1764704 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1767300.750000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1767301 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1767626.250000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1767626 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1767849.500000 Penalty: 4630.000977
	Iteration 3Q: 3 clusters Score -1767850 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1768008.500000 Penalty: 4630.000977
	Iteration 4Q: 3 clusters Score -1768008 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1768133.500000 Penalty: 4630.000977
	Iteration 5Q: 3 clusters Score -1768134 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1768220.625000 Penalty: 4630.000977
	Iteration 6Q: 3 clusters Score -1768221 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1768301.000000 Penalty: 4630.000977
	Iteration 7Q: 3 clusters Score -1768301 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1768394.750000 Penalty: 4630.000977
	Iteration 8Q: 3 clusters Score -1768395 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1768492.500000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1768492 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1768579.500000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1768580 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1768669.250000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1768669 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1768772.500000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1768772 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1768895.000000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1768895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1769053.875000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1769054 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1769215.875000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1769216 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1769401.125000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1769401 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1769615.375000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1769615 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1769852.625000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1769853 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1770081.250000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1770081 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1770298.375000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1770298 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1770503.500000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1770504 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1770682.250000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1770682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1770828.000000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1770828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1770947.000000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1770947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1771026.875000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1771027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1771080.500000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1771080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1771112.000000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1771112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1771142.250000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1771142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1771161.125000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1771161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1771178.375000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1771178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1771182.750000 Penalty: 4630.000977
	Iteration 31Q: 3 clusters Score -1771183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1771198.375000 Penalty: 4630.000977
	Iteration 32Q: 3 clusters Score -1771198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1771202.250000 Penalty: 4630.000977
	Iteration 33Q: 3 clusters Score -1771202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1771206.000000 Penalty: 4630.000977
	Iteration 34Q: 3 clusters Score -1771206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1771206.500000 Penalty: 4630.000977
	Iteration 35Q: 3 clusters Score -1771206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1771209.750000 Penalty: 4630.000977
	Iteration 36Q: 3 clusters Score -1771210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1771210.250000 Penalty: 4630.000977
	Iteration 37Q: 3 clusters Score -1771210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1771213.500000 Penalty: 4630.000977
	Iteration 38Q: 3 clusters Score -1771214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1771216.125000 Penalty: 4630.000977
	Iteration 39Q: 3 clusters Score -1771216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1771217.375000 Penalty: 4630.000977
	Iteration 40F: 3 clusters Score -1771217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1771218.375000 Penalty: 4630.000977
	Iteration 41Q: 3 clusters Score -1771218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1771218.375000 Penalty: 4630.000977
	Iteration 42F: 3 clusters Score -1771218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -1026799.125000 Penalty: 2184.549805
	Iteration 0F: 2 clusters Score -1026799 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 3418 members 
Entering Unmasked Estep 
Score: -1021198.562500 Penalty: 4369.099609
	Iteration 0F: 3 clusters Score -1021199 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1022636.312500 Penalty: 4369.099609
	Iteration 1F: 3 clusters Score -1022636 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1023008.875000 Penalty: 4369.099609
	Iteration 2F: 3 clusters Score -1023009 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1023322.125000 Penalty: 4369.099609
	Iteration 3F: 3 clusters Score -1023322 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1023620.312500 Penalty: 4369.099609
	Iteration 4F: 3 clusters Score -1023620 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1023903.625000 Penalty: 4369.099609
	Iteration 5F: 3 clusters Score -1023904 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1024185.312500 Penalty: 4369.099609
	Iteration 6F: 3 clusters Score -1024185 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1024396.437500 Penalty: 4369.099609
	Iteration 7Q: 3 clusters Score -1024396 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1024542.312500 Penalty: 4369.099609
	Iteration 8Q: 3 clusters Score -1024542 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1024638.312500 Penalty: 4369.099609
	Iteration 9Q: 3 clusters Score -1024638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1024702.562500 Penalty: 4369.099609
	Iteration 10Q: 3 clusters Score -1024703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1024746.750000 Penalty: 4369.099609
	Iteration 11Q: 3 clusters Score -1024747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1024783.937500 Penalty: 4369.099609
	Iteration 12Q: 3 clusters Score -1024784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1024819.312500 Penalty: 4369.099609
	Iteration 13Q: 3 clusters Score -1024819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1024856.937500 Penalty: 4369.099609
	Iteration 14Q: 3 clusters Score -1024857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1024893.250000 Penalty: 4369.099609
	Iteration 15Q: 3 clusters Score -1024893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1024933.625000 Penalty: 4369.099609
	Iteration 16Q: 3 clusters Score -1024934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1024970.125000 Penalty: 4369.099609
	Iteration 17Q: 3 clusters Score -1024970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1025016.812500 Penalty: 4369.099609
	Iteration 18Q: 3 clusters Score -1025017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1025059.312500 Penalty: 4369.099609
	Iteration 19Q: 3 clusters Score -1025059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1025095.812500 Penalty: 4369.099609
	Iteration 20F: 3 clusters Score -1025096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1025122.750000 Penalty: 4369.099609
	Iteration 21Q: 3 clusters Score -1025123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1025151.437500 Penalty: 4369.099609
	Iteration 22Q: 3 clusters Score -1025151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1025175.187500 Penalty: 4369.099609
	Iteration 23Q: 3 clusters Score -1025175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1025199.500000 Penalty: 4369.099609
	Iteration 24Q: 3 clusters Score -1025200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1025220.812500 Penalty: 4369.099609
	Iteration 25Q: 3 clusters Score -1025221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1025233.750000 Penalty: 4369.099609
	Iteration 26Q: 3 clusters Score -1025234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1025241.812500 Penalty: 4369.099609
	Iteration 27Q: 3 clusters Score -1025242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1025249.562500 Penalty: 4369.099609
	Iteration 28Q: 3 clusters Score -1025250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1025254.937500 Penalty: 4369.099609
	Iteration 29Q: 3 clusters Score -1025255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1025261.625000 Penalty: 4369.099609
	Iteration 30Q: 3 clusters Score -1025262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1025264.750000 Penalty: 4369.099609
	Iteration 31Q: 3 clusters Score -1025265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1025268.687500 Penalty: 4369.099609
	Iteration 32Q: 3 clusters Score -1025269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1025270.187500 Penalty: 4369.099609
	Iteration 33Q: 3 clusters Score -1025270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1025272.312500 Penalty: 4369.099609
	Iteration 34Q: 3 clusters Score -1025272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1025277.687500 Penalty: 4369.099609
	Iteration 35Q: 3 clusters Score -1025278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1025278.000000 Penalty: 4369.099609
	Iteration 36Q: 3 clusters Score -1025278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1025277.500000 Penalty: 4369.099609
	Iteration 37Q: 3 clusters Score -1025278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1025277.500000 Penalty: 4369.099609
	Iteration 38F: 3 clusters Score -1025278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -578015.250000 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -578015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -574183.437500 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -574183.4 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -575246.125000 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -575246.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -575676.000000 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -575676 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -575983.937500 Penalty: 4104.081055
	Iteration 3F: 3 clusters Score -575983.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -576200.687500 Penalty: 4104.081055
	Iteration 4F: 3 clusters Score -576200.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -576348.375000 Penalty: 4104.081055
	Iteration 5F: 3 clusters Score -576348.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -576483.437500 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -576483.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -576591.562500 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -576591.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -576653.625000 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -576653.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -576692.375000 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -576692.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -576728.562500 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -576728.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -576752.750000 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -576752.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -576775.687500 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -576775.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -576793.750000 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -576793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -576807.062500 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -576807.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -576819.375000 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -576819.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -576834.750000 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -576834.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -576852.562500 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -576852.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -576872.250000 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -576872.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -576888.562500 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -576888.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -576896.062500 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -576896.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -576900.687500 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -576900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -576906.250000 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -576906.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -576911.000000 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -576911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -576915.375000 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -576915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -576918.437500 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -576918.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -576919.062500 Penalty: 4104.081055
	Iteration 26Q: 3 clusters Score -576919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -576920.125000 Penalty: 4104.081055
	Iteration 27Q: 3 clusters Score -576920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -576921.812500 Penalty: 4104.081055
	Iteration 28Q: 3 clusters Score -576921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -576923.875000 Penalty: 4104.081055
	Iteration 29Q: 3 clusters Score -576923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -576927.312500 Penalty: 4104.081055
	Iteration 30Q: 3 clusters Score -576927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -576928.000000 Penalty: 4104.081055
	Iteration 31Q: 3 clusters Score -576928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -576930.250000 Penalty: 4104.081055
	Iteration 32Q: 3 clusters Score -576930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -576931.687500 Penalty: 4104.081055
	Iteration 33Q: 3 clusters Score -576931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -576932.687500 Penalty: 4104.081055
	Iteration 34Q: 3 clusters Score -576932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -576933.312500 Penalty: 4104.081055
	Iteration 35Q: 3 clusters Score -576933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -576934.437500 Penalty: 4104.081055
	Iteration 36Q: 3 clusters Score -576934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -576935.687500 Penalty: 4104.081055
	Iteration 37Q: 3 clusters Score -576935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -576936.812500 Penalty: 4104.081055
	Iteration 38Q: 3 clusters Score -576936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -576939.312500 Penalty: 4104.081055
	Iteration 39Q: 3 clusters Score -576939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -576943.562500 Penalty: 4104.081055
	Iteration 40F: 3 clusters Score -576943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -576949.187500 Penalty: 4104.081055
	Iteration 41Q: 3 clusters Score -576949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -576953.062500 Penalty: 4104.081055
	Iteration 42Q: 3 clusters Score -576953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -576952.750000 Penalty: 4104.081055
	Iteration 43Q: 3 clusters Score -576952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -576954.250000 Penalty: 4104.081055
	Iteration 44Q: 3 clusters Score -576954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -576956.437500 Penalty: 4104.081055
	Iteration 45Q: 3 clusters Score -576956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -576957.312500 Penalty: 4104.081055
	Iteration 46Q: 3 clusters Score -576957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -576958.250000 Penalty: 4104.081055
	Iteration 47Q: 3 clusters Score -576958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -576960.250000 Penalty: 4104.081055
	Iteration 48Q: 3 clusters Score -576960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -576959.937500 Penalty: 4104.081055
	Iteration 49Q: 3 clusters Score -576959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -576959.937500 Penalty: 4104.081055
	Iteration 50F: 3 clusters Score -576959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -30890.078125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -30890.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29725.539062 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -29725.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29821.544922 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -29821.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29843.941406 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -29843.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29872.193359 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -29872.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29872.193359 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -29872.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Entering Unmasked Estep 
Score: -4391764.000000 Penalty: 2540.473633
	Iteration 0F: 2 clusters Score -4391764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4372398.000000 Penalty: 5080.947266
	Iteration 0F: 3 clusters Score -4372398 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4379124.000000 Penalty: 5080.947266
	Iteration 1F: 3 clusters Score -4379124 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4379676.500000 Penalty: 5080.947266
	Iteration 2Q: 3 clusters Score -4379676 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4380127.000000 Penalty: 5080.947266
	Iteration 3Q: 3 clusters Score -4380127 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4380611.000000 Penalty: 5080.947266
	Iteration 4Q: 3 clusters Score -4380611 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4381015.000000 Penalty: 5080.947266
	Iteration 5Q: 3 clusters Score -4381015 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4381342.000000 Penalty: 5080.947266
	Iteration 6Q: 3 clusters Score -4381342 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4381669.500000 Penalty: 5080.947266
	Iteration 7Q: 3 clusters Score -4381670 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4382026.000000 Penalty: 5080.947266
	Iteration 8Q: 3 clusters Score -4382026 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4382401.000000 Penalty: 5080.947266
	Iteration 9Q: 3 clusters Score -4382401 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4382815.500000 Penalty: 5080.947266
	Iteration 10Q: 3 clusters Score -4382816 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4383291.500000 Penalty: 5080.947266
	Iteration 11Q: 3 clusters Score -4383292 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4383842.000000 Penalty: 5080.947266
	Iteration 12Q: 3 clusters Score -4383842 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4384326.000000 Penalty: 5080.947266
	Iteration 13Q: 3 clusters Score -4384326 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4384760.000000 Penalty: 5080.947266
	Iteration 14Q: 3 clusters Score -4384760 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -4385039.000000 Penalty: 5080.947266
	Iteration 15Q: 3 clusters Score -4385039 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4385207.000000 Penalty: 5080.947266
	Iteration 16Q: 3 clusters Score -4385207 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4385328.000000 Penalty: 5080.947266
	Iteration 17Q: 3 clusters Score -4385328 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4385409.500000 Penalty: 5080.947266
	Iteration 18Q: 3 clusters Score -4385410 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4385481.500000 Penalty: 5080.947266
	Iteration 19Q: 3 clusters Score -4385482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4385548.500000 Penalty: 5080.947266
	Iteration 20F: 3 clusters Score -4385548 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4385624.000000 Penalty: 5080.947266
	Iteration 21Q: 3 clusters Score -4385624 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4385674.500000 Penalty: 5080.947266
	Iteration 22Q: 3 clusters Score -4385674 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4385745.000000 Penalty: 5080.947266
	Iteration 23Q: 3 clusters Score -4385745 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4385815.000000 Penalty: 5080.947266
	Iteration 24Q: 3 clusters Score -4385815 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4385894.000000 Penalty: 5080.947266
	Iteration 25Q: 3 clusters Score -4385894 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4385966.500000 Penalty: 5080.947266
	Iteration 26Q: 3 clusters Score -4385966 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4386062.500000 Penalty: 5080.947266
	Iteration 27Q: 3 clusters Score -4386062 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4386176.000000 Penalty: 5080.947266
	Iteration 28Q: 3 clusters Score -4386176 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4386287.000000 Penalty: 5080.947266
	Iteration 29Q: 3 clusters Score -4386287 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4386387.000000 Penalty: 5080.947266
	Iteration 30Q: 3 clusters Score -4386387 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4386527.500000 Penalty: 5080.947266
	Iteration 31Q: 3 clusters Score -4386528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4386692.500000 Penalty: 5080.947266
	Iteration 32Q: 3 clusters Score -4386692 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4386857.000000 Penalty: 5080.947266
	Iteration 33Q: 3 clusters Score -4386857 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4387022.000000 Penalty: 5080.947266
	Iteration 34Q: 3 clusters Score -4387022 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4387159.500000 Penalty: 5080.947266
	Iteration 35Q: 3 clusters Score -4387160 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4387342.500000 Penalty: 5080.947266
	Iteration 36Q: 3 clusters Score -4387342 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4387527.500000 Penalty: 5080.947266
	Iteration 37Q: 3 clusters Score -4387528 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4387714.000000 Penalty: 5080.947266
	Iteration 38Q: 3 clusters Score -4387714 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4387925.500000 Penalty: 5080.947266
	Iteration 39Q: 3 clusters Score -4387926 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4388112.500000 Penalty: 5080.947266
	Iteration 40F: 3 clusters Score -4388112 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4388311.500000 Penalty: 5080.947266
	Iteration 41Q: 3 clusters Score -4388312 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4388500.000000 Penalty: 5080.947266
	Iteration 42Q: 3 clusters Score -4388500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4388679.000000 Penalty: 5080.947266
	Iteration 43Q: 3 clusters Score -4388679 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4388843.500000 Penalty: 5080.947266
	Iteration 44Q: 3 clusters Score -4388844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4388973.000000 Penalty: 5080.947266
	Iteration 45Q: 3 clusters Score -4388973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4389101.500000 Penalty: 5080.947266
	Iteration 46Q: 3 clusters Score -4389102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4389192.500000 Penalty: 5080.947266
	Iteration 47Q: 3 clusters Score -4389192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4389255.000000 Penalty: 5080.947266
	Iteration 48Q: 3 clusters Score -4389255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4389296.000000 Penalty: 5080.947266
	Iteration 49Q: 3 clusters Score -4389296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4389332.000000 Penalty: 5080.947266
	Iteration 50Q: 3 clusters Score -4389332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4389354.500000 Penalty: 5080.947266
	Iteration 51Q: 3 clusters Score -4389354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4389390.500000 Penalty: 5080.947266
	Iteration 52Q: 3 clusters Score -4389390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4389420.500000 Penalty: 5080.947266
	Iteration 53Q: 3 clusters Score -4389420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4389448.000000 Penalty: 5080.947266
	Iteration 54Q: 3 clusters Score -4389448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4389474.000000 Penalty: 5080.947266
	Iteration 55Q: 3 clusters Score -4389474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4389479.500000 Penalty: 5080.947266
	Iteration 56Q: 3 clusters Score -4389480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4389501.500000 Penalty: 5080.947266
	Iteration 57Q: 3 clusters Score -4389502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4389521.500000 Penalty: 5080.947266
	Iteration 58Q: 3 clusters Score -4389522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4389542.500000 Penalty: 5080.947266
	Iteration 59Q: 3 clusters Score -4389542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4389555.000000 Penalty: 5080.947266
	Iteration 60F: 3 clusters Score -4389555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4389568.000000 Penalty: 5080.947266
	Iteration 61Q: 3 clusters Score -4389568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4389584.500000 Penalty: 5080.947266
	Iteration 62Q: 3 clusters Score -4389584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4389584.500000 Penalty: 5080.947266
	Iteration 63Q: 3 clusters Score -4389584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4389587.000000 Penalty: 5080.947266
	Iteration 64Q: 3 clusters Score -4389587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4389586.000000 Penalty: 5080.947266
	Iteration 65Q: 3 clusters Score -4389586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4389589.000000 Penalty: 5080.947266
	Iteration 66Q: 3 clusters Score -4389589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4389594.000000 Penalty: 5080.947266
	Iteration 67Q: 3 clusters Score -4389594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4389606.000000 Penalty: 5080.947266
	Iteration 68Q: 3 clusters Score -4389606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4389608.000000 Penalty: 5080.947266
	Iteration 69Q: 3 clusters Score -4389608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4389613.000000 Penalty: 5080.947266
	Iteration 70Q: 3 clusters Score -4389613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4389615.500000 Penalty: 5080.947266
	Iteration 71Q: 3 clusters Score -4389616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4389623.500000 Penalty: 5080.947266
	Iteration 72Q: 3 clusters Score -4389624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4389626.500000 Penalty: 5080.947266
	Iteration 73Q: 3 clusters Score -4389626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4389629.000000 Penalty: 5080.947266
	Iteration 74Q: 3 clusters Score -4389629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4389632.000000 Penalty: 5080.947266
	Iteration 75Q: 3 clusters Score -4389632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4389633.000000 Penalty: 5080.947266
	Iteration 76Q: 3 clusters Score -4389633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4389638.000000 Penalty: 5080.947266
	Iteration 77Q: 3 clusters Score -4389638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4389638.000000 Penalty: 5080.947266
	Iteration 78F: 3 clusters Score -4389638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -211586.937500 Penalty: 1799.911499
	Iteration 0F: 2 clusters Score -211586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -209399.640625 Penalty: 3599.822998
	Iteration 0F: 3 clusters Score -209399.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -209839.031250 Penalty: 3599.822998
	Iteration 1F: 3 clusters Score -209839 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -209984.687500 Penalty: 3599.822998
	Iteration 2F: 3 clusters Score -209984.7 nChanged 71
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: -210077.015625 Penalty: 3599.822998
	Iteration 3F: 3 clusters Score -210077 nChanged 65
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: -210147.515625 Penalty: 3599.822998
	Iteration 4Q: 3 clusters Score -210147.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210219.562500 Penalty: 3599.822998
	Iteration 5Q: 3 clusters Score -210219.6 nChanged 44
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: -210287.718750 Penalty: 3599.822998
	Iteration 6Q: 3 clusters Score -210287.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -210346.437500 Penalty: 3599.822998
	Iteration 7Q: 3 clusters Score -210346.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210391.953125 Penalty: 3599.822998
	Iteration 8Q: 3 clusters Score -210392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210439.671875 Penalty: 3599.822998
	Iteration 9Q: 3 clusters Score -210439.7 nChanged 25
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: -210465.015625 Penalty: 3599.822998
	Iteration 10Q: 3 clusters Score -210465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210495.328125 Penalty: 3599.822998
	Iteration 11Q: 3 clusters Score -210495.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210516.453125 Penalty: 3599.822998
	Iteration 12Q: 3 clusters Score -210516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210530.609375 Penalty: 3599.822998
	Iteration 13Q: 3 clusters Score -210530.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210547.687500 Penalty: 3599.822998
	Iteration 14Q: 3 clusters Score -210547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210555.890625 Penalty: 3599.822998
	Iteration 15Q: 3 clusters Score -210555.9 nChanged 10
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: -210564.296875 Penalty: 3599.822998
	Iteration 16Q: 3 clusters Score -210564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210571.500000 Penalty: 3599.822998
	Iteration 17Q: 3 clusters Score -210571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210575.953125 Penalty: 3599.822998
	Iteration 18Q: 3 clusters Score -210576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -210577.593750 Penalty: 3599.822998
	Iteration 19Q: 3 clusters Score -210577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210578.500000 Penalty: 3599.822998
	Iteration 20F: 3 clusters Score -210578.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Entering Unmasked Estep 
Score: -1973673.250000 Penalty: 2353.279785
	Iteration 0F: 2 clusters Score -1973673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1964015.375000 Penalty: 4706.559570
	Iteration 0F: 3 clusters Score -1964015 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1967163.750000 Penalty: 4706.559570
	Iteration 1F: 3 clusters Score -1967164 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1967840.375000 Penalty: 4706.559570
	Iteration 2F: 3 clusters Score -1967840 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1968651.500000 Penalty: 4706.559570
	Iteration 3F: 3 clusters Score -1968652 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1969585.375000 Penalty: 4706.559570
	Iteration 4F: 3 clusters Score -1969585 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1970405.375000 Penalty: 4706.559570
	Iteration 5F: 3 clusters Score -1970405 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1971018.250000 Penalty: 4706.559570
	Iteration 6F: 3 clusters Score -1971018 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1971390.125000 Penalty: 4706.559570
	Iteration 7Q: 3 clusters Score -1971390 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1971631.125000 Penalty: 4706.559570
	Iteration 8Q: 3 clusters Score -1971631 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1971773.500000 Penalty: 4706.559570
	Iteration 9Q: 3 clusters Score -1971774 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1971860.875000 Penalty: 4706.559570
	Iteration 10Q: 3 clusters Score -1971861 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1971934.750000 Penalty: 4706.559570
	Iteration 11Q: 3 clusters Score -1971935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1971987.875000 Penalty: 4706.559570
	Iteration 12Q: 3 clusters Score -1971988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1972046.375000 Penalty: 4706.559570
	Iteration 13Q: 3 clusters Score -1972046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1972097.625000 Penalty: 4706.559570
	Iteration 14Q: 3 clusters Score -1972098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1972149.375000 Penalty: 4706.559570
	Iteration 15Q: 3 clusters Score -1972149 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1972194.750000 Penalty: 4706.559570
	Iteration 16Q: 3 clusters Score -1972195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1972228.750000 Penalty: 4706.559570
	Iteration 17Q: 3 clusters Score -1972229 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1972257.500000 Penalty: 4706.559570
	Iteration 18Q: 3 clusters Score -1972258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1972284.500000 Penalty: 4706.559570
	Iteration 19Q: 3 clusters Score -1972284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1972307.875000 Penalty: 4706.559570
	Iteration 20F: 3 clusters Score -1972308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1972331.500000 Penalty: 4706.559570
	Iteration 21Q: 3 clusters Score -1972332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1972358.375000 Penalty: 4706.559570
	Iteration 22Q: 3 clusters Score -1972358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1972375.625000 Penalty: 4706.559570
	Iteration 23Q: 3 clusters Score -1972376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1972390.875000 Penalty: 4706.559570
	Iteration 24Q: 3 clusters Score -1972391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1972402.750000 Penalty: 4706.559570
	Iteration 25Q: 3 clusters Score -1972403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1972411.750000 Penalty: 4706.559570
	Iteration 26Q: 3 clusters Score -1972412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1972419.625000 Penalty: 4706.559570
	Iteration 27Q: 3 clusters Score -1972420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1972425.500000 Penalty: 4706.559570
	Iteration 28Q: 3 clusters Score -1972426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1972427.625000 Penalty: 4706.559570
	Iteration 29Q: 3 clusters Score -1972428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1972437.250000 Penalty: 4706.559570
	Iteration 30Q: 3 clusters Score -1972437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1972441.875000 Penalty: 4706.559570
	Iteration 31Q: 3 clusters Score -1972442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1972443.500000 Penalty: 4706.559570
	Iteration 32Q: 3 clusters Score -1972444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1972443.000000 Penalty: 4706.559570
	Iteration 33Q: 3 clusters Score -1972443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1972446.375000 Penalty: 4706.559570
	Iteration 34Q: 3 clusters Score -1972446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1972447.000000 Penalty: 4706.559570
	Iteration 35Q: 3 clusters Score -1972447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1972447.750000 Penalty: 4706.559570
	Iteration 36Q: 3 clusters Score -1972448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1972445.625000 Penalty: 4706.559570
	Iteration 37Q: 3 clusters Score -1972446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1972449.000000 Penalty: 4706.559570
	Iteration 38Q: 3 clusters Score -1972449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1972448.125000 Penalty: 4706.559570
	Iteration 39Q: 3 clusters Score -1972448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1972453.250000 Penalty: 4706.559570
	Iteration 40F: 3 clusters Score -1972453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1972453.625000 Penalty: 4706.559570
	Iteration 41Q: 3 clusters Score -1972454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1972453.750000 Penalty: 4706.559570
	Iteration 42Q: 3 clusters Score -1972454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1972457.000000 Penalty: 4706.559570
	Iteration 43Q: 3 clusters Score -1972457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1972455.000000 Penalty: 4706.559570
	Iteration 44Q: 3 clusters Score -1972455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1972456.250000 Penalty: 4706.559570
	Iteration 45Q: 3 clusters Score -1972456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1972455.750000 Penalty: 4706.559570
	Iteration 46Q: 3 clusters Score -1972456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1972454.250000 Penalty: 4706.559570
	Iteration 47Q: 3 clusters Score -1972454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1972455.375000 Penalty: 4706.559570
	Iteration 48Q: 3 clusters Score -1972455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1972455.375000 Penalty: 4706.559570
	Iteration 49Q: 3 clusters Score -1972455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1972456.000000 Penalty: 4706.559570
	Iteration 50Q: 3 clusters Score -1972456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1972460.375000 Penalty: 4706.559570
	Iteration 51Q: 3 clusters Score -1972460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1972459.625000 Penalty: 4706.559570
	Iteration 52Q: 3 clusters Score -1972460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1972460.500000 Penalty: 4706.559570
	Iteration 53Q: 3 clusters Score -1972460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1972460.500000 Penalty: 4706.559570
	Iteration 54Q: 3 clusters Score -1972460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1972461.625000 Penalty: 4706.559570
	Iteration 55Q: 3 clusters Score -1972462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1972461.500000 Penalty: 4706.559570
	Iteration 56Q: 3 clusters Score -1972462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1972462.500000 Penalty: 4706.559570
	Iteration 57Q: 3 clusters Score -1972462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1972461.625000 Penalty: 4706.559570
	Iteration 58Q: 3 clusters Score -1972462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1972462.375000 Penalty: 4706.559570
	Iteration 59Q: 3 clusters Score -1972462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1972464.250000 Penalty: 4706.559570
	Iteration 60F: 3 clusters Score -1972464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -165185.562500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -165185.6 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 580 members 
Entering Unmasked Estep 
Score: -163158.718750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -163158.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163496.593750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -163496.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -163597.531250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -163597.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -163643.453125 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -163643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163680.015625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -163680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -163711.828125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -163711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -163735.265625 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -163735.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163767.250000 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -163767.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163790.828125 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -163790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163808.812500 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -163808.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163824.640625 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -163824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163849.500000 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -163849.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163878.921875 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -163878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -163915.250000 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -163915.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -163946.796875 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -163946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -163981.046875 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -163981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164000.453125 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -164000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164010.046875 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -164010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -164020.156250 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -164020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164030.296875 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -164030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -164037.593750 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -164037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -164051.375000 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -164051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -164057.390625 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -164057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -164060.453125 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -164060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -164063.796875 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -164063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164065.687500 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -164065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164065.687500 Penalty: 3492.540283
	Iteration 26F: 3 clusters Score -164065.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -1155660.625000 Penalty: 2224.478027
	Iteration 0F: 2 clusters Score -1155661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1149373.375000 Penalty: 4448.956055
	Iteration 0F: 3 clusters Score -1149373 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1151239.000000 Penalty: 4448.956055
	Iteration 1F: 3 clusters Score -1151239 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1151705.500000 Penalty: 4448.956055
	Iteration 2F: 3 clusters Score -1151706 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1152225.125000 Penalty: 4448.956055
	Iteration 3F: 3 clusters Score -1152225 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1152995.375000 Penalty: 4448.956055
	Iteration 4F: 3 clusters Score -1152995 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1154013.875000 Penalty: 4448.956055
	Iteration 5F: 3 clusters Score -1154014 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1154823.375000 Penalty: 4448.956055
	Iteration 6F: 3 clusters Score -1154823 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1155389.000000 Penalty: 4448.956055
	Iteration 7F: 3 clusters Score -1155389 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1155780.625000 Penalty: 4448.956055
	Iteration 8Q: 3 clusters Score -1155781 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1156003.750000 Penalty: 4448.956055
	Iteration 9Q: 3 clusters Score -1156004 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1156118.375000 Penalty: 4448.956055
	Iteration 10Q: 3 clusters Score -1156118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1156176.000000 Penalty: 4448.956055
	Iteration 11Q: 3 clusters Score -1156176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1156227.000000 Penalty: 4448.956055
	Iteration 12Q: 3 clusters Score -1156227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1156255.000000 Penalty: 4448.956055
	Iteration 13Q: 3 clusters Score -1156255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1156287.875000 Penalty: 4448.956055
	Iteration 14Q: 3 clusters Score -1156288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1156301.750000 Penalty: 4448.956055
	Iteration 15Q: 3 clusters Score -1156302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1156319.500000 Penalty: 4448.956055
	Iteration 16Q: 3 clusters Score -1156320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1156329.750000 Penalty: 4448.956055
	Iteration 17Q: 3 clusters Score -1156330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1156336.375000 Penalty: 4448.956055
	Iteration 18Q: 3 clusters Score -1156336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1156344.625000 Penalty: 4448.956055
	Iteration 19Q: 3 clusters Score -1156345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1156350.375000 Penalty: 4448.956055
	Iteration 20F: 3 clusters Score -1156350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1156351.375000 Penalty: 4448.956055
	Iteration 21Q: 3 clusters Score -1156351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1156353.250000 Penalty: 4448.956055
	Iteration 22Q: 3 clusters Score -1156353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1156355.500000 Penalty: 4448.956055
	Iteration 23Q: 3 clusters Score -1156356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1156356.125000 Penalty: 4448.956055
	Iteration 24Q: 3 clusters Score -1156356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1156360.625000 Penalty: 4448.956055
	Iteration 25Q: 3 clusters Score -1156361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1156360.750000 Penalty: 4448.956055
	Iteration 26Q: 3 clusters Score -1156361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1156360.625000 Penalty: 4448.956055
	Iteration 27Q: 3 clusters Score -1156361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1156364.375000 Penalty: 4448.956055
	Iteration 28Q: 3 clusters Score -1156364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1156364.125000 Penalty: 4448.956055
	Iteration 29Q: 3 clusters Score -1156364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1156364.250000 Penalty: 4448.956055
	Iteration 30Q: 3 clusters Score -1156364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1156366.250000 Penalty: 4448.956055
	Iteration 31Q: 3 clusters Score -1156366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1156368.250000 Penalty: 4448.956055
	Iteration 32Q: 3 clusters Score -1156368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1156368.000000 Penalty: 4448.956055
	Iteration 33Q: 3 clusters Score -1156368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1156366.750000 Penalty: 4448.956055
	Iteration 34Q: 3 clusters Score -1156367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1156366.750000 Penalty: 4448.956055
	Iteration 35F: 3 clusters Score -1156367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 4975 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Mstep: Class 44 contains 2886 members 
Entering Unmasked Estep 
Score: -120395552.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120396072.000000 to -120395552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (17432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Entering Unmasked Estep 
Score: -2739358.250000 Penalty: 2421.983643
	Iteration 0F: 2 clusters Score -2739358 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 8654 members 
Entering Unmasked Estep 
Score: -2726913.500000 Penalty: 4843.967285
	Iteration 0F: 3 clusters Score -2726914 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2731067.250000 Penalty: 4843.967285
	Iteration 1F: 3 clusters Score -2731067 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2731535.500000 Penalty: 4843.967285
	Iteration 2F: 3 clusters Score -2731536 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2731934.750000 Penalty: 4843.967285
	Iteration 3F: 3 clusters Score -2731935 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2732332.500000 Penalty: 4843.967285
	Iteration 4Q: 3 clusters Score -2732332 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2732747.000000 Penalty: 4843.967285
	Iteration 5Q: 3 clusters Score -2732747 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2733124.750000 Penalty: 4843.967285
	Iteration 6Q: 3 clusters Score -2733125 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2733470.500000 Penalty: 4843.967285
	Iteration 7Q: 3 clusters Score -2733470 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2733753.000000 Penalty: 4843.967285
	Iteration 8Q: 3 clusters Score -2733753 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2733958.500000 Penalty: 4843.967285
	Iteration 9Q: 3 clusters Score -2733958 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2734107.500000 Penalty: 4843.967285
	Iteration 10Q: 3 clusters Score -2734108 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2734206.500000 Penalty: 4843.967285
	Iteration 11Q: 3 clusters Score -2734206 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2734302.500000 Penalty: 4843.967285
	Iteration 12Q: 3 clusters Score -2734302 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2734394.250000 Penalty: 4843.967285
	Iteration 13Q: 3 clusters Score -2734394 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2734498.750000 Penalty: 4843.967285
	Iteration 14Q: 3 clusters Score -2734499 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2734612.000000 Penalty: 4843.967285
	Iteration 15Q: 3 clusters Score -2734612 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2734742.250000 Penalty: 4843.967285
	Iteration 16Q: 3 clusters Score -2734742 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2734902.250000 Penalty: 4843.967285
	Iteration 17Q: 3 clusters Score -2734902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2735067.250000 Penalty: 4843.967285
	Iteration 18Q: 3 clusters Score -2735067 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2735256.250000 Penalty: 4843.967285
	Iteration 19Q: 3 clusters Score -2735256 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2735441.250000 Penalty: 4843.967285
	Iteration 20F: 3 clusters Score -2735441 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2735663.000000 Penalty: 4843.967285
	Iteration 21Q: 3 clusters Score -2735663 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2735865.000000 Penalty: 4843.967285
	Iteration 22Q: 3 clusters Score -2735865 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2736037.500000 Penalty: 4843.967285
	Iteration 23Q: 3 clusters Score -2736038 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2736199.500000 Penalty: 4843.967285
	Iteration 24Q: 3 clusters Score -2736200 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2736376.250000 Penalty: 4843.967285
	Iteration 25Q: 3 clusters Score -2736376 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2736562.500000 Penalty: 4843.967285
	Iteration 26Q: 3 clusters Score -2736562 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2736702.000000 Penalty: 4843.967285
	Iteration 27Q: 3 clusters Score -2736702 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2736821.000000 Penalty: 4843.967285
	Iteration 28Q: 3 clusters Score -2736821 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2736909.250000 Penalty: 4843.967285
	Iteration 29Q: 3 clusters Score -2736909 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2736989.000000 Penalty: 4843.967285
	Iteration 30Q: 3 clusters Score -2736989 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2737063.250000 Penalty: 4843.967285
	Iteration 31Q: 3 clusters Score -2737063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2737114.000000 Penalty: 4843.967285
	Iteration 32Q: 3 clusters Score -2737114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2737160.000000 Penalty: 4843.967285
	Iteration 33Q: 3 clusters Score -2737160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2737200.500000 Penalty: 4843.967285
	Iteration 34Q: 3 clusters Score -2737200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2737228.750000 Penalty: 4843.967285
	Iteration 35Q: 3 clusters Score -2737229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2737246.500000 Penalty: 4843.967285
	Iteration 36Q: 3 clusters Score -2737246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2737287.250000 Penalty: 4843.967285
	Iteration 37Q: 3 clusters Score -2737287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2737314.000000 Penalty: 4843.967285
	Iteration 38Q: 3 clusters Score -2737314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2737327.000000 Penalty: 4843.967285
	Iteration 39Q: 3 clusters Score -2737327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2737346.000000 Penalty: 4843.967285
	Iteration 40F: 3 clusters Score -2737346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2737358.750000 Penalty: 4843.967285
	Iteration 41Q: 3 clusters Score -2737359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2737368.500000 Penalty: 4843.967285
	Iteration 42Q: 3 clusters Score -2737368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2737384.500000 Penalty: 4843.967285
	Iteration 43Q: 3 clusters Score -2737384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2737400.000000 Penalty: 4843.967285
	Iteration 44Q: 3 clusters Score -2737400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2737419.250000 Penalty: 4843.967285
	Iteration 45Q: 3 clusters Score -2737419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2737434.750000 Penalty: 4843.967285
	Iteration 46Q: 3 clusters Score -2737435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2737450.750000 Penalty: 4843.967285
	Iteration 47Q: 3 clusters Score -2737451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2737463.000000 Penalty: 4843.967285
	Iteration 48Q: 3 clusters Score -2737463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2737477.500000 Penalty: 4843.967285
	Iteration 49Q: 3 clusters Score -2737478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2737487.000000 Penalty: 4843.967285
	Iteration 50Q: 3 clusters Score -2737487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2737484.750000 Penalty: 4843.967285
	Iteration 51Q: 3 clusters Score -2737485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2737490.750000 Penalty: 4843.967285
	Iteration 52Q: 3 clusters Score -2737491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2737491.000000 Penalty: 4843.967285
	Iteration 53Q: 3 clusters Score -2737491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2737487.750000 Penalty: 4843.967285
	Iteration 54Q: 3 clusters Score -2737488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2737490.750000 Penalty: 4843.967285
	Iteration 55Q: 3 clusters Score -2737491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2737490.750000 Penalty: 4843.967285
	Iteration 56Q: 3 clusters Score -2737491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2737490.750000 Penalty: 4843.967285
	Iteration 57F: 3 clusters Score -2737491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -26802.576172 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -26802.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25896.732422 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -25896.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26126.552734 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -26126.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26186.511719 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -26186.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26271.917969 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -26271.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26309.750000 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -26309.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26335.822266 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -26335.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26378.314453 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -26378.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26448.818359 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -26448.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26525.404297 Penalty: 2714.246094
	Iteration 8Q: 3 clusters Score -26525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26597.710938 Penalty: 2714.246094
	Iteration 9Q: 3 clusters Score -26597.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26741.328125 Penalty: 2714.246094
	Iteration 10Q: 3 clusters Score -26741.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26860.496094 Penalty: 2714.246094
	Iteration 11Q: 3 clusters Score -26860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26915.957031 Penalty: 2714.246094
	Iteration 12Q: 3 clusters Score -26915.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26992.246094 Penalty: 2714.246094
	Iteration 13Q: 3 clusters Score -26992.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27032.552734 Penalty: 2714.246094
	Iteration 14Q: 3 clusters Score -27032.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27057.605469 Penalty: 2714.246094
	Iteration 15Q: 3 clusters Score -27057.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27057.605469 Penalty: 2714.246094
	Iteration 16F: 3 clusters Score -27057.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 125 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Mstep: Class 44 contains 113 members 
Entering Unmasked Estep 
Score: -120394280.000000 Penalty: 148260.671875
Splitting cluster 32 changes total score from -120396072.000000 to -120394280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Entering Unmasked Estep 
Score: -1339830.125000 Penalty: 2263.135010
	Iteration 0F: 2 clusters Score -1339830 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 4540 members 
Entering Unmasked Estep 
Score: -1332761.750000 Penalty: 4526.270020
	Iteration 0F: 3 clusters Score -1332762 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1334862.375000 Penalty: 4526.270020
	Iteration 1F: 3 clusters Score -1334862 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1335202.625000 Penalty: 4526.270020
	Iteration 2F: 3 clusters Score -1335203 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1335487.125000 Penalty: 4526.270020
	Iteration 3F: 3 clusters Score -1335487 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1335760.375000 Penalty: 4526.270020
	Iteration 4Q: 3 clusters Score -1335760 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1336026.500000 Penalty: 4526.270020
	Iteration 5Q: 3 clusters Score -1336026 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1336304.000000 Penalty: 4526.270020
	Iteration 6Q: 3 clusters Score -1336304 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1336574.125000 Penalty: 4526.270020
	Iteration 7Q: 3 clusters Score -1336574 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1336834.375000 Penalty: 4526.270020
	Iteration 8Q: 3 clusters Score -1336834 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1337094.375000 Penalty: 4526.270020
	Iteration 9Q: 3 clusters Score -1337094 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1337332.500000 Penalty: 4526.270020
	Iteration 10Q: 3 clusters Score -1337332 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1337550.625000 Penalty: 4526.270020
	Iteration 11Q: 3 clusters Score -1337551 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1337733.750000 Penalty: 4526.270020
	Iteration 12Q: 3 clusters Score -1337734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1337865.250000 Penalty: 4526.270020
	Iteration 13Q: 3 clusters Score -1337865 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1337984.125000 Penalty: 4526.270020
	Iteration 14Q: 3 clusters Score -1337984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1338050.875000 Penalty: 4526.270020
	Iteration 15Q: 3 clusters Score -1338051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1338107.625000 Penalty: 4526.270020
	Iteration 16Q: 3 clusters Score -1338108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1338143.250000 Penalty: 4526.270020
	Iteration 17Q: 3 clusters Score -1338143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1338188.750000 Penalty: 4526.270020
	Iteration 18Q: 3 clusters Score -1338189 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1338223.125000 Penalty: 4526.270020
	Iteration 19Q: 3 clusters Score -1338223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1338255.375000 Penalty: 4526.270020
	Iteration 20F: 3 clusters Score -1338255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1338293.125000 Penalty: 4526.270020
	Iteration 21Q: 3 clusters Score -1338293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1338331.125000 Penalty: 4526.270020
	Iteration 22Q: 3 clusters Score -1338331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1338362.500000 Penalty: 4526.270020
	Iteration 23Q: 3 clusters Score -1338362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1338386.125000 Penalty: 4526.270020
	Iteration 24Q: 3 clusters Score -1338386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1338404.500000 Penalty: 4526.270020
	Iteration 25Q: 3 clusters Score -1338404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1338416.250000 Penalty: 4526.270020
	Iteration 26Q: 3 clusters Score -1338416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1338427.625000 Penalty: 4526.270020
	Iteration 27Q: 3 clusters Score -1338428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1338434.750000 Penalty: 4526.270020
	Iteration 28Q: 3 clusters Score -1338435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1338441.625000 Penalty: 4526.270020
	Iteration 29Q: 3 clusters Score -1338442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1338443.125000 Penalty: 4526.270020
	Iteration 30Q: 3 clusters Score -1338443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1338451.500000 Penalty: 4526.270020
	Iteration 31Q: 3 clusters Score -1338452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1338451.750000 Penalty: 4526.270020
	Iteration 32Q: 3 clusters Score -1338452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1338458.000000 Penalty: 4526.270020
	Iteration 33Q: 3 clusters Score -1338458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1338459.125000 Penalty: 4526.270020
	Iteration 34Q: 3 clusters Score -1338459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1338461.250000 Penalty: 4526.270020
	Iteration 35Q: 3 clusters Score -1338461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1338460.375000 Penalty: 4526.270020
	Iteration 36Q: 3 clusters Score -1338460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1338461.000000 Penalty: 4526.270020
	Iteration 37Q: 3 clusters Score -1338461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1338463.375000 Penalty: 4526.270020
	Iteration 38Q: 3 clusters Score -1338463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1338462.500000 Penalty: 4526.270020
	Iteration 39Q: 3 clusters Score -1338462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1338463.875000 Penalty: 4526.270020
	Iteration 40F: 3 clusters Score -1338464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1338464.750000 Penalty: 4526.270020
	Iteration 41Q: 3 clusters Score -1338465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1338463.750000 Penalty: 4526.270020
	Iteration 42Q: 3 clusters Score -1338464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1338466.125000 Penalty: 4526.270020
	Iteration 43Q: 3 clusters Score -1338466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1338465.375000 Penalty: 4526.270020
	Iteration 44Q: 3 clusters Score -1338465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1338467.750000 Penalty: 4526.270020
	Iteration 45Q: 3 clusters Score -1338468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1338467.375000 Penalty: 4526.270020
	Iteration 46Q: 3 clusters Score -1338467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1338466.875000 Penalty: 4526.270020
	Iteration 47Q: 3 clusters Score -1338467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1338466.125000 Penalty: 4526.270020
	Iteration 48Q: 3 clusters Score -1338466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1338464.375000 Penalty: 4526.270020
	Iteration 49Q: 3 clusters Score -1338464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1338467.375000 Penalty: 4526.270020
	Iteration 50Q: 3 clusters Score -1338467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1338467.750000 Penalty: 4526.270020
	Iteration 51Q: 3 clusters Score -1338468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1338470.375000 Penalty: 4526.270020
	Iteration 52Q: 3 clusters Score -1338470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1338469.250000 Penalty: 4526.270020
	Iteration 53Q: 3 clusters Score -1338469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1338469.625000 Penalty: 4526.270020
	Iteration 54Q: 3 clusters Score -1338470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1338471.875000 Penalty: 4526.270020
	Iteration 55Q: 3 clusters Score -1338472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1338469.500000 Penalty: 4526.270020
	Iteration 56Q: 3 clusters Score -1338470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1338470.750000 Penalty: 4526.270020
	Iteration 57Q: 3 clusters Score -1338471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1338478.250000 Penalty: 4526.270020
	Iteration 58Q: 3 clusters Score -1338478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1338478.750000 Penalty: 4526.270020
	Iteration 59Q: 3 clusters Score -1338479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1338483.625000 Penalty: 4526.270020
	Iteration 60F: 3 clusters Score -1338484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1338483.375000 Penalty: 4526.270020
	Iteration 61Q: 3 clusters Score -1338483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1338482.375000 Penalty: 4526.270020
	Iteration 62Q: 3 clusters Score -1338482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1338482.375000 Penalty: 4526.270020
	Iteration 63F: 3 clusters Score -1338482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -30767.279297 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -30767.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29756.265625 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -29756.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29928.052734 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -29928.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29982.437500 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -29982.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30009.310547 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -30009.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30016.855469 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -30016.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30018.964844 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -30018.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30022.708984 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -30022.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30025.492188 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -30025.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30025.492188 Penalty: 2724.558594
	Iteration 8F: 3 clusters Score -30025.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Entering Unmasked Estep 
Score: -4585209.000000 Penalty: 2564.415771
	Iteration 0F: 2 clusters Score -4585209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4564100.500000 Penalty: 5128.831543
	Iteration 0F: 3 clusters Score -4564100 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4572247.500000 Penalty: 5128.831543
	Iteration 1F: 3 clusters Score -4572248 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4573430.000000 Penalty: 5128.831543
	Iteration 2F: 3 clusters Score -4573430 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4575042.500000 Penalty: 5128.831543
	Iteration 3F: 3 clusters Score -4575042 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4576806.000000 Penalty: 5128.831543
	Iteration 4F: 3 clusters Score -4576806 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4578260.500000 Penalty: 5128.831543
	Iteration 5F: 3 clusters Score -4578260 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4579255.000000 Penalty: 5128.831543
	Iteration 6F: 3 clusters Score -4579255 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4579903.500000 Penalty: 5128.831543
	Iteration 7Q: 3 clusters Score -4579904 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4580362.000000 Penalty: 5128.831543
	Iteration 8Q: 3 clusters Score -4580362 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4580719.500000 Penalty: 5128.831543
	Iteration 9Q: 3 clusters Score -4580720 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4580942.500000 Penalty: 5128.831543
	Iteration 10Q: 3 clusters Score -4580942 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4581093.500000 Penalty: 5128.831543
	Iteration 11Q: 3 clusters Score -4581094 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4581231.000000 Penalty: 5128.831543
	Iteration 12Q: 3 clusters Score -4581231 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -4581301.500000 Penalty: 5128.831543
	Iteration 13Q: 3 clusters Score -4581302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4581350.000000 Penalty: 5128.831543
	Iteration 14Q: 3 clusters Score -4581350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4581403.000000 Penalty: 5128.831543
	Iteration 15Q: 3 clusters Score -4581403 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4581415.500000 Penalty: 5128.831543
	Iteration 16Q: 3 clusters Score -4581416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4581433.500000 Penalty: 5128.831543
	Iteration 17Q: 3 clusters Score -4581434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4581426.500000 Penalty: 5128.831543
	Iteration 18Q: 3 clusters Score -4581426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4581451.000000 Penalty: 5128.831543
	Iteration 19Q: 3 clusters Score -4581451 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4581464.500000 Penalty: 5128.831543
	Iteration 20F: 3 clusters Score -4581464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4581477.500000 Penalty: 5128.831543
	Iteration 21Q: 3 clusters Score -4581478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4581494.000000 Penalty: 5128.831543
	Iteration 22Q: 3 clusters Score -4581494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4581503.500000 Penalty: 5128.831543
	Iteration 23Q: 3 clusters Score -4581504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4581532.500000 Penalty: 5128.831543
	Iteration 24Q: 3 clusters Score -4581532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4581543.000000 Penalty: 5128.831543
	Iteration 25Q: 3 clusters Score -4581543 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4581543.000000 Penalty: 5128.831543
	Iteration 26Q: 3 clusters Score -4581543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4581540.000000 Penalty: 5128.831543
	Iteration 27Q: 3 clusters Score -4581540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4581543.000000 Penalty: 5128.831543
	Iteration 28Q: 3 clusters Score -4581543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4581549.500000 Penalty: 5128.831543
	Iteration 29Q: 3 clusters Score -4581550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4581555.500000 Penalty: 5128.831543
	Iteration 30Q: 3 clusters Score -4581556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4581570.000000 Penalty: 5128.831543
	Iteration 31Q: 3 clusters Score -4581570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4581570.500000 Penalty: 5128.831543
	Iteration 32Q: 3 clusters Score -4581570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4581584.000000 Penalty: 5128.831543
	Iteration 33Q: 3 clusters Score -4581584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4581582.000000 Penalty: 5128.831543
	Iteration 34Q: 3 clusters Score -4581582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4581588.000000 Penalty: 5128.831543
	Iteration 35Q: 3 clusters Score -4581588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4581591.500000 Penalty: 5128.831543
	Iteration 36Q: 3 clusters Score -4581592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4581594.500000 Penalty: 5128.831543
	Iteration 37Q: 3 clusters Score -4581594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4581604.000000 Penalty: 5128.831543
	Iteration 38Q: 3 clusters Score -4581604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4581618.500000 Penalty: 5128.831543
	Iteration 39Q: 3 clusters Score -4581618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4581648.500000 Penalty: 5128.831543
	Iteration 40F: 3 clusters Score -4581648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4581651.000000 Penalty: 5128.831543
	Iteration 41Q: 3 clusters Score -4581651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4581663.000000 Penalty: 5128.831543
	Iteration 42Q: 3 clusters Score -4581663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4581670.000000 Penalty: 5128.831543
	Iteration 43Q: 3 clusters Score -4581670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4581698.000000 Penalty: 5128.831543
	Iteration 44Q: 3 clusters Score -4581698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4581716.000000 Penalty: 5128.831543
	Iteration 45Q: 3 clusters Score -4581716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4581762.500000 Penalty: 5128.831543
	Iteration 46Q: 3 clusters Score -4581762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4581781.500000 Penalty: 5128.831543
	Iteration 47Q: 3 clusters Score -4581782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4581792.500000 Penalty: 5128.831543
	Iteration 48Q: 3 clusters Score -4581792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4581794.500000 Penalty: 5128.831543
	Iteration 49Q: 3 clusters Score -4581794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4581827.000000 Penalty: 5128.831543
	Iteration 50Q: 3 clusters Score -4581827 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4581857.500000 Penalty: 5128.831543
	Iteration 51Q: 3 clusters Score -4581858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4581881.500000 Penalty: 5128.831543
	Iteration 52Q: 3 clusters Score -4581882 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4581895.500000 Penalty: 5128.831543
	Iteration 53Q: 3 clusters Score -4581896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4581951.500000 Penalty: 5128.831543
	Iteration 54Q: 3 clusters Score -4581952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4581980.500000 Penalty: 5128.831543
	Iteration 55Q: 3 clusters Score -4581980 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4582028.500000 Penalty: 5128.831543
	Iteration 56Q: 3 clusters Score -4582028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4582062.000000 Penalty: 5128.831543
	Iteration 57Q: 3 clusters Score -4582062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4582105.000000 Penalty: 5128.831543
	Iteration 58Q: 3 clusters Score -4582105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4582140.500000 Penalty: 5128.831543
	Iteration 59Q: 3 clusters Score -4582140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4582187.000000 Penalty: 5128.831543
	Iteration 60F: 3 clusters Score -4582187 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4582230.000000 Penalty: 5128.831543
	Iteration 61Q: 3 clusters Score -4582230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4582274.000000 Penalty: 5128.831543
	Iteration 62Q: 3 clusters Score -4582274 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4582301.000000 Penalty: 5128.831543
	Iteration 63Q: 3 clusters Score -4582301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4582352.000000 Penalty: 5128.831543
	Iteration 64Q: 3 clusters Score -4582352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4582394.500000 Penalty: 5128.831543
	Iteration 65Q: 3 clusters Score -4582394 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4582438.500000 Penalty: 5128.831543
	Iteration 66Q: 3 clusters Score -4582438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4582464.500000 Penalty: 5128.831543
	Iteration 67Q: 3 clusters Score -4582464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4582514.000000 Penalty: 5128.831543
	Iteration 68Q: 3 clusters Score -4582514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4582574.500000 Penalty: 5128.831543
	Iteration 69Q: 3 clusters Score -4582574 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4582625.000000 Penalty: 5128.831543
	Iteration 70Q: 3 clusters Score -4582625 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4582673.000000 Penalty: 5128.831543
	Iteration 71Q: 3 clusters Score -4582673 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4582713.000000 Penalty: 5128.831543
	Iteration 72Q: 3 clusters Score -4582713 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4582773.000000 Penalty: 5128.831543
	Iteration 73Q: 3 clusters Score -4582773 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4582804.500000 Penalty: 5128.831543
	Iteration 74Q: 3 clusters Score -4582804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -4582861.000000 Penalty: 5128.831543
	Iteration 75Q: 3 clusters Score -4582861 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4582926.500000 Penalty: 5128.831543
	Iteration 76Q: 3 clusters Score -4582926 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4582980.000000 Penalty: 5128.831543
	Iteration 77Q: 3 clusters Score -4582980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4583054.000000 Penalty: 5128.831543
	Iteration 78Q: 3 clusters Score -4583054 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4583096.500000 Penalty: 5128.831543
	Iteration 79Q: 3 clusters Score -4583096 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4583193.500000 Penalty: 5128.831543
	Iteration 80F: 3 clusters Score -4583194 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4583240.500000 Penalty: 5128.831543
	Iteration 81Q: 3 clusters Score -4583240 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4583317.500000 Penalty: 5128.831543
	Iteration 82Q: 3 clusters Score -4583318 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4583418.500000 Penalty: 5128.831543
	Iteration 83Q: 3 clusters Score -4583418 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -4583489.500000 Penalty: 5128.831543
	Iteration 84Q: 3 clusters Score -4583490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4583572.000000 Penalty: 5128.831543
	Iteration 85Q: 3 clusters Score -4583572 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4583644.500000 Penalty: 5128.831543
	Iteration 86Q: 3 clusters Score -4583644 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4583717.000000 Penalty: 5128.831543
	Iteration 87Q: 3 clusters Score -4583717 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -4583806.000000 Penalty: 5128.831543
	Iteration 88Q: 3 clusters Score -4583806 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4583868.500000 Penalty: 5128.831543
	Iteration 89Q: 3 clusters Score -4583868 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -4583935.500000 Penalty: 5128.831543
	Iteration 90Q: 3 clusters Score -4583936 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4583952.000000 Penalty: 5128.831543
	Iteration 91Q: 3 clusters Score -4583952 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4583997.500000 Penalty: 5128.831543
	Iteration 92Q: 3 clusters Score -4583998 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4584035.000000 Penalty: 5128.831543
	Iteration 93Q: 3 clusters Score -4584035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4584096.500000 Penalty: 5128.831543
	Iteration 94Q: 3 clusters Score -4584096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4584134.500000 Penalty: 5128.831543
	Iteration 95Q: 3 clusters Score -4584134 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4584177.500000 Penalty: 5128.831543
	Iteration 96Q: 3 clusters Score -4584178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4584220.500000 Penalty: 5128.831543
	Iteration 97Q: 3 clusters Score -4584220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4584237.000000 Penalty: 5128.831543
	Iteration 98Q: 3 clusters Score -4584237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4584264.000000 Penalty: 5128.831543
	Iteration 99Q: 3 clusters Score -4584264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4584291.500000 Penalty: 5128.831543
	Iteration 100F: 3 clusters Score -4584292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4584325.000000 Penalty: 5128.831543
	Iteration 101Q: 3 clusters Score -4584325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4584356.500000 Penalty: 5128.831543
	Iteration 102Q: 3 clusters Score -4584356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4584385.000000 Penalty: 5128.831543
	Iteration 103Q: 3 clusters Score -4584385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4584412.500000 Penalty: 5128.831543
	Iteration 104Q: 3 clusters Score -4584412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4584444.500000 Penalty: 5128.831543
	Iteration 105Q: 3 clusters Score -4584444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4584486.500000 Penalty: 5128.831543
	Iteration 106Q: 3 clusters Score -4584486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4584520.000000 Penalty: 5128.831543
	Iteration 107Q: 3 clusters Score -4584520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4584560.500000 Penalty: 5128.831543
	Iteration 108Q: 3 clusters Score -4584560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4584588.500000 Penalty: 5128.831543
	Iteration 109Q: 3 clusters Score -4584588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4584634.500000 Penalty: 5128.831543
	Iteration 110Q: 3 clusters Score -4584634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4584672.500000 Penalty: 5128.831543
	Iteration 111Q: 3 clusters Score -4584672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4584708.000000 Penalty: 5128.831543
	Iteration 112Q: 3 clusters Score -4584708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4584750.500000 Penalty: 5128.831543
	Iteration 113Q: 3 clusters Score -4584750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4584778.000000 Penalty: 5128.831543
	Iteration 114Q: 3 clusters Score -4584778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4584818.500000 Penalty: 5128.831543
	Iteration 115Q: 3 clusters Score -4584818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4584858.000000 Penalty: 5128.831543
	Iteration 116Q: 3 clusters Score -4584858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4584886.500000 Penalty: 5128.831543
	Iteration 117Q: 3 clusters Score -4584886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4584908.000000 Penalty: 5128.831543
	Iteration 118Q: 3 clusters Score -4584908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4584926.000000 Penalty: 5128.831543
	Iteration 119Q: 3 clusters Score -4584926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4584932.500000 Penalty: 5128.831543
	Iteration 120F: 3 clusters Score -4584932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4584940.000000 Penalty: 5128.831543
	Iteration 121Q: 3 clusters Score -4584940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4584958.500000 Penalty: 5128.831543
	Iteration 122Q: 3 clusters Score -4584958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4584983.000000 Penalty: 5128.831543
	Iteration 123Q: 3 clusters Score -4584983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4585003.000000 Penalty: 5128.831543
	Iteration 124Q: 3 clusters Score -4585003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4585019.000000 Penalty: 5128.831543
	Iteration 125Q: 3 clusters Score -4585019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4585026.500000 Penalty: 5128.831543
	Iteration 126Q: 3 clusters Score -4585026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4585051.000000 Penalty: 5128.831543
	Iteration 127Q: 3 clusters Score -4585051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4585075.000000 Penalty: 5128.831543
	Iteration 128Q: 3 clusters Score -4585075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4585103.000000 Penalty: 5128.831543
	Iteration 129Q: 3 clusters Score -4585103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4585110.500000 Penalty: 5128.831543
	Iteration 130Q: 3 clusters Score -4585110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4585128.000000 Penalty: 5128.831543
	Iteration 131Q: 3 clusters Score -4585128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4585154.500000 Penalty: 5128.831543
	Iteration 132Q: 3 clusters Score -4585154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4585162.500000 Penalty: 5128.831543
	Iteration 133Q: 3 clusters Score -4585162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4585173.500000 Penalty: 5128.831543
	Iteration 134Q: 3 clusters Score -4585174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4585187.000000 Penalty: 5128.831543
	Iteration 135Q: 3 clusters Score -4585187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4585201.000000 Penalty: 5128.831543
	Iteration 136Q: 3 clusters Score -4585201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4585199.000000 Penalty: 5128.831543
	Iteration 137Q: 3 clusters Score -4585199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4585209.000000 Penalty: 5128.831543
	Iteration 138Q: 3 clusters Score -4585209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4585219.000000 Penalty: 5128.831543
	Iteration 139Q: 3 clusters Score -4585219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4585223.000000 Penalty: 5128.831543
	Iteration 140F: 3 clusters Score -4585223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4585224.000000 Penalty: 5128.831543
	Iteration 141Q: 3 clusters Score -4585224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4585225.500000 Penalty: 5128.831543
	Iteration 142Q: 3 clusters Score -4585226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4585227.000000 Penalty: 5128.831543
	Iteration 143Q: 3 clusters Score -4585227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4585233.500000 Penalty: 5128.831543
	Iteration 144Q: 3 clusters Score -4585234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4585237.500000 Penalty: 5128.831543
	Iteration 145Q: 3 clusters Score -4585238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4585237.000000 Penalty: 5128.831543
	Iteration 146Q: 3 clusters Score -4585237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4585236.500000 Penalty: 5128.831543
	Iteration 147Q: 3 clusters Score -4585236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4585242.000000 Penalty: 5128.831543
	Iteration 148Q: 3 clusters Score -4585242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4585251.000000 Penalty: 5128.831543
	Iteration 149Q: 3 clusters Score -4585251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4585257.000000 Penalty: 5128.831543
	Iteration 150Q: 3 clusters Score -4585257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4585259.500000 Penalty: 5128.831543
	Iteration 151Q: 3 clusters Score -4585260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4585264.000000 Penalty: 5128.831543
	Iteration 152Q: 3 clusters Score -4585264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4585263.000000 Penalty: 5128.831543
	Iteration 153Q: 3 clusters Score -4585263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4585263.000000 Penalty: 5128.831543
	Iteration 154Q: 3 clusters Score -4585263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4585266.500000 Penalty: 5128.831543
	Iteration 155Q: 3 clusters Score -4585266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4585266.500000 Penalty: 5128.831543
	Iteration 156Q: 3 clusters Score -4585266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4585266.000000 Penalty: 5128.831543
	Iteration 157Q: 3 clusters Score -4585266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5128.831543
	Iteration 158Q: 3 clusters Score -4585264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4585261.500000 Penalty: 5128.831543
	Iteration 159Q: 3 clusters Score -4585262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4585263.000000 Penalty: 5128.831543
	Iteration 160F: 3 clusters Score -4585263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5128.831543
	Iteration 161Q: 3 clusters Score -4585264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5128.831543
	Iteration 162F: 3 clusters Score -4585264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 28959 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Mstep: Class 44 contains 1999 members 
Entering Unmasked Estep 
Score: -120395184.000000 Penalty: 148260.671875
Splitting cluster 35 changes total score from -120396072.000000 to -120395184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (20622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Entering Unmasked Estep 
Score: -3227475.250000 Penalty: 2463.660156
	Iteration 0F: 2 clusters Score -3227475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3213077.250000 Penalty: 4927.320312
	Iteration 0F: 3 clusters Score -3213077 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3217948.750000 Penalty: 4927.320312
	Iteration 1F: 3 clusters Score -3217949 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3218469.000000 Penalty: 4927.320312
	Iteration 2F: 3 clusters Score -3218469 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3219056.000000 Penalty: 4927.320312
	Iteration 3F: 3 clusters Score -3219056 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3219788.750000 Penalty: 4927.320312
	Iteration 4F: 3 clusters Score -3219789 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3220653.250000 Penalty: 4927.320312
	Iteration 5F: 3 clusters Score -3220653 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3221614.500000 Penalty: 4927.320312
	Iteration 6F: 3 clusters Score -3221614 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3222409.500000 Penalty: 4927.320312
	Iteration 7F: 3 clusters Score -3222410 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3222965.000000 Penalty: 4927.320312
	Iteration 8Q: 3 clusters Score -3222965 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3223417.000000 Penalty: 4927.320312
	Iteration 9Q: 3 clusters Score -3223417 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3223725.000000 Penalty: 4927.320312
	Iteration 10Q: 3 clusters Score -3223725 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3223971.250000 Penalty: 4927.320312
	Iteration 11Q: 3 clusters Score -3223971 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3224221.000000 Penalty: 4927.320312
	Iteration 12Q: 3 clusters Score -3224221 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3224460.500000 Penalty: 4927.320312
	Iteration 13Q: 3 clusters Score -3224460 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3224652.500000 Penalty: 4927.320312
	Iteration 14Q: 3 clusters Score -3224652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3224784.000000 Penalty: 4927.320312
	Iteration 15Q: 3 clusters Score -3224784 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3224907.500000 Penalty: 4927.320312
	Iteration 16Q: 3 clusters Score -3224908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3225004.500000 Penalty: 4927.320312
	Iteration 17Q: 3 clusters Score -3225004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3225071.500000 Penalty: 4927.320312
	Iteration 18Q: 3 clusters Score -3225072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3225131.250000 Penalty: 4927.320312
	Iteration 19Q: 3 clusters Score -3225131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3225182.000000 Penalty: 4927.320312
	Iteration 20F: 3 clusters Score -3225182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3225219.250000 Penalty: 4927.320312
	Iteration 21Q: 3 clusters Score -3225219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3225240.500000 Penalty: 4927.320312
	Iteration 22Q: 3 clusters Score -3225240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3225264.500000 Penalty: 4927.320312
	Iteration 23Q: 3 clusters Score -3225264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3225286.500000 Penalty: 4927.320312
	Iteration 24Q: 3 clusters Score -3225286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3225292.750000 Penalty: 4927.320312
	Iteration 25Q: 3 clusters Score -3225293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3225301.750000 Penalty: 4927.320312
	Iteration 26Q: 3 clusters Score -3225302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3225312.000000 Penalty: 4927.320312
	Iteration 27Q: 3 clusters Score -3225312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3225321.500000 Penalty: 4927.320312
	Iteration 28Q: 3 clusters Score -3225322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3225333.250000 Penalty: 4927.320312
	Iteration 29Q: 3 clusters Score -3225333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3225336.250000 Penalty: 4927.320312
	Iteration 30Q: 3 clusters Score -3225336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3225344.000000 Penalty: 4927.320312
	Iteration 31Q: 3 clusters Score -3225344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3225352.000000 Penalty: 4927.320312
	Iteration 32Q: 3 clusters Score -3225352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3225348.250000 Penalty: 4927.320312
	Iteration 33Q: 3 clusters Score -3225348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3225351.500000 Penalty: 4927.320312
	Iteration 34Q: 3 clusters Score -3225352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3225352.750000 Penalty: 4927.320312
	Iteration 35Q: 3 clusters Score -3225353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3225355.250000 Penalty: 4927.320312
	Iteration 36Q: 3 clusters Score -3225355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3225354.500000 Penalty: 4927.320312
	Iteration 37Q: 3 clusters Score -3225354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3225359.000000 Penalty: 4927.320312
	Iteration 38Q: 3 clusters Score -3225359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3225361.000000 Penalty: 4927.320312
	Iteration 39Q: 3 clusters Score -3225361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3225367.500000 Penalty: 4927.320312
	Iteration 40F: 3 clusters Score -3225368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3225374.500000 Penalty: 4927.320312
	Iteration 41Q: 3 clusters Score -3225374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3225377.000000 Penalty: 4927.320312
	Iteration 42Q: 3 clusters Score -3225377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3225376.000000 Penalty: 4927.320312
	Iteration 43Q: 3 clusters Score -3225376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3225380.750000 Penalty: 4927.320312
	Iteration 44Q: 3 clusters Score -3225381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3225376.750000 Penalty: 4927.320312
	Iteration 45Q: 3 clusters Score -3225377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3225376.000000 Penalty: 4927.320312
	Iteration 46Q: 3 clusters Score -3225376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3225376.750000 Penalty: 4927.320312
	Iteration 47Q: 3 clusters Score -3225377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3225378.750000 Penalty: 4927.320312
	Iteration 48Q: 3 clusters Score -3225379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3225379.000000 Penalty: 4927.320312
	Iteration 49Q: 3 clusters Score -3225379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3225379.000000 Penalty: 4927.320312
	Iteration 50F: 3 clusters Score -3225379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (33113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Entering Unmasked Estep 
Score: -5163265.500000 Penalty: 2581.104980
	Iteration 0F: 2 clusters Score -5163266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5140667.500000 Penalty: 5162.209961
	Iteration 0F: 3 clusters Score -5140668 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5149168.000000 Penalty: 5162.209961
	Iteration 1F: 3 clusters Score -5149168 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5150036.500000 Penalty: 5162.209961
	Iteration 2F: 3 clusters Score -5150036 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5151132.000000 Penalty: 5162.209961
	Iteration 3F: 3 clusters Score -5151132 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -5152589.000000 Penalty: 5162.209961
	Iteration 4F: 3 clusters Score -5152589 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5154099.000000 Penalty: 5162.209961
	Iteration 5F: 3 clusters Score -5154099 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -5155426.000000 Penalty: 5162.209961
	Iteration 6F: 3 clusters Score -5155426 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5156351.500000 Penalty: 5162.209961
	Iteration 7F: 3 clusters Score -5156352 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5157018.500000 Penalty: 5162.209961
	Iteration 8Q: 3 clusters Score -5157018 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5157498.500000 Penalty: 5162.209961
	Iteration 9Q: 3 clusters Score -5157498 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5157900.500000 Penalty: 5162.209961
	Iteration 10Q: 3 clusters Score -5157900 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5158345.500000 Penalty: 5162.209961
	Iteration 11Q: 3 clusters Score -5158346 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5158733.000000 Penalty: 5162.209961
	Iteration 12Q: 3 clusters Score -5158733 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5159131.000000 Penalty: 5162.209961
	Iteration 13Q: 3 clusters Score -5159131 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5159508.000000 Penalty: 5162.209961
	Iteration 14Q: 3 clusters Score -5159508 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5159856.000000 Penalty: 5162.209961
	Iteration 15Q: 3 clusters Score -5159856 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5160229.000000 Penalty: 5162.209961
	Iteration 16Q: 3 clusters Score -5160229 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5160537.500000 Penalty: 5162.209961
	Iteration 17Q: 3 clusters Score -5160538 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5160780.000000 Penalty: 5162.209961
	Iteration 18Q: 3 clusters Score -5160780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5160916.000000 Penalty: 5162.209961
	Iteration 19Q: 3 clusters Score -5160916 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5160985.500000 Penalty: 5162.209961
	Iteration 20F: 3 clusters Score -5160986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5161070.000000 Penalty: 5162.209961
	Iteration 21Q: 3 clusters Score -5161070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5161102.000000 Penalty: 5162.209961
	Iteration 22Q: 3 clusters Score -5161102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5161136.000000 Penalty: 5162.209961
	Iteration 23Q: 3 clusters Score -5161136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5161158.500000 Penalty: 5162.209961
	Iteration 24Q: 3 clusters Score -5161158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5161171.500000 Penalty: 5162.209961
	Iteration 25Q: 3 clusters Score -5161172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5161197.500000 Penalty: 5162.209961
	Iteration 26Q: 3 clusters Score -5161198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5161208.000000 Penalty: 5162.209961
	Iteration 27Q: 3 clusters Score -5161208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5161215.000000 Penalty: 5162.209961
	Iteration 28Q: 3 clusters Score -5161215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5161229.000000 Penalty: 5162.209961
	Iteration 29Q: 3 clusters Score -5161229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5161231.500000 Penalty: 5162.209961
	Iteration 30Q: 3 clusters Score -5161232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5161225.000000 Penalty: 5162.209961
	Iteration 31Q: 3 clusters Score -5161225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5161239.000000 Penalty: 5162.209961
	Iteration 32Q: 3 clusters Score -5161239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5161233.000000 Penalty: 5162.209961
	Iteration 33Q: 3 clusters Score -5161233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5161238.500000 Penalty: 5162.209961
	Iteration 34Q: 3 clusters Score -5161238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5161249.000000 Penalty: 5162.209961
	Iteration 35Q: 3 clusters Score -5161249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5161252.000000 Penalty: 5162.209961
	Iteration 36Q: 3 clusters Score -5161252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5161249.500000 Penalty: 5162.209961
	Iteration 37Q: 3 clusters Score -5161250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 5162.209961
	Iteration 38Q: 3 clusters Score -5161257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5161253.500000 Penalty: 5162.209961
	Iteration 39Q: 3 clusters Score -5161254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5161252.500000 Penalty: 5162.209961
	Iteration 40F: 3 clusters Score -5161252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5161253.000000 Penalty: 5162.209961
	Iteration 41Q: 3 clusters Score -5161253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5161263.000000 Penalty: 5162.209961
	Iteration 42Q: 3 clusters Score -5161263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5161261.000000 Penalty: 5162.209961
	Iteration 43Q: 3 clusters Score -5161261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5161264.500000 Penalty: 5162.209961
	Iteration 44Q: 3 clusters Score -5161264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5161261.500000 Penalty: 5162.209961
	Iteration 45Q: 3 clusters Score -5161262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5161261.500000 Penalty: 5162.209961
	Iteration 46Q: 3 clusters Score -5161262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5161261.000000 Penalty: 5162.209961
	Iteration 47Q: 3 clusters Score -5161261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5161267.000000 Penalty: 5162.209961
	Iteration 48Q: 3 clusters Score -5161267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5161263.500000 Penalty: 5162.209961
	Iteration 49Q: 3 clusters Score -5161264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5161263.500000 Penalty: 5162.209961
	Iteration 50F: 3 clusters Score -5161264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -176655.437500 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -176655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -174606.218750 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -174606.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -174968.187500 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -174968.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175090.359375 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -175090.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175171.156250 Penalty: 3519.973633
	Iteration 3Q: 3 clusters Score -175171.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -175254.375000 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -175254.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175364.484375 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -175364.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175522.406250 Penalty: 3519.973633
	Iteration 6F: 3 clusters Score -175522.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175622.281250 Penalty: 3519.973633
	Iteration 7F: 3 clusters Score -175622.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175692.031250 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -175692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175735.500000 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -175735.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175772.906250 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -175772.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175806.171875 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -175806.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175838.640625 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -175838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -175853.875000 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -175853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -175869.046875 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -175869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175886.859375 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -175886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175899.015625 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -175899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -175901.406250 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -175901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175902.562500 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -175902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175903.843750 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -175903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -175905.750000 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -175905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Entering Unmasked Estep 
Score: -1209229.750000 Penalty: 2232.180908
	Iteration 0F: 2 clusters Score -1209230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1202760.000000 Penalty: 4464.361816
	Iteration 0F: 3 clusters Score -1202760 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1204554.500000 Penalty: 4464.361816
	Iteration 1F: 3 clusters Score -1204554 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1204850.000000 Penalty: 4464.361816
	Iteration 2F: 3 clusters Score -1204850 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1205072.250000 Penalty: 4464.361816
	Iteration 3F: 3 clusters Score -1205072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1205242.750000 Penalty: 4464.361816
	Iteration 4Q: 3 clusters Score -1205243 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1205386.875000 Penalty: 4464.361816
	Iteration 5Q: 3 clusters Score -1205387 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1205489.375000 Penalty: 4464.361816
	Iteration 6Q: 3 clusters Score -1205489 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1205589.750000 Penalty: 4464.361816
	Iteration 7Q: 3 clusters Score -1205590 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1205685.875000 Penalty: 4464.361816
	Iteration 8Q: 3 clusters Score -1205686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1205784.250000 Penalty: 4464.361816
	Iteration 9Q: 3 clusters Score -1205784 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1205891.250000 Penalty: 4464.361816
	Iteration 10Q: 3 clusters Score -1205891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1205974.625000 Penalty: 4464.361816
	Iteration 11Q: 3 clusters Score -1205975 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1206065.375000 Penalty: 4464.361816
	Iteration 12Q: 3 clusters Score -1206065 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1206147.375000 Penalty: 4464.361816
	Iteration 13Q: 3 clusters Score -1206147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1206227.000000 Penalty: 4464.361816
	Iteration 14Q: 3 clusters Score -1206227 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 4464.361816
	Iteration 15Q: 3 clusters Score -1206310 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1206398.750000 Penalty: 4464.361816
	Iteration 16Q: 3 clusters Score -1206399 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1206483.750000 Penalty: 4464.361816
	Iteration 17Q: 3 clusters Score -1206484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1206561.375000 Penalty: 4464.361816
	Iteration 18Q: 3 clusters Score -1206561 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1206624.125000 Penalty: 4464.361816
	Iteration 19Q: 3 clusters Score -1206624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1206680.375000 Penalty: 4464.361816
	Iteration 20F: 3 clusters Score -1206680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1206735.375000 Penalty: 4464.361816
	Iteration 21Q: 3 clusters Score -1206735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1206792.875000 Penalty: 4464.361816
	Iteration 22Q: 3 clusters Score -1206793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1206838.625000 Penalty: 4464.361816
	Iteration 23Q: 3 clusters Score -1206839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1206896.875000 Penalty: 4464.361816
	Iteration 24Q: 3 clusters Score -1206897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1206949.500000 Penalty: 4464.361816
	Iteration 25Q: 3 clusters Score -1206950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1206990.000000 Penalty: 4464.361816
	Iteration 26Q: 3 clusters Score -1206990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1207025.625000 Penalty: 4464.361816
	Iteration 27Q: 3 clusters Score -1207026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1207052.375000 Penalty: 4464.361816
	Iteration 28Q: 3 clusters Score -1207052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1207076.625000 Penalty: 4464.361816
	Iteration 29Q: 3 clusters Score -1207077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1207098.125000 Penalty: 4464.361816
	Iteration 30Q: 3 clusters Score -1207098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1207114.000000 Penalty: 4464.361816
	Iteration 31Q: 3 clusters Score -1207114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1207131.375000 Penalty: 4464.361816
	Iteration 32Q: 3 clusters Score -1207131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1207143.125000 Penalty: 4464.361816
	Iteration 33Q: 3 clusters Score -1207143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1207156.500000 Penalty: 4464.361816
	Iteration 34Q: 3 clusters Score -1207156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1207172.875000 Penalty: 4464.361816
	Iteration 35Q: 3 clusters Score -1207173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1207181.625000 Penalty: 4464.361816
	Iteration 36Q: 3 clusters Score -1207182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1207191.750000 Penalty: 4464.361816
	Iteration 37Q: 3 clusters Score -1207192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1207193.125000 Penalty: 4464.361816
	Iteration 38Q: 3 clusters Score -1207193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1207198.875000 Penalty: 4464.361816
	Iteration 39Q: 3 clusters Score -1207199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1207206.375000 Penalty: 4464.361816
	Iteration 40F: 3 clusters Score -1207206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1207206.625000 Penalty: 4464.361816
	Iteration 41Q: 3 clusters Score -1207207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1207207.500000 Penalty: 4464.361816
	Iteration 42Q: 3 clusters Score -1207208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1207211.250000 Penalty: 4464.361816
	Iteration 43Q: 3 clusters Score -1207211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1207211.625000 Penalty: 4464.361816
	Iteration 44Q: 3 clusters Score -1207212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1207216.875000 Penalty: 4464.361816
	Iteration 45Q: 3 clusters Score -1207217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1207219.375000 Penalty: 4464.361816
	Iteration 46Q: 3 clusters Score -1207219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1207222.125000 Penalty: 4464.361816
	Iteration 47Q: 3 clusters Score -1207222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1207224.375000 Penalty: 4464.361816
	Iteration 48Q: 3 clusters Score -1207224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1207226.500000 Penalty: 4464.361816
	Iteration 49Q: 3 clusters Score -1207226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1207228.750000 Penalty: 4464.361816
	Iteration 50Q: 3 clusters Score -1207229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1207234.250000 Penalty: 4464.361816
	Iteration 51Q: 3 clusters Score -1207234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1207236.000000 Penalty: 4464.361816
	Iteration 52Q: 3 clusters Score -1207236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1207237.500000 Penalty: 4464.361816
	Iteration 53Q: 3 clusters Score -1207238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1207238.250000 Penalty: 4464.361816
	Iteration 54Q: 3 clusters Score -1207238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1207238.125000 Penalty: 4464.361816
	Iteration 55Q: 3 clusters Score -1207238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1207238.250000 Penalty: 4464.361816
	Iteration 56Q: 3 clusters Score -1207238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1207238.250000 Penalty: 4464.361816
	Iteration 57F: 3 clusters Score -1207238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (117445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Entering Unmasked Estep 
Score: -18466260.000000 Penalty: 2895.083740
	Iteration 0F: 2 clusters Score -1.846626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -18395110.000000 Penalty: 5790.167480
	Iteration 0F: 3 clusters Score -1.839511e+07 nChanged 55809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -18427628.000000 Penalty: 5790.167480
	Iteration 1F: 3 clusters Score -1.842763e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -18428758.000000 Penalty: 5790.167480
	Iteration 2Q: 3 clusters Score -1.842876e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -18429920.000000 Penalty: 5790.167480
	Iteration 3Q: 3 clusters Score -1.842992e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -18431614.000000 Penalty: 5790.167480
	Iteration 4Q: 3 clusters Score -1.843161e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -18433826.000000 Penalty: 5790.167480
	Iteration 5Q: 3 clusters Score -1.843383e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -18436702.000000 Penalty: 5790.167480
	Iteration 6F: 3 clusters Score -1.84367e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -18440054.000000 Penalty: 5790.167480
	Iteration 7F: 3 clusters Score -1.844005e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -18443524.000000 Penalty: 5790.167480
	Iteration 8F: 3 clusters Score -1.844352e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -18446580.000000 Penalty: 5790.167480
	Iteration 9F: 3 clusters Score -1.844658e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -18449024.000000 Penalty: 5790.167480
	Iteration 10Q: 3 clusters Score -1.844902e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -18450890.000000 Penalty: 5790.167480
	Iteration 11Q: 3 clusters Score -1.845089e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -18452544.000000 Penalty: 5790.167480
	Iteration 12Q: 3 clusters Score -1.845254e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -18453926.000000 Penalty: 5790.167480
	Iteration 13Q: 3 clusters Score -1.845393e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -18454838.000000 Penalty: 5790.167480
	Iteration 14Q: 3 clusters Score -1.845484e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -18455888.000000 Penalty: 5790.167480
	Iteration 15Q: 3 clusters Score -1.845589e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -18456834.000000 Penalty: 5790.167480
	Iteration 16Q: 3 clusters Score -1.845683e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -18457734.000000 Penalty: 5790.167480
	Iteration 17Q: 3 clusters Score -1.845773e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -18458540.000000 Penalty: 5790.167480
	Iteration 18Q: 3 clusters Score -1.845854e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -18459090.000000 Penalty: 5790.167480
	Iteration 19Q: 3 clusters Score -1.845909e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -18459692.000000 Penalty: 5790.167480
	Iteration 20F: 3 clusters Score -1.845969e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -18460328.000000 Penalty: 5790.167480
	Iteration 21Q: 3 clusters Score -1.846033e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -18460786.000000 Penalty: 5790.167480
	Iteration 22Q: 3 clusters Score -1.846079e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -18461682.000000 Penalty: 5790.167480
	Iteration 23Q: 3 clusters Score -1.846168e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -18463078.000000 Penalty: 5790.167480
	Iteration 24Q: 3 clusters Score -1.846308e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -18464094.000000 Penalty: 5790.167480
	Iteration 25Q: 3 clusters Score -1.846409e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -18464876.000000 Penalty: 5790.167480
	Iteration 26Q: 3 clusters Score -1.846488e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -18465348.000000 Penalty: 5790.167480
	Iteration 27Q: 3 clusters Score -1.846535e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -18465624.000000 Penalty: 5790.167480
	Iteration 28Q: 3 clusters Score -1.846562e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -18465754.000000 Penalty: 5790.167480
	Iteration 29Q: 3 clusters Score -1.846575e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -18465824.000000 Penalty: 5790.167480
	Iteration 30Q: 3 clusters Score -1.846582e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -18465866.000000 Penalty: 5790.167480
	Iteration 31Q: 3 clusters Score -1.846587e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -18465928.000000 Penalty: 5790.167480
	Iteration 32Q: 3 clusters Score -1.846593e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 112569 members 
Entering Unmasked Estep 
Score: -18465934.000000 Penalty: 5790.167480
	Iteration 33Q: 3 clusters Score -1.846593e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 112880 members 
Entering Unmasked Estep 
Score: -18465956.000000 Penalty: 5790.167480
	Iteration 34Q: 3 clusters Score -1.846596e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -18465932.000000 Penalty: 5790.167480
	Iteration 35Q: 3 clusters Score -1.846593e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -18465892.000000 Penalty: 5790.167480
	Iteration 36Q: 3 clusters Score -1.846589e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 113533 members 
Entering Unmasked Estep 
Score: -18465874.000000 Penalty: 5790.167480
	Iteration 37Q: 3 clusters Score -1.846587e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -18465824.000000 Penalty: 5790.167480
	Iteration 38Q: 3 clusters Score -1.846582e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -18465810.000000 Penalty: 5790.167480
	Iteration 39Q: 3 clusters Score -1.846581e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -18465784.000000 Penalty: 5790.167480
	Iteration 40F: 3 clusters Score -1.846578e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 113964 members 
Entering Unmasked Estep 
Score: -18465744.000000 Penalty: 5790.167480
	Iteration 41Q: 3 clusters Score -1.846574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -18465754.000000 Penalty: 5790.167480
	Iteration 42Q: 3 clusters Score -1.846575e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -18465758.000000 Penalty: 5790.167480
	Iteration 43Q: 3 clusters Score -1.846576e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -18465716.000000 Penalty: 5790.167480
	Iteration 44Q: 3 clusters Score -1.846572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -18465708.000000 Penalty: 5790.167480
	Iteration 45Q: 3 clusters Score -1.846571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 46Q: 3 clusters Score -1.84657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -18465730.000000 Penalty: 5790.167480
	Iteration 47Q: 3 clusters Score -1.846573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 114280 members 
Entering Unmasked Estep 
Score: -18465710.000000 Penalty: 5790.167480
	Iteration 48Q: 3 clusters Score -1.846571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -18465718.000000 Penalty: 5790.167480
	Iteration 49Q: 3 clusters Score -1.846572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -18465714.000000 Penalty: 5790.167480
	Iteration 50Q: 3 clusters Score -1.846571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -18465696.000000 Penalty: 5790.167480
	Iteration 51Q: 3 clusters Score -1.84657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 52Q: 3 clusters Score -1.84657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 53Q: 3 clusters Score -1.84657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -18465684.000000 Penalty: 5790.167480
	Iteration 54Q: 3 clusters Score -1.846568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -18465692.000000 Penalty: 5790.167480
	Iteration 55Q: 3 clusters Score -1.846569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -18465676.000000 Penalty: 5790.167480
	Iteration 56Q: 3 clusters Score -1.846568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -18465668.000000 Penalty: 5790.167480
	Iteration 57Q: 3 clusters Score -1.846567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -18465660.000000 Penalty: 5790.167480
	Iteration 58Q: 3 clusters Score -1.846566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -18465662.000000 Penalty: 5790.167480
	Iteration 59Q: 3 clusters Score -1.846566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 114538 members 
Entering Unmasked Estep 
Score: -18465656.000000 Penalty: 5790.167480
	Iteration 60F: 3 clusters Score -1.846566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -18465678.000000 Penalty: 5790.167480
	Iteration 61Q: 3 clusters Score -1.846568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 114563 members 
Entering Unmasked Estep 
Score: -18465684.000000 Penalty: 5790.167480
	Iteration 62Q: 3 clusters Score -1.846568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -18465692.000000 Penalty: 5790.167480
	Iteration 63Q: 3 clusters Score -1.846569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -18465694.000000 Penalty: 5790.167480
	Iteration 64Q: 3 clusters Score -1.846569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 65Q: 3 clusters Score -1.84657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -18465698.000000 Penalty: 5790.167480
	Iteration 66Q: 3 clusters Score -1.84657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 67Q: 3 clusters Score -1.84657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -18465716.000000 Penalty: 5790.167480
	Iteration 68Q: 3 clusters Score -1.846572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -18465704.000000 Penalty: 5790.167480
	Iteration 69Q: 3 clusters Score -1.84657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -18465692.000000 Penalty: 5790.167480
	Iteration 70Q: 3 clusters Score -1.846569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -18465684.000000 Penalty: 5790.167480
	Iteration 71Q: 3 clusters Score -1.846568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -18465684.000000 Penalty: 5790.167480
	Iteration 72F: 3 clusters Score -1.846568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -24371.689453 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -24371.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23303.792969 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -23303.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23379.324219 Penalty: 2581.187256
	Iteration 1F: 3 clusters Score -23379.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23389.779297 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -23389.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23389.779297 Penalty: 2581.187256
	Iteration 3F: 3 clusters Score -23389.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -2178216.750000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -2178217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2167532.750000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -2167533 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2171245.750000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -2171246 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2171871.000000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -2171871 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2172433.250000 Penalty: 4758.000000
	Iteration 3F: 3 clusters Score -2172433 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2172906.000000 Penalty: 4758.000000
	Iteration 4F: 3 clusters Score -2172906 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2173337.000000 Penalty: 4758.000000
	Iteration 5Q: 3 clusters Score -2173337 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2173734.500000 Penalty: 4758.000000
	Iteration 6Q: 3 clusters Score -2173734 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2174083.500000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -2174084 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2174414.250000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -2174414 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2174715.500000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -2174716 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2174986.250000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -2174986 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2175259.250000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -2175259 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2175497.750000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -2175498 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2175706.000000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -2175706 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2175929.250000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -2175929 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2176155.750000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -2176156 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2176320.000000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -2176320 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2176450.000000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -2176450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2176554.250000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -2176554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2176628.500000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -2176628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2176677.750000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -2176678 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2176718.000000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -2176718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2176762.000000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -2176762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2176789.500000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -2176790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2176824.250000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -2176824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2176865.500000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -2176866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2176893.500000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -2176894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2176935.250000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -2176935 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2176973.750000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -2176974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2177014.750000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -2177015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2177037.250000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -2177037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2177054.750000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -2177055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2177071.250000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -2177071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2177084.000000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -2177084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2177101.250000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -2177101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2177110.500000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -2177110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2177122.750000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -2177123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2177142.500000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -2177142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2177156.750000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -2177157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2177155.750000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -2177156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2177167.000000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -2177167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2177181.250000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -2177181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2177178.250000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -2177178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2177182.000000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -2177182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2177187.750000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -2177188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2177188.250000 Penalty: 4758.000000
	Iteration 45Q: 3 clusters Score -2177188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2177191.500000 Penalty: 4758.000000
	Iteration 46Q: 3 clusters Score -2177192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2177190.000000 Penalty: 4758.000000
	Iteration 47Q: 3 clusters Score -2177190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2177188.000000 Penalty: 4758.000000
	Iteration 48Q: 3 clusters Score -2177188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2177186.750000 Penalty: 4758.000000
	Iteration 49Q: 3 clusters Score -2177187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2177185.250000 Penalty: 4758.000000
	Iteration 50Q: 3 clusters Score -2177185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2177188.250000 Penalty: 4758.000000
	Iteration 51Q: 3 clusters Score -2177188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2177188.250000 Penalty: 4758.000000
	Iteration 52F: 3 clusters Score -2177188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -1083214.625000 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -1083215 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 3651 members 
Entering Unmasked Estep 
Score: -1077229.750000 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -1077230 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1079033.750000 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -1079034 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1079395.000000 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -1079395 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1079672.875000 Penalty: 4413.996094
	Iteration 3F: 3 clusters Score -1079673 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1079904.125000 Penalty: 4413.996094
	Iteration 4Q: 3 clusters Score -1079904 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1080100.250000 Penalty: 4413.996094
	Iteration 5Q: 3 clusters Score -1080100 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1080304.000000 Penalty: 4413.996094
	Iteration 6Q: 3 clusters Score -1080304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1080500.625000 Penalty: 4413.996094
	Iteration 7Q: 3 clusters Score -1080501 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1080706.750000 Penalty: 4413.996094
	Iteration 8Q: 3 clusters Score -1080707 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1080952.875000 Penalty: 4413.996094
	Iteration 9Q: 3 clusters Score -1080953 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1081254.375000 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -1081254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1081708.875000 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -1081709 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1082173.500000 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -1082174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1082496.250000 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -1082496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1082686.625000 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -1082687 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1082800.875000 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -1082801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1082872.375000 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -1082872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1082910.375000 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -1082910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1082933.750000 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -1082934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1082953.125000 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -1082953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1082968.750000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -1082969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1082991.125000 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -1082991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1083025.500000 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -1083026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1083042.500000 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -1083042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1083056.250000 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -1083056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1083070.625000 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -1083071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1083079.000000 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -1083079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1083082.750000 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -1083083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1083083.000000 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -1083083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1083086.875000 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -1083087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1083086.875000 Penalty: 4413.996094
	Iteration 30F: 3 clusters Score -1083087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 64173 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64784 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 20461 members 
Mstep: Class 8 contains 100617 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 13980 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 6896 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 51647 members 
Mstep: Class 21 contains 19129 members 
Mstep: Class 22 contains 11324 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 17432 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 20622 members 
Mstep: Class 37 contains 33113 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8109 members 
Mstep: Class 40 contains 117445 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14658 members 
Mstep: Class 43 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396064.000000 Penalty: 144891.109375
Iteration 119Q: 44 clusters Score -1.203961e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 64172 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64780 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 8 contains 100645 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 13929 members 
Mstep: Class 12 contains 9544 members 
Mstep: Class 13 contains 53628 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10243 members 
Mstep: Class 20 contains 51652 members 
Mstep: Class 21 contains 19132 members 
Mstep: Class 22 contains 11312 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28103 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13244 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 7874 members 
Mstep: Class 31 contains 17426 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9219 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30902 members 
Mstep: Class 36 contains 20629 members 
Mstep: Class 37 contains 33111 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 8167 members 
Mstep: Class 40 contains 117412 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14659 members 
Mstep: Class 43 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396088.000000 Penalty: 144891.109375
Iteration 120F: 44 clusters Score -1.203961e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 64176 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64771 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20422 members 
Mstep: Class 8 contains 100661 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 13897 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 53612 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 51659 members 
Mstep: Class 21 contains 19135 members 
Mstep: Class 22 contains 11300 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28097 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13268 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 17423 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30846 members 
Mstep: Class 36 contains 20634 members 
Mstep: Class 37 contains 33106 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 8221 members 
Mstep: Class 40 contains 117382 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14666 members 
Mstep: Class 43 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395920.000000 Penalty: 144891.109375
Iteration 121Q: 44 clusters Score -1.203959e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 64188 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64771 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20404 members 
Mstep: Class 8 contains 100687 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 13853 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 53603 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 51663 members 
Mstep: Class 21 contains 19143 members 
Mstep: Class 22 contains 11292 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 3955 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28088 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 13288 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 7906 members 
Mstep: Class 31 contains 17418 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9284 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30800 members 
Mstep: Class 36 contains 20636 members 
Mstep: Class 37 contains 33098 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 8279 members 
Mstep: Class 40 contains 117357 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14669 members 
Mstep: Class 43 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395952.000000 Penalty: 144891.109375
Iteration 122Q: 44 clusters Score -1.20396e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 64217 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64763 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20402 members 
Mstep: Class 8 contains 100731 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 12261 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 53597 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 51662 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 11283 members 
Mstep: Class 23 contains 6663 members 
Mstep: Class 24 contains 3971 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28079 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 13314 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 7920 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9292 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30752 members 
Mstep: Class 36 contains 20640 members 
Mstep: Class 37 contains 33086 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 8341 members 
Mstep: Class 40 contains 117324 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14676 members 
Mstep: Class 43 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396136.000000 Penalty: 144891.109375
Iteration 123Q: 44 clusters Score -1.203961e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 64238 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64753 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 100771 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12251 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 9574 members 
Mstep: Class 13 contains 53583 members 
Mstep: Class 14 contains 10441 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 51667 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 11280 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 3986 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28070 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 13335 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 7931 members 
Mstep: Class 31 contains 17411 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30701 members 
Mstep: Class 36 contains 20642 members 
Mstep: Class 37 contains 33072 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 8392 members 
Mstep: Class 40 contains 117312 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14696 members 
Mstep: Class 43 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396272.000000 Penalty: 144891.109375
Iteration 124Q: 44 clusters Score -1.203963e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 64255 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64743 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20369 members 
Mstep: Class 8 contains 100811 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 53572 members 
Mstep: Class 14 contains 10444 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6798 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 51663 members 
Mstep: Class 21 contains 19166 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 3989 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28062 members 
Mstep: Class 27 contains 1418 members 
Mstep: Class 28 contains 13344 members 
Mstep: Class 29 contains 1137 members 
Mstep: Class 30 contains 7945 members 
Mstep: Class 31 contains 17415 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9351 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30665 members 
Mstep: Class 36 contains 20649 members 
Mstep: Class 37 contains 33065 members 
Mstep: Class 38 contains 1210 members 
Mstep: Class 39 contains 8437 members 
Mstep: Class 40 contains 117301 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14704 members 
Mstep: Class 43 contains 7261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396280.000000 Penalty: 144891.109375
Iteration 125Q: 44 clusters Score -1.203963e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 64276 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64742 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20351 members 
Mstep: Class 8 contains 100847 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 12236 members 
Mstep: Class 11 contains 13612 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 53562 members 
Mstep: Class 14 contains 10442 members 
Mstep: Class 15 contains 6918 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 51663 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 6657 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28057 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 13336 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 7953 members 
Mstep: Class 31 contains 17418 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30631 members 
Mstep: Class 36 contains 20651 members 
Mstep: Class 37 contains 33061 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 8474 members 
Mstep: Class 40 contains 117291 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396408.000000 Penalty: 144891.109375
Iteration 126Q: 44 clusters Score -1.203964e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 64285 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64733 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 20332 members 
Mstep: Class 8 contains 100884 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 12231 members 
Mstep: Class 11 contains 13555 members 
Mstep: Class 12 contains 9587 members 
Mstep: Class 13 contains 53557 members 
Mstep: Class 14 contains 10441 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 51660 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 11278 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 4009 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28045 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 13335 members 
Mstep: Class 29 contains 1137 members 
Mstep: Class 30 contains 7957 members 
Mstep: Class 31 contains 17418 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9400 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30617 members 
Mstep: Class 36 contains 20654 members 
Mstep: Class 37 contains 33056 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 8505 members 
Mstep: Class 40 contains 117278 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14702 members 
Mstep: Class 43 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396616.000000 Penalty: 144891.109375
Iteration 127Q: 44 clusters Score -1.203966e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 64301 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64721 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 8 contains 100918 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 9591 members 
Mstep: Class 13 contains 53553 members 
Mstep: Class 14 contains 10440 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 51665 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 11271 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28035 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 13331 members 
Mstep: Class 29 contains 1136 members 
Mstep: Class 30 contains 7966 members 
Mstep: Class 31 contains 17418 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30595 members 
Mstep: Class 36 contains 20660 members 
Mstep: Class 37 contains 33046 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 117264 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14708 members 
Mstep: Class 43 contains 7251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396912.000000 Penalty: 144891.109375
Iteration 128Q: 44 clusters Score -1.203969e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 64306 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64706 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 20305 members 
Mstep: Class 8 contains 100961 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 13434 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 53542 members 
Mstep: Class 14 contains 10440 members 
Mstep: Class 15 contains 6928 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 51671 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 11263 members 
Mstep: Class 23 contains 6663 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28037 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 13331 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7971 members 
Mstep: Class 31 contains 17419 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9434 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30585 members 
Mstep: Class 36 contains 20668 members 
Mstep: Class 37 contains 33036 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8568 members 
Mstep: Class 40 contains 117253 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14708 members 
Mstep: Class 43 contains 7247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397056.000000 Penalty: 144891.109375
Iteration 129Q: 44 clusters Score -1.203971e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 64296 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64687 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 20294 members 
Mstep: Class 8 contains 100989 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12231 members 
Mstep: Class 11 contains 13390 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 53536 members 
Mstep: Class 14 contains 10443 members 
Mstep: Class 15 contains 6929 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 51676 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 11255 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28037 members 
Mstep: Class 27 contains 1417 members 
Mstep: Class 28 contains 13323 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7970 members 
Mstep: Class 31 contains 17416 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9453 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30576 members 
Mstep: Class 36 contains 20673 members 
Mstep: Class 37 contains 33024 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8609 members 
Mstep: Class 40 contains 117244 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14706 members 
Mstep: Class 43 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396968.000000 Penalty: 144891.109375
Iteration 130Q: 44 clusters Score -1.20397e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 64293 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64674 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20270 members 
Mstep: Class 8 contains 101016 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 53528 members 
Mstep: Class 14 contains 10450 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 51678 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 11251 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28041 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13332 members 
Mstep: Class 29 contains 1135 members 
Mstep: Class 30 contains 7970 members 
Mstep: Class 31 contains 17414 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9467 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30556 members 
Mstep: Class 36 contains 20676 members 
Mstep: Class 37 contains 33010 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8645 members 
Mstep: Class 40 contains 117240 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14711 members 
Mstep: Class 43 contains 7250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396968.000000 Penalty: 144891.109375
Iteration 131Q: 44 clusters Score -1.20397e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 64297 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64671 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20254 members 
Mstep: Class 8 contains 101041 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 13311 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 53517 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 51686 members 
Mstep: Class 21 contains 19204 members 
Mstep: Class 22 contains 11244 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28038 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13323 members 
Mstep: Class 29 contains 1136 members 
Mstep: Class 30 contains 7968 members 
Mstep: Class 31 contains 17409 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9480 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30547 members 
Mstep: Class 36 contains 20679 members 
Mstep: Class 37 contains 32997 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8694 members 
Mstep: Class 40 contains 117223 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14697 members 
Mstep: Class 43 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396872.000000 Penalty: 144891.109375
Iteration 132Q: 44 clusters Score -1.203969e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 64284 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64665 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20233 members 
Mstep: Class 8 contains 101061 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 9622 members 
Mstep: Class 13 contains 53512 members 
Mstep: Class 14 contains 10461 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10238 members 
Mstep: Class 20 contains 51693 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 11236 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28034 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13317 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7966 members 
Mstep: Class 31 contains 17404 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30538 members 
Mstep: Class 36 contains 20682 members 
Mstep: Class 37 contains 32986 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8748 members 
Mstep: Class 40 contains 117214 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14704 members 
Mstep: Class 43 contains 7248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397016.000000 Penalty: 144891.109375
Iteration 133Q: 44 clusters Score -1.20397e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 64283 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64657 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20214 members 
Mstep: Class 8 contains 101081 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12233 members 
Mstep: Class 11 contains 13237 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 53496 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10235 members 
Mstep: Class 20 contains 51696 members 
Mstep: Class 21 contains 19219 members 
Mstep: Class 22 contains 11227 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28036 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13312 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7971 members 
Mstep: Class 31 contains 17395 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30544 members 
Mstep: Class 36 contains 20686 members 
Mstep: Class 37 contains 32970 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8786 members 
Mstep: Class 40 contains 117206 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14710 members 
Mstep: Class 43 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397136.000000 Penalty: 144891.109375
Iteration 134Q: 44 clusters Score -1.203971e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 64272 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64660 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20207 members 
Mstep: Class 8 contains 101094 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 13206 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 53484 members 
Mstep: Class 14 contains 10468 members 
Mstep: Class 15 contains 6938 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 51698 members 
Mstep: Class 21 contains 19227 members 
Mstep: Class 22 contains 11222 members 
Mstep: Class 23 contains 6670 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28032 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13310 members 
Mstep: Class 29 contains 1135 members 
Mstep: Class 30 contains 7976 members 
Mstep: Class 31 contains 17392 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9517 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30553 members 
Mstep: Class 36 contains 20686 members 
Mstep: Class 37 contains 32965 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 8821 members 
Mstep: Class 40 contains 117192 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14707 members 
Mstep: Class 43 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397168.000000 Penalty: 144891.109375
Iteration 135Q: 44 clusters Score -1.203972e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 64263 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64664 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20194 members 
Mstep: Class 8 contains 101102 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 11 contains 13173 members 
Mstep: Class 12 contains 9639 members 
Mstep: Class 13 contains 53473 members 
Mstep: Class 14 contains 10476 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 51699 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 4128 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28033 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13316 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7972 members 
Mstep: Class 31 contains 17385 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9528 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30558 members 
Mstep: Class 36 contains 20687 members 
Mstep: Class 37 contains 32953 members 
Mstep: Class 38 contains 1213 members 
Mstep: Class 39 contains 8863 members 
Mstep: Class 40 contains 117186 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14697 members 
Mstep: Class 43 contains 7241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397216.000000 Penalty: 144891.109375
Iteration 136Q: 44 clusters Score -1.203972e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 64270 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64660 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20179 members 
Mstep: Class 8 contains 101117 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12206 members 
Mstep: Class 11 contains 13134 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 53465 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 51699 members 
Mstep: Class 21 contains 19241 members 
Mstep: Class 22 contains 11218 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28036 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13323 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7966 members 
Mstep: Class 31 contains 17383 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9537 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30547 members 
Mstep: Class 36 contains 20691 members 
Mstep: Class 37 contains 32946 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 8911 members 
Mstep: Class 40 contains 117177 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14695 members 
Mstep: Class 43 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396960.000000 Penalty: 144891.109375
Iteration 137Q: 44 clusters Score -1.20397e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 64269 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64654 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20171 members 
Mstep: Class 8 contains 101121 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12194 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 9652 members 
Mstep: Class 13 contains 53455 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 51698 members 
Mstep: Class 21 contains 19247 members 
Mstep: Class 22 contains 11220 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28039 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13312 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7967 members 
Mstep: Class 31 contains 17382 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9538 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 20695 members 
Mstep: Class 37 contains 32937 members 
Mstep: Class 38 contains 1216 members 
Mstep: Class 39 contains 8957 members 
Mstep: Class 40 contains 117174 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14698 members 
Mstep: Class 43 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396904.000000 Penalty: 144891.109375
Iteration 138Q: 44 clusters Score -1.203969e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 64265 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64649 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 20154 members 
Mstep: Class 8 contains 101145 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 53443 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19253 members 
Mstep: Class 22 contains 11218 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28040 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13306 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7962 members 
Mstep: Class 31 contains 17377 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9557 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 20697 members 
Mstep: Class 37 contains 32930 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9002 members 
Mstep: Class 40 contains 117174 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14690 members 
Mstep: Class 43 contains 7232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396904.000000 Penalty: 144891.109375
Iteration 139Q: 44 clusters Score -1.203969e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 64260 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64644 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20142 members 
Mstep: Class 8 contains 101166 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 13036 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 53432 members 
Mstep: Class 14 contains 10502 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 19260 members 
Mstep: Class 22 contains 11214 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 4152 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28041 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13296 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7961 members 
Mstep: Class 31 contains 17373 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9569 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 20697 members 
Mstep: Class 37 contains 32927 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9047 members 
Mstep: Class 40 contains 117172 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14684 members 
Mstep: Class 43 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396912.000000 Penalty: 144891.109375
Iteration 140F: 44 clusters Score -1.203969e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 64248 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64637 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20132 members 
Mstep: Class 8 contains 101177 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 53424 members 
Mstep: Class 14 contains 10511 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 51688 members 
Mstep: Class 21 contains 19264 members 
Mstep: Class 22 contains 11209 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28041 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13275 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7958 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9573 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30523 members 
Mstep: Class 36 contains 20699 members 
Mstep: Class 37 contains 32921 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9102 members 
Mstep: Class 40 contains 117179 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14684 members 
Mstep: Class 43 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396960.000000 Penalty: 144891.109375
Iteration 141Q: 44 clusters Score -1.20397e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 64234 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64638 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 20131 members 
Mstep: Class 8 contains 101195 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12176 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 53410 members 
Mstep: Class 14 contains 10517 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 51687 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 11205 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28043 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13256 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7956 members 
Mstep: Class 31 contains 17347 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30520 members 
Mstep: Class 36 contains 20699 members 
Mstep: Class 37 contains 32908 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9147 members 
Mstep: Class 40 contains 117195 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14691 members 
Mstep: Class 43 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396792.000000 Penalty: 144891.109375
Iteration 142Q: 44 clusters Score -1.203968e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 64237 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64632 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20124 members 
Mstep: Class 8 contains 101220 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 53401 members 
Mstep: Class 14 contains 10519 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6717 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 51688 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 11198 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 4178 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28042 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13260 members 
Mstep: Class 29 contains 1135 members 
Mstep: Class 30 contains 7950 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9578 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 20700 members 
Mstep: Class 37 contains 32902 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9193 members 
Mstep: Class 40 contains 117204 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14689 members 
Mstep: Class 43 contains 7228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397192.000000 Penalty: 144891.109375
Iteration 143Q: 44 clusters Score -1.203972e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 64234 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64623 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20106 members 
Mstep: Class 8 contains 101240 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12139 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 53391 members 
Mstep: Class 14 contains 10521 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6716 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 51691 members 
Mstep: Class 21 contains 19264 members 
Mstep: Class 22 contains 11193 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 4194 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28041 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13271 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 7943 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9576 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30499 members 
Mstep: Class 36 contains 20701 members 
Mstep: Class 37 contains 32898 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9252 members 
Mstep: Class 40 contains 117202 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397040.000000 Penalty: 144891.109375
Iteration 144Q: 44 clusters Score -1.20397e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 64234 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64617 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20101 members 
Mstep: Class 8 contains 101244 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 12123 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 9695 members 
Mstep: Class 13 contains 53386 members 
Mstep: Class 14 contains 10522 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 51691 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 11189 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28039 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13272 members 
Mstep: Class 29 contains 1133 members 
Mstep: Class 30 contains 7932 members 
Mstep: Class 31 contains 17331 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9586 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30490 members 
Mstep: Class 36 contains 20704 members 
Mstep: Class 37 contains 32895 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9306 members 
Mstep: Class 40 contains 117199 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14681 members 
Mstep: Class 43 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397064.000000 Penalty: 144891.109375
Iteration 145Q: 44 clusters Score -1.203971e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 64225 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64613 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20093 members 
Mstep: Class 8 contains 101249 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 12909 members 
Mstep: Class 12 contains 9697 members 
Mstep: Class 13 contains 53378 members 
Mstep: Class 14 contains 10524 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6711 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 51694 members 
Mstep: Class 21 contains 19264 members 
Mstep: Class 22 contains 11187 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28039 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13277 members 
Mstep: Class 29 contains 1132 members 
Mstep: Class 30 contains 7920 members 
Mstep: Class 31 contains 17328 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9597 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30476 members 
Mstep: Class 36 contains 20708 members 
Mstep: Class 37 contains 32894 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 9358 members 
Mstep: Class 40 contains 117189 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14676 members 
Mstep: Class 43 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397088.000000 Penalty: 144891.109375
Iteration 146Q: 44 clusters Score -1.203971e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 64224 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64606 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20084 members 
Mstep: Class 8 contains 101246 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12099 members 
Mstep: Class 11 contains 12903 members 
Mstep: Class 12 contains 9702 members 
Mstep: Class 13 contains 53378 members 
Mstep: Class 14 contains 10524 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 51690 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 11184 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 4223 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28035 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 13271 members 
Mstep: Class 29 contains 1130 members 
Mstep: Class 30 contains 7919 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9607 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30463 members 
Mstep: Class 36 contains 20709 members 
Mstep: Class 37 contains 32890 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9416 members 
Mstep: Class 40 contains 117177 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14670 members 
Mstep: Class 43 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397032.000000 Penalty: 144891.109375
Iteration 147Q: 44 clusters Score -1.20397e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 64229 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64607 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20070 members 
Mstep: Class 8 contains 101242 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12088 members 
Mstep: Class 11 contains 12896 members 
Mstep: Class 12 contains 9703 members 
Mstep: Class 13 contains 53382 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10260 members 
Mstep: Class 20 contains 51685 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 11182 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28033 members 
Mstep: Class 27 contains 1415 members 
Mstep: Class 28 contains 13258 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7915 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9610 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30447 members 
Mstep: Class 36 contains 20709 members 
Mstep: Class 37 contains 32888 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9476 members 
Mstep: Class 40 contains 117171 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14670 members 
Mstep: Class 43 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397224.000000 Penalty: 144891.109375
Iteration 148Q: 44 clusters Score -1.203972e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 64231 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64602 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20064 members 
Mstep: Class 8 contains 101249 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12071 members 
Mstep: Class 11 contains 12881 members 
Mstep: Class 12 contains 9706 members 
Mstep: Class 13 contains 53381 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 6937 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10265 members 
Mstep: Class 20 contains 51684 members 
Mstep: Class 21 contains 19264 members 
Mstep: Class 22 contains 11182 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 4230 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28030 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 13253 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7910 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9612 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30442 members 
Mstep: Class 36 contains 20707 members 
Mstep: Class 37 contains 32888 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9527 members 
Mstep: Class 40 contains 117168 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14668 members 
Mstep: Class 43 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397240.000000 Penalty: 144891.109375
Iteration 149Q: 44 clusters Score -1.203972e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 64238 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64603 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20052 members 
Mstep: Class 8 contains 101265 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 12861 members 
Mstep: Class 12 contains 9709 members 
Mstep: Class 13 contains 53380 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 6937 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6701 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 51688 members 
Mstep: Class 21 contains 19265 members 
Mstep: Class 22 contains 11180 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 4233 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28028 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13251 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7905 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9614 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30431 members 
Mstep: Class 36 contains 20706 members 
Mstep: Class 37 contains 32888 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9576 members 
Mstep: Class 40 contains 117159 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14669 members 
Mstep: Class 43 contains 7221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397056.000000 Penalty: 144891.109375
Iteration 150Q: 44 clusters Score -1.203971e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 64246 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64595 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20039 members 
Mstep: Class 8 contains 101274 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12058 members 
Mstep: Class 11 contains 12848 members 
Mstep: Class 12 contains 9706 members 
Mstep: Class 13 contains 53373 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 19267 members 
Mstep: Class 22 contains 11177 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 4237 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28032 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13242 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7903 members 
Mstep: Class 31 contains 17331 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9617 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30424 members 
Mstep: Class 36 contains 20706 members 
Mstep: Class 37 contains 32887 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9617 members 
Mstep: Class 40 contains 117141 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14673 members 
Mstep: Class 43 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397200.000000 Penalty: 144891.109375
Iteration 151Q: 44 clusters Score -1.203972e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 64250 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64592 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20031 members 
Mstep: Class 8 contains 101285 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 12832 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 53376 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 51695 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 11172 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 4237 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28029 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13234 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7899 members 
Mstep: Class 31 contains 17335 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9625 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20708 members 
Mstep: Class 37 contains 32886 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9645 members 
Mstep: Class 40 contains 117123 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14672 members 
Mstep: Class 43 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397344.000000 Penalty: 144891.109375
Iteration 152Q: 44 clusters Score -1.203973e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 64258 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64590 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20019 members 
Mstep: Class 8 contains 101288 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 12821 members 
Mstep: Class 12 contains 9714 members 
Mstep: Class 13 contains 53375 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 51693 members 
Mstep: Class 21 contains 19273 members 
Mstep: Class 22 contains 11173 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 4236 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28027 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13222 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 7890 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9631 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30438 members 
Mstep: Class 36 contains 20710 members 
Mstep: Class 37 contains 32879 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9678 members 
Mstep: Class 40 contains 117112 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14674 members 
Mstep: Class 43 contains 7219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397320.000000 Penalty: 144891.109375
Iteration 153Q: 44 clusters Score -1.203973e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 64265 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64591 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 20005 members 
Mstep: Class 8 contains 101296 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 12810 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 53370 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 51694 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 11172 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 4237 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28023 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13221 members 
Mstep: Class 29 contains 1128 members 
Mstep: Class 30 contains 7885 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9632 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30440 members 
Mstep: Class 36 contains 20713 members 
Mstep: Class 37 contains 32875 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9713 members 
Mstep: Class 40 contains 117100 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14674 members 
Mstep: Class 43 contains 7218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397488.000000 Penalty: 144891.109375
Iteration 154Q: 44 clusters Score -1.203975e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 64269 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64588 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19988 members 
Mstep: Class 8 contains 101302 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12044 members 
Mstep: Class 11 contains 12800 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 53367 members 
Mstep: Class 14 contains 10535 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 51693 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 11170 members 
Mstep: Class 23 contains 6590 members 
Mstep: Class 24 contains 4236 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28022 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7881 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9636 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30442 members 
Mstep: Class 36 contains 20715 members 
Mstep: Class 37 contains 32874 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9741 members 
Mstep: Class 40 contains 117098 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14677 members 
Mstep: Class 43 contains 7216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397488.000000 Penalty: 144891.109375
Iteration 155Q: 44 clusters Score -1.203975e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64272 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64578 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19982 members 
Mstep: Class 8 contains 101305 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 9724 members 
Mstep: Class 13 contains 53371 members 
Mstep: Class 14 contains 10542 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10278 members 
Mstep: Class 20 contains 51698 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 6586 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28020 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13205 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7877 members 
Mstep: Class 31 contains 17334 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9636 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30436 members 
Mstep: Class 36 contains 20715 members 
Mstep: Class 37 contains 32874 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9774 members 
Mstep: Class 40 contains 117096 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14678 members 
Mstep: Class 43 contains 7212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397648.000000 Penalty: 144891.109375
Iteration 156Q: 44 clusters Score -1.203976e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64273 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64571 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19970 members 
Mstep: Class 8 contains 101312 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 12788 members 
Mstep: Class 12 contains 9726 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 10540 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 51698 members 
Mstep: Class 21 contains 19276 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 6583 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28018 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13199 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7872 members 
Mstep: Class 31 contains 17335 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9636 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30435 members 
Mstep: Class 36 contains 20717 members 
Mstep: Class 37 contains 32874 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 117092 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14681 members 
Mstep: Class 43 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397728.000000 Penalty: 144891.109375
Iteration 157Q: 44 clusters Score -1.203977e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64274 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64567 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19960 members 
Mstep: Class 8 contains 101323 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 12777 members 
Mstep: Class 12 contains 9728 members 
Mstep: Class 13 contains 53367 members 
Mstep: Class 14 contains 10542 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 11163 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4247 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28017 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13185 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7865 members 
Mstep: Class 31 contains 17335 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9639 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30432 members 
Mstep: Class 36 contains 20718 members 
Mstep: Class 37 contains 32874 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9846 members 
Mstep: Class 40 contains 117090 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14682 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397808.000000 Penalty: 144891.109375
Iteration 158Q: 44 clusters Score -1.203978e+08 nChanged 184
Entering ConstructFrom: 
Score: -120397808.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (8722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Entering Unmasked Estep 
Score: -1306964.750000 Penalty: 2250.253662
	Iteration 0F: 2 clusters Score -1306965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1300149.500000 Penalty: 4500.507324
	Iteration 0F: 3 clusters Score -1300150 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1302303.000000 Penalty: 4500.507324
	Iteration 1F: 3 clusters Score -1302303 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1302784.500000 Penalty: 4500.507324
	Iteration 2F: 3 clusters Score -1302784 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1303220.125000 Penalty: 4500.507324
	Iteration 3F: 3 clusters Score -1303220 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1303543.375000 Penalty: 4500.507324
	Iteration 4F: 3 clusters Score -1303543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1303800.375000 Penalty: 4500.507324
	Iteration 5Q: 3 clusters Score -1303800 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1304009.125000 Penalty: 4500.507324
	Iteration 6Q: 3 clusters Score -1304009 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1304173.000000 Penalty: 4500.507324
	Iteration 7Q: 3 clusters Score -1304173 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1304314.625000 Penalty: 4500.507324
	Iteration 8Q: 3 clusters Score -1304315 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1304428.125000 Penalty: 4500.507324
	Iteration 9Q: 3 clusters Score -1304428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1304538.125000 Penalty: 4500.507324
	Iteration 10Q: 3 clusters Score -1304538 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1304654.125000 Penalty: 4500.507324
	Iteration 11Q: 3 clusters Score -1304654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1304799.000000 Penalty: 4500.507324
	Iteration 12Q: 3 clusters Score -1304799 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1304956.625000 Penalty: 4500.507324
	Iteration 13Q: 3 clusters Score -1304957 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1305110.250000 Penalty: 4500.507324
	Iteration 14Q: 3 clusters Score -1305110 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1305246.875000 Penalty: 4500.507324
	Iteration 15Q: 3 clusters Score -1305247 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1305367.375000 Penalty: 4500.507324
	Iteration 16Q: 3 clusters Score -1305367 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1305495.750000 Penalty: 4500.507324
	Iteration 17Q: 3 clusters Score -1305496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1305618.250000 Penalty: 4500.507324
	Iteration 18Q: 3 clusters Score -1305618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1305747.500000 Penalty: 4500.507324
	Iteration 19Q: 3 clusters Score -1305748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1305902.875000 Penalty: 4500.507324
	Iteration 20F: 3 clusters Score -1305903 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1306016.500000 Penalty: 4500.507324
	Iteration 21Q: 3 clusters Score -1306016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1306098.250000 Penalty: 4500.507324
	Iteration 22Q: 3 clusters Score -1306098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1306158.000000 Penalty: 4500.507324
	Iteration 23Q: 3 clusters Score -1306158 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1306222.625000 Penalty: 4500.507324
	Iteration 24Q: 3 clusters Score -1306223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1306275.375000 Penalty: 4500.507324
	Iteration 25Q: 3 clusters Score -1306275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1306318.750000 Penalty: 4500.507324
	Iteration 26Q: 3 clusters Score -1306319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1306360.750000 Penalty: 4500.507324
	Iteration 27Q: 3 clusters Score -1306361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1306399.750000 Penalty: 4500.507324
	Iteration 28Q: 3 clusters Score -1306400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1306429.625000 Penalty: 4500.507324
	Iteration 29Q: 3 clusters Score -1306430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1306451.375000 Penalty: 4500.507324
	Iteration 30Q: 3 clusters Score -1306451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1306472.000000 Penalty: 4500.507324
	Iteration 31Q: 3 clusters Score -1306472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1306485.000000 Penalty: 4500.507324
	Iteration 32Q: 3 clusters Score -1306485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1306493.375000 Penalty: 4500.507324
	Iteration 33Q: 3 clusters Score -1306493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1306499.375000 Penalty: 4500.507324
	Iteration 34Q: 3 clusters Score -1306499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1306502.500000 Penalty: 4500.507324
	Iteration 35Q: 3 clusters Score -1306502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1306507.250000 Penalty: 4500.507324
	Iteration 36Q: 3 clusters Score -1306507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1306507.500000 Penalty: 4500.507324
	Iteration 37Q: 3 clusters Score -1306508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1306508.250000 Penalty: 4500.507324
	Iteration 38Q: 3 clusters Score -1306508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1306508.125000 Penalty: 4500.507324
	Iteration 39Q: 3 clusters Score -1306508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1306512.750000 Penalty: 4500.507324
	Iteration 40F: 3 clusters Score -1306513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1306513.125000 Penalty: 4500.507324
	Iteration 41Q: 3 clusters Score -1306513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1306513.875000 Penalty: 4500.507324
	Iteration 42Q: 3 clusters Score -1306514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1306513.875000 Penalty: 4500.507324
	Iteration 43F: 3 clusters Score -1306514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Entering Unmasked Estep 
Score: -9930397.000000 Penalty: 2745.582031
	Iteration 0F: 2 clusters Score -9930397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9887391.000000 Penalty: 5491.164062
	Iteration 0F: 3 clusters Score -9887391 nChanged 29839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -9904153.000000 Penalty: 5491.164062
	Iteration 1F: 3 clusters Score -9904153 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -9904805.000000 Penalty: 5491.164062
	Iteration 2Q: 3 clusters Score -9904805 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -9905610.000000 Penalty: 5491.164062
	Iteration 3Q: 3 clusters Score -9905610 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -9906515.000000 Penalty: 5491.164062
	Iteration 4Q: 3 clusters Score -9906515 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -9907705.000000 Penalty: 5491.164062
	Iteration 5Q: 3 clusters Score -9907705 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -9909548.000000 Penalty: 5491.164062
	Iteration 6F: 3 clusters Score -9909548 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -9911886.000000 Penalty: 5491.164062
	Iteration 7F: 3 clusters Score -9911886 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -9914642.000000 Penalty: 5491.164062
	Iteration 8F: 3 clusters Score -9914642 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -9917307.000000 Penalty: 5491.164062
	Iteration 9F: 3 clusters Score -9917307 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -9919946.000000 Penalty: 5491.164062
	Iteration 10F: 3 clusters Score -9919946 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -9922109.000000 Penalty: 5491.164062
	Iteration 11Q: 3 clusters Score -9922109 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -9923918.000000 Penalty: 5491.164062
	Iteration 12Q: 3 clusters Score -9923918 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9925514.000000 Penalty: 5491.164062
	Iteration 13Q: 3 clusters Score -9925514 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9926622.000000 Penalty: 5491.164062
	Iteration 14Q: 3 clusters Score -9926622 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9927185.000000 Penalty: 5491.164062
	Iteration 15Q: 3 clusters Score -9927185 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9927555.000000 Penalty: 5491.164062
	Iteration 16Q: 3 clusters Score -9927555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9927699.000000 Penalty: 5491.164062
	Iteration 17Q: 3 clusters Score -9927699 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9927819.000000 Penalty: 5491.164062
	Iteration 18Q: 3 clusters Score -9927819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9927895.000000 Penalty: 5491.164062
	Iteration 19Q: 3 clusters Score -9927895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9927947.000000 Penalty: 5491.164062
	Iteration 20F: 3 clusters Score -9927947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9927960.000000 Penalty: 5491.164062
	Iteration 21Q: 3 clusters Score -9927960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9927986.000000 Penalty: 5491.164062
	Iteration 22Q: 3 clusters Score -9927986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9928002.000000 Penalty: 5491.164062
	Iteration 23Q: 3 clusters Score -9928002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9928023.000000 Penalty: 5491.164062
	Iteration 24Q: 3 clusters Score -9928023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9928031.000000 Penalty: 5491.164062
	Iteration 25Q: 3 clusters Score -9928031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9928034.000000 Penalty: 5491.164062
	Iteration 26Q: 3 clusters Score -9928034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9928035.000000 Penalty: 5491.164062
	Iteration 27Q: 3 clusters Score -9928035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9928040.000000 Penalty: 5491.164062
	Iteration 28Q: 3 clusters Score -9928040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9928045.000000 Penalty: 5491.164062
	Iteration 29Q: 3 clusters Score -9928045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9928046.000000 Penalty: 5491.164062
	Iteration 30Q: 3 clusters Score -9928046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9928051.000000 Penalty: 5491.164062
	Iteration 31Q: 3 clusters Score -9928051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9928059.000000 Penalty: 5491.164062
	Iteration 32Q: 3 clusters Score -9928059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9928060.000000 Penalty: 5491.164062
	Iteration 33Q: 3 clusters Score -9928060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9928060.000000 Penalty: 5491.164062
	Iteration 34Q: 3 clusters Score -9928060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9928062.000000 Penalty: 5491.164062
	Iteration 35Q: 3 clusters Score -9928062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9928062.000000 Penalty: 5491.164062
	Iteration 36F: 3 clusters Score -9928062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -152347.921875 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -152347.9 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 477 members 
Entering Unmasked Estep 
Score: -150441.968750 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -150442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150833.390625 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -150833.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150993.468750 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -150993.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151091.625000 Penalty: 3433.631348
	Iteration 3Q: 3 clusters Score -151091.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -151156.093750 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -151156.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151225.250000 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -151225.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151298.359375 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -151298.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151368.843750 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -151368.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151415.078125 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -151415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151465.921875 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -151465.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151502.515625 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -151502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151526.859375 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -151526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151545.390625 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -151545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151549.359375 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -151549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151554.140625 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -151554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151555.109375 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -151555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151556.562500 Penalty: 3433.631348
	Iteration 16Q: 3 clusters Score -151556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151557.328125 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -151557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151558.812500 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -151558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151560.062500 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -151560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151564.640625 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -151564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151581.781250 Penalty: 3433.631348
	Iteration 21Q: 3 clusters Score -151581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151586.562500 Penalty: 3433.631348
	Iteration 22Q: 3 clusters Score -151586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151590.703125 Penalty: 3433.631348
	Iteration 23Q: 3 clusters Score -151590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151591.812500 Penalty: 3433.631348
	Iteration 24Q: 3 clusters Score -151591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151591.812500 Penalty: 3433.631348
	Iteration 25F: 3 clusters Score -151591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -179423.890625 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -179423.9 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 610 members 
Entering Unmasked Estep 
Score: -177333.828125 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -177333.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177642.609375 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -177642.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177732.984375 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -177733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177794.718750 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -177794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -177844.671875 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -177844.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -177922.296875 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -177922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178043.000000 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -178043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -178200.187500 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -178200.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -178274.140625 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -178274.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -178344.875000 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -178344.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178440.062500 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -178440.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -178617.218750 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -178617.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -178920.343750 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -178920.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -179188.171875 Penalty: 3518.740479
	Iteration 13F: 3 clusters Score -179188.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -179359.250000 Penalty: 3518.740479
	Iteration 14F: 3 clusters Score -179359.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179476.125000 Penalty: 3518.740479
	Iteration 15F: 3 clusters Score -179476.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179563.062500 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -179563.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -179603.203125 Penalty: 3518.740479
	Iteration 17Q: 3 clusters Score -179603.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179625.906250 Penalty: 3518.740479
	Iteration 18Q: 3 clusters Score -179625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179636.109375 Penalty: 3518.740479
	Iteration 19Q: 3 clusters Score -179636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -179642.640625 Penalty: 3518.740479
	Iteration 20F: 3 clusters Score -179642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179651.531250 Penalty: 3518.740479
	Iteration 21Q: 3 clusters Score -179651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179652.531250 Penalty: 3518.740479
	Iteration 22Q: 3 clusters Score -179652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179652.531250 Penalty: 3518.740479
	Iteration 23F: 3 clusters Score -179652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64273 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 64561 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19940 members 
Mstep: Class 8 contains 101329 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 9730 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19278 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7864 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9638 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32876 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9892 members 
Mstep: Class 40 contains 117087 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7205 members 
Mstep: Class 44 contains 758 members 
Entering Unmasked Estep 
Score: -120396400.000000 Penalty: 148260.671875
Splitting cluster 4 changes total score from -120397808.000000 to -120396400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (64561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Entering Unmasked Estep 
Score: -10060900.000000 Penalty: 2746.690674
	Iteration 0F: 2 clusters Score -1.00609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -10017818.000000 Penalty: 5493.381348
	Iteration 0F: 3 clusters Score -1.001782e+07 nChanged 29953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -10034435.000000 Penalty: 5493.381348
	Iteration 1F: 3 clusters Score -1.003444e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -10035324.000000 Penalty: 5493.381348
	Iteration 2Q: 3 clusters Score -1.003532e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -10036406.000000 Penalty: 5493.381348
	Iteration 3Q: 3 clusters Score -1.003641e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -10037845.000000 Penalty: 5493.381348
	Iteration 4F: 3 clusters Score -1.003784e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -10040004.000000 Penalty: 5493.381348
	Iteration 5F: 3 clusters Score -1.004e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -10042921.000000 Penalty: 5493.381348
	Iteration 6F: 3 clusters Score -1.004292e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -10046249.000000 Penalty: 5493.381348
	Iteration 7F: 3 clusters Score -1.004625e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -10049479.000000 Penalty: 5493.381348
	Iteration 8F: 3 clusters Score -1.004948e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -10052272.000000 Penalty: 5493.381348
	Iteration 9F: 3 clusters Score -1.005227e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -10054434.000000 Penalty: 5493.381348
	Iteration 10Q: 3 clusters Score -1.005443e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -10056065.000000 Penalty: 5493.381348
	Iteration 11Q: 3 clusters Score -1.005606e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -10057175.000000 Penalty: 5493.381348
	Iteration 12Q: 3 clusters Score -1.005718e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -10057798.000000 Penalty: 5493.381348
	Iteration 13Q: 3 clusters Score -1.00578e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -10058147.000000 Penalty: 5493.381348
	Iteration 14Q: 3 clusters Score -1.005815e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -10058318.000000 Penalty: 5493.381348
	Iteration 15Q: 3 clusters Score -1.005832e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -10058420.000000 Penalty: 5493.381348
	Iteration 16Q: 3 clusters Score -1.005842e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -10058464.000000 Penalty: 5493.381348
	Iteration 17Q: 3 clusters Score -1.005846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -10058492.000000 Penalty: 5493.381348
	Iteration 18Q: 3 clusters Score -1.005849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -10058511.000000 Penalty: 5493.381348
	Iteration 19Q: 3 clusters Score -1.005851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -10058523.000000 Penalty: 5493.381348
	Iteration 20F: 3 clusters Score -1.005852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -10058545.000000 Penalty: 5493.381348
	Iteration 21Q: 3 clusters Score -1.005854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -10058575.000000 Penalty: 5493.381348
	Iteration 22Q: 3 clusters Score -1.005858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -10058583.000000 Penalty: 5493.381348
	Iteration 23Q: 3 clusters Score -1.005858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -10058594.000000 Penalty: 5493.381348
	Iteration 24Q: 3 clusters Score -1.005859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -10058595.000000 Penalty: 5493.381348
	Iteration 25Q: 3 clusters Score -1.00586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -10058611.000000 Penalty: 5493.381348
	Iteration 26Q: 3 clusters Score -1.005861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -10058620.000000 Penalty: 5493.381348
	Iteration 27Q: 3 clusters Score -1.005862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -10058626.000000 Penalty: 5493.381348
	Iteration 28Q: 3 clusters Score -1.005863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -10058621.000000 Penalty: 5493.381348
	Iteration 29Q: 3 clusters Score -1.005862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -10058630.000000 Penalty: 5493.381348
	Iteration 30Q: 3 clusters Score -1.005863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -10058631.000000 Penalty: 5493.381348
	Iteration 31Q: 3 clusters Score -1.005863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -10058635.000000 Penalty: 5493.381348
	Iteration 32Q: 3 clusters Score -1.005864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -10058636.000000 Penalty: 5493.381348
	Iteration 33Q: 3 clusters Score -1.005864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -10058651.000000 Penalty: 5493.381348
	Iteration 34Q: 3 clusters Score -1.005865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -10058666.000000 Penalty: 5493.381348
	Iteration 35Q: 3 clusters Score -1.005867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -10058665.000000 Penalty: 5493.381348
	Iteration 36Q: 3 clusters Score -1.005866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -10058663.000000 Penalty: 5493.381348
	Iteration 37Q: 3 clusters Score -1.005866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -10058663.000000 Penalty: 5493.381348
	Iteration 38F: 3 clusters Score -1.005866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -411943.781250 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -411943.8 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 1417 members 
Entering Unmasked Estep 
Score: -408848.687500 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -408848.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -409550.906250 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -409550.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -409814.781250 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -409814.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -410069.312500 Penalty: 3936.051270
	Iteration 3F: 3 clusters Score -410069.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410400.375000 Penalty: 3936.051270
	Iteration 4F: 3 clusters Score -410400.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -410703.593750 Penalty: 3936.051270
	Iteration 5F: 3 clusters Score -410703.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -410979.906250 Penalty: 3936.051270
	Iteration 6F: 3 clusters Score -410979.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411127.625000 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -411127.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -411209.531250 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -411209.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -411246.375000 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -411246.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -411277.468750 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -411277.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -411298.437500 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -411298.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -411314.406250 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -411314.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -411322.781250 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -411322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -411327.406250 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -411327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -411330.125000 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -411330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -411332.000000 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -411332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411333.718750 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -411333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -411334.343750 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -411334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -411336.968750 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -411337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -411339.625000 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -411339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -411340.906250 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -411340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -411342.000000 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -411342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -411342.656250 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -411342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411342.937500 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -411342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -411342.937500 Penalty: 3936.051270
	Iteration 25F: 3 clusters Score -411342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Entering Unmasked Estep 
Score: -2959674.750000 Penalty: 2455.319824
	Iteration 0F: 2 clusters Score -2959675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2945605.750000 Penalty: 4910.639648
	Iteration 0F: 3 clusters Score -2945606 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2950597.250000 Penalty: 4910.639648
	Iteration 1F: 3 clusters Score -2950597 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2951453.500000 Penalty: 4910.639648
	Iteration 2F: 3 clusters Score -2951454 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2952478.250000 Penalty: 4910.639648
	Iteration 3F: 3 clusters Score -2952478 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2953613.250000 Penalty: 4910.639648
	Iteration 4F: 3 clusters Score -2953613 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2954704.000000 Penalty: 4910.639648
	Iteration 5F: 3 clusters Score -2954704 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2955523.000000 Penalty: 4910.639648
	Iteration 6F: 3 clusters Score -2955523 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2956039.500000 Penalty: 4910.639648
	Iteration 7Q: 3 clusters Score -2956040 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2956369.500000 Penalty: 4910.639648
	Iteration 8Q: 3 clusters Score -2956370 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2956590.250000 Penalty: 4910.639648
	Iteration 9Q: 3 clusters Score -2956590 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2956760.500000 Penalty: 4910.639648
	Iteration 10Q: 3 clusters Score -2956760 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2956877.500000 Penalty: 4910.639648
	Iteration 11Q: 3 clusters Score -2956878 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2956980.750000 Penalty: 4910.639648
	Iteration 12Q: 3 clusters Score -2956981 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2957044.750000 Penalty: 4910.639648
	Iteration 13Q: 3 clusters Score -2957045 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2957099.500000 Penalty: 4910.639648
	Iteration 14Q: 3 clusters Score -2957100 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2957145.500000 Penalty: 4910.639648
	Iteration 15Q: 3 clusters Score -2957146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2957173.000000 Penalty: 4910.639648
	Iteration 16Q: 3 clusters Score -2957173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2957204.000000 Penalty: 4910.639648
	Iteration 17Q: 3 clusters Score -2957204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2957231.250000 Penalty: 4910.639648
	Iteration 18Q: 3 clusters Score -2957231 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2957248.000000 Penalty: 4910.639648
	Iteration 19Q: 3 clusters Score -2957248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2957282.750000 Penalty: 4910.639648
	Iteration 20F: 3 clusters Score -2957283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2957290.750000 Penalty: 4910.639648
	Iteration 21Q: 3 clusters Score -2957291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2957311.250000 Penalty: 4910.639648
	Iteration 22Q: 3 clusters Score -2957311 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2957320.750000 Penalty: 4910.639648
	Iteration 23Q: 3 clusters Score -2957321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2957337.500000 Penalty: 4910.639648
	Iteration 24Q: 3 clusters Score -2957338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2957352.500000 Penalty: 4910.639648
	Iteration 25Q: 3 clusters Score -2957352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2957370.000000 Penalty: 4910.639648
	Iteration 26Q: 3 clusters Score -2957370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2957376.250000 Penalty: 4910.639648
	Iteration 27Q: 3 clusters Score -2957376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2957384.000000 Penalty: 4910.639648
	Iteration 28Q: 3 clusters Score -2957384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2957396.250000 Penalty: 4910.639648
	Iteration 29Q: 3 clusters Score -2957396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2957399.750000 Penalty: 4910.639648
	Iteration 30Q: 3 clusters Score -2957400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2957408.750000 Penalty: 4910.639648
	Iteration 31Q: 3 clusters Score -2957409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2957411.000000 Penalty: 4910.639648
	Iteration 32Q: 3 clusters Score -2957411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2957422.500000 Penalty: 4910.639648
	Iteration 33Q: 3 clusters Score -2957422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2957431.000000 Penalty: 4910.639648
	Iteration 34Q: 3 clusters Score -2957431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2957428.250000 Penalty: 4910.639648
	Iteration 35Q: 3 clusters Score -2957428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2957436.250000 Penalty: 4910.639648
	Iteration 36Q: 3 clusters Score -2957436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2957442.500000 Penalty: 4910.639648
	Iteration 37Q: 3 clusters Score -2957442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2957445.000000 Penalty: 4910.639648
	Iteration 38Q: 3 clusters Score -2957445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2957448.500000 Penalty: 4910.639648
	Iteration 39Q: 3 clusters Score -2957448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2957454.500000 Penalty: 4910.639648
	Iteration 40F: 3 clusters Score -2957454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2957460.250000 Penalty: 4910.639648
	Iteration 41Q: 3 clusters Score -2957460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2957455.500000 Penalty: 4910.639648
	Iteration 42Q: 3 clusters Score -2957456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2957463.000000 Penalty: 4910.639648
	Iteration 43Q: 3 clusters Score -2957463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2957473.000000 Penalty: 4910.639648
	Iteration 44Q: 3 clusters Score -2957473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2957485 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2957496 nChanged 69
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2957523 nChanged 71
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Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2957522 nChanged 91
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Mstep: Class 1 contains 9029 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2957535 nChanged 88
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Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2957551 nChanged 99
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Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2957571 nChanged 91
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Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2957582 nChanged 109
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2957627 nChanged 105
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2957640 nChanged 90
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Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2957656 nChanged 97
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Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2957661 nChanged 65
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Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2957675 nChanged 61
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2957682 nChanged 63
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2957688 nChanged 74
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Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2957701 nChanged 87
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Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2957728 nChanged 80
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Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2957742 nChanged 72
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2957754 nChanged 84
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Mstep: Class 1 contains 7818 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2957768 nChanged 91
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Mstep: Class 1 contains 7731 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2957782 nChanged 79
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Mstep: Class 1 contains 7656 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7578 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2957819 nChanged 70
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Mstep: Class 1 contains 7508 members 
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	Iteration 68Q: 3 clusters Score -2957821 nChanged 68
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Mstep: Class 1 contains 7440 members 
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	Iteration 69Q: 3 clusters Score -2957830 nChanged 67
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 12567 members 
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	Iteration 70Q: 3 clusters Score -2957844 nChanged 74
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Mstep: Class 1 contains 7305 members 
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	Iteration 71Q: 3 clusters Score -2957852 nChanged 66
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Mstep: Class 1 contains 7241 members 
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	Iteration 72Q: 3 clusters Score -2957859 nChanged 64
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Mstep: Class 1 contains 7177 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2957868 nChanged 74
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Mstep: Class 1 contains 7103 members 
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	Iteration 74Q: 3 clusters Score -2957883 nChanged 77
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Mstep: Class 1 contains 7028 members 
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	Iteration 75Q: 3 clusters Score -2957899 nChanged 61
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Mstep: Class 1 contains 6967 members 
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	Iteration 76Q: 3 clusters Score -2957908 nChanged 54
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Mstep: Class 1 contains 6913 members 
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	Iteration 77Q: 3 clusters Score -2957912 nChanged 47
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Mstep: Class 1 contains 6868 members 
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	Iteration 78Q: 3 clusters Score -2957917 nChanged 58
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Mstep: Class 1 contains 6812 members 
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	Iteration 79Q: 3 clusters Score -2957928 nChanged 59
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Mstep: Class 1 contains 6753 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2957934 nChanged 56
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Mstep: Class 1 contains 6697 members 
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	Iteration 81Q: 3 clusters Score -2957952 nChanged 64
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Mstep: Class 1 contains 6633 members 
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	Iteration 82Q: 3 clusters Score -2957970 nChanged 50
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Mstep: Class 1 contains 6583 members 
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	Iteration 83Q: 3 clusters Score -2957980 nChanged 59
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Mstep: Class 1 contains 6524 members 
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	Iteration 84Q: 3 clusters Score -2957990 nChanged 50
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Mstep: Class 1 contains 6476 members 
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	Iteration 85Q: 3 clusters Score -2958001 nChanged 54
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Mstep: Class 1 contains 6424 members 
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	Iteration 86Q: 3 clusters Score -2958012 nChanged 55
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Mstep: Class 1 contains 6375 members 
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	Iteration 87Q: 3 clusters Score -2958028 nChanged 60
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Mstep: Class 1 contains 6323 members 
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	Iteration 88Q: 3 clusters Score -2958045 nChanged 58
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Mstep: Class 1 contains 6271 members 
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	Iteration 89Q: 3 clusters Score -2958058 nChanged 58
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Mstep: Class 1 contains 6221 members 
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	Iteration 90Q: 3 clusters Score -2958068 nChanged 63
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Mstep: Class 1 contains 6160 members 
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	Iteration 91Q: 3 clusters Score -2958094 nChanged 73
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Mstep: Class 1 contains 6101 members 
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	Iteration 92Q: 3 clusters Score -2958115 nChanged 93
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Mstep: Class 1 contains 6022 members 
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	Iteration 93Q: 3 clusters Score -2958151 nChanged 102
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Mstep: Class 1 contains 5942 members 
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	Iteration 94Q: 3 clusters Score -2958181 nChanged 128
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Mstep: Class 1 contains 5850 members 
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	Iteration 95Q: 3 clusters Score -2958228 nChanged 135
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Mstep: Class 1 contains 5737 members 
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	Iteration 96Q: 3 clusters Score -2958290 nChanged 130
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Mstep: Class 1 contains 5639 members 
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	Iteration 97Q: 3 clusters Score -2958346 nChanged 159
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Mstep: Class 1 contains 5510 members 
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	Iteration 99Q: 3 clusters Score -2958477 nChanged 153
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Mstep: Class 1 contains 5283 members 
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	Iteration 100F: 3 clusters Score -2958544 nChanged 142
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Mstep: Class 1 contains 5173 members 
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Mstep: Class 1 contains 5082 members 
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Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14949 members 
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Mstep: Class 1 contains 4912 members 
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	Iteration 104Q: 3 clusters Score -2958650 nChanged 87
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Mstep: Class 1 contains 4843 members 
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	Iteration 105Q: 3 clusters Score -2958670 nChanged 80
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Mstep: Class 1 contains 4771 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2958697 nChanged 95
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Mstep: Class 1 contains 4684 members 
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	Iteration 107Q: 3 clusters Score -2958724 nChanged 71
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Mstep: Class 1 contains 4621 members 
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	Iteration 108Q: 3 clusters Score -2958733 nChanged 75
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Mstep: Class 1 contains 4548 members 
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Entering Unmasked Estep 
Score: -2958756.000000 Penalty: 4910.639648
	Iteration 109Q: 3 clusters Score -2958756 nChanged 86
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Mstep: Class 1 contains 4470 members 
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	Iteration 110Q: 3 clusters Score -2958777 nChanged 78
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Mstep: Class 1 contains 4398 members 
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	Iteration 111Q: 3 clusters Score -2958794 nChanged 70
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Mstep: Class 1 contains 4334 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2958802 nChanged 61
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2958812 nChanged 46
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Mstep: Class 1 contains 4245 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2958827 nChanged 40
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Mstep: Class 1 contains 4209 members 
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Entering Unmasked Estep 
Score: -2958829.250000 Penalty: 4910.639648
	Iteration 115Q: 3 clusters Score -2958829 nChanged 32
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Entering Unmasked Estep 
Score: -2958832.000000 Penalty: 4910.639648
	Iteration 116Q: 3 clusters Score -2958832 nChanged 29
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Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2958830 nChanged 37
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Mstep: Class 1 contains 4117 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2958842 nChanged 31
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2958857 nChanged 28
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Mstep: Class 1 contains 4066 members 
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Entering Unmasked Estep 
Score: -2958851.750000 Penalty: 4910.639648
	Iteration 120F: 3 clusters Score -2958852 nChanged 24
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Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2958857 nChanged 19
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Mstep: Class 1 contains 4029 members 
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	Iteration 122Q: 3 clusters Score -2958855 nChanged 17
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Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2958859 nChanged 11
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	Iteration 124Q: 3 clusters Score -2958855 nChanged 10
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Mstep: Class 1 contains 3995 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2958858 nChanged 6
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Mstep: Class 1 contains 3991 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2958859 nChanged 10
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Mstep: Class 1 contains 3983 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2958856 nChanged 8
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Mstep: Class 1 contains 3975 members 
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	Iteration 128Q: 3 clusters Score -2958858 nChanged 7
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Mstep: Class 1 contains 3968 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2958860 nChanged 6
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Mstep: Class 1 contains 3964 members 
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Entering Unmasked Estep 
Score: -2958862.250000 Penalty: 4910.639648
	Iteration 130Q: 3 clusters Score -2958862 nChanged 5
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Mstep: Class 1 contains 3959 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2958860 nChanged 7
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2958861 nChanged 6
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2958860 nChanged 3
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2958863 nChanged 4
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	Iteration 135Q: 3 clusters Score -2958861 nChanged 3
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	Iteration 136Q: 3 clusters Score -2958860 nChanged 2
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Entering Unmasked Estep 
Score: -2958864.500000 Penalty: 4910.639648
	Iteration 137Q: 3 clusters Score -2958864 nChanged 1
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2958862 nChanged 1
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Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2958859.500000 Penalty: 4910.639648
	Iteration 139Q: 3 clusters Score -2958860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2958859.250000 Penalty: 4910.639648
	Iteration 140F: 3 clusters Score -2958859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Entering Unmasked Estep 
Score: -15846128.000000 Penalty: 2858.479736
	Iteration 0F: 2 clusters Score -1.584613e+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 50671 members 
Entering Unmasked Estep 
Score: -15780869.000000 Penalty: 5716.959473
	Iteration 0F: 3 clusters Score -1.578087e+07 nChanged 48037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -15808726.000000 Penalty: 5716.959473
	Iteration 1F: 3 clusters Score -1.580873e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -15809883.000000 Penalty: 5716.959473
	Iteration 2Q: 3 clusters Score -1.580988e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -15811369.000000 Penalty: 5716.959473
	Iteration 3Q: 3 clusters Score -1.581137e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -15813151.000000 Penalty: 5716.959473
	Iteration 4Q: 3 clusters Score -1.581315e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -15815456.000000 Penalty: 5716.959473
	Iteration 5F: 3 clusters Score -1.581546e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -15818160.000000 Penalty: 5716.959473
	Iteration 6F: 3 clusters Score -1.581816e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -15821397.000000 Penalty: 5716.959473
	Iteration 7F: 3 clusters Score -1.58214e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -15824667.000000 Penalty: 5716.959473
	Iteration 8F: 3 clusters Score -1.582467e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -15828084.000000 Penalty: 5716.959473
	Iteration 9F: 3 clusters Score -1.582808e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -15831202.000000 Penalty: 5716.959473
	Iteration 10F: 3 clusters Score -1.58312e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -15834290.000000 Penalty: 5716.959473
	Iteration 11Q: 3 clusters Score -1.583429e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -15837040.000000 Penalty: 5716.959473
	Iteration 12Q: 3 clusters Score -1.583704e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -15839527.000000 Penalty: 5716.959473
	Iteration 13Q: 3 clusters Score -1.583953e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -15841357.000000 Penalty: 5716.959473
	Iteration 14Q: 3 clusters Score -1.584136e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -15842520.000000 Penalty: 5716.959473
	Iteration 15Q: 3 clusters Score -1.584252e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -15843260.000000 Penalty: 5716.959473
	Iteration 16Q: 3 clusters Score -1.584326e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -15843636.000000 Penalty: 5716.959473
	Iteration 17Q: 3 clusters Score -1.584364e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -15843824.000000 Penalty: 5716.959473
	Iteration 18Q: 3 clusters Score -1.584382e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -15843986.000000 Penalty: 5716.959473
	Iteration 19Q: 3 clusters Score -1.584399e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -15844091.000000 Penalty: 5716.959473
	Iteration 20F: 3 clusters Score -1.584409e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -15844145.000000 Penalty: 5716.959473
	Iteration 21Q: 3 clusters Score -1.584414e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -15844244.000000 Penalty: 5716.959473
	Iteration 22Q: 3 clusters Score -1.584424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -15844291.000000 Penalty: 5716.959473
	Iteration 23Q: 3 clusters Score -1.584429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -15844337.000000 Penalty: 5716.959473
	Iteration 24Q: 3 clusters Score -1.584434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -15844350.000000 Penalty: 5716.959473
	Iteration 25Q: 3 clusters Score -1.584435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -15844368.000000 Penalty: 5716.959473
	Iteration 26Q: 3 clusters Score -1.584437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -15844392.000000 Penalty: 5716.959473
	Iteration 27Q: 3 clusters Score -1.584439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -15844391.000000 Penalty: 5716.959473
	Iteration 28Q: 3 clusters Score -1.584439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -15844387.000000 Penalty: 5716.959473
	Iteration 29Q: 3 clusters Score -1.584439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -15844405.000000 Penalty: 5716.959473
	Iteration 30Q: 3 clusters Score -1.58444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -15844429.000000 Penalty: 5716.959473
	Iteration 31Q: 3 clusters Score -1.584443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -15844427.000000 Penalty: 5716.959473
	Iteration 32Q: 3 clusters Score -1.584443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -15844415.000000 Penalty: 5716.959473
	Iteration 33Q: 3 clusters Score -1.584442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -15844419.000000 Penalty: 5716.959473
	Iteration 34Q: 3 clusters Score -1.584442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -15844419.000000 Penalty: 5716.959473
	Iteration 35Q: 3 clusters Score -1.584442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -15844436.000000 Penalty: 5716.959473
	Iteration 36Q: 3 clusters Score -1.584444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -15844450.000000 Penalty: 5716.959473
	Iteration 37Q: 3 clusters Score -1.584445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -15844450.000000 Penalty: 5716.959473
	Iteration 38Q: 3 clusters Score -1.584445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -15844455.000000 Penalty: 5716.959473
	Iteration 39Q: 3 clusters Score -1.584446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -15844457.000000 Penalty: 5716.959473
	Iteration 40F: 3 clusters Score -1.584446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -15844460.000000 Penalty: 5716.959473
	Iteration 41Q: 3 clusters Score -1.584446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -15844476.000000 Penalty: 5716.959473
	Iteration 42Q: 3 clusters Score -1.584448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -15844486.000000 Penalty: 5716.959473
	Iteration 43Q: 3 clusters Score -1.584449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -15844476.000000 Penalty: 5716.959473
	Iteration 44Q: 3 clusters Score -1.584448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -15844480.000000 Penalty: 5716.959473
	Iteration 45Q: 3 clusters Score -1.584448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -15844480.000000 Penalty: 5716.959473
	Iteration 46Q: 3 clusters Score -1.584448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -15844480.000000 Penalty: 5716.959473
	Iteration 47F: 3 clusters Score -1.584448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -33860.015625 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -33860.02 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 131 members 
Entering Unmasked Estep 
Score: -33047.191406 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -33047.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -33413.089844 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -33413.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -33503.238281 Penalty: 2807.103027
	Iteration 2Q: 3 clusters Score -33503.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -33515.835938 Penalty: 2807.103027
	Iteration 3Q: 3 clusters Score -33515.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33525.179688 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -33525.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33535.496094 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -33535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33535.496094 Penalty: 2807.103027
	Iteration 6F: 3 clusters Score -33535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Entering Unmasked Estep 
Score: -1802356.375000 Penalty: 2330.061279
	Iteration 0F: 2 clusters Score -1802356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1793423.125000 Penalty: 4660.122559
	Iteration 0F: 3 clusters Score -1793423 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1796317.375000 Penalty: 4660.122559
	Iteration 1F: 3 clusters Score -1796317 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1796828.500000 Penalty: 4660.122559
	Iteration 2F: 3 clusters Score -1796828 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1797366.375000 Penalty: 4660.122559
	Iteration 3F: 3 clusters Score -1797366 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1797920.750000 Penalty: 4660.122559
	Iteration 4F: 3 clusters Score -1797921 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1798489.250000 Penalty: 4660.122559
	Iteration 5F: 3 clusters Score -1798489 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1798983.250000 Penalty: 4660.122559
	Iteration 6F: 3 clusters Score -1798983 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1799377.750000 Penalty: 4660.122559
	Iteration 7Q: 3 clusters Score -1799378 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1799721.250000 Penalty: 4660.122559
	Iteration 8Q: 3 clusters Score -1799721 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1799995.250000 Penalty: 4660.122559
	Iteration 9Q: 3 clusters Score -1799995 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1800193.125000 Penalty: 4660.122559
	Iteration 10Q: 3 clusters Score -1800193 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1800332.000000 Penalty: 4660.122559
	Iteration 11Q: 3 clusters Score -1800332 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1800403.750000 Penalty: 4660.122559
	Iteration 12Q: 3 clusters Score -1800404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1800451.375000 Penalty: 4660.122559
	Iteration 13Q: 3 clusters Score -1800451 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1800478.625000 Penalty: 4660.122559
	Iteration 14Q: 3 clusters Score -1800479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1800497.750000 Penalty: 4660.122559
	Iteration 15Q: 3 clusters Score -1800498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1800518.625000 Penalty: 4660.122559
	Iteration 16Q: 3 clusters Score -1800519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1800528.000000 Penalty: 4660.122559
	Iteration 17Q: 3 clusters Score -1800528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1800540.000000 Penalty: 4660.122559
	Iteration 18Q: 3 clusters Score -1800540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1800550.375000 Penalty: 4660.122559
	Iteration 19Q: 3 clusters Score -1800550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1800559.875000 Penalty: 4660.122559
	Iteration 20F: 3 clusters Score -1800560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1800571.500000 Penalty: 4660.122559
	Iteration 21Q: 3 clusters Score -1800572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1800577.250000 Penalty: 4660.122559
	Iteration 22Q: 3 clusters Score -1800577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1800581.500000 Penalty: 4660.122559
	Iteration 23Q: 3 clusters Score -1800582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1800581.375000 Penalty: 4660.122559
	Iteration 24Q: 3 clusters Score -1800581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1800581.500000 Penalty: 4660.122559
	Iteration 25Q: 3 clusters Score -1800582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1800580.500000 Penalty: 4660.122559
	Iteration 26Q: 3 clusters Score -1800580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1800584.625000 Penalty: 4660.122559
	Iteration 27Q: 3 clusters Score -1800585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1800586.125000 Penalty: 4660.122559
	Iteration 28Q: 3 clusters Score -1800586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1800590.875000 Penalty: 4660.122559
	Iteration 29Q: 3 clusters Score -1800591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1800593.875000 Penalty: 4660.122559
	Iteration 30Q: 3 clusters Score -1800594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1800596.750000 Penalty: 4660.122559
	Iteration 31Q: 3 clusters Score -1800597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1800600.750000 Penalty: 4660.122559
	Iteration 32Q: 3 clusters Score -1800601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1800601.875000 Penalty: 4660.122559
	Iteration 33Q: 3 clusters Score -1800602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1800601.250000 Penalty: 4660.122559
	Iteration 34Q: 3 clusters Score -1800601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1800601.000000 Penalty: 4660.122559
	Iteration 35Q: 3 clusters Score -1800601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1800600.750000 Penalty: 4660.122559
	Iteration 36Q: 3 clusters Score -1800601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1800609.375000 Penalty: 4660.122559
	Iteration 37Q: 3 clusters Score -1800609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1800604.375000 Penalty: 4660.122559
	Iteration 38Q: 3 clusters Score -1800604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1800604.000000 Penalty: 4660.122559
	Iteration 39Q: 3 clusters Score -1800604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1800606.375000 Penalty: 4660.122559
	Iteration 40F: 3 clusters Score -1800606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1800609.000000 Penalty: 4660.122559
	Iteration 41Q: 3 clusters Score -1800609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1800608.500000 Penalty: 4660.122559
	Iteration 42Q: 3 clusters Score -1800608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1800606.500000 Penalty: 4660.122559
	Iteration 43Q: 3 clusters Score -1800606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1800606.750000 Penalty: 4660.122559
	Iteration 44Q: 3 clusters Score -1800607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1800606.750000 Penalty: 4660.122559
	Iteration 45F: 3 clusters Score -1800607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Entering Unmasked Estep 
Score: -2108625.000000 Penalty: 2344.745605
	Iteration 0F: 2 clusters Score -2108625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2099245.500000 Penalty: 4689.491211
	Iteration 0F: 3 clusters Score -2099246 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2102052.750000 Penalty: 4689.491211
	Iteration 1F: 3 clusters Score -2102053 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2102287.250000 Penalty: 4689.491211
	Iteration 2F: 3 clusters Score -2102287 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2102441.000000 Penalty: 4689.491211
	Iteration 3Q: 3 clusters Score -2102441 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2102545.250000 Penalty: 4689.491211
	Iteration 4Q: 3 clusters Score -2102545 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2102634.500000 Penalty: 4689.491211
	Iteration 5Q: 3 clusters Score -2102634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2102694.500000 Penalty: 4689.491211
	Iteration 6Q: 3 clusters Score -2102694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2102737.250000 Penalty: 4689.491211
	Iteration 7Q: 3 clusters Score -2102737 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2102763.250000 Penalty: 4689.491211
	Iteration 8Q: 3 clusters Score -2102763 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2102795.250000 Penalty: 4689.491211
	Iteration 9Q: 3 clusters Score -2102795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2102818.500000 Penalty: 4689.491211
	Iteration 10Q: 3 clusters Score -2102818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2102854.500000 Penalty: 4689.491211
	Iteration 11Q: 3 clusters Score -2102854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2102892.000000 Penalty: 4689.491211
	Iteration 12Q: 3 clusters Score -2102892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2102925.500000 Penalty: 4689.491211
	Iteration 13Q: 3 clusters Score -2102926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2102967.250000 Penalty: 4689.491211
	Iteration 14Q: 3 clusters Score -2102967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2103001.000000 Penalty: 4689.491211
	Iteration 15Q: 3 clusters Score -2103001 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2103046.500000 Penalty: 4689.491211
	Iteration 16Q: 3 clusters Score -2103046 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2103084.750000 Penalty: 4689.491211
	Iteration 17Q: 3 clusters Score -2103085 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2103130.000000 Penalty: 4689.491211
	Iteration 18Q: 3 clusters Score -2103130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2103168.250000 Penalty: 4689.491211
	Iteration 19Q: 3 clusters Score -2103168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2103205.250000 Penalty: 4689.491211
	Iteration 20F: 3 clusters Score -2103205 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2103237.500000 Penalty: 4689.491211
	Iteration 21Q: 3 clusters Score -2103238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2103289.500000 Penalty: 4689.491211
	Iteration 22Q: 3 clusters Score -2103290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2103340.250000 Penalty: 4689.491211
	Iteration 23Q: 3 clusters Score -2103340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2103399.500000 Penalty: 4689.491211
	Iteration 24Q: 3 clusters Score -2103400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2103466.500000 Penalty: 4689.491211
	Iteration 25Q: 3 clusters Score -2103466 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2103563.750000 Penalty: 4689.491211
	Iteration 26Q: 3 clusters Score -2103564 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2103679.500000 Penalty: 4689.491211
	Iteration 27Q: 3 clusters Score -2103680 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2103810.750000 Penalty: 4689.491211
	Iteration 28Q: 3 clusters Score -2103811 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2103977.750000 Penalty: 4689.491211
	Iteration 29Q: 3 clusters Score -2103978 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2104186.000000 Penalty: 4689.491211
	Iteration 30Q: 3 clusters Score -2104186 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2104418.000000 Penalty: 4689.491211
	Iteration 31Q: 3 clusters Score -2104418 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2104697.750000 Penalty: 4689.491211
	Iteration 32Q: 3 clusters Score -2104698 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2104965.500000 Penalty: 4689.491211
	Iteration 33Q: 3 clusters Score -2104966 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2105210.250000 Penalty: 4689.491211
	Iteration 34Q: 3 clusters Score -2105210 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2105408.500000 Penalty: 4689.491211
	Iteration 35Q: 3 clusters Score -2105408 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2105556.500000 Penalty: 4689.491211
	Iteration 36Q: 3 clusters Score -2105556 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2105695.000000 Penalty: 4689.491211
	Iteration 37Q: 3 clusters Score -2105695 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2105807.500000 Penalty: 4689.491211
	Iteration 38Q: 3 clusters Score -2105808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2105898.000000 Penalty: 4689.491211
	Iteration 39Q: 3 clusters Score -2105898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2106010.500000 Penalty: 4689.491211
	Iteration 40F: 3 clusters Score -2106010 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2106089.000000 Penalty: 4689.491211
	Iteration 41Q: 3 clusters Score -2106089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2106174.750000 Penalty: 4689.491211
	Iteration 42Q: 3 clusters Score -2106175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2106244.750000 Penalty: 4689.491211
	Iteration 43Q: 3 clusters Score -2106245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2106297.500000 Penalty: 4689.491211
	Iteration 44Q: 3 clusters Score -2106298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2106335.500000 Penalty: 4689.491211
	Iteration 45Q: 3 clusters Score -2106336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2106368.000000 Penalty: 4689.491211
	Iteration 46Q: 3 clusters Score -2106368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2106393.250000 Penalty: 4689.491211
	Iteration 47Q: 3 clusters Score -2106393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2106413.500000 Penalty: 4689.491211
	Iteration 48Q: 3 clusters Score -2106414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2106427.750000 Penalty: 4689.491211
	Iteration 49Q: 3 clusters Score -2106428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2106444.000000 Penalty: 4689.491211
	Iteration 50Q: 3 clusters Score -2106444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2106448.000000 Penalty: 4689.491211
	Iteration 51Q: 3 clusters Score -2106448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2106454.500000 Penalty: 4689.491211
	Iteration 52Q: 3 clusters Score -2106454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2106462.250000 Penalty: 4689.491211
	Iteration 53Q: 3 clusters Score -2106462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2106468.250000 Penalty: 4689.491211
	Iteration 54Q: 3 clusters Score -2106468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2106480.250000 Penalty: 4689.491211
	Iteration 55Q: 3 clusters Score -2106480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2106491.250000 Penalty: 4689.491211
	Iteration 56Q: 3 clusters Score -2106491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2106497.500000 Penalty: 4689.491211
	Iteration 57Q: 3 clusters Score -2106498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2106504.500000 Penalty: 4689.491211
	Iteration 58Q: 3 clusters Score -2106504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2106505.750000 Penalty: 4689.491211
	Iteration 59Q: 3 clusters Score -2106506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2106505.750000 Penalty: 4689.491211
	Iteration 60F: 3 clusters Score -2106506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Entering Unmasked Estep 
Score: -1438635.750000 Penalty: 2277.376221
	Iteration 0F: 2 clusters Score -1438636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1431140.375000 Penalty: 4554.752441
	Iteration 0F: 3 clusters Score -1431140 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1433422.375000 Penalty: 4554.752441
	Iteration 1F: 3 clusters Score -1433422 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1433853.750000 Penalty: 4554.752441
	Iteration 2F: 3 clusters Score -1433854 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1434209.250000 Penalty: 4554.752441
	Iteration 3F: 3 clusters Score -1434209 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1434537.500000 Penalty: 4554.752441
	Iteration 4F: 3 clusters Score -1434538 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1434868.125000 Penalty: 4554.752441
	Iteration 5Q: 3 clusters Score -1434868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1435172.875000 Penalty: 4554.752441
	Iteration 6Q: 3 clusters Score -1435173 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1435460.125000 Penalty: 4554.752441
	Iteration 7Q: 3 clusters Score -1435460 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1435752.875000 Penalty: 4554.752441
	Iteration 8Q: 3 clusters Score -1435753 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1436070.750000 Penalty: 4554.752441
	Iteration 9Q: 3 clusters Score -1436071 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1436397.250000 Penalty: 4554.752441
	Iteration 10Q: 3 clusters Score -1436397 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1436721.000000 Penalty: 4554.752441
	Iteration 11Q: 3 clusters Score -1436721 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1436961.625000 Penalty: 4554.752441
	Iteration 12Q: 3 clusters Score -1436962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1437149.375000 Penalty: 4554.752441
	Iteration 13Q: 3 clusters Score -1437149 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1437297.125000 Penalty: 4554.752441
	Iteration 14Q: 3 clusters Score -1437297 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1437414.625000 Penalty: 4554.752441
	Iteration 15Q: 3 clusters Score -1437415 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1437496.375000 Penalty: 4554.752441
	Iteration 16Q: 3 clusters Score -1437496 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1437559.625000 Penalty: 4554.752441
	Iteration 17Q: 3 clusters Score -1437560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1437616.125000 Penalty: 4554.752441
	Iteration 18Q: 3 clusters Score -1437616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1437658.500000 Penalty: 4554.752441
	Iteration 19Q: 3 clusters Score -1437658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1437690.625000 Penalty: 4554.752441
	Iteration 20F: 3 clusters Score -1437691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1437721.125000 Penalty: 4554.752441
	Iteration 21Q: 3 clusters Score -1437721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1437749.875000 Penalty: 4554.752441
	Iteration 22Q: 3 clusters Score -1437750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1437769.125000 Penalty: 4554.752441
	Iteration 23Q: 3 clusters Score -1437769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1437777.875000 Penalty: 4554.752441
	Iteration 24Q: 3 clusters Score -1437778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1437787.250000 Penalty: 4554.752441
	Iteration 25Q: 3 clusters Score -1437787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1437797.125000 Penalty: 4554.752441
	Iteration 26Q: 3 clusters Score -1437797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1437806.250000 Penalty: 4554.752441
	Iteration 27Q: 3 clusters Score -1437806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1437813.000000 Penalty: 4554.752441
	Iteration 28Q: 3 clusters Score -1437813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1437822.000000 Penalty: 4554.752441
	Iteration 29Q: 3 clusters Score -1437822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1437831.125000 Penalty: 4554.752441
	Iteration 30Q: 3 clusters Score -1437831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1437835.250000 Penalty: 4554.752441
	Iteration 31Q: 3 clusters Score -1437835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1437844.000000 Penalty: 4554.752441
	Iteration 32Q: 3 clusters Score -1437844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1437849.875000 Penalty: 4554.752441
	Iteration 33Q: 3 clusters Score -1437850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1437850.625000 Penalty: 4554.752441
	Iteration 34Q: 3 clusters Score -1437851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1437854.625000 Penalty: 4554.752441
	Iteration 35Q: 3 clusters Score -1437855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1437859.375000 Penalty: 4554.752441
	Iteration 36Q: 3 clusters Score -1437859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1437864.625000 Penalty: 4554.752441
	Iteration 37Q: 3 clusters Score -1437865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1437871.000000 Penalty: 4554.752441
	Iteration 38Q: 3 clusters Score -1437871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1437875.875000 Penalty: 4554.752441
	Iteration 39Q: 3 clusters Score -1437876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1437879.125000 Penalty: 4554.752441
	Iteration 40F: 3 clusters Score -1437879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1437882.750000 Penalty: 4554.752441
	Iteration 41Q: 3 clusters Score -1437883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1437894.625000 Penalty: 4554.752441
	Iteration 42Q: 3 clusters Score -1437895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1437895.750000 Penalty: 4554.752441
	Iteration 43Q: 3 clusters Score -1437896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1437899.000000 Penalty: 4554.752441
	Iteration 44Q: 3 clusters Score -1437899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1437907.125000 Penalty: 4554.752441
	Iteration 45Q: 3 clusters Score -1437907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1437905.375000 Penalty: 4554.752441
	Iteration 46Q: 3 clusters Score -1437905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1437914.375000 Penalty: 4554.752441
	Iteration 47Q: 3 clusters Score -1437914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1437913.625000 Penalty: 4554.752441
	Iteration 48Q: 3 clusters Score -1437914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1437918.500000 Penalty: 4554.752441
	Iteration 49Q: 3 clusters Score -1437918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1437926.750000 Penalty: 4554.752441
	Iteration 50Q: 3 clusters Score -1437927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1437923.375000 Penalty: 4554.752441
	Iteration 51Q: 3 clusters Score -1437923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1437925.500000 Penalty: 4554.752441
	Iteration 52Q: 3 clusters Score -1437926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1437929.625000 Penalty: 4554.752441
	Iteration 53Q: 3 clusters Score -1437930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1437931.625000 Penalty: 4554.752441
	Iteration 54Q: 3 clusters Score -1437932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1437928.250000 Penalty: 4554.752441
	Iteration 55Q: 3 clusters Score -1437928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1437933.250000 Penalty: 4554.752441
	Iteration 56Q: 3 clusters Score -1437933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1437933.875000 Penalty: 4554.752441
	Iteration 57Q: 3 clusters Score -1437934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1437934.000000 Penalty: 4554.752441
	Iteration 58Q: 3 clusters Score -1437934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1437937.250000 Penalty: 4554.752441
	Iteration 59Q: 3 clusters Score -1437937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1437935.875000 Penalty: 4554.752441
	Iteration 60F: 3 clusters Score -1437936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1437937.125000 Penalty: 4554.752441
	Iteration 61Q: 3 clusters Score -1437937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1437939.375000 Penalty: 4554.752441
	Iteration 62Q: 3 clusters Score -1437939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1437937.375000 Penalty: 4554.752441
	Iteration 63Q: 3 clusters Score -1437937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1437940.125000 Penalty: 4554.752441
	Iteration 64Q: 3 clusters Score -1437940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1437936.750000 Penalty: 4554.752441
	Iteration 65Q: 3 clusters Score -1437937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1437941.250000 Penalty: 4554.752441
	Iteration 66Q: 3 clusters Score -1437941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1437941.625000 Penalty: 4554.752441
	Iteration 67Q: 3 clusters Score -1437942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1437942.375000 Penalty: 4554.752441
	Iteration 68Q: 3 clusters Score -1437942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1437945.250000 Penalty: 4554.752441
	Iteration 69Q: 3 clusters Score -1437945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1437949.500000 Penalty: 4554.752441
	Iteration 70Q: 3 clusters Score -1437950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1437949.375000 Penalty: 4554.752441
	Iteration 71Q: 3 clusters Score -1437949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1437947.125000 Penalty: 4554.752441
	Iteration 72Q: 3 clusters Score -1437947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1437946.500000 Penalty: 4554.752441
	Iteration 73Q: 3 clusters Score -1437946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1437948.875000 Penalty: 4554.752441
	Iteration 74Q: 3 clusters Score -1437949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1437948.375000 Penalty: 4554.752441
	Iteration 75Q: 3 clusters Score -1437948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1437950.125000 Penalty: 4554.752441
	Iteration 76Q: 3 clusters Score -1437950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1437950.625000 Penalty: 4554.752441
	Iteration 77Q: 3 clusters Score -1437951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1437955.625000 Penalty: 4554.752441
	Iteration 78Q: 3 clusters Score -1437956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1437954.500000 Penalty: 4554.752441
	Iteration 79Q: 3 clusters Score -1437954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1437960.875000 Penalty: 4554.752441
	Iteration 80F: 3 clusters Score -1437961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1437965.375000 Penalty: 4554.752441
	Iteration 81Q: 3 clusters Score -1437965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1437967.750000 Penalty: 4554.752441
	Iteration 82Q: 3 clusters Score -1437968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1437968.375000 Penalty: 4554.752441
	Iteration 83Q: 3 clusters Score -1437968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1437972.875000 Penalty: 4554.752441
	Iteration 84Q: 3 clusters Score -1437973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1437975.875000 Penalty: 4554.752441
	Iteration 85Q: 3 clusters Score -1437976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1437983.625000 Penalty: 4554.752441
	Iteration 86Q: 3 clusters Score -1437984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1437992.875000 Penalty: 4554.752441
	Iteration 87Q: 3 clusters Score -1437993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1438003.500000 Penalty: 4554.752441
	Iteration 88Q: 3 clusters Score -1438004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1438016.000000 Penalty: 4554.752441
	Iteration 89Q: 3 clusters Score -1438016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1438039.875000 Penalty: 4554.752441
	Iteration 90Q: 3 clusters Score -1438040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1438070.875000 Penalty: 4554.752441
	Iteration 91Q: 3 clusters Score -1438071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1438117.125000 Penalty: 4554.752441
	Iteration 92Q: 3 clusters Score -1438117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1438190.500000 Penalty: 4554.752441
	Iteration 93Q: 3 clusters Score -1438190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1438284.125000 Penalty: 4554.752441
	Iteration 94Q: 3 clusters Score -1438284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1438442.125000 Penalty: 4554.752441
	Iteration 95Q: 3 clusters Score -1438442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1438633.500000 Penalty: 4554.752441
	Iteration 96Q: 3 clusters Score -1438634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1438786.125000 Penalty: 4554.752441
	Iteration 97Q: 3 clusters Score -1438786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1438873.625000 Penalty: 4554.752441
	Iteration 98Q: 3 clusters Score -1438874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1438919.250000 Penalty: 4554.752441
	Iteration 99Q: 3 clusters Score -1438919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1438950.500000 Penalty: 4554.752441
	Iteration 100F: 3 clusters Score -1438950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1438980.000000 Penalty: 4554.752441
	Iteration 101Q: 3 clusters Score -1438980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1438986.000000 Penalty: 4554.752441
	Iteration 102Q: 3 clusters Score -1438986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1439003.875000 Penalty: 4554.752441
	Iteration 103Q: 3 clusters Score -1439004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1439010.625000 Penalty: 4554.752441
	Iteration 104Q: 3 clusters Score -1439011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1439020.125000 Penalty: 4554.752441
	Iteration 105Q: 3 clusters Score -1439020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1439024.125000 Penalty: 4554.752441
	Iteration 106Q: 3 clusters Score -1439024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1439031.000000 Penalty: 4554.752441
	Iteration 107Q: 3 clusters Score -1439031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1439037.000000 Penalty: 4554.752441
	Iteration 108Q: 3 clusters Score -1439037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1439040.375000 Penalty: 4554.752441
	Iteration 109Q: 3 clusters Score -1439040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1439050.000000 Penalty: 4554.752441
	Iteration 110Q: 3 clusters Score -1439050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1439047.875000 Penalty: 4554.752441
	Iteration 111Q: 3 clusters Score -1439048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1439046.625000 Penalty: 4554.752441
	Iteration 112Q: 3 clusters Score -1439047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1439050.875000 Penalty: 4554.752441
	Iteration 113Q: 3 clusters Score -1439051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1439049.000000 Penalty: 4554.752441
	Iteration 114Q: 3 clusters Score -1439049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1439047.750000 Penalty: 4554.752441
	Iteration 115Q: 3 clusters Score -1439048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1439047.750000 Penalty: 4554.752441
	Iteration 116F: 3 clusters Score -1439048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64273 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64561 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19940 members 
Mstep: Class 8 contains 101329 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19278 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7864 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9638 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32876 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9892 members 
Mstep: Class 40 contains 117087 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7205 members 
Mstep: Class 44 contains 5595 members 
Entering Unmasked Estep 
Score: -120396896.000000 Penalty: 148260.671875
Splitting cluster 12 changes total score from -120397808.000000 to -120396896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Entering Unmasked Estep 
Score: -8308214.000000 Penalty: 2699.457764
	Iteration 0F: 2 clusters Score -8308214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -8272288.000000 Penalty: 5398.915527
	Iteration 0F: 3 clusters Score -8272288 nChanged 24805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -8287149.500000 Penalty: 5398.915527
	Iteration 1F: 3 clusters Score -8287150 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -8289266.000000 Penalty: 5398.915527
	Iteration 2F: 3 clusters Score -8289266 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -8292189.000000 Penalty: 5398.915527
	Iteration 3F: 3 clusters Score -8292189 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -8295115.500000 Penalty: 5398.915527
	Iteration 4F: 3 clusters Score -8295116 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -8297260.000000 Penalty: 5398.915527
	Iteration 5F: 3 clusters Score -8297260 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -8298782.000000 Penalty: 5398.915527
	Iteration 6F: 3 clusters Score -8298782 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8299914.500000 Penalty: 5398.915527
	Iteration 7Q: 3 clusters Score -8299914 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -8300889.000000 Penalty: 5398.915527
	Iteration 8Q: 3 clusters Score -8300889 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -8301750.500000 Penalty: 5398.915527
	Iteration 9Q: 3 clusters Score -8301750 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -8302639.500000 Penalty: 5398.915527
	Iteration 10Q: 3 clusters Score -8302640 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -8303448.000000 Penalty: 5398.915527
	Iteration 11Q: 3 clusters Score -8303448 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -8304180.000000 Penalty: 5398.915527
	Iteration 12Q: 3 clusters Score -8304180 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -8304774.000000 Penalty: 5398.915527
	Iteration 13Q: 3 clusters Score -8304774 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -8305241.500000 Penalty: 5398.915527
	Iteration 14Q: 3 clusters Score -8305242 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -8305547.000000 Penalty: 5398.915527
	Iteration 15Q: 3 clusters Score -8305547 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -8305718.000000 Penalty: 5398.915527
	Iteration 16Q: 3 clusters Score -8305718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -8305833.000000 Penalty: 5398.915527
	Iteration 17Q: 3 clusters Score -8305833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -8305874.000000 Penalty: 5398.915527
	Iteration 18Q: 3 clusters Score -8305874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -8305905.500000 Penalty: 5398.915527
	Iteration 19Q: 3 clusters Score -8305906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -8305916.500000 Penalty: 5398.915527
	Iteration 20F: 3 clusters Score -8305916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -8305947.000000 Penalty: 5398.915527
	Iteration 21Q: 3 clusters Score -8305947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -8305966.000000 Penalty: 5398.915527
	Iteration 22Q: 3 clusters Score -8305966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -8305964.000000 Penalty: 5398.915527
	Iteration 23Q: 3 clusters Score -8305964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -8305983.000000 Penalty: 5398.915527
	Iteration 24Q: 3 clusters Score -8305983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8305985.000000 Penalty: 5398.915527
	Iteration 25Q: 3 clusters Score -8305985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -8305982.000000 Penalty: 5398.915527
	Iteration 26Q: 3 clusters Score -8305982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -8305983.500000 Penalty: 5398.915527
	Iteration 27Q: 3 clusters Score -8305984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -8305986.500000 Penalty: 5398.915527
	Iteration 28Q: 3 clusters Score -8305986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -8305990.000000 Penalty: 5398.915527
	Iteration 29Q: 3 clusters Score -8305990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -8305986.000000 Penalty: 5398.915527
	Iteration 30Q: 3 clusters Score -8305986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -8305993.000000 Penalty: 5398.915527
	Iteration 31Q: 3 clusters Score -8305993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -8305989.000000 Penalty: 5398.915527
	Iteration 32Q: 3 clusters Score -8305989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -8305987.500000 Penalty: 5398.915527
	Iteration 33Q: 3 clusters Score -8305988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -8305989.500000 Penalty: 5398.915527
	Iteration 34Q: 3 clusters Score -8305990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -8305985.500000 Penalty: 5398.915527
	Iteration 35Q: 3 clusters Score -8305986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -8305989.500000 Penalty: 5398.915527
	Iteration 36Q: 3 clusters Score -8305990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -8305989.000000 Penalty: 5398.915527
	Iteration 37Q: 3 clusters Score -8305989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -8305989.500000 Penalty: 5398.915527
	Iteration 38Q: 3 clusters Score -8305990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -8305988.000000 Penalty: 5398.915527
	Iteration 39Q: 3 clusters Score -8305988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -8305990.000000 Penalty: 5398.915527
	Iteration 40F: 3 clusters Score -8305990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -8305995.500000 Penalty: 5398.915527
	Iteration 41Q: 3 clusters Score -8305996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -8305994.500000 Penalty: 5398.915527
	Iteration 42Q: 3 clusters Score -8305994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -8305990.000000 Penalty: 5398.915527
	Iteration 43Q: 3 clusters Score -8305990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -8305991.500000 Penalty: 5398.915527
	Iteration 44Q: 3 clusters Score -8305992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -8305995.000000 Penalty: 5398.915527
	Iteration 45Q: 3 clusters Score -8305995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -8305991.500000 Penalty: 5398.915527
	Iteration 46Q: 3 clusters Score -8305992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -8305994.000000 Penalty: 5398.915527
	Iteration 47Q: 3 clusters Score -8305994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -8305995.500000 Penalty: 5398.915527
	Iteration 48Q: 3 clusters Score -8305996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -8305998.500000 Penalty: 5398.915527
	Iteration 49Q: 3 clusters Score -8305998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -8306000.500000 Penalty: 5398.915527
	Iteration 50Q: 3 clusters Score -8306000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -8305997.500000 Penalty: 5398.915527
	Iteration 51Q: 3 clusters Score -8305998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -8305996.500000 Penalty: 5398.915527
	Iteration 52Q: 3 clusters Score -8305996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -8305996.500000 Penalty: 5398.915527
	Iteration 53F: 3 clusters Score -8305996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1642172.875000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1642173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1634213.750000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1634214 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1636597.500000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1636598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1636890.625000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1636891 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1637125.875000 Penalty: 4594.649902
	Iteration 3Q: 3 clusters Score -1637126 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1637340.625000 Penalty: 4594.649902
	Iteration 4Q: 3 clusters Score -1637341 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1637556.875000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1637557 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1637781.875000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1637782 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1638051.000000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1638051 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1638358.000000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1638358 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1638671.750000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1638672 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1639003.250000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1639003 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1639271.875000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1639272 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1639496.375000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1639496 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1639722.500000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1639722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1639891.000000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1639891 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1640019.000000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1640019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1640122.625000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1640123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1640186.750000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1640187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1640221.625000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1640222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1640246.625000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1640247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1640262.250000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1640262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1640266.375000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1640266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1640269.625000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1640270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1640269.375000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1640269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1640273.750000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1640274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1640278.875000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1640279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1640284.500000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1640284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1640287.875000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1640288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1640290.250000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1640290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1640292.000000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1640292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1640296.250000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1640296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1640302.375000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1640302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1640303.750000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1640304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1640305.000000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1640305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1640306.375000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1640306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1640306.375000 Penalty: 4594.649902
	Iteration 35F: 3 clusters Score -1640306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1099362.750000 Penalty: 2193.645752
	Iteration 0F: 2 clusters Score -1099363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1093662.500000 Penalty: 4387.291504
	Iteration 0F: 3 clusters Score -1093662 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1095097.750000 Penalty: 4387.291504
	Iteration 1F: 3 clusters Score -1095098 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1095317.750000 Penalty: 4387.291504
	Iteration 2F: 3 clusters Score -1095318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1095455.375000 Penalty: 4387.291504
	Iteration 3Q: 3 clusters Score -1095455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1095549.875000 Penalty: 4387.291504
	Iteration 4Q: 3 clusters Score -1095550 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1095626.750000 Penalty: 4387.291504
	Iteration 5Q: 3 clusters Score -1095627 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1095689.250000 Penalty: 4387.291504
	Iteration 6Q: 3 clusters Score -1095689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1095751.125000 Penalty: 4387.291504
	Iteration 7Q: 3 clusters Score -1095751 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1095796.375000 Penalty: 4387.291504
	Iteration 8Q: 3 clusters Score -1095796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1095839.875000 Penalty: 4387.291504
	Iteration 9Q: 3 clusters Score -1095840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1095880.875000 Penalty: 4387.291504
	Iteration 10Q: 3 clusters Score -1095881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1095924.750000 Penalty: 4387.291504
	Iteration 11Q: 3 clusters Score -1095925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1095966.000000 Penalty: 4387.291504
	Iteration 12Q: 3 clusters Score -1095966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1096017.125000 Penalty: 4387.291504
	Iteration 13Q: 3 clusters Score -1096017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1096067.750000 Penalty: 4387.291504
	Iteration 14Q: 3 clusters Score -1096068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1096122.625000 Penalty: 4387.291504
	Iteration 15Q: 3 clusters Score -1096123 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1096203.625000 Penalty: 4387.291504
	Iteration 16Q: 3 clusters Score -1096204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1096309.875000 Penalty: 4387.291504
	Iteration 17Q: 3 clusters Score -1096310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1096449.125000 Penalty: 4387.291504
	Iteration 18Q: 3 clusters Score -1096449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1096609.375000 Penalty: 4387.291504
	Iteration 19Q: 3 clusters Score -1096609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1096809.375000 Penalty: 4387.291504
	Iteration 20F: 3 clusters Score -1096809 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1097024.250000 Penalty: 4387.291504
	Iteration 21Q: 3 clusters Score -1097024 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1097228.500000 Penalty: 4387.291504
	Iteration 22Q: 3 clusters Score -1097228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1097392.625000 Penalty: 4387.291504
	Iteration 23Q: 3 clusters Score -1097393 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1097520.500000 Penalty: 4387.291504
	Iteration 24Q: 3 clusters Score -1097520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1097613.625000 Penalty: 4387.291504
	Iteration 25Q: 3 clusters Score -1097614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1097672.000000 Penalty: 4387.291504
	Iteration 26Q: 3 clusters Score -1097672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1097703.750000 Penalty: 4387.291504
	Iteration 27Q: 3 clusters Score -1097704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1097728.125000 Penalty: 4387.291504
	Iteration 28Q: 3 clusters Score -1097728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1097742.125000 Penalty: 4387.291504
	Iteration 29Q: 3 clusters Score -1097742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1097753.250000 Penalty: 4387.291504
	Iteration 30Q: 3 clusters Score -1097753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1097756.000000 Penalty: 4387.291504
	Iteration 31Q: 3 clusters Score -1097756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1097759.250000 Penalty: 4387.291504
	Iteration 32Q: 3 clusters Score -1097759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1097762.875000 Penalty: 4387.291504
	Iteration 33Q: 3 clusters Score -1097763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1097763.875000 Penalty: 4387.291504
	Iteration 34Q: 3 clusters Score -1097764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1097763.625000 Penalty: 4387.291504
	Iteration 35Q: 3 clusters Score -1097764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1097764.750000 Penalty: 4387.291504
	Iteration 36Q: 3 clusters Score -1097765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1097767.875000 Penalty: 4387.291504
	Iteration 37Q: 3 clusters Score -1097768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1097767.250000 Penalty: 4387.291504
	Iteration 38Q: 3 clusters Score -1097767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1097769.125000 Penalty: 4387.291504
	Iteration 39Q: 3 clusters Score -1097769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1097767.250000 Penalty: 4387.291504
	Iteration 40F: 3 clusters Score -1097767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1097768.375000 Penalty: 4387.291504
	Iteration 41Q: 3 clusters Score -1097768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1097768.375000 Penalty: 4387.291504
	Iteration 42F: 3 clusters Score -1097768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -192385.046875 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -192385 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 698 members 
Entering Unmasked Estep 
Score: -190198.421875 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -190198.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190660.390625 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -190660.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -190899.734375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -190899.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -191051.281250 Penalty: 3589.937988
	Iteration 3F: 3 clusters Score -191051.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -191164.562500 Penalty: 3589.937988
	Iteration 4F: 3 clusters Score -191164.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191228.312500 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -191228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -191257.109375 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -191257.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -191275.203125 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -191275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191293.171875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -191293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191308.625000 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -191308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -191316.500000 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -191316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -191323.468750 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -191323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -191331.453125 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -191331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -191339.359375 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -191339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191341.406250 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -191341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -191342.890625 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -191342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191345.140625 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -191345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -191346.562500 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -191346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191347.484375 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -191347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191347.484375 Penalty: 3589.937988
	Iteration 19F: 3 clusters Score -191347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -1005647.625000 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -1005648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1000010.250000 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -1000010 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1001518.187500 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -1001518 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1001772.625000 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -1001773 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1001957.812500 Penalty: 4369.024902
	Iteration 3F: 3 clusters Score -1001958 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1002137.062500 Penalty: 4369.024902
	Iteration 4Q: 3 clusters Score -1002137 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1002314.000000 Penalty: 4369.024902
	Iteration 5Q: 3 clusters Score -1002314 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1002471.125000 Penalty: 4369.024902
	Iteration 6Q: 3 clusters Score -1002471 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1002651.562500 Penalty: 4369.024902
	Iteration 7Q: 3 clusters Score -1002652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1002866.687500 Penalty: 4369.024902
	Iteration 8Q: 3 clusters Score -1002867 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1003037.750000 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -1003038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1003213.187500 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -1003213 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1003365.875000 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -1003366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1003500.437500 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -1003500 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1003630.187500 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -1003630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1003720.750000 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -1003721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1003789.312500 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -1003789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1003839.125000 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -1003839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1003887.875000 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -1003888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1003929.812500 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -1003930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1003953.812500 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -1003954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1003977.125000 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -1003977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1003997.625000 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -1003998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1004023.375000 Penalty: 4369.024902
	Iteration 22Q: 3 clusters Score -1004023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1004054.250000 Penalty: 4369.024902
	Iteration 23Q: 3 clusters Score -1004054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1004074.625000 Penalty: 4369.024902
	Iteration 24Q: 3 clusters Score -1004075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1004097.937500 Penalty: 4369.024902
	Iteration 25Q: 3 clusters Score -1004098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1004121.562500 Penalty: 4369.024902
	Iteration 26Q: 3 clusters Score -1004122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1004147.687500 Penalty: 4369.024902
	Iteration 27Q: 3 clusters Score -1004148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1004164.562500 Penalty: 4369.024902
	Iteration 28Q: 3 clusters Score -1004165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1004172.812500 Penalty: 4369.024902
	Iteration 29Q: 3 clusters Score -1004173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1004187.500000 Penalty: 4369.024902
	Iteration 30Q: 3 clusters Score -1004188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1004195.812500 Penalty: 4369.024902
	Iteration 31Q: 3 clusters Score -1004196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1004212.562500 Penalty: 4369.024902
	Iteration 32Q: 3 clusters Score -1004213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1004237.187500 Penalty: 4369.024902
	Iteration 33Q: 3 clusters Score -1004237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1004263.250000 Penalty: 4369.024902
	Iteration 34Q: 3 clusters Score -1004263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1004287.250000 Penalty: 4369.024902
	Iteration 35Q: 3 clusters Score -1004287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1004310.250000 Penalty: 4369.024902
	Iteration 36Q: 3 clusters Score -1004310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1004324.500000 Penalty: 4369.024902
	Iteration 37Q: 3 clusters Score -1004324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1004330.875000 Penalty: 4369.024902
	Iteration 38Q: 3 clusters Score -1004331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1004337.375000 Penalty: 4369.024902
	Iteration 39Q: 3 clusters Score -1004337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1004341.875000 Penalty: 4369.024902
	Iteration 40F: 3 clusters Score -1004342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1004347.937500 Penalty: 4369.024902
	Iteration 41Q: 3 clusters Score -1004348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1004352.500000 Penalty: 4369.024902
	Iteration 42Q: 3 clusters Score -1004352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1004360.062500 Penalty: 4369.024902
	Iteration 43Q: 3 clusters Score -1004360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1004360.687500 Penalty: 4369.024902
	Iteration 44Q: 3 clusters Score -1004361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1004362.125000 Penalty: 4369.024902
	Iteration 45Q: 3 clusters Score -1004362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1004365.250000 Penalty: 4369.024902
	Iteration 46Q: 3 clusters Score -1004365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1004363.812500 Penalty: 4369.024902
	Iteration 47Q: 3 clusters Score -1004364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1004367.562500 Penalty: 4369.024902
	Iteration 48Q: 3 clusters Score -1004368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1004366.812500 Penalty: 4369.024902
	Iteration 49Q: 3 clusters Score -1004367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1004369.062500 Penalty: 4369.024902
	Iteration 50Q: 3 clusters Score -1004369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1004370.875000 Penalty: 4369.024902
	Iteration 51Q: 3 clusters Score -1004371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1004371.250000 Penalty: 4369.024902
	Iteration 52Q: 3 clusters Score -1004371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1004375.625000 Penalty: 4369.024902
	Iteration 53Q: 3 clusters Score -1004376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1004375.187500 Penalty: 4369.024902
	Iteration 54Q: 3 clusters Score -1004375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1004373.750000 Penalty: 4369.024902
	Iteration 55Q: 3 clusters Score -1004374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004375.250000 Penalty: 4369.024902
	Iteration 56Q: 3 clusters Score -1004375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004375.875000 Penalty: 4369.024902
	Iteration 57Q: 3 clusters Score -1004376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004375.875000 Penalty: 4369.024902
	Iteration 58F: 3 clusters Score -1004376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -163436.156250 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -163436.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161446.109375 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -161446.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161792.328125 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -161792.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161897.968750 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -161898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161961.000000 Penalty: 3473.069336
	Iteration 3Q: 3 clusters Score -161961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161978.328125 Penalty: 3473.069336
	Iteration 4Q: 3 clusters Score -161978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161986.875000 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -161986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161992.375000 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -161992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161993.218750 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -161993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161993.546875 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -161993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161997.953125 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -161998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162000.515625 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -162000.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162004.562500 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -162004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162004.562500 Penalty: 3473.069336
	Iteration 12F: 3 clusters Score -162004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1509634.125000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1509634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1501771.250000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1501771 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1504111.750000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1504112 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1504494.625000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1504495 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1504849.750000 Penalty: 4582.218750
	Iteration 3F: 3 clusters Score -1504850 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1505215.750000 Penalty: 4582.218750
	Iteration 4F: 3 clusters Score -1505216 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1505608.250000 Penalty: 4582.218750
	Iteration 5F: 3 clusters Score -1505608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1506068.500000 Penalty: 4582.218750
	Iteration 6F: 3 clusters Score -1506068 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1506631.000000 Penalty: 4582.218750
	Iteration 7F: 3 clusters Score -1506631 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1507281.000000 Penalty: 4582.218750
	Iteration 8F: 3 clusters Score -1507281 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1507876.250000 Penalty: 4582.218750
	Iteration 9F: 3 clusters Score -1507876 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1508255.125000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1508255 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1508477.375000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1508477 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1508581.500000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1508582 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1508630.750000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1508631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1508662.500000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1508662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1508678.000000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1508678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1508687.625000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1508688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1508695.750000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1508696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1508696.375000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1508696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1508705.625000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1508706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1508710.375000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1508710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1508712.000000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1508712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1508715.375000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1508715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1508715.125000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1508715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1508717.000000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1508717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1508714.125000 Penalty: 4582.218750
	Iteration 25Q: 3 clusters Score -1508714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1508718.375000 Penalty: 4582.218750
	Iteration 26Q: 3 clusters Score -1508718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1508720.125000 Penalty: 4582.218750
	Iteration 27Q: 3 clusters Score -1508720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1508727.625000 Penalty: 4582.218750
	Iteration 28Q: 3 clusters Score -1508728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1508728.875000 Penalty: 4582.218750
	Iteration 29Q: 3 clusters Score -1508729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1508728.625000 Penalty: 4582.218750
	Iteration 30Q: 3 clusters Score -1508729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1508728.375000 Penalty: 4582.218750
	Iteration 31Q: 3 clusters Score -1508728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1508732.750000 Penalty: 4582.218750
	Iteration 32Q: 3 clusters Score -1508733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1508729.750000 Penalty: 4582.218750
	Iteration 33Q: 3 clusters Score -1508730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1508731.000000 Penalty: 4582.218750
	Iteration 34Q: 3 clusters Score -1508731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1508734.875000 Penalty: 4582.218750
	Iteration 35Q: 3 clusters Score -1508735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1508734.375000 Penalty: 4582.218750
	Iteration 36Q: 3 clusters Score -1508734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1508734.000000 Penalty: 4582.218750
	Iteration 37Q: 3 clusters Score -1508734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1508736.500000 Penalty: 4582.218750
	Iteration 38Q: 3 clusters Score -1508736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1508740.750000 Penalty: 4582.218750
	Iteration 39Q: 3 clusters Score -1508741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1508739.500000 Penalty: 4582.218750
	Iteration 40F: 3 clusters Score -1508740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1508742.250000 Penalty: 4582.218750
	Iteration 41Q: 3 clusters Score -1508742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1508743.375000 Penalty: 4582.218750
	Iteration 42Q: 3 clusters Score -1508743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1508746.250000 Penalty: 4582.218750
	Iteration 43Q: 3 clusters Score -1508746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1508748.750000 Penalty: 4582.218750
	Iteration 44Q: 3 clusters Score -1508749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1508751.375000 Penalty: 4582.218750
	Iteration 45Q: 3 clusters Score -1508751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1508750.000000 Penalty: 4582.218750
	Iteration 46Q: 3 clusters Score -1508750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1508750.250000 Penalty: 4582.218750
	Iteration 47Q: 3 clusters Score -1508750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1508751.250000 Penalty: 4582.218750
	Iteration 48Q: 3 clusters Score -1508751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1508752.750000 Penalty: 4582.218750
	Iteration 49Q: 3 clusters Score -1508753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1508753.000000 Penalty: 4582.218750
	Iteration 50Q: 3 clusters Score -1508753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1508753.750000 Penalty: 4582.218750
	Iteration 51Q: 3 clusters Score -1508754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1508758.000000 Penalty: 4582.218750
	Iteration 52Q: 3 clusters Score -1508758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1508759.625000 Penalty: 4582.218750
	Iteration 53Q: 3 clusters Score -1508760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1508759.750000 Penalty: 4582.218750
	Iteration 54Q: 3 clusters Score -1508760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1508758.000000 Penalty: 4582.218750
	Iteration 55Q: 3 clusters Score -1508758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1508758.875000 Penalty: 4582.218750
	Iteration 56Q: 3 clusters Score -1508759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1508758.875000 Penalty: 4582.218750
	Iteration 57F: 3 clusters Score -1508759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Entering Unmasked Estep 
Score: -8018712.000000 Penalty: 2691.582520
	Iteration 0F: 2 clusters Score -8018712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -7983991.500000 Penalty: 5383.165039
	Iteration 0F: 3 clusters Score -7983992 nChanged 23829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -7997569.500000 Penalty: 5383.165039
	Iteration 1F: 3 clusters Score -7997570 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -7998597.500000 Penalty: 5383.165039
	Iteration 2Q: 3 clusters Score -7998598 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -7999906.500000 Penalty: 5383.165039
	Iteration 3F: 3 clusters Score -7999906 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -8001552.500000 Penalty: 5383.165039
	Iteration 4F: 3 clusters Score -8001552 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -8003477.500000 Penalty: 5383.165039
	Iteration 5F: 3 clusters Score -8003478 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -8005197.500000 Penalty: 5383.165039
	Iteration 6F: 3 clusters Score -8005198 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -8006668.000000 Penalty: 5383.165039
	Iteration 7F: 3 clusters Score -8006668 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -8007687.500000 Penalty: 5383.165039
	Iteration 8Q: 3 clusters Score -8007688 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -8008355.000000 Penalty: 5383.165039
	Iteration 9Q: 3 clusters Score -8008355 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -8008683.000000 Penalty: 5383.165039
	Iteration 10Q: 3 clusters Score -8008683 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -8008907.500000 Penalty: 5383.165039
	Iteration 11Q: 3 clusters Score -8008908 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -8009129.500000 Penalty: 5383.165039
	Iteration 12Q: 3 clusters Score -8009130 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -8009236.500000 Penalty: 5383.165039
	Iteration 13Q: 3 clusters Score -8009236 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8009336.500000 Penalty: 5383.165039
	Iteration 14Q: 3 clusters Score -8009336 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -8009356.000000 Penalty: 5383.165039
	Iteration 15Q: 3 clusters Score -8009356 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8009433.000000 Penalty: 5383.165039
	Iteration 16Q: 3 clusters Score -8009433 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -8009525.500000 Penalty: 5383.165039
	Iteration 17Q: 3 clusters Score -8009526 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -8009543.500000 Penalty: 5383.165039
	Iteration 18Q: 3 clusters Score -8009544 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -8009619.500000 Penalty: 5383.165039
	Iteration 19Q: 3 clusters Score -8009620 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -8009703.500000 Penalty: 5383.165039
	Iteration 20F: 3 clusters Score -8009704 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8009801.000000 Penalty: 5383.165039
	Iteration 21Q: 3 clusters Score -8009801 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -8009920.500000 Penalty: 5383.165039
	Iteration 22Q: 3 clusters Score -8009920 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -8010075.000000 Penalty: 5383.165039
	Iteration 23Q: 3 clusters Score -8010075 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -8010290.000000 Penalty: 5383.165039
	Iteration 24Q: 3 clusters Score -8010290 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -8010629.500000 Penalty: 5383.165039
	Iteration 25Q: 3 clusters Score -8010630 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -8011001.500000 Penalty: 5383.165039
	Iteration 26Q: 3 clusters Score -8011002 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8011525.000000 Penalty: 5383.165039
	Iteration 27Q: 3 clusters Score -8011525 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -8012169.000000 Penalty: 5383.165039
	Iteration 28Q: 3 clusters Score -8012169 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8012830.500000 Penalty: 5383.165039
	Iteration 29Q: 3 clusters Score -8012830 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8013470.000000 Penalty: 5383.165039
	Iteration 30Q: 3 clusters Score -8013470 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8014067.000000 Penalty: 5383.165039
	Iteration 31Q: 3 clusters Score -8014067 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8014614.500000 Penalty: 5383.165039
	Iteration 32Q: 3 clusters Score -8014614 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8015059.500000 Penalty: 5383.165039
	Iteration 33Q: 3 clusters Score -8015060 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -8015383.500000 Penalty: 5383.165039
	Iteration 34Q: 3 clusters Score -8015384 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -8015608.500000 Penalty: 5383.165039
	Iteration 35Q: 3 clusters Score -8015608 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -8015785.000000 Penalty: 5383.165039
	Iteration 36Q: 3 clusters Score -8015785 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -8015987.500000 Penalty: 5383.165039
	Iteration 37Q: 3 clusters Score -8015988 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -8016171.500000 Penalty: 5383.165039
	Iteration 38Q: 3 clusters Score -8016172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -8016343.000000 Penalty: 5383.165039
	Iteration 39Q: 3 clusters Score -8016343 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -8016463.500000 Penalty: 5383.165039
	Iteration 40F: 3 clusters Score -8016464 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -8016587.500000 Penalty: 5383.165039
	Iteration 41Q: 3 clusters Score -8016588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -8016659.500000 Penalty: 5383.165039
	Iteration 42Q: 3 clusters Score -8016660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -8016728.500000 Penalty: 5383.165039
	Iteration 43Q: 3 clusters Score -8016728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -8016807.500000 Penalty: 5383.165039
	Iteration 44Q: 3 clusters Score -8016808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -8016869.500000 Penalty: 5383.165039
	Iteration 45Q: 3 clusters Score -8016870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -8016986.500000 Penalty: 5383.165039
	Iteration 46Q: 3 clusters Score -8016986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -8017068.500000 Penalty: 5383.165039
	Iteration 47Q: 3 clusters Score -8017068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -8017132.500000 Penalty: 5383.165039
	Iteration 48Q: 3 clusters Score -8017132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -8017166.000000 Penalty: 5383.165039
	Iteration 49Q: 3 clusters Score -8017166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -8017221.500000 Penalty: 5383.165039
	Iteration 50Q: 3 clusters Score -8017222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -8017269.500000 Penalty: 5383.165039
	Iteration 51Q: 3 clusters Score -8017270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -8017282.000000 Penalty: 5383.165039
	Iteration 52Q: 3 clusters Score -8017282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -8017290.500000 Penalty: 5383.165039
	Iteration 53Q: 3 clusters Score -8017290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -8017317.500000 Penalty: 5383.165039
	Iteration 54Q: 3 clusters Score -8017318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -8017341.000000 Penalty: 5383.165039
	Iteration 55Q: 3 clusters Score -8017341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -8017357.500000 Penalty: 5383.165039
	Iteration 56Q: 3 clusters Score -8017358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -8017367.500000 Penalty: 5383.165039
	Iteration 57Q: 3 clusters Score -8017368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -8017373.500000 Penalty: 5383.165039
	Iteration 58Q: 3 clusters Score -8017374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8017375.500000 Penalty: 5383.165039
	Iteration 59Q: 3 clusters Score -8017376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -8017380.000000 Penalty: 5383.165039
	Iteration 60F: 3 clusters Score -8017380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -8017383.500000 Penalty: 5383.165039
	Iteration 61Q: 3 clusters Score -8017384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -8017390.500000 Penalty: 5383.165039
	Iteration 62Q: 3 clusters Score -8017390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -8017388.000000 Penalty: 5383.165039
	Iteration 63Q: 3 clusters Score -8017388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -8017389.500000 Penalty: 5383.165039
	Iteration 64Q: 3 clusters Score -8017390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -8017386.500000 Penalty: 5383.165039
	Iteration 65Q: 3 clusters Score -8017386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -8017383.500000 Penalty: 5383.165039
	Iteration 66Q: 3 clusters Score -8017384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -8017383.500000 Penalty: 5383.165039
	Iteration 67F: 3 clusters Score -8017384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Entering Unmasked Estep 
Score: -2992051.250000 Penalty: 2446.946533
	Iteration 0F: 2 clusters Score -2992051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2978409.000000 Penalty: 4893.893066
	Iteration 0F: 3 clusters Score -2978409 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2983039.000000 Penalty: 4893.893066
	Iteration 1F: 3 clusters Score -2983039 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2983437.750000 Penalty: 4893.893066
	Iteration 2F: 3 clusters Score -2983438 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2983773.250000 Penalty: 4893.893066
	Iteration 3Q: 3 clusters Score -2983773 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2984039.500000 Penalty: 4893.893066
	Iteration 4Q: 3 clusters Score -2984040 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2984289.250000 Penalty: 4893.893066
	Iteration 5Q: 3 clusters Score -2984289 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2984615.500000 Penalty: 4893.893066
	Iteration 6Q: 3 clusters Score -2984616 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2984956.750000 Penalty: 4893.893066
	Iteration 7Q: 3 clusters Score -2984957 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2985342.750000 Penalty: 4893.893066
	Iteration 8Q: 3 clusters Score -2985343 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2985765.250000 Penalty: 4893.893066
	Iteration 9Q: 3 clusters Score -2985765 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2986180.750000 Penalty: 4893.893066
	Iteration 10Q: 3 clusters Score -2986181 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2986579.500000 Penalty: 4893.893066
	Iteration 11Q: 3 clusters Score -2986580 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2986960.250000 Penalty: 4893.893066
	Iteration 12Q: 3 clusters Score -2986960 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2987311.000000 Penalty: 4893.893066
	Iteration 13Q: 3 clusters Score -2987311 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2987606.750000 Penalty: 4893.893066
	Iteration 14Q: 3 clusters Score -2987607 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2987810.000000 Penalty: 4893.893066
	Iteration 15Q: 3 clusters Score -2987810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2987964.750000 Penalty: 4893.893066
	Iteration 16Q: 3 clusters Score -2987965 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2988094.500000 Penalty: 4893.893066
	Iteration 17Q: 3 clusters Score -2988094 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2988202.750000 Penalty: 4893.893066
	Iteration 18Q: 3 clusters Score -2988203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2988311.500000 Penalty: 4893.893066
	Iteration 19Q: 3 clusters Score -2988312 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2988389.250000 Penalty: 4893.893066
	Iteration 20F: 3 clusters Score -2988389 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2988500.500000 Penalty: 4893.893066
	Iteration 21Q: 3 clusters Score -2988500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2988616.250000 Penalty: 4893.893066
	Iteration 22Q: 3 clusters Score -2988616 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2988753.500000 Penalty: 4893.893066
	Iteration 23Q: 3 clusters Score -2988754 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2988859.500000 Penalty: 4893.893066
	Iteration 24Q: 3 clusters Score -2988860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2988985.000000 Penalty: 4893.893066
	Iteration 25Q: 3 clusters Score -2988985 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2989104.000000 Penalty: 4893.893066
	Iteration 26Q: 3 clusters Score -2989104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2989169.000000 Penalty: 4893.893066
	Iteration 27Q: 3 clusters Score -2989169 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2989244.500000 Penalty: 4893.893066
	Iteration 28Q: 3 clusters Score -2989244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2989330.250000 Penalty: 4893.893066
	Iteration 29Q: 3 clusters Score -2989330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2989387.750000 Penalty: 4893.893066
	Iteration 30Q: 3 clusters Score -2989388 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2989441.000000 Penalty: 4893.893066
	Iteration 31Q: 3 clusters Score -2989441 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2989504.000000 Penalty: 4893.893066
	Iteration 32Q: 3 clusters Score -2989504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2989530.000000 Penalty: 4893.893066
	Iteration 33Q: 3 clusters Score -2989530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2989579.250000 Penalty: 4893.893066
	Iteration 34Q: 3 clusters Score -2989579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2989605.750000 Penalty: 4893.893066
	Iteration 35Q: 3 clusters Score -2989606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2989646.000000 Penalty: 4893.893066
	Iteration 36Q: 3 clusters Score -2989646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2989687.750000 Penalty: 4893.893066
	Iteration 37Q: 3 clusters Score -2989688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2989723.750000 Penalty: 4893.893066
	Iteration 38Q: 3 clusters Score -2989724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2989751.250000 Penalty: 4893.893066
	Iteration 39Q: 3 clusters Score -2989751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2989782.500000 Penalty: 4893.893066
	Iteration 40F: 3 clusters Score -2989782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2989816.500000 Penalty: 4893.893066
	Iteration 41Q: 3 clusters Score -2989816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2989841.000000 Penalty: 4893.893066
	Iteration 42Q: 3 clusters Score -2989841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2989855.000000 Penalty: 4893.893066
	Iteration 43Q: 3 clusters Score -2989855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2989876.000000 Penalty: 4893.893066
	Iteration 44Q: 3 clusters Score -2989876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2989906.500000 Penalty: 4893.893066
	Iteration 45Q: 3 clusters Score -2989906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2989908.250000 Penalty: 4893.893066
	Iteration 46Q: 3 clusters Score -2989908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2989921.250000 Penalty: 4893.893066
	Iteration 47Q: 3 clusters Score -2989921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2989931.250000 Penalty: 4893.893066
	Iteration 48Q: 3 clusters Score -2989931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2989952.750000 Penalty: 4893.893066
	Iteration 49Q: 3 clusters Score -2989953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2989958.750000 Penalty: 4893.893066
	Iteration 50Q: 3 clusters Score -2989959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2989983.250000 Penalty: 4893.893066
	Iteration 51Q: 3 clusters Score -2989983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2990005.750000 Penalty: 4893.893066
	Iteration 52Q: 3 clusters Score -2990006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2990017.000000 Penalty: 4893.893066
	Iteration 53Q: 3 clusters Score -2990017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2990038.000000 Penalty: 4893.893066
	Iteration 54Q: 3 clusters Score -2990038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2990044.500000 Penalty: 4893.893066
	Iteration 55Q: 3 clusters Score -2990044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2990054.750000 Penalty: 4893.893066
	Iteration 56Q: 3 clusters Score -2990055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2990067.750000 Penalty: 4893.893066
	Iteration 57Q: 3 clusters Score -2990068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2990074.250000 Penalty: 4893.893066
	Iteration 58Q: 3 clusters Score -2990074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2990078.750000 Penalty: 4893.893066
	Iteration 59Q: 3 clusters Score -2990079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2990085.250000 Penalty: 4893.893066
	Iteration 60F: 3 clusters Score -2990085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2990094.000000 Penalty: 4893.893066
	Iteration 61Q: 3 clusters Score -2990094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2990099.500000 Penalty: 4893.893066
	Iteration 62Q: 3 clusters Score -2990100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2990101.500000 Penalty: 4893.893066
	Iteration 63Q: 3 clusters Score -2990102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2990105.250000 Penalty: 4893.893066
	Iteration 64Q: 3 clusters Score -2990105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2990113.500000 Penalty: 4893.893066
	Iteration 65Q: 3 clusters Score -2990114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2990116.250000 Penalty: 4893.893066
	Iteration 66Q: 3 clusters Score -2990116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2990124.500000 Penalty: 4893.893066
	Iteration 67Q: 3 clusters Score -2990124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2990124.250000 Penalty: 4893.893066
	Iteration 68Q: 3 clusters Score -2990124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2990122.500000 Penalty: 4893.893066
	Iteration 69Q: 3 clusters Score -2990122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2990122.500000 Penalty: 4893.893066
	Iteration 70Q: 3 clusters Score -2990122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2990122.500000 Penalty: 4893.893066
	Iteration 71Q: 3 clusters Score -2990122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2990122.750000 Penalty: 4893.893066
	Iteration 72Q: 3 clusters Score -2990123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2990128.250000 Penalty: 4893.893066
	Iteration 73Q: 3 clusters Score -2990128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2990130.250000 Penalty: 4893.893066
	Iteration 74Q: 3 clusters Score -2990130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2990130.000000 Penalty: 4893.893066
	Iteration 75Q: 3 clusters Score -2990130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2990130.000000 Penalty: 4893.893066
	Iteration 76F: 3 clusters Score -2990130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Entering Unmasked Estep 
Score: -1748118.125000 Penalty: 2311.360352
	Iteration 0F: 2 clusters Score -1748118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1739710.625000 Penalty: 4622.720703
	Iteration 0F: 3 clusters Score -1739711 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1742119.375000 Penalty: 4622.720703
	Iteration 1F: 3 clusters Score -1742119 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1742383.250000 Penalty: 4622.720703
	Iteration 2F: 3 clusters Score -1742383 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1742608.125000 Penalty: 4622.720703
	Iteration 3Q: 3 clusters Score -1742608 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1742819.000000 Penalty: 4622.720703
	Iteration 4Q: 3 clusters Score -1742819 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1743011.250000 Penalty: 4622.720703
	Iteration 5Q: 3 clusters Score -1743011 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1743198.375000 Penalty: 4622.720703
	Iteration 6Q: 3 clusters Score -1743198 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1743404.125000 Penalty: 4622.720703
	Iteration 7Q: 3 clusters Score -1743404 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1743613.750000 Penalty: 4622.720703
	Iteration 8Q: 3 clusters Score -1743614 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1743826.250000 Penalty: 4622.720703
	Iteration 9Q: 3 clusters Score -1743826 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1744041.000000 Penalty: 4622.720703
	Iteration 10Q: 3 clusters Score -1744041 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1744258.750000 Penalty: 4622.720703
	Iteration 11Q: 3 clusters Score -1744259 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1744482.875000 Penalty: 4622.720703
	Iteration 12Q: 3 clusters Score -1744483 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1744674.500000 Penalty: 4622.720703
	Iteration 13Q: 3 clusters Score -1744674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1744853.500000 Penalty: 4622.720703
	Iteration 14Q: 3 clusters Score -1744854 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1745010.875000 Penalty: 4622.720703
	Iteration 15Q: 3 clusters Score -1745011 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1745172.875000 Penalty: 4622.720703
	Iteration 16Q: 3 clusters Score -1745173 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1745326.500000 Penalty: 4622.720703
	Iteration 17Q: 3 clusters Score -1745326 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1745435.000000 Penalty: 4622.720703
	Iteration 18Q: 3 clusters Score -1745435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1745543.375000 Penalty: 4622.720703
	Iteration 19Q: 3 clusters Score -1745543 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1745650.250000 Penalty: 4622.720703
	Iteration 20F: 3 clusters Score -1745650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1745735.375000 Penalty: 4622.720703
	Iteration 21Q: 3 clusters Score -1745735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1745810.625000 Penalty: 4622.720703
	Iteration 22Q: 3 clusters Score -1745811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1745873.875000 Penalty: 4622.720703
	Iteration 23Q: 3 clusters Score -1745874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1745935.000000 Penalty: 4622.720703
	Iteration 24Q: 3 clusters Score -1745935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1745975.750000 Penalty: 4622.720703
	Iteration 25Q: 3 clusters Score -1745976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1746009.875000 Penalty: 4622.720703
	Iteration 26Q: 3 clusters Score -1746010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1746029.875000 Penalty: 4622.720703
	Iteration 27Q: 3 clusters Score -1746030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1746039.375000 Penalty: 4622.720703
	Iteration 28Q: 3 clusters Score -1746039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1746046.375000 Penalty: 4622.720703
	Iteration 29Q: 3 clusters Score -1746046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1746059.375000 Penalty: 4622.720703
	Iteration 30Q: 3 clusters Score -1746059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1746065.375000 Penalty: 4622.720703
	Iteration 31Q: 3 clusters Score -1746065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1746075.625000 Penalty: 4622.720703
	Iteration 32Q: 3 clusters Score -1746076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1746085.000000 Penalty: 4622.720703
	Iteration 33Q: 3 clusters Score -1746085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1746095.125000 Penalty: 4622.720703
	Iteration 34Q: 3 clusters Score -1746095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1746099.375000 Penalty: 4622.720703
	Iteration 35Q: 3 clusters Score -1746099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1746105.500000 Penalty: 4622.720703
	Iteration 36Q: 3 clusters Score -1746106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1746107.375000 Penalty: 4622.720703
	Iteration 37Q: 3 clusters Score -1746107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1746113.125000 Penalty: 4622.720703
	Iteration 38Q: 3 clusters Score -1746113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1746115.000000 Penalty: 4622.720703
	Iteration 39Q: 3 clusters Score -1746115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1746119.375000 Penalty: 4622.720703
	Iteration 40F: 3 clusters Score -1746119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1746123.625000 Penalty: 4622.720703
	Iteration 41Q: 3 clusters Score -1746124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1746125.375000 Penalty: 4622.720703
	Iteration 42Q: 3 clusters Score -1746125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1746129.625000 Penalty: 4622.720703
	Iteration 43Q: 3 clusters Score -1746130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1746129.500000 Penalty: 4622.720703
	Iteration 44Q: 3 clusters Score -1746130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1746130.875000 Penalty: 4622.720703
	Iteration 45Q: 3 clusters Score -1746131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1746130.875000 Penalty: 4622.720703
	Iteration 46F: 3 clusters Score -1746131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -1003962.562500 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -1003963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -998434.625000 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -998434.6 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -999968.187500 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -999968.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1000343.937500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -1000344 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1000754.562500 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -1000755 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1001177.312500 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -1001177 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1001528.500000 Penalty: 4360.803223
	Iteration 5F: 3 clusters Score -1001528 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1001799.062500 Penalty: 4360.803223
	Iteration 6F: 3 clusters Score -1001799 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1001982.875000 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -1001983 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1002075.187500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -1002075 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1002139.187500 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -1002139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1002187.937500 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -1002188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1002231.562500 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -1002232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1002261.437500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -1002261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1002286.625000 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -1002287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1002309.187500 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -1002309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1002323.687500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -1002324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1002337.187500 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -1002337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1002346.312500 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -1002346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1002356.000000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -1002356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1002365.750000 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -1002366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1002377.250000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -1002377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1002389.500000 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -1002390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1002399.750000 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -1002400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1002411.937500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -1002412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1002426.625000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -1002427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1002442.500000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -1002442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1002461.812500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -1002462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1002476.125000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -1002476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1002498.437500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -1002498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1002516.687500 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -1002517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1002531.187500 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -1002531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1002547.500000 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -1002548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1002557.500000 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -1002558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1002569.187500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -1002569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1002575.437500 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -1002575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1002579.375000 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -1002579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1002584.187500 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -1002584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1002585.312500 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -1002585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1002585.562500 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -1002586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1002588.812500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -1002589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1002588.562500 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -1002589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1002590.125000 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -1002590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1002590.000000 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -1002590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1002590.000000 Penalty: 4360.803223
	Iteration 43F: 3 clusters Score -1002590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -628882.375000 Penalty: 2071.959229
	Iteration 0F: 2 clusters Score -628882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -624844.187500 Penalty: 4143.918457
	Iteration 0F: 3 clusters Score -624844.2 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -625899.312500 Penalty: 4143.918457
	Iteration 1F: 3 clusters Score -625899.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -626199.875000 Penalty: 4143.918457
	Iteration 2F: 3 clusters Score -626199.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -626361.937500 Penalty: 4143.918457
	Iteration 3F: 3 clusters Score -626361.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -626497.000000 Penalty: 4143.918457
	Iteration 4Q: 3 clusters Score -626497 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -626617.187500 Penalty: 4143.918457
	Iteration 5Q: 3 clusters Score -626617.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -626705.625000 Penalty: 4143.918457
	Iteration 6Q: 3 clusters Score -626705.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -626784.125000 Penalty: 4143.918457
	Iteration 7Q: 3 clusters Score -626784.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -626881.375000 Penalty: 4143.918457
	Iteration 8Q: 3 clusters Score -626881.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -626969.187500 Penalty: 4143.918457
	Iteration 9Q: 3 clusters Score -626969.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -627039.062500 Penalty: 4143.918457
	Iteration 10Q: 3 clusters Score -627039.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -627117.500000 Penalty: 4143.918457
	Iteration 11Q: 3 clusters Score -627117.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -627190.562500 Penalty: 4143.918457
	Iteration 12Q: 3 clusters Score -627190.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -627252.562500 Penalty: 4143.918457
	Iteration 13Q: 3 clusters Score -627252.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -627309.937500 Penalty: 4143.918457
	Iteration 14Q: 3 clusters Score -627309.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -627372.187500 Penalty: 4143.918457
	Iteration 15Q: 3 clusters Score -627372.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -627422.000000 Penalty: 4143.918457
	Iteration 16Q: 3 clusters Score -627422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -627470.312500 Penalty: 4143.918457
	Iteration 17Q: 3 clusters Score -627470.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -627508.375000 Penalty: 4143.918457
	Iteration 18Q: 3 clusters Score -627508.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -627533.500000 Penalty: 4143.918457
	Iteration 19Q: 3 clusters Score -627533.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -627546.625000 Penalty: 4143.918457
	Iteration 20F: 3 clusters Score -627546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -627555.750000 Penalty: 4143.918457
	Iteration 21Q: 3 clusters Score -627555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -627559.125000 Penalty: 4143.918457
	Iteration 22Q: 3 clusters Score -627559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -627569.500000 Penalty: 4143.918457
	Iteration 23Q: 3 clusters Score -627569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -627581.125000 Penalty: 4143.918457
	Iteration 24Q: 3 clusters Score -627581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -627589.250000 Penalty: 4143.918457
	Iteration 25Q: 3 clusters Score -627589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -627603.750000 Penalty: 4143.918457
	Iteration 26Q: 3 clusters Score -627603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -627613.875000 Penalty: 4143.918457
	Iteration 27Q: 3 clusters Score -627613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -627621.375000 Penalty: 4143.918457
	Iteration 28Q: 3 clusters Score -627621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -627626.250000 Penalty: 4143.918457
	Iteration 29Q: 3 clusters Score -627626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -627632.500000 Penalty: 4143.918457
	Iteration 30Q: 3 clusters Score -627632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -627636.125000 Penalty: 4143.918457
	Iteration 31Q: 3 clusters Score -627636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -627639.750000 Penalty: 4143.918457
	Iteration 32Q: 3 clusters Score -627639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -627639.875000 Penalty: 4143.918457
	Iteration 33Q: 3 clusters Score -627639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -627640.062500 Penalty: 4143.918457
	Iteration 34Q: 3 clusters Score -627640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -627642.812500 Penalty: 4143.918457
	Iteration 35Q: 3 clusters Score -627642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -627644.062500 Penalty: 4143.918457
	Iteration 36Q: 3 clusters Score -627644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -627645.937500 Penalty: 4143.918457
	Iteration 37Q: 3 clusters Score -627645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -627645.937500 Penalty: 4143.918457
	Iteration 38F: 3 clusters Score -627645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -30890.078125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -30890.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29755.748047 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -29755.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29833.486328 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -29833.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29841.234375 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -29841.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29842.062500 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -29842.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29844.513672 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -29844.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29844.513672 Penalty: 2705.839355
	Iteration 5F: 3 clusters Score -29844.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Entering Unmasked Estep 
Score: -4377188.500000 Penalty: 2539.625244
	Iteration 0F: 2 clusters Score -4377188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4357893.000000 Penalty: 5079.250488
	Iteration 0F: 3 clusters Score -4357893 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4364785.500000 Penalty: 5079.250488
	Iteration 1F: 3 clusters Score -4364786 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -4365214.000000 Penalty: 5079.250488
	Iteration 2Q: 3 clusters Score -4365214 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4365619.500000 Penalty: 5079.250488
	Iteration 3Q: 3 clusters Score -4365620 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4365971.000000 Penalty: 5079.250488
	Iteration 4Q: 3 clusters Score -4365971 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4366272.500000 Penalty: 5079.250488
	Iteration 5Q: 3 clusters Score -4366272 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4366631.500000 Penalty: 5079.250488
	Iteration 6Q: 3 clusters Score -4366632 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4366928.000000 Penalty: 5079.250488
	Iteration 7Q: 3 clusters Score -4366928 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4367241.000000 Penalty: 5079.250488
	Iteration 8Q: 3 clusters Score -4367241 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4367561.000000 Penalty: 5079.250488
	Iteration 9Q: 3 clusters Score -4367561 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4367960.500000 Penalty: 5079.250488
	Iteration 10Q: 3 clusters Score -4367960 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4368461.000000 Penalty: 5079.250488
	Iteration 11Q: 3 clusters Score -4368461 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -4369032.000000 Penalty: 5079.250488
	Iteration 12Q: 3 clusters Score -4369032 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4369705.500000 Penalty: 5079.250488
	Iteration 13Q: 3 clusters Score -4369706 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4370284.500000 Penalty: 5079.250488
	Iteration 14Q: 3 clusters Score -4370284 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4370745.500000 Penalty: 5079.250488
	Iteration 15Q: 3 clusters Score -4370746 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4371037.000000 Penalty: 5079.250488
	Iteration 16Q: 3 clusters Score -4371037 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4371219.000000 Penalty: 5079.250488
	Iteration 17Q: 3 clusters Score -4371219 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4371333.500000 Penalty: 5079.250488
	Iteration 18Q: 3 clusters Score -4371334 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4371434.000000 Penalty: 5079.250488
	Iteration 19Q: 3 clusters Score -4371434 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4371511.000000 Penalty: 5079.250488
	Iteration 20F: 3 clusters Score -4371511 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4371596.000000 Penalty: 5079.250488
	Iteration 21Q: 3 clusters Score -4371596 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4371679.500000 Penalty: 5079.250488
	Iteration 22Q: 3 clusters Score -4371680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4371758.500000 Penalty: 5079.250488
	Iteration 23Q: 3 clusters Score -4371758 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4371838.500000 Penalty: 5079.250488
	Iteration 24Q: 3 clusters Score -4371838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4371921.500000 Penalty: 5079.250488
	Iteration 25Q: 3 clusters Score -4371922 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4371989.500000 Penalty: 5079.250488
	Iteration 26Q: 3 clusters Score -4371990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4372063.000000 Penalty: 5079.250488
	Iteration 27Q: 3 clusters Score -4372063 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -4372160.000000 Penalty: 5079.250488
	Iteration 28Q: 3 clusters Score -4372160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4372247.500000 Penalty: 5079.250488
	Iteration 29Q: 3 clusters Score -4372248 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4372348.500000 Penalty: 5079.250488
	Iteration 30Q: 3 clusters Score -4372348 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4372463.500000 Penalty: 5079.250488
	Iteration 31Q: 3 clusters Score -4372464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4372567.500000 Penalty: 5079.250488
	Iteration 32Q: 3 clusters Score -4372568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4372650.000000 Penalty: 5079.250488
	Iteration 33Q: 3 clusters Score -4372650 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4372759.000000 Penalty: 5079.250488
	Iteration 34Q: 3 clusters Score -4372759 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4372873.500000 Penalty: 5079.250488
	Iteration 35Q: 3 clusters Score -4372874 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4372994.000000 Penalty: 5079.250488
	Iteration 36Q: 3 clusters Score -4372994 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4373129.500000 Penalty: 5079.250488
	Iteration 37Q: 3 clusters Score -4373130 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4373237.500000 Penalty: 5079.250488
	Iteration 38Q: 3 clusters Score -4373238 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -4373357.000000 Penalty: 5079.250488
	Iteration 39Q: 3 clusters Score -4373357 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4373466.500000 Penalty: 5079.250488
	Iteration 40F: 3 clusters Score -4373466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4373583.500000 Penalty: 5079.250488
	Iteration 41Q: 3 clusters Score -4373584 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4373649.000000 Penalty: 5079.250488
	Iteration 42Q: 3 clusters Score -4373649 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4373734.500000 Penalty: 5079.250488
	Iteration 43Q: 3 clusters Score -4373734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4373836.000000 Penalty: 5079.250488
	Iteration 44Q: 3 clusters Score -4373836 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4373950.500000 Penalty: 5079.250488
	Iteration 45Q: 3 clusters Score -4373950 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4374048.000000 Penalty: 5079.250488
	Iteration 46Q: 3 clusters Score -4374048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4374156.000000 Penalty: 5079.250488
	Iteration 47Q: 3 clusters Score -4374156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4374265.000000 Penalty: 5079.250488
	Iteration 48Q: 3 clusters Score -4374265 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4374365.500000 Penalty: 5079.250488
	Iteration 49Q: 3 clusters Score -4374366 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4374459.500000 Penalty: 5079.250488
	Iteration 50Q: 3 clusters Score -4374460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4374537.500000 Penalty: 5079.250488
	Iteration 51Q: 3 clusters Score -4374538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4374608.500000 Penalty: 5079.250488
	Iteration 52Q: 3 clusters Score -4374608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4374659.000000 Penalty: 5079.250488
	Iteration 53Q: 3 clusters Score -4374659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4374703.000000 Penalty: 5079.250488
	Iteration 54Q: 3 clusters Score -4374703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4374754.500000 Penalty: 5079.250488
	Iteration 55Q: 3 clusters Score -4374754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4374797.000000 Penalty: 5079.250488
	Iteration 56Q: 3 clusters Score -4374797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4374826.500000 Penalty: 5079.250488
	Iteration 57Q: 3 clusters Score -4374826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4374845.000000 Penalty: 5079.250488
	Iteration 58Q: 3 clusters Score -4374845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4374867.500000 Penalty: 5079.250488
	Iteration 59Q: 3 clusters Score -4374868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4374895.000000 Penalty: 5079.250488
	Iteration 60F: 3 clusters Score -4374895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4374920.500000 Penalty: 5079.250488
	Iteration 61Q: 3 clusters Score -4374920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4374940.500000 Penalty: 5079.250488
	Iteration 62Q: 3 clusters Score -4374940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4374948.500000 Penalty: 5079.250488
	Iteration 63Q: 3 clusters Score -4374948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4374955.500000 Penalty: 5079.250488
	Iteration 64Q: 3 clusters Score -4374956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4374956.000000 Penalty: 5079.250488
	Iteration 65Q: 3 clusters Score -4374956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4374962.500000 Penalty: 5079.250488
	Iteration 66Q: 3 clusters Score -4374962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4374968.500000 Penalty: 5079.250488
	Iteration 67Q: 3 clusters Score -4374968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4374966.500000 Penalty: 5079.250488
	Iteration 68Q: 3 clusters Score -4374966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4374966.000000 Penalty: 5079.250488
	Iteration 69Q: 3 clusters Score -4374966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4374977.000000 Penalty: 5079.250488
	Iteration 70Q: 3 clusters Score -4374977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4374983.000000 Penalty: 5079.250488
	Iteration 71Q: 3 clusters Score -4374983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4374991.500000 Penalty: 5079.250488
	Iteration 72Q: 3 clusters Score -4374992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4374989.000000 Penalty: 5079.250488
	Iteration 73Q: 3 clusters Score -4374989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4374996.500000 Penalty: 5079.250488
	Iteration 74Q: 3 clusters Score -4374996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4374998.000000 Penalty: 5079.250488
	Iteration 75Q: 3 clusters Score -4374998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4375005.000000 Penalty: 5079.250488
	Iteration 76Q: 3 clusters Score -4375005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4375014.000000 Penalty: 5079.250488
	Iteration 77Q: 3 clusters Score -4375014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4375017.000000 Penalty: 5079.250488
	Iteration 78Q: 3 clusters Score -4375017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4375019.000000 Penalty: 5079.250488
	Iteration 79Q: 3 clusters Score -4375019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4375010.000000 Penalty: 5079.250488
	Iteration 80F: 3 clusters Score -4375010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4375020.000000 Penalty: 5079.250488
	Iteration 81Q: 3 clusters Score -4375020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4375031.000000 Penalty: 5079.250488
	Iteration 82Q: 3 clusters Score -4375031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4375037.500000 Penalty: 5079.250488
	Iteration 83Q: 3 clusters Score -4375038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4375040.000000 Penalty: 5079.250488
	Iteration 84Q: 3 clusters Score -4375040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4375044.500000 Penalty: 5079.250488
	Iteration 85Q: 3 clusters Score -4375044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4375044.000000 Penalty: 5079.250488
	Iteration 86Q: 3 clusters Score -4375044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4375052.500000 Penalty: 5079.250488
	Iteration 87Q: 3 clusters Score -4375052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4375054.000000 Penalty: 5079.250488
	Iteration 88Q: 3 clusters Score -4375054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4375052.000000 Penalty: 5079.250488
	Iteration 89Q: 3 clusters Score -4375052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4375053.000000 Penalty: 5079.250488
	Iteration 90Q: 3 clusters Score -4375053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4375053.000000 Penalty: 5079.250488
	Iteration 91F: 3 clusters Score -4375053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -210674.953125 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -210675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -208434.093750 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -208434.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -208811.953125 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -208812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208950.671875 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -208950.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -209045.203125 Penalty: 3597.721436
	Iteration 3F: 3 clusters Score -209045.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209104.156250 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -209104.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209162.078125 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -209162.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -209196.453125 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -209196.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209224.046875 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -209224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209264.843750 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -209264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209310.531250 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -209310.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -209345.921875 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -209345.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209375.609375 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -209375.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209397.609375 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -209397.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209411.562500 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -209411.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209432.250000 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -209432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209443.687500 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -209443.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -209459.359375 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -209459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209468.234375 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -209468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -209473.609375 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -209473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209478.125000 Penalty: 3597.721436
	Iteration 19Q: 3 clusters Score -209478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209482.718750 Penalty: 3597.721436
	Iteration 20F: 3 clusters Score -209482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209486.578125 Penalty: 3597.721436
	Iteration 21Q: 3 clusters Score -209486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209495.015625 Penalty: 3597.721436
	Iteration 22Q: 3 clusters Score -209495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209500.750000 Penalty: 3597.721436
	Iteration 23Q: 3 clusters Score -209500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209503.171875 Penalty: 3597.721436
	Iteration 24Q: 3 clusters Score -209503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209505.328125 Penalty: 3597.721436
	Iteration 25Q: 3 clusters Score -209505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -209506.718750 Penalty: 3597.721436
	Iteration 26Q: 3 clusters Score -209506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -209510.875000 Penalty: 3597.721436
	Iteration 27Q: 3 clusters Score -209510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209512.046875 Penalty: 3597.721436
	Iteration 28Q: 3 clusters Score -209512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209512.046875 Penalty: 3597.721436
	Iteration 29F: 3 clusters Score -209512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1968657.750000 Penalty: 2352.603516
	Iteration 0F: 2 clusters Score -1968658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1958980.500000 Penalty: 4705.207031
	Iteration 0F: 3 clusters Score -1958980 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1962174.000000 Penalty: 4705.207031
	Iteration 1F: 3 clusters Score -1962174 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1962892.500000 Penalty: 4705.207031
	Iteration 2F: 3 clusters Score -1962892 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1963719.625000 Penalty: 4705.207031
	Iteration 3F: 3 clusters Score -1963720 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1964676.000000 Penalty: 4705.207031
	Iteration 4F: 3 clusters Score -1964676 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1965573.875000 Penalty: 4705.207031
	Iteration 5F: 3 clusters Score -1965574 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1966319.875000 Penalty: 4705.207031
	Iteration 6F: 3 clusters Score -1966320 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1966874.875000 Penalty: 4705.207031
	Iteration 7F: 3 clusters Score -1966875 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1967215.250000 Penalty: 4705.207031
	Iteration 8Q: 3 clusters Score -1967215 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1967429.000000 Penalty: 4705.207031
	Iteration 9Q: 3 clusters Score -1967429 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1967559.500000 Penalty: 4705.207031
	Iteration 10Q: 3 clusters Score -1967560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1967651.000000 Penalty: 4705.207031
	Iteration 11Q: 3 clusters Score -1967651 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1967707.875000 Penalty: 4705.207031
	Iteration 12Q: 3 clusters Score -1967708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1967767.000000 Penalty: 4705.207031
	Iteration 13Q: 3 clusters Score -1967767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1967815.750000 Penalty: 4705.207031
	Iteration 14Q: 3 clusters Score -1967816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1967848.125000 Penalty: 4705.207031
	Iteration 15Q: 3 clusters Score -1967848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1967863.750000 Penalty: 4705.207031
	Iteration 16Q: 3 clusters Score -1967864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1967870.375000 Penalty: 4705.207031
	Iteration 17Q: 3 clusters Score -1967870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1967876.625000 Penalty: 4705.207031
	Iteration 18Q: 3 clusters Score -1967877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1967881.000000 Penalty: 4705.207031
	Iteration 19Q: 3 clusters Score -1967881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1967885.000000 Penalty: 4705.207031
	Iteration 20F: 3 clusters Score -1967885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1967885.750000 Penalty: 4705.207031
	Iteration 21Q: 3 clusters Score -1967886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1967887.000000 Penalty: 4705.207031
	Iteration 22Q: 3 clusters Score -1967887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1967890.000000 Penalty: 4705.207031
	Iteration 23Q: 3 clusters Score -1967890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1967894.625000 Penalty: 4705.207031
	Iteration 24Q: 3 clusters Score -1967895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1967893.875000 Penalty: 4705.207031
	Iteration 25Q: 3 clusters Score -1967894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1967898.750000 Penalty: 4705.207031
	Iteration 26Q: 3 clusters Score -1967899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1967902.250000 Penalty: 4705.207031
	Iteration 27Q: 3 clusters Score -1967902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1967908.250000 Penalty: 4705.207031
	Iteration 28Q: 3 clusters Score -1967908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1967907.750000 Penalty: 4705.207031
	Iteration 29Q: 3 clusters Score -1967908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1967905.125000 Penalty: 4705.207031
	Iteration 30Q: 3 clusters Score -1967905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1967906.625000 Penalty: 4705.207031
	Iteration 31Q: 3 clusters Score -1967907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1967906.375000 Penalty: 4705.207031
	Iteration 32Q: 3 clusters Score -1967906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1967906.000000 Penalty: 4705.207031
	Iteration 33Q: 3 clusters Score -1967906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1967907.625000 Penalty: 4705.207031
	Iteration 34Q: 3 clusters Score -1967908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1967908.125000 Penalty: 4705.207031
	Iteration 35Q: 3 clusters Score -1967908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1967907.375000 Penalty: 4705.207031
	Iteration 36Q: 3 clusters Score -1967907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1967908.375000 Penalty: 4705.207031
	Iteration 37Q: 3 clusters Score -1967908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1967910.875000 Penalty: 4705.207031
	Iteration 38Q: 3 clusters Score -1967911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1967908.000000 Penalty: 4705.207031
	Iteration 39Q: 3 clusters Score -1967908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1967911.500000 Penalty: 4705.207031
	Iteration 40F: 3 clusters Score -1967912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1967910.625000 Penalty: 4705.207031
	Iteration 41Q: 3 clusters Score -1967911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1967912.125000 Penalty: 4705.207031
	Iteration 42Q: 3 clusters Score -1967912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1967912.125000 Penalty: 4705.207031
	Iteration 43F: 3 clusters Score -1967912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -162878.625000 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -162878.6 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 564 members 
Entering Unmasked Estep 
Score: -160947.078125 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -160947.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161328.265625 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -161328.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161490.671875 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -161490.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -161588.328125 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -161588.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -161663.250000 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -161663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -161723.250000 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -161723.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -161772.609375 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -161772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161816.343750 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -161816.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -161842.500000 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -161842.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -161870.625000 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -161870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -161894.906250 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -161894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -161910.906250 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -161910.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161929.375000 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -161929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161935.734375 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -161935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161939.593750 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -161939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161942.343750 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -161942.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161960.750000 Penalty: 3485.548096
	Iteration 16F: 3 clusters Score -161960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -161982.390625 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -161982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161994.953125 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -161995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -162004.203125 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -162004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -162011.578125 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -162011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -162012.359375 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -162012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -162013.406250 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -162013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -162014.843750 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -162014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -162015.984375 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -162016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -162015.984375 Penalty: 3485.548096
	Iteration 25F: 3 clusters Score -162016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -1155341.875000 Penalty: 2224.572510
	Iteration 0F: 2 clusters Score -1155342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1148979.875000 Penalty: 4449.145020
	Iteration 0F: 3 clusters Score -1148980 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1150908.000000 Penalty: 4449.145020
	Iteration 1F: 3 clusters Score -1150908 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1151452.750000 Penalty: 4449.145020
	Iteration 2F: 3 clusters Score -1151453 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1152016.875000 Penalty: 4449.145020
	Iteration 3F: 3 clusters Score -1152017 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1152587.625000 Penalty: 4449.145020
	Iteration 4F: 3 clusters Score -1152588 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1153082.500000 Penalty: 4449.145020
	Iteration 5F: 3 clusters Score -1153082 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1153516.125000 Penalty: 4449.145020
	Iteration 6F: 3 clusters Score -1153516 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1153914.000000 Penalty: 4449.145020
	Iteration 7F: 3 clusters Score -1153914 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1154312.250000 Penalty: 4449.145020
	Iteration 8Q: 3 clusters Score -1154312 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1154643.500000 Penalty: 4449.145020
	Iteration 9Q: 3 clusters Score -1154644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1154938.000000 Penalty: 4449.145020
	Iteration 10Q: 3 clusters Score -1154938 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1155149.875000 Penalty: 4449.145020
	Iteration 11Q: 3 clusters Score -1155150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1155259.250000 Penalty: 4449.145020
	Iteration 12Q: 3 clusters Score -1155259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1155333.750000 Penalty: 4449.145020
	Iteration 13Q: 3 clusters Score -1155334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1155373.625000 Penalty: 4449.145020
	Iteration 14Q: 3 clusters Score -1155374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1155400.250000 Penalty: 4449.145020
	Iteration 15Q: 3 clusters Score -1155400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1155420.500000 Penalty: 4449.145020
	Iteration 16Q: 3 clusters Score -1155420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1155443.500000 Penalty: 4449.145020
	Iteration 17Q: 3 clusters Score -1155444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1155465.750000 Penalty: 4449.145020
	Iteration 18Q: 3 clusters Score -1155466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1155496.375000 Penalty: 4449.145020
	Iteration 19Q: 3 clusters Score -1155496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1155525.750000 Penalty: 4449.145020
	Iteration 20F: 3 clusters Score -1155526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1155585.625000 Penalty: 4449.145020
	Iteration 21Q: 3 clusters Score -1155586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1155684.125000 Penalty: 4449.145020
	Iteration 22Q: 3 clusters Score -1155684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1155829.250000 Penalty: 4449.145020
	Iteration 23Q: 3 clusters Score -1155829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1155922.125000 Penalty: 4449.145020
	Iteration 24Q: 3 clusters Score -1155922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1155955.875000 Penalty: 4449.145020
	Iteration 25Q: 3 clusters Score -1155956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1155963.750000 Penalty: 4449.145020
	Iteration 26Q: 3 clusters Score -1155964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1155969.250000 Penalty: 4449.145020
	Iteration 27Q: 3 clusters Score -1155969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1155970.000000 Penalty: 4449.145020
	Iteration 28Q: 3 clusters Score -1155970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1155976.250000 Penalty: 4449.145020
	Iteration 29Q: 3 clusters Score -1155976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1155976.250000 Penalty: 4449.145020
	Iteration 30Q: 3 clusters Score -1155976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1155976.250000 Penalty: 4449.145020
	Iteration 31F: 3 clusters Score -1155976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64273 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64561 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19940 members 
Mstep: Class 8 contains 101329 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 9730 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19278 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 6554 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9638 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32876 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9892 members 
Mstep: Class 40 contains 117087 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7205 members 
Mstep: Class 44 contains 1310 members 
Entering Unmasked Estep 
Score: -120397032.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120397808.000000 to -120397032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (17329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Entering Unmasked Estep 
Score: -2723403.500000 Penalty: 2420.513916
	Iteration 0F: 2 clusters Score -2723404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2711002.000000 Penalty: 4841.027832
	Iteration 0F: 3 clusters Score -2711002 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2715101.250000 Penalty: 4841.027832
	Iteration 1F: 3 clusters Score -2715101 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2715512.750000 Penalty: 4841.027832
	Iteration 2F: 3 clusters Score -2715513 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2715874.500000 Penalty: 4841.027832
	Iteration 3F: 3 clusters Score -2715874 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2716199.500000 Penalty: 4841.027832
	Iteration 4Q: 3 clusters Score -2716200 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2716501.000000 Penalty: 4841.027832
	Iteration 5Q: 3 clusters Score -2716501 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2716810.500000 Penalty: 4841.027832
	Iteration 6Q: 3 clusters Score -2716810 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2717099.500000 Penalty: 4841.027832
	Iteration 7Q: 3 clusters Score -2717100 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2717409.000000 Penalty: 4841.027832
	Iteration 8Q: 3 clusters Score -2717409 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2717722.750000 Penalty: 4841.027832
	Iteration 9Q: 3 clusters Score -2717723 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2717984.000000 Penalty: 4841.027832
	Iteration 10Q: 3 clusters Score -2717984 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2718242.250000 Penalty: 4841.027832
	Iteration 11Q: 3 clusters Score -2718242 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2718474.750000 Penalty: 4841.027832
	Iteration 12Q: 3 clusters Score -2718475 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2718708.500000 Penalty: 4841.027832
	Iteration 13Q: 3 clusters Score -2718708 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2718949.250000 Penalty: 4841.027832
	Iteration 14Q: 3 clusters Score -2718949 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2719249.000000 Penalty: 4841.027832
	Iteration 15Q: 3 clusters Score -2719249 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2719560.000000 Penalty: 4841.027832
	Iteration 16Q: 3 clusters Score -2719560 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2719870.750000 Penalty: 4841.027832
	Iteration 17Q: 3 clusters Score -2719871 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2720197.500000 Penalty: 4841.027832
	Iteration 18Q: 3 clusters Score -2720198 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2720467.750000 Penalty: 4841.027832
	Iteration 19Q: 3 clusters Score -2720468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2720675.500000 Penalty: 4841.027832
	Iteration 20F: 3 clusters Score -2720676 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2720848.500000 Penalty: 4841.027832
	Iteration 21Q: 3 clusters Score -2720848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2720988.000000 Penalty: 4841.027832
	Iteration 22Q: 3 clusters Score -2720988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2721079.000000 Penalty: 4841.027832
	Iteration 23Q: 3 clusters Score -2721079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2721133.750000 Penalty: 4841.027832
	Iteration 24Q: 3 clusters Score -2721134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2721169.250000 Penalty: 4841.027832
	Iteration 25Q: 3 clusters Score -2721169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2721204.250000 Penalty: 4841.027832
	Iteration 26Q: 3 clusters Score -2721204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2721229.250000 Penalty: 4841.027832
	Iteration 27Q: 3 clusters Score -2721229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2721254.000000 Penalty: 4841.027832
	Iteration 28Q: 3 clusters Score -2721254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2721270.000000 Penalty: 4841.027832
	Iteration 29Q: 3 clusters Score -2721270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2721282.500000 Penalty: 4841.027832
	Iteration 30Q: 3 clusters Score -2721282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2721290.250000 Penalty: 4841.027832
	Iteration 31Q: 3 clusters Score -2721290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2721293.500000 Penalty: 4841.027832
	Iteration 32Q: 3 clusters Score -2721294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2721305.750000 Penalty: 4841.027832
	Iteration 33Q: 3 clusters Score -2721306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2721310.500000 Penalty: 4841.027832
	Iteration 34Q: 3 clusters Score -2721310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2721319.250000 Penalty: 4841.027832
	Iteration 35Q: 3 clusters Score -2721319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2721328.250000 Penalty: 4841.027832
	Iteration 36Q: 3 clusters Score -2721328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2721330.000000 Penalty: 4841.027832
	Iteration 37Q: 3 clusters Score -2721330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2721330.000000 Penalty: 4841.027832
	Iteration 38F: 3 clusters Score -2721330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -26802.576172 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -26802.58 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 106 members 
Entering Unmasked Estep 
Score: -25833.343750 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -25833.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25995.404297 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -25995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26028.248047 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -26028.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26045.613281 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -26045.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26071.158203 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -26071.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26075.687500 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -26075.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26075.687500 Penalty: 2714.246094
	Iteration 6F: 3 clusters Score -26075.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Entering Unmasked Estep 
Score: -1404722.375000 Penalty: 2275.020264
	Iteration 0F: 2 clusters Score -1404722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1397292.500000 Penalty: 4550.040527
	Iteration 0F: 3 clusters Score -1397292 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1399659.375000 Penalty: 4550.040527
	Iteration 1F: 3 clusters Score -1399659 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1400279.750000 Penalty: 4550.040527
	Iteration 2F: 3 clusters Score -1400280 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1400804.875000 Penalty: 4550.040527
	Iteration 3F: 3 clusters Score -1400805 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1401198.250000 Penalty: 4550.040527
	Iteration 4F: 3 clusters Score -1401198 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1401563.250000 Penalty: 4550.040527
	Iteration 5F: 3 clusters Score -1401563 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1401864.125000 Penalty: 4550.040527
	Iteration 6Q: 3 clusters Score -1401864 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1402105.500000 Penalty: 4550.040527
	Iteration 7Q: 3 clusters Score -1402106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1402281.000000 Penalty: 4550.040527
	Iteration 8Q: 3 clusters Score -1402281 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1402398.875000 Penalty: 4550.040527
	Iteration 9Q: 3 clusters Score -1402399 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1402480.625000 Penalty: 4550.040527
	Iteration 10Q: 3 clusters Score -1402481 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1402540.375000 Penalty: 4550.040527
	Iteration 11Q: 3 clusters Score -1402540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1402594.750000 Penalty: 4550.040527
	Iteration 12Q: 3 clusters Score -1402595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1402637.875000 Penalty: 4550.040527
	Iteration 13Q: 3 clusters Score -1402638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1402669.375000 Penalty: 4550.040527
	Iteration 14Q: 3 clusters Score -1402669 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1402707.125000 Penalty: 4550.040527
	Iteration 15Q: 3 clusters Score -1402707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1402740.000000 Penalty: 4550.040527
	Iteration 16Q: 3 clusters Score -1402740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1402766.500000 Penalty: 4550.040527
	Iteration 17Q: 3 clusters Score -1402766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1402793.250000 Penalty: 4550.040527
	Iteration 18Q: 3 clusters Score -1402793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1402817.875000 Penalty: 4550.040527
	Iteration 19Q: 3 clusters Score -1402818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1402840.000000 Penalty: 4550.040527
	Iteration 20F: 3 clusters Score -1402840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1402858.375000 Penalty: 4550.040527
	Iteration 21Q: 3 clusters Score -1402858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1402876.875000 Penalty: 4550.040527
	Iteration 22Q: 3 clusters Score -1402877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1402896.000000 Penalty: 4550.040527
	Iteration 23Q: 3 clusters Score -1402896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1402920.500000 Penalty: 4550.040527
	Iteration 24Q: 3 clusters Score -1402920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1402932.000000 Penalty: 4550.040527
	Iteration 25Q: 3 clusters Score -1402932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1402941.000000 Penalty: 4550.040527
	Iteration 26Q: 3 clusters Score -1402941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1402958.000000 Penalty: 4550.040527
	Iteration 27Q: 3 clusters Score -1402958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1402970.000000 Penalty: 4550.040527
	Iteration 28Q: 3 clusters Score -1402970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1402982.375000 Penalty: 4550.040527
	Iteration 29Q: 3 clusters Score -1402982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1402986.000000 Penalty: 4550.040527
	Iteration 30Q: 3 clusters Score -1402986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1402990.875000 Penalty: 4550.040527
	Iteration 31Q: 3 clusters Score -1402991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1402996.500000 Penalty: 4550.040527
	Iteration 32Q: 3 clusters Score -1402996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1402998.500000 Penalty: 4550.040527
	Iteration 33Q: 3 clusters Score -1402998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1403004.500000 Penalty: 4550.040527
	Iteration 34Q: 3 clusters Score -1403004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1403007.875000 Penalty: 4550.040527
	Iteration 35Q: 3 clusters Score -1403008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1403011.625000 Penalty: 4550.040527
	Iteration 36Q: 3 clusters Score -1403012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1403011.375000 Penalty: 4550.040527
	Iteration 37Q: 3 clusters Score -1403011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1403012.875000 Penalty: 4550.040527
	Iteration 38Q: 3 clusters Score -1403013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1403014.375000 Penalty: 4550.040527
	Iteration 39Q: 3 clusters Score -1403014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1403024.375000 Penalty: 4550.040527
	Iteration 40F: 3 clusters Score -1403024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1403031.125000 Penalty: 4550.040527
	Iteration 41Q: 3 clusters Score -1403031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1403031.125000 Penalty: 4550.040527
	Iteration 42Q: 3 clusters Score -1403031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1403040.250000 Penalty: 4550.040527
	Iteration 43Q: 3 clusters Score -1403040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1403039.875000 Penalty: 4550.040527
	Iteration 44Q: 3 clusters Score -1403040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1403050.750000 Penalty: 4550.040527
	Iteration 45Q: 3 clusters Score -1403051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1403056.250000 Penalty: 4550.040527
	Iteration 46Q: 3 clusters Score -1403056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1403060.125000 Penalty: 4550.040527
	Iteration 47Q: 3 clusters Score -1403060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1403065.625000 Penalty: 4550.040527
	Iteration 48Q: 3 clusters Score -1403066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1403073.125000 Penalty: 4550.040527
	Iteration 49Q: 3 clusters Score -1403073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1403080.000000 Penalty: 4550.040527
	Iteration 50Q: 3 clusters Score -1403080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1403084.000000 Penalty: 4550.040527
	Iteration 51Q: 3 clusters Score -1403084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1403090.750000 Penalty: 4550.040527
	Iteration 52Q: 3 clusters Score -1403091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1403100.125000 Penalty: 4550.040527
	Iteration 53Q: 3 clusters Score -1403100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1403106.625000 Penalty: 4550.040527
	Iteration 54Q: 3 clusters Score -1403107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1403112.625000 Penalty: 4550.040527
	Iteration 55Q: 3 clusters Score -1403113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1403116.250000 Penalty: 4550.040527
	Iteration 56Q: 3 clusters Score -1403116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1403117.500000 Penalty: 4550.040527
	Iteration 57Q: 3 clusters Score -1403118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1403119.250000 Penalty: 4550.040527
	Iteration 58Q: 3 clusters Score -1403119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1403121.250000 Penalty: 4550.040527
	Iteration 59Q: 3 clusters Score -1403121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1403125.125000 Penalty: 4550.040527
	Iteration 60F: 3 clusters Score -1403125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1403129.625000 Penalty: 4550.040527
	Iteration 61Q: 3 clusters Score -1403130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1403134.500000 Penalty: 4550.040527
	Iteration 62Q: 3 clusters Score -1403134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1403138.125000 Penalty: 4550.040527
	Iteration 63Q: 3 clusters Score -1403138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1403140.500000 Penalty: 4550.040527
	Iteration 64Q: 3 clusters Score -1403140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1403144.625000 Penalty: 4550.040527
	Iteration 65Q: 3 clusters Score -1403145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1403145.875000 Penalty: 4550.040527
	Iteration 66Q: 3 clusters Score -1403146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1403153.000000 Penalty: 4550.040527
	Iteration 67Q: 3 clusters Score -1403153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1403158.625000 Penalty: 4550.040527
	Iteration 68Q: 3 clusters Score -1403159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1403162.250000 Penalty: 4550.040527
	Iteration 69Q: 3 clusters Score -1403162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1403171.000000 Penalty: 4550.040527
	Iteration 70Q: 3 clusters Score -1403171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1403174.500000 Penalty: 4550.040527
	Iteration 71Q: 3 clusters Score -1403174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1403178.875000 Penalty: 4550.040527
	Iteration 72Q: 3 clusters Score -1403179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1403185.625000 Penalty: 4550.040527
	Iteration 73Q: 3 clusters Score -1403186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1403192.875000 Penalty: 4550.040527
	Iteration 74Q: 3 clusters Score -1403193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1403193.500000 Penalty: 4550.040527
	Iteration 75Q: 3 clusters Score -1403194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1403200.000000 Penalty: 4550.040527
	Iteration 76Q: 3 clusters Score -1403200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1403206.875000 Penalty: 4550.040527
	Iteration 77Q: 3 clusters Score -1403207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1403210.375000 Penalty: 4550.040527
	Iteration 78Q: 3 clusters Score -1403210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1403213.875000 Penalty: 4550.040527
	Iteration 79Q: 3 clusters Score -1403214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1403223.750000 Penalty: 4550.040527
	Iteration 80F: 3 clusters Score -1403224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1403235.000000 Penalty: 4550.040527
	Iteration 81Q: 3 clusters Score -1403235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1403252.500000 Penalty: 4550.040527
	Iteration 82Q: 3 clusters Score -1403252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1403254.750000 Penalty: 4550.040527
	Iteration 83Q: 3 clusters Score -1403255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1403263.000000 Penalty: 4550.040527
	Iteration 84Q: 3 clusters Score -1403263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1403270.375000 Penalty: 4550.040527
	Iteration 85Q: 3 clusters Score -1403270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1403271.500000 Penalty: 4550.040527
	Iteration 86Q: 3 clusters Score -1403272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1403274.625000 Penalty: 4550.040527
	Iteration 87Q: 3 clusters Score -1403275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1403274.750000 Penalty: 4550.040527
	Iteration 88Q: 3 clusters Score -1403275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1403278.250000 Penalty: 4550.040527
	Iteration 89Q: 3 clusters Score -1403278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1403281.125000 Penalty: 4550.040527
	Iteration 90Q: 3 clusters Score -1403281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1403286.875000 Penalty: 4550.040527
	Iteration 91Q: 3 clusters Score -1403287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1403290.250000 Penalty: 4550.040527
	Iteration 92Q: 3 clusters Score -1403290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1403289.125000 Penalty: 4550.040527
	Iteration 93Q: 3 clusters Score -1403289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1403289.125000 Penalty: 4550.040527
	Iteration 94Q: 3 clusters Score -1403289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1403289.125000 Penalty: 4550.040527
	Iteration 95F: 3 clusters Score -1403289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -30767.279297 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -30767.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29701.697266 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -29701.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29769.869141 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -29769.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29804.804688 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -29804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29832.906250 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -29832.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29835.156250 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -29835.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29835.156250 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -29835.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Entering Unmasked Estep 
Score: -4509627.500000 Penalty: 2560.141602
	Iteration 0F: 2 clusters Score -4509628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4488870.500000 Penalty: 5120.283203
	Iteration 0F: 3 clusters Score -4488870 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4496701.500000 Penalty: 5120.283203
	Iteration 1F: 3 clusters Score -4496702 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4497635.500000 Penalty: 5120.283203
	Iteration 2F: 3 clusters Score -4497636 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4498804.000000 Penalty: 5120.283203
	Iteration 3F: 3 clusters Score -4498804 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4500339.500000 Penalty: 5120.283203
	Iteration 4F: 3 clusters Score -4500340 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4502078.500000 Penalty: 5120.283203
	Iteration 5F: 3 clusters Score -4502078 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4503644.000000 Penalty: 5120.283203
	Iteration 6F: 3 clusters Score -4503644 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4504879.000000 Penalty: 5120.283203
	Iteration 7F: 3 clusters Score -4504879 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4505788.000000 Penalty: 5120.283203
	Iteration 8Q: 3 clusters Score -4505788 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4506354.000000 Penalty: 5120.283203
	Iteration 9Q: 3 clusters Score -4506354 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4506728.500000 Penalty: 5120.283203
	Iteration 10Q: 3 clusters Score -4506728 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4506939.000000 Penalty: 5120.283203
	Iteration 11Q: 3 clusters Score -4506939 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4507088.500000 Penalty: 5120.283203
	Iteration 12Q: 3 clusters Score -4507088 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4507236.000000 Penalty: 5120.283203
	Iteration 13Q: 3 clusters Score -4507236 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4507339.000000 Penalty: 5120.283203
	Iteration 14Q: 3 clusters Score -4507339 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -4507408.500000 Penalty: 5120.283203
	Iteration 15Q: 3 clusters Score -4507408 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4507464.000000 Penalty: 5120.283203
	Iteration 16Q: 3 clusters Score -4507464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4507511.000000 Penalty: 5120.283203
	Iteration 17Q: 3 clusters Score -4507511 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4507566.000000 Penalty: 5120.283203
	Iteration 18Q: 3 clusters Score -4507566 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4507606.000000 Penalty: 5120.283203
	Iteration 19Q: 3 clusters Score -4507606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4507646.000000 Penalty: 5120.283203
	Iteration 20F: 3 clusters Score -4507646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4507678.500000 Penalty: 5120.283203
	Iteration 21Q: 3 clusters Score -4507678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4507715.000000 Penalty: 5120.283203
	Iteration 22Q: 3 clusters Score -4507715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4507761.000000 Penalty: 5120.283203
	Iteration 23Q: 3 clusters Score -4507761 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4507798.000000 Penalty: 5120.283203
	Iteration 24Q: 3 clusters Score -4507798 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4507853.500000 Penalty: 5120.283203
	Iteration 25Q: 3 clusters Score -4507854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4507887.500000 Penalty: 5120.283203
	Iteration 26Q: 3 clusters Score -4507888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4507918.500000 Penalty: 5120.283203
	Iteration 27Q: 3 clusters Score -4507918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4507929.000000 Penalty: 5120.283203
	Iteration 28Q: 3 clusters Score -4507929 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4507932.000000 Penalty: 5120.283203
	Iteration 29Q: 3 clusters Score -4507932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4507952.000000 Penalty: 5120.283203
	Iteration 30Q: 3 clusters Score -4507952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4507983.500000 Penalty: 5120.283203
	Iteration 31Q: 3 clusters Score -4507984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4508003.000000 Penalty: 5120.283203
	Iteration 32Q: 3 clusters Score -4508003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4508041.500000 Penalty: 5120.283203
	Iteration 33Q: 3 clusters Score -4508042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4508085.000000 Penalty: 5120.283203
	Iteration 34Q: 3 clusters Score -4508085 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4508140.000000 Penalty: 5120.283203
	Iteration 35Q: 3 clusters Score -4508140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4508222.000000 Penalty: 5120.283203
	Iteration 36Q: 3 clusters Score -4508222 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4508304.500000 Penalty: 5120.283203
	Iteration 37Q: 3 clusters Score -4508304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4508400.000000 Penalty: 5120.283203
	Iteration 38Q: 3 clusters Score -4508400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4508509.500000 Penalty: 5120.283203
	Iteration 39Q: 3 clusters Score -4508510 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -4508611.500000 Penalty: 5120.283203
	Iteration 40F: 3 clusters Score -4508612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4508685.000000 Penalty: 5120.283203
	Iteration 41Q: 3 clusters Score -4508685 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4508770.500000 Penalty: 5120.283203
	Iteration 42Q: 3 clusters Score -4508770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4508839.500000 Penalty: 5120.283203
	Iteration 43Q: 3 clusters Score -4508840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4508859.000000 Penalty: 5120.283203
	Iteration 44Q: 3 clusters Score -4508859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4508876.000000 Penalty: 5120.283203
	Iteration 45Q: 3 clusters Score -4508876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4508905.500000 Penalty: 5120.283203
	Iteration 46Q: 3 clusters Score -4508906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4508926.000000 Penalty: 5120.283203
	Iteration 47Q: 3 clusters Score -4508926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4508935.500000 Penalty: 5120.283203
	Iteration 48Q: 3 clusters Score -4508936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4508938.000000 Penalty: 5120.283203
	Iteration 49Q: 3 clusters Score -4508938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4508935.000000 Penalty: 5120.283203
	Iteration 50Q: 3 clusters Score -4508935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4508939.000000 Penalty: 5120.283203
	Iteration 51Q: 3 clusters Score -4508939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4508936.000000 Penalty: 5120.283203
	Iteration 52Q: 3 clusters Score -4508936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4508945.000000 Penalty: 5120.283203
	Iteration 53Q: 3 clusters Score -4508945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4508956.000000 Penalty: 5120.283203
	Iteration 54Q: 3 clusters Score -4508956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4508955.000000 Penalty: 5120.283203
	Iteration 55Q: 3 clusters Score -4508955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4508952.000000 Penalty: 5120.283203
	Iteration 56Q: 3 clusters Score -4508952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4508946.500000 Penalty: 5120.283203
	Iteration 57Q: 3 clusters Score -4508946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4508955.500000 Penalty: 5120.283203
	Iteration 58Q: 3 clusters Score -4508956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4508962.500000 Penalty: 5120.283203
	Iteration 59Q: 3 clusters Score -4508962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4508965.000000 Penalty: 5120.283203
	Iteration 60F: 3 clusters Score -4508965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4508971.000000 Penalty: 5120.283203
	Iteration 61Q: 3 clusters Score -4508971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4508977.000000 Penalty: 5120.283203
	Iteration 62Q: 3 clusters Score -4508977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4508984.000000 Penalty: 5120.283203
	Iteration 63Q: 3 clusters Score -4508984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4508985.000000 Penalty: 5120.283203
	Iteration 64Q: 3 clusters Score -4508985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4508984.500000 Penalty: 5120.283203
	Iteration 65Q: 3 clusters Score -4508984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4508985.000000 Penalty: 5120.283203
	Iteration 66Q: 3 clusters Score -4508985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4508985.000000 Penalty: 5120.283203
	Iteration 67Q: 3 clusters Score -4508985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4508983.500000 Penalty: 5120.283203
	Iteration 68Q: 3 clusters Score -4508984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4508983.500000 Penalty: 5120.283203
	Iteration 69F: 3 clusters Score -4508984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Entering Unmasked Estep 
Score: -3242242.750000 Penalty: 2464.835938
	Iteration 0F: 2 clusters Score -3242243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3227901.250000 Penalty: 4929.671875
	Iteration 0F: 3 clusters Score -3227901 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3232599.250000 Penalty: 4929.671875
	Iteration 1F: 3 clusters Score -3232599 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3232992.500000 Penalty: 4929.671875
	Iteration 2F: 3 clusters Score -3232992 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3233350.250000 Penalty: 4929.671875
	Iteration 3Q: 3 clusters Score -3233350 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3233682.750000 Penalty: 4929.671875
	Iteration 4Q: 3 clusters Score -3233683 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3234074.000000 Penalty: 4929.671875
	Iteration 5Q: 3 clusters Score -3234074 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3234650.500000 Penalty: 4929.671875
	Iteration 6F: 3 clusters Score -3234650 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3235457.000000 Penalty: 4929.671875
	Iteration 7F: 3 clusters Score -3235457 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3236429.500000 Penalty: 4929.671875
	Iteration 8F: 3 clusters Score -3236430 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3237317.500000 Penalty: 4929.671875
	Iteration 9F: 3 clusters Score -3237318 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3237950.250000 Penalty: 4929.671875
	Iteration 10Q: 3 clusters Score -3237950 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3238467.000000 Penalty: 4929.671875
	Iteration 11Q: 3 clusters Score -3238467 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3238857.250000 Penalty: 4929.671875
	Iteration 12Q: 3 clusters Score -3238857 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3239144.500000 Penalty: 4929.671875
	Iteration 13Q: 3 clusters Score -3239144 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3239370.750000 Penalty: 4929.671875
	Iteration 14Q: 3 clusters Score -3239371 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3239552.500000 Penalty: 4929.671875
	Iteration 15Q: 3 clusters Score -3239552 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3239679.000000 Penalty: 4929.671875
	Iteration 16Q: 3 clusters Score -3239679 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3239782.000000 Penalty: 4929.671875
	Iteration 17Q: 3 clusters Score -3239782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3239848.750000 Penalty: 4929.671875
	Iteration 18Q: 3 clusters Score -3239849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3239910.250000 Penalty: 4929.671875
	Iteration 19Q: 3 clusters Score -3239910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3239954.000000 Penalty: 4929.671875
	Iteration 20F: 3 clusters Score -3239954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3239988.000000 Penalty: 4929.671875
	Iteration 21Q: 3 clusters Score -3239988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3240008.750000 Penalty: 4929.671875
	Iteration 22Q: 3 clusters Score -3240009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3240030.750000 Penalty: 4929.671875
	Iteration 23Q: 3 clusters Score -3240031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3240044.000000 Penalty: 4929.671875
	Iteration 24Q: 3 clusters Score -3240044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3240050.750000 Penalty: 4929.671875
	Iteration 25Q: 3 clusters Score -3240051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3240058.000000 Penalty: 4929.671875
	Iteration 26Q: 3 clusters Score -3240058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3240063.000000 Penalty: 4929.671875
	Iteration 27Q: 3 clusters Score -3240063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3240062.250000 Penalty: 4929.671875
	Iteration 28Q: 3 clusters Score -3240062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3240066.250000 Penalty: 4929.671875
	Iteration 29Q: 3 clusters Score -3240066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3240075.750000 Penalty: 4929.671875
	Iteration 30Q: 3 clusters Score -3240076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3240085.500000 Penalty: 4929.671875
	Iteration 31Q: 3 clusters Score -3240086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3240082.500000 Penalty: 4929.671875
	Iteration 32Q: 3 clusters Score -3240082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3240085.750000 Penalty: 4929.671875
	Iteration 33Q: 3 clusters Score -3240086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3240088.250000 Penalty: 4929.671875
	Iteration 34Q: 3 clusters Score -3240088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3240087.500000 Penalty: 4929.671875
	Iteration 35Q: 3 clusters Score -3240088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3240091.750000 Penalty: 4929.671875
	Iteration 36Q: 3 clusters Score -3240092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3240094.750000 Penalty: 4929.671875
	Iteration 37Q: 3 clusters Score -3240095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3240094.750000 Penalty: 4929.671875
	Iteration 38F: 3 clusters Score -3240095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (32876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Entering Unmasked Estep 
Score: -5128228.500000 Penalty: 2579.323486
	Iteration 0F: 2 clusters Score -5128228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5105523.000000 Penalty: 5158.646973
	Iteration 0F: 3 clusters Score -5105523 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5113765.500000 Penalty: 5158.646973
	Iteration 1F: 3 clusters Score -5113766 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5114209.500000 Penalty: 5158.646973
	Iteration 2Q: 3 clusters Score -5114210 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -5114607.000000 Penalty: 5158.646973
	Iteration 3Q: 3 clusters Score -5114607 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5114961.500000 Penalty: 5158.646973
	Iteration 4Q: 3 clusters Score -5114962 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5115277.500000 Penalty: 5158.646973
	Iteration 5Q: 3 clusters Score -5115278 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5115672.500000 Penalty: 5158.646973
	Iteration 6Q: 3 clusters Score -5115672 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5116282.000000 Penalty: 5158.646973
	Iteration 7Q: 3 clusters Score -5116282 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5117128.000000 Penalty: 5158.646973
	Iteration 8F: 3 clusters Score -5117128 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5118345.000000 Penalty: 5158.646973
	Iteration 9F: 3 clusters Score -5118345 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -5119822.500000 Penalty: 5158.646973
	Iteration 10F: 3 clusters Score -5119822 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5121420.000000 Penalty: 5158.646973
	Iteration 11F: 3 clusters Score -5121420 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5122983.000000 Penalty: 5158.646973
	Iteration 12F: 3 clusters Score -5122983 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5124164.500000 Penalty: 5158.646973
	Iteration 13Q: 3 clusters Score -5124164 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5124961.500000 Penalty: 5158.646973
	Iteration 14Q: 3 clusters Score -5124962 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5125440.000000 Penalty: 5158.646973
	Iteration 15Q: 3 clusters Score -5125440 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5125695.500000 Penalty: 5158.646973
	Iteration 16Q: 3 clusters Score -5125696 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5125854.000000 Penalty: 5158.646973
	Iteration 17Q: 3 clusters Score -5125854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5125970.500000 Penalty: 5158.646973
	Iteration 18Q: 3 clusters Score -5125970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5126016.000000 Penalty: 5158.646973
	Iteration 19Q: 3 clusters Score -5126016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5126045.500000 Penalty: 5158.646973
	Iteration 20F: 3 clusters Score -5126046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5126054.500000 Penalty: 5158.646973
	Iteration 21Q: 3 clusters Score -5126054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5126072.500000 Penalty: 5158.646973
	Iteration 22Q: 3 clusters Score -5126072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5126081.000000 Penalty: 5158.646973
	Iteration 23Q: 3 clusters Score -5126081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5126086.000000 Penalty: 5158.646973
	Iteration 24Q: 3 clusters Score -5126086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5126086.500000 Penalty: 5158.646973
	Iteration 25Q: 3 clusters Score -5126086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5126092.500000 Penalty: 5158.646973
	Iteration 26Q: 3 clusters Score -5126092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5126099.500000 Penalty: 5158.646973
	Iteration 27Q: 3 clusters Score -5126100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5126106.500000 Penalty: 5158.646973
	Iteration 28Q: 3 clusters Score -5126106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5126108.000000 Penalty: 5158.646973
	Iteration 29Q: 3 clusters Score -5126108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5126117.000000 Penalty: 5158.646973
	Iteration 30Q: 3 clusters Score -5126117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5126111.000000 Penalty: 5158.646973
	Iteration 31Q: 3 clusters Score -5126111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5126115.500000 Penalty: 5158.646973
	Iteration 32Q: 3 clusters Score -5126116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5126115.500000 Penalty: 5158.646973
	Iteration 33Q: 3 clusters Score -5126116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5126115.000000 Penalty: 5158.646973
	Iteration 34Q: 3 clusters Score -5126115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5126115.000000 Penalty: 5158.646973
	Iteration 35F: 3 clusters Score -5126115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -178423.562500 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -178423.6 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 628 members 
Entering Unmasked Estep 
Score: -176367.281250 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -176367.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176727.765625 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -176727.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -176872.171875 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -176872.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -176996.484375 Penalty: 3524.876465
	Iteration 3F: 3 clusters Score -176996.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -177150.203125 Penalty: 3524.876465
	Iteration 4F: 3 clusters Score -177150.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -177284.156250 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -177284.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -177416.609375 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -177416.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -177477.781250 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -177477.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -177524.718750 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -177524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -177566.734375 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -177566.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -177598.015625 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -177598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -177634.390625 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -177634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -177654.343750 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -177654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -177674.656250 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -177674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -177694.703125 Penalty: 3524.876465
	Iteration 14Q: 3 clusters Score -177694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -177709.296875 Penalty: 3524.876465
	Iteration 15Q: 3 clusters Score -177709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -177714.640625 Penalty: 3524.876465
	Iteration 16Q: 3 clusters Score -177714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -177720.187500 Penalty: 3524.876465
	Iteration 17Q: 3 clusters Score -177720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -177723.796875 Penalty: 3524.876465
	Iteration 18Q: 3 clusters Score -177723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -177726.578125 Penalty: 3524.876465
	Iteration 19Q: 3 clusters Score -177726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -177729.515625 Penalty: 3524.876465
	Iteration 20F: 3 clusters Score -177729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -177735.500000 Penalty: 3524.876465
	Iteration 21Q: 3 clusters Score -177735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -177737.093750 Penalty: 3524.876465
	Iteration 22Q: 3 clusters Score -177737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -177737.093750 Penalty: 3524.876465
	Iteration 23F: 3 clusters Score -177737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Entering Unmasked Estep 
Score: -1474405.000000 Penalty: 2281.471436
	Iteration 0F: 2 clusters Score -1474405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1466744.250000 Penalty: 4562.942871
	Iteration 0F: 3 clusters Score -1466744 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1469133.500000 Penalty: 4562.942871
	Iteration 1F: 3 clusters Score -1469134 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1469605.125000 Penalty: 4562.942871
	Iteration 2F: 3 clusters Score -1469605 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1469955.875000 Penalty: 4562.942871
	Iteration 3F: 3 clusters Score -1469956 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1470253.250000 Penalty: 4562.942871
	Iteration 4F: 3 clusters Score -1470253 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1470497.625000 Penalty: 4562.942871
	Iteration 5Q: 3 clusters Score -1470498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1470729.375000 Penalty: 4562.942871
	Iteration 6Q: 3 clusters Score -1470729 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1470945.125000 Penalty: 4562.942871
	Iteration 7Q: 3 clusters Score -1470945 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1471175.375000 Penalty: 4562.942871
	Iteration 8Q: 3 clusters Score -1471175 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1471419.750000 Penalty: 4562.942871
	Iteration 9Q: 3 clusters Score -1471420 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1471641.000000 Penalty: 4562.942871
	Iteration 10Q: 3 clusters Score -1471641 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1471865.500000 Penalty: 4562.942871
	Iteration 11Q: 3 clusters Score -1471866 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1472073.000000 Penalty: 4562.942871
	Iteration 12Q: 3 clusters Score -1472073 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1472278.250000 Penalty: 4562.942871
	Iteration 13Q: 3 clusters Score -1472278 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1472431.750000 Penalty: 4562.942871
	Iteration 14Q: 3 clusters Score -1472432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1472530.000000 Penalty: 4562.942871
	Iteration 15Q: 3 clusters Score -1472530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1472591.000000 Penalty: 4562.942871
	Iteration 16Q: 3 clusters Score -1472591 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1472638.750000 Penalty: 4562.942871
	Iteration 17Q: 3 clusters Score -1472639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1472672.125000 Penalty: 4562.942871
	Iteration 18Q: 3 clusters Score -1472672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1472694.125000 Penalty: 4562.942871
	Iteration 19Q: 3 clusters Score -1472694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1472710.875000 Penalty: 4562.942871
	Iteration 20F: 3 clusters Score -1472711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1472722.375000 Penalty: 4562.942871
	Iteration 21Q: 3 clusters Score -1472722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1472734.000000 Penalty: 4562.942871
	Iteration 22Q: 3 clusters Score -1472734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1472744.750000 Penalty: 4562.942871
	Iteration 23Q: 3 clusters Score -1472745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1472751.250000 Penalty: 4562.942871
	Iteration 24Q: 3 clusters Score -1472751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1472753.625000 Penalty: 4562.942871
	Iteration 25Q: 3 clusters Score -1472754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1472765.125000 Penalty: 4562.942871
	Iteration 26Q: 3 clusters Score -1472765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1472773.375000 Penalty: 4562.942871
	Iteration 27Q: 3 clusters Score -1472773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1472774.875000 Penalty: 4562.942871
	Iteration 28Q: 3 clusters Score -1472775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1472783.750000 Penalty: 4562.942871
	Iteration 29Q: 3 clusters Score -1472784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1472787.250000 Penalty: 4562.942871
	Iteration 30Q: 3 clusters Score -1472787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1472790.500000 Penalty: 4562.942871
	Iteration 31Q: 3 clusters Score -1472790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1472795.250000 Penalty: 4562.942871
	Iteration 32Q: 3 clusters Score -1472795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1472798.625000 Penalty: 4562.942871
	Iteration 33Q: 3 clusters Score -1472799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1472801.000000 Penalty: 4562.942871
	Iteration 34Q: 3 clusters Score -1472801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1472804.625000 Penalty: 4562.942871
	Iteration 35Q: 3 clusters Score -1472805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1472809.375000 Penalty: 4562.942871
	Iteration 36Q: 3 clusters Score -1472809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1472810.875000 Penalty: 4562.942871
	Iteration 37Q: 3 clusters Score -1472811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1472814.000000 Penalty: 4562.942871
	Iteration 38Q: 3 clusters Score -1472814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1472819.125000 Penalty: 4562.942871
	Iteration 39Q: 3 clusters Score -1472819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1472817.875000 Penalty: 4562.942871
	Iteration 40F: 3 clusters Score -1472818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1472816.875000 Penalty: 4562.942871
	Iteration 41Q: 3 clusters Score -1472817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1472821.750000 Penalty: 4562.942871
	Iteration 42Q: 3 clusters Score -1472822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1472822.875000 Penalty: 4562.942871
	Iteration 43Q: 3 clusters Score -1472823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1472822.875000 Penalty: 4562.942871
	Iteration 44Q: 3 clusters Score -1472823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1472825.875000 Penalty: 4562.942871
	Iteration 45Q: 3 clusters Score -1472826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1472831.625000 Penalty: 4562.942871
	Iteration 46Q: 3 clusters Score -1472832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1472831.375000 Penalty: 4562.942871
	Iteration 47Q: 3 clusters Score -1472831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1472834.875000 Penalty: 4562.942871
	Iteration 48Q: 3 clusters Score -1472835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1472834.375000 Penalty: 4562.942871
	Iteration 49Q: 3 clusters Score -1472834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1472834.625000 Penalty: 4562.942871
	Iteration 50Q: 3 clusters Score -1472835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1472835.250000 Penalty: 4562.942871
	Iteration 51Q: 3 clusters Score -1472835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1472835.125000 Penalty: 4562.942871
	Iteration 52Q: 3 clusters Score -1472835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1472836.750000 Penalty: 4562.942871
	Iteration 53Q: 3 clusters Score -1472837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1472836.750000 Penalty: 4562.942871
	Iteration 54F: 3 clusters Score -1472837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (117087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Entering Unmasked Estep 
Score: -18413372.000000 Penalty: 2894.326660
	Iteration 0F: 2 clusters Score -1.841337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -18342362.000000 Penalty: 5788.653320
	Iteration 0F: 3 clusters Score -1.834236e+07 nChanged 55827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -18373954.000000 Penalty: 5788.653320
	Iteration 1F: 3 clusters Score -1.837395e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -18374826.000000 Penalty: 5788.653320
	Iteration 2Q: 3 clusters Score -1.837483e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -18376130.000000 Penalty: 5788.653320
	Iteration 3Q: 3 clusters Score -1.837613e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -18377770.000000 Penalty: 5788.653320
	Iteration 4Q: 3 clusters Score -1.837777e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -18379996.000000 Penalty: 5788.653320
	Iteration 5F: 3 clusters Score -1.838e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -18383320.000000 Penalty: 5788.653320
	Iteration 6F: 3 clusters Score -1.838332e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -18386666.000000 Penalty: 5788.653320
	Iteration 7F: 3 clusters Score -1.838667e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -18389572.000000 Penalty: 5788.653320
	Iteration 8F: 3 clusters Score -1.838957e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -18392674.000000 Penalty: 5788.653320
	Iteration 9F: 3 clusters Score -1.839267e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -18396922.000000 Penalty: 5788.653320
	Iteration 10Q: 3 clusters Score -1.839692e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -18401936.000000 Penalty: 5788.653320
	Iteration 11Q: 3 clusters Score -1.840194e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -18405774.000000 Penalty: 5788.653320
	Iteration 12Q: 3 clusters Score -1.840577e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -18408292.000000 Penalty: 5788.653320
	Iteration 13Q: 3 clusters Score -1.840829e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -18409768.000000 Penalty: 5788.653320
	Iteration 14Q: 3 clusters Score -1.840977e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -18410496.000000 Penalty: 5788.653320
	Iteration 15Q: 3 clusters Score -1.84105e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18410842.000000 Penalty: 5788.653320
	Iteration 16Q: 3 clusters Score -1.841084e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18411128.000000 Penalty: 5788.653320
	Iteration 17Q: 3 clusters Score -1.841113e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -18411268.000000 Penalty: 5788.653320
	Iteration 18Q: 3 clusters Score -1.841127e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18411376.000000 Penalty: 5788.653320
	Iteration 19Q: 3 clusters Score -1.841138e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -18411426.000000 Penalty: 5788.653320
	Iteration 20F: 3 clusters Score -1.841143e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18411484.000000 Penalty: 5788.653320
	Iteration 21Q: 3 clusters Score -1.841148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18411506.000000 Penalty: 5788.653320
	Iteration 22Q: 3 clusters Score -1.841151e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -18411558.000000 Penalty: 5788.653320
	Iteration 23Q: 3 clusters Score -1.841156e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -18411570.000000 Penalty: 5788.653320
	Iteration 24Q: 3 clusters Score -1.841157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18411612.000000 Penalty: 5788.653320
	Iteration 25Q: 3 clusters Score -1.841161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18411618.000000 Penalty: 5788.653320
	Iteration 26Q: 3 clusters Score -1.841162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18411644.000000 Penalty: 5788.653320
	Iteration 27Q: 3 clusters Score -1.841164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18411646.000000 Penalty: 5788.653320
	Iteration 28Q: 3 clusters Score -1.841165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18411670.000000 Penalty: 5788.653320
	Iteration 29Q: 3 clusters Score -1.841167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116008 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18411688.000000 Penalty: 5788.653320
	Iteration 30Q: 3 clusters Score -1.841169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116009 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18411700.000000 Penalty: 5788.653320
	Iteration 31Q: 3 clusters Score -1.84117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116018 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18411706.000000 Penalty: 5788.653320
	Iteration 32Q: 3 clusters Score -1.841171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18411692.000000 Penalty: 5788.653320
	Iteration 33Q: 3 clusters Score -1.841169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18411702.000000 Penalty: 5788.653320
	Iteration 34Q: 3 clusters Score -1.84117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18411704.000000 Penalty: 5788.653320
	Iteration 35Q: 3 clusters Score -1.84117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18411716.000000 Penalty: 5788.653320
	Iteration 36Q: 3 clusters Score -1.841172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18411708.000000 Penalty: 5788.653320
	Iteration 37Q: 3 clusters Score -1.841171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18411702.000000 Penalty: 5788.653320
	Iteration 38Q: 3 clusters Score -1.84117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18411702.000000 Penalty: 5788.653320
	Iteration 39Q: 3 clusters Score -1.84117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18411708.000000 Penalty: 5788.653320
	Iteration 40F: 3 clusters Score -1.841171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -24371.689453 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -24371.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23291.318359 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -23291.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23339.273438 Penalty: 2581.187256
	Iteration 1F: 3 clusters Score -23339.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23354.425781 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -23354.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23354.425781 Penalty: 2581.187256
	Iteration 3F: 3 clusters Score -23354.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -2185273.250000 Penalty: 2379.489990
	Iteration 0F: 2 clusters Score -2185273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2174595.250000 Penalty: 4758.979980
	Iteration 0F: 3 clusters Score -2174595 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2178244.250000 Penalty: 4758.979980
	Iteration 1F: 3 clusters Score -2178244 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2178711.750000 Penalty: 4758.979980
	Iteration 2F: 3 clusters Score -2178712 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2179149.000000 Penalty: 4758.979980
	Iteration 3F: 3 clusters Score -2179149 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2179616.250000 Penalty: 4758.979980
	Iteration 4F: 3 clusters Score -2179616 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2180166.500000 Penalty: 4758.979980
	Iteration 5F: 3 clusters Score -2180166 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2180789.250000 Penalty: 4758.979980
	Iteration 6F: 3 clusters Score -2180789 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2181530.000000 Penalty: 4758.979980
	Iteration 7F: 3 clusters Score -2181530 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2182178.250000 Penalty: 4758.979980
	Iteration 8F: 3 clusters Score -2182178 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2182720.250000 Penalty: 4758.979980
	Iteration 9Q: 3 clusters Score -2182720 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2183117.000000 Penalty: 4758.979980
	Iteration 10Q: 3 clusters Score -2183117 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2183425.250000 Penalty: 4758.979980
	Iteration 11Q: 3 clusters Score -2183425 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2183642.250000 Penalty: 4758.979980
	Iteration 12Q: 3 clusters Score -2183642 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2183787.750000 Penalty: 4758.979980
	Iteration 13Q: 3 clusters Score -2183788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2183864.750000 Penalty: 4758.979980
	Iteration 14Q: 3 clusters Score -2183865 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2183923.000000 Penalty: 4758.979980
	Iteration 15Q: 3 clusters Score -2183923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2183957.750000 Penalty: 4758.979980
	Iteration 16Q: 3 clusters Score -2183958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2183969.250000 Penalty: 4758.979980
	Iteration 17Q: 3 clusters Score -2183969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2183987.000000 Penalty: 4758.979980
	Iteration 18Q: 3 clusters Score -2183987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2184000.750000 Penalty: 4758.979980
	Iteration 19Q: 3 clusters Score -2184001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2184004.000000 Penalty: 4758.979980
	Iteration 20F: 3 clusters Score -2184004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2184006.250000 Penalty: 4758.979980
	Iteration 21Q: 3 clusters Score -2184006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2184013.750000 Penalty: 4758.979980
	Iteration 22Q: 3 clusters Score -2184014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2184017.750000 Penalty: 4758.979980
	Iteration 23Q: 3 clusters Score -2184018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2184014.000000 Penalty: 4758.979980
	Iteration 24Q: 3 clusters Score -2184014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2184018.000000 Penalty: 4758.979980
	Iteration 25Q: 3 clusters Score -2184018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2184020.250000 Penalty: 4758.979980
	Iteration 26Q: 3 clusters Score -2184020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2184021.250000 Penalty: 4758.979980
	Iteration 27Q: 3 clusters Score -2184021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2184019.750000 Penalty: 4758.979980
	Iteration 28Q: 3 clusters Score -2184020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2184019.750000 Penalty: 4758.979980
	Iteration 29F: 3 clusters Score -2184020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Entering Unmasked Estep 
Score: -1066814.625000 Penalty: 2202.867432
	Iteration 0F: 2 clusters Score -1066815 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 3579 members 
Entering Unmasked Estep 
Score: -1060992.250000 Penalty: 4405.734863
	Iteration 0F: 3 clusters Score -1060992 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1062677.750000 Penalty: 4405.734863
	Iteration 1F: 3 clusters Score -1062678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1063040.375000 Penalty: 4405.734863
	Iteration 2F: 3 clusters Score -1063040 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1063277.000000 Penalty: 4405.734863
	Iteration 3F: 3 clusters Score -1063277 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1063468.250000 Penalty: 4405.734863
	Iteration 4Q: 3 clusters Score -1063468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1063695.375000 Penalty: 4405.734863
	Iteration 5Q: 3 clusters Score -1063695 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1063984.250000 Penalty: 4405.734863
	Iteration 6Q: 3 clusters Score -1063984 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1064374.750000 Penalty: 4405.734863
	Iteration 7F: 3 clusters Score -1064375 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1064831.625000 Penalty: 4405.734863
	Iteration 8F: 3 clusters Score -1064832 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1065427.625000 Penalty: 4405.734863
	Iteration 9F: 3 clusters Score -1065428 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1065920.875000 Penalty: 4405.734863
	Iteration 10F: 3 clusters Score -1065921 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1066188.500000 Penalty: 4405.734863
	Iteration 11Q: 3 clusters Score -1066188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1066319.000000 Penalty: 4405.734863
	Iteration 12Q: 3 clusters Score -1066319 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1066404.625000 Penalty: 4405.734863
	Iteration 13Q: 3 clusters Score -1066405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1066454.500000 Penalty: 4405.734863
	Iteration 14Q: 3 clusters Score -1066454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1066487.875000 Penalty: 4405.734863
	Iteration 15Q: 3 clusters Score -1066488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1066503.500000 Penalty: 4405.734863
	Iteration 16Q: 3 clusters Score -1066504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1066514.250000 Penalty: 4405.734863
	Iteration 17Q: 3 clusters Score -1066514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1066523.250000 Penalty: 4405.734863
	Iteration 18Q: 3 clusters Score -1066523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1066527.250000 Penalty: 4405.734863
	Iteration 19Q: 3 clusters Score -1066527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1066529.500000 Penalty: 4405.734863
	Iteration 20F: 3 clusters Score -1066530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1066534.000000 Penalty: 4405.734863
	Iteration 21Q: 3 clusters Score -1066534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1066535.500000 Penalty: 4405.734863
	Iteration 22Q: 3 clusters Score -1066536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1066537.125000 Penalty: 4405.734863
	Iteration 23Q: 3 clusters Score -1066537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1066536.500000 Penalty: 4405.734863
	Iteration 24Q: 3 clusters Score -1066536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1066536.500000 Penalty: 4405.734863
	Iteration 25F: 3 clusters Score -1066536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64273 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64561 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19940 members 
Mstep: Class 8 contains 101329 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 9730 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19278 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13178 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7864 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9638 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32876 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9892 members 
Mstep: Class 40 contains 117087 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397712.000000 Penalty: 144891.109375
Iteration 159Q: 44 clusters Score -1.203977e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64269 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64554 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 101339 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12026 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 13 contains 53368 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 51697 members 
Mstep: Class 21 contains 19281 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28010 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13158 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7860 members 
Mstep: Class 31 contains 17328 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9639 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30431 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32877 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9936 members 
Mstep: Class 40 contains 117083 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14687 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397752.000000 Penalty: 144891.109375
Iteration 160F: 44 clusters Score -1.203978e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64265 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64552 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19915 members 
Mstep: Class 8 contains 101351 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12022 members 
Mstep: Class 11 contains 12740 members 
Mstep: Class 12 contains 9741 members 
Mstep: Class 13 contains 53369 members 
Mstep: Class 14 contains 10546 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6689 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 51701 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28003 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13138 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7858 members 
Mstep: Class 31 contains 17330 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9641 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30432 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32878 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 9984 members 
Mstep: Class 40 contains 117081 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14681 members 
Mstep: Class 43 contains 7203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397896.000000 Penalty: 144891.109375
Iteration 161Q: 44 clusters Score -1.203979e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64263 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64551 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19906 members 
Mstep: Class 8 contains 101359 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12021 members 
Mstep: Class 11 contains 12731 members 
Mstep: Class 12 contains 9743 members 
Mstep: Class 13 contains 53366 members 
Mstep: Class 14 contains 10547 members 
Mstep: Class 15 contains 6938 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51704 members 
Mstep: Class 21 contains 19284 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28004 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7851 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9640 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32876 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 10022 members 
Mstep: Class 40 contains 117078 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14682 members 
Mstep: Class 43 contains 7202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397960.000000 Penalty: 144891.109375
Iteration 162Q: 44 clusters Score -1.20398e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64262 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64545 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19896 members 
Mstep: Class 8 contains 101367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12020 members 
Mstep: Class 11 contains 12721 members 
Mstep: Class 12 contains 9744 members 
Mstep: Class 13 contains 53364 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10287 members 
Mstep: Class 20 contains 51704 members 
Mstep: Class 21 contains 19285 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4258 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28004 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13124 members 
Mstep: Class 29 contains 1127 members 
Mstep: Class 30 contains 7847 members 
Mstep: Class 31 contains 17327 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9637 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30432 members 
Mstep: Class 36 contains 20719 members 
Mstep: Class 37 contains 32874 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 10062 members 
Mstep: Class 40 contains 117068 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14685 members 
Mstep: Class 43 contains 7201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397936.000000 Penalty: 144891.109375
Iteration 163Q: 44 clusters Score -1.203979e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64261 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64541 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19888 members 
Mstep: Class 8 contains 101370 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 12716 members 
Mstep: Class 12 contains 9746 members 
Mstep: Class 13 contains 53356 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10287 members 
Mstep: Class 20 contains 51701 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4258 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28003 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13123 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17326 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9645 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30428 members 
Mstep: Class 36 contains 20719 members 
Mstep: Class 37 contains 32873 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 10115 members 
Mstep: Class 40 contains 117057 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14685 members 
Mstep: Class 43 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397904.000000 Penalty: 144891.109375
Iteration 164Q: 44 clusters Score -1.203979e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64260 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64542 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19877 members 
Mstep: Class 8 contains 101374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 11 contains 12708 members 
Mstep: Class 12 contains 9748 members 
Mstep: Class 13 contains 53351 members 
Mstep: Class 14 contains 10549 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 51700 members 
Mstep: Class 21 contains 19295 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 4259 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13112 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7830 members 
Mstep: Class 31 contains 17323 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9642 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30422 members 
Mstep: Class 36 contains 20719 members 
Mstep: Class 37 contains 32872 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 10161 members 
Mstep: Class 40 contains 117048 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14686 members 
Mstep: Class 43 contains 7200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397928.000000 Penalty: 144891.109375
Iteration 165Q: 44 clusters Score -1.203979e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64255 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64535 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19862 members 
Mstep: Class 8 contains 101374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12016 members 
Mstep: Class 11 contains 12704 members 
Mstep: Class 12 contains 9758 members 
Mstep: Class 13 contains 53346 members 
Mstep: Class 14 contains 10549 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 51700 members 
Mstep: Class 21 contains 19297 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4262 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27998 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13098 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7823 members 
Mstep: Class 31 contains 17323 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9644 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30412 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32871 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 10213 members 
Mstep: Class 40 contains 117044 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14686 members 
Mstep: Class 43 contains 7202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397920.000000 Penalty: 144891.109375
Iteration 166Q: 44 clusters Score -1.203979e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 64251 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64534 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19858 members 
Mstep: Class 8 contains 101373 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12010 members 
Mstep: Class 11 contains 12700 members 
Mstep: Class 12 contains 9764 members 
Mstep: Class 13 contains 53343 members 
Mstep: Class 14 contains 10550 members 
Mstep: Class 15 contains 6942 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 51704 members 
Mstep: Class 21 contains 19295 members 
Mstep: Class 22 contains 11158 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27996 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13089 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7818 members 
Mstep: Class 31 contains 17322 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9644 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30410 members 
Mstep: Class 36 contains 20719 members 
Mstep: Class 37 contains 32869 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 10248 members 
Mstep: Class 40 contains 117042 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14688 members 
Mstep: Class 43 contains 7203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398016.000000 Penalty: 144891.109375
Iteration 167Q: 44 clusters Score -1.20398e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 64248 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64531 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 19856 members 
Mstep: Class 8 contains 101375 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12005 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 9768 members 
Mstep: Class 13 contains 53335 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 51706 members 
Mstep: Class 21 contains 19295 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4267 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27993 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13076 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7814 members 
Mstep: Class 31 contains 17324 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9645 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30414 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32869 members 
Mstep: Class 38 contains 1222 members 
Mstep: Class 39 contains 10269 members 
Mstep: Class 40 contains 117044 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14692 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397968.000000 Penalty: 144891.109375
Iteration 168Q: 44 clusters Score -1.20398e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 64246 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64528 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 19850 members 
Mstep: Class 8 contains 101378 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12002 members 
Mstep: Class 11 contains 12684 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 53331 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51708 members 
Mstep: Class 21 contains 19296 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4269 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27986 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13067 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7808 members 
Mstep: Class 31 contains 17325 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9648 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30417 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32867 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10304 members 
Mstep: Class 40 contains 117040 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14690 members 
Mstep: Class 43 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398016.000000 Penalty: 144891.109375
Iteration 169Q: 44 clusters Score -1.20398e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 64244 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64529 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 19845 members 
Mstep: Class 8 contains 101378 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12004 members 
Mstep: Class 11 contains 12679 members 
Mstep: Class 12 contains 9774 members 
Mstep: Class 13 contains 53327 members 
Mstep: Class 14 contains 10552 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 51709 members 
Mstep: Class 21 contains 19299 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4271 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27983 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13057 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7802 members 
Mstep: Class 31 contains 17324 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9647 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30421 members 
Mstep: Class 36 contains 20719 members 
Mstep: Class 37 contains 32866 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10324 members 
Mstep: Class 40 contains 117043 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14690 members 
Mstep: Class 43 contains 7209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398040.000000 Penalty: 144891.109375
Iteration 170Q: 44 clusters Score -1.20398e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 64244 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64529 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19834 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 9777 members 
Mstep: Class 13 contains 53327 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 51708 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27979 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13049 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7799 members 
Mstep: Class 31 contains 17326 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9652 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30419 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32866 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10340 members 
Mstep: Class 40 contains 117039 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14692 members 
Mstep: Class 43 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397992.000000 Penalty: 144891.109375
Iteration 171Q: 44 clusters Score -1.20398e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 64242 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64528 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19832 members 
Mstep: Class 8 contains 101383 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 12001 members 
Mstep: Class 11 contains 12672 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 53324 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 51707 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4271 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27978 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13045 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 7799 members 
Mstep: Class 31 contains 17323 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9653 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30422 members 
Mstep: Class 36 contains 20717 members 
Mstep: Class 37 contains 32865 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10357 members 
Mstep: Class 40 contains 117044 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14693 members 
Mstep: Class 43 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398008.000000 Penalty: 144891.109375
Iteration 172Q: 44 clusters Score -1.20398e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 64239 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64526 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19823 members 
Mstep: Class 8 contains 101388 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 53322 members 
Mstep: Class 14 contains 10554 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10278 members 
Mstep: Class 20 contains 51707 members 
Mstep: Class 21 contains 19304 members 
Mstep: Class 22 contains 11157 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13041 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7798 members 
Mstep: Class 31 contains 17321 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9652 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30426 members 
Mstep: Class 36 contains 20717 members 
Mstep: Class 37 contains 32865 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10377 members 
Mstep: Class 40 contains 117054 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14695 members 
Mstep: Class 43 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398016.000000 Penalty: 144891.109375
Iteration 173Q: 44 clusters Score -1.20398e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 64238 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64523 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 101388 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 12665 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10279 members 
Mstep: Class 20 contains 51707 members 
Mstep: Class 21 contains 19304 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4274 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13035 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7799 members 
Mstep: Class 31 contains 17321 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9654 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30428 members 
Mstep: Class 36 contains 20718 members 
Mstep: Class 37 contains 32865 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10393 members 
Mstep: Class 40 contains 117058 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14699 members 
Mstep: Class 43 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398032.000000 Penalty: 144891.109375
Iteration 174Q: 44 clusters Score -1.20398e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 64234 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64522 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19807 members 
Mstep: Class 8 contains 101389 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11994 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 9780 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10279 members 
Mstep: Class 20 contains 51708 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4274 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13033 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7800 members 
Mstep: Class 31 contains 17319 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9656 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30427 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32863 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10400 members 
Mstep: Class 40 contains 117060 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14700 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397976.000000 Penalty: 144891.109375
Iteration 175Q: 44 clusters Score -1.20398e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 64232 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64520 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 101387 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11996 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 9782 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10279 members 
Mstep: Class 20 contains 51707 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4275 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13033 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7797 members 
Mstep: Class 31 contains 17317 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9654 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30431 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32863 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10407 members 
Mstep: Class 40 contains 117059 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14698 members 
Mstep: Class 43 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398040.000000 Penalty: 144891.109375
Iteration 176Q: 44 clusters Score -1.20398e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 64232 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64517 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19803 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11996 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 9784 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 10279 members 
Mstep: Class 20 contains 51710 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 11156 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27975 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13030 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7796 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9653 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30431 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32864 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10416 members 
Mstep: Class 40 contains 117061 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14696 members 
Mstep: Class 43 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397984.000000 Penalty: 144891.109375
Iteration 177Q: 44 clusters Score -1.20398e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 64231 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64517 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 101380 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11996 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 9785 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 51712 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27975 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13029 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7794 members 
Mstep: Class 31 contains 17314 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9653 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30429 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10417 members 
Mstep: Class 40 contains 117061 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14701 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397904.000000 Penalty: 144891.109375
Iteration 178Q: 44 clusters Score -1.203979e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 64232 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64517 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19809 members 
Mstep: Class 8 contains 101376 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11995 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 9786 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 51712 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27977 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13026 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7795 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9653 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30423 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10424 members 
Mstep: Class 40 contains 117056 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14702 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397960.000000 Penalty: 144891.109375
Iteration 179Q: 44 clusters Score -1.20398e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 64232 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64516 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19808 members 
Mstep: Class 8 contains 101374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11991 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9786 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51713 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27976 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13025 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7795 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9654 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30419 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 117055 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398032.000000 Penalty: 144891.109375
Iteration 180F: 44 clusters Score -1.20398e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 64232 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19807 members 
Mstep: Class 8 contains 101374 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11985 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9787 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10285 members 
Mstep: Class 20 contains 51713 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27975 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13025 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7792 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9655 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30418 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10445 members 
Mstep: Class 40 contains 117052 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398000.000000 Penalty: 144891.109375
Iteration 181Q: 44 clusters Score -1.20398e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 64231 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64515 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19806 members 
Mstep: Class 8 contains 101372 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9790 members 
Mstep: Class 13 contains 53319 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51714 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 11154 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27973 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13023 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7790 members 
Mstep: Class 31 contains 17314 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9657 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30414 members 
Mstep: Class 36 contains 20720 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10457 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398056.000000 Penalty: 144891.109375
Iteration 182Q: 44 clusters Score -1.203981e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 64227 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64514 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19805 members 
Mstep: Class 8 contains 101370 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9793 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 6939 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51713 members 
Mstep: Class 21 contains 19305 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13018 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17314 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30416 members 
Mstep: Class 36 contains 20721 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10468 members 
Mstep: Class 40 contains 117050 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14702 members 
Mstep: Class 43 contains 7209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398024.000000 Penalty: 144891.109375
Iteration 183Q: 44 clusters Score -1.20398e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 64222 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 101367 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11981 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9794 members 
Mstep: Class 13 contains 53316 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 51714 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 6580 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13017 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17314 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10474 members 
Mstep: Class 40 contains 117051 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397936.000000 Penalty: 144891.109375
Iteration 184Q: 44 clusters Score -1.203979e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 64221 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 101366 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9795 members 
Mstep: Class 13 contains 53316 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13016 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17315 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9657 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30414 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32862 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117050 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14703 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398016.000000 Penalty: 144891.109375
Iteration 185Q: 44 clusters Score -1.20398e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 101365 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9796 members 
Mstep: Class 13 contains 53316 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13015 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30414 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10477 members 
Mstep: Class 40 contains 117050 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14704 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397992.000000 Penalty: 144891.109375
Iteration 186Q: 44 clusters Score -1.20398e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19794 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13017 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30414 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117050 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398000.000000 Penalty: 144891.109375
Iteration 187Q: 44 clusters Score -1.20398e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398040.000000 Penalty: 144891.109375
Iteration 188Q: 44 clusters Score -1.20398e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19791 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13020 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398056.000000 Penalty: 144891.109375
Iteration 189Q: 44 clusters Score -1.203981e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398072.000000 Penalty: 144891.109375
Iteration 190Q: 44 clusters Score -1.203981e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398072.000000 Penalty: 144891.109375
Iteration 191F: 44 clusters Score -1.203981e+08 nChanged 0
Entering ConstructFrom: 
Score: -120398072.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -1308616.125000 Penalty: 2250.566406
	Iteration 0F: 2 clusters Score -1308616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1301883.250000 Penalty: 4501.132812
	Iteration 0F: 3 clusters Score -1301883 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1304043.500000 Penalty: 4501.132812
	Iteration 1F: 3 clusters Score -1304044 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1304454.250000 Penalty: 4501.132812
	Iteration 2F: 3 clusters Score -1304454 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1304770.250000 Penalty: 4501.132812
	Iteration 3F: 3 clusters Score -1304770 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1305040.000000 Penalty: 4501.132812
	Iteration 4F: 3 clusters Score -1305040 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1305287.250000 Penalty: 4501.132812
	Iteration 5Q: 3 clusters Score -1305287 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1305516.750000 Penalty: 4501.132812
	Iteration 6Q: 3 clusters Score -1305517 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1305742.250000 Penalty: 4501.132812
	Iteration 7Q: 3 clusters Score -1305742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1305939.125000 Penalty: 4501.132812
	Iteration 8Q: 3 clusters Score -1305939 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1306148.000000 Penalty: 4501.132812
	Iteration 9Q: 3 clusters Score -1306148 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1306389.125000 Penalty: 4501.132812
	Iteration 10Q: 3 clusters Score -1306389 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1306658.000000 Penalty: 4501.132812
	Iteration 11Q: 3 clusters Score -1306658 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1306944.750000 Penalty: 4501.132812
	Iteration 12Q: 3 clusters Score -1306945 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1307208.750000 Penalty: 4501.132812
	Iteration 13Q: 3 clusters Score -1307209 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1307433.000000 Penalty: 4501.132812
	Iteration 14Q: 3 clusters Score -1307433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1307575.750000 Penalty: 4501.132812
	Iteration 15Q: 3 clusters Score -1307576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1307672.750000 Penalty: 4501.132812
	Iteration 16Q: 3 clusters Score -1307673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1307721.625000 Penalty: 4501.132812
	Iteration 17Q: 3 clusters Score -1307722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1307744.000000 Penalty: 4501.132812
	Iteration 18Q: 3 clusters Score -1307744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1307765.500000 Penalty: 4501.132812
	Iteration 19Q: 3 clusters Score -1307766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1307778.375000 Penalty: 4501.132812
	Iteration 20F: 3 clusters Score -1307778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1307782.125000 Penalty: 4501.132812
	Iteration 21Q: 3 clusters Score -1307782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1307790.125000 Penalty: 4501.132812
	Iteration 22Q: 3 clusters Score -1307790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1307794.625000 Penalty: 4501.132812
	Iteration 23Q: 3 clusters Score -1307795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1307791.500000 Penalty: 4501.132812
	Iteration 24Q: 3 clusters Score -1307792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1307794.375000 Penalty: 4501.132812
	Iteration 25Q: 3 clusters Score -1307794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1307793.250000 Penalty: 4501.132812
	Iteration 26Q: 3 clusters Score -1307793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1307794.500000 Penalty: 4501.132812
	Iteration 27Q: 3 clusters Score -1307794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1307793.500000 Penalty: 4501.132812
	Iteration 28Q: 3 clusters Score -1307794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1307793.500000 Penalty: 4501.132812
	Iteration 29F: 3 clusters Score -1307794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Entering Unmasked Estep 
Score: -9922412.000000 Penalty: 2745.377441
	Iteration 0F: 2 clusters Score -9922412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -9879325.000000 Penalty: 5490.754883
	Iteration 0F: 3 clusters Score -9879325 nChanged 29917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9896569.000000 Penalty: 5490.754883
	Iteration 1F: 3 clusters Score -9896569 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -9897350.000000 Penalty: 5490.754883
	Iteration 2Q: 3 clusters Score -9897350 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9898246.000000 Penalty: 5490.754883
	Iteration 3Q: 3 clusters Score -9898246 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -9899329.000000 Penalty: 5490.754883
	Iteration 4Q: 3 clusters Score -9899329 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -9900743.000000 Penalty: 5490.754883
	Iteration 5Q: 3 clusters Score -9900743 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9902472.000000 Penalty: 5490.754883
	Iteration 6F: 3 clusters Score -9902472 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9904503.000000 Penalty: 5490.754883
	Iteration 7F: 3 clusters Score -9904503 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -9906590.000000 Penalty: 5490.754883
	Iteration 8F: 3 clusters Score -9906590 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -9908491.000000 Penalty: 5490.754883
	Iteration 9F: 3 clusters Score -9908491 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -9910038.000000 Penalty: 5490.754883
	Iteration 10Q: 3 clusters Score -9910038 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -9911597.000000 Penalty: 5490.754883
	Iteration 11Q: 3 clusters Score -9911597 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -9913170.000000 Penalty: 5490.754883
	Iteration 12Q: 3 clusters Score -9913170 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -9914860.000000 Penalty: 5490.754883
	Iteration 13Q: 3 clusters Score -9914860 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -9916432.000000 Penalty: 5490.754883
	Iteration 14Q: 3 clusters Score -9916432 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -9917617.000000 Penalty: 5490.754883
	Iteration 15Q: 3 clusters Score -9917617 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -9918464.000000 Penalty: 5490.754883
	Iteration 16Q: 3 clusters Score -9918464 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -9919005.000000 Penalty: 5490.754883
	Iteration 17Q: 3 clusters Score -9919005 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -9919396.000000 Penalty: 5490.754883
	Iteration 18Q: 3 clusters Score -9919396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -9919644.000000 Penalty: 5490.754883
	Iteration 19Q: 3 clusters Score -9919644 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -9919769.000000 Penalty: 5490.754883
	Iteration 20F: 3 clusters Score -9919769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -9919830.000000 Penalty: 5490.754883
	Iteration 21Q: 3 clusters Score -9919830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -9919889.000000 Penalty: 5490.754883
	Iteration 22Q: 3 clusters Score -9919889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -9919926.000000 Penalty: 5490.754883
	Iteration 23Q: 3 clusters Score -9919926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -9919949.000000 Penalty: 5490.754883
	Iteration 24Q: 3 clusters Score -9919949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -9919965.000000 Penalty: 5490.754883
	Iteration 25Q: 3 clusters Score -9919965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -9919990.000000 Penalty: 5490.754883
	Iteration 26Q: 3 clusters Score -9919990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -9920018.000000 Penalty: 5490.754883
	Iteration 27Q: 3 clusters Score -9920018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -9920030.000000 Penalty: 5490.754883
	Iteration 28Q: 3 clusters Score -9920030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -9920029.000000 Penalty: 5490.754883
	Iteration 29Q: 3 clusters Score -9920029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -9920043.000000 Penalty: 5490.754883
	Iteration 30Q: 3 clusters Score -9920043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -9920034.000000 Penalty: 5490.754883
	Iteration 31Q: 3 clusters Score -9920034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -9920039.000000 Penalty: 5490.754883
	Iteration 32Q: 3 clusters Score -9920039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -9920038.000000 Penalty: 5490.754883
	Iteration 33Q: 3 clusters Score -9920038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -9920046.000000 Penalty: 5490.754883
	Iteration 34Q: 3 clusters Score -9920046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -9920054.000000 Penalty: 5490.754883
	Iteration 35Q: 3 clusters Score -9920054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -9920053.000000 Penalty: 5490.754883
	Iteration 36Q: 3 clusters Score -9920053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -9920054.000000 Penalty: 5490.754883
	Iteration 37Q: 3 clusters Score -9920054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -9920049.000000 Penalty: 5490.754883
	Iteration 38Q: 3 clusters Score -9920049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9920061.000000 Penalty: 5490.754883
	Iteration 39Q: 3 clusters Score -9920061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -9920054.000000 Penalty: 5490.754883
	Iteration 40F: 3 clusters Score -9920054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -9920067.000000 Penalty: 5490.754883
	Iteration 41Q: 3 clusters Score -9920067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -9920078.000000 Penalty: 5490.754883
	Iteration 42Q: 3 clusters Score -9920078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -9920079.000000 Penalty: 5490.754883
	Iteration 43Q: 3 clusters Score -9920079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -9920084.000000 Penalty: 5490.754883
	Iteration 44Q: 3 clusters Score -9920084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -9920078.000000 Penalty: 5490.754883
	Iteration 45Q: 3 clusters Score -9920078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -9920077.000000 Penalty: 5490.754883
	Iteration 46Q: 3 clusters Score -9920077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -9920077.000000 Penalty: 5490.754883
	Iteration 47F: 3 clusters Score -9920077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -152347.921875 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -152347.9 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 524 members 
Entering Unmasked Estep 
Score: -150431.937500 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -150431.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150765.828125 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -150765.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151006.015625 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -151006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151338.718750 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -151338.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151812.687500 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -151812.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151985.093750 Penalty: 3433.631348
	Iteration 5F: 3 clusters Score -151985.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152096.703125 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -152096.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152240.296875 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -152240.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152357.640625 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -152357.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152440.375000 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -152440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152467.578125 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -152467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152477.390625 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -152477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152478.890625 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -152478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152480.843750 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -152480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152481.593750 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -152481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152481.593750 Penalty: 3433.631348
	Iteration 15F: 3 clusters Score -152481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 671 members 
Entering Unmasked Estep 
Score: -120396360.000000 Penalty: 148260.671875
Splitting cluster 3 changes total score from -120398072.000000 to -120396360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -179423.890625 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -179423.9 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 587 members 
Entering Unmasked Estep 
Score: -177384.437500 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -177384.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -178010.531250 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -178010.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -178437.437500 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -178437.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178980.406250 Penalty: 3518.740479
	Iteration 3F: 3 clusters Score -178980.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179416.000000 Penalty: 3518.740479
	Iteration 4F: 3 clusters Score -179416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -179791.593750 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -179791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -179833.046875 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -179833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -179849.421875 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -179849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -179858.000000 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -179858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -179865.937500 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -179865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -179882.187500 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -179882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -179891.171875 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -179891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -179892.515625 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -179892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -179896.078125 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -179896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -179902.640625 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -179902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -179907.031250 Penalty: 3518.740479
	Iteration 15Q: 3 clusters Score -179907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -179910.921875 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -179910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -179913.625000 Penalty: 3518.740479
	Iteration 17Q: 3 clusters Score -179913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -179923.125000 Penalty: 3518.740479
	Iteration 18Q: 3 clusters Score -179923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -179924.546875 Penalty: 3518.740479
	Iteration 19F: 3 clusters Score -179924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -179928.921875 Penalty: 3518.740479
	Iteration 20F: 3 clusters Score -179928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179936.046875 Penalty: 3518.740479
	Iteration 21Q: 3 clusters Score -179936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -179948.796875 Penalty: 3518.740479
	Iteration 22Q: 3 clusters Score -179948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -179956.453125 Penalty: 3518.740479
	Iteration 23Q: 3 clusters Score -179956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -179962.968750 Penalty: 3518.740479
	Iteration 24Q: 3 clusters Score -179963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -179965.265625 Penalty: 3518.740479
	Iteration 25Q: 3 clusters Score -179965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -179973.015625 Penalty: 3518.740479
	Iteration 26Q: 3 clusters Score -179973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -179981.078125 Penalty: 3518.740479
	Iteration 27Q: 3 clusters Score -179981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -179987.171875 Penalty: 3518.740479
	Iteration 28Q: 3 clusters Score -179987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -179990.562500 Penalty: 3518.740479
	Iteration 29Q: 3 clusters Score -179990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -179996.140625 Penalty: 3518.740479
	Iteration 30Q: 3 clusters Score -179996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -180000.359375 Penalty: 3518.740479
	Iteration 31Q: 3 clusters Score -180000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -180000.359375 Penalty: 3518.740479
	Iteration 32F: 3 clusters Score -180000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 790 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 415 members 
Entering Unmasked Estep 
Score: -120397168.000000 Penalty: 148260.671875
Splitting cluster 4 changes total score from -120398072.000000 to -120397168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (64512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Entering Unmasked Estep 
Score: -10053527.000000 Penalty: 2746.502441
	Iteration 0F: 2 clusters Score -1.005353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -10010271.000000 Penalty: 5493.004883
	Iteration 0F: 3 clusters Score -1.001027e+07 nChanged 30070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -10027391.000000 Penalty: 5493.004883
	Iteration 1F: 3 clusters Score -1.002739e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -10028258.000000 Penalty: 5493.004883
	Iteration 2Q: 3 clusters Score -1.002826e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -10029364.000000 Penalty: 5493.004883
	Iteration 3Q: 3 clusters Score -1.002936e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -10030901.000000 Penalty: 5493.004883
	Iteration 4F: 3 clusters Score -1.00309e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -10033116.000000 Penalty: 5493.004883
	Iteration 5F: 3 clusters Score -1.003312e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -10036028.000000 Penalty: 5493.004883
	Iteration 6F: 3 clusters Score -1.003603e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -10039575.000000 Penalty: 5493.004883
	Iteration 7F: 3 clusters Score -1.003958e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -10042902.000000 Penalty: 5493.004883
	Iteration 8F: 3 clusters Score -1.00429e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -10045766.000000 Penalty: 5493.004883
	Iteration 9F: 3 clusters Score -1.004577e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -10047927.000000 Penalty: 5493.004883
	Iteration 10Q: 3 clusters Score -1.004793e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -10049354.000000 Penalty: 5493.004883
	Iteration 11Q: 3 clusters Score -1.004935e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -10050196.000000 Penalty: 5493.004883
	Iteration 12Q: 3 clusters Score -1.00502e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -10050655.000000 Penalty: 5493.004883
	Iteration 13Q: 3 clusters Score -1.005066e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -10050878.000000 Penalty: 5493.004883
	Iteration 14Q: 3 clusters Score -1.005088e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -10050994.000000 Penalty: 5493.004883
	Iteration 15Q: 3 clusters Score -1.005099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -10051060.000000 Penalty: 5493.004883
	Iteration 16Q: 3 clusters Score -1.005106e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -10051110.000000 Penalty: 5493.004883
	Iteration 17Q: 3 clusters Score -1.005111e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -10051153.000000 Penalty: 5493.004883
	Iteration 18Q: 3 clusters Score -1.005115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -10051173.000000 Penalty: 5493.004883
	Iteration 19Q: 3 clusters Score -1.005117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -10051192.000000 Penalty: 5493.004883
	Iteration 20F: 3 clusters Score -1.005119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -10051212.000000 Penalty: 5493.004883
	Iteration 21Q: 3 clusters Score -1.005121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -10051219.000000 Penalty: 5493.004883
	Iteration 22Q: 3 clusters Score -1.005122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -10051228.000000 Penalty: 5493.004883
	Iteration 23Q: 3 clusters Score -1.005123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -10051249.000000 Penalty: 5493.004883
	Iteration 24Q: 3 clusters Score -1.005125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -10051251.000000 Penalty: 5493.004883
	Iteration 25Q: 3 clusters Score -1.005125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -10051266.000000 Penalty: 5493.004883
	Iteration 26Q: 3 clusters Score -1.005127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -10051257.000000 Penalty: 5493.004883
	Iteration 27Q: 3 clusters Score -1.005126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -10051257.000000 Penalty: 5493.004883
	Iteration 28F: 3 clusters Score -1.005126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -411948.656250 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -411948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -408861.093750 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -408861.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -409569.875000 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -409569.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -409817.937500 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -409817.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -410058.843750 Penalty: 3936.051270
	Iteration 3F: 3 clusters Score -410058.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -410366.250000 Penalty: 3936.051270
	Iteration 4F: 3 clusters Score -410366.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -410657.125000 Penalty: 3936.051270
	Iteration 5F: 3 clusters Score -410657.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -410843.625000 Penalty: 3936.051270
	Iteration 6F: 3 clusters Score -410843.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -410981.000000 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -410981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -411061.312500 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -411061.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -411131.218750 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -411131.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -411176.406250 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -411176.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -411206.937500 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -411206.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -411236.500000 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -411236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411256.406250 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -411256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -411266.750000 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -411266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411276.750000 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -411276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -411282.562500 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -411282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -411286.812500 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -411286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -411289.062500 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -411289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -411290.281250 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -411290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -411290.281250 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -411290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Entering Unmasked Estep 
Score: -2938078.000000 Penalty: 2453.472168
	Iteration 0F: 2 clusters Score -2938078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2924171.500000 Penalty: 4906.944336
	Iteration 0F: 3 clusters Score -2924172 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2928920.750000 Penalty: 4906.944336
	Iteration 1F: 3 clusters Score -2928921 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2929507.000000 Penalty: 4906.944336
	Iteration 2F: 3 clusters Score -2929507 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2930202.500000 Penalty: 4906.944336
	Iteration 3F: 3 clusters Score -2930202 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2930998.000000 Penalty: 4906.944336
	Iteration 4F: 3 clusters Score -2930998 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2931892.750000 Penalty: 4906.944336
	Iteration 5F: 3 clusters Score -2931893 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2932802.000000 Penalty: 4906.944336
	Iteration 6F: 3 clusters Score -2932802 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2933583.500000 Penalty: 4906.944336
	Iteration 7F: 3 clusters Score -2933584 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2934230.500000 Penalty: 4906.944336
	Iteration 8Q: 3 clusters Score -2934230 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2934725.500000 Penalty: 4906.944336
	Iteration 9Q: 3 clusters Score -2934726 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2935077.500000 Penalty: 4906.944336
	Iteration 10Q: 3 clusters Score -2935078 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2935338.250000 Penalty: 4906.944336
	Iteration 11Q: 3 clusters Score -2935338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2935547.000000 Penalty: 4906.944336
	Iteration 12Q: 3 clusters Score -2935547 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2935687.500000 Penalty: 4906.944336
	Iteration 13Q: 3 clusters Score -2935688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2935797.250000 Penalty: 4906.944336
	Iteration 14Q: 3 clusters Score -2935797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2935911.000000 Penalty: 4906.944336
	Iteration 15Q: 3 clusters Score -2935911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2935998.750000 Penalty: 4906.944336
	Iteration 16Q: 3 clusters Score -2935999 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2936063.250000 Penalty: 4906.944336
	Iteration 17Q: 3 clusters Score -2936063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2936128.500000 Penalty: 4906.944336
	Iteration 18Q: 3 clusters Score -2936128 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2936190.250000 Penalty: 4906.944336
	Iteration 19Q: 3 clusters Score -2936190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2936255.750000 Penalty: 4906.944336
	Iteration 20F: 3 clusters Score -2936256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2936324.750000 Penalty: 4906.944336
	Iteration 21Q: 3 clusters Score -2936325 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2936404.250000 Penalty: 4906.944336
	Iteration 22Q: 3 clusters Score -2936404 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2936459.250000 Penalty: 4906.944336
	Iteration 23Q: 3 clusters Score -2936459 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2936490.000000 Penalty: 4906.944336
	Iteration 24Q: 3 clusters Score -2936490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2936516.750000 Penalty: 4906.944336
	Iteration 25Q: 3 clusters Score -2936517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2936537.250000 Penalty: 4906.944336
	Iteration 26Q: 3 clusters Score -2936537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2936556.000000 Penalty: 4906.944336
	Iteration 27Q: 3 clusters Score -2936556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2936569.250000 Penalty: 4906.944336
	Iteration 28Q: 3 clusters Score -2936569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2936590.500000 Penalty: 4906.944336
	Iteration 29Q: 3 clusters Score -2936590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2936605.500000 Penalty: 4906.944336
	Iteration 30Q: 3 clusters Score -2936606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2936625.500000 Penalty: 4906.944336
	Iteration 31Q: 3 clusters Score -2936626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2936636.000000 Penalty: 4906.944336
	Iteration 32Q: 3 clusters Score -2936636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2936646.500000 Penalty: 4906.944336
	Iteration 33Q: 3 clusters Score -2936646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2936661.000000 Penalty: 4906.944336
	Iteration 34Q: 3 clusters Score -2936661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2936672.250000 Penalty: 4906.944336
	Iteration 35Q: 3 clusters Score -2936672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2936672.750000 Penalty: 4906.944336
	Iteration 36Q: 3 clusters Score -2936673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2936680.000000 Penalty: 4906.944336
	Iteration 37Q: 3 clusters Score -2936680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2936684.250000 Penalty: 4906.944336
	Iteration 38Q: 3 clusters Score -2936684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2936683.000000 Penalty: 4906.944336
	Iteration 39Q: 3 clusters Score -2936683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2936685.000000 Penalty: 4906.944336
	Iteration 40F: 3 clusters Score -2936685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2936686.000000 Penalty: 4906.944336
	Iteration 41Q: 3 clusters Score -2936686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2936690.250000 Penalty: 4906.944336
	Iteration 42Q: 3 clusters Score -2936690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2936692.250000 Penalty: 4906.944336
	Iteration 43Q: 3 clusters Score -2936692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2936696.500000 Penalty: 4906.944336
	Iteration 44Q: 3 clusters Score -2936696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2936699.750000 Penalty: 4906.944336
	Iteration 45Q: 3 clusters Score -2936700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2936705.000000 Penalty: 4906.944336
	Iteration 46Q: 3 clusters Score -2936705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2936709.250000 Penalty: 4906.944336
	Iteration 47Q: 3 clusters Score -2936709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2936707.500000 Penalty: 4906.944336
	Iteration 48Q: 3 clusters Score -2936708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2936710.000000 Penalty: 4906.944336
	Iteration 49Q: 3 clusters Score -2936710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2936713.250000 Penalty: 4906.944336
	Iteration 50Q: 3 clusters Score -2936713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2936713.750000 Penalty: 4906.944336
	Iteration 51Q: 3 clusters Score -2936714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2936713.250000 Penalty: 4906.944336
	Iteration 52Q: 3 clusters Score -2936713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2936714.750000 Penalty: 4906.944336
	Iteration 53Q: 3 clusters Score -2936715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2936712.000000 Penalty: 4906.944336
	Iteration 54Q: 3 clusters Score -2936712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2936716.750000 Penalty: 4906.944336
	Iteration 55Q: 3 clusters Score -2936717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2936719.250000 Penalty: 4906.944336
	Iteration 56Q: 3 clusters Score -2936719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2936724.750000 Penalty: 4906.944336
	Iteration 57Q: 3 clusters Score -2936725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2936738.000000 Penalty: 4906.944336
	Iteration 58Q: 3 clusters Score -2936738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2936747.500000 Penalty: 4906.944336
	Iteration 59Q: 3 clusters Score -2936748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2936749.500000 Penalty: 4906.944336
	Iteration 60F: 3 clusters Score -2936750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2936751.250000 Penalty: 4906.944336
	Iteration 61Q: 3 clusters Score -2936751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2936754.750000 Penalty: 4906.944336
	Iteration 62Q: 3 clusters Score -2936755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2936760.250000 Penalty: 4906.944336
	Iteration 63Q: 3 clusters Score -2936760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2936767.500000 Penalty: 4906.944336
	Iteration 64Q: 3 clusters Score -2936768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2936771.500000 Penalty: 4906.944336
	Iteration 65Q: 3 clusters Score -2936772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2936772.250000 Penalty: 4906.944336
	Iteration 66Q: 3 clusters Score -2936772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2936776.750000 Penalty: 4906.944336
	Iteration 67Q: 3 clusters Score -2936777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2936776.750000 Penalty: 4906.944336
	Iteration 68Q: 3 clusters Score -2936777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2936779.000000 Penalty: 4906.944336
	Iteration 69Q: 3 clusters Score -2936779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2936776.500000 Penalty: 4906.944336
	Iteration 70Q: 3 clusters Score -2936776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2936777.250000 Penalty: 4906.944336
	Iteration 71Q: 3 clusters Score -2936777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2936778.250000 Penalty: 4906.944336
	Iteration 72Q: 3 clusters Score -2936778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2936779.000000 Penalty: 4906.944336
	Iteration 73Q: 3 clusters Score -2936779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2936779.750000 Penalty: 4906.944336
	Iteration 74Q: 3 clusters Score -2936780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2936773.000000 Penalty: 4906.944336
	Iteration 75Q: 3 clusters Score -2936773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2936775.000000 Penalty: 4906.944336
	Iteration 76Q: 3 clusters Score -2936775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2936776.750000 Penalty: 4906.944336
	Iteration 77Q: 3 clusters Score -2936777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2936774.500000 Penalty: 4906.944336
	Iteration 78Q: 3 clusters Score -2936774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2936768.250000 Penalty: 4906.944336
	Iteration 79Q: 3 clusters Score -2936768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2936769.250000 Penalty: 4906.944336
	Iteration 80F: 3 clusters Score -2936769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Entering Unmasked Estep 
Score: -15852609.000000 Penalty: 2858.565430
	Iteration 0F: 2 clusters Score -1.585261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -15787322.000000 Penalty: 5717.130859
	Iteration 0F: 3 clusters Score -1.578732e+07 nChanged 48111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -15814922.000000 Penalty: 5717.130859
	Iteration 1F: 3 clusters Score -1.581492e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -15816179.000000 Penalty: 5717.130859
	Iteration 2Q: 3 clusters Score -1.581618e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -15817556.000000 Penalty: 5717.130859
	Iteration 3Q: 3 clusters Score -1.581756e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -15819320.000000 Penalty: 5717.130859
	Iteration 4Q: 3 clusters Score -1.581932e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -15821598.000000 Penalty: 5717.130859
	Iteration 5Q: 3 clusters Score -1.58216e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -15824202.000000 Penalty: 5717.130859
	Iteration 6F: 3 clusters Score -1.58242e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -15827164.000000 Penalty: 5717.130859
	Iteration 7F: 3 clusters Score -1.582716e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -15830549.000000 Penalty: 5717.130859
	Iteration 8F: 3 clusters Score -1.583055e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -15834407.000000 Penalty: 5717.130859
	Iteration 9F: 3 clusters Score -1.583441e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -15838335.000000 Penalty: 5717.130859
	Iteration 10F: 3 clusters Score -1.583834e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -15842197.000000 Penalty: 5717.130859
	Iteration 11F: 3 clusters Score -1.58422e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -15845369.000000 Penalty: 5717.130859
	Iteration 12Q: 3 clusters Score -1.584537e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -15847413.000000 Penalty: 5717.130859
	Iteration 13Q: 3 clusters Score -1.584741e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -15848605.000000 Penalty: 5717.130859
	Iteration 14Q: 3 clusters Score -1.58486e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -15849188.000000 Penalty: 5717.130859
	Iteration 15Q: 3 clusters Score -1.584919e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -15849559.000000 Penalty: 5717.130859
	Iteration 16Q: 3 clusters Score -1.584956e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -15849781.000000 Penalty: 5717.130859
	Iteration 17Q: 3 clusters Score -1.584978e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -15849975.000000 Penalty: 5717.130859
	Iteration 18Q: 3 clusters Score -1.584998e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15850064.000000 Penalty: 5717.130859
	Iteration 19Q: 3 clusters Score -1.585006e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -15850146.000000 Penalty: 5717.130859
	Iteration 20F: 3 clusters Score -1.585015e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -15850188.000000 Penalty: 5717.130859
	Iteration 21Q: 3 clusters Score -1.585019e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15850239.000000 Penalty: 5717.130859
	Iteration 22Q: 3 clusters Score -1.585024e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15850268.000000 Penalty: 5717.130859
	Iteration 23Q: 3 clusters Score -1.585027e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15850290.000000 Penalty: 5717.130859
	Iteration 24Q: 3 clusters Score -1.585029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15850331.000000 Penalty: 5717.130859
	Iteration 25Q: 3 clusters Score -1.585033e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15850359.000000 Penalty: 5717.130859
	Iteration 26Q: 3 clusters Score -1.585036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15850384.000000 Penalty: 5717.130859
	Iteration 27Q: 3 clusters Score -1.585038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15850403.000000 Penalty: 5717.130859
	Iteration 28Q: 3 clusters Score -1.58504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15850397.000000 Penalty: 5717.130859
	Iteration 29Q: 3 clusters Score -1.58504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15850429.000000 Penalty: 5717.130859
	Iteration 30Q: 3 clusters Score -1.585043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15850448.000000 Penalty: 5717.130859
	Iteration 31Q: 3 clusters Score -1.585045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15850442.000000 Penalty: 5717.130859
	Iteration 32Q: 3 clusters Score -1.585044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15850444.000000 Penalty: 5717.130859
	Iteration 33Q: 3 clusters Score -1.585044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15850456.000000 Penalty: 5717.130859
	Iteration 34Q: 3 clusters Score -1.585046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15850467.000000 Penalty: 5717.130859
	Iteration 35Q: 3 clusters Score -1.585047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15850490.000000 Penalty: 5717.130859
	Iteration 36Q: 3 clusters Score -1.585049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15850481.000000 Penalty: 5717.130859
	Iteration 37Q: 3 clusters Score -1.585048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15850485.000000 Penalty: 5717.130859
	Iteration 38Q: 3 clusters Score -1.585048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15850472.000000 Penalty: 5717.130859
	Iteration 39Q: 3 clusters Score -1.585047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15850491.000000 Penalty: 5717.130859
	Iteration 40F: 3 clusters Score -1.585049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15850484.000000 Penalty: 5717.130859
	Iteration 41Q: 3 clusters Score -1.585048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15850484.000000 Penalty: 5717.130859
	Iteration 42F: 3 clusters Score -1.585048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -33860.015625 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -33860.02 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 146 members 
Entering Unmasked Estep 
Score: -32697.179688 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -32697.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32958.906250 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -32958.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33119.917969 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -33119.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33260.558594 Penalty: 2807.103027
	Iteration 3F: 3 clusters Score -33260.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33325.015625 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -33325.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33330.417969 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -33330.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33330.417969 Penalty: 2807.103027
	Iteration 6F: 3 clusters Score -33330.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Entering Unmasked Estep 
Score: -1794832.875000 Penalty: 2329.007812
	Iteration 0F: 2 clusters Score -1794833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1785889.750000 Penalty: 4658.015625
	Iteration 0F: 3 clusters Score -1785890 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1788691.625000 Penalty: 4658.015625
	Iteration 1F: 3 clusters Score -1788692 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1789191.375000 Penalty: 4658.015625
	Iteration 2F: 3 clusters Score -1789191 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1789722.125000 Penalty: 4658.015625
	Iteration 3F: 3 clusters Score -1789722 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1790298.875000 Penalty: 4658.015625
	Iteration 4F: 3 clusters Score -1790299 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1790958.500000 Penalty: 4658.015625
	Iteration 5F: 3 clusters Score -1790958 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1791826.750000 Penalty: 4658.015625
	Iteration 6F: 3 clusters Score -1791827 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1792723.750000 Penalty: 4658.015625
	Iteration 7F: 3 clusters Score -1792724 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1793489.125000 Penalty: 4658.015625
	Iteration 8F: 3 clusters Score -1793489 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1794104.125000 Penalty: 4658.015625
	Iteration 9F: 3 clusters Score -1794104 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1794477.875000 Penalty: 4658.015625
	Iteration 10Q: 3 clusters Score -1794478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1794719.250000 Penalty: 4658.015625
	Iteration 11Q: 3 clusters Score -1794719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1794867.375000 Penalty: 4658.015625
	Iteration 12Q: 3 clusters Score -1794867 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1794954.000000 Penalty: 4658.015625
	Iteration 13Q: 3 clusters Score -1794954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1795001.625000 Penalty: 4658.015625
	Iteration 14Q: 3 clusters Score -1795002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1795030.250000 Penalty: 4658.015625
	Iteration 15Q: 3 clusters Score -1795030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1795051.875000 Penalty: 4658.015625
	Iteration 16Q: 3 clusters Score -1795052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1795057.250000 Penalty: 4658.015625
	Iteration 17Q: 3 clusters Score -1795057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1795061.625000 Penalty: 4658.015625
	Iteration 18Q: 3 clusters Score -1795062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1795066.625000 Penalty: 4658.015625
	Iteration 19Q: 3 clusters Score -1795067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1795072.375000 Penalty: 4658.015625
	Iteration 20F: 3 clusters Score -1795072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1795080.250000 Penalty: 4658.015625
	Iteration 21Q: 3 clusters Score -1795080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1795079.875000 Penalty: 4658.015625
	Iteration 22Q: 3 clusters Score -1795080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1795084.500000 Penalty: 4658.015625
	Iteration 23Q: 3 clusters Score -1795084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1795083.750000 Penalty: 4658.015625
	Iteration 24Q: 3 clusters Score -1795084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1795088.375000 Penalty: 4658.015625
	Iteration 25Q: 3 clusters Score -1795088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1795086.750000 Penalty: 4658.015625
	Iteration 26Q: 3 clusters Score -1795087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1795085.250000 Penalty: 4658.015625
	Iteration 27Q: 3 clusters Score -1795085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1795085.250000 Penalty: 4658.015625
	Iteration 28F: 3 clusters Score -1795085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 5397 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 6585 members 
Entering Unmasked Estep 
Score: -120397296.000000 Penalty: 148260.671875
Splitting cluster 10 changes total score from -120398072.000000 to -120397296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -2091492.875000 Penalty: 2342.697510
	Iteration 0F: 2 clusters Score -2091493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2082081.875000 Penalty: 4685.395020
	Iteration 0F: 3 clusters Score -2082082 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2084894.125000 Penalty: 4685.395020
	Iteration 1F: 3 clusters Score -2084894 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2085182.875000 Penalty: 4685.395020
	Iteration 2F: 3 clusters Score -2085183 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2085385.000000 Penalty: 4685.395020
	Iteration 3Q: 3 clusters Score -2085385 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2085561.250000 Penalty: 4685.395020
	Iteration 4Q: 3 clusters Score -2085561 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2085727.000000 Penalty: 4685.395020
	Iteration 5Q: 3 clusters Score -2085727 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2085934.500000 Penalty: 4685.395020
	Iteration 6Q: 3 clusters Score -2085934 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2086176.125000 Penalty: 4685.395020
	Iteration 7Q: 3 clusters Score -2086176 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2086450.875000 Penalty: 4685.395020
	Iteration 8Q: 3 clusters Score -2086451 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2086799.000000 Penalty: 4685.395020
	Iteration 9Q: 3 clusters Score -2086799 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2087240.000000 Penalty: 4685.395020
	Iteration 10Q: 3 clusters Score -2087240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2087717.625000 Penalty: 4685.395020
	Iteration 11Q: 3 clusters Score -2087718 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2088174.500000 Penalty: 4685.395020
	Iteration 12Q: 3 clusters Score -2088174 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2088581.625000 Penalty: 4685.395020
	Iteration 13Q: 3 clusters Score -2088582 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2088840.250000 Penalty: 4685.395020
	Iteration 14Q: 3 clusters Score -2088840 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2089050.250000 Penalty: 4685.395020
	Iteration 15Q: 3 clusters Score -2089050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2089183.375000 Penalty: 4685.395020
	Iteration 16Q: 3 clusters Score -2089183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2089260.750000 Penalty: 4685.395020
	Iteration 17Q: 3 clusters Score -2089261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2089315.500000 Penalty: 4685.395020
	Iteration 18Q: 3 clusters Score -2089316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2089359.125000 Penalty: 4685.395020
	Iteration 19Q: 3 clusters Score -2089359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2089377.000000 Penalty: 4685.395020
	Iteration 20F: 3 clusters Score -2089377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2089396.125000 Penalty: 4685.395020
	Iteration 21Q: 3 clusters Score -2089396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2089426.125000 Penalty: 4685.395020
	Iteration 22Q: 3 clusters Score -2089426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2089443.625000 Penalty: 4685.395020
	Iteration 23Q: 3 clusters Score -2089444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2089452.875000 Penalty: 4685.395020
	Iteration 24Q: 3 clusters Score -2089453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2089458.875000 Penalty: 4685.395020
	Iteration 25Q: 3 clusters Score -2089459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2089462.750000 Penalty: 4685.395020
	Iteration 26Q: 3 clusters Score -2089463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2089467.625000 Penalty: 4685.395020
	Iteration 27Q: 3 clusters Score -2089468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2089475.750000 Penalty: 4685.395020
	Iteration 28Q: 3 clusters Score -2089476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2089483.375000 Penalty: 4685.395020
	Iteration 29Q: 3 clusters Score -2089483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2089488.625000 Penalty: 4685.395020
	Iteration 30Q: 3 clusters Score -2089489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2089492.625000 Penalty: 4685.395020
	Iteration 31Q: 3 clusters Score -2089493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2089496.375000 Penalty: 4685.395020
	Iteration 32Q: 3 clusters Score -2089496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2089498.000000 Penalty: 4685.395020
	Iteration 33Q: 3 clusters Score -2089498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2089498.500000 Penalty: 4685.395020
	Iteration 34Q: 3 clusters Score -2089498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2089498.500000 Penalty: 4685.395020
	Iteration 35Q: 3 clusters Score -2089498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2089498.500000 Penalty: 4685.395020
	Iteration 36F: 3 clusters Score -2089498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1448568.500000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -1448568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1441057.125000 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -1441057 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1443400.500000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -1443400 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1443858.625000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -1443859 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1444268.625000 Penalty: 4558.156738
	Iteration 3F: 3 clusters Score -1444269 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1444613.500000 Penalty: 4558.156738
	Iteration 4F: 3 clusters Score -1444614 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1444900.625000 Penalty: 4558.156738
	Iteration 5Q: 3 clusters Score -1444901 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1445165.875000 Penalty: 4558.156738
	Iteration 6Q: 3 clusters Score -1445166 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1445402.750000 Penalty: 4558.156738
	Iteration 7Q: 3 clusters Score -1445403 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1445630.000000 Penalty: 4558.156738
	Iteration 8Q: 3 clusters Score -1445630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1445833.250000 Penalty: 4558.156738
	Iteration 9Q: 3 clusters Score -1445833 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1446053.000000 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -1446053 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1446319.875000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -1446320 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1446689.375000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -1446689 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1447122.375000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -1447122 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1447510.125000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -1447510 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1447806.125000 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -1447806 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1448083.000000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -1448083 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1448321.750000 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -1448322 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1448515.750000 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -1448516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1448612.500000 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -1448612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1448678.000000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -1448678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1448707.250000 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -1448707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1448739.125000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -1448739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1448769.625000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -1448770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1448790.500000 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -1448790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1448802.000000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -1448802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1448819.000000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -1448819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1448838.375000 Penalty: 4558.156738
	Iteration 27Q: 3 clusters Score -1448838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1448862.750000 Penalty: 4558.156738
	Iteration 28Q: 3 clusters Score -1448863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1448878.125000 Penalty: 4558.156738
	Iteration 29Q: 3 clusters Score -1448878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1448892.500000 Penalty: 4558.156738
	Iteration 30Q: 3 clusters Score -1448892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1448906.250000 Penalty: 4558.156738
	Iteration 31Q: 3 clusters Score -1448906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1448914.125000 Penalty: 4558.156738
	Iteration 32Q: 3 clusters Score -1448914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1448924.000000 Penalty: 4558.156738
	Iteration 33Q: 3 clusters Score -1448924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1448931.500000 Penalty: 4558.156738
	Iteration 34Q: 3 clusters Score -1448932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1448936.875000 Penalty: 4558.156738
	Iteration 35Q: 3 clusters Score -1448937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1448941.000000 Penalty: 4558.156738
	Iteration 36Q: 3 clusters Score -1448941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1448942.000000 Penalty: 4558.156738
	Iteration 37Q: 3 clusters Score -1448942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1448947.500000 Penalty: 4558.156738
	Iteration 38Q: 3 clusters Score -1448948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1448949.625000 Penalty: 4558.156738
	Iteration 39Q: 3 clusters Score -1448950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1448958.625000 Penalty: 4558.156738
	Iteration 40F: 3 clusters Score -1448959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1448967.000000 Penalty: 4558.156738
	Iteration 41Q: 3 clusters Score -1448967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1448966.875000 Penalty: 4558.156738
	Iteration 42Q: 3 clusters Score -1448967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1448970.625000 Penalty: 4558.156738
	Iteration 43Q: 3 clusters Score -1448971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1448976.500000 Penalty: 4558.156738
	Iteration 44Q: 3 clusters Score -1448976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1448977.125000 Penalty: 4558.156738
	Iteration 45Q: 3 clusters Score -1448977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1448977.125000 Penalty: 4558.156738
	Iteration 46Q: 3 clusters Score -1448977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1448979.125000 Penalty: 4558.156738
	Iteration 47Q: 3 clusters Score -1448979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1448978.875000 Penalty: 4558.156738
	Iteration 48Q: 3 clusters Score -1448979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1448981.750000 Penalty: 4558.156738
	Iteration 49Q: 3 clusters Score -1448982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1448981.750000 Penalty: 4558.156738
	Iteration 50F: 3 clusters Score -1448982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 6327 members 
Entering Unmasked Estep 
Score: -120397472.000000 Penalty: 148260.671875
Splitting cluster 12 changes total score from -120398072.000000 to -120397472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Entering Unmasked Estep 
Score: -8301061.500000 Penalty: 2699.234619
	Iteration 0F: 2 clusters Score -8301062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8265384.500000 Penalty: 5398.469238
	Iteration 0F: 3 clusters Score -8265384 nChanged 24715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -8279160.500000 Penalty: 5398.469238
	Iteration 1F: 3 clusters Score -8279160 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -8280073.000000 Penalty: 5398.469238
	Iteration 2Q: 3 clusters Score -8280073 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -8281268.000000 Penalty: 5398.469238
	Iteration 3Q: 3 clusters Score -8281268 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -8282821.500000 Penalty: 5398.469238
	Iteration 4F: 3 clusters Score -8282822 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -8284752.000000 Penalty: 5398.469238
	Iteration 5F: 3 clusters Score -8284752 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8286917.000000 Penalty: 5398.469238
	Iteration 6F: 3 clusters Score -8286917 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8288614.000000 Penalty: 5398.469238
	Iteration 7F: 3 clusters Score -8288614 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8289730.500000 Penalty: 5398.469238
	Iteration 8F: 3 clusters Score -8289730 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8290399.000000 Penalty: 5398.469238
	Iteration 9Q: 3 clusters Score -8290399 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8290818.500000 Penalty: 5398.469238
	Iteration 10Q: 3 clusters Score -8290818 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -8291095.500000 Penalty: 5398.469238
	Iteration 11Q: 3 clusters Score -8291096 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8291315.500000 Penalty: 5398.469238
	Iteration 12Q: 3 clusters Score -8291316 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8291482.000000 Penalty: 5398.469238
	Iteration 13Q: 3 clusters Score -8291482 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8291587.500000 Penalty: 5398.469238
	Iteration 14Q: 3 clusters Score -8291588 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -8291722.500000 Penalty: 5398.469238
	Iteration 15Q: 3 clusters Score -8291722 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -8291819.000000 Penalty: 5398.469238
	Iteration 16Q: 3 clusters Score -8291819 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8291970.000000 Penalty: 5398.469238
	Iteration 17Q: 3 clusters Score -8291970 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -8292112.000000 Penalty: 5398.469238
	Iteration 18Q: 3 clusters Score -8292112 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -8292278.000000 Penalty: 5398.469238
	Iteration 19Q: 3 clusters Score -8292278 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -8292513.500000 Penalty: 5398.469238
	Iteration 20F: 3 clusters Score -8292514 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -8292805.500000 Penalty: 5398.469238
	Iteration 21Q: 3 clusters Score -8292806 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -8293109.000000 Penalty: 5398.469238
	Iteration 22Q: 3 clusters Score -8293109 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8293444.500000 Penalty: 5398.469238
	Iteration 23Q: 3 clusters Score -8293444 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8293840.000000 Penalty: 5398.469238
	Iteration 24Q: 3 clusters Score -8293840 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8294261.500000 Penalty: 5398.469238
	Iteration 25Q: 3 clusters Score -8294262 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -8294789.500000 Penalty: 5398.469238
	Iteration 26Q: 3 clusters Score -8294790 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -8295297.000000 Penalty: 5398.469238
	Iteration 27Q: 3 clusters Score -8295297 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -8295891.500000 Penalty: 5398.469238
	Iteration 28Q: 3 clusters Score -8295892 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8296391.500000 Penalty: 5398.469238
	Iteration 29Q: 3 clusters Score -8296392 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8296838.500000 Penalty: 5398.469238
	Iteration 30Q: 3 clusters Score -8296838 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8297232.500000 Penalty: 5398.469238
	Iteration 31Q: 3 clusters Score -8297232 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8297523.500000 Penalty: 5398.469238
	Iteration 32Q: 3 clusters Score -8297524 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8297832.000000 Penalty: 5398.469238
	Iteration 33Q: 3 clusters Score -8297832 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8298089.000000 Penalty: 5398.469238
	Iteration 34Q: 3 clusters Score -8298089 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -8298300.500000 Penalty: 5398.469238
	Iteration 35Q: 3 clusters Score -8298300 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -8298484.000000 Penalty: 5398.469238
	Iteration 36Q: 3 clusters Score -8298484 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -8298647.000000 Penalty: 5398.469238
	Iteration 37Q: 3 clusters Score -8298647 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8298776.000000 Penalty: 5398.469238
	Iteration 38Q: 3 clusters Score -8298776 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -8298848.500000 Penalty: 5398.469238
	Iteration 39Q: 3 clusters Score -8298848 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -8298942.500000 Penalty: 5398.469238
	Iteration 40F: 3 clusters Score -8298942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8299017.000000 Penalty: 5398.469238
	Iteration 41Q: 3 clusters Score -8299017 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -8299090.000000 Penalty: 5398.469238
	Iteration 42Q: 3 clusters Score -8299090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -8299118.500000 Penalty: 5398.469238
	Iteration 43Q: 3 clusters Score -8299118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -8299164.500000 Penalty: 5398.469238
	Iteration 44Q: 3 clusters Score -8299164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -8299195.500000 Penalty: 5398.469238
	Iteration 45Q: 3 clusters Score -8299196 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -8299240.500000 Penalty: 5398.469238
	Iteration 46Q: 3 clusters Score -8299240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -8299274.500000 Penalty: 5398.469238
	Iteration 47Q: 3 clusters Score -8299274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -8299287.000000 Penalty: 5398.469238
	Iteration 48Q: 3 clusters Score -8299287 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -8299302.500000 Penalty: 5398.469238
	Iteration 49Q: 3 clusters Score -8299302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -8299308.000000 Penalty: 5398.469238
	Iteration 50Q: 3 clusters Score -8299308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -8299322.500000 Penalty: 5398.469238
	Iteration 51Q: 3 clusters Score -8299322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -8299332.500000 Penalty: 5398.469238
	Iteration 52Q: 3 clusters Score -8299332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -8299351.500000 Penalty: 5398.469238
	Iteration 53Q: 3 clusters Score -8299352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -8299367.000000 Penalty: 5398.469238
	Iteration 54Q: 3 clusters Score -8299367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -8299385.000000 Penalty: 5398.469238
	Iteration 55Q: 3 clusters Score -8299385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -8299376.500000 Penalty: 5398.469238
	Iteration 56Q: 3 clusters Score -8299376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -8299394.500000 Penalty: 5398.469238
	Iteration 57Q: 3 clusters Score -8299394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -8299388.500000 Penalty: 5398.469238
	Iteration 58Q: 3 clusters Score -8299388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -8299398.500000 Penalty: 5398.469238
	Iteration 59Q: 3 clusters Score -8299398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -8299397.500000 Penalty: 5398.469238
	Iteration 60F: 3 clusters Score -8299398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -8299410.500000 Penalty: 5398.469238
	Iteration 61Q: 3 clusters Score -8299410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -8299416.000000 Penalty: 5398.469238
	Iteration 62Q: 3 clusters Score -8299416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -8299407.000000 Penalty: 5398.469238
	Iteration 63Q: 3 clusters Score -8299407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -8299404.000000 Penalty: 5398.469238
	Iteration 64Q: 3 clusters Score -8299404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -8299413.000000 Penalty: 5398.469238
	Iteration 65Q: 3 clusters Score -8299413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -8299420.500000 Penalty: 5398.469238
	Iteration 66Q: 3 clusters Score -8299420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -8299419.000000 Penalty: 5398.469238
	Iteration 67Q: 3 clusters Score -8299419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -8299417.000000 Penalty: 5398.469238
	Iteration 68Q: 3 clusters Score -8299417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -8299415.500000 Penalty: 5398.469238
	Iteration 69Q: 3 clusters Score -8299416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -8299420.500000 Penalty: 5398.469238
	Iteration 70Q: 3 clusters Score -8299420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -8299424.000000 Penalty: 5398.469238
	Iteration 71Q: 3 clusters Score -8299424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -8299421.000000 Penalty: 5398.469238
	Iteration 72Q: 3 clusters Score -8299421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -8299422.000000 Penalty: 5398.469238
	Iteration 73Q: 3 clusters Score -8299422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -8299421.500000 Penalty: 5398.469238
	Iteration 74Q: 3 clusters Score -8299422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -8299424.500000 Penalty: 5398.469238
	Iteration 75Q: 3 clusters Score -8299424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -8299419.000000 Penalty: 5398.469238
	Iteration 76Q: 3 clusters Score -8299419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -8299427.000000 Penalty: 5398.469238
	Iteration 77Q: 3 clusters Score -8299427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -8299422.000000 Penalty: 5398.469238
	Iteration 78Q: 3 clusters Score -8299422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -8299418.500000 Penalty: 5398.469238
	Iteration 79Q: 3 clusters Score -8299418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -8299419.000000 Penalty: 5398.469238
	Iteration 80F: 3 clusters Score -8299419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -8299416.500000 Penalty: 5398.469238
	Iteration 81Q: 3 clusters Score -8299416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -8299414.500000 Penalty: 5398.469238
	Iteration 82Q: 3 clusters Score -8299414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -8299407.000000 Penalty: 5398.469238
	Iteration 83Q: 3 clusters Score -8299407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -8299414.000000 Penalty: 5398.469238
	Iteration 84Q: 3 clusters Score -8299414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -8299414.500000 Penalty: 5398.469238
	Iteration 85Q: 3 clusters Score -8299414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -8299412.500000 Penalty: 5398.469238
	Iteration 86Q: 3 clusters Score -8299412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -8299415.000000 Penalty: 5398.469238
	Iteration 87Q: 3 clusters Score -8299415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -8299412.000000 Penalty: 5398.469238
	Iteration 88Q: 3 clusters Score -8299412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -8299409.500000 Penalty: 5398.469238
	Iteration 89Q: 3 clusters Score -8299410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -8299411.500000 Penalty: 5398.469238
	Iteration 90Q: 3 clusters Score -8299412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -8299409.500000 Penalty: 5398.469238
	Iteration 91Q: 3 clusters Score -8299410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -8299409.500000 Penalty: 5398.469238
	Iteration 92F: 3 clusters Score -8299410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Entering Unmasked Estep 
Score: -1643834.625000 Penalty: 2297.583496
	Iteration 0F: 2 clusters Score -1643835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1635813.375000 Penalty: 4595.166992
	Iteration 0F: 3 clusters Score -1635813 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1638135.500000 Penalty: 4595.166992
	Iteration 1F: 3 clusters Score -1638136 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1638460.375000 Penalty: 4595.166992
	Iteration 2F: 3 clusters Score -1638460 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1638670.000000 Penalty: 4595.166992
	Iteration 3F: 3 clusters Score -1638670 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1638864.750000 Penalty: 4595.166992
	Iteration 4Q: 3 clusters Score -1638865 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1639070.875000 Penalty: 4595.166992
	Iteration 5Q: 3 clusters Score -1639071 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1639333.250000 Penalty: 4595.166992
	Iteration 6Q: 3 clusters Score -1639333 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1639589.375000 Penalty: 4595.166992
	Iteration 7Q: 3 clusters Score -1639589 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1639802.125000 Penalty: 4595.166992
	Iteration 8Q: 3 clusters Score -1639802 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1640029.500000 Penalty: 4595.166992
	Iteration 9Q: 3 clusters Score -1640030 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1640256.375000 Penalty: 4595.166992
	Iteration 10Q: 3 clusters Score -1640256 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1640474.500000 Penalty: 4595.166992
	Iteration 11Q: 3 clusters Score -1640474 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1640671.250000 Penalty: 4595.166992
	Iteration 12Q: 3 clusters Score -1640671 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1640876.125000 Penalty: 4595.166992
	Iteration 13Q: 3 clusters Score -1640876 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1641059.625000 Penalty: 4595.166992
	Iteration 14Q: 3 clusters Score -1641060 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1641234.250000 Penalty: 4595.166992
	Iteration 15Q: 3 clusters Score -1641234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1641370.000000 Penalty: 4595.166992
	Iteration 16Q: 3 clusters Score -1641370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1641478.375000 Penalty: 4595.166992
	Iteration 17Q: 3 clusters Score -1641478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1641572.875000 Penalty: 4595.166992
	Iteration 18Q: 3 clusters Score -1641573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1641653.000000 Penalty: 4595.166992
	Iteration 19Q: 3 clusters Score -1641653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1641721.125000 Penalty: 4595.166992
	Iteration 20F: 3 clusters Score -1641721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1641759.875000 Penalty: 4595.166992
	Iteration 21Q: 3 clusters Score -1641760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1641790.000000 Penalty: 4595.166992
	Iteration 22Q: 3 clusters Score -1641790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1641819.000000 Penalty: 4595.166992
	Iteration 23Q: 3 clusters Score -1641819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1641846.750000 Penalty: 4595.166992
	Iteration 24Q: 3 clusters Score -1641847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1641865.375000 Penalty: 4595.166992
	Iteration 25Q: 3 clusters Score -1641865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1641876.625000 Penalty: 4595.166992
	Iteration 26Q: 3 clusters Score -1641877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1641886.500000 Penalty: 4595.166992
	Iteration 27Q: 3 clusters Score -1641886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1641899.125000 Penalty: 4595.166992
	Iteration 28Q: 3 clusters Score -1641899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1641908.500000 Penalty: 4595.166992
	Iteration 29Q: 3 clusters Score -1641908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1641916.125000 Penalty: 4595.166992
	Iteration 30Q: 3 clusters Score -1641916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1641919.250000 Penalty: 4595.166992
	Iteration 31Q: 3 clusters Score -1641919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1641924.875000 Penalty: 4595.166992
	Iteration 32Q: 3 clusters Score -1641925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1641931.500000 Penalty: 4595.166992
	Iteration 33Q: 3 clusters Score -1641932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1641932.875000 Penalty: 4595.166992
	Iteration 34Q: 3 clusters Score -1641933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1641932.875000 Penalty: 4595.166992
	Iteration 35Q: 3 clusters Score -1641933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1641935.625000 Penalty: 4595.166992
	Iteration 36Q: 3 clusters Score -1641936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1641938.375000 Penalty: 4595.166992
	Iteration 37Q: 3 clusters Score -1641938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1641941.000000 Penalty: 4595.166992
	Iteration 38Q: 3 clusters Score -1641941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1641941.375000 Penalty: 4595.166992
	Iteration 39Q: 3 clusters Score -1641941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1641939.500000 Penalty: 4595.166992
	Iteration 40F: 3 clusters Score -1641940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1641939.875000 Penalty: 4595.166992
	Iteration 41Q: 3 clusters Score -1641940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1641940.875000 Penalty: 4595.166992
	Iteration 42Q: 3 clusters Score -1641941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1641945.000000 Penalty: 4595.166992
	Iteration 43Q: 3 clusters Score -1641945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1641945.625000 Penalty: 4595.166992
	Iteration 44Q: 3 clusters Score -1641946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1641945.625000 Penalty: 4595.166992
	Iteration 45F: 3 clusters Score -1641946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Entering Unmasked Estep 
Score: -1099056.750000 Penalty: 2193.574219
	Iteration 0F: 2 clusters Score -1099057 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 3458 members 
Entering Unmasked Estep 
Score: -1093296.500000 Penalty: 4387.148438
	Iteration 0F: 3 clusters Score -1093296 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1094804.250000 Penalty: 4387.148438
	Iteration 1F: 3 clusters Score -1094804 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1095081.250000 Penalty: 4387.148438
	Iteration 2F: 3 clusters Score -1095081 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1095252.250000 Penalty: 4387.148438
	Iteration 3F: 3 clusters Score -1095252 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1095367.125000 Penalty: 4387.148438
	Iteration 4Q: 3 clusters Score -1095367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1095450.500000 Penalty: 4387.148438
	Iteration 5Q: 3 clusters Score -1095450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1095525.625000 Penalty: 4387.148438
	Iteration 6Q: 3 clusters Score -1095526 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1095601.500000 Penalty: 4387.148438
	Iteration 7Q: 3 clusters Score -1095602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1095667.500000 Penalty: 4387.148438
	Iteration 8Q: 3 clusters Score -1095668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1095732.125000 Penalty: 4387.148438
	Iteration 9Q: 3 clusters Score -1095732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1095788.375000 Penalty: 4387.148438
	Iteration 10Q: 3 clusters Score -1095788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1095845.625000 Penalty: 4387.148438
	Iteration 11Q: 3 clusters Score -1095846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1095903.375000 Penalty: 4387.148438
	Iteration 12Q: 3 clusters Score -1095903 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1095967.625000 Penalty: 4387.148438
	Iteration 13Q: 3 clusters Score -1095968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1096037.750000 Penalty: 4387.148438
	Iteration 14Q: 3 clusters Score -1096038 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1096109.750000 Penalty: 4387.148438
	Iteration 15Q: 3 clusters Score -1096110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1096183.125000 Penalty: 4387.148438
	Iteration 16Q: 3 clusters Score -1096183 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1096258.375000 Penalty: 4387.148438
	Iteration 17Q: 3 clusters Score -1096258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1096336.250000 Penalty: 4387.148438
	Iteration 18Q: 3 clusters Score -1096336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1096412.000000 Penalty: 4387.148438
	Iteration 19Q: 3 clusters Score -1096412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1096485.625000 Penalty: 4387.148438
	Iteration 20F: 3 clusters Score -1096486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1096562.375000 Penalty: 4387.148438
	Iteration 21Q: 3 clusters Score -1096562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1096628.500000 Penalty: 4387.148438
	Iteration 22Q: 3 clusters Score -1096628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1096681.750000 Penalty: 4387.148438
	Iteration 23Q: 3 clusters Score -1096682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1096735.250000 Penalty: 4387.148438
	Iteration 24Q: 3 clusters Score -1096735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1096797.875000 Penalty: 4387.148438
	Iteration 25Q: 3 clusters Score -1096798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1096857.125000 Penalty: 4387.148438
	Iteration 26Q: 3 clusters Score -1096857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1096905.375000 Penalty: 4387.148438
	Iteration 27Q: 3 clusters Score -1096905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1096945.625000 Penalty: 4387.148438
	Iteration 28Q: 3 clusters Score -1096946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1096974.500000 Penalty: 4387.148438
	Iteration 29Q: 3 clusters Score -1096974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1096999.000000 Penalty: 4387.148438
	Iteration 30Q: 3 clusters Score -1096999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1097011.750000 Penalty: 4387.148438
	Iteration 31Q: 3 clusters Score -1097012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1097021.750000 Penalty: 4387.148438
	Iteration 32Q: 3 clusters Score -1097022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1097029.500000 Penalty: 4387.148438
	Iteration 33Q: 3 clusters Score -1097030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1097033.625000 Penalty: 4387.148438
	Iteration 34Q: 3 clusters Score -1097034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1097037.750000 Penalty: 4387.148438
	Iteration 35Q: 3 clusters Score -1097038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1097039.750000 Penalty: 4387.148438
	Iteration 36Q: 3 clusters Score -1097040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1097045.000000 Penalty: 4387.148438
	Iteration 37Q: 3 clusters Score -1097045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1097048.250000 Penalty: 4387.148438
	Iteration 38Q: 3 clusters Score -1097048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1097054.125000 Penalty: 4387.148438
	Iteration 39Q: 3 clusters Score -1097054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1097062.125000 Penalty: 4387.148438
	Iteration 40F: 3 clusters Score -1097062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1097067.000000 Penalty: 4387.148438
	Iteration 41Q: 3 clusters Score -1097067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1097072.375000 Penalty: 4387.148438
	Iteration 42Q: 3 clusters Score -1097072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1097077.250000 Penalty: 4387.148438
	Iteration 43Q: 3 clusters Score -1097077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1097080.000000 Penalty: 4387.148438
	Iteration 44Q: 3 clusters Score -1097080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1097080.875000 Penalty: 4387.148438
	Iteration 45Q: 3 clusters Score -1097081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1097086.125000 Penalty: 4387.148438
	Iteration 46Q: 3 clusters Score -1097086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1097087.125000 Penalty: 4387.148438
	Iteration 47Q: 3 clusters Score -1097087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1097091.625000 Penalty: 4387.148438
	Iteration 48Q: 3 clusters Score -1097092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1097094.875000 Penalty: 4387.148438
	Iteration 49Q: 3 clusters Score -1097095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1097097.125000 Penalty: 4387.148438
	Iteration 50Q: 3 clusters Score -1097097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1097104.125000 Penalty: 4387.148438
	Iteration 51Q: 3 clusters Score -1097104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1097108.875000 Penalty: 4387.148438
	Iteration 52Q: 3 clusters Score -1097109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1097115.500000 Penalty: 4387.148438
	Iteration 53Q: 3 clusters Score -1097116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1097123.000000 Penalty: 4387.148438
	Iteration 54Q: 3 clusters Score -1097123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1097132.375000 Penalty: 4387.148438
	Iteration 55Q: 3 clusters Score -1097132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1097138.125000 Penalty: 4387.148438
	Iteration 56Q: 3 clusters Score -1097138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1097139.875000 Penalty: 4387.148438
	Iteration 57Q: 3 clusters Score -1097140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1097144.500000 Penalty: 4387.148438
	Iteration 58Q: 3 clusters Score -1097144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1097148.375000 Penalty: 4387.148438
	Iteration 59Q: 3 clusters Score -1097148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1097155.500000 Penalty: 4387.148438
	Iteration 60F: 3 clusters Score -1097156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1097161.750000 Penalty: 4387.148438
	Iteration 61Q: 3 clusters Score -1097162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1097162.250000 Penalty: 4387.148438
	Iteration 62Q: 3 clusters Score -1097162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1097167.875000 Penalty: 4387.148438
	Iteration 63Q: 3 clusters Score -1097168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1097169.250000 Penalty: 4387.148438
	Iteration 64Q: 3 clusters Score -1097169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1097170.000000 Penalty: 4387.148438
	Iteration 65Q: 3 clusters Score -1097170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1097169.625000 Penalty: 4387.148438
	Iteration 66Q: 3 clusters Score -1097170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1097169.625000 Penalty: 4387.148438
	Iteration 67F: 3 clusters Score -1097170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -192385.046875 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -192385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190250.000000 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -190250 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -190690.671875 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -190690.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -190887.609375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -190887.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191028.796875 Penalty: 3589.937988
	Iteration 3F: 3 clusters Score -191028.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -191149.000000 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -191149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -191241.765625 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -191241.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -191312.390625 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -191312.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -191358.828125 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -191358.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191378.984375 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -191379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -191401.484375 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -191401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -191416.375000 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -191416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -191431.625000 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -191431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -191441.593750 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -191441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -191449.546875 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -191449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -191452.171875 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -191452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -191454.484375 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -191454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -191458.781250 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -191458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -191464.078125 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -191464.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191468.156250 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -191468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -191472.484375 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -191472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -191479.000000 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -191479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -191481.859375 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -191481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -191488.046875 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -191488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -191490.531250 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -191490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -191491.375000 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -191491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -191491.375000 Penalty: 3589.937988
	Iteration 25F: 3 clusters Score -191491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -1003662.125000 Penalty: 2183.993164
	Iteration 0F: 2 clusters Score -1003662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -998069.625000 Penalty: 4367.986328
	Iteration 0F: 3 clusters Score -998069.6 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -999566.937500 Penalty: 4367.986328
	Iteration 1F: 3 clusters Score -999566.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -999847.750000 Penalty: 4367.986328
	Iteration 2F: 3 clusters Score -999847.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1000075.187500 Penalty: 4367.986328
	Iteration 3F: 3 clusters Score -1000075 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1000273.687500 Penalty: 4367.986328
	Iteration 4Q: 3 clusters Score -1000274 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1000466.125000 Penalty: 4367.986328
	Iteration 5Q: 3 clusters Score -1000466 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1000661.125000 Penalty: 4367.986328
	Iteration 6Q: 3 clusters Score -1000661 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1000868.687500 Penalty: 4367.986328
	Iteration 7Q: 3 clusters Score -1000869 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1001089.000000 Penalty: 4367.986328
	Iteration 8Q: 3 clusters Score -1001089 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1001280.562500 Penalty: 4367.986328
	Iteration 9Q: 3 clusters Score -1001281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1001446.562500 Penalty: 4367.986328
	Iteration 10Q: 3 clusters Score -1001447 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1001576.312500 Penalty: 4367.986328
	Iteration 11Q: 3 clusters Score -1001576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1001688.687500 Penalty: 4367.986328
	Iteration 12Q: 3 clusters Score -1001689 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1001777.812500 Penalty: 4367.986328
	Iteration 13Q: 3 clusters Score -1001778 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1001852.500000 Penalty: 4367.986328
	Iteration 14Q: 3 clusters Score -1001852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1001908.062500 Penalty: 4367.986328
	Iteration 15Q: 3 clusters Score -1001908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1001950.250000 Penalty: 4367.986328
	Iteration 16Q: 3 clusters Score -1001950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1001983.500000 Penalty: 4367.986328
	Iteration 17Q: 3 clusters Score -1001984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1002019.062500 Penalty: 4367.986328
	Iteration 18Q: 3 clusters Score -1002019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1002064.437500 Penalty: 4367.986328
	Iteration 19Q: 3 clusters Score -1002064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1002110.500000 Penalty: 4367.986328
	Iteration 20F: 3 clusters Score -1002110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1002171.000000 Penalty: 4367.986328
	Iteration 21Q: 3 clusters Score -1002171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1002258.000000 Penalty: 4367.986328
	Iteration 22Q: 3 clusters Score -1002258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1002381.687500 Penalty: 4367.986328
	Iteration 23Q: 3 clusters Score -1002382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1002530.625000 Penalty: 4367.986328
	Iteration 24Q: 3 clusters Score -1002531 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1002663.250000 Penalty: 4367.986328
	Iteration 25Q: 3 clusters Score -1002663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1002766.125000 Penalty: 4367.986328
	Iteration 26Q: 3 clusters Score -1002766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1002874.125000 Penalty: 4367.986328
	Iteration 27Q: 3 clusters Score -1002874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1002974.437500 Penalty: 4367.986328
	Iteration 28Q: 3 clusters Score -1002974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1003025.562500 Penalty: 4367.986328
	Iteration 29Q: 3 clusters Score -1003026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1003046.000000 Penalty: 4367.986328
	Iteration 30Q: 3 clusters Score -1003046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1003059.375000 Penalty: 4367.986328
	Iteration 31Q: 3 clusters Score -1003059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1003063.250000 Penalty: 4367.986328
	Iteration 32Q: 3 clusters Score -1003063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1003064.562500 Penalty: 4367.986328
	Iteration 33Q: 3 clusters Score -1003065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1003063.000000 Penalty: 4367.986328
	Iteration 34Q: 3 clusters Score -1003063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1003068.000000 Penalty: 4367.986328
	Iteration 35F: 3 clusters Score -1003068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1003072.125000 Penalty: 4367.986328
	Iteration 36Q: 3 clusters Score -1003072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1003075.000000 Penalty: 4367.986328
	Iteration 37Q: 3 clusters Score -1003075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1003074.687500 Penalty: 4367.986328
	Iteration 38Q: 3 clusters Score -1003075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1003078.500000 Penalty: 4367.986328
	Iteration 39Q: 3 clusters Score -1003078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1003081.437500 Penalty: 4367.986328
	Iteration 40F: 3 clusters Score -1003081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1003086.687500 Penalty: 4367.986328
	Iteration 41Q: 3 clusters Score -1003087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1003088.750000 Penalty: 4367.986328
	Iteration 42Q: 3 clusters Score -1003089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1003091.625000 Penalty: 4367.986328
	Iteration 43Q: 3 clusters Score -1003092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1003095.500000 Penalty: 4367.986328
	Iteration 44Q: 3 clusters Score -1003096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1003098.562500 Penalty: 4367.986328
	Iteration 45Q: 3 clusters Score -1003099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1003101.750000 Penalty: 4367.986328
	Iteration 46Q: 3 clusters Score -1003102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1003102.750000 Penalty: 4367.986328
	Iteration 47Q: 3 clusters Score -1003103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1003104.125000 Penalty: 4367.986328
	Iteration 48Q: 3 clusters Score -1003104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1003102.000000 Penalty: 4367.986328
	Iteration 49Q: 3 clusters Score -1003102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1003104.375000 Penalty: 4367.986328
	Iteration 50Q: 3 clusters Score -1003104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1003105.187500 Penalty: 4367.986328
	Iteration 51Q: 3 clusters Score -1003105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1003105.187500 Penalty: 4367.986328
	Iteration 52F: 3 clusters Score -1003105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -163739.593750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -163739.6 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 534 members 
Entering Unmasked Estep 
Score: -161752.421875 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -161752.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162031.343750 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -162031.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -162119.468750 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -162119.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -162151.750000 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -162151.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162178.625000 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -162178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162203.515625 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -162203.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162215.500000 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -162215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162216.765625 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -162216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162218.953125 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -162219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162223.578125 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -162223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -162231.531250 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -162231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162234.781250 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -162234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162240.171875 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -162240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162243.078125 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -162243.1 nChanged 3
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: -162246.515625 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -162246.5 nChanged 1
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: -162247.953125 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -162248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162249.140625 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -162249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162251.359375 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -162251.4 nChanged 1
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: -162251.968750 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -162252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162252.781250 Penalty: 3473.971191
	Iteration 19Q: 3 clusters Score -162252.8 nChanged 1
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: -162256.250000 Penalty: 3473.971191
	Iteration 20F: 3 clusters Score -162256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162259.406250 Penalty: 3473.971191
	Iteration 21Q: 3 clusters Score -162259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162259.781250 Penalty: 3473.971191
	Iteration 22Q: 3 clusters Score -162259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162259.781250 Penalty: 3473.971191
	Iteration 23F: 3 clusters Score -162259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Entering Unmasked Estep 
Score: -1509935.875000 Penalty: 2291.157715
	Iteration 0F: 2 clusters Score -1509936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1502097.625000 Penalty: 4582.315430
	Iteration 0F: 3 clusters Score -1502098 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1504483.750000 Penalty: 4582.315430
	Iteration 1F: 3 clusters Score -1504484 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1504973.125000 Penalty: 4582.315430
	Iteration 2F: 3 clusters Score -1504973 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1505376.750000 Penalty: 4582.315430
	Iteration 3F: 3 clusters Score -1505377 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1505809.875000 Penalty: 4582.315430
	Iteration 4F: 3 clusters Score -1505810 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1506260.625000 Penalty: 4582.315430
	Iteration 5F: 3 clusters Score -1506261 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1506733.250000 Penalty: 4582.315430
	Iteration 6F: 3 clusters Score -1506733 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1507221.625000 Penalty: 4582.315430
	Iteration 7F: 3 clusters Score -1507222 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1507702.250000 Penalty: 4582.315430
	Iteration 8F: 3 clusters Score -1507702 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1508123.375000 Penalty: 4582.315430
	Iteration 9Q: 3 clusters Score -1508123 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1508403.125000 Penalty: 4582.315430
	Iteration 10Q: 3 clusters Score -1508403 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1508602.125000 Penalty: 4582.315430
	Iteration 11Q: 3 clusters Score -1508602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1508736.375000 Penalty: 4582.315430
	Iteration 12Q: 3 clusters Score -1508736 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1508839.500000 Penalty: 4582.315430
	Iteration 13Q: 3 clusters Score -1508840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1508916.875000 Penalty: 4582.315430
	Iteration 14Q: 3 clusters Score -1508917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1508994.625000 Penalty: 4582.315430
	Iteration 15Q: 3 clusters Score -1508995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1509059.500000 Penalty: 4582.315430
	Iteration 16Q: 3 clusters Score -1509060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1509097.625000 Penalty: 4582.315430
	Iteration 17Q: 3 clusters Score -1509098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1509130.750000 Penalty: 4582.315430
	Iteration 18Q: 3 clusters Score -1509131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1509158.750000 Penalty: 4582.315430
	Iteration 19Q: 3 clusters Score -1509159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1509181.375000 Penalty: 4582.315430
	Iteration 20F: 3 clusters Score -1509181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1509187.500000 Penalty: 4582.315430
	Iteration 21Q: 3 clusters Score -1509188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1509199.000000 Penalty: 4582.315430
	Iteration 22Q: 3 clusters Score -1509199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1509201.875000 Penalty: 4582.315430
	Iteration 23Q: 3 clusters Score -1509202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1509207.500000 Penalty: 4582.315430
	Iteration 24Q: 3 clusters Score -1509208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1509209.375000 Penalty: 4582.315430
	Iteration 25Q: 3 clusters Score -1509209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1509212.250000 Penalty: 4582.315430
	Iteration 26Q: 3 clusters Score -1509212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1509215.250000 Penalty: 4582.315430
	Iteration 27Q: 3 clusters Score -1509215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1509214.250000 Penalty: 4582.315430
	Iteration 28Q: 3 clusters Score -1509214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1509213.500000 Penalty: 4582.315430
	Iteration 29Q: 3 clusters Score -1509214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1509213.500000 Penalty: 4582.315430
	Iteration 30F: 3 clusters Score -1509214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Entering Unmasked Estep 
Score: -8021325.000000 Penalty: 2691.668701
	Iteration 0F: 2 clusters Score -8021325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -7986608.500000 Penalty: 5383.337402
	Iteration 0F: 3 clusters Score -7986608 nChanged 23884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8000879.000000 Penalty: 5383.337402
	Iteration 1F: 3 clusters Score -8000879 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8002845.500000 Penalty: 5383.337402
	Iteration 2F: 3 clusters Score -8002846 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8005504.500000 Penalty: 5383.337402
	Iteration 3F: 3 clusters Score -8005504 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -8008220.000000 Penalty: 5383.337402
	Iteration 4F: 3 clusters Score -8008220 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -8010503.000000 Penalty: 5383.337402
	Iteration 5F: 3 clusters Score -8010503 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8012029.000000 Penalty: 5383.337402
	Iteration 6F: 3 clusters Score -8012029 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8013169.500000 Penalty: 5383.337402
	Iteration 7Q: 3 clusters Score -8013170 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -8014074.500000 Penalty: 5383.337402
	Iteration 8Q: 3 clusters Score -8014074 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8014899.000000 Penalty: 5383.337402
	Iteration 9Q: 3 clusters Score -8014899 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -8015742.500000 Penalty: 5383.337402
	Iteration 10Q: 3 clusters Score -8015742 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -8016492.500000 Penalty: 5383.337402
	Iteration 11Q: 3 clusters Score -8016492 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8017123.500000 Penalty: 5383.337402
	Iteration 12Q: 3 clusters Score -8017124 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -8017748.000000 Penalty: 5383.337402
	Iteration 13Q: 3 clusters Score -8017748 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -8018306.500000 Penalty: 5383.337402
	Iteration 14Q: 3 clusters Score -8018306 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -8018788.000000 Penalty: 5383.337402
	Iteration 15Q: 3 clusters Score -8018788 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -8019171.500000 Penalty: 5383.337402
	Iteration 16Q: 3 clusters Score -8019172 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8019513.000000 Penalty: 5383.337402
	Iteration 17Q: 3 clusters Score -8019513 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -8019735.000000 Penalty: 5383.337402
	Iteration 18Q: 3 clusters Score -8019735 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -8019906.500000 Penalty: 5383.337402
	Iteration 19Q: 3 clusters Score -8019906 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8020083.000000 Penalty: 5383.337402
	Iteration 20F: 3 clusters Score -8020083 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8020242.000000 Penalty: 5383.337402
	Iteration 21Q: 3 clusters Score -8020242 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -8020311.500000 Penalty: 5383.337402
	Iteration 22Q: 3 clusters Score -8020312 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8020368.500000 Penalty: 5383.337402
	Iteration 23Q: 3 clusters Score -8020368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8020417.500000 Penalty: 5383.337402
	Iteration 24Q: 3 clusters Score -8020418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -8020511.500000 Penalty: 5383.337402
	Iteration 25Q: 3 clusters Score -8020512 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8020546.000000 Penalty: 5383.337402
	Iteration 26Q: 3 clusters Score -8020546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8020544.500000 Penalty: 5383.337402
	Iteration 27Q: 3 clusters Score -8020544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8020562.000000 Penalty: 5383.337402
	Iteration 28Q: 3 clusters Score -8020562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8020573.500000 Penalty: 5383.337402
	Iteration 29Q: 3 clusters Score -8020574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8020585.500000 Penalty: 5383.337402
	Iteration 30Q: 3 clusters Score -8020586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8020596.500000 Penalty: 5383.337402
	Iteration 31Q: 3 clusters Score -8020596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8020595.000000 Penalty: 5383.337402
	Iteration 32Q: 3 clusters Score -8020595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8020616.000000 Penalty: 5383.337402
	Iteration 33Q: 3 clusters Score -8020616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8020621.000000 Penalty: 5383.337402
	Iteration 34Q: 3 clusters Score -8020621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8020628.000000 Penalty: 5383.337402
	Iteration 35Q: 3 clusters Score -8020628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8020629.500000 Penalty: 5383.337402
	Iteration 36Q: 3 clusters Score -8020630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8020641.500000 Penalty: 5383.337402
	Iteration 37Q: 3 clusters Score -8020642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8020651.000000 Penalty: 5383.337402
	Iteration 38Q: 3 clusters Score -8020651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8020654.000000 Penalty: 5383.337402
	Iteration 39Q: 3 clusters Score -8020654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -8020649.500000 Penalty: 5383.337402
	Iteration 40F: 3 clusters Score -8020650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8020631.500000 Penalty: 5383.337402
	Iteration 41Q: 3 clusters Score -8020632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -8020646.000000 Penalty: 5383.337402
	Iteration 42Q: 3 clusters Score -8020646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8020646.500000 Penalty: 5383.337402
	Iteration 43Q: 3 clusters Score -8020646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8020650.000000 Penalty: 5383.337402
	Iteration 44Q: 3 clusters Score -8020650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8020644.500000 Penalty: 5383.337402
	Iteration 45Q: 3 clusters Score -8020644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8020646.500000 Penalty: 5383.337402
	Iteration 46Q: 3 clusters Score -8020646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8020645.000000 Penalty: 5383.337402
	Iteration 47Q: 3 clusters Score -8020645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8020641.500000 Penalty: 5383.337402
	Iteration 48Q: 3 clusters Score -8020642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8020641.500000 Penalty: 5383.337402
	Iteration 49Q: 3 clusters Score -8020642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8020651.500000 Penalty: 5383.337402
	Iteration 50Q: 3 clusters Score -8020652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8020638.000000 Penalty: 5383.337402
	Iteration 51Q: 3 clusters Score -8020638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8020643.500000 Penalty: 5383.337402
	Iteration 52Q: 3 clusters Score -8020644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8020642.500000 Penalty: 5383.337402
	Iteration 53Q: 3 clusters Score -8020642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8020640.500000 Penalty: 5383.337402
	Iteration 54Q: 3 clusters Score -8020640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8020643.500000 Penalty: 5383.337402
	Iteration 55Q: 3 clusters Score -8020644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8020643.500000 Penalty: 5383.337402
	Iteration 56Q: 3 clusters Score -8020644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8020662.000000 Penalty: 5383.337402
	Iteration 57Q: 3 clusters Score -8020662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8020664.000000 Penalty: 5383.337402
	Iteration 58Q: 3 clusters Score -8020664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8020665.500000 Penalty: 5383.337402
	Iteration 59Q: 3 clusters Score -8020666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -8020671.000000 Penalty: 5383.337402
	Iteration 60F: 3 clusters Score -8020671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8020667.500000 Penalty: 5383.337402
	Iteration 61Q: 3 clusters Score -8020668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8020658.000000 Penalty: 5383.337402
	Iteration 62Q: 3 clusters Score -8020658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8020657.000000 Penalty: 5383.337402
	Iteration 63Q: 3 clusters Score -8020657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8020661.000000 Penalty: 5383.337402
	Iteration 64Q: 3 clusters Score -8020661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8020665.500000 Penalty: 5383.337402
	Iteration 65Q: 3 clusters Score -8020666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8020667.500000 Penalty: 5383.337402
	Iteration 66Q: 3 clusters Score -8020668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8020665.500000 Penalty: 5383.337402
	Iteration 67Q: 3 clusters Score -8020666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8020666.000000 Penalty: 5383.337402
	Iteration 68Q: 3 clusters Score -8020666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8020663.500000 Penalty: 5383.337402
	Iteration 69Q: 3 clusters Score -8020664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8020660.500000 Penalty: 5383.337402
	Iteration 70Q: 3 clusters Score -8020660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8020662.500000 Penalty: 5383.337402
	Iteration 71Q: 3 clusters Score -8020662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8020652.000000 Penalty: 5383.337402
	Iteration 72Q: 3 clusters Score -8020652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8020658.000000 Penalty: 5383.337402
	Iteration 73Q: 3 clusters Score -8020658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8020655.000000 Penalty: 5383.337402
	Iteration 74Q: 3 clusters Score -8020655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8020656.000000 Penalty: 5383.337402
	Iteration 75Q: 3 clusters Score -8020656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8020656.500000 Penalty: 5383.337402
	Iteration 76Q: 3 clusters Score -8020656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -8020658.000000 Penalty: 5383.337402
	Iteration 77Q: 3 clusters Score -8020658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8020662.500000 Penalty: 5383.337402
	Iteration 78Q: 3 clusters Score -8020662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8020662.500000 Penalty: 5383.337402
	Iteration 79Q: 3 clusters Score -8020662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8020663.000000 Penalty: 5383.337402
	Iteration 80F: 3 clusters Score -8020663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8020659.500000 Penalty: 5383.337402
	Iteration 81Q: 3 clusters Score -8020660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8020664.000000 Penalty: 5383.337402
	Iteration 82Q: 3 clusters Score -8020664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8020663.000000 Penalty: 5383.337402
	Iteration 83Q: 3 clusters Score -8020663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8020655.500000 Penalty: 5383.337402
	Iteration 84Q: 3 clusters Score -8020656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8020659.500000 Penalty: 5383.337402
	Iteration 85Q: 3 clusters Score -8020660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8020659.500000 Penalty: 5383.337402
	Iteration 86Q: 3 clusters Score -8020660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8020665.500000 Penalty: 5383.337402
	Iteration 87Q: 3 clusters Score -8020666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8020659.000000 Penalty: 5383.337402
	Iteration 88Q: 3 clusters Score -8020659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -8020666.000000 Penalty: 5383.337402
	Iteration 89Q: 3 clusters Score -8020666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8020662.000000 Penalty: 5383.337402
	Iteration 90Q: 3 clusters Score -8020662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8020671.500000 Penalty: 5383.337402
	Iteration 91Q: 3 clusters Score -8020672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8020667.500000 Penalty: 5383.337402
	Iteration 92Q: 3 clusters Score -8020668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8020664.500000 Penalty: 5383.337402
	Iteration 93Q: 3 clusters Score -8020664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8020667.000000 Penalty: 5383.337402
	Iteration 94Q: 3 clusters Score -8020667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8020675.000000 Penalty: 5383.337402
	Iteration 95Q: 3 clusters Score -8020675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8020665.000000 Penalty: 5383.337402
	Iteration 96Q: 3 clusters Score -8020665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -8020673.500000 Penalty: 5383.337402
	Iteration 97Q: 3 clusters Score -8020674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8020674.000000 Penalty: 5383.337402
	Iteration 98Q: 3 clusters Score -8020674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8020680.500000 Penalty: 5383.337402
	Iteration 99Q: 3 clusters Score -8020680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8020682.000000 Penalty: 5383.337402
	Iteration 100F: 3 clusters Score -8020682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8020685.500000 Penalty: 5383.337402
	Iteration 101Q: 3 clusters Score -8020686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8020688.500000 Penalty: 5383.337402
	Iteration 102Q: 3 clusters Score -8020688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8020684.500000 Penalty: 5383.337402
	Iteration 103Q: 3 clusters Score -8020684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8020688.500000 Penalty: 5383.337402
	Iteration 104Q: 3 clusters Score -8020688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8020684.000000 Penalty: 5383.337402
	Iteration 105Q: 3 clusters Score -8020684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8020687.500000 Penalty: 5383.337402
	Iteration 106Q: 3 clusters Score -8020688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8020674.000000 Penalty: 5383.337402
	Iteration 107Q: 3 clusters Score -8020674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8020673.500000 Penalty: 5383.337402
	Iteration 108Q: 3 clusters Score -8020674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8020668.500000 Penalty: 5383.337402
	Iteration 109Q: 3 clusters Score -8020668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8020668.500000 Penalty: 5383.337402
	Iteration 110Q: 3 clusters Score -8020668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8020668.500000 Penalty: 5383.337402
	Iteration 111F: 3 clusters Score -8020668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Entering Unmasked Estep 
Score: -2996245.500000 Penalty: 2447.319336
	Iteration 0F: 2 clusters Score -2996246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2982398.000000 Penalty: 4894.638672
	Iteration 0F: 3 clusters Score -2982398 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2987086.500000 Penalty: 4894.638672
	Iteration 1F: 3 clusters Score -2987086 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2987670.000000 Penalty: 4894.638672
	Iteration 2F: 3 clusters Score -2987670 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2988291.750000 Penalty: 4894.638672
	Iteration 3F: 3 clusters Score -2988292 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2989016.750000 Penalty: 4894.638672
	Iteration 4F: 3 clusters Score -2989017 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2989749.250000 Penalty: 4894.638672
	Iteration 5F: 3 clusters Score -2989749 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2990428.500000 Penalty: 4894.638672
	Iteration 6F: 3 clusters Score -2990428 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2990977.500000 Penalty: 4894.638672
	Iteration 7F: 3 clusters Score -2990978 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2991440.000000 Penalty: 4894.638672
	Iteration 8Q: 3 clusters Score -2991440 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2991770.250000 Penalty: 4894.638672
	Iteration 9Q: 3 clusters Score -2991770 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2992011.500000 Penalty: 4894.638672
	Iteration 10Q: 3 clusters Score -2992012 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2992162.250000 Penalty: 4894.638672
	Iteration 11Q: 3 clusters Score -2992162 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2992281.000000 Penalty: 4894.638672
	Iteration 12Q: 3 clusters Score -2992281 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2992397.750000 Penalty: 4894.638672
	Iteration 13Q: 3 clusters Score -2992398 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2992487.750000 Penalty: 4894.638672
	Iteration 14Q: 3 clusters Score -2992488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2992548.000000 Penalty: 4894.638672
	Iteration 15Q: 3 clusters Score -2992548 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2992633.750000 Penalty: 4894.638672
	Iteration 16Q: 3 clusters Score -2992634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2992700.000000 Penalty: 4894.638672
	Iteration 17Q: 3 clusters Score -2992700 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2992765.500000 Penalty: 4894.638672
	Iteration 18Q: 3 clusters Score -2992766 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2992845.500000 Penalty: 4894.638672
	Iteration 19Q: 3 clusters Score -2992846 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2992936.750000 Penalty: 4894.638672
	Iteration 20F: 3 clusters Score -2992937 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2992999.500000 Penalty: 4894.638672
	Iteration 21Q: 3 clusters Score -2993000 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2993097.250000 Penalty: 4894.638672
	Iteration 22Q: 3 clusters Score -2993097 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2993214.500000 Penalty: 4894.638672
	Iteration 23Q: 3 clusters Score -2993214 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2993330.250000 Penalty: 4894.638672
	Iteration 24Q: 3 clusters Score -2993330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2993470.750000 Penalty: 4894.638672
	Iteration 25Q: 3 clusters Score -2993471 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2993625.500000 Penalty: 4894.638672
	Iteration 26Q: 3 clusters Score -2993626 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2993735.250000 Penalty: 4894.638672
	Iteration 27Q: 3 clusters Score -2993735 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2993853.000000 Penalty: 4894.638672
	Iteration 28Q: 3 clusters Score -2993853 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2993936.000000 Penalty: 4894.638672
	Iteration 29Q: 3 clusters Score -2993936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2994026.750000 Penalty: 4894.638672
	Iteration 30Q: 3 clusters Score -2994027 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2994095.000000 Penalty: 4894.638672
	Iteration 31Q: 3 clusters Score -2994095 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2994177.000000 Penalty: 4894.638672
	Iteration 32Q: 3 clusters Score -2994177 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2994247.500000 Penalty: 4894.638672
	Iteration 33Q: 3 clusters Score -2994248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2994314.000000 Penalty: 4894.638672
	Iteration 34Q: 3 clusters Score -2994314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2994370.750000 Penalty: 4894.638672
	Iteration 35Q: 3 clusters Score -2994371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2994393.250000 Penalty: 4894.638672
	Iteration 36Q: 3 clusters Score -2994393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2994406.250000 Penalty: 4894.638672
	Iteration 37Q: 3 clusters Score -2994406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2994421.250000 Penalty: 4894.638672
	Iteration 38Q: 3 clusters Score -2994421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2994420.750000 Penalty: 4894.638672
	Iteration 39Q: 3 clusters Score -2994421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2994427.250000 Penalty: 4894.638672
	Iteration 40F: 3 clusters Score -2994427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2994442.250000 Penalty: 4894.638672
	Iteration 41Q: 3 clusters Score -2994442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2994451.250000 Penalty: 4894.638672
	Iteration 42Q: 3 clusters Score -2994451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2994462.500000 Penalty: 4894.638672
	Iteration 43Q: 3 clusters Score -2994462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2994466.250000 Penalty: 4894.638672
	Iteration 44Q: 3 clusters Score -2994466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2994473.500000 Penalty: 4894.638672
	Iteration 45Q: 3 clusters Score -2994474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2994476.000000 Penalty: 4894.638672
	Iteration 46Q: 3 clusters Score -2994476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2994486.500000 Penalty: 4894.638672
	Iteration 47Q: 3 clusters Score -2994486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2994488.750000 Penalty: 4894.638672
	Iteration 48Q: 3 clusters Score -2994489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2994487.750000 Penalty: 4894.638672
	Iteration 49Q: 3 clusters Score -2994488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2994494.000000 Penalty: 4894.638672
	Iteration 50Q: 3 clusters Score -2994494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2994498.750000 Penalty: 4894.638672
	Iteration 51Q: 3 clusters Score -2994499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2994501.000000 Penalty: 4894.638672
	Iteration 52Q: 3 clusters Score -2994501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2994502.000000 Penalty: 4894.638672
	Iteration 53Q: 3 clusters Score -2994502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2994504.000000 Penalty: 4894.638672
	Iteration 54Q: 3 clusters Score -2994504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2994506.250000 Penalty: 4894.638672
	Iteration 55Q: 3 clusters Score -2994506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2994510.000000 Penalty: 4894.638672
	Iteration 56Q: 3 clusters Score -2994510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2994507.500000 Penalty: 4894.638672
	Iteration 57Q: 3 clusters Score -2994508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2994507.500000 Penalty: 4894.638672
	Iteration 58F: 3 clusters Score -2994508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1747069.625000 Penalty: 2311.204834
	Iteration 0F: 2 clusters Score -1747070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1738687.625000 Penalty: 4622.409668
	Iteration 0F: 3 clusters Score -1738688 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1741113.375000 Penalty: 4622.409668
	Iteration 1F: 3 clusters Score -1741113 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1741432.000000 Penalty: 4622.409668
	Iteration 2F: 3 clusters Score -1741432 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1741625.500000 Penalty: 4622.409668
	Iteration 3Q: 3 clusters Score -1741626 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1741766.625000 Penalty: 4622.409668
	Iteration 4Q: 3 clusters Score -1741767 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1741888.500000 Penalty: 4622.409668
	Iteration 5Q: 3 clusters Score -1741888 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1741982.375000 Penalty: 4622.409668
	Iteration 6Q: 3 clusters Score -1741982 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1742082.000000 Penalty: 4622.409668
	Iteration 7Q: 3 clusters Score -1742082 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1742183.375000 Penalty: 4622.409668
	Iteration 8Q: 3 clusters Score -1742183 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1742276.625000 Penalty: 4622.409668
	Iteration 9Q: 3 clusters Score -1742277 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1742370.375000 Penalty: 4622.409668
	Iteration 10Q: 3 clusters Score -1742370 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1742457.625000 Penalty: 4622.409668
	Iteration 11Q: 3 clusters Score -1742458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1742571.250000 Penalty: 4622.409668
	Iteration 12Q: 3 clusters Score -1742571 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1742705.250000 Penalty: 4622.409668
	Iteration 13Q: 3 clusters Score -1742705 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1742828.750000 Penalty: 4622.409668
	Iteration 14Q: 3 clusters Score -1742829 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1742964.500000 Penalty: 4622.409668
	Iteration 15Q: 3 clusters Score -1742964 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1743085.500000 Penalty: 4622.409668
	Iteration 16Q: 3 clusters Score -1743086 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1743202.500000 Penalty: 4622.409668
	Iteration 17Q: 3 clusters Score -1743202 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1743305.250000 Penalty: 4622.409668
	Iteration 18Q: 3 clusters Score -1743305 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1743379.125000 Penalty: 4622.409668
	Iteration 19Q: 3 clusters Score -1743379 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1743447.625000 Penalty: 4622.409668
	Iteration 20F: 3 clusters Score -1743448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1743495.875000 Penalty: 4622.409668
	Iteration 21Q: 3 clusters Score -1743496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1743542.750000 Penalty: 4622.409668
	Iteration 22Q: 3 clusters Score -1743543 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1743588.125000 Penalty: 4622.409668
	Iteration 23Q: 3 clusters Score -1743588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1743629.750000 Penalty: 4622.409668
	Iteration 24Q: 3 clusters Score -1743630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1743671.625000 Penalty: 4622.409668
	Iteration 25Q: 3 clusters Score -1743672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1743707.375000 Penalty: 4622.409668
	Iteration 26Q: 3 clusters Score -1743707 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1743740.625000 Penalty: 4622.409668
	Iteration 27Q: 3 clusters Score -1743741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1743780.750000 Penalty: 4622.409668
	Iteration 28Q: 3 clusters Score -1743781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1743815.500000 Penalty: 4622.409668
	Iteration 29Q: 3 clusters Score -1743816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1743874.625000 Penalty: 4622.409668
	Iteration 30Q: 3 clusters Score -1743875 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1743925.000000 Penalty: 4622.409668
	Iteration 31Q: 3 clusters Score -1743925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1743974.750000 Penalty: 4622.409668
	Iteration 32Q: 3 clusters Score -1743975 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1744011.250000 Penalty: 4622.409668
	Iteration 33Q: 3 clusters Score -1744011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1744070.875000 Penalty: 4622.409668
	Iteration 34Q: 3 clusters Score -1744071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1744107.250000 Penalty: 4622.409668
	Iteration 35Q: 3 clusters Score -1744107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1744147.875000 Penalty: 4622.409668
	Iteration 36Q: 3 clusters Score -1744148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1744199.625000 Penalty: 4622.409668
	Iteration 37Q: 3 clusters Score -1744200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1744257.750000 Penalty: 4622.409668
	Iteration 38Q: 3 clusters Score -1744258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1744321.125000 Penalty: 4622.409668
	Iteration 39Q: 3 clusters Score -1744321 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1744394.000000 Penalty: 4622.409668
	Iteration 40F: 3 clusters Score -1744394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1744470.625000 Penalty: 4622.409668
	Iteration 41Q: 3 clusters Score -1744471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1744540.500000 Penalty: 4622.409668
	Iteration 42Q: 3 clusters Score -1744540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1744606.375000 Penalty: 4622.409668
	Iteration 43Q: 3 clusters Score -1744606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1744669.500000 Penalty: 4622.409668
	Iteration 44Q: 3 clusters Score -1744670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1744726.625000 Penalty: 4622.409668
	Iteration 45Q: 3 clusters Score -1744727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1744787.000000 Penalty: 4622.409668
	Iteration 46Q: 3 clusters Score -1744787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1744837.000000 Penalty: 4622.409668
	Iteration 47Q: 3 clusters Score -1744837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1744867.875000 Penalty: 4622.409668
	Iteration 48Q: 3 clusters Score -1744868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1744909.750000 Penalty: 4622.409668
	Iteration 49Q: 3 clusters Score -1744910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1744953.125000 Penalty: 4622.409668
	Iteration 50Q: 3 clusters Score -1744953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1744981.375000 Penalty: 4622.409668
	Iteration 51Q: 3 clusters Score -1744981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1745002.000000 Penalty: 4622.409668
	Iteration 52Q: 3 clusters Score -1745002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1745024.125000 Penalty: 4622.409668
	Iteration 53Q: 3 clusters Score -1745024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1745048.750000 Penalty: 4622.409668
	Iteration 54Q: 3 clusters Score -1745049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1745057.000000 Penalty: 4622.409668
	Iteration 55Q: 3 clusters Score -1745057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1745072.375000 Penalty: 4622.409668
	Iteration 56Q: 3 clusters Score -1745072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1745079.875000 Penalty: 4622.409668
	Iteration 57Q: 3 clusters Score -1745080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1745086.000000 Penalty: 4622.409668
	Iteration 58Q: 3 clusters Score -1745086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1745088.125000 Penalty: 4622.409668
	Iteration 59Q: 3 clusters Score -1745088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1745090.125000 Penalty: 4622.409668
	Iteration 60F: 3 clusters Score -1745090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1745091.250000 Penalty: 4622.409668
	Iteration 61Q: 3 clusters Score -1745091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1745091.250000 Penalty: 4622.409668
	Iteration 62F: 3 clusters Score -1745091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -1003649.437500 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -1003649 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 3277 members 
Entering Unmasked Estep 
Score: -998131.437500 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -998131.4 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -999733.750000 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -999733.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1000148.562500 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -1000149 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1000525.937500 Penalty: 4360.652832
	Iteration 3F: 3 clusters Score -1000526 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1000876.625000 Penalty: 4360.652832
	Iteration 4F: 3 clusters Score -1000877 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1001134.562500 Penalty: 4360.652832
	Iteration 5F: 3 clusters Score -1001135 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1001353.125000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -1001353 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1001533.312500 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -1001533 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1001663.812500 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -1001664 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1001745.500000 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -1001746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1001806.062500 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -1001806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1001857.500000 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -1001858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1001892.812500 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -1001893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1001919.125000 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -1001919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1001951.000000 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -1001951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1001988.437500 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -1001988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1002041.312500 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -1002041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1002082.000000 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -1002082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1002112.812500 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -1002113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1002155.062500 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -1002155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1002195.875000 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -1002196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1002235.125000 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -1002235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1002259.687500 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -1002260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1002283.625000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -1002284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1002306.437500 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -1002306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1002318.937500 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -1002319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1002327.312500 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -1002327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1002335.875000 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -1002336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1002345.187500 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -1002345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1002350.937500 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -1002351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1002356.937500 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -1002357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1002368.625000 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -1002369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1002373.125000 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -1002373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1002373.937500 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -1002374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1002374.062500 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -1002374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1002378.000000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -1002378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1002381.437500 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -1002381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1002382.125000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -1002382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1002383.687500 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -1002384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1002386.937500 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -1002387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1002389.187500 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -1002389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1002391.500000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -1002392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1002390.875000 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -1002391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1002391.625000 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -1002392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1002392.937500 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -1002393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1002392.937500 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -1002393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1002392.937500 Penalty: 4360.652832
	Iteration 46F: 3 clusters Score -1002393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -632963.687500 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -632963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -628908.250000 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -628908.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -629880.500000 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -629880.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -630148.562500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -630148.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -630406.000000 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -630406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -630570.375000 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -630570.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -630688.312500 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -630688.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -630781.562500 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -630781.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -630843.562500 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -630843.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -630892.500000 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -630892.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -630944.875000 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -630944.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -630979.562500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -630979.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -631020.125000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -631020.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -631055.062500 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -631055.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -631085.062500 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -631085.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -631123.312500 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -631123.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -631160.687500 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -631160.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -631198.187500 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -631198.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -631231.250000 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -631231.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -631264.625000 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -631264.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -631305.187500 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -631305.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -631343.812500 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -631343.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -631386.500000 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -631386.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -631427.687500 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -631427.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -631463.750000 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -631463.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -631504.125000 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -631504.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -631550.375000 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -631550.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -631583.375000 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -631583.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -631610.312500 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -631610.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -631646.062500 Penalty: 4147.175781
	Iteration 28Q: 3 clusters Score -631646.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -631676.500000 Penalty: 4147.175781
	Iteration 29Q: 3 clusters Score -631676.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -631702.375000 Penalty: 4147.175781
	Iteration 30Q: 3 clusters Score -631702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -631717.125000 Penalty: 4147.175781
	Iteration 31Q: 3 clusters Score -631717.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -631736.375000 Penalty: 4147.175781
	Iteration 32Q: 3 clusters Score -631736.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -631760.937500 Penalty: 4147.175781
	Iteration 33Q: 3 clusters Score -631760.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -631778.500000 Penalty: 4147.175781
	Iteration 34Q: 3 clusters Score -631778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -631793.750000 Penalty: 4147.175781
	Iteration 35Q: 3 clusters Score -631793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -631805.562500 Penalty: 4147.175781
	Iteration 36Q: 3 clusters Score -631805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -631817.937500 Penalty: 4147.175781
	Iteration 37Q: 3 clusters Score -631817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -631823.312500 Penalty: 4147.175781
	Iteration 38Q: 3 clusters Score -631823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -631827.875000 Penalty: 4147.175781
	Iteration 39Q: 3 clusters Score -631827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -631838.125000 Penalty: 4147.175781
	Iteration 40F: 3 clusters Score -631838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -631849.000000 Penalty: 4147.175781
	Iteration 41Q: 3 clusters Score -631849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -631861.812500 Penalty: 4147.175781
	Iteration 42Q: 3 clusters Score -631861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -631866.375000 Penalty: 4147.175781
	Iteration 43Q: 3 clusters Score -631866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -631873.562500 Penalty: 4147.175781
	Iteration 44Q: 3 clusters Score -631873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -631876.500000 Penalty: 4147.175781
	Iteration 45Q: 3 clusters Score -631876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -631880.437500 Penalty: 4147.175781
	Iteration 46Q: 3 clusters Score -631880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -631881.375000 Penalty: 4147.175781
	Iteration 47Q: 3 clusters Score -631881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -631882.687500 Penalty: 4147.175781
	Iteration 48Q: 3 clusters Score -631882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -631883.500000 Penalty: 4147.175781
	Iteration 49Q: 3 clusters Score -631883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -631883.000000 Penalty: 4147.175781
	Iteration 50Q: 3 clusters Score -631883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -631883.625000 Penalty: 4147.175781
	Iteration 51Q: 3 clusters Score -631883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -631883.625000 Penalty: 4147.175781
	Iteration 52F: 3 clusters Score -631883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -30890.078125 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -30890.08 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 128 members 
Entering Unmasked Estep 
Score: -29758.269531 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -29758.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29842.115234 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -29842.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29863.253906 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -29863.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29866.824219 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -29866.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29866.824219 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -29866.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Entering Unmasked Estep 
Score: -4370914.500000 Penalty: 2539.261963
	Iteration 0F: 2 clusters Score -4370914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4351736.000000 Penalty: 5078.523926
	Iteration 0F: 3 clusters Score -4351736 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4358775.500000 Penalty: 5078.523926
	Iteration 1F: 3 clusters Score -4358776 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4359403.000000 Penalty: 5078.523926
	Iteration 2F: 3 clusters Score -4359403 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4360076.500000 Penalty: 5078.523926
	Iteration 3F: 3 clusters Score -4360076 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4360965.500000 Penalty: 5078.523926
	Iteration 4F: 3 clusters Score -4360966 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4362086.000000 Penalty: 5078.523926
	Iteration 5F: 3 clusters Score -4362086 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4363410.000000 Penalty: 5078.523926
	Iteration 6F: 3 clusters Score -4363410 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4364853.000000 Penalty: 5078.523926
	Iteration 7F: 3 clusters Score -4364853 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4366289.500000 Penalty: 5078.523926
	Iteration 8F: 3 clusters Score -4366290 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4367369.000000 Penalty: 5078.523926
	Iteration 9Q: 3 clusters Score -4367369 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4367975.500000 Penalty: 5078.523926
	Iteration 10Q: 3 clusters Score -4367976 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4368292.500000 Penalty: 5078.523926
	Iteration 11Q: 3 clusters Score -4368292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4368432.500000 Penalty: 5078.523926
	Iteration 12Q: 3 clusters Score -4368432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -4368512.500000 Penalty: 5078.523926
	Iteration 13Q: 3 clusters Score -4368512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4368565.000000 Penalty: 5078.523926
	Iteration 14Q: 3 clusters Score -4368565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4368611.000000 Penalty: 5078.523926
	Iteration 15Q: 3 clusters Score -4368611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4368647.000000 Penalty: 5078.523926
	Iteration 16Q: 3 clusters Score -4368647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4368671.500000 Penalty: 5078.523926
	Iteration 17Q: 3 clusters Score -4368672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4368693.000000 Penalty: 5078.523926
	Iteration 18Q: 3 clusters Score -4368693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4368707.000000 Penalty: 5078.523926
	Iteration 19Q: 3 clusters Score -4368707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4368724.000000 Penalty: 5078.523926
	Iteration 20F: 3 clusters Score -4368724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4368741.500000 Penalty: 5078.523926
	Iteration 21Q: 3 clusters Score -4368742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4368745.000000 Penalty: 5078.523926
	Iteration 22Q: 3 clusters Score -4368745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4368755.000000 Penalty: 5078.523926
	Iteration 23Q: 3 clusters Score -4368755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4368769.500000 Penalty: 5078.523926
	Iteration 24Q: 3 clusters Score -4368770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4368781.000000 Penalty: 5078.523926
	Iteration 25Q: 3 clusters Score -4368781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4368784.000000 Penalty: 5078.523926
	Iteration 26Q: 3 clusters Score -4368784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4368792.500000 Penalty: 5078.523926
	Iteration 27Q: 3 clusters Score -4368792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4368793.000000 Penalty: 5078.523926
	Iteration 28Q: 3 clusters Score -4368793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4368792.500000 Penalty: 5078.523926
	Iteration 29Q: 3 clusters Score -4368792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4368792.500000 Penalty: 5078.523926
	Iteration 30F: 3 clusters Score -4368792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -210674.953125 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -210675 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 727 members 
Entering Unmasked Estep 
Score: -208482.843750 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -208482.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208877.828125 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -208877.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -209001.015625 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -209001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209092.593750 Penalty: 3597.721436
	Iteration 3Q: 3 clusters Score -209092.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209145.593750 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -209145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -209168.906250 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -209168.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -209183.625000 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -209183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209194.953125 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -209195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -209211.656250 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -209211.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209220.984375 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -209221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209230.671875 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -209230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209240.203125 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -209240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209250.593750 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -209250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209258.765625 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -209258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -209265.031250 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -209265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209266.750000 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -209266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209267.546875 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -209267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209267.546875 Penalty: 3597.721436
	Iteration 17F: 3 clusters Score -209267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -1944728.000000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -1944728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1935045.750000 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -1935046 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1938220.000000 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -1938220 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1938782.000000 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -1938782 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1939372.750000 Penalty: 4699.186035
	Iteration 3F: 3 clusters Score -1939373 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1939990.000000 Penalty: 4699.186035
	Iteration 4F: 3 clusters Score -1939990 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1940631.500000 Penalty: 4699.186035
	Iteration 5F: 3 clusters Score -1940632 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1941295.375000 Penalty: 4699.186035
	Iteration 6F: 3 clusters Score -1941295 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1942029.250000 Penalty: 4699.186035
	Iteration 7F: 3 clusters Score -1942029 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1942654.500000 Penalty: 4699.186035
	Iteration 8F: 3 clusters Score -1942654 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1943075.875000 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -1943076 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1943317.750000 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -1943318 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1943458.125000 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -1943458 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1943532.000000 Penalty: 4699.186035
	Iteration 12Q: 3 clusters Score -1943532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1943582.375000 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -1943582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1943616.875000 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -1943617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1943633.250000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -1943633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1943644.375000 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -1943644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1943651.750000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -1943652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1943656.125000 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -1943656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1943665.500000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -1943666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1943670.125000 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -1943670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1943672.375000 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -1943672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1943672.375000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -1943672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1943677.000000 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -1943677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1943680.625000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -1943681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1943686.500000 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -1943686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1943686.125000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -1943686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1943686.500000 Penalty: 4699.186035
	Iteration 27Q: 3 clusters Score -1943686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1943693.375000 Penalty: 4699.186035
	Iteration 28Q: 3 clusters Score -1943693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1943698.000000 Penalty: 4699.186035
	Iteration 29Q: 3 clusters Score -1943698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1943703.875000 Penalty: 4699.186035
	Iteration 30Q: 3 clusters Score -1943704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1943707.625000 Penalty: 4699.186035
	Iteration 31Q: 3 clusters Score -1943708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1943709.625000 Penalty: 4699.186035
	Iteration 32Q: 3 clusters Score -1943710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1943710.750000 Penalty: 4699.186035
	Iteration 33Q: 3 clusters Score -1943711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1943712.125000 Penalty: 4699.186035
	Iteration 34Q: 3 clusters Score -1943712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1943714.750000 Penalty: 4699.186035
	Iteration 35Q: 3 clusters Score -1943715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1943715.250000 Penalty: 4699.186035
	Iteration 36Q: 3 clusters Score -1943715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1943712.750000 Penalty: 4699.186035
	Iteration 37Q: 3 clusters Score -1943713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1943713.625000 Penalty: 4699.186035
	Iteration 38Q: 3 clusters Score -1943714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1943712.500000 Penalty: 4699.186035
	Iteration 39Q: 3 clusters Score -1943712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1943714.500000 Penalty: 4699.186035
	Iteration 40F: 3 clusters Score -1943714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1943712.750000 Penalty: 4699.186035
	Iteration 41Q: 3 clusters Score -1943713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1943712.750000 Penalty: 4699.186035
	Iteration 42F: 3 clusters Score -1943713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -162584.031250 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -162584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -160620.015625 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -160620 nChanged 316
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: -160970.453125 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -160970.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161075.859375 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -161075.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161135.343750 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -161135.3 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: -161186.984375 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -161187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161238.406250 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -161238.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -161293.390625 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -161293.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161350.734375 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -161350.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161413.109375 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -161413.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -161452.453125 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -161452.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -161471.437500 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -161471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -161484.125000 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -161484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -161489.312500 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -161489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161491.718750 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -161491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -161493.234375 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -161493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161494.171875 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -161494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161501.546875 Penalty: 3484.666992
	Iteration 16F: 3 clusters Score -161501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -161524.109375 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -161524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161539.015625 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -161539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -161554.890625 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -161554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -161559.328125 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -161559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161560.125000 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -161560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161560.125000 Penalty: 3484.666992
	Iteration 22F: 3 clusters Score -161560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -1144148.250000 Penalty: 2222.195801
	Iteration 0F: 2 clusters Score -1144148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1137904.625000 Penalty: 4444.391602
	Iteration 0F: 3 clusters Score -1137905 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1139802.750000 Penalty: 4444.391602
	Iteration 1F: 3 clusters Score -1139803 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1140474.250000 Penalty: 4444.391602
	Iteration 2F: 3 clusters Score -1140474 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1141151.500000 Penalty: 4444.391602
	Iteration 3F: 3 clusters Score -1141152 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1141695.125000 Penalty: 4444.391602
	Iteration 4F: 3 clusters Score -1141695 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1142219.375000 Penalty: 4444.391602
	Iteration 5F: 3 clusters Score -1142219 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1142746.000000 Penalty: 4444.391602
	Iteration 6F: 3 clusters Score -1142746 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1143208.500000 Penalty: 4444.391602
	Iteration 7F: 3 clusters Score -1143208 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1143610.250000 Penalty: 4444.391602
	Iteration 8Q: 3 clusters Score -1143610 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1143962.250000 Penalty: 4444.391602
	Iteration 9Q: 3 clusters Score -1143962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1144187.250000 Penalty: 4444.391602
	Iteration 10Q: 3 clusters Score -1144187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1144325.875000 Penalty: 4444.391602
	Iteration 11Q: 3 clusters Score -1144326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1144432.250000 Penalty: 4444.391602
	Iteration 12Q: 3 clusters Score -1144432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1144505.125000 Penalty: 4444.391602
	Iteration 13Q: 3 clusters Score -1144505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1144578.500000 Penalty: 4444.391602
	Iteration 14Q: 3 clusters Score -1144578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1144620.750000 Penalty: 4444.391602
	Iteration 15Q: 3 clusters Score -1144621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1144651.375000 Penalty: 4444.391602
	Iteration 16Q: 3 clusters Score -1144651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1144679.500000 Penalty: 4444.391602
	Iteration 17Q: 3 clusters Score -1144680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1144696.250000 Penalty: 4444.391602
	Iteration 18Q: 3 clusters Score -1144696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1144712.125000 Penalty: 4444.391602
	Iteration 19Q: 3 clusters Score -1144712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1144722.375000 Penalty: 4444.391602
	Iteration 20F: 3 clusters Score -1144722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1144724.500000 Penalty: 4444.391602
	Iteration 21Q: 3 clusters Score -1144724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1144727.500000 Penalty: 4444.391602
	Iteration 22Q: 3 clusters Score -1144728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1144729.625000 Penalty: 4444.391602
	Iteration 23Q: 3 clusters Score -1144730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1144731.500000 Penalty: 4444.391602
	Iteration 24Q: 3 clusters Score -1144732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1144734.875000 Penalty: 4444.391602
	Iteration 25Q: 3 clusters Score -1144735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1144738.500000 Penalty: 4444.391602
	Iteration 26Q: 3 clusters Score -1144738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1144741.875000 Penalty: 4444.391602
	Iteration 27Q: 3 clusters Score -1144742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1144741.250000 Penalty: 4444.391602
	Iteration 28Q: 3 clusters Score -1144741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1144743.625000 Penalty: 4444.391602
	Iteration 29Q: 3 clusters Score -1144744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1144744.125000 Penalty: 4444.391602
	Iteration 30Q: 3 clusters Score -1144744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1144745.000000 Penalty: 4444.391602
	Iteration 31Q: 3 clusters Score -1144745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1144746.125000 Penalty: 4444.391602
	Iteration 32Q: 3 clusters Score -1144746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1144744.000000 Penalty: 4444.391602
	Iteration 33Q: 3 clusters Score -1144744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1144746.250000 Penalty: 4444.391602
	Iteration 34Q: 3 clusters Score -1144746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1144750.375000 Penalty: 4444.391602
	Iteration 35Q: 3 clusters Score -1144750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1144751.500000 Penalty: 4444.391602
	Iteration 36Q: 3 clusters Score -1144752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1144750.625000 Penalty: 4444.391602
	Iteration 37Q: 3 clusters Score -1144751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1144750.625000 Penalty: 4444.391602
	Iteration 38F: 3 clusters Score -1144751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 6242 members 
Entering Unmasked Estep 
Score: -120397528.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120398072.000000 to -120397528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (17316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Entering Unmasked Estep 
Score: -2721434.250000 Penalty: 2420.327637
	Iteration 0F: 2 clusters Score -2721434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2709120.750000 Penalty: 4840.655273
	Iteration 0F: 3 clusters Score -2709121 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2713183.750000 Penalty: 4840.655273
	Iteration 1F: 3 clusters Score -2713184 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2713691.000000 Penalty: 4840.655273
	Iteration 2F: 3 clusters Score -2713691 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2714112.250000 Penalty: 4840.655273
	Iteration 3F: 3 clusters Score -2714112 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2714517.750000 Penalty: 4840.655273
	Iteration 4Q: 3 clusters Score -2714518 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2714989.500000 Penalty: 4840.655273
	Iteration 5Q: 3 clusters Score -2714990 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2715572.000000 Penalty: 4840.655273
	Iteration 6F: 3 clusters Score -2715572 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2716259.500000 Penalty: 4840.655273
	Iteration 7F: 3 clusters Score -2716260 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2716902.000000 Penalty: 4840.655273
	Iteration 8F: 3 clusters Score -2716902 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2717538.500000 Penalty: 4840.655273
	Iteration 9Q: 3 clusters Score -2717538 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2718080.500000 Penalty: 4840.655273
	Iteration 10Q: 3 clusters Score -2718080 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2718520.500000 Penalty: 4840.655273
	Iteration 11Q: 3 clusters Score -2718520 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2718799.750000 Penalty: 4840.655273
	Iteration 12Q: 3 clusters Score -2718800 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2718978.500000 Penalty: 4840.655273
	Iteration 13Q: 3 clusters Score -2718978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2719089.500000 Penalty: 4840.655273
	Iteration 14Q: 3 clusters Score -2719090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2719167.250000 Penalty: 4840.655273
	Iteration 15Q: 3 clusters Score -2719167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2719212.250000 Penalty: 4840.655273
	Iteration 16Q: 3 clusters Score -2719212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2719251.250000 Penalty: 4840.655273
	Iteration 17Q: 3 clusters Score -2719251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2719279.000000 Penalty: 4840.655273
	Iteration 18Q: 3 clusters Score -2719279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2719300.250000 Penalty: 4840.655273
	Iteration 19Q: 3 clusters Score -2719300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2719311.500000 Penalty: 4840.655273
	Iteration 20F: 3 clusters Score -2719312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2719322.250000 Penalty: 4840.655273
	Iteration 21Q: 3 clusters Score -2719322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2719325.250000 Penalty: 4840.655273
	Iteration 22Q: 3 clusters Score -2719325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2719334.750000 Penalty: 4840.655273
	Iteration 23Q: 3 clusters Score -2719335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2719344.000000 Penalty: 4840.655273
	Iteration 24Q: 3 clusters Score -2719344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2719347.500000 Penalty: 4840.655273
	Iteration 25Q: 3 clusters Score -2719348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2719350.750000 Penalty: 4840.655273
	Iteration 26Q: 3 clusters Score -2719351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2719348.000000 Penalty: 4840.655273
	Iteration 27Q: 3 clusters Score -2719348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2719352.500000 Penalty: 4840.655273
	Iteration 28Q: 3 clusters Score -2719352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2719353.750000 Penalty: 4840.655273
	Iteration 29Q: 3 clusters Score -2719354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2719357.500000 Penalty: 4840.655273
	Iteration 30Q: 3 clusters Score -2719358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2719357.750000 Penalty: 4840.655273
	Iteration 31Q: 3 clusters Score -2719358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2719357.750000 Penalty: 4840.655273
	Iteration 32F: 3 clusters Score -2719358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -26802.576172 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -26802.58 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 112 members 
Entering Unmasked Estep 
Score: -25876.464844 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -25876.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26062.664062 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -26062.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26221.744141 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -26221.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26392.697266 Penalty: 2714.246094
	Iteration 3F: 3 clusters Score -26392.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26533.863281 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -26533.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26566.007812 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -26566.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26568.027344 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -26568.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26571.978516 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -26571.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26587.900391 Penalty: 2714.246094
	Iteration 8Q: 3 clusters Score -26587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26587.900391 Penalty: 2714.246094
	Iteration 9F: 3 clusters Score -26587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -1407555.250000 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -1407555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1400189.750000 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -1400190 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1402604.875000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -1402605 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1403262.375000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -1403262 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1403944.375000 Penalty: 4551.068848
	Iteration 3F: 3 clusters Score -1403944 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1404653.000000 Penalty: 4551.068848
	Iteration 4F: 3 clusters Score -1404653 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1405216.000000 Penalty: 4551.068848
	Iteration 5F: 3 clusters Score -1405216 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1405558.625000 Penalty: 4551.068848
	Iteration 6F: 3 clusters Score -1405559 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1405764.500000 Penalty: 4551.068848
	Iteration 7Q: 3 clusters Score -1405764 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1405894.000000 Penalty: 4551.068848
	Iteration 8Q: 3 clusters Score -1405894 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1405987.625000 Penalty: 4551.068848
	Iteration 9Q: 3 clusters Score -1405988 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1406070.000000 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -1406070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1406136.375000 Penalty: 4551.068848
	Iteration 11Q: 3 clusters Score -1406136 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1406196.750000 Penalty: 4551.068848
	Iteration 12Q: 3 clusters Score -1406197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1406253.375000 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -1406253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1406293.125000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -1406293 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1406338.625000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -1406339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1406383.375000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -1406383 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1406425.375000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -1406425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1406465.750000 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -1406466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1406497.250000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -1406497 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1406537.000000 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -1406537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1406573.125000 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -1406573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1406601.375000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -1406601 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1406625.875000 Penalty: 4551.068848
	Iteration 23Q: 3 clusters Score -1406626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1406654.375000 Penalty: 4551.068848
	Iteration 24Q: 3 clusters Score -1406654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1406700.375000 Penalty: 4551.068848
	Iteration 25Q: 3 clusters Score -1406700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1406744.625000 Penalty: 4551.068848
	Iteration 26Q: 3 clusters Score -1406745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1406797.500000 Penalty: 4551.068848
	Iteration 27Q: 3 clusters Score -1406798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1406857.875000 Penalty: 4551.068848
	Iteration 28Q: 3 clusters Score -1406858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1406945.500000 Penalty: 4551.068848
	Iteration 29Q: 3 clusters Score -1406946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1407042.375000 Penalty: 4551.068848
	Iteration 30Q: 3 clusters Score -1407042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1407141.750000 Penalty: 4551.068848
	Iteration 31Q: 3 clusters Score -1407142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1407235.250000 Penalty: 4551.068848
	Iteration 32Q: 3 clusters Score -1407235 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1407298.500000 Penalty: 4551.068848
	Iteration 33Q: 3 clusters Score -1407298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1407341.125000 Penalty: 4551.068848
	Iteration 34Q: 3 clusters Score -1407341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1407376.250000 Penalty: 4551.068848
	Iteration 35Q: 3 clusters Score -1407376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1407406.750000 Penalty: 4551.068848
	Iteration 36Q: 3 clusters Score -1407407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1407428.375000 Penalty: 4551.068848
	Iteration 37Q: 3 clusters Score -1407428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1407448.500000 Penalty: 4551.068848
	Iteration 38Q: 3 clusters Score -1407448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1407463.250000 Penalty: 4551.068848
	Iteration 39Q: 3 clusters Score -1407463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1407476.875000 Penalty: 4551.068848
	Iteration 40F: 3 clusters Score -1407477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1407486.500000 Penalty: 4551.068848
	Iteration 41Q: 3 clusters Score -1407486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1407496.875000 Penalty: 4551.068848
	Iteration 42Q: 3 clusters Score -1407497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1407509.625000 Penalty: 4551.068848
	Iteration 43Q: 3 clusters Score -1407510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1407527.375000 Penalty: 4551.068848
	Iteration 44Q: 3 clusters Score -1407527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1407543.500000 Penalty: 4551.068848
	Iteration 45Q: 3 clusters Score -1407544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1407556.750000 Penalty: 4551.068848
	Iteration 46Q: 3 clusters Score -1407557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1407581.250000 Penalty: 4551.068848
	Iteration 47Q: 3 clusters Score -1407581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1407604.500000 Penalty: 4551.068848
	Iteration 48Q: 3 clusters Score -1407604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1407628.500000 Penalty: 4551.068848
	Iteration 49Q: 3 clusters Score -1407628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1407636.500000 Penalty: 4551.068848
	Iteration 50Q: 3 clusters Score -1407636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1407646.750000 Penalty: 4551.068848
	Iteration 51Q: 3 clusters Score -1407647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1407653.000000 Penalty: 4551.068848
	Iteration 52Q: 3 clusters Score -1407653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1407663.250000 Penalty: 4551.068848
	Iteration 53Q: 3 clusters Score -1407663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1407670.125000 Penalty: 4551.068848
	Iteration 54Q: 3 clusters Score -1407670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1407668.250000 Penalty: 4551.068848
	Iteration 55Q: 3 clusters Score -1407668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1407667.875000 Penalty: 4551.068848
	Iteration 56Q: 3 clusters Score -1407668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1407666.500000 Penalty: 4551.068848
	Iteration 57Q: 3 clusters Score -1407666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1407673.375000 Penalty: 4551.068848
	Iteration 58Q: 3 clusters Score -1407673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1407674.500000 Penalty: 4551.068848
	Iteration 59Q: 3 clusters Score -1407674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1407677.000000 Penalty: 4551.068848
	Iteration 60F: 3 clusters Score -1407677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1407673.875000 Penalty: 4551.068848
	Iteration 61Q: 3 clusters Score -1407674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1407679.125000 Penalty: 4551.068848
	Iteration 62Q: 3 clusters Score -1407679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1407678.250000 Penalty: 4551.068848
	Iteration 63Q: 3 clusters Score -1407678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1407680.625000 Penalty: 4551.068848
	Iteration 64Q: 3 clusters Score -1407681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1407682.125000 Penalty: 4551.068848
	Iteration 65Q: 3 clusters Score -1407682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1407684.750000 Penalty: 4551.068848
	Iteration 66Q: 3 clusters Score -1407685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1407684.750000 Penalty: 4551.068848
	Iteration 67F: 3 clusters Score -1407685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 64220 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 101364 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 11982 members 
Mstep: Class 11 contains 12662 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 53317 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 6677 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 51715 members 
Mstep: Class 21 contains 19307 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 6579 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 13019 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 1572 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 30415 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 32861 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 117049 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 14705 members 
Mstep: Class 43 contains 7211 members 
Mstep: Class 44 contains 8086 members 
Entering Unmasked Estep 
Score: -120397192.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120398072.000000 to -120397192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -30767.279297 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -30767.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29660.033203 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -29660.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29726.460938 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -29726.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29780.785156 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -29780.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29792.968750 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -29792.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29815.591797 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -29815.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29870.304688 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -29870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29877.708984 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -29877.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29893.152344 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -29893.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29898.611328 Penalty: 2724.558594
	Iteration 8Q: 3 clusters Score -29898.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29898.611328 Penalty: 2724.558594
	Iteration 9F: 3 clusters Score -29898.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Entering Unmasked Estep 
Score: -4507843.000000 Penalty: 2560.027344
	Iteration 0F: 2 clusters Score -4507843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4487220.000000 Penalty: 5120.054688
	Iteration 0F: 3 clusters Score -4487220 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4495670.000000 Penalty: 5120.054688
	Iteration 1F: 3 clusters Score -4495670 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4497414.000000 Penalty: 5120.054688
	Iteration 2F: 3 clusters Score -4497414 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4499357.500000 Penalty: 5120.054688
	Iteration 3F: 3 clusters Score -4499358 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4501259.500000 Penalty: 5120.054688
	Iteration 4F: 3 clusters Score -4501260 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4502760.000000 Penalty: 5120.054688
	Iteration 5F: 3 clusters Score -4502760 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4503769.000000 Penalty: 5120.054688
	Iteration 6F: 3 clusters Score -4503769 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4504466.000000 Penalty: 5120.054688
	Iteration 7Q: 3 clusters Score -4504466 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4504843.000000 Penalty: 5120.054688
	Iteration 8Q: 3 clusters Score -4504843 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4505136.500000 Penalty: 5120.054688
	Iteration 9Q: 3 clusters Score -4505136 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4505358.000000 Penalty: 5120.054688
	Iteration 10Q: 3 clusters Score -4505358 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4505574.500000 Penalty: 5120.054688
	Iteration 11Q: 3 clusters Score -4505574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4505778.500000 Penalty: 5120.054688
	Iteration 12Q: 3 clusters Score -4505778 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4505923.000000 Penalty: 5120.054688
	Iteration 13Q: 3 clusters Score -4505923 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4506053.500000 Penalty: 5120.054688
	Iteration 14Q: 3 clusters Score -4506054 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4506196.500000 Penalty: 5120.054688
	Iteration 15Q: 3 clusters Score -4506196 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4506316.000000 Penalty: 5120.054688
	Iteration 16Q: 3 clusters Score -4506316 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4506420.000000 Penalty: 5120.054688
	Iteration 17Q: 3 clusters Score -4506420 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4506482.000000 Penalty: 5120.054688
	Iteration 18Q: 3 clusters Score -4506482 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4506550.500000 Penalty: 5120.054688
	Iteration 19Q: 3 clusters Score -4506550 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4506634.000000 Penalty: 5120.054688
	Iteration 20F: 3 clusters Score -4506634 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4506646.500000 Penalty: 5120.054688
	Iteration 21Q: 3 clusters Score -4506646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4506697.000000 Penalty: 5120.054688
	Iteration 22Q: 3 clusters Score -4506697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4506746.000000 Penalty: 5120.054688
	Iteration 23Q: 3 clusters Score -4506746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4506767.000000 Penalty: 5120.054688
	Iteration 24Q: 3 clusters Score -4506767 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4506787.000000 Penalty: 5120.054688
	Iteration 25Q: 3 clusters Score -4506787 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4506777.000000 Penalty: 5120.054688
	Iteration 26Q: 3 clusters Score -4506777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4506802.500000 Penalty: 5120.054688
	Iteration 27Q: 3 clusters Score -4506802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4506822.000000 Penalty: 5120.054688
	Iteration 28Q: 3 clusters Score -4506822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4506853.500000 Penalty: 5120.054688
	Iteration 29Q: 3 clusters Score -4506854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4506874.500000 Penalty: 5120.054688
	Iteration 30Q: 3 clusters Score -4506874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4506904.500000 Penalty: 5120.054688
	Iteration 31Q: 3 clusters Score -4506904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4506943.500000 Penalty: 5120.054688
	Iteration 32Q: 3 clusters Score -4506944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4506981.000000 Penalty: 5120.054688
	Iteration 33Q: 3 clusters Score -4506981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4507036.500000 Penalty: 5120.054688
	Iteration 34Q: 3 clusters Score -4507036 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4507099.000000 Penalty: 5120.054688
	Iteration 35Q: 3 clusters Score -4507099 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4507176.000000 Penalty: 5120.054688
	Iteration 36Q: 3 clusters Score -4507176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4507258.000000 Penalty: 5120.054688
	Iteration 37Q: 3 clusters Score -4507258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4507313.500000 Penalty: 5120.054688
	Iteration 38Q: 3 clusters Score -4507314 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4507351.000000 Penalty: 5120.054688
	Iteration 39Q: 3 clusters Score -4507351 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4507403.500000 Penalty: 5120.054688
	Iteration 40F: 3 clusters Score -4507404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4507434.000000 Penalty: 5120.054688
	Iteration 41Q: 3 clusters Score -4507434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4507475.000000 Penalty: 5120.054688
	Iteration 42Q: 3 clusters Score -4507475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4507508.500000 Penalty: 5120.054688
	Iteration 43Q: 3 clusters Score -4507508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4507529.000000 Penalty: 5120.054688
	Iteration 44Q: 3 clusters Score -4507529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4507536.000000 Penalty: 5120.054688
	Iteration 45Q: 3 clusters Score -4507536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4507538.500000 Penalty: 5120.054688
	Iteration 46Q: 3 clusters Score -4507538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4507544.000000 Penalty: 5120.054688
	Iteration 47Q: 3 clusters Score -4507544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4507550.500000 Penalty: 5120.054688
	Iteration 48Q: 3 clusters Score -4507550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4507571.500000 Penalty: 5120.054688
	Iteration 49Q: 3 clusters Score -4507572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4507580.500000 Penalty: 5120.054688
	Iteration 50Q: 3 clusters Score -4507580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -4507587.000000 Penalty: 5120.054688
	Iteration 51Q: 3 clusters Score -4507587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4507599.500000 Penalty: 5120.054688
	Iteration 52Q: 3 clusters Score -4507600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4507609.000000 Penalty: 5120.054688
	Iteration 53Q: 3 clusters Score -4507609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4507614.500000 Penalty: 5120.054688
	Iteration 54Q: 3 clusters Score -4507614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4507617.000000 Penalty: 5120.054688
	Iteration 55Q: 3 clusters Score -4507617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4507631.000000 Penalty: 5120.054688
	Iteration 56Q: 3 clusters Score -4507631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4507631.000000 Penalty: 5120.054688
	Iteration 57Q: 3 clusters Score -4507631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4507635.000000 Penalty: 5120.054688
	Iteration 58Q: 3 clusters Score -4507635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4507635.000000 Penalty: 5120.054688
	Iteration 59Q: 3 clusters Score -4507635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4507653.500000 Penalty: 5120.054688
	Iteration 60F: 3 clusters Score -4507654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4507667.000000 Penalty: 5120.054688
	Iteration 61Q: 3 clusters Score -4507667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4507654.000000 Penalty: 5120.054688
	Iteration 62Q: 3 clusters Score -4507654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4507661.000000 Penalty: 5120.054688
	Iteration 63Q: 3 clusters Score -4507661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -4507660.000000 Penalty: 5120.054688
	Iteration 64Q: 3 clusters Score -4507660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4507653.000000 Penalty: 5120.054688
	Iteration 65Q: 3 clusters Score -4507653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4507659.000000 Penalty: 5120.054688
	Iteration 66Q: 3 clusters Score -4507659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4507659.500000 Penalty: 5120.054688
	Iteration 67Q: 3 clusters Score -4507660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4507655.000000 Penalty: 5120.054688
	Iteration 68Q: 3 clusters Score -4507655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4507659.000000 Penalty: 5120.054688
	Iteration 69Q: 3 clusters Score -4507659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4507660.000000 Penalty: 5120.054688
	Iteration 70Q: 3 clusters Score -4507660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -4507660.000000 Penalty: 5120.054688
	Iteration 71Q: 3 clusters Score -4507660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4507661.000000 Penalty: 5120.054688
	Iteration 72Q: 3 clusters Score -4507661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4507660.500000 Penalty: 5120.054688
	Iteration 73Q: 3 clusters Score -4507660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4507666.500000 Penalty: 5120.054688
	Iteration 74Q: 3 clusters Score -4507666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4507664.000000 Penalty: 5120.054688
	Iteration 75Q: 3 clusters Score -4507664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4507663.000000 Penalty: 5120.054688
	Iteration 76Q: 3 clusters Score -4507663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -4507665.500000 Penalty: 5120.054688
	Iteration 77Q: 3 clusters Score -4507666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4507669.500000 Penalty: 5120.054688
	Iteration 78Q: 3 clusters Score -4507670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -4507671.000000 Penalty: 5120.054688
	Iteration 79Q: 3 clusters Score -4507671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -4507666.500000 Penalty: 5120.054688
	Iteration 80F: 3 clusters Score -4507666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4507666.500000 Penalty: 5120.054688
	Iteration 81Q: 3 clusters Score -4507666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4507666.000000 Penalty: 5120.054688
	Iteration 82Q: 3 clusters Score -4507666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4507664.000000 Penalty: 5120.054688
	Iteration 83Q: 3 clusters Score -4507664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4507662.500000 Penalty: 5120.054688
	Iteration 84Q: 3 clusters Score -4507662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4507666.000000 Penalty: 5120.054688
	Iteration 85Q: 3 clusters Score -4507666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4507669.000000 Penalty: 5120.054688
	Iteration 86Q: 3 clusters Score -4507669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4507669.000000 Penalty: 5120.054688
	Iteration 87F: 3 clusters Score -4507669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Entering Unmasked Estep 
Score: -3242568.000000 Penalty: 2464.859863
	Iteration 0F: 2 clusters Score -3242568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3227865.500000 Penalty: 4929.719727
	Iteration 0F: 3 clusters Score -3227866 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3232914.750000 Penalty: 4929.719727
	Iteration 1F: 3 clusters Score -3232915 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3233458.750000 Penalty: 4929.719727
	Iteration 2F: 3 clusters Score -3233459 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3234134.750000 Penalty: 4929.719727
	Iteration 3F: 3 clusters Score -3234135 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3234975.500000 Penalty: 4929.719727
	Iteration 4F: 3 clusters Score -3234976 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3235945.750000 Penalty: 4929.719727
	Iteration 5F: 3 clusters Score -3235946 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3236888.500000 Penalty: 4929.719727
	Iteration 6F: 3 clusters Score -3236888 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3237610.250000 Penalty: 4929.719727
	Iteration 7F: 3 clusters Score -3237610 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3238180.250000 Penalty: 4929.719727
	Iteration 8Q: 3 clusters Score -3238180 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3238615.750000 Penalty: 4929.719727
	Iteration 9Q: 3 clusters Score -3238616 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3238968.750000 Penalty: 4929.719727
	Iteration 10Q: 3 clusters Score -3238969 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3239244.500000 Penalty: 4929.719727
	Iteration 11Q: 3 clusters Score -3239244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3239490.000000 Penalty: 4929.719727
	Iteration 12Q: 3 clusters Score -3239490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3239709.500000 Penalty: 4929.719727
	Iteration 13Q: 3 clusters Score -3239710 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3239890.500000 Penalty: 4929.719727
	Iteration 14Q: 3 clusters Score -3239890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3240038.500000 Penalty: 4929.719727
	Iteration 15Q: 3 clusters Score -3240038 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3240136.750000 Penalty: 4929.719727
	Iteration 16Q: 3 clusters Score -3240137 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3240212.500000 Penalty: 4929.719727
	Iteration 17Q: 3 clusters Score -3240212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3240278.250000 Penalty: 4929.719727
	Iteration 18Q: 3 clusters Score -3240278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3240304.000000 Penalty: 4929.719727
	Iteration 19Q: 3 clusters Score -3240304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3240336.250000 Penalty: 4929.719727
	Iteration 20F: 3 clusters Score -3240336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3240370.000000 Penalty: 4929.719727
	Iteration 21Q: 3 clusters Score -3240370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3240387.500000 Penalty: 4929.719727
	Iteration 22Q: 3 clusters Score -3240388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3240403.250000 Penalty: 4929.719727
	Iteration 23Q: 3 clusters Score -3240403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3240421.000000 Penalty: 4929.719727
	Iteration 24Q: 3 clusters Score -3240421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3240422.250000 Penalty: 4929.719727
	Iteration 25Q: 3 clusters Score -3240422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3240428.500000 Penalty: 4929.719727
	Iteration 26Q: 3 clusters Score -3240428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3240437.500000 Penalty: 4929.719727
	Iteration 27Q: 3 clusters Score -3240438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3240443.250000 Penalty: 4929.719727
	Iteration 28Q: 3 clusters Score -3240443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3240439.750000 Penalty: 4929.719727
	Iteration 29Q: 3 clusters Score -3240440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3240444.000000 Penalty: 4929.719727
	Iteration 30Q: 3 clusters Score -3240444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3240444.250000 Penalty: 4929.719727
	Iteration 31Q: 3 clusters Score -3240444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3240451.250000 Penalty: 4929.719727
	Iteration 32Q: 3 clusters Score -3240451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3240461.500000 Penalty: 4929.719727
	Iteration 33Q: 3 clusters Score -3240462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3240460.250000 Penalty: 4929.719727
	Iteration 34Q: 3 clusters Score -3240460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3240462.500000 Penalty: 4929.719727
	Iteration 35Q: 3 clusters Score -3240462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3240461.500000 Penalty: 4929.719727
	Iteration 36Q: 3 clusters Score -3240462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3240467.000000 Penalty: 4929.719727
	Iteration 37Q: 3 clusters Score -3240467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3240472.500000 Penalty: 4929.719727
	Iteration 38Q: 3 clusters Score -3240472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3240473.750000 Penalty: 4929.719727
	Iteration 39Q: 3 clusters Score -3240474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3240467.000000 Penalty: 4929.719727
	Iteration 40F: 3 clusters Score -3240467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3240467.750000 Penalty: 4929.719727
	Iteration 41Q: 3 clusters Score -3240468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3240467.750000 Penalty: 4929.719727
	Iteration 42F: 3 clusters Score -3240468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (32861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Entering Unmasked Estep 
Score: -5126020.500000 Penalty: 2579.210205
	Iteration 0F: 2 clusters Score -5126020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5103550.500000 Penalty: 5158.420410
	Iteration 0F: 3 clusters Score -5103550 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5111870.000000 Penalty: 5158.420410
	Iteration 1F: 3 clusters Score -5111870 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5112596.000000 Penalty: 5158.420410
	Iteration 2F: 3 clusters Score -5112596 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5113421.000000 Penalty: 5158.420410
	Iteration 3F: 3 clusters Score -5113421 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5114623.000000 Penalty: 5158.420410
	Iteration 4F: 3 clusters Score -5114623 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5115976.500000 Penalty: 5158.420410
	Iteration 5F: 3 clusters Score -5115976 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5117442.500000 Penalty: 5158.420410
	Iteration 6F: 3 clusters Score -5117442 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5118680.000000 Penalty: 5158.420410
	Iteration 7F: 3 clusters Score -5118680 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5119715.500000 Penalty: 5158.420410
	Iteration 8F: 3 clusters Score -5119716 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5120600.500000 Penalty: 5158.420410
	Iteration 9Q: 3 clusters Score -5120600 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -5121367.500000 Penalty: 5158.420410
	Iteration 10Q: 3 clusters Score -5121368 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -5122006.000000 Penalty: 5158.420410
	Iteration 11Q: 3 clusters Score -5122006 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5122498.000000 Penalty: 5158.420410
	Iteration 12Q: 3 clusters Score -5122498 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5122833.500000 Penalty: 5158.420410
	Iteration 13Q: 3 clusters Score -5122834 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5123073.000000 Penalty: 5158.420410
	Iteration 14Q: 3 clusters Score -5123073 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5123255.000000 Penalty: 5158.420410
	Iteration 15Q: 3 clusters Score -5123255 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -5123397.500000 Penalty: 5158.420410
	Iteration 16Q: 3 clusters Score -5123398 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5123526.000000 Penalty: 5158.420410
	Iteration 17Q: 3 clusters Score -5123526 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5123611.500000 Penalty: 5158.420410
	Iteration 18Q: 3 clusters Score -5123612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -5123672.500000 Penalty: 5158.420410
	Iteration 19Q: 3 clusters Score -5123672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5123703.500000 Penalty: 5158.420410
	Iteration 20F: 3 clusters Score -5123704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -5123747.000000 Penalty: 5158.420410
	Iteration 21Q: 3 clusters Score -5123747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5123771.500000 Penalty: 5158.420410
	Iteration 22Q: 3 clusters Score -5123772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5123777.000000 Penalty: 5158.420410
	Iteration 23Q: 3 clusters Score -5123777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5123809.500000 Penalty: 5158.420410
	Iteration 24Q: 3 clusters Score -5123810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -5123820.000000 Penalty: 5158.420410
	Iteration 25Q: 3 clusters Score -5123820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5123826.000000 Penalty: 5158.420410
	Iteration 26Q: 3 clusters Score -5123826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -5123826.000000 Penalty: 5158.420410
	Iteration 27Q: 3 clusters Score -5123826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -5123838.000000 Penalty: 5158.420410
	Iteration 28Q: 3 clusters Score -5123838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5123853.000000 Penalty: 5158.420410
	Iteration 29Q: 3 clusters Score -5123853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5123867.000000 Penalty: 5158.420410
	Iteration 30Q: 3 clusters Score -5123867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -5123873.500000 Penalty: 5158.420410
	Iteration 31Q: 3 clusters Score -5123874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -5123880.000000 Penalty: 5158.420410
	Iteration 32Q: 3 clusters Score -5123880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -5123882.000000 Penalty: 5158.420410
	Iteration 33Q: 3 clusters Score -5123882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5123881.000000 Penalty: 5158.420410
	Iteration 34Q: 3 clusters Score -5123881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -5123891.000000 Penalty: 5158.420410
	Iteration 35Q: 3 clusters Score -5123891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5123890.500000 Penalty: 5158.420410
	Iteration 36Q: 3 clusters Score -5123890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -5123905.000000 Penalty: 5158.420410
	Iteration 37Q: 3 clusters Score -5123905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -5123914.000000 Penalty: 5158.420410
	Iteration 38Q: 3 clusters Score -5123914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -5123921.000000 Penalty: 5158.420410
	Iteration 39Q: 3 clusters Score -5123921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5123923.500000 Penalty: 5158.420410
	Iteration 40F: 3 clusters Score -5123924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -5123928.000000 Penalty: 5158.420410
	Iteration 41Q: 3 clusters Score -5123928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -5123926.500000 Penalty: 5158.420410
	Iteration 42Q: 3 clusters Score -5123926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5123924.500000 Penalty: 5158.420410
	Iteration 43Q: 3 clusters Score -5123924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -5123918.000000 Penalty: 5158.420410
	Iteration 44Q: 3 clusters Score -5123918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -5123923.500000 Penalty: 5158.420410
	Iteration 45Q: 3 clusters Score -5123924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -5123923.500000 Penalty: 5158.420410
	Iteration 46F: 3 clusters Score -5123924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -178863.921875 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -178863.9 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 608 members 
Entering Unmasked Estep 
Score: -176830.328125 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -176830.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177213.703125 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -177213.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177313.609375 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -177313.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -177353.890625 Penalty: 3526.094727
	Iteration 3Q: 3 clusters Score -177353.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177373.562500 Penalty: 3526.094727
	Iteration 4Q: 3 clusters Score -177373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177388.187500 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -177388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -177395.828125 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -177395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -177406.234375 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -177406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -177417.437500 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -177417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -177430.859375 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -177430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -177438.203125 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -177438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177442.656250 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -177442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -177449.687500 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -177449.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -177458.500000 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -177458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -177459.937500 Penalty: 3526.094727
	Iteration 14Q: 3 clusters Score -177459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -177462.203125 Penalty: 3526.094727
	Iteration 15Q: 3 clusters Score -177462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -177462.890625 Penalty: 3526.094727
	Iteration 16Q: 3 clusters Score -177462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -177464.671875 Penalty: 3526.094727
	Iteration 17Q: 3 clusters Score -177464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -177464.671875 Penalty: 3526.094727
	Iteration 18F: 3 clusters Score -177464.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1561722.375000 Penalty: 2295.697021
	Iteration 0F: 2 clusters Score -1561722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1553727.250000 Penalty: 4591.394043
	Iteration 0F: 3 clusters Score -1553727 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1556168.500000 Penalty: 4591.394043
	Iteration 1F: 3 clusters Score -1556168 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1556522.375000 Penalty: 4591.394043
	Iteration 2F: 3 clusters Score -1556522 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1556796.000000 Penalty: 4591.394043
	Iteration 3F: 3 clusters Score -1556796 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1557055.375000 Penalty: 4591.394043
	Iteration 4Q: 3 clusters Score -1557055 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1557270.125000 Penalty: 4591.394043
	Iteration 5Q: 3 clusters Score -1557270 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1557470.000000 Penalty: 4591.394043
	Iteration 6Q: 3 clusters Score -1557470 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1557672.250000 Penalty: 4591.394043
	Iteration 7Q: 3 clusters Score -1557672 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1557874.625000 Penalty: 4591.394043
	Iteration 8Q: 3 clusters Score -1557875 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1558112.000000 Penalty: 4591.394043
	Iteration 9Q: 3 clusters Score -1558112 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1558353.500000 Penalty: 4591.394043
	Iteration 10Q: 3 clusters Score -1558354 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1558618.125000 Penalty: 4591.394043
	Iteration 11Q: 3 clusters Score -1558618 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1558851.875000 Penalty: 4591.394043
	Iteration 12Q: 3 clusters Score -1558852 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1559054.250000 Penalty: 4591.394043
	Iteration 13Q: 3 clusters Score -1559054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1559205.375000 Penalty: 4591.394043
	Iteration 14Q: 3 clusters Score -1559205 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1559318.500000 Penalty: 4591.394043
	Iteration 15Q: 3 clusters Score -1559318 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1559397.750000 Penalty: 4591.394043
	Iteration 16Q: 3 clusters Score -1559398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1559478.500000 Penalty: 4591.394043
	Iteration 17Q: 3 clusters Score -1559478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1559536.000000 Penalty: 4591.394043
	Iteration 18Q: 3 clusters Score -1559536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1559574.500000 Penalty: 4591.394043
	Iteration 19Q: 3 clusters Score -1559574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1559620.250000 Penalty: 4591.394043
	Iteration 20F: 3 clusters Score -1559620 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1559666.500000 Penalty: 4591.394043
	Iteration 21Q: 3 clusters Score -1559666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1559715.750000 Penalty: 4591.394043
	Iteration 22Q: 3 clusters Score -1559716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1559786.375000 Penalty: 4591.394043
	Iteration 23Q: 3 clusters Score -1559786 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1559864.500000 Penalty: 4591.394043
	Iteration 24Q: 3 clusters Score -1559864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1559942.375000 Penalty: 4591.394043
	Iteration 25Q: 3 clusters Score -1559942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1560027.125000 Penalty: 4591.394043
	Iteration 26Q: 3 clusters Score -1560027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1560131.375000 Penalty: 4591.394043
	Iteration 27Q: 3 clusters Score -1560131 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1560231.750000 Penalty: 4591.394043
	Iteration 28Q: 3 clusters Score -1560232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1560317.875000 Penalty: 4591.394043
	Iteration 29Q: 3 clusters Score -1560318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1560386.000000 Penalty: 4591.394043
	Iteration 30Q: 3 clusters Score -1560386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1560426.125000 Penalty: 4591.394043
	Iteration 31Q: 3 clusters Score -1560426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1560455.125000 Penalty: 4591.394043
	Iteration 32Q: 3 clusters Score -1560455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1560474.000000 Penalty: 4591.394043
	Iteration 33Q: 3 clusters Score -1560474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1560485.500000 Penalty: 4591.394043
	Iteration 34Q: 3 clusters Score -1560486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1560495.625000 Penalty: 4591.394043
	Iteration 35Q: 3 clusters Score -1560496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1560502.625000 Penalty: 4591.394043
	Iteration 36Q: 3 clusters Score -1560503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1560507.250000 Penalty: 4591.394043
	Iteration 37Q: 3 clusters Score -1560507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1560517.125000 Penalty: 4591.394043
	Iteration 38Q: 3 clusters Score -1560517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1560521.125000 Penalty: 4591.394043
	Iteration 39Q: 3 clusters Score -1560521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1560531.000000 Penalty: 4591.394043
	Iteration 40F: 3 clusters Score -1560531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1560539.750000 Penalty: 4591.394043
	Iteration 41Q: 3 clusters Score -1560540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1560543.000000 Penalty: 4591.394043
	Iteration 42Q: 3 clusters Score -1560543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1560541.625000 Penalty: 4591.394043
	Iteration 43Q: 3 clusters Score -1560542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1560544.625000 Penalty: 4591.394043
	Iteration 44Q: 3 clusters Score -1560545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1560546.250000 Penalty: 4591.394043
	Iteration 45Q: 3 clusters Score -1560546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1560544.750000 Penalty: 4591.394043
	Iteration 46Q: 3 clusters Score -1560545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1560545.250000 Penalty: 4591.394043
	Iteration 47Q: 3 clusters Score -1560545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1560545.250000 Penalty: 4591.394043
	Iteration 48F: 3 clusters Score -1560545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (117049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Entering Unmasked Estep 
Score: -18407952.000000 Penalty: 2894.246338
	Iteration 0F: 2 clusters Score -1.840795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -18336922.000000 Penalty: 5788.492676
	Iteration 0F: 3 clusters Score -1.833692e+07 nChanged 55640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -18369738.000000 Penalty: 5788.492676
	Iteration 1F: 3 clusters Score -1.836974e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -18371560.000000 Penalty: 5788.492676
	Iteration 2Q: 3 clusters Score -1.837156e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -18374126.000000 Penalty: 5788.492676
	Iteration 3F: 3 clusters Score -1.837413e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -18377034.000000 Penalty: 5788.492676
	Iteration 4F: 3 clusters Score -1.837703e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -18379576.000000 Penalty: 5788.492676
	Iteration 5F: 3 clusters Score -1.837958e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -18381664.000000 Penalty: 5788.492676
	Iteration 6F: 3 clusters Score -1.838166e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -18383088.000000 Penalty: 5788.492676
	Iteration 7F: 3 clusters Score -1.838309e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -18384104.000000 Penalty: 5788.492676
	Iteration 8Q: 3 clusters Score -1.83841e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -18384762.000000 Penalty: 5788.492676
	Iteration 9Q: 3 clusters Score -1.838476e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -18385166.000000 Penalty: 5788.492676
	Iteration 10Q: 3 clusters Score -1.838517e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -18385530.000000 Penalty: 5788.492676
	Iteration 11Q: 3 clusters Score -1.838553e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -18385910.000000 Penalty: 5788.492676
	Iteration 12Q: 3 clusters Score -1.838591e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -18386528.000000 Penalty: 5788.492676
	Iteration 13Q: 3 clusters Score -1.838653e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -18387330.000000 Penalty: 5788.492676
	Iteration 14Q: 3 clusters Score -1.838733e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -18388468.000000 Penalty: 5788.492676
	Iteration 15Q: 3 clusters Score -1.838847e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -18389576.000000 Penalty: 5788.492676
	Iteration 16Q: 3 clusters Score -1.838958e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -18390600.000000 Penalty: 5788.492676
	Iteration 17Q: 3 clusters Score -1.83906e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -18391214.000000 Penalty: 5788.492676
	Iteration 18Q: 3 clusters Score -1.839121e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -18391492.000000 Penalty: 5788.492676
	Iteration 19Q: 3 clusters Score -1.839149e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -18391674.000000 Penalty: 5788.492676
	Iteration 20F: 3 clusters Score -1.839167e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -18391768.000000 Penalty: 5788.492676
	Iteration 21Q: 3 clusters Score -1.839177e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -18391742.000000 Penalty: 5788.492676
	Iteration 22Q: 3 clusters Score -1.839174e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -18391780.000000 Penalty: 5788.492676
	Iteration 23Q: 3 clusters Score -1.839178e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -18391758.000000 Penalty: 5788.492676
	Iteration 24Q: 3 clusters Score -1.839176e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -18391720.000000 Penalty: 5788.492676
	Iteration 25Q: 3 clusters Score -1.839172e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -18391778.000000 Penalty: 5788.492676
	Iteration 26Q: 3 clusters Score -1.839178e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -18391724.000000 Penalty: 5788.492676
	Iteration 27Q: 3 clusters Score -1.839172e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -18391676.000000 Penalty: 5788.492676
	Iteration 28Q: 3 clusters Score -1.839168e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -18391610.000000 Penalty: 5788.492676
	Iteration 29Q: 3 clusters Score -1.839161e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -18391648.000000 Penalty: 5788.492676
	Iteration 30Q: 3 clusters Score -1.839165e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -18391686.000000 Penalty: 5788.492676
	Iteration 31Q: 3 clusters Score -1.839169e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -18391786.000000 Penalty: 5788.492676
	Iteration 32Q: 3 clusters Score -1.839179e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -18391782.000000 Penalty: 5788.492676
	Iteration 33Q: 3 clusters Score -1.839178e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -18391780.000000 Penalty: 5788.492676
	Iteration 34Q: 3 clusters Score -1.839178e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -18391910.000000 Penalty: 5788.492676
	Iteration 35Q: 3 clusters Score -1.839191e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -18392090.000000 Penalty: 5788.492676
	Iteration 36Q: 3 clusters Score -1.839209e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -18392144.000000 Penalty: 5788.492676
	Iteration 37Q: 3 clusters Score -1.839214e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -18392164.000000 Penalty: 5788.492676
	Iteration 38Q: 3 clusters Score -1.839216e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -18392220.000000 Penalty: 5788.492676
	Iteration 39Q: 3 clusters Score -1.839222e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -18392196.000000 Penalty: 5788.492676
	Iteration 40F: 3 clusters Score -1.83922e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -18392218.000000 Penalty: 5788.492676
	Iteration 41Q: 3 clusters Score -1.839222e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -18392236.000000 Penalty: 5788.492676
	Iteration 42Q: 3 clusters Score -1.839224e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -18392236.000000 Penalty: 5788.492676
	Iteration 43Q: 3 clusters Score -1.839224e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -18392438.000000 Penalty: 5788.492676
	Iteration 44Q: 3 clusters Score -1.839244e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -18392566.000000 Penalty: 5788.492676
	Iteration 45Q: 3 clusters Score -1.839257e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -18392606.000000 Penalty: 5788.492676
	Iteration 46Q: 3 clusters Score -1.839261e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -18392608.000000 Penalty: 5788.492676
	Iteration 47Q: 3 clusters Score -1.839261e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -18392600.000000 Penalty: 5788.492676
	Iteration 48Q: 3 clusters Score -1.83926e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -18392564.000000 Penalty: 5788.492676
	Iteration 49Q: 3 clusters Score -1.839256e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -18392628.000000 Penalty: 5788.492676
	Iteration 50Q: 3 clusters Score -1.839263e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -18392694.000000 Penalty: 5788.492676
	Iteration 51Q: 3 clusters Score -1.839269e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -18392736.000000 Penalty: 5788.492676
	Iteration 52Q: 3 clusters Score -1.839274e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -18392806.000000 Penalty: 5788.492676
	Iteration 53Q: 3 clusters Score -1.839281e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -18392800.000000 Penalty: 5788.492676
	Iteration 54Q: 3 clusters Score -1.83928e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -18392956.000000 Penalty: 5788.492676
	Iteration 55Q: 3 clusters Score -1.839296e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -18393176.000000 Penalty: 5788.492676
	Iteration 56Q: 3 clusters Score -1.839318e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -18393362.000000 Penalty: 5788.492676
	Iteration 57Q: 3 clusters Score -1.839336e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -18393378.000000 Penalty: 5788.492676
	Iteration 58Q: 3 clusters Score -1.839338e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -18393454.000000 Penalty: 5788.492676
	Iteration 59Q: 3 clusters Score -1.839345e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -18395016.000000 Penalty: 5788.492676
	Iteration 60F: 3 clusters Score -1.839502e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -18396526.000000 Penalty: 5788.492676
	Iteration 61Q: 3 clusters Score -1.839653e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -18397378.000000 Penalty: 5788.492676
	Iteration 62Q: 3 clusters Score -1.839738e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -18398214.000000 Penalty: 5788.492676
	Iteration 63Q: 3 clusters Score -1.839821e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -18398948.000000 Penalty: 5788.492676
	Iteration 64Q: 3 clusters Score -1.839895e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -18399816.000000 Penalty: 5788.492676
	Iteration 65Q: 3 clusters Score -1.839982e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -18401032.000000 Penalty: 5788.492676
	Iteration 66Q: 3 clusters Score -1.840103e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -18401816.000000 Penalty: 5788.492676
	Iteration 67Q: 3 clusters Score -1.840182e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -18402538.000000 Penalty: 5788.492676
	Iteration 68Q: 3 clusters Score -1.840254e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -18402970.000000 Penalty: 5788.492676
	Iteration 69Q: 3 clusters Score -1.840297e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -18403442.000000 Penalty: 5788.492676
	Iteration 70Q: 3 clusters Score -1.840344e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -18403850.000000 Penalty: 5788.492676
	Iteration 71Q: 3 clusters Score -1.840385e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -18404176.000000 Penalty: 5788.492676
	Iteration 72Q: 3 clusters Score -1.840418e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -18404416.000000 Penalty: 5788.492676
	Iteration 73Q: 3 clusters Score -1.840442e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -18404664.000000 Penalty: 5788.492676
	Iteration 74Q: 3 clusters Score -1.840466e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -18404806.000000 Penalty: 5788.492676
	Iteration 75Q: 3 clusters Score -1.840481e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -18404932.000000 Penalty: 5788.492676
	Iteration 76Q: 3 clusters Score -1.840493e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -18405064.000000 Penalty: 5788.492676
	Iteration 77Q: 3 clusters Score -1.840506e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -18405248.000000 Penalty: 5788.492676
	Iteration 78Q: 3 clusters Score -1.840525e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -18405326.000000 Penalty: 5788.492676
	Iteration 79Q: 3 clusters Score -1.840533e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -18405504.000000 Penalty: 5788.492676
	Iteration 80F: 3 clusters Score -1.84055e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -18405628.000000 Penalty: 5788.492676
	Iteration 81Q: 3 clusters Score -1.840563e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -18405720.000000 Penalty: 5788.492676
	Iteration 82Q: 3 clusters Score -1.840572e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -18405746.000000 Penalty: 5788.492676
	Iteration 83Q: 3 clusters Score -1.840575e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -18405810.000000 Penalty: 5788.492676
	Iteration 84Q: 3 clusters Score -1.840581e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -18405846.000000 Penalty: 5788.492676
	Iteration 85Q: 3 clusters Score -1.840585e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -18405836.000000 Penalty: 5788.492676
	Iteration 86Q: 3 clusters Score -1.840584e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -18405854.000000 Penalty: 5788.492676
	Iteration 87Q: 3 clusters Score -1.840585e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -18405886.000000 Penalty: 5788.492676
	Iteration 88Q: 3 clusters Score -1.840589e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -18405910.000000 Penalty: 5788.492676
	Iteration 89Q: 3 clusters Score -1.840591e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -18405928.000000 Penalty: 5788.492676
	Iteration 90Q: 3 clusters Score -1.840593e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -18405934.000000 Penalty: 5788.492676
	Iteration 91Q: 3 clusters Score -1.840593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -18405976.000000 Penalty: 5788.492676
	Iteration 92Q: 3 clusters Score -1.840598e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -18405954.000000 Penalty: 5788.492676
	Iteration 93Q: 3 clusters Score -1.840595e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -18405992.000000 Penalty: 5788.492676
	Iteration 94Q: 3 clusters Score -1.840599e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -18406040.000000 Penalty: 5788.492676
	Iteration 95Q: 3 clusters Score -1.840604e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -18406054.000000 Penalty: 5788.492676
	Iteration 96Q: 3 clusters Score -1.840605e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -18406096.000000 Penalty: 5788.492676
	Iteration 97Q: 3 clusters Score -1.84061e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -18406108.000000 Penalty: 5788.492676
	Iteration 98Q: 3 clusters Score -1.840611e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -18406098.000000 Penalty: 5788.492676
	Iteration 99Q: 3 clusters Score -1.84061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -18406076.000000 Penalty: 5788.492676
	Iteration 100F: 3 clusters Score -1.840608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -18406090.000000 Penalty: 5788.492676
	Iteration 101Q: 3 clusters Score -1.840609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -18406066.000000 Penalty: 5788.492676
	Iteration 102Q: 3 clusters Score -1.840607e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -18406078.000000 Penalty: 5788.492676
	Iteration 103Q: 3 clusters Score -1.840608e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -18406082.000000 Penalty: 5788.492676
	Iteration 104Q: 3 clusters Score -1.840608e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -18406104.000000 Penalty: 5788.492676
	Iteration 105Q: 3 clusters Score -1.84061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -18406114.000000 Penalty: 5788.492676
	Iteration 106Q: 3 clusters Score -1.840611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -18406128.000000 Penalty: 5788.492676
	Iteration 107Q: 3 clusters Score -1.840613e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -18406148.000000 Penalty: 5788.492676
	Iteration 108Q: 3 clusters Score -1.840615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -18406122.000000 Penalty: 5788.492676
	Iteration 109Q: 3 clusters Score -1.840612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -18406176.000000 Penalty: 5788.492676
	Iteration 110Q: 3 clusters Score -1.840618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -18406172.000000 Penalty: 5788.492676
	Iteration 111Q: 3 clusters Score -1.840617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -18406170.000000 Penalty: 5788.492676
	Iteration 112Q: 3 clusters Score -1.840617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -18406142.000000 Penalty: 5788.492676
	Iteration 113Q: 3 clusters Score -1.840614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -18406138.000000 Penalty: 5788.492676
	Iteration 114Q: 3 clusters Score -1.840614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -18406146.000000 Penalty: 5788.492676
	Iteration 115Q: 3 clusters Score -1.840615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -18406162.000000 Penalty: 5788.492676
	Iteration 116Q: 3 clusters Score -1.840616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -18406186.000000 Penalty: 5788.492676
	Iteration 117Q: 3 clusters Score -1.840619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -18406196.000000 Penalty: 5788.492676
	Iteration 118Q: 3 clusters Score -1.84062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -18406194.000000 Penalty: 5788.492676
	Iteration 119Q: 3 clusters Score -1.840619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -18406220.000000 Penalty: 5788.492676
	Iteration 120F: 3 clusters Score -1.840622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -18406206.000000 Penalty: 5788.492676
	Iteration 121Q: 3 clusters Score -1.840621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -18406222.000000 Penalty: 5788.492676
	Iteration 122Q: 3 clusters Score -1.840622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -18406244.000000 Penalty: 5788.492676
	Iteration 123Q: 3 clusters Score -1.840624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -18406248.000000 Penalty: 5788.492676
	Iteration 124Q: 3 clusters Score -1.840625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -18406242.000000 Penalty: 5788.492676
	Iteration 125Q: 3 clusters Score -1.840624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -18406238.000000 Penalty: 5788.492676
	Iteration 126Q: 3 clusters Score -1.840624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -18406246.000000 Penalty: 5788.492676
	Iteration 127Q: 3 clusters Score -1.840625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -18406244.000000 Penalty: 5788.492676
	Iteration 128Q: 3 clusters Score -1.840624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -18406244.000000 Penalty: 5788.492676
	Iteration 129Q: 3 clusters Score -1.840624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18406254.000000 Penalty: 5788.492676
	Iteration 130Q: 3 clusters Score -1.840625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -18406284.000000 Penalty: 5788.492676
	Iteration 131Q: 3 clusters Score -1.840628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -18406290.000000 Penalty: 5788.492676
	Iteration 132Q: 3 clusters Score -1.840629e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -18406320.000000 Penalty: 5788.492676
	Iteration 133Q: 3 clusters Score -1.840632e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -18406330.000000 Penalty: 5788.492676
	Iteration 134Q: 3 clusters Score -1.840633e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -18406330.000000 Penalty: 5788.492676
	Iteration 135Q: 3 clusters Score -1.840633e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110680 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -18406328.000000 Penalty: 5788.492676
	Iteration 136Q: 3 clusters Score -1.840633e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -18406336.000000 Penalty: 5788.492676
	Iteration 137Q: 3 clusters Score -1.840634e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -18406356.000000 Penalty: 5788.492676
	Iteration 138Q: 3 clusters Score -1.840636e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -18406368.000000 Penalty: 5788.492676
	Iteration 139Q: 3 clusters Score -1.840637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -18406360.000000 Penalty: 5788.492676
	Iteration 140F: 3 clusters Score -1.840636e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -18406392.000000 Penalty: 5788.492676
	Iteration 141Q: 3 clusters Score -1.840639e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -18406442.000000 Penalty: 5788.492676
	Iteration 142Q: 3 clusters Score -1.840644e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -18406458.000000 Penalty: 5788.492676
	Iteration 143Q: 3 clusters Score -1.840646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -18406472.000000 Penalty: 5788.492676
	Iteration 144Q: 3 clusters Score -1.840647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -18406488.000000 Penalty: 5788.492676
	Iteration 145Q: 3 clusters Score -1.840649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -18406492.000000 Penalty: 5788.492676
	Iteration 146Q: 3 clusters Score -1.840649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -18406518.000000 Penalty: 5788.492676
	Iteration 147Q: 3 clusters Score -1.840652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -18406506.000000 Penalty: 5788.492676
	Iteration 148Q: 3 clusters Score -1.840651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -18406520.000000 Penalty: 5788.492676
	Iteration 149Q: 3 clusters Score -1.840652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -18406508.000000 Penalty: 5788.492676
	Iteration 150Q: 3 clusters Score -1.840651e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111696 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -18406486.000000 Penalty: 5788.492676
	Iteration 151Q: 3 clusters Score -1.840649e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -18406476.000000 Penalty: 5788.492676
	Iteration 152Q: 3 clusters Score -1.840648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -18406492.000000 Penalty: 5788.492676
	Iteration 153Q: 3 clusters Score -1.840649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -18406490.000000 Penalty: 5788.492676
	Iteration 154Q: 3 clusters Score -1.840649e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18406540.000000 Penalty: 5788.492676
	Iteration 155Q: 3 clusters Score -1.840654e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -18406508.000000 Penalty: 5788.492676
	Iteration 156Q: 3 clusters Score -1.840651e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -18406532.000000 Penalty: 5788.492676
	Iteration 157Q: 3 clusters Score -1.840653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18406544.000000 Penalty: 5788.492676
	Iteration 158Q: 3 clusters Score -1.840654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -18406584.000000 Penalty: 5788.492676
	Iteration 159Q: 3 clusters Score -1.840658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -18406616.000000 Penalty: 5788.492676
	Iteration 160F: 3 clusters Score -1.840662e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -18406632.000000 Penalty: 5788.492676
	Iteration 161Q: 3 clusters Score -1.840663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -18406606.000000 Penalty: 5788.492676
	Iteration 162Q: 3 clusters Score -1.840661e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -18406598.000000 Penalty: 5788.492676
	Iteration 163Q: 3 clusters Score -1.84066e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -18406626.000000 Penalty: 5788.492676
	Iteration 164Q: 3 clusters Score -1.840663e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112631 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -18406656.000000 Penalty: 5788.492676
	Iteration 165Q: 3 clusters Score -1.840666e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112705 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -18406660.000000 Penalty: 5788.492676
	Iteration 166Q: 3 clusters Score -1.840666e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -18406678.000000 Penalty: 5788.492676
	Iteration 167Q: 3 clusters Score -1.840668e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -18406664.000000 Penalty: 5788.492676
	Iteration 168Q: 3 clusters Score -1.840666e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -18406664.000000 Penalty: 5788.492676
	Iteration 169Q: 3 clusters Score -1.840666e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -18406666.000000 Penalty: 5788.492676
	Iteration 170Q: 3 clusters Score -1.840667e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -18406674.000000 Penalty: 5788.492676
	Iteration 171Q: 3 clusters Score -1.840667e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -18406676.000000 Penalty: 5788.492676
	Iteration 172Q: 3 clusters Score -1.840668e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -18406708.000000 Penalty: 5788.492676
	Iteration 173Q: 3 clusters Score -1.840671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -18406714.000000 Penalty: 5788.492676
	Iteration 174Q: 3 clusters Score -1.840671e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113446 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -18406722.000000 Penalty: 5788.492676
	Iteration 175Q: 3 clusters Score -1.840672e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -18406776.000000 Penalty: 5788.492676
	Iteration 176Q: 3 clusters Score -1.840678e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -18406794.000000 Penalty: 5788.492676
	Iteration 177Q: 3 clusters Score -1.840679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18406780.000000 Penalty: 5788.492676
	Iteration 178Q: 3 clusters Score -1.840678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18406764.000000 Penalty: 5788.492676
	Iteration 179Q: 3 clusters Score -1.840676e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113730 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -18406776.000000 Penalty: 5788.492676
	Iteration 180F: 3 clusters Score -1.840678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -18406768.000000 Penalty: 5788.492676
	Iteration 181Q: 3 clusters Score -1.840677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -18406770.000000 Penalty: 5788.492676
	Iteration 182Q: 3 clusters Score -1.840677e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -18406748.000000 Penalty: 5788.492676
	Iteration 183Q: 3 clusters Score -1.840675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -18406764.000000 Penalty: 5788.492676
	Iteration 184Q: 3 clusters Score -1.840676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -18406788.000000 Penalty: 5788.492676
	Iteration 185Q: 3 clusters Score -1.840679e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18406756.000000 Penalty: 5788.492676
	Iteration 186Q: 3 clusters Score -1.840676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -18406754.000000 Penalty: 5788.492676
	Iteration 187Q: 3 clusters Score -1.840675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18406736.000000 Penalty: 5788.492676
	Iteration 188Q: 3 clusters Score -1.840674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -18406728.000000 Penalty: 5788.492676
	Iteration 189Q: 3 clusters Score -1.840673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -18406736.000000 Penalty: 5788.492676
	Iteration 190Q: 3 clusters Score -1.840674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -18406748.000000 Penalty: 5788.492676
	Iteration 191Q: 3 clusters Score -1.840675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -18406746.000000 Penalty: 5788.492676
	Iteration 192Q: 3 clusters Score -1.840675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -18406736.000000 Penalty: 5788.492676
	Iteration 193Q: 3 clusters Score -1.840674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -18406740.000000 Penalty: 5788.492676
	Iteration 194Q: 3 clusters Score -1.840674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114278 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -18406738.000000 Penalty: 5788.492676
	Iteration 195Q: 3 clusters Score -1.840674e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -18406742.000000 Penalty: 5788.492676
	Iteration 196Q: 3 clusters Score -1.840674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -18406728.000000 Penalty: 5788.492676
	Iteration 197Q: 3 clusters Score -1.840673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18406722.000000 Penalty: 5788.492676
	Iteration 198Q: 3 clusters Score -1.840672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -18406718.000000 Penalty: 5788.492676
	Iteration 199Q: 3 clusters Score -1.840672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -18406728.000000 Penalty: 5788.492676
	Iteration 200F: 3 clusters Score -1.840673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -18406738.000000 Penalty: 5788.492676
	Iteration 201Q: 3 clusters Score -1.840674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114500 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -18406726.000000 Penalty: 5788.492676
	Iteration 202Q: 3 clusters Score -1.840673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114523 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -18406736.000000 Penalty: 5788.492676
	Iteration 203Q: 3 clusters Score -1.840674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -18406724.000000 Penalty: 5788.492676
	Iteration 204Q: 3 clusters Score -1.840672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -18406730.000000 Penalty: 5788.492676
	Iteration 205Q: 3 clusters Score -1.840673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18406748.000000 Penalty: 5788.492676
	Iteration 206Q: 3 clusters Score -1.840675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18406756.000000 Penalty: 5788.492676
	Iteration 207Q: 3 clusters Score -1.840676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18406754.000000 Penalty: 5788.492676
	Iteration 208Q: 3 clusters Score -1.840675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -18406768.000000 Penalty: 5788.492676
	Iteration 209Q: 3 clusters Score -1.840677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -18406758.000000 Penalty: 5788.492676
	Iteration 210Q: 3 clusters Score -1.840676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -18406782.000000 Penalty: 5788.492676
	Iteration 211Q: 3 clusters Score -1.840678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -18406774.000000 Penalty: 5788.492676
	Iteration 212Q: 3 clusters Score -1.840677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18406780.000000 Penalty: 5788.492676
	Iteration 213Q: 3 clusters Score -1.840678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -18406764.000000 Penalty: 5788.492676
	Iteration 214Q: 3 clusters Score -1.840676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -18406764.000000 Penalty: 5788.492676
	Iteration 215Q: 3 clusters Score -1.840676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114686 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18406768.000000 Penalty: 5788.492676
	Iteration 216Q: 3 clusters Score -1.840677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18406776.000000 Penalty: 5788.492676
	Iteration 217Q: 3 clusters Score -1.840678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -18406782.000000 Penalty: 5788.492676
	Iteration 218Q: 3 clusters Score -1.840678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18406766.000000 Penalty: 5788.492676
	Iteration 219Q: 3 clusters Score -1.840677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -18406756.000000 Penalty: 5788.492676
	Iteration 220F: 3 clusters Score -1.840676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -18406740.000000 Penalty: 5788.492676
	Iteration 221Q: 3 clusters Score -1.840674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18406744.000000 Penalty: 5788.492676
	Iteration 222Q: 3 clusters Score -1.840674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18406752.000000 Penalty: 5788.492676
	Iteration 223Q: 3 clusters Score -1.840675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18406744.000000 Penalty: 5788.492676
	Iteration 224Q: 3 clusters Score -1.840674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18406748.000000 Penalty: 5788.492676
	Iteration 225Q: 3 clusters Score -1.840675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -18406740.000000 Penalty: 5788.492676
	Iteration 226Q: 3 clusters Score -1.840674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -18406754.000000 Penalty: 5788.492676
	Iteration 227Q: 3 clusters Score -1.840675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -18406740.000000 Penalty: 5788.492676
	Iteration 228Q: 3 clusters Score -1.840674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -18406748.000000 Penalty: 5788.492676
	Iteration 229Q: 3 clusters Score -1.840675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -18406744.000000 Penalty: 5788.492676
	Iteration 230Q: 3 clusters Score -1.840674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18406746.000000 Penalty: 5788.492676
	Iteration 231Q: 3 clusters Score -1.840675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114763 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -18406736.000000 Penalty: 5788.492676
	Iteration 232Q: 3 clusters Score -1.840674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18406720.000000 Penalty: 5788.492676
	Iteration 233Q: 3 clusters Score -1.840672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -18406740.000000 Penalty: 5788.492676
	Iteration 234Q: 3 clusters Score -1.840674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -18406712.000000 Penalty: 5788.492676
	Iteration 235Q: 3 clusters Score -1.840671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -18406712.000000 Penalty: 5788.492676
	Iteration 236Q: 3 clusters Score -1.840671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -18406724.000000 Penalty: 5788.492676
	Iteration 237Q: 3 clusters Score -1.840672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114811 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18406724.000000 Penalty: 5788.492676
	Iteration 238Q: 3 clusters Score -1.840672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18406722.000000 Penalty: 5788.492676
	Iteration 239Q: 3 clusters Score -1.840672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114823 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -18406722.000000 Penalty: 5788.492676
	Iteration 240F: 3 clusters Score -1.840672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114830 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -18406710.000000 Penalty: 5788.492676
	Iteration 241Q: 3 clusters Score -1.840671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -18406714.000000 Penalty: 5788.492676
	Iteration 242Q: 3 clusters Score -1.840671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114841 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -18406730.000000 Penalty: 5788.492676
	Iteration 243Q: 3 clusters Score -1.840673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -18406734.000000 Penalty: 5788.492676
	Iteration 244Q: 3 clusters Score -1.840673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -18406726.000000 Penalty: 5788.492676
	Iteration 245Q: 3 clusters Score -1.840673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -18406732.000000 Penalty: 5788.492676
	Iteration 246Q: 3 clusters Score -1.840673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -18406744.000000 Penalty: 5788.492676
	Iteration 247Q: 3 clusters Score -1.840674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18406730.000000 Penalty: 5788.492676
	Iteration 248Q: 3 clusters Score -1.840673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18406734.000000 Penalty: 5788.492676
	Iteration 249Q: 3 clusters Score -1.840673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -18406728.000000 Penalty: 5788.492676
	Iteration 250Q: 3 clusters Score -1.840673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -18406728.000000 Penalty: 5788.492676
	Iteration 251F: 3 clusters Score -1.840673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -24371.689453 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -24371.69 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 81 members 
Entering Unmasked Estep 
Score: -23302.472656 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -23302.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23352.074219 Penalty: 2581.187256
	Iteration 1Q: 3 clusters Score -23352.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23361.621094 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -23361.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23361.621094 Penalty: 2581.187256
	Iteration 3F: 3 clusters Score -23361.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -2188247.250000 Penalty: 2379.793701
	Iteration 0F: 2 clusters Score -2188247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2177618.000000 Penalty: 4759.587402
	Iteration 0F: 3 clusters Score -2177618 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2181310.000000 Penalty: 4759.587402
	Iteration 1F: 3 clusters Score -2181310 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2182258.750000 Penalty: 4759.587402
	Iteration 2F: 3 clusters Score -2182259 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2183328.250000 Penalty: 4759.587402
	Iteration 3F: 3 clusters Score -2183328 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2184236.750000 Penalty: 4759.587402
	Iteration 4F: 3 clusters Score -2184237 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2184851.750000 Penalty: 4759.587402
	Iteration 5F: 3 clusters Score -2184852 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2185233.000000 Penalty: 4759.587402
	Iteration 6F: 3 clusters Score -2185233 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2185492.000000 Penalty: 4759.587402
	Iteration 7Q: 3 clusters Score -2185492 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2185656.750000 Penalty: 4759.587402
	Iteration 8Q: 3 clusters Score -2185657 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2185786.750000 Penalty: 4759.587402
	Iteration 9Q: 3 clusters Score -2185787 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2185914.000000 Penalty: 4759.587402
	Iteration 10Q: 3 clusters Score -2185914 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2186026.250000 Penalty: 4759.587402
	Iteration 11Q: 3 clusters Score -2186026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2186139.000000 Penalty: 4759.587402
	Iteration 12Q: 3 clusters Score -2186139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2186241.000000 Penalty: 4759.587402
	Iteration 13Q: 3 clusters Score -2186241 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2186364.000000 Penalty: 4759.587402
	Iteration 14Q: 3 clusters Score -2186364 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2186470.000000 Penalty: 4759.587402
	Iteration 15Q: 3 clusters Score -2186470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2186592.250000 Penalty: 4759.587402
	Iteration 16Q: 3 clusters Score -2186592 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2186735.000000 Penalty: 4759.587402
	Iteration 17Q: 3 clusters Score -2186735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2186853.750000 Penalty: 4759.587402
	Iteration 18Q: 3 clusters Score -2186854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2186926.250000 Penalty: 4759.587402
	Iteration 19Q: 3 clusters Score -2186926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2186979.500000 Penalty: 4759.587402
	Iteration 20F: 3 clusters Score -2186980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2187029.000000 Penalty: 4759.587402
	Iteration 21Q: 3 clusters Score -2187029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2187055.000000 Penalty: 4759.587402
	Iteration 22Q: 3 clusters Score -2187055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2187081.250000 Penalty: 4759.587402
	Iteration 23Q: 3 clusters Score -2187081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2187102.000000 Penalty: 4759.587402
	Iteration 24Q: 3 clusters Score -2187102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2187119.250000 Penalty: 4759.587402
	Iteration 25Q: 3 clusters Score -2187119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2187135.500000 Penalty: 4759.587402
	Iteration 26Q: 3 clusters Score -2187136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2187139.500000 Penalty: 4759.587402
	Iteration 27Q: 3 clusters Score -2187140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2187152.250000 Penalty: 4759.587402
	Iteration 28Q: 3 clusters Score -2187152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2187158.500000 Penalty: 4759.587402
	Iteration 29Q: 3 clusters Score -2187158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2187164.000000 Penalty: 4759.587402
	Iteration 30Q: 3 clusters Score -2187164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2187170.750000 Penalty: 4759.587402
	Iteration 31Q: 3 clusters Score -2187171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2187173.500000 Penalty: 4759.587402
	Iteration 32Q: 3 clusters Score -2187174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2187174.250000 Penalty: 4759.587402
	Iteration 33Q: 3 clusters Score -2187174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2187177.250000 Penalty: 4759.587402
	Iteration 34Q: 3 clusters Score -2187177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2187177.250000 Penalty: 4759.587402
	Iteration 35F: 3 clusters Score -2187177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -1067835.875000 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -1067836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1061893.000000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -1061893 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1063544.625000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -1063545 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1063846.875000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -1063847 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1064066.625000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -1064067 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1064242.125000 Penalty: 4406.147949
	Iteration 4Q: 3 clusters Score -1064242 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1064420.000000 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -1064420 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1064586.750000 Penalty: 4406.147949
	Iteration 6Q: 3 clusters Score -1064587 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1064730.875000 Penalty: 4406.147949
	Iteration 7Q: 3 clusters Score -1064731 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1064856.000000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -1064856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1064971.500000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -1064972 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1065086.000000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -1065086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1065213.750000 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -1065214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1065368.375000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -1065368 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1065530.000000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -1065530 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1065692.875000 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -1065693 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1065978.625000 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -1065979 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1066405.250000 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -1066405 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1066894.750000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -1066895 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1067277.000000 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -1067277 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1067463.875000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -1067464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1067554.125000 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -1067554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1067588.250000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -1067588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1067611.250000 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -1067611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1067633.000000 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -1067633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1067655.500000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -1067656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1067680.750000 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -1067681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1067706.125000 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -1067706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1067722.375000 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -1067722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1067732.250000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -1067732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1067742.250000 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -1067742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1067748.125000 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -1067748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1067749.250000 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -1067749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1067750.625000 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -1067751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1067753.125000 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -1067753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1067752.250000 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -1067752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1067752.250000 Penalty: 4406.147949
	Iteration 35F: 3 clusters Score -1067752 nChanged 0
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364591392.000000 Penalty: 156606.718750
23->44 Clusters: Score -364591392.000000, best is -364750048.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 34790 members 
Mstep: Class 3 contains 34800 members 
Mstep: Class 4 contains 34242 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 34227 members 
Mstep: Class 7 contains 34411 members 
Mstep: Class 8 contains 34355 members 
Mstep: Class 9 contains 34683 members 
Mstep: Class 10 contains 34484 members 
Mstep: Class 11 contains 34588 members 
Mstep: Class 12 contains 34648 members 
Mstep: Class 13 contains 35000 members 
Mstep: Class 14 contains 34688 members 
Mstep: Class 15 contains 34507 members 
Mstep: Class 16 contains 34802 members 
Mstep: Class 17 contains 34621 members 
Mstep: Class 18 contains 34614 members 
Mstep: Class 19 contains 34424 members 
Mstep: Class 20 contains 34737 members 
Mstep: Class 21 contains 34579 members 
Mstep: Class 22 contains 34556 members 
Mstep: Class 23 contains 34670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1761.663940 but Gain 3369.562500
Score: -114549944.000000 Penalty: 74130.335938
Iteration 0F: 23 clusters Score -1.145499e+08 nChanged 760813
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 3374 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 17393 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 9 contains 520508 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 12245 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 5525 members 
Mstep: Class 14 contains 12387 members 
Mstep: Class 15 contains 64063 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 36875 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 9495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117192464.000000 Penalty: 74130.335938
Iteration 1F: 23 clusters Score -1.171925e+08 nChanged 257997
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 14350 members 
Mstep: Class 4 contains 33078 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 4869 members 
Mstep: Class 9 contains 437527 members 
Mstep: Class 10 contains 16140 members 
Mstep: Class 11 contains 8911 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 11592 members 
Mstep: Class 15 contains 84471 members 
Mstep: Class 16 contains 12269 members 
Mstep: Class 17 contains 1167 members 
Mstep: Class 18 contains 84050 members 
Mstep: Class 19 contains 1138 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 6202 members 
Mstep: Class 22 contains 3684 members 
Mstep: Class 23 contains 13424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118228824.000000 Penalty: 74130.335938
Iteration 2F: 23 clusters Score -1.182288e+08 nChanged 227241
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 62867 members 
Mstep: Class 5 contains 9822 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 9 contains 315213 members 
Mstep: Class 10 contains 16746 members 
Mstep: Class 11 contains 15931 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 13907 members 
Mstep: Class 15 contains 101525 members 
Mstep: Class 16 contains 9504 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 125811 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 3541 members 
Mstep: Class 23 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118961520.000000 Penalty: 74130.335938
Iteration 3F: 23 clusters Score -1.189615e+08 nChanged 158333
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 53898 members 
Mstep: Class 4 contains 87150 members 
Mstep: Class 5 contains 12593 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 9 contains 243274 members 
Mstep: Class 10 contains 15773 members 
Mstep: Class 11 contains 19766 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 16173 members 
Mstep: Class 15 contains 115376 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 129444 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119324584.000000 Penalty: 74130.335938
Iteration 4F: 23 clusters Score -1.193246e+08 nChanged 114059
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 9574 members 
Mstep: Class 3 contains 72846 members 
Mstep: Class 4 contains 96181 members 
Mstep: Class 5 contains 14258 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 9 contains 198413 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 20506 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 129240 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 17 contains 815 members 
Mstep: Class 18 contains 124058 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 14758 members 
Mstep: Class 22 contains 3863 members 
Mstep: Class 23 contains 14169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119544952.000000 Penalty: 74130.335938
Iteration 5F: 23 clusters Score -1.19545e+08 nChanged 86259
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 86426 members 
Mstep: Class 4 contains 95062 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 9 contains 170250 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 20166 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 11580 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 15 contains 140134 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 18 contains 118591 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 9048 members 
Mstep: Class 21 contains 18415 members 
Mstep: Class 22 contains 4469 members 
Mstep: Class 23 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119702048.000000 Penalty: 74130.335938
Iteration 6F: 23 clusters Score -1.19702e+08 nChanged 63977
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 16094 members 
Mstep: Class 3 contains 92199 members 
Mstep: Class 4 contains 91107 members 
Mstep: Class 5 contains 16294 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 9 contains 156577 members 
Mstep: Class 10 contains 10430 members 
Mstep: Class 11 contains 19142 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 15213 members 
Mstep: Class 14 contains 20203 members 
Mstep: Class 15 contains 144406 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 113639 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 9470 members 
Mstep: Class 21 contains 22551 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 12928 members 
Entering Unmasked Estep 
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Iteration 7F: 23 clusters Score -1.197874e+08 nChanged 54627
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 18646 members 
Mstep: Class 3 contains 94839 members 
Mstep: Class 4 contains 89442 members 
Mstep: Class 5 contains 16951 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 9 contains 143501 members 
Mstep: Class 10 contains 8097 members 
Mstep: Class 11 contains 18681 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 21136 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 146127 members 
Mstep: Class 16 contains 6019 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 108971 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 6157 members 
Mstep: Class 23 contains 12618 members 
Entering Unmasked Estep 
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Iteration 8F: 23 clusters Score -1.198613e+08 nChanged 49493
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 20773 members 
Mstep: Class 3 contains 96155 members 
Mstep: Class 4 contains 90045 members 
Mstep: Class 5 contains 17326 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 9 contains 131457 members 
Mstep: Class 10 contains 5079 members 
Mstep: Class 11 contains 18703 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 30059 members 
Mstep: Class 14 contains 25622 members 
Mstep: Class 15 contains 145202 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 18 contains 104883 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 10868 members 
Mstep: Class 21 contains 29865 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 12209 members 
Entering Unmasked Estep 
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Iteration 9F: 23 clusters Score -1.1992e+08 nChanged 44629
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 22594 members 
Mstep: Class 3 contains 96658 members 
Mstep: Class 4 contains 90673 members 
Mstep: Class 5 contains 17490 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 9 contains 121022 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 18944 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 27886 members 
Mstep: Class 15 contains 142680 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 101823 members 
Mstep: Class 19 contains 4667 members 
Mstep: Class 20 contains 11680 members 
Mstep: Class 21 contains 30751 members 
Mstep: Class 22 contains 7911 members 
Mstep: Class 23 contains 11884 members 
Entering Unmasked Estep 
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Iteration 10F: 23 clusters Score -1.199684e+08 nChanged 39228
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 24342 members 
Mstep: Class 3 contains 96490 members 
Mstep: Class 4 contains 91213 members 
Mstep: Class 5 contains 17665 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 9 contains 111363 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 19388 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 51014 members 
Mstep: Class 14 contains 29694 members 
Mstep: Class 15 contains 141762 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 99380 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 29396 members 
Mstep: Class 22 contains 8653 members 
Mstep: Class 23 contains 11704 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -1.200035e+08 nChanged 35541
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 25784 members 
Mstep: Class 3 contains 95763 members 
Mstep: Class 4 contains 91503 members 
Mstep: Class 5 contains 17995 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 9 contains 101861 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 19955 members 
Mstep: Class 12 contains 1339 members 
Mstep: Class 13 contains 58414 members 
Mstep: Class 14 contains 30967 members 
Mstep: Class 15 contains 144365 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 97641 members 
Mstep: Class 19 contains 4995 members 
Mstep: Class 20 contains 12813 members 
Mstep: Class 21 contains 26728 members 
Mstep: Class 22 contains 9327 members 
Mstep: Class 23 contains 11761 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -1.20027e+08 nChanged 31543
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 26898 members 
Mstep: Class 3 contains 94645 members 
Mstep: Class 4 contains 91567 members 
Mstep: Class 5 contains 18640 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 9 contains 92716 members 
Mstep: Class 10 contains 1260 members 
Mstep: Class 11 contains 20487 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 63269 members 
Mstep: Class 14 contains 31809 members 
Mstep: Class 15 contains 149309 members 
Mstep: Class 16 contains 7213 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 96395 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 23849 members 
Mstep: Class 22 contains 9912 members 
Mstep: Class 23 contains 12080 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.200514e+08 nChanged 28383
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 27718 members 
Mstep: Class 3 contains 93268 members 
Mstep: Class 4 contains 91540 members 
Mstep: Class 5 contains 19531 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 9 contains 87992 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 21066 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 66346 members 
Mstep: Class 14 contains 31437 members 
Mstep: Class 15 contains 152727 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 95439 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 14997 members 
Mstep: Class 21 contains 20748 members 
Mstep: Class 22 contains 10424 members 
Mstep: Class 23 contains 12688 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.201035e+08 nChanged 25463
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 28397 members 
Mstep: Class 3 contains 91713 members 
Mstep: Class 4 contains 91388 members 
Mstep: Class 5 contains 20550 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 9 contains 93177 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 21623 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 68402 members 
Mstep: Class 14 contains 28967 members 
Mstep: Class 15 contains 150563 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 94609 members 
Mstep: Class 19 contains 5076 members 
Mstep: Class 20 contains 16637 members 
Mstep: Class 21 contains 17216 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 13390 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.201335e+08 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 28936 members 
Mstep: Class 3 contains 90268 members 
Mstep: Class 4 contains 91209 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 9 contains 98360 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 22107 members 
Mstep: Class 12 contains 1124 members 
Mstep: Class 13 contains 69778 members 
Mstep: Class 14 contains 27276 members 
Mstep: Class 15 contains 147547 members 
Mstep: Class 16 contains 8006 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 93777 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 18269 members 
Mstep: Class 21 contains 14669 members 
Mstep: Class 22 contains 11282 members 
Mstep: Class 23 contains 13873 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.201481e+08 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 29369 members 
Mstep: Class 3 contains 88765 members 
Mstep: Class 4 contains 90974 members 
Mstep: Class 5 contains 21966 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 9 contains 102006 members 
Mstep: Class 10 contains 1125 members 
Mstep: Class 11 contains 22595 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 70595 members 
Mstep: Class 14 contains 26630 members 
Mstep: Class 15 contains 145224 members 
Mstep: Class 16 contains 8163 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 92962 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 19868 members 
Mstep: Class 21 contains 12926 members 
Mstep: Class 22 contains 11761 members 
Mstep: Class 23 contains 14129 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.201584e+08 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 29722 members 
Mstep: Class 3 contains 87118 members 
Mstep: Class 4 contains 90697 members 
Mstep: Class 5 contains 22280 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 104705 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 23096 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 71123 members 
Mstep: Class 14 contains 26469 members 
Mstep: Class 15 contains 143412 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 92132 members 
Mstep: Class 19 contains 5062 members 
Mstep: Class 20 contains 21427 members 
Mstep: Class 21 contains 11745 members 
Mstep: Class 22 contains 12255 members 
Mstep: Class 23 contains 14290 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.201688e+08 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 30020 members 
Mstep: Class 3 contains 85329 members 
Mstep: Class 4 contains 90399 members 
Mstep: Class 5 contains 22450 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 9 contains 106659 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 23580 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 71428 members 
Mstep: Class 14 contains 26773 members 
Mstep: Class 15 contains 141964 members 
Mstep: Class 16 contains 8401 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 91270 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 22964 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 12721 members 
Mstep: Class 23 contains 14335 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.201788e+08 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 30267 members 
Mstep: Class 3 contains 83579 members 
Mstep: Class 4 contains 90044 members 
Mstep: Class 5 contains 22560 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 9 contains 107992 members 
Mstep: Class 10 contains 1122 members 
Mstep: Class 11 contains 23870 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 71638 members 
Mstep: Class 14 contains 27442 members 
Mstep: Class 15 contains 140686 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 90334 members 
Mstep: Class 19 contains 5035 members 
Mstep: Class 20 contains 24615 members 
Mstep: Class 21 contains 10585 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 14340 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.201868e+08 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 30428 members 
Mstep: Class 3 contains 82036 members 
Mstep: Class 4 contains 89677 members 
Mstep: Class 5 contains 22624 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 9 contains 108796 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 24043 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 71784 members 
Mstep: Class 14 contains 28201 members 
Mstep: Class 15 contains 139573 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 89180 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 26526 members 
Mstep: Class 21 contains 10351 members 
Mstep: Class 22 contains 13386 members 
Mstep: Class 23 contains 14244 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.201941e+08 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 30561 members 
Mstep: Class 3 contains 80851 members 
Mstep: Class 4 contains 89299 members 
Mstep: Class 5 contains 22696 members 
Mstep: Class 6 contains 1032 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 9 contains 109152 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 24092 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 71845 members 
Mstep: Class 14 contains 28899 members 
Mstep: Class 15 contains 138454 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 87632 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 28869 members 
Mstep: Class 21 contains 10270 members 
Mstep: Class 22 contains 13631 members 
Mstep: Class 23 contains 14162 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.202006e+08 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 30625 members 
Mstep: Class 3 contains 79922 members 
Mstep: Class 4 contains 88904 members 
Mstep: Class 5 contains 22837 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 9 contains 109291 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 24068 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 71841 members 
Mstep: Class 14 contains 29520 members 
Mstep: Class 15 contains 137265 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 85591 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 31911 members 
Mstep: Class 21 contains 10265 members 
Mstep: Class 22 contains 13805 members 
Mstep: Class 23 contains 14039 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.202086e+08 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 30531 members 
Mstep: Class 3 contains 79165 members 
Mstep: Class 4 contains 88437 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 9 contains 109267 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 24024 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 71903 members 
Mstep: Class 14 contains 30110 members 
Mstep: Class 15 contains 136008 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 83573 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 35135 members 
Mstep: Class 21 contains 10306 members 
Mstep: Class 22 contains 13929 members 
Mstep: Class 23 contains 13887 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.20217e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 30327 members 
Mstep: Class 3 contains 78571 members 
Mstep: Class 4 contains 87996 members 
Mstep: Class 5 contains 23421 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 9 contains 109128 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23967 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 71901 members 
Mstep: Class 14 contains 30623 members 
Mstep: Class 15 contains 134714 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 81856 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 38201 members 
Mstep: Class 21 contains 10376 members 
Mstep: Class 22 contains 14050 members 
Mstep: Class 23 contains 13699 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.202231e+08 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 30062 members 
Mstep: Class 3 contains 78144 members 
Mstep: Class 4 contains 87583 members 
Mstep: Class 5 contains 23765 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 9 contains 108932 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23846 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 71917 members 
Mstep: Class 14 contains 31052 members 
Mstep: Class 15 contains 133462 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 80523 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 40807 members 
Mstep: Class 21 contains 10446 members 
Mstep: Class 22 contains 14112 members 
Mstep: Class 23 contains 13522 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.202287e+08 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 29845 members 
Mstep: Class 3 contains 77835 members 
Mstep: Class 4 contains 87216 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 9 contains 108699 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23745 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 71877 members 
Mstep: Class 14 contains 31377 members 
Mstep: Class 15 contains 132316 members 
Mstep: Class 16 contains 9613 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 79567 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 42886 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 14157 members 
Mstep: Class 23 contains 13318 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.202327e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 29722 members 
Mstep: Class 3 contains 77605 members 
Mstep: Class 4 contains 86875 members 
Mstep: Class 5 contains 24367 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 108483 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23624 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 71807 members 
Mstep: Class 14 contains 31642 members 
Mstep: Class 15 contains 131373 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 78848 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 44498 members 
Mstep: Class 21 contains 10538 members 
Mstep: Class 22 contains 14185 members 
Mstep: Class 23 contains 13101 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.202357e+08 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 29655 members 
Mstep: Class 3 contains 77426 members 
Mstep: Class 4 contains 86585 members 
Mstep: Class 5 contains 24665 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 108294 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23528 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 71728 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 130600 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 78366 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 45692 members 
Mstep: Class 21 contains 10563 members 
Mstep: Class 22 contains 14205 members 
Mstep: Class 23 contains 12819 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.202388e+08 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 29635 members 
Mstep: Class 3 contains 77296 members 
Mstep: Class 4 contains 86310 members 
Mstep: Class 5 contains 24966 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 108133 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23429 members 
Mstep: Class 12 contains 982 members 
Mstep: Class 13 contains 71676 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 129921 members 
Mstep: Class 16 contains 10693 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 78002 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 46568 members 
Mstep: Class 21 contains 10586 members 
Mstep: Class 22 contains 14249 members 
Mstep: Class 23 contains 12558 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.202408e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 29635 members 
Mstep: Class 3 contains 77215 members 
Mstep: Class 4 contains 86049 members 
Mstep: Class 5 contains 25261 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 9 contains 107973 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23276 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 71658 members 
Mstep: Class 14 contains 32115 members 
Mstep: Class 15 contains 129330 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 77735 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 47223 members 
Mstep: Class 21 contains 10652 members 
Mstep: Class 22 contains 14277 members 
Mstep: Class 23 contains 12301 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.202429e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 29580 members 
Mstep: Class 3 contains 77150 members 
Mstep: Class 4 contains 85847 members 
Mstep: Class 5 contains 25600 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107825 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 980 members 
Mstep: Class 13 contains 71634 members 
Mstep: Class 14 contains 32233 members 
Mstep: Class 15 contains 128780 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 77521 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 47676 members 
Mstep: Class 21 contains 10712 members 
Mstep: Class 22 contains 14333 members 
Mstep: Class 23 contains 12120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120244936.000000 Penalty: 74130.335938
Iteration 32Q: 23 clusters Score -1.202449e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 29575 members 
Mstep: Class 3 contains 77115 members 
Mstep: Class 4 contains 85673 members 
Mstep: Class 5 contains 25917 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107717 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71611 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 128341 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 77333 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 47935 members 
Mstep: Class 21 contains 10776 members 
Mstep: Class 22 contains 14372 members 
Mstep: Class 23 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120246344.000000 Penalty: 74130.335938
Iteration 33Q: 23 clusters Score -1.202463e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 29546 members 
Mstep: Class 3 contains 77122 members 
Mstep: Class 4 contains 85499 members 
Mstep: Class 5 contains 26311 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107647 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22818 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71583 members 
Mstep: Class 14 contains 32395 members 
Mstep: Class 15 contains 127919 members 
Mstep: Class 16 contains 12139 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 77181 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 48065 members 
Mstep: Class 21 contains 10828 members 
Mstep: Class 22 contains 14428 members 
Mstep: Class 23 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120247984.000000 Penalty: 74130.335938
Iteration 34Q: 23 clusters Score -1.20248e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 29530 members 
Mstep: Class 3 contains 77139 members 
Mstep: Class 4 contains 85358 members 
Mstep: Class 5 contains 26784 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107594 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22672 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71549 members 
Mstep: Class 14 contains 32456 members 
Mstep: Class 15 contains 127520 members 
Mstep: Class 16 contains 12444 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 77046 members 
Mstep: Class 19 contains 5062 members 
Mstep: Class 20 contains 48007 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 14485 members 
Mstep: Class 23 contains 11830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120248808.000000 Penalty: 74130.335938
Iteration 35Q: 23 clusters Score -1.202488e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 29497 members 
Mstep: Class 3 contains 77156 members 
Mstep: Class 4 contains 85226 members 
Mstep: Class 5 contains 27297 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107550 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22565 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71528 members 
Mstep: Class 14 contains 32509 members 
Mstep: Class 15 contains 127223 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 76944 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 47780 members 
Mstep: Class 21 contains 10956 members 
Mstep: Class 22 contains 14536 members 
Mstep: Class 23 contains 11806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120250504.000000 Penalty: 74130.335938
Iteration 36Q: 23 clusters Score -1.202505e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 29484 members 
Mstep: Class 3 contains 77172 members 
Mstep: Class 4 contains 85114 members 
Mstep: Class 5 contains 27856 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 9 contains 107514 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22457 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71526 members 
Mstep: Class 14 contains 32553 members 
Mstep: Class 15 contains 126901 members 
Mstep: Class 16 contains 12971 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 76835 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 47449 members 
Mstep: Class 21 contains 11024 members 
Mstep: Class 22 contains 14579 members 
Mstep: Class 23 contains 11824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120252000.000000 Penalty: 74130.335938
Iteration 37Q: 23 clusters Score -1.20252e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 29482 members 
Mstep: Class 3 contains 77191 members 
Mstep: Class 4 contains 85019 members 
Mstep: Class 5 contains 28463 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 107470 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22345 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71520 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 126550 members 
Mstep: Class 16 contains 13234 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 76717 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 47077 members 
Mstep: Class 21 contains 11108 members 
Mstep: Class 22 contains 14637 members 
Mstep: Class 23 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120254072.000000 Penalty: 74130.335938
Iteration 38Q: 23 clusters Score -1.202541e+08 nChanged 3904
Entering ConstructFrom: 
Score: -120254072.000000 Penalty: 74130.335938
Entering ConstructFrom: 
Trying to split cluster 1 (28863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Entering Unmasked Estep 
Score: -4290218.500000 Penalty: 2547.038330
	Iteration 0F: 2 clusters Score -4290218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4270508.500000 Penalty: 5094.076660
	Iteration 0F: 3 clusters Score -4270508 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4278765.500000 Penalty: 5094.076660
	Iteration 1F: 3 clusters Score -4278766 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4281293.500000 Penalty: 5094.076660
	Iteration 2F: 3 clusters Score -4281294 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4284592.500000 Penalty: 5094.076660
	Iteration 3F: 3 clusters Score -4284592 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4287411.500000 Penalty: 5094.076660
	Iteration 4F: 3 clusters Score -4287412 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4288969.500000 Penalty: 5094.076660
	Iteration 5F: 3 clusters Score -4288970 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4289770.500000 Penalty: 5094.076660
	Iteration 6Q: 3 clusters Score -4289770 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4290253.500000 Penalty: 5094.076660
	Iteration 7Q: 3 clusters Score -4290254 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4290578.000000 Penalty: 5094.076660
	Iteration 8Q: 3 clusters Score -4290578 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4290839.500000 Penalty: 5094.076660
	Iteration 9Q: 3 clusters Score -4290840 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4291036.500000 Penalty: 5094.076660
	Iteration 10Q: 3 clusters Score -4291036 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4291212.500000 Penalty: 5094.076660
	Iteration 11Q: 3 clusters Score -4291212 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4291332.000000 Penalty: 5094.076660
	Iteration 12Q: 3 clusters Score -4291332 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4291464.500000 Penalty: 5094.076660
	Iteration 13Q: 3 clusters Score -4291464 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4291536.000000 Penalty: 5094.076660
	Iteration 14Q: 3 clusters Score -4291536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4291624.000000 Penalty: 5094.076660
	Iteration 15Q: 3 clusters Score -4291624 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4291702.000000 Penalty: 5094.076660
	Iteration 16Q: 3 clusters Score -4291702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4291794.000000 Penalty: 5094.076660
	Iteration 17Q: 3 clusters Score -4291794 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4291877.500000 Penalty: 5094.076660
	Iteration 18Q: 3 clusters Score -4291878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4291941.500000 Penalty: 5094.076660
	Iteration 19Q: 3 clusters Score -4291942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4292003.500000 Penalty: 5094.076660
	Iteration 20F: 3 clusters Score -4292004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4292074.000000 Penalty: 5094.076660
	Iteration 21Q: 3 clusters Score -4292074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4292135.000000 Penalty: 5094.076660
	Iteration 22Q: 3 clusters Score -4292135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4292204.500000 Penalty: 5094.076660
	Iteration 23Q: 3 clusters Score -4292204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4292262.500000 Penalty: 5094.076660
	Iteration 24Q: 3 clusters Score -4292262 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4292311.000000 Penalty: 5094.076660
	Iteration 25Q: 3 clusters Score -4292311 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4292345.000000 Penalty: 5094.076660
	Iteration 26Q: 3 clusters Score -4292345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4292371.000000 Penalty: 5094.076660
	Iteration 27Q: 3 clusters Score -4292371 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4292410.000000 Penalty: 5094.076660
	Iteration 28Q: 3 clusters Score -4292410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4292436.500000 Penalty: 5094.076660
	Iteration 29Q: 3 clusters Score -4292436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4292463.000000 Penalty: 5094.076660
	Iteration 30Q: 3 clusters Score -4292463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4292471.000000 Penalty: 5094.076660
	Iteration 31Q: 3 clusters Score -4292471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4292490.500000 Penalty: 5094.076660
	Iteration 32Q: 3 clusters Score -4292490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4292497.000000 Penalty: 5094.076660
	Iteration 33Q: 3 clusters Score -4292497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4292494.500000 Penalty: 5094.076660
	Iteration 34Q: 3 clusters Score -4292494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4292538.000000 Penalty: 5094.076660
	Iteration 35Q: 3 clusters Score -4292538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4292533.000000 Penalty: 5094.076660
	Iteration 36Q: 3 clusters Score -4292533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4292534.500000 Penalty: 5094.076660
	Iteration 37Q: 3 clusters Score -4292534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4292545.500000 Penalty: 5094.076660
	Iteration 38Q: 3 clusters Score -4292546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4292557.000000 Penalty: 5094.076660
	Iteration 39Q: 3 clusters Score -4292557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4292558.500000 Penalty: 5094.076660
	Iteration 40F: 3 clusters Score -4292558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4292572.000000 Penalty: 5094.076660
	Iteration 41Q: 3 clusters Score -4292572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4292589.000000 Penalty: 5094.076660
	Iteration 42Q: 3 clusters Score -4292589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4292601.500000 Penalty: 5094.076660
	Iteration 43Q: 3 clusters Score -4292602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4292608.500000 Penalty: 5094.076660
	Iteration 44Q: 3 clusters Score -4292608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4292625.500000 Penalty: 5094.076660
	Iteration 45Q: 3 clusters Score -4292626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4292613.500000 Penalty: 5094.076660
	Iteration 46Q: 3 clusters Score -4292614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4292631.500000 Penalty: 5094.076660
	Iteration 47Q: 3 clusters Score -4292632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -4292633.000000 Penalty: 5094.076660
	Iteration 48Q: 3 clusters Score -4292633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4292638.500000 Penalty: 5094.076660
	Iteration 49Q: 3 clusters Score -4292638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4292640.500000 Penalty: 5094.076660
	Iteration 50Q: 3 clusters Score -4292640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4292646.000000 Penalty: 5094.076660
	Iteration 51Q: 3 clusters Score -4292646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4292643.500000 Penalty: 5094.076660
	Iteration 52Q: 3 clusters Score -4292644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4292648.000000 Penalty: 5094.076660
	Iteration 53Q: 3 clusters Score -4292648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -4292643.500000 Penalty: 5094.076660
	Iteration 54Q: 3 clusters Score -4292644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4292639.500000 Penalty: 5094.076660
	Iteration 55Q: 3 clusters Score -4292640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4292645.000000 Penalty: 5094.076660
	Iteration 56Q: 3 clusters Score -4292645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4292650.500000 Penalty: 5094.076660
	Iteration 57Q: 3 clusters Score -4292650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4292655.000000 Penalty: 5094.076660
	Iteration 58Q: 3 clusters Score -4292655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4292658.000000 Penalty: 5094.076660
	Iteration 59Q: 3 clusters Score -4292658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4292655.500000 Penalty: 5094.076660
	Iteration 60F: 3 clusters Score -4292656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -4292663.000000 Penalty: 5094.076660
	Iteration 61Q: 3 clusters Score -4292663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4292658.000000 Penalty: 5094.076660
	Iteration 62Q: 3 clusters Score -4292658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4292658.500000 Penalty: 5094.076660
	Iteration 63Q: 3 clusters Score -4292658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4292657.500000 Penalty: 5094.076660
	Iteration 64Q: 3 clusters Score -4292658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4292657.500000 Penalty: 5094.076660
	Iteration 65Q: 3 clusters Score -4292658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4292664.500000 Penalty: 5094.076660
	Iteration 66Q: 3 clusters Score -4292664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4292666.000000 Penalty: 5094.076660
	Iteration 67Q: 3 clusters Score -4292666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4292669.000000 Penalty: 5094.076660
	Iteration 68Q: 3 clusters Score -4292669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4292663.500000 Penalty: 5094.076660
	Iteration 69Q: 3 clusters Score -4292664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4292662.500000 Penalty: 5094.076660
	Iteration 70Q: 3 clusters Score -4292662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4292670.500000 Penalty: 5094.076660
	Iteration 71Q: 3 clusters Score -4292670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4292683.000000 Penalty: 5094.076660
	Iteration 72Q: 3 clusters Score -4292683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4292675.000000 Penalty: 5094.076660
	Iteration 73Q: 3 clusters Score -4292675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4292679.500000 Penalty: 5094.076660
	Iteration 74Q: 3 clusters Score -4292680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4292683.500000 Penalty: 5094.076660
	Iteration 75Q: 3 clusters Score -4292684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4292680.000000 Penalty: 5094.076660
	Iteration 76Q: 3 clusters Score -4292680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4292678.000000 Penalty: 5094.076660
	Iteration 77Q: 3 clusters Score -4292678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4292680.000000 Penalty: 5094.076660
	Iteration 78Q: 3 clusters Score -4292680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4292680.000000 Penalty: 5094.076660
	Iteration 79F: 3 clusters Score -4292680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 77216 members 
Mstep: Class 4 contains 84924 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Entering Unmasked Estep 
Score: -120257184.000000 Penalty: 77499.898438
Splitting cluster 1 changes total score from -120254072.000000 to -120257184.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (29510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Entering Unmasked Estep 
Score: -4283312.500000 Penalty: 2552.536133
	Iteration 0F: 2 clusters Score -4283312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4263058.000000 Penalty: 5105.072266
	Iteration 0F: 3 clusters Score -4263058 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4270883.000000 Penalty: 5105.072266
	Iteration 1F: 3 clusters Score -4270883 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4272122.000000 Penalty: 5105.072266
	Iteration 2F: 3 clusters Score -4272122 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4273588.000000 Penalty: 5105.072266
	Iteration 3F: 3 clusters Score -4273588 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4275215.500000 Penalty: 5105.072266
	Iteration 4F: 3 clusters Score -4275216 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4276769.500000 Penalty: 5105.072266
	Iteration 5F: 3 clusters Score -4276770 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4278165.500000 Penalty: 5105.072266
	Iteration 6F: 3 clusters Score -4278166 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4279239.500000 Penalty: 5105.072266
	Iteration 7F: 3 clusters Score -4279240 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4280119.000000 Penalty: 5105.072266
	Iteration 8Q: 3 clusters Score -4280119 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4280880.000000 Penalty: 5105.072266
	Iteration 9Q: 3 clusters Score -4280880 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4281542.500000 Penalty: 5105.072266
	Iteration 10Q: 3 clusters Score -4281542 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4281905.500000 Penalty: 5105.072266
	Iteration 11Q: 3 clusters Score -4281906 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4282206.500000 Penalty: 5105.072266
	Iteration 12Q: 3 clusters Score -4282206 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4282373.500000 Penalty: 5105.072266
	Iteration 13Q: 3 clusters Score -4282374 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4282540.000000 Penalty: 5105.072266
	Iteration 14Q: 3 clusters Score -4282540 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4282649.000000 Penalty: 5105.072266
	Iteration 15Q: 3 clusters Score -4282649 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4282735.000000 Penalty: 5105.072266
	Iteration 16Q: 3 clusters Score -4282735 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4282817.000000 Penalty: 5105.072266
	Iteration 17Q: 3 clusters Score -4282817 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4282870.000000 Penalty: 5105.072266
	Iteration 18Q: 3 clusters Score -4282870 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4282911.000000 Penalty: 5105.072266
	Iteration 19Q: 3 clusters Score -4282911 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4282931.500000 Penalty: 5105.072266
	Iteration 20F: 3 clusters Score -4282932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4282976.500000 Penalty: 5105.072266
	Iteration 21Q: 3 clusters Score -4282976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4282997.500000 Penalty: 5105.072266
	Iteration 22Q: 3 clusters Score -4282998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4283020.000000 Penalty: 5105.072266
	Iteration 23Q: 3 clusters Score -4283020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4283042.500000 Penalty: 5105.072266
	Iteration 24Q: 3 clusters Score -4283042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4283050.000000 Penalty: 5105.072266
	Iteration 25Q: 3 clusters Score -4283050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4283058.500000 Penalty: 5105.072266
	Iteration 26Q: 3 clusters Score -4283058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4283063.500000 Penalty: 5105.072266
	Iteration 27Q: 3 clusters Score -4283064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4283081.000000 Penalty: 5105.072266
	Iteration 28Q: 3 clusters Score -4283081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4283083.500000 Penalty: 5105.072266
	Iteration 29Q: 3 clusters Score -4283084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4283087.500000 Penalty: 5105.072266
	Iteration 30Q: 3 clusters Score -4283088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4283097.500000 Penalty: 5105.072266
	Iteration 31Q: 3 clusters Score -4283098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -4283095.000000 Penalty: 5105.072266
	Iteration 32Q: 3 clusters Score -4283095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4283096.500000 Penalty: 5105.072266
	Iteration 33Q: 3 clusters Score -4283096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4283115.000000 Penalty: 5105.072266
	Iteration 34Q: 3 clusters Score -4283115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4283111.500000 Penalty: 5105.072266
	Iteration 35Q: 3 clusters Score -4283112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4283109.500000 Penalty: 5105.072266
	Iteration 36Q: 3 clusters Score -4283110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4283120.000000 Penalty: 5105.072266
	Iteration 37Q: 3 clusters Score -4283120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4283126.000000 Penalty: 5105.072266
	Iteration 38Q: 3 clusters Score -4283126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4283138.500000 Penalty: 5105.072266
	Iteration 39Q: 3 clusters Score -4283138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4283146.500000 Penalty: 5105.072266
	Iteration 40F: 3 clusters Score -4283146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4283155.500000 Penalty: 5105.072266
	Iteration 41Q: 3 clusters Score -4283156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4283147.500000 Penalty: 5105.072266
	Iteration 42Q: 3 clusters Score -4283148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4283144.500000 Penalty: 5105.072266
	Iteration 43Q: 3 clusters Score -4283144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4283148.500000 Penalty: 5105.072266
	Iteration 44Q: 3 clusters Score -4283148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4283151.500000 Penalty: 5105.072266
	Iteration 45Q: 3 clusters Score -4283152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4283147.000000 Penalty: 5105.072266
	Iteration 46Q: 3 clusters Score -4283147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4283153.000000 Penalty: 5105.072266
	Iteration 47Q: 3 clusters Score -4283153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4283157.000000 Penalty: 5105.072266
	Iteration 48Q: 3 clusters Score -4283157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4283156.500000 Penalty: 5105.072266
	Iteration 49Q: 3 clusters Score -4283156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4283152.000000 Penalty: 5105.072266
	Iteration 50Q: 3 clusters Score -4283152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4283147.500000 Penalty: 5105.072266
	Iteration 51Q: 3 clusters Score -4283148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4283151.000000 Penalty: 5105.072266
	Iteration 52Q: 3 clusters Score -4283151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4283150.500000 Penalty: 5105.072266
	Iteration 53Q: 3 clusters Score -4283150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4283152.500000 Penalty: 5105.072266
	Iteration 54Q: 3 clusters Score -4283152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4283152.000000 Penalty: 5105.072266
	Iteration 55Q: 3 clusters Score -4283152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4283150.500000 Penalty: 5105.072266
	Iteration 56Q: 3 clusters Score -4283150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4283152.000000 Penalty: 5105.072266
	Iteration 57Q: 3 clusters Score -4283152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4283153.000000 Penalty: 5105.072266
	Iteration 58Q: 3 clusters Score -4283153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4283154.500000 Penalty: 5105.072266
	Iteration 59Q: 3 clusters Score -4283154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4283154.500000 Penalty: 5105.072266
	Iteration 60F: 3 clusters Score -4283154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4283156.500000 Penalty: 5105.072266
	Iteration 61Q: 3 clusters Score -4283156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4283155.500000 Penalty: 5105.072266
	Iteration 62Q: 3 clusters Score -4283156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4283153.500000 Penalty: 5105.072266
	Iteration 63Q: 3 clusters Score -4283154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4283155.500000 Penalty: 5105.072266
	Iteration 64Q: 3 clusters Score -4283156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4283153.000000 Penalty: 5105.072266
	Iteration 65Q: 3 clusters Score -4283153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4283153.000000 Penalty: 5105.072266
	Iteration 66F: 3 clusters Score -4283153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Entering Unmasked Estep 
Score: -12010041.000000 Penalty: 2791.081787
	Iteration 0F: 2 clusters Score -1.201004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -11958744.000000 Penalty: 5582.163574
	Iteration 0F: 3 clusters Score -1.195874e+07 nChanged 36100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -11979601.000000 Penalty: 5582.163574
	Iteration 1F: 3 clusters Score -1.19796e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -11981893.000000 Penalty: 5582.163574
	Iteration 2F: 3 clusters Score -1.198189e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -11986884.000000 Penalty: 5582.163574
	Iteration 3F: 3 clusters Score -1.198688e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -11996329.000000 Penalty: 5582.163574
	Iteration 4F: 3 clusters Score -1.199633e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -12008128.000000 Penalty: 5582.163574
	Iteration 5F: 3 clusters Score -1.200813e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -12016003.000000 Penalty: 5582.163574
	Iteration 6F: 3 clusters Score -1.2016e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -12020123.000000 Penalty: 5582.163574
	Iteration 7F: 3 clusters Score -1.202012e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -12022519.000000 Penalty: 5582.163574
	Iteration 8Q: 3 clusters Score -1.202252e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -12024081.000000 Penalty: 5582.163574
	Iteration 9Q: 3 clusters Score -1.202408e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -12025051.000000 Penalty: 5582.163574
	Iteration 10Q: 3 clusters Score -1.202505e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -12025378.000000 Penalty: 5582.163574
	Iteration 11Q: 3 clusters Score -1.202538e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -12025562.000000 Penalty: 5582.163574
	Iteration 12Q: 3 clusters Score -1.202556e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -12025663.000000 Penalty: 5582.163574
	Iteration 13Q: 3 clusters Score -1.202566e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -12025706.000000 Penalty: 5582.163574
	Iteration 14Q: 3 clusters Score -1.202571e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -12025738.000000 Penalty: 5582.163574
	Iteration 15Q: 3 clusters Score -1.202574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -12025761.000000 Penalty: 5582.163574
	Iteration 16Q: 3 clusters Score -1.202576e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -12025780.000000 Penalty: 5582.163574
	Iteration 17Q: 3 clusters Score -1.202578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -12025781.000000 Penalty: 5582.163574
	Iteration 18Q: 3 clusters Score -1.202578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -12025793.000000 Penalty: 5582.163574
	Iteration 19Q: 3 clusters Score -1.202579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -12025785.000000 Penalty: 5582.163574
	Iteration 20F: 3 clusters Score -1.202578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -12025799.000000 Penalty: 5582.163574
	Iteration 21Q: 3 clusters Score -1.20258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -12025798.000000 Penalty: 5582.163574
	Iteration 22Q: 3 clusters Score -1.20258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -12025805.000000 Penalty: 5582.163574
	Iteration 23Q: 3 clusters Score -1.20258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -12025813.000000 Penalty: 5582.163574
	Iteration 24Q: 3 clusters Score -1.202581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -12025817.000000 Penalty: 5582.163574
	Iteration 25Q: 3 clusters Score -1.202582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -12025811.000000 Penalty: 5582.163574
	Iteration 26Q: 3 clusters Score -1.202581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -12025801.000000 Penalty: 5582.163574
	Iteration 27Q: 3 clusters Score -1.20258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -12025804.000000 Penalty: 5582.163574
	Iteration 28Q: 3 clusters Score -1.20258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -12025804.000000 Penalty: 5582.163574
	Iteration 29F: 3 clusters Score -1.20258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 84924 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Entering Unmasked Estep 
Score: -120272760.000000 Penalty: 80869.460938
Splitting cluster 3 changes total score from -120254072.000000 to -120272760.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (84924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Entering Unmasked Estep 
Score: -13157164.000000 Penalty: 2814.678955
	Iteration 0F: 2 clusters Score -1.315716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -13101798.000000 Penalty: 5629.357910
	Iteration 0F: 3 clusters Score -1.31018e+07 nChanged 40006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -13124661.000000 Penalty: 5629.357910
	Iteration 1F: 3 clusters Score -1.312466e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -13125888.000000 Penalty: 5629.357910
	Iteration 2Q: 3 clusters Score -1.312589e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -13127583.000000 Penalty: 5629.357910
	Iteration 3Q: 3 clusters Score -1.312758e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -13130263.000000 Penalty: 5629.357910
	Iteration 4F: 3 clusters Score -1.313026e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -13133899.000000 Penalty: 5629.357910
	Iteration 5F: 3 clusters Score -1.31339e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -13138126.000000 Penalty: 5629.357910
	Iteration 6F: 3 clusters Score -1.313813e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -13142138.000000 Penalty: 5629.357910
	Iteration 7F: 3 clusters Score -1.314214e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -13145642.000000 Penalty: 5629.357910
	Iteration 8F: 3 clusters Score -1.314564e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -13148316.000000 Penalty: 5629.357910
	Iteration 9Q: 3 clusters Score -1.314832e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -13150399.000000 Penalty: 5629.357910
	Iteration 10Q: 3 clusters Score -1.31504e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -13152278.000000 Penalty: 5629.357910
	Iteration 11Q: 3 clusters Score -1.315228e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -13153809.000000 Penalty: 5629.357910
	Iteration 12Q: 3 clusters Score -1.315381e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -13155022.000000 Penalty: 5629.357910
	Iteration 13Q: 3 clusters Score -1.315502e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -13155963.000000 Penalty: 5629.357910
	Iteration 14Q: 3 clusters Score -1.315596e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -13156576.000000 Penalty: 5629.357910
	Iteration 15Q: 3 clusters Score -1.315658e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -13156992.000000 Penalty: 5629.357910
	Iteration 16Q: 3 clusters Score -1.315699e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -13157489.000000 Penalty: 5629.357910
	Iteration 17Q: 3 clusters Score -1.315749e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -13157943.000000 Penalty: 5629.357910
	Iteration 18Q: 3 clusters Score -1.315794e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -13158376.000000 Penalty: 5629.357910
	Iteration 19Q: 3 clusters Score -1.315838e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -13158911.000000 Penalty: 5629.357910
	Iteration 20F: 3 clusters Score -1.315891e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -13159433.000000 Penalty: 5629.357910
	Iteration 21Q: 3 clusters Score -1.315943e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -13159962.000000 Penalty: 5629.357910
	Iteration 22Q: 3 clusters Score -1.315996e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -13160413.000000 Penalty: 5629.357910
	Iteration 23Q: 3 clusters Score -1.316041e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -13160827.000000 Penalty: 5629.357910
	Iteration 24Q: 3 clusters Score -1.316083e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -13161185.000000 Penalty: 5629.357910
	Iteration 25Q: 3 clusters Score -1.316118e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -13161457.000000 Penalty: 5629.357910
	Iteration 26Q: 3 clusters Score -1.316146e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -13161644.000000 Penalty: 5629.357910
	Iteration 27Q: 3 clusters Score -1.316164e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -13161901.000000 Penalty: 5629.357910
	Iteration 28Q: 3 clusters Score -1.31619e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -13162108.000000 Penalty: 5629.357910
	Iteration 29Q: 3 clusters Score -1.316211e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -13162247.000000 Penalty: 5629.357910
	Iteration 30Q: 3 clusters Score -1.316225e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -13162425.000000 Penalty: 5629.357910
	Iteration 31Q: 3 clusters Score -1.316242e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -13162493.000000 Penalty: 5629.357910
	Iteration 32Q: 3 clusters Score -1.316249e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -13162542.000000 Penalty: 5629.357910
	Iteration 33Q: 3 clusters Score -1.316254e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -13162587.000000 Penalty: 5629.357910
	Iteration 34Q: 3 clusters Score -1.316259e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -13162670.000000 Penalty: 5629.357910
	Iteration 35Q: 3 clusters Score -1.316267e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -13162651.000000 Penalty: 5629.357910
	Iteration 36Q: 3 clusters Score -1.316265e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -13162749.000000 Penalty: 5629.357910
	Iteration 37Q: 3 clusters Score -1.316275e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -13162768.000000 Penalty: 5629.357910
	Iteration 38Q: 3 clusters Score -1.316277e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -13162841.000000 Penalty: 5629.357910
	Iteration 39Q: 3 clusters Score -1.316284e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -13162872.000000 Penalty: 5629.357910
	Iteration 40F: 3 clusters Score -1.316287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -13162870.000000 Penalty: 5629.357910
	Iteration 41Q: 3 clusters Score -1.316287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -13162896.000000 Penalty: 5629.357910
	Iteration 42Q: 3 clusters Score -1.31629e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -13162920.000000 Penalty: 5629.357910
	Iteration 43Q: 3 clusters Score -1.316292e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -13162947.000000 Penalty: 5629.357910
	Iteration 44Q: 3 clusters Score -1.316295e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -13162966.000000 Penalty: 5629.357910
	Iteration 45Q: 3 clusters Score -1.316297e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -13162996.000000 Penalty: 5629.357910
	Iteration 46Q: 3 clusters Score -1.3163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -13162968.000000 Penalty: 5629.357910
	Iteration 47Q: 3 clusters Score -1.316297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -13162971.000000 Penalty: 5629.357910
	Iteration 48Q: 3 clusters Score -1.316297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -13162983.000000 Penalty: 5629.357910
	Iteration 49Q: 3 clusters Score -1.316298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -13162987.000000 Penalty: 5629.357910
	Iteration 50Q: 3 clusters Score -1.316299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -13163002.000000 Penalty: 5629.357910
	Iteration 51Q: 3 clusters Score -1.3163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -13163017.000000 Penalty: 5629.357910
	Iteration 52Q: 3 clusters Score -1.316302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -13163043.000000 Penalty: 5629.357910
	Iteration 53Q: 3 clusters Score -1.316304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -13163032.000000 Penalty: 5629.357910
	Iteration 54Q: 3 clusters Score -1.316303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -13163035.000000 Penalty: 5629.357910
	Iteration 55Q: 3 clusters Score -1.316304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -13163035.000000 Penalty: 5629.357910
	Iteration 56Q: 3 clusters Score -1.316304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -13163043.000000 Penalty: 5629.357910
	Iteration 57Q: 3 clusters Score -1.316304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -13163051.000000 Penalty: 5629.357910
	Iteration 58Q: 3 clusters Score -1.316305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -13163040.000000 Penalty: 5629.357910
	Iteration 59Q: 3 clusters Score -1.316304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -13163042.000000 Penalty: 5629.357910
	Iteration 60F: 3 clusters Score -1.316304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -13163039.000000 Penalty: 5629.357910
	Iteration 61Q: 3 clusters Score -1.316304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -13163044.000000 Penalty: 5629.357910
	Iteration 62Q: 3 clusters Score -1.316304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -13163020.000000 Penalty: 5629.357910
	Iteration 63Q: 3 clusters Score -1.316302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -13163045.000000 Penalty: 5629.357910
	Iteration 64Q: 3 clusters Score -1.316304e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -13163015.000000 Penalty: 5629.357910
	Iteration 65Q: 3 clusters Score -1.316302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -13163036.000000 Penalty: 5629.357910
	Iteration 66Q: 3 clusters Score -1.316304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -13163038.000000 Penalty: 5629.357910
	Iteration 67Q: 3 clusters Score -1.316304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -13163043.000000 Penalty: 5629.357910
	Iteration 68Q: 3 clusters Score -1.316304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -13163039.000000 Penalty: 5629.357910
	Iteration 69Q: 3 clusters Score -1.316304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13163035.000000 Penalty: 5629.357910
	Iteration 70Q: 3 clusters Score -1.316304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -13163031.000000 Penalty: 5629.357910
	Iteration 71Q: 3 clusters Score -1.316303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -13163038.000000 Penalty: 5629.357910
	Iteration 72Q: 3 clusters Score -1.316304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -13163026.000000 Penalty: 5629.357910
	Iteration 73Q: 3 clusters Score -1.316303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -13163019.000000 Penalty: 5629.357910
	Iteration 74Q: 3 clusters Score -1.316302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -13163031.000000 Penalty: 5629.357910
	Iteration 75Q: 3 clusters Score -1.316303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -13163034.000000 Penalty: 5629.357910
	Iteration 76Q: 3 clusters Score -1.316303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -13163020.000000 Penalty: 5629.357910
	Iteration 77Q: 3 clusters Score -1.316302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -13163025.000000 Penalty: 5629.357910
	Iteration 78Q: 3 clusters Score -1.316302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -13163022.000000 Penalty: 5629.357910
	Iteration 79Q: 3 clusters Score -1.316302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -13163019.000000 Penalty: 5629.357910
	Iteration 80F: 3 clusters Score -1.316302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -13163016.000000 Penalty: 5629.357910
	Iteration 81Q: 3 clusters Score -1.316302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -13163011.000000 Penalty: 5629.357910
	Iteration 82Q: 3 clusters Score -1.316301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -13163010.000000 Penalty: 5629.357910
	Iteration 83Q: 3 clusters Score -1.316301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -13163008.000000 Penalty: 5629.357910
	Iteration 84Q: 3 clusters Score -1.316301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -13163008.000000 Penalty: 5629.357910
	Iteration 85F: 3 clusters Score -1.316301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Entering Unmasked Estep 
Score: -120278392.000000 Penalty: 84239.023438
Splitting cluster 4 changes total score from -120254072.000000 to -120278392.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (29030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Entering Unmasked Estep 
Score: -4296050.000000 Penalty: 2548.468994
	Iteration 0F: 2 clusters Score -4296050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4276254.000000 Penalty: 5096.937988
	Iteration 0F: 3 clusters Score -4276254 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4285251.000000 Penalty: 5096.937988
	Iteration 1F: 3 clusters Score -4285251 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -4288030.000000 Penalty: 5096.937988
	Iteration 2F: 3 clusters Score -4288030 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4290769.000000 Penalty: 5096.937988
	Iteration 3F: 3 clusters Score -4290769 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4292635.000000 Penalty: 5096.937988
	Iteration 4F: 3 clusters Score -4292635 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4293609.000000 Penalty: 5096.937988
	Iteration 5F: 3 clusters Score -4293609 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -4294202.000000 Penalty: 5096.937988
	Iteration 6Q: 3 clusters Score -4294202 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4294577.500000 Penalty: 5096.937988
	Iteration 7Q: 3 clusters Score -4294578 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4294862.000000 Penalty: 5096.937988
	Iteration 8Q: 3 clusters Score -4294862 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4295035.500000 Penalty: 5096.937988
	Iteration 9Q: 3 clusters Score -4295036 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4295168.500000 Penalty: 5096.937988
	Iteration 10Q: 3 clusters Score -4295168 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4295262.500000 Penalty: 5096.937988
	Iteration 11Q: 3 clusters Score -4295262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4295307.000000 Penalty: 5096.937988
	Iteration 12Q: 3 clusters Score -4295307 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4295357.000000 Penalty: 5096.937988
	Iteration 13Q: 3 clusters Score -4295357 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4295393.500000 Penalty: 5096.937988
	Iteration 14Q: 3 clusters Score -4295394 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4295428.000000 Penalty: 5096.937988
	Iteration 15Q: 3 clusters Score -4295428 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4295478.000000 Penalty: 5096.937988
	Iteration 16Q: 3 clusters Score -4295478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4295498.000000 Penalty: 5096.937988
	Iteration 17Q: 3 clusters Score -4295498 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4295541.000000 Penalty: 5096.937988
	Iteration 18Q: 3 clusters Score -4295541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4295621.000000 Penalty: 5096.937988
	Iteration 19Q: 3 clusters Score -4295621 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4295785.000000 Penalty: 5096.937988
	Iteration 20F: 3 clusters Score -4295785 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4296029.000000 Penalty: 5096.937988
	Iteration 21Q: 3 clusters Score -4296029 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4296241.000000 Penalty: 5096.937988
	Iteration 22Q: 3 clusters Score -4296241 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4296379.000000 Penalty: 5096.937988
	Iteration 23Q: 3 clusters Score -4296379 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4296503.000000 Penalty: 5096.937988
	Iteration 24Q: 3 clusters Score -4296503 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4296573.000000 Penalty: 5096.937988
	Iteration 25Q: 3 clusters Score -4296573 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4296628.000000 Penalty: 5096.937988
	Iteration 26Q: 3 clusters Score -4296628 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4296679.500000 Penalty: 5096.937988
	Iteration 27Q: 3 clusters Score -4296680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4296724.000000 Penalty: 5096.937988
	Iteration 28Q: 3 clusters Score -4296724 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4296768.000000 Penalty: 5096.937988
	Iteration 29Q: 3 clusters Score -4296768 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4296833.000000 Penalty: 5096.937988
	Iteration 30Q: 3 clusters Score -4296833 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -4296870.500000 Penalty: 5096.937988
	Iteration 31Q: 3 clusters Score -4296870 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4296911.500000 Penalty: 5096.937988
	Iteration 32Q: 3 clusters Score -4296912 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4296968.500000 Penalty: 5096.937988
	Iteration 33Q: 3 clusters Score -4296968 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4297013.000000 Penalty: 5096.937988
	Iteration 34Q: 3 clusters Score -4297013 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4297081.000000 Penalty: 5096.937988
	Iteration 35Q: 3 clusters Score -4297081 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4297150.000000 Penalty: 5096.937988
	Iteration 36Q: 3 clusters Score -4297150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4297242.500000 Penalty: 5096.937988
	Iteration 37Q: 3 clusters Score -4297242 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4297369.500000 Penalty: 5096.937988
	Iteration 38Q: 3 clusters Score -4297370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4297568.500000 Penalty: 5096.937988
	Iteration 39Q: 3 clusters Score -4297568 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4297697.500000 Penalty: 5096.937988
	Iteration 40F: 3 clusters Score -4297698 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4297832.000000 Penalty: 5096.937988
	Iteration 41Q: 3 clusters Score -4297832 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4297905.500000 Penalty: 5096.937988
	Iteration 42Q: 3 clusters Score -4297906 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4297959.500000 Penalty: 5096.937988
	Iteration 43Q: 3 clusters Score -4297960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4298002.500000 Penalty: 5096.937988
	Iteration 44Q: 3 clusters Score -4298002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4298036.500000 Penalty: 5096.937988
	Iteration 45Q: 3 clusters Score -4298036 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4298101.000000 Penalty: 5096.937988
	Iteration 46Q: 3 clusters Score -4298101 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -4298127.500000 Penalty: 5096.937988
	Iteration 47Q: 3 clusters Score -4298128 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4298144.500000 Penalty: 5096.937988
	Iteration 48Q: 3 clusters Score -4298144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4298171.000000 Penalty: 5096.937988
	Iteration 49Q: 3 clusters Score -4298171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4298210.000000 Penalty: 5096.937988
	Iteration 50Q: 3 clusters Score -4298210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4298213.000000 Penalty: 5096.937988
	Iteration 51Q: 3 clusters Score -4298213 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4298254.000000 Penalty: 5096.937988
	Iteration 52Q: 3 clusters Score -4298254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -4298278.500000 Penalty: 5096.937988
	Iteration 53Q: 3 clusters Score -4298278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4298307.000000 Penalty: 5096.937988
	Iteration 54Q: 3 clusters Score -4298307 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -4298332.000000 Penalty: 5096.937988
	Iteration 55Q: 3 clusters Score -4298332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -4298348.500000 Penalty: 5096.937988
	Iteration 56Q: 3 clusters Score -4298348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4298359.500000 Penalty: 5096.937988
	Iteration 57Q: 3 clusters Score -4298360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4298368.000000 Penalty: 5096.937988
	Iteration 58Q: 3 clusters Score -4298368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4298390.000000 Penalty: 5096.937988
	Iteration 59Q: 3 clusters Score -4298390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4298405.500000 Penalty: 5096.937988
	Iteration 60F: 3 clusters Score -4298406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4298420.000000 Penalty: 5096.937988
	Iteration 61Q: 3 clusters Score -4298420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -4298446.000000 Penalty: 5096.937988
	Iteration 62Q: 3 clusters Score -4298446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4298445.500000 Penalty: 5096.937988
	Iteration 63Q: 3 clusters Score -4298446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4298449.500000 Penalty: 5096.937988
	Iteration 64Q: 3 clusters Score -4298450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -4298459.500000 Penalty: 5096.937988
	Iteration 65Q: 3 clusters Score -4298460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -4298476.500000 Penalty: 5096.937988
	Iteration 66Q: 3 clusters Score -4298476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4298483.500000 Penalty: 5096.937988
	Iteration 67Q: 3 clusters Score -4298484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4298494.500000 Penalty: 5096.937988
	Iteration 68Q: 3 clusters Score -4298494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4298496.500000 Penalty: 5096.937988
	Iteration 69Q: 3 clusters Score -4298496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4298500.000000 Penalty: 5096.937988
	Iteration 70Q: 3 clusters Score -4298500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4298510.000000 Penalty: 5096.937988
	Iteration 71Q: 3 clusters Score -4298510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4298521.500000 Penalty: 5096.937988
	Iteration 72Q: 3 clusters Score -4298522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4298528.000000 Penalty: 5096.937988
	Iteration 73Q: 3 clusters Score -4298528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4298520.500000 Penalty: 5096.937988
	Iteration 74Q: 3 clusters Score -4298520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4298528.500000 Penalty: 5096.937988
	Iteration 75Q: 3 clusters Score -4298528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4298534.000000 Penalty: 5096.937988
	Iteration 76Q: 3 clusters Score -4298534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4298544.000000 Penalty: 5096.937988
	Iteration 77Q: 3 clusters Score -4298544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4298547.500000 Penalty: 5096.937988
	Iteration 78Q: 3 clusters Score -4298548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4298547.500000 Penalty: 5096.937988
	Iteration 79Q: 3 clusters Score -4298548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4298546.000000 Penalty: 5096.937988
	Iteration 80F: 3 clusters Score -4298546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4298552.000000 Penalty: 5096.937988
	Iteration 81Q: 3 clusters Score -4298552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4298557.500000 Penalty: 5096.937988
	Iteration 82Q: 3 clusters Score -4298558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4298558.500000 Penalty: 5096.937988
	Iteration 83Q: 3 clusters Score -4298558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4298568.500000 Penalty: 5096.937988
	Iteration 84Q: 3 clusters Score -4298568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4298578.000000 Penalty: 5096.937988
	Iteration 85Q: 3 clusters Score -4298578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4298576.500000 Penalty: 5096.937988
	Iteration 86Q: 3 clusters Score -4298576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4298598.000000 Penalty: 5096.937988
	Iteration 87Q: 3 clusters Score -4298598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4298603.000000 Penalty: 5096.937988
	Iteration 88Q: 3 clusters Score -4298603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4298611.500000 Penalty: 5096.937988
	Iteration 89Q: 3 clusters Score -4298612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4298624.000000 Penalty: 5096.937988
	Iteration 90Q: 3 clusters Score -4298624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4298638.000000 Penalty: 5096.937988
	Iteration 91Q: 3 clusters Score -4298638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -4298683.000000 Penalty: 5096.937988
	Iteration 92Q: 3 clusters Score -4298683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4298708.000000 Penalty: 5096.937988
	Iteration 93Q: 3 clusters Score -4298708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4298720.500000 Penalty: 5096.937988
	Iteration 94Q: 3 clusters Score -4298720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4298735.500000 Penalty: 5096.937988
	Iteration 95Q: 3 clusters Score -4298736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4298740.000000 Penalty: 5096.937988
	Iteration 96Q: 3 clusters Score -4298740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -4298750.000000 Penalty: 5096.937988
	Iteration 97Q: 3 clusters Score -4298750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4298750.000000 Penalty: 5096.937988
	Iteration 98Q: 3 clusters Score -4298750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4298749.500000 Penalty: 5096.937988
	Iteration 99Q: 3 clusters Score -4298750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4298748.000000 Penalty: 5096.937988
	Iteration 100F: 3 clusters Score -4298748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4298758.500000 Penalty: 5096.937988
	Iteration 101Q: 3 clusters Score -4298758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -4298762.500000 Penalty: 5096.937988
	Iteration 102Q: 3 clusters Score -4298762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4298765.000000 Penalty: 5096.937988
	Iteration 103Q: 3 clusters Score -4298765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4298772.000000 Penalty: 5096.937988
	Iteration 104Q: 3 clusters Score -4298772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4298778.500000 Penalty: 5096.937988
	Iteration 105Q: 3 clusters Score -4298778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4298780.500000 Penalty: 5096.937988
	Iteration 106Q: 3 clusters Score -4298780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4298790.500000 Penalty: 5096.937988
	Iteration 107Q: 3 clusters Score -4298790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 5096.937988
	Iteration 108Q: 3 clusters Score -4298801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4298797.500000 Penalty: 5096.937988
	Iteration 109Q: 3 clusters Score -4298798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4298792.000000 Penalty: 5096.937988
	Iteration 110Q: 3 clusters Score -4298792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4298796.500000 Penalty: 5096.937988
	Iteration 111Q: 3 clusters Score -4298796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4298800.000000 Penalty: 5096.937988
	Iteration 112Q: 3 clusters Score -4298800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4298803.000000 Penalty: 5096.937988
	Iteration 113Q: 3 clusters Score -4298803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4298800.000000 Penalty: 5096.937988
	Iteration 114Q: 3 clusters Score -4298800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 5096.937988
	Iteration 115Q: 3 clusters Score -4298801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 5096.937988
	Iteration 116Q: 3 clusters Score -4298798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4298799.500000 Penalty: 5096.937988
	Iteration 117Q: 3 clusters Score -4298800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 5096.937988
	Iteration 118Q: 3 clusters Score -4298801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4298802.000000 Penalty: 5096.937988
	Iteration 119Q: 3 clusters Score -4298802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4298800.000000 Penalty: 5096.937988
	Iteration 120F: 3 clusters Score -4298800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4298800.000000 Penalty: 5096.937988
	Iteration 121Q: 3 clusters Score -4298800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4298802.000000 Penalty: 5096.937988
	Iteration 122Q: 3 clusters Score -4298802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 5096.937988
	Iteration 123Q: 3 clusters Score -4298801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4298804.000000 Penalty: 5096.937988
	Iteration 124Q: 3 clusters Score -4298804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4298808.500000 Penalty: 5096.937988
	Iteration 125Q: 3 clusters Score -4298808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4298806.000000 Penalty: 5096.937988
	Iteration 126Q: 3 clusters Score -4298806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4298808.000000 Penalty: 5096.937988
	Iteration 127Q: 3 clusters Score -4298808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4298805.000000 Penalty: 5096.937988
	Iteration 128Q: 3 clusters Score -4298805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4298805.000000 Penalty: 5096.937988
	Iteration 129F: 3 clusters Score -4298805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Entering Unmasked Estep 
Score: -120280184.000000 Penalty: 87608.578125
Splitting cluster 5 changes total score from -120254072.000000 to -120280184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -146514.875000 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -146514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144990.281250 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -144990.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146432.109375 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -146432.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147482.203125 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -147482.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147833.046875 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -147833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147952.062500 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -147952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147972.921875 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -147972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147979.000000 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -147979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147982.484375 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -147982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147983.531250 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -147983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147983.531250 Penalty: 3441.389160
	Iteration 9F: 3 clusters Score -147983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Entering Unmasked Estep 
Score: -120279968.000000 Penalty: 90978.140625
Splitting cluster 6 changes total score from -120254072.000000 to -120279968.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -282373.093750 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -282373.1 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 989 members 
Entering Unmasked Estep 
Score: -279845.750000 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -279845.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281515.437500 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -281515.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283251.250000 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -283251.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -284067.125000 Penalty: 3758.506348
	Iteration 3F: 3 clusters Score -284067.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -284525.468750 Penalty: 3758.506348
	Iteration 4Q: 3 clusters Score -284525.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -284591.687500 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -284591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -284614.218750 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -284614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -284625.625000 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -284625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284630.093750 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -284630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284630.093750 Penalty: 3758.506348
	Iteration 9F: 3 clusters Score -284630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Entering Unmasked Estep 
Score: -120280976.000000 Penalty: 94347.703125
Splitting cluster 7 changes total score from -120254072.000000 to -120280976.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (107444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Entering Unmasked Estep 
Score: -16936306.000000 Penalty: 2873.011963
	Iteration 0F: 2 clusters Score -1.693631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -16869536.000000 Penalty: 5746.023926
	Iteration 0F: 3 clusters Score -1.686954e+07 nChanged 50902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -16898878.000000 Penalty: 5746.023926
	Iteration 1F: 3 clusters Score -1.689888e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -16900160.000000 Penalty: 5746.023926
	Iteration 2Q: 3 clusters Score -1.690016e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -16901716.000000 Penalty: 5746.023926
	Iteration 3Q: 3 clusters Score -1.690172e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -16903480.000000 Penalty: 5746.023926
	Iteration 4Q: 3 clusters Score -1.690348e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -16905742.000000 Penalty: 5746.023926
	Iteration 5Q: 3 clusters Score -1.690574e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -16908436.000000 Penalty: 5746.023926
	Iteration 6F: 3 clusters Score -1.690844e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -16911246.000000 Penalty: 5746.023926
	Iteration 7F: 3 clusters Score -1.691125e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -16914030.000000 Penalty: 5746.023926
	Iteration 8F: 3 clusters Score -1.691403e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -16916146.000000 Penalty: 5746.023926
	Iteration 9F: 3 clusters Score -1.691615e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -16917444.000000 Penalty: 5746.023926
	Iteration 10Q: 3 clusters Score -1.691744e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -16918248.000000 Penalty: 5746.023926
	Iteration 11Q: 3 clusters Score -1.691825e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -16918936.000000 Penalty: 5746.023926
	Iteration 12Q: 3 clusters Score -1.691894e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -16919584.000000 Penalty: 5746.023926
	Iteration 13Q: 3 clusters Score -1.691958e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -16920342.000000 Penalty: 5746.023926
	Iteration 14Q: 3 clusters Score -1.692034e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -16921306.000000 Penalty: 5746.023926
	Iteration 15Q: 3 clusters Score -1.692131e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -16922696.000000 Penalty: 5746.023926
	Iteration 16Q: 3 clusters Score -1.69227e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -16924168.000000 Penalty: 5746.023926
	Iteration 17Q: 3 clusters Score -1.692417e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -16925098.000000 Penalty: 5746.023926
	Iteration 18Q: 3 clusters Score -1.69251e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -16925952.000000 Penalty: 5746.023926
	Iteration 19Q: 3 clusters Score -1.692595e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -16926612.000000 Penalty: 5746.023926
	Iteration 20F: 3 clusters Score -1.692661e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -16927338.000000 Penalty: 5746.023926
	Iteration 21Q: 3 clusters Score -1.692734e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -16927898.000000 Penalty: 5746.023926
	Iteration 22Q: 3 clusters Score -1.69279e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -16928456.000000 Penalty: 5746.023926
	Iteration 23Q: 3 clusters Score -1.692846e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -16929086.000000 Penalty: 5746.023926
	Iteration 24Q: 3 clusters Score -1.692909e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -16929680.000000 Penalty: 5746.023926
	Iteration 25Q: 3 clusters Score -1.692968e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -16930176.000000 Penalty: 5746.023926
	Iteration 26Q: 3 clusters Score -1.693018e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -16930762.000000 Penalty: 5746.023926
	Iteration 27Q: 3 clusters Score -1.693076e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -16931304.000000 Penalty: 5746.023926
	Iteration 28Q: 3 clusters Score -1.69313e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99017 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -16931896.000000 Penalty: 5746.023926
	Iteration 29Q: 3 clusters Score -1.69319e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -16932362.000000 Penalty: 5746.023926
	Iteration 30Q: 3 clusters Score -1.693236e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -16932724.000000 Penalty: 5746.023926
	Iteration 31Q: 3 clusters Score -1.693272e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -16933050.000000 Penalty: 5746.023926
	Iteration 32Q: 3 clusters Score -1.693305e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -16933280.000000 Penalty: 5746.023926
	Iteration 33Q: 3 clusters Score -1.693328e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -16933484.000000 Penalty: 5746.023926
	Iteration 34Q: 3 clusters Score -1.693348e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -16933734.000000 Penalty: 5746.023926
	Iteration 35Q: 3 clusters Score -1.693373e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -16933842.000000 Penalty: 5746.023926
	Iteration 36Q: 3 clusters Score -1.693384e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -16933976.000000 Penalty: 5746.023926
	Iteration 37Q: 3 clusters Score -1.693398e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -16934046.000000 Penalty: 5746.023926
	Iteration 38Q: 3 clusters Score -1.693405e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -16934126.000000 Penalty: 5746.023926
	Iteration 39Q: 3 clusters Score -1.693413e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -16934156.000000 Penalty: 5746.023926
	Iteration 40F: 3 clusters Score -1.693416e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -16934194.000000 Penalty: 5746.023926
	Iteration 41Q: 3 clusters Score -1.693419e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -16934254.000000 Penalty: 5746.023926
	Iteration 42Q: 3 clusters Score -1.693425e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -16934274.000000 Penalty: 5746.023926
	Iteration 43Q: 3 clusters Score -1.693427e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -16934302.000000 Penalty: 5746.023926
	Iteration 44Q: 3 clusters Score -1.69343e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104955 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -16934310.000000 Penalty: 5746.023926
	Iteration 45Q: 3 clusters Score -1.693431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16934340.000000 Penalty: 5746.023926
	Iteration 46Q: 3 clusters Score -1.693434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -16934366.000000 Penalty: 5746.023926
	Iteration 47Q: 3 clusters Score -1.693437e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16934380.000000 Penalty: 5746.023926
	Iteration 48Q: 3 clusters Score -1.693438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16934406.000000 Penalty: 5746.023926
	Iteration 49Q: 3 clusters Score -1.693441e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -16934416.000000 Penalty: 5746.023926
	Iteration 50Q: 3 clusters Score -1.693442e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -16934450.000000 Penalty: 5746.023926
	Iteration 51Q: 3 clusters Score -1.693445e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16934580.000000 Penalty: 5746.023926
	Iteration 52Q: 3 clusters Score -1.693458e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -16934616.000000 Penalty: 5746.023926
	Iteration 53Q: 3 clusters Score -1.693462e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -16934674.000000 Penalty: 5746.023926
	Iteration 54Q: 3 clusters Score -1.693467e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16934772.000000 Penalty: 5746.023926
	Iteration 55Q: 3 clusters Score -1.693477e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -16934842.000000 Penalty: 5746.023926
	Iteration 56Q: 3 clusters Score -1.693484e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16934886.000000 Penalty: 5746.023926
	Iteration 57Q: 3 clusters Score -1.693489e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -16934938.000000 Penalty: 5746.023926
	Iteration 58Q: 3 clusters Score -1.693494e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16934952.000000 Penalty: 5746.023926
	Iteration 59Q: 3 clusters Score -1.693495e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16935006.000000 Penalty: 5746.023926
	Iteration 60F: 3 clusters Score -1.693501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16935070.000000 Penalty: 5746.023926
	Iteration 61Q: 3 clusters Score -1.693507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16935070.000000 Penalty: 5746.023926
	Iteration 62Q: 3 clusters Score -1.693507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16935080.000000 Penalty: 5746.023926
	Iteration 63Q: 3 clusters Score -1.693508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16935104.000000 Penalty: 5746.023926
	Iteration 64Q: 3 clusters Score -1.69351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -16935104.000000 Penalty: 5746.023926
	Iteration 65Q: 3 clusters Score -1.69351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16935126.000000 Penalty: 5746.023926
	Iteration 66Q: 3 clusters Score -1.693513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16935134.000000 Penalty: 5746.023926
	Iteration 67Q: 3 clusters Score -1.693513e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16935158.000000 Penalty: 5746.023926
	Iteration 68Q: 3 clusters Score -1.693516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -16935162.000000 Penalty: 5746.023926
	Iteration 69Q: 3 clusters Score -1.693516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16935156.000000 Penalty: 5746.023926
	Iteration 70Q: 3 clusters Score -1.693516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16935154.000000 Penalty: 5746.023926
	Iteration 71Q: 3 clusters Score -1.693515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -16935174.000000 Penalty: 5746.023926
	Iteration 72Q: 3 clusters Score -1.693517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16935170.000000 Penalty: 5746.023926
	Iteration 73Q: 3 clusters Score -1.693517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105911 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16935162.000000 Penalty: 5746.023926
	Iteration 74Q: 3 clusters Score -1.693516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16935182.000000 Penalty: 5746.023926
	Iteration 75Q: 3 clusters Score -1.693518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16935174.000000 Penalty: 5746.023926
	Iteration 76Q: 3 clusters Score -1.693517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16935178.000000 Penalty: 5746.023926
	Iteration 77Q: 3 clusters Score -1.693518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16935184.000000 Penalty: 5746.023926
	Iteration 78Q: 3 clusters Score -1.693518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16935190.000000 Penalty: 5746.023926
	Iteration 79Q: 3 clusters Score -1.693519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16935196.000000 Penalty: 5746.023926
	Iteration 80F: 3 clusters Score -1.69352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16935204.000000 Penalty: 5746.023926
	Iteration 81Q: 3 clusters Score -1.69352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16935204.000000 Penalty: 5746.023926
	Iteration 82Q: 3 clusters Score -1.69352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16935196.000000 Penalty: 5746.023926
	Iteration 83Q: 3 clusters Score -1.69352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16935202.000000 Penalty: 5746.023926
	Iteration 84Q: 3 clusters Score -1.69352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16935200.000000 Penalty: 5746.023926
	Iteration 85Q: 3 clusters Score -1.69352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16935200.000000 Penalty: 5746.023926
	Iteration 86F: 3 clusters Score -1.69352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -168362.875000 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -168362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -166325.000000 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -166325 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166659.234375 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -166659.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -166748.625000 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -166748.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166800.453125 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -166800.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166830.421875 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -166830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166848.703125 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -166848.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166858.093750 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -166858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -166865.734375 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -166865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166873.390625 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -166873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -166880.640625 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -166880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166886.218750 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -166886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166906.171875 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -166906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -166918.890625 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -166918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -166929.625000 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -166929.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166948.828125 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -166948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166966.656250 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -166966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166977.781250 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -166977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166989.437500 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -166989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -167002.140625 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -167002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -167012.500000 Penalty: 3484.226074
	Iteration 19Q: 3 clusters Score -167012.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -167024.546875 Penalty: 3484.226074
	Iteration 20F: 3 clusters Score -167024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -167041.437500 Penalty: 3484.226074
	Iteration 21Q: 3 clusters Score -167041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -167064.703125 Penalty: 3484.226074
	Iteration 22Q: 3 clusters Score -167064.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -167090.718750 Penalty: 3484.226074
	Iteration 23Q: 3 clusters Score -167090.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167119.437500 Penalty: 3484.226074
	Iteration 24Q: 3 clusters Score -167119.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -167155.484375 Penalty: 3484.226074
	Iteration 25Q: 3 clusters Score -167155.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -167195.796875 Penalty: 3484.226074
	Iteration 26Q: 3 clusters Score -167195.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -167238.046875 Penalty: 3484.226074
	Iteration 27Q: 3 clusters Score -167238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -167278.531250 Penalty: 3484.226074
	Iteration 28Q: 3 clusters Score -167278.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -167313.859375 Penalty: 3484.226074
	Iteration 29Q: 3 clusters Score -167313.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -167359.953125 Penalty: 3484.226074
	Iteration 30Q: 3 clusters Score -167360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -167392.109375 Penalty: 3484.226074
	Iteration 31Q: 3 clusters Score -167392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -167410.859375 Penalty: 3484.226074
	Iteration 32Q: 3 clusters Score -167410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -167433.734375 Penalty: 3484.226074
	Iteration 33Q: 3 clusters Score -167433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -167456.187500 Penalty: 3484.226074
	Iteration 34Q: 3 clusters Score -167456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -167463.765625 Penalty: 3484.226074
	Iteration 35Q: 3 clusters Score -167463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -167473.578125 Penalty: 3484.226074
	Iteration 36Q: 3 clusters Score -167473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -167489.125000 Penalty: 3484.226074
	Iteration 37Q: 3 clusters Score -167489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -167518.234375 Penalty: 3484.226074
	Iteration 38Q: 3 clusters Score -167518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -167555.687500 Penalty: 3484.226074
	Iteration 39Q: 3 clusters Score -167555.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -167587.093750 Penalty: 3484.226074
	Iteration 40F: 3 clusters Score -167587.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -167632.703125 Penalty: 3484.226074
	Iteration 41Q: 3 clusters Score -167632.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -167702.531250 Penalty: 3484.226074
	Iteration 42Q: 3 clusters Score -167702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -167778.140625 Penalty: 3484.226074
	Iteration 43Q: 3 clusters Score -167778.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -167976.953125 Penalty: 3484.226074
	Iteration 44Q: 3 clusters Score -167977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -168257.062500 Penalty: 3484.226074
	Iteration 45Q: 3 clusters Score -168257.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -168748.671875 Penalty: 3484.226074
	Iteration 46Q: 3 clusters Score -168748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -168786.093750 Penalty: 3484.226074
	Iteration 47Q: 3 clusters Score -168786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -168793.703125 Penalty: 3484.226074
	Iteration 48Q: 3 clusters Score -168793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -168793.703125 Penalty: 3484.226074
	Iteration 49F: 3 clusters Score -168793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Entering Unmasked Estep 
Score: -120279536.000000 Penalty: 97717.265625
Splitting cluster 10 changes total score from -120254072.000000 to -120279536.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (22265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Entering Unmasked Estep 
Score: -3278229.500000 Penalty: 2482.671143
	Iteration 0F: 2 clusters Score -3278230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3262836.500000 Penalty: 4965.342285
	Iteration 0F: 3 clusters Score -3262836 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3268638.500000 Penalty: 4965.342285
	Iteration 1F: 3 clusters Score -3268638 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3270052.750000 Penalty: 4965.342285
	Iteration 2F: 3 clusters Score -3270053 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3271723.000000 Penalty: 4965.342285
	Iteration 3F: 3 clusters Score -3271723 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3273376.250000 Penalty: 4965.342285
	Iteration 4F: 3 clusters Score -3273376 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3274775.500000 Penalty: 4965.342285
	Iteration 5F: 3 clusters Score -3274776 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3275768.750000 Penalty: 4965.342285
	Iteration 6F: 3 clusters Score -3275769 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3276404.750000 Penalty: 4965.342285
	Iteration 7Q: 3 clusters Score -3276405 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3276785.500000 Penalty: 4965.342285
	Iteration 8Q: 3 clusters Score -3276786 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3276994.750000 Penalty: 4965.342285
	Iteration 9Q: 3 clusters Score -3276995 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3277133.250000 Penalty: 4965.342285
	Iteration 10Q: 3 clusters Score -3277133 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3277230.750000 Penalty: 4965.342285
	Iteration 11Q: 3 clusters Score -3277231 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3277297.000000 Penalty: 4965.342285
	Iteration 12Q: 3 clusters Score -3277297 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3277341.500000 Penalty: 4965.342285
	Iteration 13Q: 3 clusters Score -3277342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3277367.500000 Penalty: 4965.342285
	Iteration 14Q: 3 clusters Score -3277368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3277409.000000 Penalty: 4965.342285
	Iteration 15Q: 3 clusters Score -3277409 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3277443.500000 Penalty: 4965.342285
	Iteration 16Q: 3 clusters Score -3277444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3277470.000000 Penalty: 4965.342285
	Iteration 17Q: 3 clusters Score -3277470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3277509.000000 Penalty: 4965.342285
	Iteration 18Q: 3 clusters Score -3277509 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3277549.750000 Penalty: 4965.342285
	Iteration 19Q: 3 clusters Score -3277550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3277581.000000 Penalty: 4965.342285
	Iteration 20F: 3 clusters Score -3277581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3277612.750000 Penalty: 4965.342285
	Iteration 21Q: 3 clusters Score -3277613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3277630.750000 Penalty: 4965.342285
	Iteration 22Q: 3 clusters Score -3277631 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3277671.000000 Penalty: 4965.342285
	Iteration 23Q: 3 clusters Score -3277671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3277691.000000 Penalty: 4965.342285
	Iteration 24Q: 3 clusters Score -3277691 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3277685.000000 Penalty: 4965.342285
	Iteration 25Q: 3 clusters Score -3277685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3277705.250000 Penalty: 4965.342285
	Iteration 26Q: 3 clusters Score -3277705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3277723.250000 Penalty: 4965.342285
	Iteration 27Q: 3 clusters Score -3277723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3277741.500000 Penalty: 4965.342285
	Iteration 28Q: 3 clusters Score -3277742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3277745.500000 Penalty: 4965.342285
	Iteration 29Q: 3 clusters Score -3277746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3277746.500000 Penalty: 4965.342285
	Iteration 30Q: 3 clusters Score -3277746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3277750.750000 Penalty: 4965.342285
	Iteration 31Q: 3 clusters Score -3277751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3277758.000000 Penalty: 4965.342285
	Iteration 32Q: 3 clusters Score -3277758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3277770.500000 Penalty: 4965.342285
	Iteration 33Q: 3 clusters Score -3277770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3277785.500000 Penalty: 4965.342285
	Iteration 34Q: 3 clusters Score -3277786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3277793.250000 Penalty: 4965.342285
	Iteration 35Q: 3 clusters Score -3277793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3277798.000000 Penalty: 4965.342285
	Iteration 36Q: 3 clusters Score -3277798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3277812.250000 Penalty: 4965.342285
	Iteration 37Q: 3 clusters Score -3277812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3277824.250000 Penalty: 4965.342285
	Iteration 38Q: 3 clusters Score -3277824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3277837.500000 Penalty: 4965.342285
	Iteration 39Q: 3 clusters Score -3277838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3277844.000000 Penalty: 4965.342285
	Iteration 40F: 3 clusters Score -3277844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3277854.500000 Penalty: 4965.342285
	Iteration 41Q: 3 clusters Score -3277854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -3277856.750000 Penalty: 4965.342285
	Iteration 42Q: 3 clusters Score -3277857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3277864.250000 Penalty: 4965.342285
	Iteration 43Q: 3 clusters Score -3277864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3277866.000000 Penalty: 4965.342285
	Iteration 44Q: 3 clusters Score -3277866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3277873.750000 Penalty: 4965.342285
	Iteration 45Q: 3 clusters Score -3277874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3277885.250000 Penalty: 4965.342285
	Iteration 46Q: 3 clusters Score -3277885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3277897.250000 Penalty: 4965.342285
	Iteration 47Q: 3 clusters Score -3277897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3277891.250000 Penalty: 4965.342285
	Iteration 48Q: 3 clusters Score -3277891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3277899.750000 Penalty: 4965.342285
	Iteration 49Q: 3 clusters Score -3277900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3277904.000000 Penalty: 4965.342285
	Iteration 50Q: 3 clusters Score -3277904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3277908.500000 Penalty: 4965.342285
	Iteration 51Q: 3 clusters Score -3277908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3277917.000000 Penalty: 4965.342285
	Iteration 52Q: 3 clusters Score -3277917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3277907.000000 Penalty: 4965.342285
	Iteration 53Q: 3 clusters Score -3277907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3277910.000000 Penalty: 4965.342285
	Iteration 54Q: 3 clusters Score -3277910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3277908.000000 Penalty: 4965.342285
	Iteration 55Q: 3 clusters Score -3277908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3277910.750000 Penalty: 4965.342285
	Iteration 56Q: 3 clusters Score -3277911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3277911.000000 Penalty: 4965.342285
	Iteration 57Q: 3 clusters Score -3277911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3277919.750000 Penalty: 4965.342285
	Iteration 58Q: 3 clusters Score -3277920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3277924.000000 Penalty: 4965.342285
	Iteration 59Q: 3 clusters Score -3277924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3277919.750000 Penalty: 4965.342285
	Iteration 60F: 3 clusters Score -3277920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3277922.250000 Penalty: 4965.342285
	Iteration 61Q: 3 clusters Score -3277922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3277919.000000 Penalty: 4965.342285
	Iteration 62Q: 3 clusters Score -3277919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3277922.250000 Penalty: 4965.342285
	Iteration 63Q: 3 clusters Score -3277922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3277922.250000 Penalty: 4965.342285
	Iteration 64Q: 3 clusters Score -3277922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3277916.000000 Penalty: 4965.342285
	Iteration 65Q: 3 clusters Score -3277916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3277918.500000 Penalty: 4965.342285
	Iteration 66Q: 3 clusters Score -3277918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3277922.750000 Penalty: 4965.342285
	Iteration 67Q: 3 clusters Score -3277923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3277927.250000 Penalty: 4965.342285
	Iteration 68Q: 3 clusters Score -3277927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3277928.500000 Penalty: 4965.342285
	Iteration 69Q: 3 clusters Score -3277928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3277925.000000 Penalty: 4965.342285
	Iteration 70Q: 3 clusters Score -3277925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3277931.750000 Penalty: 4965.342285
	Iteration 71Q: 3 clusters Score -3277932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3277926.250000 Penalty: 4965.342285
	Iteration 72Q: 3 clusters Score -3277926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3277932.000000 Penalty: 4965.342285
	Iteration 73Q: 3 clusters Score -3277932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3277939.750000 Penalty: 4965.342285
	Iteration 74Q: 3 clusters Score -3277940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3277939.250000 Penalty: 4965.342285
	Iteration 75Q: 3 clusters Score -3277939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3277940.500000 Penalty: 4965.342285
	Iteration 76Q: 3 clusters Score -3277940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3277935.750000 Penalty: 4965.342285
	Iteration 77Q: 3 clusters Score -3277936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3277946.000000 Penalty: 4965.342285
	Iteration 78Q: 3 clusters Score -3277946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3277948.750000 Penalty: 4965.342285
	Iteration 79Q: 3 clusters Score -3277949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3277945.250000 Penalty: 4965.342285
	Iteration 80F: 3 clusters Score -3277945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3277943.750000 Penalty: 4965.342285
	Iteration 81Q: 3 clusters Score -3277944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3277942.750000 Penalty: 4965.342285
	Iteration 82Q: 3 clusters Score -3277943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3277946.250000 Penalty: 4965.342285
	Iteration 83Q: 3 clusters Score -3277946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3277948.250000 Penalty: 4965.342285
	Iteration 84Q: 3 clusters Score -3277948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3277939.500000 Penalty: 4965.342285
	Iteration 85Q: 3 clusters Score -3277940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3277941.000000 Penalty: 4965.342285
	Iteration 86Q: 3 clusters Score -3277941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3277957.750000 Penalty: 4965.342285
	Iteration 87Q: 3 clusters Score -3277958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3277953.750000 Penalty: 4965.342285
	Iteration 88Q: 3 clusters Score -3277954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3277963.500000 Penalty: 4965.342285
	Iteration 89Q: 3 clusters Score -3277964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3277962.500000 Penalty: 4965.342285
	Iteration 90Q: 3 clusters Score -3277962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3277962.000000 Penalty: 4965.342285
	Iteration 91Q: 3 clusters Score -3277962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3277960.750000 Penalty: 4965.342285
	Iteration 92Q: 3 clusters Score -3277961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3277960.000000 Penalty: 4965.342285
	Iteration 93Q: 3 clusters Score -3277960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3277962.000000 Penalty: 4965.342285
	Iteration 94Q: 3 clusters Score -3277962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3277970.500000 Penalty: 4965.342285
	Iteration 95Q: 3 clusters Score -3277970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3277969.500000 Penalty: 4965.342285
	Iteration 96Q: 3 clusters Score -3277970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3277976.500000 Penalty: 4965.342285
	Iteration 97Q: 3 clusters Score -3277976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3277973.250000 Penalty: 4965.342285
	Iteration 98Q: 3 clusters Score -3277973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3277973.500000 Penalty: 4965.342285
	Iteration 99Q: 3 clusters Score -3277974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3277975.500000 Penalty: 4965.342285
	Iteration 100F: 3 clusters Score -3277976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3277981.250000 Penalty: 4965.342285
	Iteration 101Q: 3 clusters Score -3277981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3277980.500000 Penalty: 4965.342285
	Iteration 102Q: 3 clusters Score -3277980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3277986.250000 Penalty: 4965.342285
	Iteration 103Q: 3 clusters Score -3277986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3277989.000000 Penalty: 4965.342285
	Iteration 104Q: 3 clusters Score -3277989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3277991.000000 Penalty: 4965.342285
	Iteration 105Q: 3 clusters Score -3277991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3277991.000000 Penalty: 4965.342285
	Iteration 106Q: 3 clusters Score -3277991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3277997.750000 Penalty: 4965.342285
	Iteration 107Q: 3 clusters Score -3277998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3277999.750000 Penalty: 4965.342285
	Iteration 108Q: 3 clusters Score -3278000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3277998.500000 Penalty: 4965.342285
	Iteration 109Q: 3 clusters Score -3277998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3278000.250000 Penalty: 4965.342285
	Iteration 110Q: 3 clusters Score -3278000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3277999.250000 Penalty: 4965.342285
	Iteration 111Q: 3 clusters Score -3277999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3278000.500000 Penalty: 4965.342285
	Iteration 112Q: 3 clusters Score -3278000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3278010.750000 Penalty: 4965.342285
	Iteration 113Q: 3 clusters Score -3278011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3278009.000000 Penalty: 4965.342285
	Iteration 114Q: 3 clusters Score -3278009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3278008.000000 Penalty: 4965.342285
	Iteration 115Q: 3 clusters Score -3278008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3278006.000000 Penalty: 4965.342285
	Iteration 116Q: 3 clusters Score -3278006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3278007.750000 Penalty: 4965.342285
	Iteration 117Q: 3 clusters Score -3278008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3278011.250000 Penalty: 4965.342285
	Iteration 118Q: 3 clusters Score -3278011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3278013.500000 Penalty: 4965.342285
	Iteration 119Q: 3 clusters Score -3278014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3278008.000000 Penalty: 4965.342285
	Iteration 120F: 3 clusters Score -3278008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3278021.750000 Penalty: 4965.342285
	Iteration 121Q: 3 clusters Score -3278022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3278035.250000 Penalty: 4965.342285
	Iteration 122Q: 3 clusters Score -3278035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3278038.500000 Penalty: 4965.342285
	Iteration 123Q: 3 clusters Score -3278038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3278048.000000 Penalty: 4965.342285
	Iteration 124Q: 3 clusters Score -3278048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3278050.250000 Penalty: 4965.342285
	Iteration 125Q: 3 clusters Score -3278050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3278055.500000 Penalty: 4965.342285
	Iteration 126Q: 3 clusters Score -3278056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3278057.500000 Penalty: 4965.342285
	Iteration 127Q: 3 clusters Score -3278058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3278061.000000 Penalty: 4965.342285
	Iteration 128Q: 3 clusters Score -3278061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3278061.750000 Penalty: 4965.342285
	Iteration 129Q: 3 clusters Score -3278062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3278067.000000 Penalty: 4965.342285
	Iteration 130Q: 3 clusters Score -3278067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3278063.250000 Penalty: 4965.342285
	Iteration 131Q: 3 clusters Score -3278063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3278062.250000 Penalty: 4965.342285
	Iteration 132Q: 3 clusters Score -3278062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3278069.500000 Penalty: 4965.342285
	Iteration 133Q: 3 clusters Score -3278070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3278065.000000 Penalty: 4965.342285
	Iteration 134Q: 3 clusters Score -3278065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3278069.500000 Penalty: 4965.342285
	Iteration 135Q: 3 clusters Score -3278070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3278067.000000 Penalty: 4965.342285
	Iteration 136Q: 3 clusters Score -3278067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3278068.500000 Penalty: 4965.342285
	Iteration 137Q: 3 clusters Score -3278068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3278077.000000 Penalty: 4965.342285
	Iteration 138Q: 3 clusters Score -3278077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3278078.000000 Penalty: 4965.342285
	Iteration 139Q: 3 clusters Score -3278078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3278077.250000 Penalty: 4965.342285
	Iteration 140F: 3 clusters Score -3278077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3278076.250000 Penalty: 4965.342285
	Iteration 141Q: 3 clusters Score -3278076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3278077.750000 Penalty: 4965.342285
	Iteration 142Q: 3 clusters Score -3278078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3278069.500000 Penalty: 4965.342285
	Iteration 143Q: 3 clusters Score -3278070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3278074.250000 Penalty: 4965.342285
	Iteration 144Q: 3 clusters Score -3278074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3278088.000000 Penalty: 4965.342285
	Iteration 145Q: 3 clusters Score -3278088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3278093.000000 Penalty: 4965.342285
	Iteration 146Q: 3 clusters Score -3278093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3278100.000000 Penalty: 4965.342285
	Iteration 147Q: 3 clusters Score -3278100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3278101.500000 Penalty: 4965.342285
	Iteration 148Q: 3 clusters Score -3278102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3278103.500000 Penalty: 4965.342285
	Iteration 149Q: 3 clusters Score -3278104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3278115.750000 Penalty: 4965.342285
	Iteration 150Q: 3 clusters Score -3278116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3278128.750000 Penalty: 4965.342285
	Iteration 151Q: 3 clusters Score -3278129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3278135.250000 Penalty: 4965.342285
	Iteration 152Q: 3 clusters Score -3278135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3278125.500000 Penalty: 4965.342285
	Iteration 153Q: 3 clusters Score -3278126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3278136.500000 Penalty: 4965.342285
	Iteration 154Q: 3 clusters Score -3278136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3278130.000000 Penalty: 4965.342285
	Iteration 155Q: 3 clusters Score -3278130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3278137.500000 Penalty: 4965.342285
	Iteration 156Q: 3 clusters Score -3278138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3278141.250000 Penalty: 4965.342285
	Iteration 157Q: 3 clusters Score -3278141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3278139.750000 Penalty: 4965.342285
	Iteration 158Q: 3 clusters Score -3278140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3278145.750000 Penalty: 4965.342285
	Iteration 159Q: 3 clusters Score -3278146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3278151.500000 Penalty: 4965.342285
	Iteration 160F: 3 clusters Score -3278152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3278153.250000 Penalty: 4965.342285
	Iteration 161Q: 3 clusters Score -3278153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3278152.250000 Penalty: 4965.342285
	Iteration 162Q: 3 clusters Score -3278152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3278154.500000 Penalty: 4965.342285
	Iteration 163Q: 3 clusters Score -3278154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3278158.500000 Penalty: 4965.342285
	Iteration 164Q: 3 clusters Score -3278158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3278171.000000 Penalty: 4965.342285
	Iteration 165Q: 3 clusters Score -3278171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3278173.250000 Penalty: 4965.342285
	Iteration 166Q: 3 clusters Score -3278173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3278176.500000 Penalty: 4965.342285
	Iteration 167Q: 3 clusters Score -3278176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3278178.000000 Penalty: 4965.342285
	Iteration 168Q: 3 clusters Score -3278178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3278180.500000 Penalty: 4965.342285
	Iteration 169Q: 3 clusters Score -3278180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3278183.750000 Penalty: 4965.342285
	Iteration 170Q: 3 clusters Score -3278184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3278183.000000 Penalty: 4965.342285
	Iteration 171Q: 3 clusters Score -3278183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3278181.000000 Penalty: 4965.342285
	Iteration 172Q: 3 clusters Score -3278181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3278177.500000 Penalty: 4965.342285
	Iteration 173Q: 3 clusters Score -3278178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3278181.750000 Penalty: 4965.342285
	Iteration 174Q: 3 clusters Score -3278182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3278182.750000 Penalty: 4965.342285
	Iteration 175Q: 3 clusters Score -3278183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3278181.000000 Penalty: 4965.342285
	Iteration 176Q: 3 clusters Score -3278181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3278184.250000 Penalty: 4965.342285
	Iteration 177Q: 3 clusters Score -3278184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3278179.500000 Penalty: 4965.342285
	Iteration 178Q: 3 clusters Score -3278180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3278188.250000 Penalty: 4965.342285
	Iteration 179Q: 3 clusters Score -3278188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3278183.250000 Penalty: 4965.342285
	Iteration 180F: 3 clusters Score -3278183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3278184.250000 Penalty: 4965.342285
	Iteration 181Q: 3 clusters Score -3278184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3278182.250000 Penalty: 4965.342285
	Iteration 182Q: 3 clusters Score -3278182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3278182.250000 Penalty: 4965.342285
	Iteration 183F: 3 clusters Score -3278182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -121833.257812 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -121833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120337.851562 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -120337.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122145.242188 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -122145.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122845.578125 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -122845.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123252.765625 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -123252.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123353.171875 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -123353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123364.031250 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -123364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123367.828125 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -123367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123368.914062 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -123368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123368.914062 Penalty: 3415.719727
	Iteration 8F: 3 clusters Score -123368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 71501 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Entering Unmasked Estep 
Score: -120279432.000000 Penalty: 101086.828125
Splitting cluster 12 changes total score from -120254072.000000 to -120279432.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (71501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Entering Unmasked Estep 
Score: -10973196.000000 Penalty: 2772.011719
	Iteration 0F: 2 clusters Score -1.09732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -10925400.000000 Penalty: 5544.023438
	Iteration 0F: 3 clusters Score -1.09254e+07 nChanged 33360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -10944742.000000 Penalty: 5544.023438
	Iteration 1F: 3 clusters Score -1.094474e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -10947881.000000 Penalty: 5544.023438
	Iteration 2F: 3 clusters Score -1.094788e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -10954708.000000 Penalty: 5544.023438
	Iteration 3F: 3 clusters Score -1.095471e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -10964309.000000 Penalty: 5544.023438
	Iteration 4F: 3 clusters Score -1.096431e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -10971921.000000 Penalty: 5544.023438
	Iteration 5F: 3 clusters Score -1.097192e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -10975994.000000 Penalty: 5544.023438
	Iteration 6F: 3 clusters Score -1.097599e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -10977894.000000 Penalty: 5544.023438
	Iteration 7Q: 3 clusters Score -1.097789e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -10979011.000000 Penalty: 5544.023438
	Iteration 8Q: 3 clusters Score -1.097901e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -10979828.000000 Penalty: 5544.023438
	Iteration 9Q: 3 clusters Score -1.097983e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -10980447.000000 Penalty: 5544.023438
	Iteration 10Q: 3 clusters Score -1.098045e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -10980894.000000 Penalty: 5544.023438
	Iteration 11Q: 3 clusters Score -1.098089e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -10981111.000000 Penalty: 5544.023438
	Iteration 12Q: 3 clusters Score -1.098111e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -10981229.000000 Penalty: 5544.023438
	Iteration 13Q: 3 clusters Score -1.098123e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -10981377.000000 Penalty: 5544.023438
	Iteration 14Q: 3 clusters Score -1.098138e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -10981425.000000 Penalty: 5544.023438
	Iteration 15Q: 3 clusters Score -1.098142e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -10981458.000000 Penalty: 5544.023438
	Iteration 16Q: 3 clusters Score -1.098146e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -10981485.000000 Penalty: 5544.023438
	Iteration 17Q: 3 clusters Score -1.098148e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -10981497.000000 Penalty: 5544.023438
	Iteration 18Q: 3 clusters Score -1.09815e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -10981507.000000 Penalty: 5544.023438
	Iteration 19Q: 3 clusters Score -1.098151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -10981506.000000 Penalty: 5544.023438
	Iteration 20F: 3 clusters Score -1.098151e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -10981511.000000 Penalty: 5544.023438
	Iteration 21Q: 3 clusters Score -1.098151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -10981510.000000 Penalty: 5544.023438
	Iteration 22Q: 3 clusters Score -1.098151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -10981511.000000 Penalty: 5544.023438
	Iteration 23Q: 3 clusters Score -1.098151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -10981519.000000 Penalty: 5544.023438
	Iteration 24Q: 3 clusters Score -1.098152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -10981512.000000 Penalty: 5544.023438
	Iteration 25Q: 3 clusters Score -1.098151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -10981520.000000 Penalty: 5544.023438
	Iteration 26Q: 3 clusters Score -1.098152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -10981522.000000 Penalty: 5544.023438
	Iteration 27Q: 3 clusters Score -1.098152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -10981501.000000 Penalty: 5544.023438
	Iteration 28Q: 3 clusters Score -1.09815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -10981504.000000 Penalty: 5544.023438
	Iteration 29Q: 3 clusters Score -1.09815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 5544.023438
	Iteration 30Q: 3 clusters Score -1.09815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -10981490.000000 Penalty: 5544.023438
	Iteration 31Q: 3 clusters Score -1.098149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -10981497.000000 Penalty: 5544.023438
	Iteration 32Q: 3 clusters Score -1.09815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -10981496.000000 Penalty: 5544.023438
	Iteration 33Q: 3 clusters Score -1.09815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -10981492.000000 Penalty: 5544.023438
	Iteration 34Q: 3 clusters Score -1.098149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -10981503.000000 Penalty: 5544.023438
	Iteration 35Q: 3 clusters Score -1.09815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -10981507.000000 Penalty: 5544.023438
	Iteration 36Q: 3 clusters Score -1.098151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -10981507.000000 Penalty: 5544.023438
	Iteration 37F: 3 clusters Score -1.098151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 126171 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Entering Unmasked Estep 
Score: -120288608.000000 Penalty: 104456.382812
Splitting cluster 13 changes total score from -120254072.000000 to -120288608.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (32609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Entering Unmasked Estep 
Score: -5094996.000000 Penalty: 2577.301270
	Iteration 0F: 2 clusters Score -5094996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5072657.000000 Penalty: 5154.602539
	Iteration 0F: 3 clusters Score -5072657 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -5081053.000000 Penalty: 5154.602539
	Iteration 1F: 3 clusters Score -5081053 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5081799.000000 Penalty: 5154.602539
	Iteration 2F: 3 clusters Score -5081799 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5082573.500000 Penalty: 5154.602539
	Iteration 3F: 3 clusters Score -5082574 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5083466.000000 Penalty: 5154.602539
	Iteration 4F: 3 clusters Score -5083466 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5084452.500000 Penalty: 5154.602539
	Iteration 5F: 3 clusters Score -5084452 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5085628.000000 Penalty: 5154.602539
	Iteration 6F: 3 clusters Score -5085628 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5086878.500000 Penalty: 5154.602539
	Iteration 7F: 3 clusters Score -5086878 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -5088198.000000 Penalty: 5154.602539
	Iteration 8F: 3 clusters Score -5088198 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -5089294.500000 Penalty: 5154.602539
	Iteration 9F: 3 clusters Score -5089294 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5090145.000000 Penalty: 5154.602539
	Iteration 10Q: 3 clusters Score -5090145 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5090805.000000 Penalty: 5154.602539
	Iteration 11Q: 3 clusters Score -5090805 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5091215.500000 Penalty: 5154.602539
	Iteration 12Q: 3 clusters Score -5091216 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5091556.500000 Penalty: 5154.602539
	Iteration 13Q: 3 clusters Score -5091556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -5091811.500000 Penalty: 5154.602539
	Iteration 14Q: 3 clusters Score -5091812 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -5092016.000000 Penalty: 5154.602539
	Iteration 15Q: 3 clusters Score -5092016 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5092201.500000 Penalty: 5154.602539
	Iteration 16Q: 3 clusters Score -5092202 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5092407.000000 Penalty: 5154.602539
	Iteration 17Q: 3 clusters Score -5092407 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5092569.000000 Penalty: 5154.602539
	Iteration 18Q: 3 clusters Score -5092569 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5092658.500000 Penalty: 5154.602539
	Iteration 19Q: 3 clusters Score -5092658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5092753.500000 Penalty: 5154.602539
	Iteration 20F: 3 clusters Score -5092754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5092808.000000 Penalty: 5154.602539
	Iteration 21Q: 3 clusters Score -5092808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5092881.500000 Penalty: 5154.602539
	Iteration 22Q: 3 clusters Score -5092882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5092932.000000 Penalty: 5154.602539
	Iteration 23Q: 3 clusters Score -5092932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5092958.000000 Penalty: 5154.602539
	Iteration 24Q: 3 clusters Score -5092958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5092990.000000 Penalty: 5154.602539
	Iteration 25Q: 3 clusters Score -5092990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5093020.000000 Penalty: 5154.602539
	Iteration 26Q: 3 clusters Score -5093020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5093033.500000 Penalty: 5154.602539
	Iteration 27Q: 3 clusters Score -5093034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5093050.000000 Penalty: 5154.602539
	Iteration 28Q: 3 clusters Score -5093050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5093043.500000 Penalty: 5154.602539
	Iteration 29Q: 3 clusters Score -5093044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5093045.000000 Penalty: 5154.602539
	Iteration 30Q: 3 clusters Score -5093045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5093075.000000 Penalty: 5154.602539
	Iteration 31Q: 3 clusters Score -5093075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5093072.500000 Penalty: 5154.602539
	Iteration 32Q: 3 clusters Score -5093072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5093079.000000 Penalty: 5154.602539
	Iteration 33Q: 3 clusters Score -5093079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5093070.000000 Penalty: 5154.602539
	Iteration 34Q: 3 clusters Score -5093070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5093079.500000 Penalty: 5154.602539
	Iteration 35Q: 3 clusters Score -5093080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5093084.000000 Penalty: 5154.602539
	Iteration 36Q: 3 clusters Score -5093084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5093082.500000 Penalty: 5154.602539
	Iteration 37Q: 3 clusters Score -5093082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5093089.000000 Penalty: 5154.602539
	Iteration 38Q: 3 clusters Score -5093089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5093087.000000 Penalty: 5154.602539
	Iteration 39Q: 3 clusters Score -5093087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5093086.500000 Penalty: 5154.602539
	Iteration 40F: 3 clusters Score -5093086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5093097.000000 Penalty: 5154.602539
	Iteration 41Q: 3 clusters Score -5093097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5093091.500000 Penalty: 5154.602539
	Iteration 42Q: 3 clusters Score -5093092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5093101.000000 Penalty: 5154.602539
	Iteration 43Q: 3 clusters Score -5093101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5093096.500000 Penalty: 5154.602539
	Iteration 44Q: 3 clusters Score -5093096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5093096.500000 Penalty: 5154.602539
	Iteration 45Q: 3 clusters Score -5093096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5093091.000000 Penalty: 5154.602539
	Iteration 46Q: 3 clusters Score -5093091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5093091.000000 Penalty: 5154.602539
	Iteration 47F: 3 clusters Score -5093091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Entering Unmasked Estep 
Score: -19825918.000000 Penalty: 2912.857666
	Iteration 0F: 2 clusters Score -1.982592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -19758630.000000 Penalty: 5825.715332
	Iteration 0F: 3 clusters Score -1.975863e+07 nChanged 60077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -19793874.000000 Penalty: 5825.715332
	Iteration 1F: 3 clusters Score -1.979387e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -19795664.000000 Penalty: 5825.715332
	Iteration 2Q: 3 clusters Score -1.979566e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -19798624.000000 Penalty: 5825.715332
	Iteration 3Q: 3 clusters Score -1.979862e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -19802522.000000 Penalty: 5825.715332
	Iteration 4F: 3 clusters Score -1.980252e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -19806478.000000 Penalty: 5825.715332
	Iteration 5F: 3 clusters Score -1.980648e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -19810346.000000 Penalty: 5825.715332
	Iteration 6F: 3 clusters Score -1.981035e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -19813524.000000 Penalty: 5825.715332
	Iteration 7F: 3 clusters Score -1.981352e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -19816440.000000 Penalty: 5825.715332
	Iteration 8F: 3 clusters Score -1.981644e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -19819056.000000 Penalty: 5825.715332
	Iteration 9Q: 3 clusters Score -1.981906e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -19821128.000000 Penalty: 5825.715332
	Iteration 10Q: 3 clusters Score -1.982113e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -19822230.000000 Penalty: 5825.715332
	Iteration 11Q: 3 clusters Score -1.982223e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -19822810.000000 Penalty: 5825.715332
	Iteration 12Q: 3 clusters Score -1.982281e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -19823042.000000 Penalty: 5825.715332
	Iteration 13Q: 3 clusters Score -1.982304e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -19823168.000000 Penalty: 5825.715332
	Iteration 14Q: 3 clusters Score -1.982317e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -19823228.000000 Penalty: 5825.715332
	Iteration 15Q: 3 clusters Score -1.982323e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -19823152.000000 Penalty: 5825.715332
	Iteration 16Q: 3 clusters Score -1.982315e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -19823100.000000 Penalty: 5825.715332
	Iteration 17Q: 3 clusters Score -1.98231e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -19823132.000000 Penalty: 5825.715332
	Iteration 18Q: 3 clusters Score -1.982313e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -19823162.000000 Penalty: 5825.715332
	Iteration 19Q: 3 clusters Score -1.982316e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -19823174.000000 Penalty: 5825.715332
	Iteration 20F: 3 clusters Score -1.982317e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -19823290.000000 Penalty: 5825.715332
	Iteration 21Q: 3 clusters Score -1.982329e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -19823332.000000 Penalty: 5825.715332
	Iteration 22Q: 3 clusters Score -1.982333e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -19823126.000000 Penalty: 5825.715332
	Iteration 23Q: 3 clusters Score -1.982313e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -19823206.000000 Penalty: 5825.715332
	Iteration 24Q: 3 clusters Score -1.982321e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -19823146.000000 Penalty: 5825.715332
	Iteration 25Q: 3 clusters Score -1.982315e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -19822948.000000 Penalty: 5825.715332
	Iteration 26Q: 3 clusters Score -1.982295e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -19822770.000000 Penalty: 5825.715332
	Iteration 27Q: 3 clusters Score -1.982277e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -19822632.000000 Penalty: 5825.715332
	Iteration 28Q: 3 clusters Score -1.982263e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -19822428.000000 Penalty: 5825.715332
	Iteration 29Q: 3 clusters Score -1.982243e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -19822562.000000 Penalty: 5825.715332
	Iteration 30Q: 3 clusters Score -1.982256e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -19822652.000000 Penalty: 5825.715332
	Iteration 31Q: 3 clusters Score -1.982265e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -19822552.000000 Penalty: 5825.715332
	Iteration 32Q: 3 clusters Score -1.982255e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -19822690.000000 Penalty: 5825.715332
	Iteration 33Q: 3 clusters Score -1.982269e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -19822932.000000 Penalty: 5825.715332
	Iteration 34Q: 3 clusters Score -1.982293e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -19822974.000000 Penalty: 5825.715332
	Iteration 35Q: 3 clusters Score -1.982297e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -19823066.000000 Penalty: 5825.715332
	Iteration 36Q: 3 clusters Score -1.982307e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -19823144.000000 Penalty: 5825.715332
	Iteration 37Q: 3 clusters Score -1.982314e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -19823326.000000 Penalty: 5825.715332
	Iteration 38Q: 3 clusters Score -1.982333e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -19823442.000000 Penalty: 5825.715332
	Iteration 39Q: 3 clusters Score -1.982344e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -19823814.000000 Penalty: 5825.715332
	Iteration 40F: 3 clusters Score -1.982381e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -19823840.000000 Penalty: 5825.715332
	Iteration 41Q: 3 clusters Score -1.982384e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -19823954.000000 Penalty: 5825.715332
	Iteration 42Q: 3 clusters Score -1.982395e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -19824248.000000 Penalty: 5825.715332
	Iteration 43Q: 3 clusters Score -1.982425e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -19824272.000000 Penalty: 5825.715332
	Iteration 44Q: 3 clusters Score -1.982427e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -19824440.000000 Penalty: 5825.715332
	Iteration 45Q: 3 clusters Score -1.982444e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -19824408.000000 Penalty: 5825.715332
	Iteration 46Q: 3 clusters Score -1.982441e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -19824512.000000 Penalty: 5825.715332
	Iteration 47Q: 3 clusters Score -1.982451e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -19824636.000000 Penalty: 5825.715332
	Iteration 48Q: 3 clusters Score -1.982464e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -19824814.000000 Penalty: 5825.715332
	Iteration 49Q: 3 clusters Score -1.982481e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -19825116.000000 Penalty: 5825.715332
	Iteration 50Q: 3 clusters Score -1.982512e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -19825298.000000 Penalty: 5825.715332
	Iteration 51Q: 3 clusters Score -1.98253e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -19825478.000000 Penalty: 5825.715332
	Iteration 52Q: 3 clusters Score -1.982548e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -19825784.000000 Penalty: 5825.715332
	Iteration 53Q: 3 clusters Score -1.982578e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -19826014.000000 Penalty: 5825.715332
	Iteration 54Q: 3 clusters Score -1.982601e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -19826342.000000 Penalty: 5825.715332
	Iteration 55Q: 3 clusters Score -1.982634e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -19826626.000000 Penalty: 5825.715332
	Iteration 56Q: 3 clusters Score -1.982663e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -19826816.000000 Penalty: 5825.715332
	Iteration 57Q: 3 clusters Score -1.982682e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -19827116.000000 Penalty: 5825.715332
	Iteration 58Q: 3 clusters Score -1.982712e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -19827296.000000 Penalty: 5825.715332
	Iteration 59Q: 3 clusters Score -1.98273e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -19827400.000000 Penalty: 5825.715332
	Iteration 60F: 3 clusters Score -1.98274e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -19827452.000000 Penalty: 5825.715332
	Iteration 61Q: 3 clusters Score -1.982745e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -19827550.000000 Penalty: 5825.715332
	Iteration 62Q: 3 clusters Score -1.982755e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -19827590.000000 Penalty: 5825.715332
	Iteration 63Q: 3 clusters Score -1.982759e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -19827526.000000 Penalty: 5825.715332
	Iteration 64Q: 3 clusters Score -1.982753e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -19827394.000000 Penalty: 5825.715332
	Iteration 65Q: 3 clusters Score -1.982739e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -19827426.000000 Penalty: 5825.715332
	Iteration 66Q: 3 clusters Score -1.982743e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -19827332.000000 Penalty: 5825.715332
	Iteration 67Q: 3 clusters Score -1.982733e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -19827202.000000 Penalty: 5825.715332
	Iteration 68Q: 3 clusters Score -1.98272e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -19827176.000000 Penalty: 5825.715332
	Iteration 69Q: 3 clusters Score -1.982718e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -19827100.000000 Penalty: 5825.715332
	Iteration 70Q: 3 clusters Score -1.98271e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -19827032.000000 Penalty: 5825.715332
	Iteration 71Q: 3 clusters Score -1.982703e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -19826980.000000 Penalty: 5825.715332
	Iteration 72Q: 3 clusters Score -1.982698e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -19826888.000000 Penalty: 5825.715332
	Iteration 73Q: 3 clusters Score -1.982689e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -19826772.000000 Penalty: 5825.715332
	Iteration 74Q: 3 clusters Score -1.982677e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -19826708.000000 Penalty: 5825.715332
	Iteration 75Q: 3 clusters Score -1.982671e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -19826686.000000 Penalty: 5825.715332
	Iteration 76Q: 3 clusters Score -1.982669e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -19826584.000000 Penalty: 5825.715332
	Iteration 77Q: 3 clusters Score -1.982658e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -19826580.000000 Penalty: 5825.715332
	Iteration 78Q: 3 clusters Score -1.982658e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -19826470.000000 Penalty: 5825.715332
	Iteration 79Q: 3 clusters Score -1.982647e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -19826468.000000 Penalty: 5825.715332
	Iteration 80F: 3 clusters Score -1.982647e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -19826362.000000 Penalty: 5825.715332
	Iteration 81Q: 3 clusters Score -1.982636e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -19826308.000000 Penalty: 5825.715332
	Iteration 82Q: 3 clusters Score -1.982631e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -19826306.000000 Penalty: 5825.715332
	Iteration 83Q: 3 clusters Score -1.982631e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -19826296.000000 Penalty: 5825.715332
	Iteration 84Q: 3 clusters Score -1.98263e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -19826228.000000 Penalty: 5825.715332
	Iteration 85Q: 3 clusters Score -1.982623e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -19826184.000000 Penalty: 5825.715332
	Iteration 86Q: 3 clusters Score -1.982618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -19826124.000000 Penalty: 5825.715332
	Iteration 87Q: 3 clusters Score -1.982612e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -19826088.000000 Penalty: 5825.715332
	Iteration 88Q: 3 clusters Score -1.982609e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -19826054.000000 Penalty: 5825.715332
	Iteration 89Q: 3 clusters Score -1.982605e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -19826064.000000 Penalty: 5825.715332
	Iteration 90Q: 3 clusters Score -1.982606e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -19826064.000000 Penalty: 5825.715332
	Iteration 91Q: 3 clusters Score -1.982606e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -19826050.000000 Penalty: 5825.715332
	Iteration 92Q: 3 clusters Score -1.982605e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -19826046.000000 Penalty: 5825.715332
	Iteration 93Q: 3 clusters Score -1.982605e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -19826040.000000 Penalty: 5825.715332
	Iteration 94Q: 3 clusters Score -1.982604e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -19826028.000000 Penalty: 5825.715332
	Iteration 95Q: 3 clusters Score -1.982603e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -19826024.000000 Penalty: 5825.715332
	Iteration 96Q: 3 clusters Score -1.982602e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -19826034.000000 Penalty: 5825.715332
	Iteration 97Q: 3 clusters Score -1.982603e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -19826052.000000 Penalty: 5825.715332
	Iteration 98Q: 3 clusters Score -1.982605e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -19826010.000000 Penalty: 5825.715332
	Iteration 99Q: 3 clusters Score -1.982601e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -19826020.000000 Penalty: 5825.715332
	Iteration 100F: 3 clusters Score -1.982602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -19826000.000000 Penalty: 5825.715332
	Iteration 101Q: 3 clusters Score -1.9826e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -19825982.000000 Penalty: 5825.715332
	Iteration 102Q: 3 clusters Score -1.982598e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -19825940.000000 Penalty: 5825.715332
	Iteration 103Q: 3 clusters Score -1.982594e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
Score: -19825960.000000 Penalty: 5825.715332
	Iteration 104Q: 3 clusters Score -1.982596e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -19825944.000000 Penalty: 5825.715332
	Iteration 105Q: 3 clusters Score -1.982594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -19825916.000000 Penalty: 5825.715332
	Iteration 106Q: 3 clusters Score -1.982592e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -19825916.000000 Penalty: 5825.715332
	Iteration 107Q: 3 clusters Score -1.982592e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -19825904.000000 Penalty: 5825.715332
	Iteration 108Q: 3 clusters Score -1.98259e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -19825894.000000 Penalty: 5825.715332
	Iteration 109Q: 3 clusters Score -1.982589e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 82740 members 
Entering Unmasked Estep 
Score: -19825918.000000 Penalty: 5825.715332
	Iteration 110Q: 3 clusters Score -1.982592e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -19825876.000000 Penalty: 5825.715332
	Iteration 111Q: 3 clusters Score -1.982588e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -19825920.000000 Penalty: 5825.715332
	Iteration 112Q: 3 clusters Score -1.982592e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -19825928.000000 Penalty: 5825.715332
	Iteration 113Q: 3 clusters Score -1.982593e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -19825946.000000 Penalty: 5825.715332
	Iteration 114Q: 3 clusters Score -1.982595e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -19825894.000000 Penalty: 5825.715332
	Iteration 115Q: 3 clusters Score -1.982589e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -19825896.000000 Penalty: 5825.715332
	Iteration 116Q: 3 clusters Score -1.98259e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -19825910.000000 Penalty: 5825.715332
	Iteration 117Q: 3 clusters Score -1.982591e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -19825904.000000 Penalty: 5825.715332
	Iteration 118Q: 3 clusters Score -1.98259e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -19825906.000000 Penalty: 5825.715332
	Iteration 119Q: 3 clusters Score -1.982591e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -19825920.000000 Penalty: 5825.715332
	Iteration 120F: 3 clusters Score -1.982592e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -19825916.000000 Penalty: 5825.715332
	Iteration 121Q: 3 clusters Score -1.982592e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -19825854.000000 Penalty: 5825.715332
	Iteration 122Q: 3 clusters Score -1.982585e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -19825882.000000 Penalty: 5825.715332
	Iteration 123Q: 3 clusters Score -1.982588e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -19825838.000000 Penalty: 5825.715332
	Iteration 124Q: 3 clusters Score -1.982584e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -19825852.000000 Penalty: 5825.715332
	Iteration 125Q: 3 clusters Score -1.982585e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -19825852.000000 Penalty: 5825.715332
	Iteration 126Q: 3 clusters Score -1.982585e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -19825808.000000 Penalty: 5825.715332
	Iteration 127Q: 3 clusters Score -1.982581e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -19825800.000000 Penalty: 5825.715332
	Iteration 128Q: 3 clusters Score -1.98258e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -19825780.000000 Penalty: 5825.715332
	Iteration 129Q: 3 clusters Score -1.982578e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -19825724.000000 Penalty: 5825.715332
	Iteration 130Q: 3 clusters Score -1.982572e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -19825738.000000 Penalty: 5825.715332
	Iteration 131Q: 3 clusters Score -1.982574e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -19825736.000000 Penalty: 5825.715332
	Iteration 132Q: 3 clusters Score -1.982574e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -19825670.000000 Penalty: 5825.715332
	Iteration 133Q: 3 clusters Score -1.982567e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -19825668.000000 Penalty: 5825.715332
	Iteration 134Q: 3 clusters Score -1.982567e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -19825678.000000 Penalty: 5825.715332
	Iteration 135Q: 3 clusters Score -1.982568e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -19825654.000000 Penalty: 5825.715332
	Iteration 136Q: 3 clusters Score -1.982565e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -19825662.000000 Penalty: 5825.715332
	Iteration 137Q: 3 clusters Score -1.982566e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -19825634.000000 Penalty: 5825.715332
	Iteration 138Q: 3 clusters Score -1.982563e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -19825642.000000 Penalty: 5825.715332
	Iteration 139Q: 3 clusters Score -1.982564e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -19825596.000000 Penalty: 5825.715332
	Iteration 140F: 3 clusters Score -1.98256e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -19825634.000000 Penalty: 5825.715332
	Iteration 141Q: 3 clusters Score -1.982563e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -19825642.000000 Penalty: 5825.715332
	Iteration 142Q: 3 clusters Score -1.982564e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -19825618.000000 Penalty: 5825.715332
	Iteration 143Q: 3 clusters Score -1.982562e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -19825650.000000 Penalty: 5825.715332
	Iteration 144Q: 3 clusters Score -1.982565e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -19825652.000000 Penalty: 5825.715332
	Iteration 145Q: 3 clusters Score -1.982565e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -19825730.000000 Penalty: 5825.715332
	Iteration 146Q: 3 clusters Score -1.982573e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -19825700.000000 Penalty: 5825.715332
	Iteration 147Q: 3 clusters Score -1.98257e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -19825700.000000 Penalty: 5825.715332
	Iteration 148Q: 3 clusters Score -1.98257e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -19825706.000000 Penalty: 5825.715332
	Iteration 149Q: 3 clusters Score -1.982571e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -19825742.000000 Penalty: 5825.715332
	Iteration 150Q: 3 clusters Score -1.982574e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -19825862.000000 Penalty: 5825.715332
	Iteration 151Q: 3 clusters Score -1.982586e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -19825844.000000 Penalty: 5825.715332
	Iteration 152Q: 3 clusters Score -1.982584e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -19825930.000000 Penalty: 5825.715332
	Iteration 153Q: 3 clusters Score -1.982593e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -19825928.000000 Penalty: 5825.715332
	Iteration 154Q: 3 clusters Score -1.982593e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -19826032.000000 Penalty: 5825.715332
	Iteration 155Q: 3 clusters Score -1.982603e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -19826008.000000 Penalty: 5825.715332
	Iteration 156Q: 3 clusters Score -1.982601e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -19826144.000000 Penalty: 5825.715332
	Iteration 157Q: 3 clusters Score -1.982614e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -19826234.000000 Penalty: 5825.715332
	Iteration 158Q: 3 clusters Score -1.982623e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -19826238.000000 Penalty: 5825.715332
	Iteration 159Q: 3 clusters Score -1.982624e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -19826214.000000 Penalty: 5825.715332
	Iteration 160F: 3 clusters Score -1.982621e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -19826296.000000 Penalty: 5825.715332
	Iteration 161Q: 3 clusters Score -1.98263e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -19826344.000000 Penalty: 5825.715332
	Iteration 162Q: 3 clusters Score -1.982634e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -19826410.000000 Penalty: 5825.715332
	Iteration 163Q: 3 clusters Score -1.982641e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -19826464.000000 Penalty: 5825.715332
	Iteration 164Q: 3 clusters Score -1.982646e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -19826568.000000 Penalty: 5825.715332
	Iteration 165Q: 3 clusters Score -1.982657e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -19826628.000000 Penalty: 5825.715332
	Iteration 166Q: 3 clusters Score -1.982663e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -19826754.000000 Penalty: 5825.715332
	Iteration 167Q: 3 clusters Score -1.982675e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -19826870.000000 Penalty: 5825.715332
	Iteration 168Q: 3 clusters Score -1.982687e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -19826884.000000 Penalty: 5825.715332
	Iteration 169Q: 3 clusters Score -1.982688e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -19826942.000000 Penalty: 5825.715332
	Iteration 170Q: 3 clusters Score -1.982694e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -19827120.000000 Penalty: 5825.715332
	Iteration 171Q: 3 clusters Score -1.982712e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -19827120.000000 Penalty: 5825.715332
	Iteration 172Q: 3 clusters Score -1.982712e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -19827196.000000 Penalty: 5825.715332
	Iteration 173Q: 3 clusters Score -1.98272e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -19827250.000000 Penalty: 5825.715332
	Iteration 174Q: 3 clusters Score -1.982725e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -19827318.000000 Penalty: 5825.715332
	Iteration 175Q: 3 clusters Score -1.982732e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -19827284.000000 Penalty: 5825.715332
	Iteration 176Q: 3 clusters Score -1.982728e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -19827284.000000 Penalty: 5825.715332
	Iteration 177Q: 3 clusters Score -1.982728e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -19827354.000000 Penalty: 5825.715332
	Iteration 178Q: 3 clusters Score -1.982735e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -19827392.000000 Penalty: 5825.715332
	Iteration 179Q: 3 clusters Score -1.982739e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -19827486.000000 Penalty: 5825.715332
	Iteration 180F: 3 clusters Score -1.982749e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -19827532.000000 Penalty: 5825.715332
	Iteration 181Q: 3 clusters Score -1.982753e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -19827612.000000 Penalty: 5825.715332
	Iteration 182Q: 3 clusters Score -1.982761e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -19827736.000000 Penalty: 5825.715332
	Iteration 183Q: 3 clusters Score -1.982774e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -19827756.000000 Penalty: 5825.715332
	Iteration 184Q: 3 clusters Score -1.982776e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -19827806.000000 Penalty: 5825.715332
	Iteration 185Q: 3 clusters Score -1.982781e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -19827844.000000 Penalty: 5825.715332
	Iteration 186Q: 3 clusters Score -1.982784e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -19827876.000000 Penalty: 5825.715332
	Iteration 187Q: 3 clusters Score -1.982788e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -19827926.000000 Penalty: 5825.715332
	Iteration 188Q: 3 clusters Score -1.982793e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -19827942.000000 Penalty: 5825.715332
	Iteration 189Q: 3 clusters Score -1.982794e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -19828108.000000 Penalty: 5825.715332
	Iteration 190Q: 3 clusters Score -1.982811e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -19828136.000000 Penalty: 5825.715332
	Iteration 191Q: 3 clusters Score -1.982814e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -19828142.000000 Penalty: 5825.715332
	Iteration 192Q: 3 clusters Score -1.982814e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -19828168.000000 Penalty: 5825.715332
	Iteration 193Q: 3 clusters Score -1.982817e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -19828220.000000 Penalty: 5825.715332
	Iteration 194Q: 3 clusters Score -1.982822e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -19828220.000000 Penalty: 5825.715332
	Iteration 195Q: 3 clusters Score -1.982822e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -19828248.000000 Penalty: 5825.715332
	Iteration 196Q: 3 clusters Score -1.982825e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -19828204.000000 Penalty: 5825.715332
	Iteration 197Q: 3 clusters Score -1.98282e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -19828156.000000 Penalty: 5825.715332
	Iteration 198Q: 3 clusters Score -1.982816e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -19828078.000000 Penalty: 5825.715332
	Iteration 199Q: 3 clusters Score -1.982808e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -19828012.000000 Penalty: 5825.715332
	Iteration 200F: 3 clusters Score -1.982801e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -19828028.000000 Penalty: 5825.715332
	Iteration 201Q: 3 clusters Score -1.982803e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -19827866.000000 Penalty: 5825.715332
	Iteration 202Q: 3 clusters Score -1.982787e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -19827872.000000 Penalty: 5825.715332
	Iteration 203Q: 3 clusters Score -1.982787e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -19827840.000000 Penalty: 5825.715332
	Iteration 204Q: 3 clusters Score -1.982784e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -19827796.000000 Penalty: 5825.715332
	Iteration 205Q: 3 clusters Score -1.98278e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -19827720.000000 Penalty: 5825.715332
	Iteration 206Q: 3 clusters Score -1.982772e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -19827650.000000 Penalty: 5825.715332
	Iteration 207Q: 3 clusters Score -1.982765e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -19827642.000000 Penalty: 5825.715332
	Iteration 208Q: 3 clusters Score -1.982764e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -19827586.000000 Penalty: 5825.715332
	Iteration 209Q: 3 clusters Score -1.982759e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -19827476.000000 Penalty: 5825.715332
	Iteration 210Q: 3 clusters Score -1.982748e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -19827424.000000 Penalty: 5825.715332
	Iteration 211Q: 3 clusters Score -1.982742e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -19827428.000000 Penalty: 5825.715332
	Iteration 212Q: 3 clusters Score -1.982743e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -19827462.000000 Penalty: 5825.715332
	Iteration 213Q: 3 clusters Score -1.982746e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -19827398.000000 Penalty: 5825.715332
	Iteration 214Q: 3 clusters Score -1.98274e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -19827354.000000 Penalty: 5825.715332
	Iteration 215Q: 3 clusters Score -1.982735e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -19827344.000000 Penalty: 5825.715332
	Iteration 216Q: 3 clusters Score -1.982734e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -19827312.000000 Penalty: 5825.715332
	Iteration 217Q: 3 clusters Score -1.982731e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -19827292.000000 Penalty: 5825.715332
	Iteration 218Q: 3 clusters Score -1.982729e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -19827306.000000 Penalty: 5825.715332
	Iteration 219Q: 3 clusters Score -1.982731e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -19827254.000000 Penalty: 5825.715332
	Iteration 220F: 3 clusters Score -1.982725e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -19827228.000000 Penalty: 5825.715332
	Iteration 221Q: 3 clusters Score -1.982723e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -19827250.000000 Penalty: 5825.715332
	Iteration 222Q: 3 clusters Score -1.982725e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -19827238.000000 Penalty: 5825.715332
	Iteration 223Q: 3 clusters Score -1.982724e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -19827224.000000 Penalty: 5825.715332
	Iteration 224Q: 3 clusters Score -1.982722e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -19827214.000000 Penalty: 5825.715332
	Iteration 225Q: 3 clusters Score -1.982721e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -19827194.000000 Penalty: 5825.715332
	Iteration 226Q: 3 clusters Score -1.982719e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -19827150.000000 Penalty: 5825.715332
	Iteration 227Q: 3 clusters Score -1.982715e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -19827156.000000 Penalty: 5825.715332
	Iteration 228Q: 3 clusters Score -1.982716e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -19827126.000000 Penalty: 5825.715332
	Iteration 229Q: 3 clusters Score -1.982713e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -19827120.000000 Penalty: 5825.715332
	Iteration 230Q: 3 clusters Score -1.982712e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -19827104.000000 Penalty: 5825.715332
	Iteration 231Q: 3 clusters Score -1.98271e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -19827098.000000 Penalty: 5825.715332
	Iteration 232Q: 3 clusters Score -1.98271e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -19827094.000000 Penalty: 5825.715332
	Iteration 233Q: 3 clusters Score -1.982709e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -19827138.000000 Penalty: 5825.715332
	Iteration 234Q: 3 clusters Score -1.982714e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -19827104.000000 Penalty: 5825.715332
	Iteration 235Q: 3 clusters Score -1.98271e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -19827154.000000 Penalty: 5825.715332
	Iteration 236Q: 3 clusters Score -1.982715e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -19827158.000000 Penalty: 5825.715332
	Iteration 237Q: 3 clusters Score -1.982716e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -19827206.000000 Penalty: 5825.715332
	Iteration 238Q: 3 clusters Score -1.982721e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -19827184.000000 Penalty: 5825.715332
	Iteration 239Q: 3 clusters Score -1.982718e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -19827192.000000 Penalty: 5825.715332
	Iteration 240F: 3 clusters Score -1.982719e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -19827204.000000 Penalty: 5825.715332
	Iteration 241Q: 3 clusters Score -1.98272e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -19827192.000000 Penalty: 5825.715332
	Iteration 242Q: 3 clusters Score -1.982719e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -19827230.000000 Penalty: 5825.715332
	Iteration 243Q: 3 clusters Score -1.982723e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -19827272.000000 Penalty: 5825.715332
	Iteration 244Q: 3 clusters Score -1.982727e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -19827266.000000 Penalty: 5825.715332
	Iteration 245Q: 3 clusters Score -1.982727e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -19827256.000000 Penalty: 5825.715332
	Iteration 246Q: 3 clusters Score -1.982726e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -19827230.000000 Penalty: 5825.715332
	Iteration 247Q: 3 clusters Score -1.982723e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -19827232.000000 Penalty: 5825.715332
	Iteration 248Q: 3 clusters Score -1.982723e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -19827256.000000 Penalty: 5825.715332
	Iteration 249Q: 3 clusters Score -1.982726e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -19827256.000000 Penalty: 5825.715332
	Iteration 250Q: 3 clusters Score -1.982726e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -19827284.000000 Penalty: 5825.715332
	Iteration 251Q: 3 clusters Score -1.982728e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -19827290.000000 Penalty: 5825.715332
	Iteration 252Q: 3 clusters Score -1.982729e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -19827314.000000 Penalty: 5825.715332
	Iteration 253Q: 3 clusters Score -1.982731e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -19827330.000000 Penalty: 5825.715332
	Iteration 254Q: 3 clusters Score -1.982733e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -19827334.000000 Penalty: 5825.715332
	Iteration 255Q: 3 clusters Score -1.982733e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -19827388.000000 Penalty: 5825.715332
	Iteration 256Q: 3 clusters Score -1.982739e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -19827414.000000 Penalty: 5825.715332
	Iteration 257Q: 3 clusters Score -1.982741e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -19827400.000000 Penalty: 5825.715332
	Iteration 258Q: 3 clusters Score -1.98274e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -19827480.000000 Penalty: 5825.715332
	Iteration 259Q: 3 clusters Score -1.982748e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -19827496.000000 Penalty: 5825.715332
	Iteration 260F: 3 clusters Score -1.98275e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -19827522.000000 Penalty: 5825.715332
	Iteration 261Q: 3 clusters Score -1.982752e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -19827532.000000 Penalty: 5825.715332
	Iteration 262Q: 3 clusters Score -1.982753e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -19827488.000000 Penalty: 5825.715332
	Iteration 263Q: 3 clusters Score -1.982749e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -19827498.000000 Penalty: 5825.715332
	Iteration 264Q: 3 clusters Score -1.98275e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -19827538.000000 Penalty: 5825.715332
	Iteration 265Q: 3 clusters Score -1.982754e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -19827566.000000 Penalty: 5825.715332
	Iteration 266Q: 3 clusters Score -1.982757e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -19827598.000000 Penalty: 5825.715332
	Iteration 267Q: 3 clusters Score -1.98276e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 67234 members 
Entering Unmasked Estep 
Score: -19827590.000000 Penalty: 5825.715332
	Iteration 268Q: 3 clusters Score -1.982759e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -19827592.000000 Penalty: 5825.715332
	Iteration 269Q: 3 clusters Score -1.982759e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -19827624.000000 Penalty: 5825.715332
	Iteration 270Q: 3 clusters Score -1.982762e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -19827550.000000 Penalty: 5825.715332
	Iteration 271Q: 3 clusters Score -1.982755e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -19827570.000000 Penalty: 5825.715332
	Iteration 272Q: 3 clusters Score -1.982757e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -19827562.000000 Penalty: 5825.715332
	Iteration 273Q: 3 clusters Score -1.982756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -19827552.000000 Penalty: 5825.715332
	Iteration 274Q: 3 clusters Score -1.982755e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -19827526.000000 Penalty: 5825.715332
	Iteration 275Q: 3 clusters Score -1.982753e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -19827530.000000 Penalty: 5825.715332
	Iteration 276Q: 3 clusters Score -1.982753e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -19827554.000000 Penalty: 5825.715332
	Iteration 277Q: 3 clusters Score -1.982755e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -19827562.000000 Penalty: 5825.715332
	Iteration 278Q: 3 clusters Score -1.982756e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -19827540.000000 Penalty: 5825.715332
	Iteration 279Q: 3 clusters Score -1.982754e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -19827550.000000 Penalty: 5825.715332
	Iteration 280F: 3 clusters Score -1.982755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -19827514.000000 Penalty: 5825.715332
	Iteration 281Q: 3 clusters Score -1.982751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -19827490.000000 Penalty: 5825.715332
	Iteration 282Q: 3 clusters Score -1.982749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -19827494.000000 Penalty: 5825.715332
	Iteration 283Q: 3 clusters Score -1.982749e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -19827506.000000 Penalty: 5825.715332
	Iteration 284Q: 3 clusters Score -1.982751e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -19827530.000000 Penalty: 5825.715332
	Iteration 285Q: 3 clusters Score -1.982753e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -19827514.000000 Penalty: 5825.715332
	Iteration 286Q: 3 clusters Score -1.982751e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -19827566.000000 Penalty: 5825.715332
	Iteration 287Q: 3 clusters Score -1.982757e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -19827562.000000 Penalty: 5825.715332
	Iteration 288Q: 3 clusters Score -1.982756e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -19827572.000000 Penalty: 5825.715332
	Iteration 289Q: 3 clusters Score -1.982757e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -19827616.000000 Penalty: 5825.715332
	Iteration 290Q: 3 clusters Score -1.982762e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -19827626.000000 Penalty: 5825.715332
	Iteration 291Q: 3 clusters Score -1.982763e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -19827610.000000 Penalty: 5825.715332
	Iteration 292Q: 3 clusters Score -1.982761e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -19827672.000000 Penalty: 5825.715332
	Iteration 293Q: 3 clusters Score -1.982767e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -19827640.000000 Penalty: 5825.715332
	Iteration 294Q: 3 clusters Score -1.982764e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -19827664.000000 Penalty: 5825.715332
	Iteration 295Q: 3 clusters Score -1.982766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -19827702.000000 Penalty: 5825.715332
	Iteration 296Q: 3 clusters Score -1.98277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -19827720.000000 Penalty: 5825.715332
	Iteration 297Q: 3 clusters Score -1.982772e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -19827720.000000 Penalty: 5825.715332
	Iteration 298Q: 3 clusters Score -1.982772e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -19827746.000000 Penalty: 5825.715332
	Iteration 299Q: 3 clusters Score -1.982775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -19827726.000000 Penalty: 5825.715332
	Iteration 300F: 3 clusters Score -1.982773e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -19827722.000000 Penalty: 5825.715332
	Iteration 301Q: 3 clusters Score -1.982772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -19827728.000000 Penalty: 5825.715332
	Iteration 302Q: 3 clusters Score -1.982773e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -19827732.000000 Penalty: 5825.715332
	Iteration 303Q: 3 clusters Score -1.982773e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -19827716.000000 Penalty: 5825.715332
	Iteration 304Q: 3 clusters Score -1.982772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -19827716.000000 Penalty: 5825.715332
	Iteration 305Q: 3 clusters Score -1.982772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -19827700.000000 Penalty: 5825.715332
	Iteration 306Q: 3 clusters Score -1.98277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -19827684.000000 Penalty: 5825.715332
	Iteration 307Q: 3 clusters Score -1.982768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -19827714.000000 Penalty: 5825.715332
	Iteration 308Q: 3 clusters Score -1.982771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -19827714.000000 Penalty: 5825.715332
	Iteration 309Q: 3 clusters Score -1.982771e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -19827692.000000 Penalty: 5825.715332
	Iteration 310Q: 3 clusters Score -1.982769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -19827704.000000 Penalty: 5825.715332
	Iteration 311Q: 3 clusters Score -1.98277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -19827720.000000 Penalty: 5825.715332
	Iteration 312Q: 3 clusters Score -1.982772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -19827764.000000 Penalty: 5825.715332
	Iteration 313Q: 3 clusters Score -1.982776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -19827756.000000 Penalty: 5825.715332
	Iteration 314Q: 3 clusters Score -1.982776e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -19827738.000000 Penalty: 5825.715332
	Iteration 315Q: 3 clusters Score -1.982774e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -19827750.000000 Penalty: 5825.715332
	Iteration 316Q: 3 clusters Score -1.982775e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -19827744.000000 Penalty: 5825.715332
	Iteration 317Q: 3 clusters Score -1.982774e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -19827762.000000 Penalty: 5825.715332
	Iteration 318Q: 3 clusters Score -1.982776e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -19827782.000000 Penalty: 5825.715332
	Iteration 319Q: 3 clusters Score -1.982778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -19827782.000000 Penalty: 5825.715332
	Iteration 320F: 3 clusters Score -1.982778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -19827762.000000 Penalty: 5825.715332
	Iteration 321Q: 3 clusters Score -1.982776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -19827766.000000 Penalty: 5825.715332
	Iteration 322Q: 3 clusters Score -1.982777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -19827784.000000 Penalty: 5825.715332
	Iteration 323Q: 3 clusters Score -1.982778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -19827796.000000 Penalty: 5825.715332
	Iteration 324Q: 3 clusters Score -1.98278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -19827776.000000 Penalty: 5825.715332
	Iteration 325Q: 3 clusters Score -1.982778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -19827792.000000 Penalty: 5825.715332
	Iteration 326Q: 3 clusters Score -1.982779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -19827808.000000 Penalty: 5825.715332
	Iteration 327Q: 3 clusters Score -1.982781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -19827824.000000 Penalty: 5825.715332
	Iteration 328Q: 3 clusters Score -1.982782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -19827826.000000 Penalty: 5825.715332
	Iteration 329Q: 3 clusters Score -1.982783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -19827802.000000 Penalty: 5825.715332
	Iteration 330Q: 3 clusters Score -1.98278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -19827822.000000 Penalty: 5825.715332
	Iteration 331Q: 3 clusters Score -1.982782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -19827828.000000 Penalty: 5825.715332
	Iteration 332Q: 3 clusters Score -1.982783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -19827830.000000 Penalty: 5825.715332
	Iteration 333Q: 3 clusters Score -1.982783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -19827814.000000 Penalty: 5825.715332
	Iteration 334Q: 3 clusters Score -1.982781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -19827822.000000 Penalty: 5825.715332
	Iteration 335Q: 3 clusters Score -1.982782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -19827836.000000 Penalty: 5825.715332
	Iteration 336Q: 3 clusters Score -1.982784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -19827816.000000 Penalty: 5825.715332
	Iteration 337Q: 3 clusters Score -1.982782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -19827832.000000 Penalty: 5825.715332
	Iteration 338Q: 3 clusters Score -1.982783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -19827838.000000 Penalty: 5825.715332
	Iteration 339Q: 3 clusters Score -1.982784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -19827840.000000 Penalty: 5825.715332
	Iteration 340F: 3 clusters Score -1.982784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -19827848.000000 Penalty: 5825.715332
	Iteration 341Q: 3 clusters Score -1.982785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -19827822.000000 Penalty: 5825.715332
	Iteration 342Q: 3 clusters Score -1.982782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -19827830.000000 Penalty: 5825.715332
	Iteration 343Q: 3 clusters Score -1.982783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -19827826.000000 Penalty: 5825.715332
	Iteration 344Q: 3 clusters Score -1.982783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -19827836.000000 Penalty: 5825.715332
	Iteration 345Q: 3 clusters Score -1.982784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -19827840.000000 Penalty: 5825.715332
	Iteration 346Q: 3 clusters Score -1.982784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -19827856.000000 Penalty: 5825.715332
	Iteration 347Q: 3 clusters Score -1.982786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -19827844.000000 Penalty: 5825.715332
	Iteration 348Q: 3 clusters Score -1.982784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -19827840.000000 Penalty: 5825.715332
	Iteration 349Q: 3 clusters Score -1.982784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -19827852.000000 Penalty: 5825.715332
	Iteration 350Q: 3 clusters Score -1.982785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -19827838.000000 Penalty: 5825.715332
	Iteration 351Q: 3 clusters Score -1.982784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -19827826.000000 Penalty: 5825.715332
	Iteration 352Q: 3 clusters Score -1.982783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -19827832.000000 Penalty: 5825.715332
	Iteration 353Q: 3 clusters Score -1.982783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -19827832.000000 Penalty: 5825.715332
	Iteration 354Q: 3 clusters Score -1.982783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -19827842.000000 Penalty: 5825.715332
	Iteration 355Q: 3 clusters Score -1.982784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -19827844.000000 Penalty: 5825.715332
	Iteration 356Q: 3 clusters Score -1.982784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -19827842.000000 Penalty: 5825.715332
	Iteration 357Q: 3 clusters Score -1.982784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -19827850.000000 Penalty: 5825.715332
	Iteration 358Q: 3 clusters Score -1.982785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -19827858.000000 Penalty: 5825.715332
	Iteration 359Q: 3 clusters Score -1.982786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -19827866.000000 Penalty: 5825.715332
	Iteration 360F: 3 clusters Score -1.982787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -19827864.000000 Penalty: 5825.715332
	Iteration 361Q: 3 clusters Score -1.982786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -19827862.000000 Penalty: 5825.715332
	Iteration 362Q: 3 clusters Score -1.982786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 363Q: 3 clusters Score -1.982787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -19827866.000000 Penalty: 5825.715332
	Iteration 364Q: 3 clusters Score -1.982787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -19827892.000000 Penalty: 5825.715332
	Iteration 365Q: 3 clusters Score -1.982789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -19827896.000000 Penalty: 5825.715332
	Iteration 366Q: 3 clusters Score -1.98279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -19827892.000000 Penalty: 5825.715332
	Iteration 367Q: 3 clusters Score -1.982789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -19827896.000000 Penalty: 5825.715332
	Iteration 368Q: 3 clusters Score -1.98279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -19827894.000000 Penalty: 5825.715332
	Iteration 369Q: 3 clusters Score -1.982789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -19827878.000000 Penalty: 5825.715332
	Iteration 370Q: 3 clusters Score -1.982788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -19827864.000000 Penalty: 5825.715332
	Iteration 371Q: 3 clusters Score -1.982786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -19827850.000000 Penalty: 5825.715332
	Iteration 372Q: 3 clusters Score -1.982785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -19827878.000000 Penalty: 5825.715332
	Iteration 373Q: 3 clusters Score -1.982788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -19827880.000000 Penalty: 5825.715332
	Iteration 374Q: 3 clusters Score -1.982788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -19827870.000000 Penalty: 5825.715332
	Iteration 375Q: 3 clusters Score -1.982787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 376Q: 3 clusters Score -1.982787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -19827866.000000 Penalty: 5825.715332
	Iteration 377Q: 3 clusters Score -1.982787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -19827862.000000 Penalty: 5825.715332
	Iteration 378Q: 3 clusters Score -1.982786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -19827856.000000 Penalty: 5825.715332
	Iteration 379Q: 3 clusters Score -1.982786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -19827854.000000 Penalty: 5825.715332
	Iteration 380F: 3 clusters Score -1.982785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -19827848.000000 Penalty: 5825.715332
	Iteration 381Q: 3 clusters Score -1.982785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -19827864.000000 Penalty: 5825.715332
	Iteration 382Q: 3 clusters Score -1.982786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -19827878.000000 Penalty: 5825.715332
	Iteration 383Q: 3 clusters Score -1.982788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 384Q: 3 clusters Score -1.982787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 385Q: 3 clusters Score -1.982787e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 386Q: 3 clusters Score -1.982787e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -19827854.000000 Penalty: 5825.715332
	Iteration 387Q: 3 clusters Score -1.982785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -19827854.000000 Penalty: 5825.715332
	Iteration 388Q: 3 clusters Score -1.982785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -19827862.000000 Penalty: 5825.715332
	Iteration 389Q: 3 clusters Score -1.982786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -19827868.000000 Penalty: 5825.715332
	Iteration 390Q: 3 clusters Score -1.982787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -19827914.000000 Penalty: 5825.715332
	Iteration 391Q: 3 clusters Score -1.982791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -19827900.000000 Penalty: 5825.715332
	Iteration 392Q: 3 clusters Score -1.98279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -19827876.000000 Penalty: 5825.715332
	Iteration 393Q: 3 clusters Score -1.982788e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -19827888.000000 Penalty: 5825.715332
	Iteration 394Q: 3 clusters Score -1.982789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -19827878.000000 Penalty: 5825.715332
	Iteration 395Q: 3 clusters Score -1.982788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -19827864.000000 Penalty: 5825.715332
	Iteration 396Q: 3 clusters Score -1.982786e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -19827910.000000 Penalty: 5825.715332
	Iteration 397Q: 3 clusters Score -1.982791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -19827876.000000 Penalty: 5825.715332
	Iteration 398Q: 3 clusters Score -1.982788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -19827896.000000 Penalty: 5825.715332
	Iteration 399Q: 3 clusters Score -1.98279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -19827924.000000 Penalty: 5825.715332
	Iteration 400F: 3 clusters Score -1.982792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -19827932.000000 Penalty: 5825.715332
	Iteration 401Q: 3 clusters Score -1.982793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -19827938.000000 Penalty: 5825.715332
	Iteration 402Q: 3 clusters Score -1.982794e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -19827956.000000 Penalty: 5825.715332
	Iteration 403Q: 3 clusters Score -1.982796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -19827954.000000 Penalty: 5825.715332
	Iteration 404Q: 3 clusters Score -1.982795e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -19827938.000000 Penalty: 5825.715332
	Iteration 405Q: 3 clusters Score -1.982794e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -19827944.000000 Penalty: 5825.715332
	Iteration 406Q: 3 clusters Score -1.982794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -19827958.000000 Penalty: 5825.715332
	Iteration 407Q: 3 clusters Score -1.982796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -19827964.000000 Penalty: 5825.715332
	Iteration 408Q: 3 clusters Score -1.982796e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -19827982.000000 Penalty: 5825.715332
	Iteration 409Q: 3 clusters Score -1.982798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -19827998.000000 Penalty: 5825.715332
	Iteration 410Q: 3 clusters Score -1.9828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -19827996.000000 Penalty: 5825.715332
	Iteration 411Q: 3 clusters Score -1.9828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -19827986.000000 Penalty: 5825.715332
	Iteration 412Q: 3 clusters Score -1.982799e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -19828024.000000 Penalty: 5825.715332
	Iteration 413Q: 3 clusters Score -1.982802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -19828004.000000 Penalty: 5825.715332
	Iteration 414Q: 3 clusters Score -1.9828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -19828000.000000 Penalty: 5825.715332
	Iteration 415Q: 3 clusters Score -1.9828e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -19827972.000000 Penalty: 5825.715332
	Iteration 416Q: 3 clusters Score -1.982797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -19827958.000000 Penalty: 5825.715332
	Iteration 417Q: 3 clusters Score -1.982796e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -19827960.000000 Penalty: 5825.715332
	Iteration 418Q: 3 clusters Score -1.982796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -19827970.000000 Penalty: 5825.715332
	Iteration 419Q: 3 clusters Score -1.982797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -19827970.000000 Penalty: 5825.715332
	Iteration 420F: 3 clusters Score -1.982797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -19827978.000000 Penalty: 5825.715332
	Iteration 421Q: 3 clusters Score -1.982798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -19827950.000000 Penalty: 5825.715332
	Iteration 422Q: 3 clusters Score -1.982795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -19827930.000000 Penalty: 5825.715332
	Iteration 423Q: 3 clusters Score -1.982793e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -19827958.000000 Penalty: 5825.715332
	Iteration 424Q: 3 clusters Score -1.982796e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -19827952.000000 Penalty: 5825.715332
	Iteration 425Q: 3 clusters Score -1.982795e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -19827970.000000 Penalty: 5825.715332
	Iteration 426Q: 3 clusters Score -1.982797e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -19827990.000000 Penalty: 5825.715332
	Iteration 427Q: 3 clusters Score -1.982799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -19827950.000000 Penalty: 5825.715332
	Iteration 428Q: 3 clusters Score -1.982795e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -19827964.000000 Penalty: 5825.715332
	Iteration 429Q: 3 clusters Score -1.982796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -19827938.000000 Penalty: 5825.715332
	Iteration 430Q: 3 clusters Score -1.982794e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -19827930.000000 Penalty: 5825.715332
	Iteration 431Q: 3 clusters Score -1.982793e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -19827946.000000 Penalty: 5825.715332
	Iteration 432Q: 3 clusters Score -1.982795e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -19827940.000000 Penalty: 5825.715332
	Iteration 433Q: 3 clusters Score -1.982794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -19827916.000000 Penalty: 5825.715332
	Iteration 434Q: 3 clusters Score -1.982792e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -19827904.000000 Penalty: 5825.715332
	Iteration 435Q: 3 clusters Score -1.98279e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -19827878.000000 Penalty: 5825.715332
	Iteration 436Q: 3 clusters Score -1.982788e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -19827872.000000 Penalty: 5825.715332
	Iteration 437Q: 3 clusters Score -1.982787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -19827882.000000 Penalty: 5825.715332
	Iteration 438Q: 3 clusters Score -1.982788e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -19827900.000000 Penalty: 5825.715332
	Iteration 439Q: 3 clusters Score -1.98279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -19827894.000000 Penalty: 5825.715332
	Iteration 440F: 3 clusters Score -1.982789e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -19827872.000000 Penalty: 5825.715332
	Iteration 441Q: 3 clusters Score -1.982787e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -19827818.000000 Penalty: 5825.715332
	Iteration 442Q: 3 clusters Score -1.982782e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -19827804.000000 Penalty: 5825.715332
	Iteration 443Q: 3 clusters Score -1.98278e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -19827778.000000 Penalty: 5825.715332
	Iteration 444Q: 3 clusters Score -1.982778e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -19827786.000000 Penalty: 5825.715332
	Iteration 445Q: 3 clusters Score -1.982779e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -19827752.000000 Penalty: 5825.715332
	Iteration 446Q: 3 clusters Score -1.982775e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -19827744.000000 Penalty: 5825.715332
	Iteration 447Q: 3 clusters Score -1.982774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -19827732.000000 Penalty: 5825.715332
	Iteration 448Q: 3 clusters Score -1.982773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -19827742.000000 Penalty: 5825.715332
	Iteration 449Q: 3 clusters Score -1.982774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -19827716.000000 Penalty: 5825.715332
	Iteration 450Q: 3 clusters Score -1.982772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -19827714.000000 Penalty: 5825.715332
	Iteration 451Q: 3 clusters Score -1.982771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -19827726.000000 Penalty: 5825.715332
	Iteration 452Q: 3 clusters Score -1.982773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -19827722.000000 Penalty: 5825.715332
	Iteration 453Q: 3 clusters Score -1.982772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -19827724.000000 Penalty: 5825.715332
	Iteration 454Q: 3 clusters Score -1.982772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -19827716.000000 Penalty: 5825.715332
	Iteration 455Q: 3 clusters Score -1.982772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -19827718.000000 Penalty: 5825.715332
	Iteration 456Q: 3 clusters Score -1.982772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -19827734.000000 Penalty: 5825.715332
	Iteration 457Q: 3 clusters Score -1.982773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -19827750.000000 Penalty: 5825.715332
	Iteration 458Q: 3 clusters Score -1.982775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -19827764.000000 Penalty: 5825.715332
	Iteration 459Q: 3 clusters Score -1.982776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -19827752.000000 Penalty: 5825.715332
	Iteration 460F: 3 clusters Score -1.982775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -19827748.000000 Penalty: 5825.715332
	Iteration 461Q: 3 clusters Score -1.982775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -19827772.000000 Penalty: 5825.715332
	Iteration 462Q: 3 clusters Score -1.982777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -19827778.000000 Penalty: 5825.715332
	Iteration 463Q: 3 clusters Score -1.982778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -19827780.000000 Penalty: 5825.715332
	Iteration 464Q: 3 clusters Score -1.982778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -19827782.000000 Penalty: 5825.715332
	Iteration 465Q: 3 clusters Score -1.982778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -19827788.000000 Penalty: 5825.715332
	Iteration 466Q: 3 clusters Score -1.982779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -19827766.000000 Penalty: 5825.715332
	Iteration 467Q: 3 clusters Score -1.982777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -19827768.000000 Penalty: 5825.715332
	Iteration 468Q: 3 clusters Score -1.982777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -19827772.000000 Penalty: 5825.715332
	Iteration 469Q: 3 clusters Score -1.982777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -19827768.000000 Penalty: 5825.715332
	Iteration 470Q: 3 clusters Score -1.982777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -19827760.000000 Penalty: 5825.715332
	Iteration 471Q: 3 clusters Score -1.982776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -19827760.000000 Penalty: 5825.715332
	Iteration 472F: 3 clusters Score -1.982776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Entering Unmasked Estep 
Score: -120290080.000000 Penalty: 107825.945312
Splitting cluster 15 changes total score from -120254072.000000 to -120290080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (13473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Entering Unmasked Estep 
Score: -2011390.875000 Penalty: 2358.093750
	Iteration 0F: 2 clusters Score -2011391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2001560.875000 Penalty: 4716.187500
	Iteration 0F: 3 clusters Score -2001561 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2005045.500000 Penalty: 4716.187500
	Iteration 1F: 3 clusters Score -2005046 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2005673.250000 Penalty: 4716.187500
	Iteration 2F: 3 clusters Score -2005673 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2006158.125000 Penalty: 4716.187500
	Iteration 3F: 3 clusters Score -2006158 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2006587.750000 Penalty: 4716.187500
	Iteration 4F: 3 clusters Score -2006588 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2006956.625000 Penalty: 4716.187500
	Iteration 5Q: 3 clusters Score -2006957 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2007325.875000 Penalty: 4716.187500
	Iteration 6Q: 3 clusters Score -2007326 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2007712.500000 Penalty: 4716.187500
	Iteration 7Q: 3 clusters Score -2007712 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2008056.000000 Penalty: 4716.187500
	Iteration 8Q: 3 clusters Score -2008056 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2008344.125000 Penalty: 4716.187500
	Iteration 9Q: 3 clusters Score -2008344 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2008569.875000 Penalty: 4716.187500
	Iteration 10Q: 3 clusters Score -2008570 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2008737.625000 Penalty: 4716.187500
	Iteration 11Q: 3 clusters Score -2008738 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2008890.875000 Penalty: 4716.187500
	Iteration 12Q: 3 clusters Score -2008891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2009015.625000 Penalty: 4716.187500
	Iteration 13Q: 3 clusters Score -2009016 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2009096.500000 Penalty: 4716.187500
	Iteration 14Q: 3 clusters Score -2009096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2009163.250000 Penalty: 4716.187500
	Iteration 15Q: 3 clusters Score -2009163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2009197.875000 Penalty: 4716.187500
	Iteration 16Q: 3 clusters Score -2009198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2009232.250000 Penalty: 4716.187500
	Iteration 17Q: 3 clusters Score -2009232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2009262.250000 Penalty: 4716.187500
	Iteration 18Q: 3 clusters Score -2009262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2009294.875000 Penalty: 4716.187500
	Iteration 19Q: 3 clusters Score -2009295 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2009340.250000 Penalty: 4716.187500
	Iteration 20F: 3 clusters Score -2009340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2009387.000000 Penalty: 4716.187500
	Iteration 21Q: 3 clusters Score -2009387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2009434.375000 Penalty: 4716.187500
	Iteration 22Q: 3 clusters Score -2009434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2009478.625000 Penalty: 4716.187500
	Iteration 23Q: 3 clusters Score -2009479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2009529.375000 Penalty: 4716.187500
	Iteration 24Q: 3 clusters Score -2009529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2009580.000000 Penalty: 4716.187500
	Iteration 25Q: 3 clusters Score -2009580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2009638.250000 Penalty: 4716.187500
	Iteration 26Q: 3 clusters Score -2009638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2009701.375000 Penalty: 4716.187500
	Iteration 27Q: 3 clusters Score -2009701 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2009749.625000 Penalty: 4716.187500
	Iteration 28Q: 3 clusters Score -2009750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2009776.500000 Penalty: 4716.187500
	Iteration 29Q: 3 clusters Score -2009776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2009805.250000 Penalty: 4716.187500
	Iteration 30Q: 3 clusters Score -2009805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2009813.625000 Penalty: 4716.187500
	Iteration 31Q: 3 clusters Score -2009814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2009825.500000 Penalty: 4716.187500
	Iteration 32Q: 3 clusters Score -2009826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2009833.500000 Penalty: 4716.187500
	Iteration 33Q: 3 clusters Score -2009834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2009845.250000 Penalty: 4716.187500
	Iteration 34Q: 3 clusters Score -2009845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2009855.000000 Penalty: 4716.187500
	Iteration 35Q: 3 clusters Score -2009855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2009855.500000 Penalty: 4716.187500
	Iteration 36Q: 3 clusters Score -2009856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2009868.125000 Penalty: 4716.187500
	Iteration 37Q: 3 clusters Score -2009868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2009875.750000 Penalty: 4716.187500
	Iteration 38Q: 3 clusters Score -2009876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2009878.000000 Penalty: 4716.187500
	Iteration 39Q: 3 clusters Score -2009878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2009889.500000 Penalty: 4716.187500
	Iteration 40F: 3 clusters Score -2009890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2009896.250000 Penalty: 4716.187500
	Iteration 41Q: 3 clusters Score -2009896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2009895.625000 Penalty: 4716.187500
	Iteration 42Q: 3 clusters Score -2009896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2009890.125000 Penalty: 4716.187500
	Iteration 43Q: 3 clusters Score -2009890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2009904.125000 Penalty: 4716.187500
	Iteration 44Q: 3 clusters Score -2009904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2009914.875000 Penalty: 4716.187500
	Iteration 45Q: 3 clusters Score -2009915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2009919.250000 Penalty: 4716.187500
	Iteration 46Q: 3 clusters Score -2009919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2009920.375000 Penalty: 4716.187500
	Iteration 47Q: 3 clusters Score -2009920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2009929.375000 Penalty: 4716.187500
	Iteration 48Q: 3 clusters Score -2009929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2009939.125000 Penalty: 4716.187500
	Iteration 49Q: 3 clusters Score -2009939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2009953.875000 Penalty: 4716.187500
	Iteration 50Q: 3 clusters Score -2009954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2009957.625000 Penalty: 4716.187500
	Iteration 51Q: 3 clusters Score -2009958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2009973.375000 Penalty: 4716.187500
	Iteration 52Q: 3 clusters Score -2009973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2009977.875000 Penalty: 4716.187500
	Iteration 53Q: 3 clusters Score -2009978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2009983.125000 Penalty: 4716.187500
	Iteration 54Q: 3 clusters Score -2009983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2009985.000000 Penalty: 4716.187500
	Iteration 55Q: 3 clusters Score -2009985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2009989.875000 Penalty: 4716.187500
	Iteration 56Q: 3 clusters Score -2009990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2010005.250000 Penalty: 4716.187500
	Iteration 57Q: 3 clusters Score -2010005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2010011.125000 Penalty: 4716.187500
	Iteration 58Q: 3 clusters Score -2010011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2010017.750000 Penalty: 4716.187500
	Iteration 59Q: 3 clusters Score -2010018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2010018.750000 Penalty: 4716.187500
	Iteration 60F: 3 clusters Score -2010019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2010025.750000 Penalty: 4716.187500
	Iteration 61Q: 3 clusters Score -2010026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2010034.875000 Penalty: 4716.187500
	Iteration 62Q: 3 clusters Score -2010035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2010039.625000 Penalty: 4716.187500
	Iteration 63Q: 3 clusters Score -2010040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2010037.375000 Penalty: 4716.187500
	Iteration 64Q: 3 clusters Score -2010037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2010042.375000 Penalty: 4716.187500
	Iteration 65Q: 3 clusters Score -2010042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2010043.000000 Penalty: 4716.187500
	Iteration 66Q: 3 clusters Score -2010043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2010045.125000 Penalty: 4716.187500
	Iteration 67Q: 3 clusters Score -2010045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2010052.000000 Penalty: 4716.187500
	Iteration 68Q: 3 clusters Score -2010052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2010058.000000 Penalty: 4716.187500
	Iteration 69Q: 3 clusters Score -2010058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2010057.750000 Penalty: 4716.187500
	Iteration 70Q: 3 clusters Score -2010058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2010057.000000 Penalty: 4716.187500
	Iteration 71Q: 3 clusters Score -2010057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2010056.125000 Penalty: 4716.187500
	Iteration 72Q: 3 clusters Score -2010056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2010054.875000 Penalty: 4716.187500
	Iteration 73Q: 3 clusters Score -2010055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2010054.250000 Penalty: 4716.187500
	Iteration 74Q: 3 clusters Score -2010054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2010056.250000 Penalty: 4716.187500
	Iteration 75Q: 3 clusters Score -2010056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2010056.875000 Penalty: 4716.187500
	Iteration 76Q: 3 clusters Score -2010057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2010056.375000 Penalty: 4716.187500
	Iteration 77Q: 3 clusters Score -2010056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2010058.750000 Penalty: 4716.187500
	Iteration 78Q: 3 clusters Score -2010059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2010059.625000 Penalty: 4716.187500
	Iteration 79Q: 3 clusters Score -2010060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2010059.625000 Penalty: 4716.187500
	Iteration 80F: 3 clusters Score -2010060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -159515.187500 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -159515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157667.843750 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -157667.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159218.281250 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -159218.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -160405.812500 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -160405.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160948.031250 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -160948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161164.468750 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -161164.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -161255.031250 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -161255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161310.750000 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -161310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161319.921875 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -161319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -161327.359375 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -161327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161329.484375 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -161329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161331.843750 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -161331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161334.312500 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -161334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161335.500000 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -161335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161335.500000 Penalty: 3538.114746
	Iteration 13F: 3 clusters Score -161335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Entering Unmasked Estep 
Score: -120290200.000000 Penalty: 111195.507812
Splitting cluster 17 changes total score from -120254072.000000 to -120290200.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (76633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Entering Unmasked Estep 
Score: -11831651.000000 Penalty: 2789.202148
	Iteration 0F: 2 clusters Score -1.183165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -11780863.000000 Penalty: 5578.404297
	Iteration 0F: 3 clusters Score -1.178086e+07 nChanged 36096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -11802202.000000 Penalty: 5578.404297
	Iteration 1F: 3 clusters Score -1.18022e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -11803791.000000 Penalty: 5578.404297
	Iteration 2Q: 3 clusters Score -1.180379e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -11806275.000000 Penalty: 5578.404297
	Iteration 3F: 3 clusters Score -1.180628e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -11810268.000000 Penalty: 5578.404297
	Iteration 4F: 3 clusters Score -1.181027e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -11815363.000000 Penalty: 5578.404297
	Iteration 5F: 3 clusters Score -1.181536e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -11821863.000000 Penalty: 5578.404297
	Iteration 6F: 3 clusters Score -1.182186e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -11829677.000000 Penalty: 5578.404297
	Iteration 7F: 3 clusters Score -1.182968e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -11836271.000000 Penalty: 5578.404297
	Iteration 8F: 3 clusters Score -1.183627e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -11840493.000000 Penalty: 5578.404297
	Iteration 9F: 3 clusters Score -1.184049e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -11842668.000000 Penalty: 5578.404297
	Iteration 10Q: 3 clusters Score -1.184267e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -11843885.000000 Penalty: 5578.404297
	Iteration 11Q: 3 clusters Score -1.184388e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -11844510.000000 Penalty: 5578.404297
	Iteration 12Q: 3 clusters Score -1.184451e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -11844963.000000 Penalty: 5578.404297
	Iteration 13Q: 3 clusters Score -1.184496e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -11845154.000000 Penalty: 5578.404297
	Iteration 14Q: 3 clusters Score -1.184515e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -11845296.000000 Penalty: 5578.404297
	Iteration 15Q: 3 clusters Score -1.18453e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -11845365.000000 Penalty: 5578.404297
	Iteration 16Q: 3 clusters Score -1.184536e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -11845406.000000 Penalty: 5578.404297
	Iteration 17Q: 3 clusters Score -1.184541e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -11845441.000000 Penalty: 5578.404297
	Iteration 18Q: 3 clusters Score -1.184544e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -11845494.000000 Penalty: 5578.404297
	Iteration 19Q: 3 clusters Score -1.184549e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -11845515.000000 Penalty: 5578.404297
	Iteration 20F: 3 clusters Score -1.184552e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -11845527.000000 Penalty: 5578.404297
	Iteration 21Q: 3 clusters Score -1.184553e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -11845565.000000 Penalty: 5578.404297
	Iteration 22Q: 3 clusters Score -1.184556e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -11845559.000000 Penalty: 5578.404297
	Iteration 23Q: 3 clusters Score -1.184556e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -11845566.000000 Penalty: 5578.404297
	Iteration 24Q: 3 clusters Score -1.184557e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -11845604.000000 Penalty: 5578.404297
	Iteration 25Q: 3 clusters Score -1.18456e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -11845611.000000 Penalty: 5578.404297
	Iteration 26Q: 3 clusters Score -1.184561e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -11845612.000000 Penalty: 5578.404297
	Iteration 27Q: 3 clusters Score -1.184561e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -11845644.000000 Penalty: 5578.404297
	Iteration 28Q: 3 clusters Score -1.184564e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -11845632.000000 Penalty: 5578.404297
	Iteration 29Q: 3 clusters Score -1.184563e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -11845644.000000 Penalty: 5578.404297
	Iteration 30Q: 3 clusters Score -1.184564e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -11845660.000000 Penalty: 5578.404297
	Iteration 31Q: 3 clusters Score -1.184566e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -11845653.000000 Penalty: 5578.404297
	Iteration 32Q: 3 clusters Score -1.184565e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -11845692.000000 Penalty: 5578.404297
	Iteration 33Q: 3 clusters Score -1.184569e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -11845730.000000 Penalty: 5578.404297
	Iteration 34Q: 3 clusters Score -1.184573e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -11845719.000000 Penalty: 5578.404297
	Iteration 35Q: 3 clusters Score -1.184572e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -11845687.000000 Penalty: 5578.404297
	Iteration 36Q: 3 clusters Score -1.184569e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -11845746.000000 Penalty: 5578.404297
	Iteration 37Q: 3 clusters Score -1.184575e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -11845745.000000 Penalty: 5578.404297
	Iteration 38Q: 3 clusters Score -1.184574e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -11845772.000000 Penalty: 5578.404297
	Iteration 39Q: 3 clusters Score -1.184577e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -11845781.000000 Penalty: 5578.404297
	Iteration 40F: 3 clusters Score -1.184578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -11845788.000000 Penalty: 5578.404297
	Iteration 41Q: 3 clusters Score -1.184579e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -11845773.000000 Penalty: 5578.404297
	Iteration 42Q: 3 clusters Score -1.184577e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -11845813.000000 Penalty: 5578.404297
	Iteration 43Q: 3 clusters Score -1.184581e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -11845823.000000 Penalty: 5578.404297
	Iteration 44Q: 3 clusters Score -1.184582e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -11845857.000000 Penalty: 5578.404297
	Iteration 45Q: 3 clusters Score -1.184586e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -11845899.000000 Penalty: 5578.404297
	Iteration 46Q: 3 clusters Score -1.18459e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -11845948.000000 Penalty: 5578.404297
	Iteration 47Q: 3 clusters Score -1.184595e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -11846015.000000 Penalty: 5578.404297
	Iteration 48Q: 3 clusters Score -1.184602e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -11846067.000000 Penalty: 5578.404297
	Iteration 49Q: 3 clusters Score -1.184607e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -11846112.000000 Penalty: 5578.404297
	Iteration 50Q: 3 clusters Score -1.184611e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -11846216.000000 Penalty: 5578.404297
	Iteration 51Q: 3 clusters Score -1.184622e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -11846327.000000 Penalty: 5578.404297
	Iteration 52Q: 3 clusters Score -1.184633e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -11846469.000000 Penalty: 5578.404297
	Iteration 53Q: 3 clusters Score -1.184647e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -11846582.000000 Penalty: 5578.404297
	Iteration 54Q: 3 clusters Score -1.184658e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -11846698.000000 Penalty: 5578.404297
	Iteration 55Q: 3 clusters Score -1.18467e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -11846832.000000 Penalty: 5578.404297
	Iteration 56Q: 3 clusters Score -1.184683e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -11847005.000000 Penalty: 5578.404297
	Iteration 57Q: 3 clusters Score -1.1847e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -11847106.000000 Penalty: 5578.404297
	Iteration 58Q: 3 clusters Score -1.184711e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -11847269.000000 Penalty: 5578.404297
	Iteration 59Q: 3 clusters Score -1.184727e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -11847378.000000 Penalty: 5578.404297
	Iteration 60F: 3 clusters Score -1.184738e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -11847444.000000 Penalty: 5578.404297
	Iteration 61Q: 3 clusters Score -1.184744e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -11847598.000000 Penalty: 5578.404297
	Iteration 62Q: 3 clusters Score -1.18476e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -11847689.000000 Penalty: 5578.404297
	Iteration 63Q: 3 clusters Score -1.184769e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -11847770.000000 Penalty: 5578.404297
	Iteration 64Q: 3 clusters Score -1.184777e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -11847834.000000 Penalty: 5578.404297
	Iteration 65Q: 3 clusters Score -1.184783e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -11847890.000000 Penalty: 5578.404297
	Iteration 66Q: 3 clusters Score -1.184789e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -11847923.000000 Penalty: 5578.404297
	Iteration 67Q: 3 clusters Score -1.184792e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -11847977.000000 Penalty: 5578.404297
	Iteration 68Q: 3 clusters Score -1.184798e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -11848039.000000 Penalty: 5578.404297
	Iteration 69Q: 3 clusters Score -1.184804e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -11848090.000000 Penalty: 5578.404297
	Iteration 70Q: 3 clusters Score -1.184809e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -11848136.000000 Penalty: 5578.404297
	Iteration 71Q: 3 clusters Score -1.184814e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -11848218.000000 Penalty: 5578.404297
	Iteration 72Q: 3 clusters Score -1.184822e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -11848229.000000 Penalty: 5578.404297
	Iteration 73Q: 3 clusters Score -1.184823e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -11848245.000000 Penalty: 5578.404297
	Iteration 74Q: 3 clusters Score -1.184824e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -11848228.000000 Penalty: 5578.404297
	Iteration 75Q: 3 clusters Score -1.184823e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -11848212.000000 Penalty: 5578.404297
	Iteration 76Q: 3 clusters Score -1.184821e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -11848262.000000 Penalty: 5578.404297
	Iteration 77Q: 3 clusters Score -1.184826e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -11848272.000000 Penalty: 5578.404297
	Iteration 78Q: 3 clusters Score -1.184827e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -11848262.000000 Penalty: 5578.404297
	Iteration 79Q: 3 clusters Score -1.184826e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -11848251.000000 Penalty: 5578.404297
	Iteration 80F: 3 clusters Score -1.184825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -11848255.000000 Penalty: 5578.404297
	Iteration 81Q: 3 clusters Score -1.184826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -11848281.000000 Penalty: 5578.404297
	Iteration 82Q: 3 clusters Score -1.184828e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -11848302.000000 Penalty: 5578.404297
	Iteration 83Q: 3 clusters Score -1.18483e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -11848318.000000 Penalty: 5578.404297
	Iteration 84Q: 3 clusters Score -1.184832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -11848330.000000 Penalty: 5578.404297
	Iteration 85Q: 3 clusters Score -1.184833e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -11848331.000000 Penalty: 5578.404297
	Iteration 86Q: 3 clusters Score -1.184833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -11848357.000000 Penalty: 5578.404297
	Iteration 87Q: 3 clusters Score -1.184836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -11848358.000000 Penalty: 5578.404297
	Iteration 88Q: 3 clusters Score -1.184836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -11848358.000000 Penalty: 5578.404297
	Iteration 89Q: 3 clusters Score -1.184836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -11848347.000000 Penalty: 5578.404297
	Iteration 90Q: 3 clusters Score -1.184835e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -11848364.000000 Penalty: 5578.404297
	Iteration 91Q: 3 clusters Score -1.184836e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -11848374.000000 Penalty: 5578.404297
	Iteration 92Q: 3 clusters Score -1.184837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -11848374.000000 Penalty: 5578.404297
	Iteration 93Q: 3 clusters Score -1.184837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -11848407.000000 Penalty: 5578.404297
	Iteration 94Q: 3 clusters Score -1.184841e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -11848385.000000 Penalty: 5578.404297
	Iteration 95Q: 3 clusters Score -1.184838e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -11848399.000000 Penalty: 5578.404297
	Iteration 96Q: 3 clusters Score -1.18484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -11848421.000000 Penalty: 5578.404297
	Iteration 97Q: 3 clusters Score -1.184842e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -11848430.000000 Penalty: 5578.404297
	Iteration 98Q: 3 clusters Score -1.184843e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -11848415.000000 Penalty: 5578.404297
	Iteration 99Q: 3 clusters Score -1.184842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -11848420.000000 Penalty: 5578.404297
	Iteration 100F: 3 clusters Score -1.184842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -11848412.000000 Penalty: 5578.404297
	Iteration 101Q: 3 clusters Score -1.184841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -11848412.000000 Penalty: 5578.404297
	Iteration 102Q: 3 clusters Score -1.184841e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -11848426.000000 Penalty: 5578.404297
	Iteration 103Q: 3 clusters Score -1.184843e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -11848423.000000 Penalty: 5578.404297
	Iteration 104Q: 3 clusters Score -1.184842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -11848431.000000 Penalty: 5578.404297
	Iteration 105Q: 3 clusters Score -1.184843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -11848448.000000 Penalty: 5578.404297
	Iteration 106Q: 3 clusters Score -1.184845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -11848448.000000 Penalty: 5578.404297
	Iteration 107Q: 3 clusters Score -1.184845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -11848456.000000 Penalty: 5578.404297
	Iteration 108Q: 3 clusters Score -1.184846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -11848452.000000 Penalty: 5578.404297
	Iteration 109Q: 3 clusters Score -1.184845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -11848449.000000 Penalty: 5578.404297
	Iteration 110Q: 3 clusters Score -1.184845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -11848454.000000 Penalty: 5578.404297
	Iteration 111Q: 3 clusters Score -1.184845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -11848457.000000 Penalty: 5578.404297
	Iteration 112Q: 3 clusters Score -1.184846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -11848456.000000 Penalty: 5578.404297
	Iteration 113Q: 3 clusters Score -1.184846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -11848457.000000 Penalty: 5578.404297
	Iteration 114Q: 3 clusters Score -1.184846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -11848471.000000 Penalty: 5578.404297
	Iteration 115Q: 3 clusters Score -1.184847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -11848471.000000 Penalty: 5578.404297
	Iteration 116F: 3 clusters Score -1.184847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 22692 members 
Entering Unmasked Estep 
Score: -120307504.000000 Penalty: 114565.070312
Splitting cluster 18 changes total score from -120254072.000000 to -120307504.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -732826.000000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -732826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -728292.250000 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -728292.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -730059.687500 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -730059.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -731115.187500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -731115.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -732180.000000 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -732180 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -733841.750000 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -733841.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -735069.625000 Penalty: 4231.521484
	Iteration 5F: 3 clusters Score -735069.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -735627.375000 Penalty: 4231.521484
	Iteration 6F: 3 clusters Score -735627.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -735866.937500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -735866.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -736028.250000 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -736028.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -736120.500000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -736120.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -736202.500000 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -736202.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -736284.187500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -736284.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -736385.187500 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -736385.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -736479.250000 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -736479.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -736558.062500 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -736558.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -736646.687500 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -736646.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -736738.312500 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -736738.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -736821.125000 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -736821.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -736881.812500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -736881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -736933.937500 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -736933.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -736971.375000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -736971.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -736987.812500 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -736987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -736993.000000 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -736993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -736997.375000 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -736997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -736997.562500 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -736997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -736997.562500 Penalty: 4231.521484
	Iteration 25F: 3 clusters Score -736997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 22692 members 
Mstep: Class 35 contains 3638 members 
Entering Unmasked Estep 
Score: -120310808.000000 Penalty: 117934.632812
Splitting cluster 19 changes total score from -120254072.000000 to -120310808.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (46798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Entering Unmasked Estep 
Score: -7143503.000000 Penalty: 2666.891602
	Iteration 0F: 2 clusters Score -7143503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -7112175.500000 Penalty: 5333.783203
	Iteration 0F: 3 clusters Score -7112176 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7125274.500000 Penalty: 5333.783203
	Iteration 1F: 3 clusters Score -7125274 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -7127617.000000 Penalty: 5333.783203
	Iteration 2F: 3 clusters Score -7127617 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -7130691.500000 Penalty: 5333.783203
	Iteration 3F: 3 clusters Score -7130692 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7134889.000000 Penalty: 5333.783203
	Iteration 4F: 3 clusters Score -7134889 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -7139843.500000 Penalty: 5333.783203
	Iteration 5F: 3 clusters Score -7139844 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7143575.500000 Penalty: 5333.783203
	Iteration 6F: 3 clusters Score -7143576 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -7145487.000000 Penalty: 5333.783203
	Iteration 7F: 3 clusters Score -7145487 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7146368.000000 Penalty: 5333.783203
	Iteration 8Q: 3 clusters Score -7146368 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -7146838.000000 Penalty: 5333.783203
	Iteration 9Q: 3 clusters Score -7146838 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -7147114.000000 Penalty: 5333.783203
	Iteration 10Q: 3 clusters Score -7147114 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7147251.000000 Penalty: 5333.783203
	Iteration 11Q: 3 clusters Score -7147251 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -7147372.500000 Penalty: 5333.783203
	Iteration 12Q: 3 clusters Score -7147372 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -7147460.000000 Penalty: 5333.783203
	Iteration 13Q: 3 clusters Score -7147460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -7147496.500000 Penalty: 5333.783203
	Iteration 14Q: 3 clusters Score -7147496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -7147524.000000 Penalty: 5333.783203
	Iteration 15Q: 3 clusters Score -7147524 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -7147559.500000 Penalty: 5333.783203
	Iteration 16Q: 3 clusters Score -7147560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7147577.500000 Penalty: 5333.783203
	Iteration 17Q: 3 clusters Score -7147578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7147593.500000 Penalty: 5333.783203
	Iteration 18Q: 3 clusters Score -7147594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -7147619.500000 Penalty: 5333.783203
	Iteration 19Q: 3 clusters Score -7147620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7147647.000000 Penalty: 5333.783203
	Iteration 20F: 3 clusters Score -7147647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7147640.500000 Penalty: 5333.783203
	Iteration 21Q: 3 clusters Score -7147640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -7147638.500000 Penalty: 5333.783203
	Iteration 22Q: 3 clusters Score -7147638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -7147644.500000 Penalty: 5333.783203
	Iteration 23Q: 3 clusters Score -7147644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -7147657.500000 Penalty: 5333.783203
	Iteration 24Q: 3 clusters Score -7147658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7147669.000000 Penalty: 5333.783203
	Iteration 25Q: 3 clusters Score -7147669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -7147677.000000 Penalty: 5333.783203
	Iteration 26Q: 3 clusters Score -7147677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7147685.000000 Penalty: 5333.783203
	Iteration 27Q: 3 clusters Score -7147685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -7147682.000000 Penalty: 5333.783203
	Iteration 28Q: 3 clusters Score -7147682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -7147683.000000 Penalty: 5333.783203
	Iteration 29Q: 3 clusters Score -7147683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -7147699.500000 Penalty: 5333.783203
	Iteration 30Q: 3 clusters Score -7147700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -7147701.500000 Penalty: 5333.783203
	Iteration 31Q: 3 clusters Score -7147702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7147682.500000 Penalty: 5333.783203
	Iteration 32Q: 3 clusters Score -7147682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7147705.000000 Penalty: 5333.783203
	Iteration 33Q: 3 clusters Score -7147705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7147716.000000 Penalty: 5333.783203
	Iteration 34Q: 3 clusters Score -7147716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7147706.000000 Penalty: 5333.783203
	Iteration 35Q: 3 clusters Score -7147706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7147688.500000 Penalty: 5333.783203
	Iteration 36Q: 3 clusters Score -7147688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7147703.000000 Penalty: 5333.783203
	Iteration 37Q: 3 clusters Score -7147703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7147721.500000 Penalty: 5333.783203
	Iteration 38Q: 3 clusters Score -7147722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7147722.500000 Penalty: 5333.783203
	Iteration 39Q: 3 clusters Score -7147722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7147720.500000 Penalty: 5333.783203
	Iteration 40F: 3 clusters Score -7147720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -7147714.500000 Penalty: 5333.783203
	Iteration 41Q: 3 clusters Score -7147714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7147724.500000 Penalty: 5333.783203
	Iteration 42Q: 3 clusters Score -7147724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7147723.000000 Penalty: 5333.783203
	Iteration 43Q: 3 clusters Score -7147723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -7147713.000000 Penalty: 5333.783203
	Iteration 44Q: 3 clusters Score -7147713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7147733.000000 Penalty: 5333.783203
	Iteration 45Q: 3 clusters Score -7147733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -7147741.000000 Penalty: 5333.783203
	Iteration 46Q: 3 clusters Score -7147741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7147743.500000 Penalty: 5333.783203
	Iteration 47Q: 3 clusters Score -7147744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7147747.000000 Penalty: 5333.783203
	Iteration 48Q: 3 clusters Score -7147747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -7147748.500000 Penalty: 5333.783203
	Iteration 49Q: 3 clusters Score -7147748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7147753.000000 Penalty: 5333.783203
	Iteration 50Q: 3 clusters Score -7147753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7147763.500000 Penalty: 5333.783203
	Iteration 51Q: 3 clusters Score -7147764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7147768.500000 Penalty: 5333.783203
	Iteration 52Q: 3 clusters Score -7147768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7147772.000000 Penalty: 5333.783203
	Iteration 53Q: 3 clusters Score -7147772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7147772.500000 Penalty: 5333.783203
	Iteration 54Q: 3 clusters Score -7147772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7147784.000000 Penalty: 5333.783203
	Iteration 55Q: 3 clusters Score -7147784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -7147788.500000 Penalty: 5333.783203
	Iteration 56Q: 3 clusters Score -7147788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -7147791.000000 Penalty: 5333.783203
	Iteration 57Q: 3 clusters Score -7147791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -7147783.000000 Penalty: 5333.783203
	Iteration 58Q: 3 clusters Score -7147783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -7147790.500000 Penalty: 5333.783203
	Iteration 59Q: 3 clusters Score -7147790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -7147788.500000 Penalty: 5333.783203
	Iteration 60F: 3 clusters Score -7147788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -7147792.000000 Penalty: 5333.783203
	Iteration 61Q: 3 clusters Score -7147792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7147797.000000 Penalty: 5333.783203
	Iteration 62Q: 3 clusters Score -7147797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -7147797.500000 Penalty: 5333.783203
	Iteration 63Q: 3 clusters Score -7147798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -7147785.500000 Penalty: 5333.783203
	Iteration 64Q: 3 clusters Score -7147786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7147781.000000 Penalty: 5333.783203
	Iteration 65Q: 3 clusters Score -7147781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7147775.000000 Penalty: 5333.783203
	Iteration 66Q: 3 clusters Score -7147775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7147777.000000 Penalty: 5333.783203
	Iteration 67Q: 3 clusters Score -7147777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -7147768.500000 Penalty: 5333.783203
	Iteration 68Q: 3 clusters Score -7147768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -7147761.000000 Penalty: 5333.783203
	Iteration 69Q: 3 clusters Score -7147761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7147767.000000 Penalty: 5333.783203
	Iteration 70Q: 3 clusters Score -7147767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7147782.000000 Penalty: 5333.783203
	Iteration 71Q: 3 clusters Score -7147782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7147782.000000 Penalty: 5333.783203
	Iteration 72Q: 3 clusters Score -7147782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -7147790.000000 Penalty: 5333.783203
	Iteration 73Q: 3 clusters Score -7147790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7147791.500000 Penalty: 5333.783203
	Iteration 74Q: 3 clusters Score -7147792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -7147789.000000 Penalty: 5333.783203
	Iteration 75Q: 3 clusters Score -7147789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7147793.000000 Penalty: 5333.783203
	Iteration 76Q: 3 clusters Score -7147793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -7147797.000000 Penalty: 5333.783203
	Iteration 77Q: 3 clusters Score -7147797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -7147793.000000 Penalty: 5333.783203
	Iteration 78Q: 3 clusters Score -7147793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -7147798.000000 Penalty: 5333.783203
	Iteration 79Q: 3 clusters Score -7147798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7147798.500000 Penalty: 5333.783203
	Iteration 80F: 3 clusters Score -7147798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 22692 members 
Mstep: Class 35 contains 3638 members 
Mstep: Class 36 contains 36372 members 
Entering Unmasked Estep 
Score: -120314992.000000 Penalty: 121304.187500
Splitting cluster 20 changes total score from -120254072.000000 to -120314992.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (11177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Entering Unmasked Estep 
Score: -1661118.500000 Penalty: 2311.760010
	Iteration 0F: 2 clusters Score -1661118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1652749.500000 Penalty: 4623.520020
	Iteration 0F: 3 clusters Score -1652750 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1655262.625000 Penalty: 4623.520020
	Iteration 1F: 3 clusters Score -1655263 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1655729.750000 Penalty: 4623.520020
	Iteration 2F: 3 clusters Score -1655730 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1656269.000000 Penalty: 4623.520020
	Iteration 3F: 3 clusters Score -1656269 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1656975.500000 Penalty: 4623.520020
	Iteration 4F: 3 clusters Score -1656976 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1657828.500000 Penalty: 4623.520020
	Iteration 5F: 3 clusters Score -1657828 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1658692.375000 Penalty: 4623.520020
	Iteration 6F: 3 clusters Score -1658692 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1659382.125000 Penalty: 4623.520020
	Iteration 7F: 3 clusters Score -1659382 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1659847.125000 Penalty: 4623.520020
	Iteration 8F: 3 clusters Score -1659847 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1660164.750000 Penalty: 4623.520020
	Iteration 9Q: 3 clusters Score -1660165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1660427.125000 Penalty: 4623.520020
	Iteration 10Q: 3 clusters Score -1660427 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1660645.375000 Penalty: 4623.520020
	Iteration 11Q: 3 clusters Score -1660645 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1660824.000000 Penalty: 4623.520020
	Iteration 12Q: 3 clusters Score -1660824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1660932.125000 Penalty: 4623.520020
	Iteration 13Q: 3 clusters Score -1660932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1661007.875000 Penalty: 4623.520020
	Iteration 14Q: 3 clusters Score -1661008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1661054.625000 Penalty: 4623.520020
	Iteration 15Q: 3 clusters Score -1661055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1661093.250000 Penalty: 4623.520020
	Iteration 16Q: 3 clusters Score -1661093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1661117.750000 Penalty: 4623.520020
	Iteration 17Q: 3 clusters Score -1661118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1661142.375000 Penalty: 4623.520020
	Iteration 18Q: 3 clusters Score -1661142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1661162.500000 Penalty: 4623.520020
	Iteration 19Q: 3 clusters Score -1661162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1661179.500000 Penalty: 4623.520020
	Iteration 20F: 3 clusters Score -1661180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1661187.000000 Penalty: 4623.520020
	Iteration 21Q: 3 clusters Score -1661187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1661200.875000 Penalty: 4623.520020
	Iteration 22Q: 3 clusters Score -1661201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1661213.500000 Penalty: 4623.520020
	Iteration 23Q: 3 clusters Score -1661214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1661223.750000 Penalty: 4623.520020
	Iteration 24Q: 3 clusters Score -1661224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1661235.375000 Penalty: 4623.520020
	Iteration 25Q: 3 clusters Score -1661235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1661235.625000 Penalty: 4623.520020
	Iteration 26Q: 3 clusters Score -1661236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1661237.875000 Penalty: 4623.520020
	Iteration 27Q: 3 clusters Score -1661238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1661240.500000 Penalty: 4623.520020
	Iteration 28Q: 3 clusters Score -1661240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1661241.250000 Penalty: 4623.520020
	Iteration 29Q: 3 clusters Score -1661241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1661248.125000 Penalty: 4623.520020
	Iteration 30Q: 3 clusters Score -1661248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1661250.500000 Penalty: 4623.520020
	Iteration 31Q: 3 clusters Score -1661250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1661255.250000 Penalty: 4623.520020
	Iteration 32Q: 3 clusters Score -1661255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1661256.750000 Penalty: 4623.520020
	Iteration 33Q: 3 clusters Score -1661257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1661261.500000 Penalty: 4623.520020
	Iteration 34Q: 3 clusters Score -1661262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1661265.625000 Penalty: 4623.520020
	Iteration 35Q: 3 clusters Score -1661266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1661266.375000 Penalty: 4623.520020
	Iteration 36Q: 3 clusters Score -1661266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1661268.375000 Penalty: 4623.520020
	Iteration 37Q: 3 clusters Score -1661268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1661269.875000 Penalty: 4623.520020
	Iteration 38Q: 3 clusters Score -1661270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1661269.625000 Penalty: 4623.520020
	Iteration 39Q: 3 clusters Score -1661270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1661272.625000 Penalty: 4623.520020
	Iteration 40F: 3 clusters Score -1661273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1661270.500000 Penalty: 4623.520020
	Iteration 41Q: 3 clusters Score -1661270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1661269.625000 Penalty: 4623.520020
	Iteration 42Q: 3 clusters Score -1661270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1661269.625000 Penalty: 4623.520020
	Iteration 43F: 3 clusters Score -1661270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 22692 members 
Mstep: Class 35 contains 3638 members 
Mstep: Class 36 contains 36372 members 
Mstep: Class 37 contains 6539 members 
Entering Unmasked Estep 
Score: -120314208.000000 Penalty: 124673.750000
Splitting cluster 21 changes total score from -120254072.000000 to -120314208.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (14674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Entering Unmasked Estep 
Score: -2171201.500000 Penalty: 2379.270508
	Iteration 0F: 2 clusters Score -2171202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2160596.000000 Penalty: 4758.541016
	Iteration 0F: 3 clusters Score -2160596 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2164599.000000 Penalty: 4758.541016
	Iteration 1F: 3 clusters Score -2164599 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2165922.250000 Penalty: 4758.541016
	Iteration 2F: 3 clusters Score -2165922 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2167279.500000 Penalty: 4758.541016
	Iteration 3F: 3 clusters Score -2167280 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2168442.250000 Penalty: 4758.541016
	Iteration 4F: 3 clusters Score -2168442 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2169221.000000 Penalty: 4758.541016
	Iteration 5F: 3 clusters Score -2169221 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2169651.500000 Penalty: 4758.541016
	Iteration 6Q: 3 clusters Score -2169652 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2169873.750000 Penalty: 4758.541016
	Iteration 7Q: 3 clusters Score -2169874 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2170011.250000 Penalty: 4758.541016
	Iteration 8Q: 3 clusters Score -2170011 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2170081.500000 Penalty: 4758.541016
	Iteration 9Q: 3 clusters Score -2170082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2170127.750000 Penalty: 4758.541016
	Iteration 10Q: 3 clusters Score -2170128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2170155.750000 Penalty: 4758.541016
	Iteration 11Q: 3 clusters Score -2170156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2170185.250000 Penalty: 4758.541016
	Iteration 12Q: 3 clusters Score -2170185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2170223.000000 Penalty: 4758.541016
	Iteration 13Q: 3 clusters Score -2170223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2170239.750000 Penalty: 4758.541016
	Iteration 14Q: 3 clusters Score -2170240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2170254.000000 Penalty: 4758.541016
	Iteration 15Q: 3 clusters Score -2170254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2170273.750000 Penalty: 4758.541016
	Iteration 16Q: 3 clusters Score -2170274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2170278.500000 Penalty: 4758.541016
	Iteration 17Q: 3 clusters Score -2170278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2170286.750000 Penalty: 4758.541016
	Iteration 18Q: 3 clusters Score -2170287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2170297.750000 Penalty: 4758.541016
	Iteration 19Q: 3 clusters Score -2170298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2170301.750000 Penalty: 4758.541016
	Iteration 20F: 3 clusters Score -2170302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2170313.750000 Penalty: 4758.541016
	Iteration 21Q: 3 clusters Score -2170314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2170312.250000 Penalty: 4758.541016
	Iteration 22Q: 3 clusters Score -2170312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2170314.250000 Penalty: 4758.541016
	Iteration 23Q: 3 clusters Score -2170314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2170320.750000 Penalty: 4758.541016
	Iteration 24Q: 3 clusters Score -2170321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2170323.500000 Penalty: 4758.541016
	Iteration 25Q: 3 clusters Score -2170324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2170325.250000 Penalty: 4758.541016
	Iteration 26Q: 3 clusters Score -2170325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2170330.250000 Penalty: 4758.541016
	Iteration 27Q: 3 clusters Score -2170330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2170335.250000 Penalty: 4758.541016
	Iteration 28Q: 3 clusters Score -2170335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2170336.250000 Penalty: 4758.541016
	Iteration 29Q: 3 clusters Score -2170336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2170340.500000 Penalty: 4758.541016
	Iteration 30Q: 3 clusters Score -2170340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2170343.750000 Penalty: 4758.541016
	Iteration 31Q: 3 clusters Score -2170344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2170341.500000 Penalty: 4758.541016
	Iteration 32Q: 3 clusters Score -2170342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2170347.750000 Penalty: 4758.541016
	Iteration 33Q: 3 clusters Score -2170348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2170349.500000 Penalty: 4758.541016
	Iteration 34Q: 3 clusters Score -2170350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2170347.750000 Penalty: 4758.541016
	Iteration 35Q: 3 clusters Score -2170348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2170351.000000 Penalty: 4758.541016
	Iteration 36Q: 3 clusters Score -2170351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2170351.500000 Penalty: 4758.541016
	Iteration 37Q: 3 clusters Score -2170352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2170351.250000 Penalty: 4758.541016
	Iteration 38Q: 3 clusters Score -2170351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2170347.500000 Penalty: 4758.541016
	Iteration 39Q: 3 clusters Score -2170348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2170350.000000 Penalty: 4758.541016
	Iteration 40F: 3 clusters Score -2170350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2170352.750000 Penalty: 4758.541016
	Iteration 41Q: 3 clusters Score -2170353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2170353.000000 Penalty: 4758.541016
	Iteration 42Q: 3 clusters Score -2170353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2170355.000000 Penalty: 4758.541016
	Iteration 43Q: 3 clusters Score -2170355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2170354.500000 Penalty: 4758.541016
	Iteration 44Q: 3 clusters Score -2170354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2170353.250000 Penalty: 4758.541016
	Iteration 45Q: 3 clusters Score -2170353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2170352.000000 Penalty: 4758.541016
	Iteration 46Q: 3 clusters Score -2170352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2170355.750000 Penalty: 4758.541016
	Iteration 47Q: 3 clusters Score -2170356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2170354.250000 Penalty: 4758.541016
	Iteration 48Q: 3 clusters Score -2170354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2170356.500000 Penalty: 4758.541016
	Iteration 49Q: 3 clusters Score -2170356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2170354.250000 Penalty: 4758.541016
	Iteration 50Q: 3 clusters Score -2170354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2170354.250000 Penalty: 4758.541016
	Iteration 51Q: 3 clusters Score -2170354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2170357.000000 Penalty: 4758.541016
	Iteration 52Q: 3 clusters Score -2170357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2170355.250000 Penalty: 4758.541016
	Iteration 53Q: 3 clusters Score -2170355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2170359.500000 Penalty: 4758.541016
	Iteration 54Q: 3 clusters Score -2170360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2170363.500000 Penalty: 4758.541016
	Iteration 55Q: 3 clusters Score -2170364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2170361.750000 Penalty: 4758.541016
	Iteration 56Q: 3 clusters Score -2170362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2170362.000000 Penalty: 4758.541016
	Iteration 57Q: 3 clusters Score -2170362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2170361.250000 Penalty: 4758.541016
	Iteration 58Q: 3 clusters Score -2170361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2170362.000000 Penalty: 4758.541016
	Iteration 59Q: 3 clusters Score -2170362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2170364.250000 Penalty: 4758.541016
	Iteration 60F: 3 clusters Score -2170364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2170366.250000 Penalty: 4758.541016
	Iteration 61Q: 3 clusters Score -2170366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2170364.750000 Penalty: 4758.541016
	Iteration 62Q: 3 clusters Score -2170365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2170365.750000 Penalty: 4758.541016
	Iteration 63Q: 3 clusters Score -2170366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2170363.750000 Penalty: 4758.541016
	Iteration 64Q: 3 clusters Score -2170364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2170365.500000 Penalty: 4758.541016
	Iteration 65Q: 3 clusters Score -2170366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2170366.000000 Penalty: 4758.541016
	Iteration 66Q: 3 clusters Score -2170366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2170363.500000 Penalty: 4758.541016
	Iteration 67Q: 3 clusters Score -2170364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2170364.250000 Penalty: 4758.541016
	Iteration 68Q: 3 clusters Score -2170364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2170363.000000 Penalty: 4758.541016
	Iteration 69Q: 3 clusters Score -2170363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2170362.500000 Penalty: 4758.541016
	Iteration 70Q: 3 clusters Score -2170362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2170363.250000 Penalty: 4758.541016
	Iteration 71Q: 3 clusters Score -2170363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2170362.250000 Penalty: 4758.541016
	Iteration 72Q: 3 clusters Score -2170362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2170365.750000 Penalty: 4758.541016
	Iteration 73Q: 3 clusters Score -2170366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2170364.500000 Penalty: 4758.541016
	Iteration 74Q: 3 clusters Score -2170364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2170365.750000 Penalty: 4758.541016
	Iteration 75Q: 3 clusters Score -2170366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2170362.500000 Penalty: 4758.541016
	Iteration 76Q: 3 clusters Score -2170362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2170365.000000 Penalty: 4758.541016
	Iteration 77Q: 3 clusters Score -2170365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2170363.000000 Penalty: 4758.541016
	Iteration 78Q: 3 clusters Score -2170363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2170363.000000 Penalty: 4758.541016
	Iteration 79F: 3 clusters Score -2170363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -1753358.750000 Penalty: 2325.148926
	Iteration 0F: 2 clusters Score -1753359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1744599.000000 Penalty: 4650.297852
	Iteration 0F: 3 clusters Score -1744599 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1747586.250000 Penalty: 4650.297852
	Iteration 1F: 3 clusters Score -1747586 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1748283.625000 Penalty: 4650.297852
	Iteration 2F: 3 clusters Score -1748284 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1749127.000000 Penalty: 4650.297852
	Iteration 3F: 3 clusters Score -1749127 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1749986.375000 Penalty: 4650.297852
	Iteration 4F: 3 clusters Score -1749986 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1751005.000000 Penalty: 4650.297852
	Iteration 5F: 3 clusters Score -1751005 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1752149.625000 Penalty: 4650.297852
	Iteration 6F: 3 clusters Score -1752150 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1753126.500000 Penalty: 4650.297852
	Iteration 7F: 3 clusters Score -1753126 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1753777.000000 Penalty: 4650.297852
	Iteration 8F: 3 clusters Score -1753777 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1754178.500000 Penalty: 4650.297852
	Iteration 9Q: 3 clusters Score -1754178 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1754428.625000 Penalty: 4650.297852
	Iteration 10Q: 3 clusters Score -1754429 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1754567.000000 Penalty: 4650.297852
	Iteration 11Q: 3 clusters Score -1754567 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1754625.750000 Penalty: 4650.297852
	Iteration 12Q: 3 clusters Score -1754626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1754663.500000 Penalty: 4650.297852
	Iteration 13Q: 3 clusters Score -1754664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1754678.250000 Penalty: 4650.297852
	Iteration 14Q: 3 clusters Score -1754678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1754692.875000 Penalty: 4650.297852
	Iteration 15Q: 3 clusters Score -1754693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1754706.500000 Penalty: 4650.297852
	Iteration 16Q: 3 clusters Score -1754706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1754718.500000 Penalty: 4650.297852
	Iteration 17Q: 3 clusters Score -1754718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1754719.625000 Penalty: 4650.297852
	Iteration 18Q: 3 clusters Score -1754720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1754721.000000 Penalty: 4650.297852
	Iteration 19Q: 3 clusters Score -1754721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1754723.375000 Penalty: 4650.297852
	Iteration 20F: 3 clusters Score -1754723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1754729.000000 Penalty: 4650.297852
	Iteration 21Q: 3 clusters Score -1754729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1754725.125000 Penalty: 4650.297852
	Iteration 22Q: 3 clusters Score -1754725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1754731.250000 Penalty: 4650.297852
	Iteration 23Q: 3 clusters Score -1754731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1754733.875000 Penalty: 4650.297852
	Iteration 24Q: 3 clusters Score -1754734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1754732.875000 Penalty: 4650.297852
	Iteration 25Q: 3 clusters Score -1754733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1754729.250000 Penalty: 4650.297852
	Iteration 26Q: 3 clusters Score -1754729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1754730.750000 Penalty: 4650.297852
	Iteration 27Q: 3 clusters Score -1754731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1754730.750000 Penalty: 4650.297852
	Iteration 28F: 3 clusters Score -1754731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 63738 members 
Mstep: Class 32 contains 69664 members 
Mstep: Class 33 contains 525 members 
Mstep: Class 34 contains 22692 members 
Mstep: Class 35 contains 3638 members 
Mstep: Class 36 contains 36372 members 
Mstep: Class 37 contains 6539 members 
Mstep: Class 38 contains 7365 members 
Entering Unmasked Estep 
Score: -120314800.000000 Penalty: 128043.312500
Splitting cluster 23 changes total score from -120254072.000000 to -120314800.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29510 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 23394 members 
Mstep: Class 6 contains 209 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 9 contains 107444 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 13473 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 53941 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 14674 members 
Mstep: Class 23 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120336608.000000 Penalty: 128043.312500
Iteration 39Q: 39 clusters Score -1.203366e+08 nChanged 28847
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 30556 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 58266 members 
Mstep: Class 5 contains 24646 members 
Mstep: Class 6 contains 210 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 20576 members 
Mstep: Class 9 contains 107025 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22973 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 32689 members 
Mstep: Class 15 contains 57835 members 
Mstep: Class 16 contains 14119 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 54325 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 10756 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 14957 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 59928 members 
Mstep: Class 25 contains 26605 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 453 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 63465 members 
Mstep: Class 32 contains 68613 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 21724 members 
Mstep: Class 35 contains 3416 members 
Mstep: Class 36 contains 34138 members 
Mstep: Class 37 contains 6224 members 
Mstep: Class 38 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120354336.000000 Penalty: 128043.312500
Iteration 40F: 39 clusters Score -1.203543e+08 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 30320 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 58058 members 
Mstep: Class 5 contains 24431 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 19244 members 
Mstep: Class 9 contains 106654 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 22382 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 8162 members 
Mstep: Class 14 contains 32435 members 
Mstep: Class 15 contains 57736 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 53841 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 10569 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 14854 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 60030 members 
Mstep: Class 25 contains 26901 members 
Mstep: Class 26 contains 5818 members 
Mstep: Class 27 contains 977 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 460 members 
Mstep: Class 30 contains 907 members 
Mstep: Class 31 contains 64338 members 
Mstep: Class 32 contains 68866 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 21726 members 
Mstep: Class 35 contains 3366 members 
Mstep: Class 36 contains 33736 members 
Mstep: Class 37 contains 6440 members 
Mstep: Class 38 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120360672.000000 Penalty: 128043.312500
Iteration 41Q: 39 clusters Score -1.203607e+08 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 30288 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 58006 members 
Mstep: Class 5 contains 24311 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 18182 members 
Mstep: Class 9 contains 106435 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 21969 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 57764 members 
Mstep: Class 16 contains 14462 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 53598 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 10548 members 
Mstep: Class 21 contains 6132 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 59985 members 
Mstep: Class 25 contains 27049 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 461 members 
Mstep: Class 30 contains 968 members 
Mstep: Class 31 contains 64620 members 
Mstep: Class 32 contains 68859 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 21629 members 
Mstep: Class 35 contains 3345 members 
Mstep: Class 36 contains 33424 members 
Mstep: Class 37 contains 6586 members 
Mstep: Class 38 contains 6649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364440.000000 Penalty: 128043.312500
Iteration 42Q: 39 clusters Score -1.203644e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 30294 members 
Mstep: Class 3 contains 19600 members 
Mstep: Class 4 contains 57940 members 
Mstep: Class 5 contains 24173 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 17416 members 
Mstep: Class 9 contains 106294 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 21628 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 32261 members 
Mstep: Class 15 contains 57738 members 
Mstep: Class 16 contains 14648 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 53438 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 14725 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 59998 members 
Mstep: Class 25 contains 27172 members 
Mstep: Class 26 contains 6129 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 462 members 
Mstep: Class 30 contains 1023 members 
Mstep: Class 31 contains 64771 members 
Mstep: Class 32 contains 68838 members 
Mstep: Class 33 contains 513 members 
Mstep: Class 34 contains 21543 members 
Mstep: Class 35 contains 3321 members 
Mstep: Class 36 contains 33178 members 
Mstep: Class 37 contains 6634 members 
Mstep: Class 38 contains 6659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120366120.000000 Penalty: 128043.312500
Iteration 43Q: 39 clusters Score -1.203661e+08 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 30342 members 
Mstep: Class 3 contains 19965 members 
Mstep: Class 4 contains 57885 members 
Mstep: Class 5 contains 23943 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 16814 members 
Mstep: Class 9 contains 106213 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 21363 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 32217 members 
Mstep: Class 15 contains 57687 members 
Mstep: Class 16 contains 14826 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 53324 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 14665 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 60047 members 
Mstep: Class 25 contains 27271 members 
Mstep: Class 26 contains 6264 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 1610 members 
Mstep: Class 29 contains 464 members 
Mstep: Class 30 contains 1063 members 
Mstep: Class 31 contains 64864 members 
Mstep: Class 32 contains 68810 members 
Mstep: Class 33 contains 531 members 
Mstep: Class 34 contains 21462 members 
Mstep: Class 35 contains 3297 members 
Mstep: Class 36 contains 32966 members 
Mstep: Class 37 contains 6706 members 
Mstep: Class 38 contains 6647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120367304.000000 Penalty: 128043.312500
Iteration 44Q: 39 clusters Score -1.203673e+08 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 30442 members 
Mstep: Class 3 contains 20264 members 
Mstep: Class 4 contains 57789 members 
Mstep: Class 5 contains 23706 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 16321 members 
Mstep: Class 9 contains 106149 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21137 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 32178 members 
Mstep: Class 15 contains 57645 members 
Mstep: Class 16 contains 14958 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 53221 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 14622 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 60130 members 
Mstep: Class 25 contains 27348 members 
Mstep: Class 26 contains 6377 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 1610 members 
Mstep: Class 29 contains 463 members 
Mstep: Class 30 contains 1103 members 
Mstep: Class 31 contains 64929 members 
Mstep: Class 32 contains 68776 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 21393 members 
Mstep: Class 35 contains 3282 members 
Mstep: Class 36 contains 32755 members 
Mstep: Class 37 contains 6719 members 
Mstep: Class 38 contains 6647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120368144.000000 Penalty: 128043.312500
Iteration 45Q: 39 clusters Score -1.203681e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 30546 members 
Mstep: Class 3 contains 20491 members 
Mstep: Class 4 contains 57694 members 
Mstep: Class 5 contains 23470 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 15951 members 
Mstep: Class 9 contains 106098 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20949 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 32155 members 
Mstep: Class 15 contains 57615 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 53101 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 10985 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 14562 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 60211 members 
Mstep: Class 25 contains 27423 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 1060 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 464 members 
Mstep: Class 30 contains 1142 members 
Mstep: Class 31 contains 65000 members 
Mstep: Class 32 contains 68757 members 
Mstep: Class 33 contains 550 members 
Mstep: Class 34 contains 21341 members 
Mstep: Class 35 contains 3261 members 
Mstep: Class 36 contains 32544 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369504.000000 Penalty: 128043.312500
Iteration 46Q: 39 clusters Score -1.203695e+08 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 30626 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 57617 members 
Mstep: Class 5 contains 23256 members 
Mstep: Class 6 contains 218 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 15636 members 
Mstep: Class 9 contains 106067 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20796 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 8079 members 
Mstep: Class 14 contains 32145 members 
Mstep: Class 15 contains 57556 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 53029 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 11109 members 
Mstep: Class 21 contains 7237 members 
Mstep: Class 22 contains 14495 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 60287 members 
Mstep: Class 25 contains 27487 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 1061 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 464 members 
Mstep: Class 30 contains 1179 members 
Mstep: Class 31 contains 65023 members 
Mstep: Class 32 contains 68760 members 
Mstep: Class 33 contains 557 members 
Mstep: Class 34 contains 21289 members 
Mstep: Class 35 contains 3238 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370440.000000 Penalty: 128043.312500
Iteration 47Q: 39 clusters Score -1.203704e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 30691 members 
Mstep: Class 3 contains 20834 members 
Mstep: Class 4 contains 57551 members 
Mstep: Class 5 contains 23080 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 15353 members 
Mstep: Class 9 contains 106036 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20647 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 32134 members 
Mstep: Class 15 contains 57512 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 52949 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 11214 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 14454 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 60363 members 
Mstep: Class 25 contains 27536 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 464 members 
Mstep: Class 30 contains 1209 members 
Mstep: Class 31 contains 65016 members 
Mstep: Class 32 contains 68786 members 
Mstep: Class 33 contains 570 members 
Mstep: Class 34 contains 21245 members 
Mstep: Class 35 contains 3226 members 
Mstep: Class 36 contains 32145 members 
Mstep: Class 37 contains 6824 members 
Mstep: Class 38 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120370992.000000 Penalty: 128043.312500
Iteration 48Q: 39 clusters Score -1.20371e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 30715 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 57487 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 15158 members 
Mstep: Class 9 contains 106000 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20521 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 8092 members 
Mstep: Class 14 contains 32118 members 
Mstep: Class 15 contains 57453 members 
Mstep: Class 16 contains 15324 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 52876 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 7443 members 
Mstep: Class 22 contains 14403 members 
Mstep: Class 23 contains 7779 members 
Mstep: Class 24 contains 60416 members 
Mstep: Class 25 contains 27570 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 1611 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1228 members 
Mstep: Class 31 contains 65000 members 
Mstep: Class 32 contains 68782 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 21207 members 
Mstep: Class 35 contains 3229 members 
Mstep: Class 36 contains 31989 members 
Mstep: Class 37 contains 6841 members 
Mstep: Class 38 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120371496.000000 Penalty: 128043.312500
Iteration 49Q: 39 clusters Score -1.203715e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 30754 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 57416 members 
Mstep: Class 5 contains 22792 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 15000 members 
Mstep: Class 9 contains 105945 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20401 members 
Mstep: Class 12 contains 265 members 
Mstep: Class 13 contains 8116 members 
Mstep: Class 14 contains 32120 members 
Mstep: Class 15 contains 57394 members 
Mstep: Class 16 contains 15426 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 52802 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 11418 members 
Mstep: Class 21 contains 7530 members 
Mstep: Class 22 contains 14362 members 
Mstep: Class 23 contains 8032 members 
Mstep: Class 24 contains 60489 members 
Mstep: Class 25 contains 27615 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1248 members 
Mstep: Class 31 contains 64978 members 
Mstep: Class 32 contains 68766 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 21163 members 
Mstep: Class 35 contains 3216 members 
Mstep: Class 36 contains 31840 members 
Mstep: Class 37 contains 6846 members 
Mstep: Class 38 contains 6542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120372064.000000 Penalty: 128043.312500
Iteration 50Q: 39 clusters Score -1.203721e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 30746 members 
Mstep: Class 3 contains 21187 members 
Mstep: Class 4 contains 57348 members 
Mstep: Class 5 contains 22661 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 14881 members 
Mstep: Class 9 contains 105877 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20287 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 14 contains 32128 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 16 contains 15519 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 52750 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 11491 members 
Mstep: Class 21 contains 7622 members 
Mstep: Class 22 contains 14309 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 60554 members 
Mstep: Class 25 contains 27648 members 
Mstep: Class 26 contains 6980 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 64942 members 
Mstep: Class 32 contains 68762 members 
Mstep: Class 33 contains 590 members 
Mstep: Class 34 contains 21130 members 
Mstep: Class 35 contains 3211 members 
Mstep: Class 36 contains 31717 members 
Mstep: Class 37 contains 6847 members 
Mstep: Class 38 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120372792.000000 Penalty: 128043.312500
Iteration 51Q: 39 clusters Score -1.203728e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 30779 members 
Mstep: Class 3 contains 21294 members 
Mstep: Class 4 contains 57289 members 
Mstep: Class 5 contains 22514 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 14782 members 
Mstep: Class 9 contains 105798 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20184 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8234 members 
Mstep: Class 14 contains 32143 members 
Mstep: Class 15 contains 57274 members 
Mstep: Class 16 contains 15596 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 52703 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 11524 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 14266 members 
Mstep: Class 23 contains 8454 members 
Mstep: Class 24 contains 60598 members 
Mstep: Class 25 contains 27667 members 
Mstep: Class 26 contains 7083 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 64889 members 
Mstep: Class 32 contains 68821 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 21097 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 31617 members 
Mstep: Class 37 contains 6846 members 
Mstep: Class 38 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120373464.000000 Penalty: 128043.312500
Iteration 52Q: 39 clusters Score -1.203735e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 30810 members 
Mstep: Class 3 contains 21397 members 
Mstep: Class 4 contains 57245 members 
Mstep: Class 5 contains 22428 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 14690 members 
Mstep: Class 9 contains 105701 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20098 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 32146 members 
Mstep: Class 15 contains 57239 members 
Mstep: Class 16 contains 15655 members 
Mstep: Class 17 contains 291 members 
Mstep: Class 18 contains 52660 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11566 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 14241 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 60629 members 
Mstep: Class 25 contains 27691 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 64834 members 
Mstep: Class 32 contains 68842 members 
Mstep: Class 33 contains 607 members 
Mstep: Class 34 contains 21053 members 
Mstep: Class 35 contains 3198 members 
Mstep: Class 36 contains 31523 members 
Mstep: Class 37 contains 6854 members 
Mstep: Class 38 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120373864.000000 Penalty: 128043.312500
Iteration 53Q: 39 clusters Score -1.203739e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 30848 members 
Mstep: Class 3 contains 21499 members 
Mstep: Class 4 contains 57205 members 
Mstep: Class 5 contains 22352 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 105629 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20032 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 8360 members 
Mstep: Class 14 contains 32141 members 
Mstep: Class 15 contains 57198 members 
Mstep: Class 16 contains 15719 members 
Mstep: Class 17 contains 289 members 
Mstep: Class 18 contains 52620 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11591 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 14202 members 
Mstep: Class 23 contains 8704 members 
Mstep: Class 24 contains 60657 members 
Mstep: Class 25 contains 27711 members 
Mstep: Class 26 contains 7239 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1309 members 
Mstep: Class 31 contains 64809 members 
Mstep: Class 32 contains 68864 members 
Mstep: Class 33 contains 608 members 
Mstep: Class 34 contains 21021 members 
Mstep: Class 35 contains 3194 members 
Mstep: Class 36 contains 31455 members 
Mstep: Class 37 contains 6873 members 
Mstep: Class 38 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120373744.000000 Penalty: 128043.312500
Iteration 54Q: 39 clusters Score -1.203737e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 30875 members 
Mstep: Class 3 contains 21583 members 
Mstep: Class 4 contains 57172 members 
Mstep: Class 5 contains 22306 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 105524 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19938 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 8407 members 
Mstep: Class 14 contains 32147 members 
Mstep: Class 15 contains 57152 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 52578 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 11603 members 
Mstep: Class 21 contains 7951 members 
Mstep: Class 22 contains 14164 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 60699 members 
Mstep: Class 25 contains 27730 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 64812 members 
Mstep: Class 32 contains 68873 members 
Mstep: Class 33 contains 610 members 
Mstep: Class 34 contains 20989 members 
Mstep: Class 35 contains 3183 members 
Mstep: Class 36 contains 31400 members 
Mstep: Class 37 contains 6904 members 
Mstep: Class 38 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120373904.000000 Penalty: 128043.312500
Iteration 55Q: 39 clusters Score -1.203739e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 30900 members 
Mstep: Class 3 contains 21662 members 
Mstep: Class 4 contains 57139 members 
Mstep: Class 5 contains 22265 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 14492 members 
Mstep: Class 9 contains 105406 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19848 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 8463 members 
Mstep: Class 14 contains 32145 members 
Mstep: Class 15 contains 57111 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 52555 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 11618 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 14132 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 60759 members 
Mstep: Class 25 contains 27739 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1341 members 
Mstep: Class 31 contains 64805 members 
Mstep: Class 32 contains 68882 members 
Mstep: Class 33 contains 610 members 
Mstep: Class 34 contains 20966 members 
Mstep: Class 35 contains 3173 members 
Mstep: Class 36 contains 31355 members 
Mstep: Class 37 contains 6914 members 
Mstep: Class 38 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374264.000000 Penalty: 128043.312500
Iteration 56Q: 39 clusters Score -1.203743e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 30952 members 
Mstep: Class 3 contains 21710 members 
Mstep: Class 4 contains 57114 members 
Mstep: Class 5 contains 22234 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 105289 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19735 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 8486 members 
Mstep: Class 14 contains 32159 members 
Mstep: Class 15 contains 57072 members 
Mstep: Class 16 contains 15861 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 52514 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 14097 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 60827 members 
Mstep: Class 25 contains 27756 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 1353 members 
Mstep: Class 31 contains 64792 members 
Mstep: Class 32 contains 68888 members 
Mstep: Class 33 contains 620 members 
Mstep: Class 34 contains 20949 members 
Mstep: Class 35 contains 3167 members 
Mstep: Class 36 contains 31316 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 6516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120373872.000000 Penalty: 128043.312500
Iteration 57Q: 39 clusters Score -1.203739e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 31003 members 
Mstep: Class 3 contains 21750 members 
Mstep: Class 4 contains 57079 members 
Mstep: Class 5 contains 22223 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 14547 members 
Mstep: Class 9 contains 105173 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19624 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 8541 members 
Mstep: Class 14 contains 32173 members 
Mstep: Class 15 contains 57034 members 
Mstep: Class 16 contains 15903 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 52467 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 11633 members 
Mstep: Class 21 contains 8147 members 
Mstep: Class 22 contains 14071 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 60878 members 
Mstep: Class 25 contains 27767 members 
Mstep: Class 26 contains 7376 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 1361 members 
Mstep: Class 31 contains 64774 members 
Mstep: Class 32 contains 68907 members 
Mstep: Class 33 contains 635 members 
Mstep: Class 34 contains 20934 members 
Mstep: Class 35 contains 3162 members 
Mstep: Class 36 contains 31279 members 
Mstep: Class 37 contains 6941 members 
Mstep: Class 38 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374240.000000 Penalty: 128043.312500
Iteration 58Q: 39 clusters Score -1.203742e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 31019 members 
Mstep: Class 3 contains 21788 members 
Mstep: Class 4 contains 57031 members 
Mstep: Class 5 contains 22211 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 14596 members 
Mstep: Class 9 contains 105064 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 8580 members 
Mstep: Class 14 contains 32185 members 
Mstep: Class 15 contains 56989 members 
Mstep: Class 16 contains 15982 members 
Mstep: Class 17 contains 289 members 
Mstep: Class 18 contains 52436 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 14034 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 60927 members 
Mstep: Class 25 contains 27777 members 
Mstep: Class 26 contains 7386 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 64752 members 
Mstep: Class 32 contains 68933 members 
Mstep: Class 33 contains 648 members 
Mstep: Class 34 contains 20925 members 
Mstep: Class 35 contains 3162 members 
Mstep: Class 36 contains 31265 members 
Mstep: Class 37 contains 6952 members 
Mstep: Class 38 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374672.000000 Penalty: 128043.312500
Iteration 59Q: 39 clusters Score -1.203747e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 31016 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 56983 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 14670 members 
Mstep: Class 9 contains 104955 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19430 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 8633 members 
Mstep: Class 14 contains 32203 members 
Mstep: Class 15 contains 56940 members 
Mstep: Class 16 contains 16057 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 52426 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11616 members 
Mstep: Class 21 contains 8296 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 9133 members 
Mstep: Class 24 contains 60971 members 
Mstep: Class 25 contains 27780 members 
Mstep: Class 26 contains 7400 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 1375 members 
Mstep: Class 31 contains 64715 members 
Mstep: Class 32 contains 68954 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 20925 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 31259 members 
Mstep: Class 37 contains 6950 members 
Mstep: Class 38 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120374720.000000 Penalty: 128043.312500
Iteration 60F: 39 clusters Score -1.203747e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 30942 members 
Mstep: Class 3 contains 21820 members 
Mstep: Class 4 contains 56934 members 
Mstep: Class 5 contains 22136 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 14735 members 
Mstep: Class 9 contains 104874 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19327 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 8705 members 
Mstep: Class 14 contains 32220 members 
Mstep: Class 15 contains 56894 members 
Mstep: Class 16 contains 16110 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 52414 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 13995 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 61032 members 
Mstep: Class 25 contains 27793 members 
Mstep: Class 26 contains 7439 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1378 members 
Mstep: Class 31 contains 64671 members 
Mstep: Class 32 contains 68966 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 3155 members 
Mstep: Class 36 contains 31248 members 
Mstep: Class 37 contains 6963 members 
Mstep: Class 38 contains 6512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120375320.000000 Penalty: 128043.312500
Iteration 61Q: 39 clusters Score -1.203753e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 30865 members 
Mstep: Class 3 contains 21836 members 
Mstep: Class 4 contains 56867 members 
Mstep: Class 5 contains 22078 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 14827 members 
Mstep: Class 9 contains 104782 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19197 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 32240 members 
Mstep: Class 15 contains 56843 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 52403 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11692 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 13964 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 61094 members 
Mstep: Class 25 contains 27813 members 
Mstep: Class 26 contains 7481 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 64653 members 
Mstep: Class 32 contains 68978 members 
Mstep: Class 33 contains 662 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 3150 members 
Mstep: Class 36 contains 31247 members 
Mstep: Class 37 contains 6966 members 
Mstep: Class 38 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120375752.000000 Penalty: 128043.312500
Iteration 62Q: 39 clusters Score -1.203758e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 30791 members 
Mstep: Class 3 contains 21848 members 
Mstep: Class 4 contains 56820 members 
Mstep: Class 5 contains 22049 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 8 contains 14928 members 
Mstep: Class 9 contains 104697 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 285 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 14 contains 32261 members 
Mstep: Class 15 contains 56780 members 
Mstep: Class 16 contains 16190 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 52378 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11723 members 
Mstep: Class 21 contains 8454 members 
Mstep: Class 22 contains 13947 members 
Mstep: Class 23 contains 9439 members 
Mstep: Class 24 contains 61148 members 
Mstep: Class 25 contains 27835 members 
Mstep: Class 26 contains 7507 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 64614 members 
Mstep: Class 32 contains 68989 members 
Mstep: Class 33 contains 671 members 
Mstep: Class 34 contains 20916 members 
Mstep: Class 35 contains 3136 members 
Mstep: Class 36 contains 31251 members 
Mstep: Class 37 contains 6959 members 
Mstep: Class 38 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120376040.000000 Penalty: 128043.312500
Iteration 63Q: 39 clusters Score -1.20376e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 30713 members 
Mstep: Class 3 contains 21851 members 
Mstep: Class 4 contains 56766 members 
Mstep: Class 5 contains 22041 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 15044 members 
Mstep: Class 9 contains 104632 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18996 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 8964 members 
Mstep: Class 14 contains 32284 members 
Mstep: Class 15 contains 56714 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 52355 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11744 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 13922 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 61193 members 
Mstep: Class 25 contains 27852 members 
Mstep: Class 26 contains 7536 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1615 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1397 members 
Mstep: Class 31 contains 64589 members 
Mstep: Class 32 contains 69010 members 
Mstep: Class 33 contains 672 members 
Mstep: Class 34 contains 20917 members 
Mstep: Class 35 contains 3129 members 
Mstep: Class 36 contains 31251 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 6530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120376616.000000 Penalty: 128043.312500
Iteration 64Q: 39 clusters Score -1.203766e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 30606 members 
Mstep: Class 3 contains 21855 members 
Mstep: Class 4 contains 56706 members 
Mstep: Class 5 contains 22034 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 15161 members 
Mstep: Class 9 contains 104538 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18889 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 9049 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 56651 members 
Mstep: Class 16 contains 16303 members 
Mstep: Class 17 contains 281 members 
Mstep: Class 18 contains 52333 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 8566 members 
Mstep: Class 22 contains 13871 members 
Mstep: Class 23 contains 9598 members 
Mstep: Class 24 contains 61243 members 
Mstep: Class 25 contains 27869 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1405 members 
Mstep: Class 31 contains 64600 members 
Mstep: Class 32 contains 69037 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 20920 members 
Mstep: Class 35 contains 3116 members 
Mstep: Class 36 contains 31254 members 
Mstep: Class 37 contains 6904 members 
Mstep: Class 38 contains 6543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120377032.000000 Penalty: 128043.312500
Iteration 65Q: 39 clusters Score -1.20377e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 30524 members 
Mstep: Class 3 contains 21858 members 
Mstep: Class 4 contains 56667 members 
Mstep: Class 5 contains 22031 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 15283 members 
Mstep: Class 9 contains 104457 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18770 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 9118 members 
Mstep: Class 14 contains 32358 members 
Mstep: Class 15 contains 56593 members 
Mstep: Class 16 contains 16342 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 52318 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 8614 members 
Mstep: Class 22 contains 13830 members 
Mstep: Class 23 contains 9643 members 
Mstep: Class 24 contains 61300 members 
Mstep: Class 25 contains 27871 members 
Mstep: Class 26 contains 7561 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1618 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 64618 members 
Mstep: Class 32 contains 69070 members 
Mstep: Class 33 contains 674 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 31263 members 
Mstep: Class 37 contains 6884 members 
Mstep: Class 38 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120377312.000000 Penalty: 128043.312500
Iteration 66Q: 39 clusters Score -1.203773e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 30395 members 
Mstep: Class 3 contains 21855 members 
Mstep: Class 4 contains 56618 members 
Mstep: Class 5 contains 22032 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15399 members 
Mstep: Class 9 contains 104381 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18699 members 
Mstep: Class 12 contains 286 members 
Mstep: Class 13 contains 9202 members 
Mstep: Class 14 contains 32382 members 
Mstep: Class 15 contains 56533 members 
Mstep: Class 16 contains 16382 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 52309 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 13804 members 
Mstep: Class 23 contains 9684 members 
Mstep: Class 24 contains 61345 members 
Mstep: Class 25 contains 27882 members 
Mstep: Class 26 contains 7581 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 64642 members 
Mstep: Class 32 contains 69095 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 20925 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 31266 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 6574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120377512.000000 Penalty: 128043.312500
Iteration 67Q: 39 clusters Score -1.203775e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 30257 members 
Mstep: Class 3 contains 21846 members 
Mstep: Class 4 contains 56578 members 
Mstep: Class 5 contains 22034 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15514 members 
Mstep: Class 9 contains 104297 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18627 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9297 members 
Mstep: Class 14 contains 32397 members 
Mstep: Class 15 contains 56477 members 
Mstep: Class 16 contains 16427 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 52297 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 13785 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 61391 members 
Mstep: Class 25 contains 27891 members 
Mstep: Class 26 contains 7596 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 64648 members 
Mstep: Class 32 contains 69117 members 
Mstep: Class 33 contains 677 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 3103 members 
Mstep: Class 36 contains 31296 members 
Mstep: Class 37 contains 6857 members 
Mstep: Class 38 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120377760.000000 Penalty: 128043.312500
Iteration 68Q: 39 clusters Score -1.203778e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 30149 members 
Mstep: Class 3 contains 21841 members 
Mstep: Class 4 contains 56523 members 
Mstep: Class 5 contains 22031 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 104226 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18581 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 32407 members 
Mstep: Class 15 contains 56421 members 
Mstep: Class 16 contains 16448 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 52278 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11742 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 13745 members 
Mstep: Class 23 contains 9749 members 
Mstep: Class 24 contains 61423 members 
Mstep: Class 25 contains 27912 members 
Mstep: Class 26 contains 7603 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 64660 members 
Mstep: Class 32 contains 69131 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3102 members 
Mstep: Class 36 contains 31321 members 
Mstep: Class 37 contains 6852 members 
Mstep: Class 38 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378336.000000 Penalty: 128043.312500
Iteration 69Q: 39 clusters Score -1.203783e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 30052 members 
Mstep: Class 3 contains 21835 members 
Mstep: Class 4 contains 56485 members 
Mstep: Class 5 contains 22028 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15711 members 
Mstep: Class 9 contains 104168 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18547 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 14 contains 32417 members 
Mstep: Class 15 contains 56364 members 
Mstep: Class 16 contains 16475 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 52264 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11745 members 
Mstep: Class 21 contains 8823 members 
Mstep: Class 22 contains 13696 members 
Mstep: Class 23 contains 9774 members 
Mstep: Class 24 contains 61455 members 
Mstep: Class 25 contains 27920 members 
Mstep: Class 26 contains 7605 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 64695 members 
Mstep: Class 32 contains 69145 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 3099 members 
Mstep: Class 36 contains 31359 members 
Mstep: Class 37 contains 6836 members 
Mstep: Class 38 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378520.000000 Penalty: 128043.312500
Iteration 70Q: 39 clusters Score -1.203785e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 29961 members 
Mstep: Class 3 contains 21824 members 
Mstep: Class 4 contains 56449 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15792 members 
Mstep: Class 9 contains 104121 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9480 members 
Mstep: Class 14 contains 32429 members 
Mstep: Class 15 contains 56307 members 
Mstep: Class 16 contains 16523 members 
Mstep: Class 17 contains 278 members 
Mstep: Class 18 contains 52254 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11740 members 
Mstep: Class 21 contains 8878 members 
Mstep: Class 22 contains 13636 members 
Mstep: Class 23 contains 9790 members 
Mstep: Class 24 contains 61471 members 
Mstep: Class 25 contains 27934 members 
Mstep: Class 26 contains 7610 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 64724 members 
Mstep: Class 32 contains 69148 members 
Mstep: Class 33 contains 681 members 
Mstep: Class 34 contains 20918 members 
Mstep: Class 35 contains 3096 members 
Mstep: Class 36 contains 31404 members 
Mstep: Class 37 contains 6835 members 
Mstep: Class 38 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378496.000000 Penalty: 128043.312500
Iteration 71Q: 39 clusters Score -1.203785e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 29924 members 
Mstep: Class 3 contains 21811 members 
Mstep: Class 4 contains 56427 members 
Mstep: Class 5 contains 22039 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15859 members 
Mstep: Class 9 contains 104081 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18496 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9502 members 
Mstep: Class 14 contains 32442 members 
Mstep: Class 15 contains 56248 members 
Mstep: Class 16 contains 16552 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52240 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11736 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 13575 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 61493 members 
Mstep: Class 25 contains 27946 members 
Mstep: Class 26 contains 7605 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64742 members 
Mstep: Class 32 contains 69154 members 
Mstep: Class 33 contains 685 members 
Mstep: Class 34 contains 20915 members 
Mstep: Class 35 contains 3095 members 
Mstep: Class 36 contains 31445 members 
Mstep: Class 37 contains 6839 members 
Mstep: Class 38 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378608.000000 Penalty: 128043.312500
Iteration 72Q: 39 clusters Score -1.203786e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 29876 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 56390 members 
Mstep: Class 5 contains 22045 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 104045 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9525 members 
Mstep: Class 14 contains 32453 members 
Mstep: Class 15 contains 56185 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52231 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11720 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 13515 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 61506 members 
Mstep: Class 25 contains 27966 members 
Mstep: Class 26 contains 7604 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64758 members 
Mstep: Class 32 contains 69178 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20918 members 
Mstep: Class 35 contains 3097 members 
Mstep: Class 36 contains 31490 members 
Mstep: Class 37 contains 6830 members 
Mstep: Class 38 contains 6625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120378776.000000 Penalty: 128043.312500
Iteration 73Q: 39 clusters Score -1.203788e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 56361 members 
Mstep: Class 5 contains 22053 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 15987 members 
Mstep: Class 9 contains 104008 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9538 members 
Mstep: Class 14 contains 32469 members 
Mstep: Class 15 contains 56121 members 
Mstep: Class 16 contains 16640 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52220 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11717 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 13478 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 27978 members 
Mstep: Class 26 contains 7612 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64766 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20917 members 
Mstep: Class 35 contains 3098 members 
Mstep: Class 36 contains 31542 members 
Mstep: Class 37 contains 6830 members 
Mstep: Class 38 contains 6630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379024.000000 Penalty: 128043.312500
Iteration 74Q: 39 clusters Score -1.20379e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 29801 members 
Mstep: Class 3 contains 21795 members 
Mstep: Class 4 contains 56334 members 
Mstep: Class 5 contains 22055 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 103993 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18375 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9556 members 
Mstep: Class 14 contains 32477 members 
Mstep: Class 15 contains 56065 members 
Mstep: Class 16 contains 16673 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52208 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11708 members 
Mstep: Class 21 contains 9019 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 9819 members 
Mstep: Class 24 contains 61533 members 
Mstep: Class 25 contains 27992 members 
Mstep: Class 26 contains 7613 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64767 members 
Mstep: Class 32 contains 69217 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 3099 members 
Mstep: Class 36 contains 31592 members 
Mstep: Class 37 contains 6827 members 
Mstep: Class 38 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379192.000000 Penalty: 128043.312500
Iteration 75Q: 39 clusters Score -1.203792e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 29789 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 56299 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16072 members 
Mstep: Class 9 contains 103969 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18351 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9577 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 15 contains 56032 members 
Mstep: Class 16 contains 16706 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52197 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11703 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 13414 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 61536 members 
Mstep: Class 25 contains 28006 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64766 members 
Mstep: Class 32 contains 69209 members 
Mstep: Class 33 contains 682 members 
Mstep: Class 34 contains 20919 members 
Mstep: Class 35 contains 3099 members 
Mstep: Class 36 contains 31637 members 
Mstep: Class 37 contains 6823 members 
Mstep: Class 38 contains 6641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379168.000000 Penalty: 128043.312500
Iteration 76Q: 39 clusters Score -1.203792e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 29783 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 56275 members 
Mstep: Class 5 contains 22063 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 103942 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9604 members 
Mstep: Class 14 contains 32500 members 
Mstep: Class 15 contains 55981 members 
Mstep: Class 16 contains 16728 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52180 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 21 contains 9070 members 
Mstep: Class 22 contains 13394 members 
Mstep: Class 23 contains 9825 members 
Mstep: Class 24 contains 61537 members 
Mstep: Class 25 contains 28021 members 
Mstep: Class 26 contains 7605 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64767 members 
Mstep: Class 32 contains 69199 members 
Mstep: Class 33 contains 684 members 
Mstep: Class 34 contains 20925 members 
Mstep: Class 35 contains 3099 members 
Mstep: Class 36 contains 31700 members 
Mstep: Class 37 contains 6814 members 
Mstep: Class 38 contains 6643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379152.000000 Penalty: 128043.312500
Iteration 77Q: 39 clusters Score -1.203792e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 29804 members 
Mstep: Class 3 contains 21791 members 
Mstep: Class 4 contains 56254 members 
Mstep: Class 5 contains 22054 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16154 members 
Mstep: Class 9 contains 103930 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18261 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 32513 members 
Mstep: Class 15 contains 55905 members 
Mstep: Class 16 contains 16739 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52153 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11699 members 
Mstep: Class 21 contains 9088 members 
Mstep: Class 22 contains 13370 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 61544 members 
Mstep: Class 25 contains 28032 members 
Mstep: Class 26 contains 7604 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64769 members 
Mstep: Class 32 contains 69194 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3098 members 
Mstep: Class 36 contains 31791 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120379160.000000 Penalty: 128043.312500
Iteration 78Q: 39 clusters Score -1.203792e+08 nChanged 890
Entering ConstructFrom: 
Score: -120379160.000000 Penalty: 128043.312500
Entering ConstructFrom: 
Trying to split cluster 1 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -1100518.000000 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -1100518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1094522.750000 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -1094523 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1096281.625000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -1096282 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1096635.500000 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -1096636 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1096965.500000 Penalty: 4409.506836
	Iteration 3F: 3 clusters Score -1096966 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1097282.000000 Penalty: 4409.506836
	Iteration 4F: 3 clusters Score -1097282 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1097589.125000 Penalty: 4409.506836
	Iteration 5F: 3 clusters Score -1097589 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1097913.625000 Penalty: 4409.506836
	Iteration 6F: 3 clusters Score -1097914 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1098208.125000 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -1098208 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1098454.750000 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -1098455 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1098664.500000 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -1098664 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1098851.125000 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -1098851 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1098981.500000 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -1098982 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1099078.875000 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -1099079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1099145.125000 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -1099145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1099188.125000 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -1099188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1099220.375000 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -1099220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1099234.625000 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -1099235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1099242.625000 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -1099243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1099252.625000 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -1099253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1099258.875000 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -1099259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1099266.625000 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -1099267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1099271.625000 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -1099272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1099276.375000 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -1099276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1099282.500000 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -1099282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1099287.875000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -1099288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1099294.000000 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -1099294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1099302.125000 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -1099302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1099311.375000 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -1099311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1099316.500000 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -1099316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1099315.750000 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -1099316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1099322.125000 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -1099322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1099323.125000 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -1099323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1099323.125000 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -1099323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1099324.625000 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -1099325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1099323.375000 Penalty: 4409.506836
	Iteration 34Q: 3 clusters Score -1099323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1099325.375000 Penalty: 4409.506836
	Iteration 35Q: 3 clusters Score -1099325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1099327.250000 Penalty: 4409.506836
	Iteration 36Q: 3 clusters Score -1099327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1099327.125000 Penalty: 4409.506836
	Iteration 37Q: 3 clusters Score -1099327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1099329.375000 Penalty: 4409.506836
	Iteration 38Q: 3 clusters Score -1099329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1099329.375000 Penalty: 4409.506836
	Iteration 39F: 3 clusters Score -1099329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Entering Unmasked Estep 
Score: -4360155.500000 Penalty: 2555.202637
	Iteration 0F: 2 clusters Score -4360156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4339953.000000 Penalty: 5110.405273
	Iteration 0F: 3 clusters Score -4339953 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4348225.000000 Penalty: 5110.405273
	Iteration 1F: 3 clusters Score -4348225 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -4349987.500000 Penalty: 5110.405273
	Iteration 2F: 3 clusters Score -4349988 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4352153.000000 Penalty: 5110.405273
	Iteration 3F: 3 clusters Score -4352153 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4354160.500000 Penalty: 5110.405273
	Iteration 4F: 3 clusters Score -4354160 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4355810.000000 Penalty: 5110.405273
	Iteration 5F: 3 clusters Score -4355810 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4356851.000000 Penalty: 5110.405273
	Iteration 6F: 3 clusters Score -4356851 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4357521.000000 Penalty: 5110.405273
	Iteration 7Q: 3 clusters Score -4357521 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -4357954.000000 Penalty: 5110.405273
	Iteration 8Q: 3 clusters Score -4357954 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4358273.000000 Penalty: 5110.405273
	Iteration 9Q: 3 clusters Score -4358273 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4358502.500000 Penalty: 5110.405273
	Iteration 10Q: 3 clusters Score -4358502 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4358665.500000 Penalty: 5110.405273
	Iteration 11Q: 3 clusters Score -4358666 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4358807.000000 Penalty: 5110.405273
	Iteration 12Q: 3 clusters Score -4358807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4358946.500000 Penalty: 5110.405273
	Iteration 13Q: 3 clusters Score -4358946 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4359041.000000 Penalty: 5110.405273
	Iteration 14Q: 3 clusters Score -4359041 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4359106.500000 Penalty: 5110.405273
	Iteration 15Q: 3 clusters Score -4359106 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4359198.000000 Penalty: 5110.405273
	Iteration 16Q: 3 clusters Score -4359198 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4359288.500000 Penalty: 5110.405273
	Iteration 17Q: 3 clusters Score -4359288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4359371.000000 Penalty: 5110.405273
	Iteration 18Q: 3 clusters Score -4359371 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4359438.500000 Penalty: 5110.405273
	Iteration 19Q: 3 clusters Score -4359438 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4359557.500000 Penalty: 5110.405273
	Iteration 20F: 3 clusters Score -4359558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4359625.000000 Penalty: 5110.405273
	Iteration 21Q: 3 clusters Score -4359625 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4359695.000000 Penalty: 5110.405273
	Iteration 22Q: 3 clusters Score -4359695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4359736.500000 Penalty: 5110.405273
	Iteration 23Q: 3 clusters Score -4359736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4359783.500000 Penalty: 5110.405273
	Iteration 24Q: 3 clusters Score -4359784 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4359832.000000 Penalty: 5110.405273
	Iteration 25Q: 3 clusters Score -4359832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4359851.000000 Penalty: 5110.405273
	Iteration 26Q: 3 clusters Score -4359851 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4359866.000000 Penalty: 5110.405273
	Iteration 27Q: 3 clusters Score -4359866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4359896.000000 Penalty: 5110.405273
	Iteration 28Q: 3 clusters Score -4359896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4359913.500000 Penalty: 5110.405273
	Iteration 29Q: 3 clusters Score -4359914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4359924.500000 Penalty: 5110.405273
	Iteration 30Q: 3 clusters Score -4359924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4359931.000000 Penalty: 5110.405273
	Iteration 31Q: 3 clusters Score -4359931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4359940.500000 Penalty: 5110.405273
	Iteration 32Q: 3 clusters Score -4359940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4359971.000000 Penalty: 5110.405273
	Iteration 33Q: 3 clusters Score -4359971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4359976.500000 Penalty: 5110.405273
	Iteration 34Q: 3 clusters Score -4359976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4360003.000000 Penalty: 5110.405273
	Iteration 35Q: 3 clusters Score -4360003 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -4360002.500000 Penalty: 5110.405273
	Iteration 36Q: 3 clusters Score -4360002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4360019.000000 Penalty: 5110.405273
	Iteration 37Q: 3 clusters Score -4360019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4360039.500000 Penalty: 5110.405273
	Iteration 38Q: 3 clusters Score -4360040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4360038.500000 Penalty: 5110.405273
	Iteration 39Q: 3 clusters Score -4360038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4360052.500000 Penalty: 5110.405273
	Iteration 40F: 3 clusters Score -4360052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4360066.500000 Penalty: 5110.405273
	Iteration 41Q: 3 clusters Score -4360066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4360087.000000 Penalty: 5110.405273
	Iteration 42Q: 3 clusters Score -4360087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4360095.000000 Penalty: 5110.405273
	Iteration 43Q: 3 clusters Score -4360095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -4360109.000000 Penalty: 5110.405273
	Iteration 44Q: 3 clusters Score -4360109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4360108.000000 Penalty: 5110.405273
	Iteration 45Q: 3 clusters Score -4360108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4360104.500000 Penalty: 5110.405273
	Iteration 46Q: 3 clusters Score -4360104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4360092.500000 Penalty: 5110.405273
	Iteration 47Q: 3 clusters Score -4360092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4360120.000000 Penalty: 5110.405273
	Iteration 48Q: 3 clusters Score -4360120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -4360129.500000 Penalty: 5110.405273
	Iteration 49Q: 3 clusters Score -4360130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4360140.000000 Penalty: 5110.405273
	Iteration 50Q: 3 clusters Score -4360140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4360146.000000 Penalty: 5110.405273
	Iteration 51Q: 3 clusters Score -4360146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4360142.500000 Penalty: 5110.405273
	Iteration 52Q: 3 clusters Score -4360142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4360149.000000 Penalty: 5110.405273
	Iteration 53Q: 3 clusters Score -4360149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4360161.000000 Penalty: 5110.405273
	Iteration 54Q: 3 clusters Score -4360161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4360159.500000 Penalty: 5110.405273
	Iteration 55Q: 3 clusters Score -4360160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4360170.000000 Penalty: 5110.405273
	Iteration 56Q: 3 clusters Score -4360170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4360168.500000 Penalty: 5110.405273
	Iteration 57Q: 3 clusters Score -4360168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4360172.500000 Penalty: 5110.405273
	Iteration 58Q: 3 clusters Score -4360172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4360175.500000 Penalty: 5110.405273
	Iteration 59Q: 3 clusters Score -4360176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4360178.000000 Penalty: 5110.405273
	Iteration 60F: 3 clusters Score -4360178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4360178.000000 Penalty: 5110.405273
	Iteration 61Q: 3 clusters Score -4360178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4360184.500000 Penalty: 5110.405273
	Iteration 62Q: 3 clusters Score -4360184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4360186.000000 Penalty: 5110.405273
	Iteration 63Q: 3 clusters Score -4360186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4360194.500000 Penalty: 5110.405273
	Iteration 64Q: 3 clusters Score -4360194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4360196.500000 Penalty: 5110.405273
	Iteration 65Q: 3 clusters Score -4360196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4360197.000000 Penalty: 5110.405273
	Iteration 66Q: 3 clusters Score -4360197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4360193.500000 Penalty: 5110.405273
	Iteration 67Q: 3 clusters Score -4360194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -4360184.500000 Penalty: 5110.405273
	Iteration 68Q: 3 clusters Score -4360184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4360194.500000 Penalty: 5110.405273
	Iteration 69Q: 3 clusters Score -4360194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4360199.000000 Penalty: 5110.405273
	Iteration 70Q: 3 clusters Score -4360199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4360201.500000 Penalty: 5110.405273
	Iteration 71Q: 3 clusters Score -4360202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4360195.500000 Penalty: 5110.405273
	Iteration 72Q: 3 clusters Score -4360196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4360198.000000 Penalty: 5110.405273
	Iteration 73Q: 3 clusters Score -4360198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4360196.500000 Penalty: 5110.405273
	Iteration 74Q: 3 clusters Score -4360196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4360195.500000 Penalty: 5110.405273
	Iteration 75Q: 3 clusters Score -4360196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4360201.000000 Penalty: 5110.405273
	Iteration 76Q: 3 clusters Score -4360201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4360201.500000 Penalty: 5110.405273
	Iteration 77Q: 3 clusters Score -4360202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -4360197.500000 Penalty: 5110.405273
	Iteration 78Q: 3 clusters Score -4360198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4360193.000000 Penalty: 5110.405273
	Iteration 79Q: 3 clusters Score -4360193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4360193.000000 Penalty: 5110.405273
	Iteration 80F: 3 clusters Score -4360193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4360197.000000 Penalty: 5110.405273
	Iteration 81Q: 3 clusters Score -4360197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4360197.000000 Penalty: 5110.405273
	Iteration 82F: 3 clusters Score -4360197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 23731 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 9627 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 6098 members 
Entering Unmasked Estep 
Score: -120378440.000000 Penalty: 131412.875000
Splitting cluster 2 changes total score from -120379160.000000 to -120378440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Entering Unmasked Estep 
Score: -3385881.500000 Penalty: 2477.243408
	Iteration 0F: 2 clusters Score -3385882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3370691.750000 Penalty: 4954.486816
	Iteration 0F: 3 clusters Score -3370692 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3375946.000000 Penalty: 4954.486816
	Iteration 1F: 3 clusters Score -3375946 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3376527.500000 Penalty: 4954.486816
	Iteration 2F: 3 clusters Score -3376528 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3377112.000000 Penalty: 4954.486816
	Iteration 3F: 3 clusters Score -3377112 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3377768.250000 Penalty: 4954.486816
	Iteration 4F: 3 clusters Score -3377768 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3378534.500000 Penalty: 4954.486816
	Iteration 5F: 3 clusters Score -3378534 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3379323.250000 Penalty: 4954.486816
	Iteration 6F: 3 clusters Score -3379323 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3380060.500000 Penalty: 4954.486816
	Iteration 7F: 3 clusters Score -3380060 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3380709.500000 Penalty: 4954.486816
	Iteration 8F: 3 clusters Score -3380710 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3381273.500000 Penalty: 4954.486816
	Iteration 9Q: 3 clusters Score -3381274 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3381760.750000 Penalty: 4954.486816
	Iteration 10Q: 3 clusters Score -3381761 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3382299.500000 Penalty: 4954.486816
	Iteration 11Q: 3 clusters Score -3382300 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3382873.750000 Penalty: 4954.486816
	Iteration 12Q: 3 clusters Score -3382874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3383556.250000 Penalty: 4954.486816
	Iteration 13Q: 3 clusters Score -3383556 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3384144.000000 Penalty: 4954.486816
	Iteration 14Q: 3 clusters Score -3384144 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3384522.750000 Penalty: 4954.486816
	Iteration 15Q: 3 clusters Score -3384523 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3384720.000000 Penalty: 4954.486816
	Iteration 16Q: 3 clusters Score -3384720 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3384841.750000 Penalty: 4954.486816
	Iteration 17Q: 3 clusters Score -3384842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3384912.250000 Penalty: 4954.486816
	Iteration 18Q: 3 clusters Score -3384912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3384934.000000 Penalty: 4954.486816
	Iteration 19Q: 3 clusters Score -3384934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3384953.250000 Penalty: 4954.486816
	Iteration 20F: 3 clusters Score -3384953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3384976.750000 Penalty: 4954.486816
	Iteration 21Q: 3 clusters Score -3384977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3384983.750000 Penalty: 4954.486816
	Iteration 22Q: 3 clusters Score -3384984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3385001.000000 Penalty: 4954.486816
	Iteration 23Q: 3 clusters Score -3385001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3385019.000000 Penalty: 4954.486816
	Iteration 24Q: 3 clusters Score -3385019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3385030.000000 Penalty: 4954.486816
	Iteration 25Q: 3 clusters Score -3385030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3385038.500000 Penalty: 4954.486816
	Iteration 26Q: 3 clusters Score -3385038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3385049.750000 Penalty: 4954.486816
	Iteration 27Q: 3 clusters Score -3385050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3385050.250000 Penalty: 4954.486816
	Iteration 28Q: 3 clusters Score -3385050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3385051.000000 Penalty: 4954.486816
	Iteration 29Q: 3 clusters Score -3385051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3385055.000000 Penalty: 4954.486816
	Iteration 30Q: 3 clusters Score -3385055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3385060.500000 Penalty: 4954.486816
	Iteration 31Q: 3 clusters Score -3385060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3385068.500000 Penalty: 4954.486816
	Iteration 32Q: 3 clusters Score -3385068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3385073.500000 Penalty: 4954.486816
	Iteration 33Q: 3 clusters Score -3385074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3385074.250000 Penalty: 4954.486816
	Iteration 34Q: 3 clusters Score -3385074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3385073.500000 Penalty: 4954.486816
	Iteration 35Q: 3 clusters Score -3385074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3385069.750000 Penalty: 4954.486816
	Iteration 36Q: 3 clusters Score -3385070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3385070.500000 Penalty: 4954.486816
	Iteration 37Q: 3 clusters Score -3385070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3385070.500000 Penalty: 4954.486816
	Iteration 38F: 3 clusters Score -3385070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Entering Unmasked Estep 
Score: -8746481.000000 Penalty: 2712.462402
	Iteration 0F: 2 clusters Score -8746481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -8708634.000000 Penalty: 5424.924805
	Iteration 0F: 3 clusters Score -8708634 nChanged 26139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -8723913.000000 Penalty: 5424.924805
	Iteration 1F: 3 clusters Score -8723913 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -8725304.000000 Penalty: 5424.924805
	Iteration 2F: 3 clusters Score -8725304 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -8727069.000000 Penalty: 5424.924805
	Iteration 3F: 3 clusters Score -8727069 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8728901.000000 Penalty: 5424.924805
	Iteration 4F: 3 clusters Score -8728901 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -8730525.000000 Penalty: 5424.924805
	Iteration 5F: 3 clusters Score -8730525 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -8731675.000000 Penalty: 5424.924805
	Iteration 6F: 3 clusters Score -8731675 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -8732490.000000 Penalty: 5424.924805
	Iteration 7Q: 3 clusters Score -8732490 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -8733035.000000 Penalty: 5424.924805
	Iteration 8Q: 3 clusters Score -8733035 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -8733318.000000 Penalty: 5424.924805
	Iteration 9Q: 3 clusters Score -8733318 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8733512.000000 Penalty: 5424.924805
	Iteration 10Q: 3 clusters Score -8733512 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8733575.000000 Penalty: 5424.924805
	Iteration 11Q: 3 clusters Score -8733575 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -8733637.000000 Penalty: 5424.924805
	Iteration 12Q: 3 clusters Score -8733637 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8733689.000000 Penalty: 5424.924805
	Iteration 13Q: 3 clusters Score -8733689 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -8733752.000000 Penalty: 5424.924805
	Iteration 14Q: 3 clusters Score -8733752 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -8733762.000000 Penalty: 5424.924805
	Iteration 15Q: 3 clusters Score -8733762 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -8733787.000000 Penalty: 5424.924805
	Iteration 16Q: 3 clusters Score -8733787 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8733795.000000 Penalty: 5424.924805
	Iteration 17Q: 3 clusters Score -8733795 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -8733836.000000 Penalty: 5424.924805
	Iteration 18Q: 3 clusters Score -8733836 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -8733855.000000 Penalty: 5424.924805
	Iteration 19Q: 3 clusters Score -8733855 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -8733862.000000 Penalty: 5424.924805
	Iteration 20F: 3 clusters Score -8733862 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -8733903.000000 Penalty: 5424.924805
	Iteration 21Q: 3 clusters Score -8733903 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -8733946.000000 Penalty: 5424.924805
	Iteration 22Q: 3 clusters Score -8733946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8734018.000000 Penalty: 5424.924805
	Iteration 23Q: 3 clusters Score -8734018 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -8734100.000000 Penalty: 5424.924805
	Iteration 24Q: 3 clusters Score -8734100 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -8734162.000000 Penalty: 5424.924805
	Iteration 25Q: 3 clusters Score -8734162 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -8734260.000000 Penalty: 5424.924805
	Iteration 26Q: 3 clusters Score -8734260 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -8734420.000000 Penalty: 5424.924805
	Iteration 27Q: 3 clusters Score -8734420 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -8734616.000000 Penalty: 5424.924805
	Iteration 28Q: 3 clusters Score -8734616 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -8734821.000000 Penalty: 5424.924805
	Iteration 29Q: 3 clusters Score -8734821 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -8735123.000000 Penalty: 5424.924805
	Iteration 30Q: 3 clusters Score -8735123 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8735557.000000 Penalty: 5424.924805
	Iteration 31Q: 3 clusters Score -8735557 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8736072.000000 Penalty: 5424.924805
	Iteration 32Q: 3 clusters Score -8736072 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8736711.000000 Penalty: 5424.924805
	Iteration 33Q: 3 clusters Score -8736711 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8737548.000000 Penalty: 5424.924805
	Iteration 34Q: 3 clusters Score -8737548 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -8738508.000000 Penalty: 5424.924805
	Iteration 35Q: 3 clusters Score -8738508 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8739445.000000 Penalty: 5424.924805
	Iteration 36Q: 3 clusters Score -8739445 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -8740347.000000 Penalty: 5424.924805
	Iteration 37Q: 3 clusters Score -8740347 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8741132.000000 Penalty: 5424.924805
	Iteration 38Q: 3 clusters Score -8741132 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -8741916.000000 Penalty: 5424.924805
	Iteration 39Q: 3 clusters Score -8741916 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8742590.000000 Penalty: 5424.924805
	Iteration 40F: 3 clusters Score -8742590 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8743078.000000 Penalty: 5424.924805
	Iteration 41Q: 3 clusters Score -8743078 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -8743524.000000 Penalty: 5424.924805
	Iteration 42Q: 3 clusters Score -8743524 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8743835.000000 Penalty: 5424.924805
	Iteration 43Q: 3 clusters Score -8743835 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8744097.000000 Penalty: 5424.924805
	Iteration 44Q: 3 clusters Score -8744097 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -8744230.000000 Penalty: 5424.924805
	Iteration 45Q: 3 clusters Score -8744230 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8744334.000000 Penalty: 5424.924805
	Iteration 46Q: 3 clusters Score -8744334 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8744400.000000 Penalty: 5424.924805
	Iteration 47Q: 3 clusters Score -8744400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8744447.000000 Penalty: 5424.924805
	Iteration 48Q: 3 clusters Score -8744447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8744509.000000 Penalty: 5424.924805
	Iteration 49Q: 3 clusters Score -8744509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8744547.000000 Penalty: 5424.924805
	Iteration 50Q: 3 clusters Score -8744547 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8744555.000000 Penalty: 5424.924805
	Iteration 51Q: 3 clusters Score -8744555 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8744581.000000 Penalty: 5424.924805
	Iteration 52Q: 3 clusters Score -8744581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8744610.000000 Penalty: 5424.924805
	Iteration 53Q: 3 clusters Score -8744610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8744623.000000 Penalty: 5424.924805
	Iteration 54Q: 3 clusters Score -8744623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8744635.000000 Penalty: 5424.924805
	Iteration 55Q: 3 clusters Score -8744635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8744643.000000 Penalty: 5424.924805
	Iteration 56Q: 3 clusters Score -8744643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8744680.000000 Penalty: 5424.924805
	Iteration 57Q: 3 clusters Score -8744680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8744680.000000 Penalty: 5424.924805
	Iteration 58Q: 3 clusters Score -8744680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8744707.000000 Penalty: 5424.924805
	Iteration 59Q: 3 clusters Score -8744707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8744720.000000 Penalty: 5424.924805
	Iteration 60F: 3 clusters Score -8744720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8744721.000000 Penalty: 5424.924805
	Iteration 61Q: 3 clusters Score -8744721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8744776.000000 Penalty: 5424.924805
	Iteration 62Q: 3 clusters Score -8744776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8744786.000000 Penalty: 5424.924805
	Iteration 63Q: 3 clusters Score -8744786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8744801.000000 Penalty: 5424.924805
	Iteration 64Q: 3 clusters Score -8744801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8744824.000000 Penalty: 5424.924805
	Iteration 65Q: 3 clusters Score -8744824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8744838.000000 Penalty: 5424.924805
	Iteration 66Q: 3 clusters Score -8744838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8744856.000000 Penalty: 5424.924805
	Iteration 67Q: 3 clusters Score -8744856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8744866.000000 Penalty: 5424.924805
	Iteration 68Q: 3 clusters Score -8744866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8744880.000000 Penalty: 5424.924805
	Iteration 69Q: 3 clusters Score -8744880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8744872.000000 Penalty: 5424.924805
	Iteration 70Q: 3 clusters Score -8744872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8744888.000000 Penalty: 5424.924805
	Iteration 71Q: 3 clusters Score -8744888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8744889.000000 Penalty: 5424.924805
	Iteration 72Q: 3 clusters Score -8744889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8744877.000000 Penalty: 5424.924805
	Iteration 73Q: 3 clusters Score -8744877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8744889.000000 Penalty: 5424.924805
	Iteration 74Q: 3 clusters Score -8744889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8744894.000000 Penalty: 5424.924805
	Iteration 75Q: 3 clusters Score -8744894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8744900.000000 Penalty: 5424.924805
	Iteration 76Q: 3 clusters Score -8744900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8744896.000000 Penalty: 5424.924805
	Iteration 77Q: 3 clusters Score -8744896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8744908.000000 Penalty: 5424.924805
	Iteration 78Q: 3 clusters Score -8744908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8744916.000000 Penalty: 5424.924805
	Iteration 79Q: 3 clusters Score -8744916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8744906.000000 Penalty: 5424.924805
	Iteration 80F: 3 clusters Score -8744906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8744898.000000 Penalty: 5424.924805
	Iteration 81Q: 3 clusters Score -8744898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8744912.000000 Penalty: 5424.924805
	Iteration 82Q: 3 clusters Score -8744912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8744906.000000 Penalty: 5424.924805
	Iteration 83Q: 3 clusters Score -8744906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8744905.000000 Penalty: 5424.924805
	Iteration 84Q: 3 clusters Score -8744905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8744903.000000 Penalty: 5424.924805
	Iteration 85Q: 3 clusters Score -8744903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8744915.000000 Penalty: 5424.924805
	Iteration 86Q: 3 clusters Score -8744915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8744914.000000 Penalty: 5424.924805
	Iteration 87Q: 3 clusters Score -8744914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8744920.000000 Penalty: 5424.924805
	Iteration 88Q: 3 clusters Score -8744920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8744923.000000 Penalty: 5424.924805
	Iteration 89Q: 3 clusters Score -8744923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8744926.000000 Penalty: 5424.924805
	Iteration 90Q: 3 clusters Score -8744926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8744925.000000 Penalty: 5424.924805
	Iteration 91Q: 3 clusters Score -8744925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8744925.000000 Penalty: 5424.924805
	Iteration 92Q: 3 clusters Score -8744925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8744928.000000 Penalty: 5424.924805
	Iteration 93Q: 3 clusters Score -8744928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8744926.000000 Penalty: 5424.924805
	Iteration 94Q: 3 clusters Score -8744926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8744930.000000 Penalty: 5424.924805
	Iteration 95Q: 3 clusters Score -8744930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8744930.000000 Penalty: 5424.924805
	Iteration 96F: 3 clusters Score -8744930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Entering Unmasked Estep 
Score: -3292962.750000 Penalty: 2480.332275
	Iteration 0F: 2 clusters Score -3292963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3277658.000000 Penalty: 4960.664551
	Iteration 0F: 3 clusters Score -3277658 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3283417.500000 Penalty: 4960.664551
	Iteration 1F: 3 clusters Score -3283418 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3284364.250000 Penalty: 4960.664551
	Iteration 2F: 3 clusters Score -3284364 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3285487.000000 Penalty: 4960.664551
	Iteration 3F: 3 clusters Score -3285487 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3286770.500000 Penalty: 4960.664551
	Iteration 4F: 3 clusters Score -3286770 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3288151.000000 Penalty: 4960.664551
	Iteration 5F: 3 clusters Score -3288151 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3289336.500000 Penalty: 4960.664551
	Iteration 6F: 3 clusters Score -3289336 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3290064.250000 Penalty: 4960.664551
	Iteration 7F: 3 clusters Score -3290064 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3290539.500000 Penalty: 4960.664551
	Iteration 8Q: 3 clusters Score -3290540 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3290903.500000 Penalty: 4960.664551
	Iteration 9Q: 3 clusters Score -3290904 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3291158.250000 Penalty: 4960.664551
	Iteration 10Q: 3 clusters Score -3291158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3291319.750000 Penalty: 4960.664551
	Iteration 11Q: 3 clusters Score -3291320 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3291436.000000 Penalty: 4960.664551
	Iteration 12Q: 3 clusters Score -3291436 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3291536.000000 Penalty: 4960.664551
	Iteration 13Q: 3 clusters Score -3291536 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3291649.250000 Penalty: 4960.664551
	Iteration 14Q: 3 clusters Score -3291649 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3291734.750000 Penalty: 4960.664551
	Iteration 15Q: 3 clusters Score -3291735 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3291813.500000 Penalty: 4960.664551
	Iteration 16Q: 3 clusters Score -3291814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3291887.500000 Penalty: 4960.664551
	Iteration 17Q: 3 clusters Score -3291888 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3291964.000000 Penalty: 4960.664551
	Iteration 18Q: 3 clusters Score -3291964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3292008.250000 Penalty: 4960.664551
	Iteration 19Q: 3 clusters Score -3292008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3292046.500000 Penalty: 4960.664551
	Iteration 20F: 3 clusters Score -3292046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3292096.250000 Penalty: 4960.664551
	Iteration 21Q: 3 clusters Score -3292096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3292123.000000 Penalty: 4960.664551
	Iteration 22Q: 3 clusters Score -3292123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3292157.500000 Penalty: 4960.664551
	Iteration 23Q: 3 clusters Score -3292158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3292175.500000 Penalty: 4960.664551
	Iteration 24Q: 3 clusters Score -3292176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3292186.250000 Penalty: 4960.664551
	Iteration 25Q: 3 clusters Score -3292186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3292198.750000 Penalty: 4960.664551
	Iteration 26Q: 3 clusters Score -3292199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3292207.250000 Penalty: 4960.664551
	Iteration 27Q: 3 clusters Score -3292207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3292221.000000 Penalty: 4960.664551
	Iteration 28Q: 3 clusters Score -3292221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3292238.500000 Penalty: 4960.664551
	Iteration 29Q: 3 clusters Score -3292238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3292253.250000 Penalty: 4960.664551
	Iteration 30Q: 3 clusters Score -3292253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3292259.000000 Penalty: 4960.664551
	Iteration 31Q: 3 clusters Score -3292259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3292266.500000 Penalty: 4960.664551
	Iteration 32Q: 3 clusters Score -3292266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3292271.250000 Penalty: 4960.664551
	Iteration 33Q: 3 clusters Score -3292271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3292275.250000 Penalty: 4960.664551
	Iteration 34Q: 3 clusters Score -3292275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3292278.750000 Penalty: 4960.664551
	Iteration 35Q: 3 clusters Score -3292279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3292289.000000 Penalty: 4960.664551
	Iteration 36Q: 3 clusters Score -3292289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3292289.750000 Penalty: 4960.664551
	Iteration 37Q: 3 clusters Score -3292290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3292297.000000 Penalty: 4960.664551
	Iteration 38Q: 3 clusters Score -3292297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3292302.500000 Penalty: 4960.664551
	Iteration 39Q: 3 clusters Score -3292302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3292308.500000 Penalty: 4960.664551
	Iteration 40F: 3 clusters Score -3292308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3292314.000000 Penalty: 4960.664551
	Iteration 41Q: 3 clusters Score -3292314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3292316.500000 Penalty: 4960.664551
	Iteration 42Q: 3 clusters Score -3292316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3292316.750000 Penalty: 4960.664551
	Iteration 43Q: 3 clusters Score -3292317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3292316.250000 Penalty: 4960.664551
	Iteration 44Q: 3 clusters Score -3292316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3292328.000000 Penalty: 4960.664551
	Iteration 45Q: 3 clusters Score -3292328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3292335.000000 Penalty: 4960.664551
	Iteration 46Q: 3 clusters Score -3292335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3292329.000000 Penalty: 4960.664551
	Iteration 47Q: 3 clusters Score -3292329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3292333.000000 Penalty: 4960.664551
	Iteration 48Q: 3 clusters Score -3292333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3292338.500000 Penalty: 4960.664551
	Iteration 49Q: 3 clusters Score -3292338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3292345.250000 Penalty: 4960.664551
	Iteration 50Q: 3 clusters Score -3292345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3292352.000000 Penalty: 4960.664551
	Iteration 51Q: 3 clusters Score -3292352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3292351.000000 Penalty: 4960.664551
	Iteration 52Q: 3 clusters Score -3292351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3292353.750000 Penalty: 4960.664551
	Iteration 53Q: 3 clusters Score -3292354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3292352.250000 Penalty: 4960.664551
	Iteration 54Q: 3 clusters Score -3292352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3292368.000000 Penalty: 4960.664551
	Iteration 55Q: 3 clusters Score -3292368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3292375.750000 Penalty: 4960.664551
	Iteration 56Q: 3 clusters Score -3292376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3292384.250000 Penalty: 4960.664551
	Iteration 57Q: 3 clusters Score -3292384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3292382.750000 Penalty: 4960.664551
	Iteration 58Q: 3 clusters Score -3292383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3292394.750000 Penalty: 4960.664551
	Iteration 59Q: 3 clusters Score -3292395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3292393.500000 Penalty: 4960.664551
	Iteration 60F: 3 clusters Score -3292394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3292387.500000 Penalty: 4960.664551
	Iteration 61Q: 3 clusters Score -3292388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3292395.250000 Penalty: 4960.664551
	Iteration 62Q: 3 clusters Score -3292395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3292397.000000 Penalty: 4960.664551
	Iteration 63Q: 3 clusters Score -3292397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3292391.250000 Penalty: 4960.664551
	Iteration 64Q: 3 clusters Score -3292391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3292392.500000 Penalty: 4960.664551
	Iteration 65Q: 3 clusters Score -3292392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3292396.250000 Penalty: 4960.664551
	Iteration 66Q: 3 clusters Score -3292396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3292392.750000 Penalty: 4960.664551
	Iteration 67Q: 3 clusters Score -3292393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3292399.750000 Penalty: 4960.664551
	Iteration 68Q: 3 clusters Score -3292400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3292402.000000 Penalty: 4960.664551
	Iteration 69Q: 3 clusters Score -3292402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3292401.000000 Penalty: 4960.664551
	Iteration 70Q: 3 clusters Score -3292401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3292396.250000 Penalty: 4960.664551
	Iteration 71Q: 3 clusters Score -3292396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3292408.000000 Penalty: 4960.664551
	Iteration 72Q: 3 clusters Score -3292408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3292405.500000 Penalty: 4960.664551
	Iteration 73Q: 3 clusters Score -3292406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3292400.750000 Penalty: 4960.664551
	Iteration 74Q: 3 clusters Score -3292401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3292402.250000 Penalty: 4960.664551
	Iteration 75Q: 3 clusters Score -3292402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3292411.750000 Penalty: 4960.664551
	Iteration 76Q: 3 clusters Score -3292412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3292412.750000 Penalty: 4960.664551
	Iteration 77Q: 3 clusters Score -3292413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3292411.500000 Penalty: 4960.664551
	Iteration 78Q: 3 clusters Score -3292412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3292418.000000 Penalty: 4960.664551
	Iteration 79Q: 3 clusters Score -3292418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3292417.250000 Penalty: 4960.664551
	Iteration 80F: 3 clusters Score -3292417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3292419.250000 Penalty: 4960.664551
	Iteration 81Q: 3 clusters Score -3292419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3292420.750000 Penalty: 4960.664551
	Iteration 82Q: 3 clusters Score -3292421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3292415.500000 Penalty: 4960.664551
	Iteration 83Q: 3 clusters Score -3292416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3292416.500000 Penalty: 4960.664551
	Iteration 84Q: 3 clusters Score -3292416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3292413.250000 Penalty: 4960.664551
	Iteration 85Q: 3 clusters Score -3292413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3292413.250000 Penalty: 4960.664551
	Iteration 86F: 3 clusters Score -3292413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28672.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28672.36 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 108 members 
Entering Unmasked Estep 
Score: -27585.681641 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27585.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27644.603516 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27696.472656 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27696.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27720.548828 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27720.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27726.105469 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -27726.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27729.748047 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -27729.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27729.748047 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -27729.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -63191.511719 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -63191.51 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 225 members 
Entering Unmasked Estep 
Score: -61698.593750 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -61698.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61854.449219 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -61854.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61899.164062 Penalty: 3046.450439
	Iteration 2Q: 3 clusters Score -61899.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61918.882812 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -61918.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61933.816406 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -61933.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61945.042969 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -61945.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61948.839844 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -61948.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61948.839844 Penalty: 3046.450439
	Iteration 7F: 3 clusters Score -61948.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Entering Unmasked Estep 
Score: -2419815.000000 Penalty: 2403.790771
	Iteration 0F: 2 clusters Score -2419815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2408195.750000 Penalty: 4807.581543
	Iteration 0F: 3 clusters Score -2408196 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2412322.500000 Penalty: 4807.581543
	Iteration 1F: 3 clusters Score -2412322 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2413090.500000 Penalty: 4807.581543
	Iteration 2F: 3 clusters Score -2413090 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2413882.000000 Penalty: 4807.581543
	Iteration 3F: 3 clusters Score -2413882 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2414678.500000 Penalty: 4807.581543
	Iteration 4F: 3 clusters Score -2414678 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2415346.750000 Penalty: 4807.581543
	Iteration 5F: 3 clusters Score -2415347 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2415938.750000 Penalty: 4807.581543
	Iteration 6F: 3 clusters Score -2415939 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2416388.750000 Penalty: 4807.581543
	Iteration 7Q: 3 clusters Score -2416389 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2416705.500000 Penalty: 4807.581543
	Iteration 8Q: 3 clusters Score -2416706 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2416935.000000 Penalty: 4807.581543
	Iteration 9Q: 3 clusters Score -2416935 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2417146.500000 Penalty: 4807.581543
	Iteration 10Q: 3 clusters Score -2417146 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2417334.750000 Penalty: 4807.581543
	Iteration 11Q: 3 clusters Score -2417335 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2417494.500000 Penalty: 4807.581543
	Iteration 12Q: 3 clusters Score -2417494 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2417606.500000 Penalty: 4807.581543
	Iteration 13Q: 3 clusters Score -2417606 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2417693.500000 Penalty: 4807.581543
	Iteration 14Q: 3 clusters Score -2417694 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2417746.250000 Penalty: 4807.581543
	Iteration 15Q: 3 clusters Score -2417746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2417789.250000 Penalty: 4807.581543
	Iteration 16Q: 3 clusters Score -2417789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2417812.250000 Penalty: 4807.581543
	Iteration 17Q: 3 clusters Score -2417812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2417832.000000 Penalty: 4807.581543
	Iteration 18Q: 3 clusters Score -2417832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2417860.750000 Penalty: 4807.581543
	Iteration 19Q: 3 clusters Score -2417861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2417870.250000 Penalty: 4807.581543
	Iteration 20F: 3 clusters Score -2417870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2417884.750000 Penalty: 4807.581543
	Iteration 21Q: 3 clusters Score -2417885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2417891.250000 Penalty: 4807.581543
	Iteration 22Q: 3 clusters Score -2417891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2417894.500000 Penalty: 4807.581543
	Iteration 23Q: 3 clusters Score -2417894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2417909.750000 Penalty: 4807.581543
	Iteration 24Q: 3 clusters Score -2417910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2417917.000000 Penalty: 4807.581543
	Iteration 25Q: 3 clusters Score -2417917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2417937.750000 Penalty: 4807.581543
	Iteration 26Q: 3 clusters Score -2417938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2417964.750000 Penalty: 4807.581543
	Iteration 27Q: 3 clusters Score -2417965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2418002.250000 Penalty: 4807.581543
	Iteration 28Q: 3 clusters Score -2418002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2418034.250000 Penalty: 4807.581543
	Iteration 29Q: 3 clusters Score -2418034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2418059.500000 Penalty: 4807.581543
	Iteration 30Q: 3 clusters Score -2418060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2418090.000000 Penalty: 4807.581543
	Iteration 31Q: 3 clusters Score -2418090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2418108.750000 Penalty: 4807.581543
	Iteration 32Q: 3 clusters Score -2418109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2418133.250000 Penalty: 4807.581543
	Iteration 33Q: 3 clusters Score -2418133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2418176.250000 Penalty: 4807.581543
	Iteration 34Q: 3 clusters Score -2418176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2418210.000000 Penalty: 4807.581543
	Iteration 35Q: 3 clusters Score -2418210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2418252.250000 Penalty: 4807.581543
	Iteration 36Q: 3 clusters Score -2418252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2418306.750000 Penalty: 4807.581543
	Iteration 37Q: 3 clusters Score -2418307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2418380.500000 Penalty: 4807.581543
	Iteration 38Q: 3 clusters Score -2418380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2418468.750000 Penalty: 4807.581543
	Iteration 39Q: 3 clusters Score -2418469 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2418568.500000 Penalty: 4807.581543
	Iteration 40F: 3 clusters Score -2418568 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2418679.250000 Penalty: 4807.581543
	Iteration 41Q: 3 clusters Score -2418679 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2418796.500000 Penalty: 4807.581543
	Iteration 42Q: 3 clusters Score -2418796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2418903.750000 Penalty: 4807.581543
	Iteration 43Q: 3 clusters Score -2418904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2418964.250000 Penalty: 4807.581543
	Iteration 44Q: 3 clusters Score -2418964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2419006.250000 Penalty: 4807.581543
	Iteration 45Q: 3 clusters Score -2419006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2419037.250000 Penalty: 4807.581543
	Iteration 46Q: 3 clusters Score -2419037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2419054.250000 Penalty: 4807.581543
	Iteration 47Q: 3 clusters Score -2419054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2419061.500000 Penalty: 4807.581543
	Iteration 48Q: 3 clusters Score -2419062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2419080.500000 Penalty: 4807.581543
	Iteration 49Q: 3 clusters Score -2419080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2419093.000000 Penalty: 4807.581543
	Iteration 50Q: 3 clusters Score -2419093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2419104.500000 Penalty: 4807.581543
	Iteration 51Q: 3 clusters Score -2419104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2419111.500000 Penalty: 4807.581543
	Iteration 52Q: 3 clusters Score -2419112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2419119.000000 Penalty: 4807.581543
	Iteration 53Q: 3 clusters Score -2419119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2419122.250000 Penalty: 4807.581543
	Iteration 54Q: 3 clusters Score -2419122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2419128.750000 Penalty: 4807.581543
	Iteration 55Q: 3 clusters Score -2419129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2419129.500000 Penalty: 4807.581543
	Iteration 56Q: 3 clusters Score -2419130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2419127.500000 Penalty: 4807.581543
	Iteration 57Q: 3 clusters Score -2419128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2419132.000000 Penalty: 4807.581543
	Iteration 58Q: 3 clusters Score -2419132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2419135.250000 Penalty: 4807.581543
	Iteration 59Q: 3 clusters Score -2419135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2419126.750000 Penalty: 4807.581543
	Iteration 60F: 3 clusters Score -2419127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2419135.000000 Penalty: 4807.581543
	Iteration 61Q: 3 clusters Score -2419135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2419137.000000 Penalty: 4807.581543
	Iteration 62Q: 3 clusters Score -2419137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2419139.250000 Penalty: 4807.581543
	Iteration 63Q: 3 clusters Score -2419139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2419140.500000 Penalty: 4807.581543
	Iteration 64Q: 3 clusters Score -2419140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2419137.500000 Penalty: 4807.581543
	Iteration 65Q: 3 clusters Score -2419138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2419139.750000 Penalty: 4807.581543
	Iteration 66Q: 3 clusters Score -2419140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2419134.500000 Penalty: 4807.581543
	Iteration 67Q: 3 clusters Score -2419134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2419141.750000 Penalty: 4807.581543
	Iteration 68Q: 3 clusters Score -2419142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2419143.250000 Penalty: 4807.581543
	Iteration 69Q: 3 clusters Score -2419143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2419138.750000 Penalty: 4807.581543
	Iteration 70Q: 3 clusters Score -2419139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2419137.750000 Penalty: 4807.581543
	Iteration 71Q: 3 clusters Score -2419138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2419139.750000 Penalty: 4807.581543
	Iteration 72Q: 3 clusters Score -2419140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2419145.250000 Penalty: 4807.581543
	Iteration 73Q: 3 clusters Score -2419145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2419150.250000 Penalty: 4807.581543
	Iteration 74Q: 3 clusters Score -2419150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2419147.500000 Penalty: 4807.581543
	Iteration 75Q: 3 clusters Score -2419148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2419151.250000 Penalty: 4807.581543
	Iteration 76Q: 3 clusters Score -2419151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2419147.500000 Penalty: 4807.581543
	Iteration 77Q: 3 clusters Score -2419148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2419151.250000 Penalty: 4807.581543
	Iteration 78Q: 3 clusters Score -2419151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2419150.000000 Penalty: 4807.581543
	Iteration 79Q: 3 clusters Score -2419150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2419150.000000 Penalty: 4807.581543
	Iteration 80F: 3 clusters Score -2419150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2419153.000000 Penalty: 4807.581543
	Iteration 81Q: 3 clusters Score -2419153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2419155.500000 Penalty: 4807.581543
	Iteration 82Q: 3 clusters Score -2419156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2419153.500000 Penalty: 4807.581543
	Iteration 83Q: 3 clusters Score -2419154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2419154.500000 Penalty: 4807.581543
	Iteration 84Q: 3 clusters Score -2419154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2419156.250000 Penalty: 4807.581543
	Iteration 85Q: 3 clusters Score -2419156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2419159.000000 Penalty: 4807.581543
	Iteration 86Q: 3 clusters Score -2419159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2419150.500000 Penalty: 4807.581543
	Iteration 87Q: 3 clusters Score -2419150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2419150.250000 Penalty: 4807.581543
	Iteration 88Q: 3 clusters Score -2419150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2419149.250000 Penalty: 4807.581543
	Iteration 89Q: 3 clusters Score -2419149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2419149.250000 Penalty: 4807.581543
	Iteration 90F: 3 clusters Score -2419149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (103906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Entering Unmasked Estep 
Score: -16397078.000000 Penalty: 2864.708008
	Iteration 0F: 2 clusters Score -1.639708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -16332341.000000 Penalty: 5729.416016
	Iteration 0F: 3 clusters Score -1.633234e+07 nChanged 49335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -16361675.000000 Penalty: 5729.416016
	Iteration 1F: 3 clusters Score -1.636168e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -16364006.000000 Penalty: 5729.416016
	Iteration 2F: 3 clusters Score -1.636401e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -16367466.000000 Penalty: 5729.416016
	Iteration 3F: 3 clusters Score -1.636747e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -16371356.000000 Penalty: 5729.416016
	Iteration 4F: 3 clusters Score -1.637136e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -16374660.000000 Penalty: 5729.416016
	Iteration 5F: 3 clusters Score -1.637466e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -16377088.000000 Penalty: 5729.416016
	Iteration 6F: 3 clusters Score -1.637709e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -16378630.000000 Penalty: 5729.416016
	Iteration 7Q: 3 clusters Score -1.637863e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -16379822.000000 Penalty: 5729.416016
	Iteration 8Q: 3 clusters Score -1.637982e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -16381092.000000 Penalty: 5729.416016
	Iteration 9Q: 3 clusters Score -1.638109e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -16382469.000000 Penalty: 5729.416016
	Iteration 10Q: 3 clusters Score -1.638247e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -16384323.000000 Penalty: 5729.416016
	Iteration 11Q: 3 clusters Score -1.638432e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -16386441.000000 Penalty: 5729.416016
	Iteration 12Q: 3 clusters Score -1.638644e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -16388593.000000 Penalty: 5729.416016
	Iteration 13Q: 3 clusters Score -1.638859e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -16390618.000000 Penalty: 5729.416016
	Iteration 14Q: 3 clusters Score -1.639062e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -16392294.000000 Penalty: 5729.416016
	Iteration 15Q: 3 clusters Score -1.639229e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -16393266.000000 Penalty: 5729.416016
	Iteration 16Q: 3 clusters Score -1.639327e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -16393875.000000 Penalty: 5729.416016
	Iteration 17Q: 3 clusters Score -1.639388e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -16394207.000000 Penalty: 5729.416016
	Iteration 18Q: 3 clusters Score -1.639421e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -16394364.000000 Penalty: 5729.416016
	Iteration 19Q: 3 clusters Score -1.639436e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 103130 members 
Entering Unmasked Estep 
Score: -16394455.000000 Penalty: 5729.416016
	Iteration 20F: 3 clusters Score -1.639446e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -16394489.000000 Penalty: 5729.416016
	Iteration 21Q: 3 clusters Score -1.639449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -16394519.000000 Penalty: 5729.416016
	Iteration 22Q: 3 clusters Score -1.639452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -16394527.000000 Penalty: 5729.416016
	Iteration 23Q: 3 clusters Score -1.639453e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -16394535.000000 Penalty: 5729.416016
	Iteration 24Q: 3 clusters Score -1.639454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -16394559.000000 Penalty: 5729.416016
	Iteration 25Q: 3 clusters Score -1.639456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -16394566.000000 Penalty: 5729.416016
	Iteration 26Q: 3 clusters Score -1.639457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -16394567.000000 Penalty: 5729.416016
	Iteration 27Q: 3 clusters Score -1.639457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -16394572.000000 Penalty: 5729.416016
	Iteration 28Q: 3 clusters Score -1.639457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -16394576.000000 Penalty: 5729.416016
	Iteration 29Q: 3 clusters Score -1.639458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -16394584.000000 Penalty: 5729.416016
	Iteration 30Q: 3 clusters Score -1.639458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -16394589.000000 Penalty: 5729.416016
	Iteration 31Q: 3 clusters Score -1.639459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -16394578.000000 Penalty: 5729.416016
	Iteration 32Q: 3 clusters Score -1.639458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -16394579.000000 Penalty: 5729.416016
	Iteration 33Q: 3 clusters Score -1.639458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -16394582.000000 Penalty: 5729.416016
	Iteration 34Q: 3 clusters Score -1.639458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -16394599.000000 Penalty: 5729.416016
	Iteration 35Q: 3 clusters Score -1.63946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -16394594.000000 Penalty: 5729.416016
	Iteration 36Q: 3 clusters Score -1.639459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -16394591.000000 Penalty: 5729.416016
	Iteration 37Q: 3 clusters Score -1.639459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -16394588.000000 Penalty: 5729.416016
	Iteration 38Q: 3 clusters Score -1.639459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -16394599.000000 Penalty: 5729.416016
	Iteration 39Q: 3 clusters Score -1.63946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -16394605.000000 Penalty: 5729.416016
	Iteration 40F: 3 clusters Score -1.63946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -16394599.000000 Penalty: 5729.416016
	Iteration 41Q: 3 clusters Score -1.63946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -16394605.000000 Penalty: 5729.416016
	Iteration 42Q: 3 clusters Score -1.63946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -16394605.000000 Penalty: 5729.416016
	Iteration 43Q: 3 clusters Score -1.63946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -16394593.000000 Penalty: 5729.416016
	Iteration 44Q: 3 clusters Score -1.639459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -16394593.000000 Penalty: 5729.416016
	Iteration 45F: 3 clusters Score -1.639459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102716.320312 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102716.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102925.890625 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102925.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -102988.195312 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -102988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103014.781250 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103034.000000 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103045.468750 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103054.218750 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103059.937500 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103061.718750 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103061.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103061.718750 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -103061.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Entering Unmasked Estep 
Score: -2670117.000000 Penalty: 2433.029785
	Iteration 0F: 2 clusters Score -2670117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2657225.750000 Penalty: 4866.059570
	Iteration 0F: 3 clusters Score -2657226 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2661588.250000 Penalty: 4866.059570
	Iteration 1F: 3 clusters Score -2661588 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2662152.500000 Penalty: 4866.059570
	Iteration 2F: 3 clusters Score -2662152 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2662727.250000 Penalty: 4866.059570
	Iteration 3F: 3 clusters Score -2662727 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2663358.000000 Penalty: 4866.059570
	Iteration 4F: 3 clusters Score -2663358 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2664017.500000 Penalty: 4866.059570
	Iteration 5F: 3 clusters Score -2664018 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2664664.250000 Penalty: 4866.059570
	Iteration 6F: 3 clusters Score -2664664 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2665179.750000 Penalty: 4866.059570
	Iteration 7Q: 3 clusters Score -2665180 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2665625.500000 Penalty: 4866.059570
	Iteration 8Q: 3 clusters Score -2665626 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2666036.250000 Penalty: 4866.059570
	Iteration 9Q: 3 clusters Score -2666036 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2666409.000000 Penalty: 4866.059570
	Iteration 10Q: 3 clusters Score -2666409 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2666846.750000 Penalty: 4866.059570
	Iteration 11Q: 3 clusters Score -2666847 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2667289.000000 Penalty: 4866.059570
	Iteration 12Q: 3 clusters Score -2667289 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2667685.250000 Penalty: 4866.059570
	Iteration 13Q: 3 clusters Score -2667685 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2667946.750000 Penalty: 4866.059570
	Iteration 14Q: 3 clusters Score -2667947 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2668118.500000 Penalty: 4866.059570
	Iteration 15Q: 3 clusters Score -2668118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2668245.750000 Penalty: 4866.059570
	Iteration 16Q: 3 clusters Score -2668246 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2668345.250000 Penalty: 4866.059570
	Iteration 17Q: 3 clusters Score -2668345 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2668405.500000 Penalty: 4866.059570
	Iteration 18Q: 3 clusters Score -2668406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2668446.250000 Penalty: 4866.059570
	Iteration 19Q: 3 clusters Score -2668446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2668475.250000 Penalty: 4866.059570
	Iteration 20F: 3 clusters Score -2668475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2668492.500000 Penalty: 4866.059570
	Iteration 21Q: 3 clusters Score -2668492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2668521.000000 Penalty: 4866.059570
	Iteration 22Q: 3 clusters Score -2668521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2668531.000000 Penalty: 4866.059570
	Iteration 23Q: 3 clusters Score -2668531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2668537.750000 Penalty: 4866.059570
	Iteration 24Q: 3 clusters Score -2668538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2668537.750000 Penalty: 4866.059570
	Iteration 25Q: 3 clusters Score -2668538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2668551.000000 Penalty: 4866.059570
	Iteration 26Q: 3 clusters Score -2668551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2668552.750000 Penalty: 4866.059570
	Iteration 27Q: 3 clusters Score -2668553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2668561.500000 Penalty: 4866.059570
	Iteration 28Q: 3 clusters Score -2668562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2668564.500000 Penalty: 4866.059570
	Iteration 29Q: 3 clusters Score -2668564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2668569.000000 Penalty: 4866.059570
	Iteration 30Q: 3 clusters Score -2668569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2668572.750000 Penalty: 4866.059570
	Iteration 31Q: 3 clusters Score -2668573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2668561.250000 Penalty: 4866.059570
	Iteration 32Q: 3 clusters Score -2668561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2668563.750000 Penalty: 4866.059570
	Iteration 33Q: 3 clusters Score -2668564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2668565.750000 Penalty: 4866.059570
	Iteration 34Q: 3 clusters Score -2668566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2668575.750000 Penalty: 4866.059570
	Iteration 35Q: 3 clusters Score -2668576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2668574.500000 Penalty: 4866.059570
	Iteration 36Q: 3 clusters Score -2668574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2668574.250000 Penalty: 4866.059570
	Iteration 37Q: 3 clusters Score -2668574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2668572.250000 Penalty: 4866.059570
	Iteration 38Q: 3 clusters Score -2668572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2668578.000000 Penalty: 4866.059570
	Iteration 39Q: 3 clusters Score -2668578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2668582.750000 Penalty: 4866.059570
	Iteration 40F: 3 clusters Score -2668583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2668582.500000 Penalty: 4866.059570
	Iteration 41Q: 3 clusters Score -2668582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2668581.750000 Penalty: 4866.059570
	Iteration 42Q: 3 clusters Score -2668582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2668580.750000 Penalty: 4866.059570
	Iteration 43Q: 3 clusters Score -2668581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2668585.250000 Penalty: 4866.059570
	Iteration 44Q: 3 clusters Score -2668585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2668585.750000 Penalty: 4866.059570
	Iteration 45Q: 3 clusters Score -2668586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2668587.000000 Penalty: 4866.059570
	Iteration 46Q: 3 clusters Score -2668587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2668579.500000 Penalty: 4866.059570
	Iteration 47Q: 3 clusters Score -2668580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2668578.000000 Penalty: 4866.059570
	Iteration 48Q: 3 clusters Score -2668578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2668577.500000 Penalty: 4866.059570
	Iteration 49Q: 3 clusters Score -2668578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2668587.000000 Penalty: 4866.059570
	Iteration 50Q: 3 clusters Score -2668587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2668596.250000 Penalty: 4866.059570
	Iteration 51Q: 3 clusters Score -2668596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2668591.000000 Penalty: 4866.059570
	Iteration 52Q: 3 clusters Score -2668591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2668591.250000 Penalty: 4866.059570
	Iteration 53Q: 3 clusters Score -2668591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2668588.000000 Penalty: 4866.059570
	Iteration 54Q: 3 clusters Score -2668588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2668591.000000 Penalty: 4866.059570
	Iteration 55Q: 3 clusters Score -2668591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2668591.000000 Penalty: 4866.059570
	Iteration 56Q: 3 clusters Score -2668591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2668596.250000 Penalty: 4866.059570
	Iteration 57Q: 3 clusters Score -2668596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2668597.000000 Penalty: 4866.059570
	Iteration 58Q: 3 clusters Score -2668597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2668601.250000 Penalty: 4866.059570
	Iteration 59Q: 3 clusters Score -2668601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2668598.000000 Penalty: 4866.059570
	Iteration 60F: 3 clusters Score -2668598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2668597.750000 Penalty: 4866.059570
	Iteration 61Q: 3 clusters Score -2668598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2668592.000000 Penalty: 4866.059570
	Iteration 62Q: 3 clusters Score -2668592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2668601.750000 Penalty: 4866.059570
	Iteration 63Q: 3 clusters Score -2668602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2668613.500000 Penalty: 4866.059570
	Iteration 64Q: 3 clusters Score -2668614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2668613.500000 Penalty: 4866.059570
	Iteration 65Q: 3 clusters Score -2668614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2668618.250000 Penalty: 4866.059570
	Iteration 66Q: 3 clusters Score -2668618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2668627.250000 Penalty: 4866.059570
	Iteration 67Q: 3 clusters Score -2668627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2668634.000000 Penalty: 4866.059570
	Iteration 68Q: 3 clusters Score -2668634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2668644.750000 Penalty: 4866.059570
	Iteration 69Q: 3 clusters Score -2668645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2668652.750000 Penalty: 4866.059570
	Iteration 70Q: 3 clusters Score -2668653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2668675.000000 Penalty: 4866.059570
	Iteration 71Q: 3 clusters Score -2668675 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2668699.750000 Penalty: 4866.059570
	Iteration 72Q: 3 clusters Score -2668700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2668744.500000 Penalty: 4866.059570
	Iteration 73Q: 3 clusters Score -2668744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2668787.750000 Penalty: 4866.059570
	Iteration 74Q: 3 clusters Score -2668788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2668821.000000 Penalty: 4866.059570
	Iteration 75Q: 3 clusters Score -2668821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2668862.250000 Penalty: 4866.059570
	Iteration 76Q: 3 clusters Score -2668862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2668884.750000 Penalty: 4866.059570
	Iteration 77Q: 3 clusters Score -2668885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2668913.750000 Penalty: 4866.059570
	Iteration 78Q: 3 clusters Score -2668914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2668943.000000 Penalty: 4866.059570
	Iteration 79Q: 3 clusters Score -2668943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2668975.250000 Penalty: 4866.059570
	Iteration 80F: 3 clusters Score -2668975 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2669013.750000 Penalty: 4866.059570
	Iteration 81Q: 3 clusters Score -2669014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2669038.750000 Penalty: 4866.059570
	Iteration 82Q: 3 clusters Score -2669039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2669071.250000 Penalty: 4866.059570
	Iteration 83Q: 3 clusters Score -2669071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2669082.500000 Penalty: 4866.059570
	Iteration 84Q: 3 clusters Score -2669082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2669097.750000 Penalty: 4866.059570
	Iteration 85Q: 3 clusters Score -2669098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2669118.750000 Penalty: 4866.059570
	Iteration 86Q: 3 clusters Score -2669119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2669122.250000 Penalty: 4866.059570
	Iteration 87Q: 3 clusters Score -2669122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2669137.750000 Penalty: 4866.059570
	Iteration 88Q: 3 clusters Score -2669138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2669146.000000 Penalty: 4866.059570
	Iteration 89Q: 3 clusters Score -2669146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2669147.750000 Penalty: 4866.059570
	Iteration 90Q: 3 clusters Score -2669148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2669155.000000 Penalty: 4866.059570
	Iteration 91Q: 3 clusters Score -2669155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2669162.500000 Penalty: 4866.059570
	Iteration 92Q: 3 clusters Score -2669162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2669174.000000 Penalty: 4866.059570
	Iteration 93Q: 3 clusters Score -2669174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2669181.750000 Penalty: 4866.059570
	Iteration 94Q: 3 clusters Score -2669182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2669185.000000 Penalty: 4866.059570
	Iteration 95Q: 3 clusters Score -2669185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2669185.750000 Penalty: 4866.059570
	Iteration 96Q: 3 clusters Score -2669186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2669191.000000 Penalty: 4866.059570
	Iteration 97Q: 3 clusters Score -2669191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2669194.500000 Penalty: 4866.059570
	Iteration 98Q: 3 clusters Score -2669194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2669198.000000 Penalty: 4866.059570
	Iteration 99Q: 3 clusters Score -2669198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2669201.500000 Penalty: 4866.059570
	Iteration 100F: 3 clusters Score -2669202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2669215.250000 Penalty: 4866.059570
	Iteration 101Q: 3 clusters Score -2669215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2669224.750000 Penalty: 4866.059570
	Iteration 102Q: 3 clusters Score -2669225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2669220.000000 Penalty: 4866.059570
	Iteration 103Q: 3 clusters Score -2669220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2669228.500000 Penalty: 4866.059570
	Iteration 104Q: 3 clusters Score -2669228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2669226.000000 Penalty: 4866.059570
	Iteration 105Q: 3 clusters Score -2669226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2669229.750000 Penalty: 4866.059570
	Iteration 106Q: 3 clusters Score -2669230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2669231.000000 Penalty: 4866.059570
	Iteration 107Q: 3 clusters Score -2669231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2669233.000000 Penalty: 4866.059570
	Iteration 108Q: 3 clusters Score -2669233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2669238.500000 Penalty: 4866.059570
	Iteration 109Q: 3 clusters Score -2669238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2669239.250000 Penalty: 4866.059570
	Iteration 110Q: 3 clusters Score -2669239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2669243.750000 Penalty: 4866.059570
	Iteration 111Q: 3 clusters Score -2669244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2669240.750000 Penalty: 4866.059570
	Iteration 112Q: 3 clusters Score -2669241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2669240.500000 Penalty: 4866.059570
	Iteration 113Q: 3 clusters Score -2669240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2669240.500000 Penalty: 4866.059570
	Iteration 114Q: 3 clusters Score -2669240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2669240.000000 Penalty: 4866.059570
	Iteration 115Q: 3 clusters Score -2669240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2669245.000000 Penalty: 4866.059570
	Iteration 116Q: 3 clusters Score -2669245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2669243.500000 Penalty: 4866.059570
	Iteration 117Q: 3 clusters Score -2669244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2669249.750000 Penalty: 4866.059570
	Iteration 118Q: 3 clusters Score -2669250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2669251.250000 Penalty: 4866.059570
	Iteration 119Q: 3 clusters Score -2669251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2669250.750000 Penalty: 4866.059570
	Iteration 120F: 3 clusters Score -2669251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2669255.500000 Penalty: 4866.059570
	Iteration 121Q: 3 clusters Score -2669256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2669254.250000 Penalty: 4866.059570
	Iteration 122Q: 3 clusters Score -2669254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2669252.250000 Penalty: 4866.059570
	Iteration 123Q: 3 clusters Score -2669252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2669250.750000 Penalty: 4866.059570
	Iteration 124Q: 3 clusters Score -2669251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2669250.750000 Penalty: 4866.059570
	Iteration 125Q: 3 clusters Score -2669251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2669251.250000 Penalty: 4866.059570
	Iteration 126Q: 3 clusters Score -2669251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2669251.250000 Penalty: 4866.059570
	Iteration 127F: 3 clusters Score -2669251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32673.921875 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32673.92 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 152 members 
Entering Unmasked Estep 
Score: -31602.644531 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31602.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31894.345703 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31894.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32054.681641 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -32054.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32194.919922 Penalty: 2807.103027
	Iteration 3F: 3 clusters Score -32194.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32288.505859 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -32288.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32302.578125 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -32302.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -32328.015625 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -32328.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -32334.482422 Penalty: 2807.103027
	Iteration 7F: 3 clusters Score -32334.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32354.267578 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -32354.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -32362.332031 Penalty: 2807.103027
	Iteration 9Q: 3 clusters Score -32362.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -32362.332031 Penalty: 2807.103027
	Iteration 10F: 3 clusters Score -32362.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1419973.125000 Penalty: 2274.737061
	Iteration 0F: 2 clusters Score -1419973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1412460.125000 Penalty: 4549.474121
	Iteration 0F: 3 clusters Score -1412460 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1414837.750000 Penalty: 4549.474121
	Iteration 1F: 3 clusters Score -1414838 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1415386.375000 Penalty: 4549.474121
	Iteration 2F: 3 clusters Score -1415386 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1416022.250000 Penalty: 4549.474121
	Iteration 3F: 3 clusters Score -1416022 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1416734.875000 Penalty: 4549.474121
	Iteration 4F: 3 clusters Score -1416735 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1417565.750000 Penalty: 4549.474121
	Iteration 5F: 3 clusters Score -1417566 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1418486.500000 Penalty: 4549.474121
	Iteration 6F: 3 clusters Score -1418486 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1419383.000000 Penalty: 4549.474121
	Iteration 7F: 3 clusters Score -1419383 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1420035.750000 Penalty: 4549.474121
	Iteration 8F: 3 clusters Score -1420036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1420391.625000 Penalty: 4549.474121
	Iteration 9Q: 3 clusters Score -1420392 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1420540.625000 Penalty: 4549.474121
	Iteration 10Q: 3 clusters Score -1420541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1420618.375000 Penalty: 4549.474121
	Iteration 11Q: 3 clusters Score -1420618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1420676.375000 Penalty: 4549.474121
	Iteration 12Q: 3 clusters Score -1420676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1420709.000000 Penalty: 4549.474121
	Iteration 13Q: 3 clusters Score -1420709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1420723.500000 Penalty: 4549.474121
	Iteration 14Q: 3 clusters Score -1420724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1420743.375000 Penalty: 4549.474121
	Iteration 15Q: 3 clusters Score -1420743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1420754.750000 Penalty: 4549.474121
	Iteration 16Q: 3 clusters Score -1420755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1420761.500000 Penalty: 4549.474121
	Iteration 17Q: 3 clusters Score -1420762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1420774.375000 Penalty: 4549.474121
	Iteration 18Q: 3 clusters Score -1420774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1420784.500000 Penalty: 4549.474121
	Iteration 19Q: 3 clusters Score -1420784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1420795.625000 Penalty: 4549.474121
	Iteration 20F: 3 clusters Score -1420796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1420809.625000 Penalty: 4549.474121
	Iteration 21Q: 3 clusters Score -1420810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1420831.875000 Penalty: 4549.474121
	Iteration 22Q: 3 clusters Score -1420832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1420874.875000 Penalty: 4549.474121
	Iteration 23Q: 3 clusters Score -1420875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1420957.750000 Penalty: 4549.474121
	Iteration 24Q: 3 clusters Score -1420958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1421107.875000 Penalty: 4549.474121
	Iteration 25Q: 3 clusters Score -1421108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1421244.875000 Penalty: 4549.474121
	Iteration 26Q: 3 clusters Score -1421245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1421323.125000 Penalty: 4549.474121
	Iteration 27Q: 3 clusters Score -1421323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1421362.000000 Penalty: 4549.474121
	Iteration 28Q: 3 clusters Score -1421362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1421377.750000 Penalty: 4549.474121
	Iteration 29Q: 3 clusters Score -1421378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1421385.750000 Penalty: 4549.474121
	Iteration 30Q: 3 clusters Score -1421386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1421394.750000 Penalty: 4549.474121
	Iteration 31Q: 3 clusters Score -1421395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1421393.500000 Penalty: 4549.474121
	Iteration 32Q: 3 clusters Score -1421394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1421395.000000 Penalty: 4549.474121
	Iteration 33Q: 3 clusters Score -1421395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1421398.000000 Penalty: 4549.474121
	Iteration 34Q: 3 clusters Score -1421398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1421397.125000 Penalty: 4549.474121
	Iteration 35Q: 3 clusters Score -1421397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1421397.375000 Penalty: 4549.474121
	Iteration 36Q: 3 clusters Score -1421397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1421398.250000 Penalty: 4549.474121
	Iteration 37Q: 3 clusters Score -1421398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1421398.500000 Penalty: 4549.474121
	Iteration 38Q: 3 clusters Score -1421398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1421400.500000 Penalty: 4549.474121
	Iteration 39Q: 3 clusters Score -1421400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1421400.125000 Penalty: 4549.474121
	Iteration 40F: 3 clusters Score -1421400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1421400.500000 Penalty: 4549.474121
	Iteration 41Q: 3 clusters Score -1421400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1421400.500000 Penalty: 4549.474121
	Iteration 42F: 3 clusters Score -1421400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Entering Unmasked Estep 
Score: -120379192.000000 Penalty: 131412.875000
Splitting cluster 13 changes total score from -120379160.000000 to -120379192.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (32514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Entering Unmasked Estep 
Score: -5079954.000000 Penalty: 2576.577637
	Iteration 0F: 2 clusters Score -5079954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5057729.500000 Penalty: 5153.155273
	Iteration 0F: 3 clusters Score -5057730 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5065856.000000 Penalty: 5153.155273
	Iteration 1F: 3 clusters Score -5065856 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5066584.500000 Penalty: 5153.155273
	Iteration 2F: 3 clusters Score -5066584 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5067363.000000 Penalty: 5153.155273
	Iteration 3F: 3 clusters Score -5067363 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5068283.000000 Penalty: 5153.155273
	Iteration 4F: 3 clusters Score -5068283 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5069522.500000 Penalty: 5153.155273
	Iteration 5F: 3 clusters Score -5069522 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5071054.500000 Penalty: 5153.155273
	Iteration 6F: 3 clusters Score -5071054 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5072669.000000 Penalty: 5153.155273
	Iteration 7F: 3 clusters Score -5072669 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5074187.500000 Penalty: 5153.155273
	Iteration 8F: 3 clusters Score -5074188 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -5075442.500000 Penalty: 5153.155273
	Iteration 9Q: 3 clusters Score -5075442 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5076339.000000 Penalty: 5153.155273
	Iteration 10Q: 3 clusters Score -5076339 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5076888.500000 Penalty: 5153.155273
	Iteration 11Q: 3 clusters Score -5076888 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -5077208.500000 Penalty: 5153.155273
	Iteration 12Q: 3 clusters Score -5077208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -5077410.500000 Penalty: 5153.155273
	Iteration 13Q: 3 clusters Score -5077410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5077511.000000 Penalty: 5153.155273
	Iteration 14Q: 3 clusters Score -5077511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5077582.500000 Penalty: 5153.155273
	Iteration 15Q: 3 clusters Score -5077582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5077618.500000 Penalty: 5153.155273
	Iteration 16Q: 3 clusters Score -5077618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5077650.000000 Penalty: 5153.155273
	Iteration 17Q: 3 clusters Score -5077650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5077670.000000 Penalty: 5153.155273
	Iteration 18Q: 3 clusters Score -5077670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -5077687.000000 Penalty: 5153.155273
	Iteration 19Q: 3 clusters Score -5077687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5077690.500000 Penalty: 5153.155273
	Iteration 20F: 3 clusters Score -5077690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5077693.000000 Penalty: 5153.155273
	Iteration 21Q: 3 clusters Score -5077693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -5077689.500000 Penalty: 5153.155273
	Iteration 22Q: 3 clusters Score -5077690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5077699.500000 Penalty: 5153.155273
	Iteration 23Q: 3 clusters Score -5077700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5077702.000000 Penalty: 5153.155273
	Iteration 24Q: 3 clusters Score -5077702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5077705.000000 Penalty: 5153.155273
	Iteration 25Q: 3 clusters Score -5077705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -5077715.000000 Penalty: 5153.155273
	Iteration 26Q: 3 clusters Score -5077715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5077719.500000 Penalty: 5153.155273
	Iteration 27Q: 3 clusters Score -5077720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5077721.000000 Penalty: 5153.155273
	Iteration 28Q: 3 clusters Score -5077721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5077722.500000 Penalty: 5153.155273
	Iteration 29Q: 3 clusters Score -5077722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -5077722.500000 Penalty: 5153.155273
	Iteration 30Q: 3 clusters Score -5077722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5077723.500000 Penalty: 5153.155273
	Iteration 31Q: 3 clusters Score -5077724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5077723.500000 Penalty: 5153.155273
	Iteration 32F: 3 clusters Score -5077724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Entering Unmasked Estep 
Score: -8805583.000000 Penalty: 2710.500977
	Iteration 0F: 2 clusters Score -8805583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -8768532.000000 Penalty: 5421.001953
	Iteration 0F: 3 clusters Score -8768532 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8782706.000000 Penalty: 5421.001953
	Iteration 1F: 3 clusters Score -8782706 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -8783284.000000 Penalty: 5421.001953
	Iteration 2Q: 3 clusters Score -8783284 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -8783814.000000 Penalty: 5421.001953
	Iteration 3Q: 3 clusters Score -8783814 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8784367.000000 Penalty: 5421.001953
	Iteration 4Q: 3 clusters Score -8784367 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8785073.000000 Penalty: 5421.001953
	Iteration 5Q: 3 clusters Score -8785073 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8786225.000000 Penalty: 5421.001953
	Iteration 6Q: 3 clusters Score -8786225 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -8787918.000000 Penalty: 5421.001953
	Iteration 7F: 3 clusters Score -8787918 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8790650.000000 Penalty: 5421.001953
	Iteration 8F: 3 clusters Score -8790650 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -8794168.000000 Penalty: 5421.001953
	Iteration 9F: 3 clusters Score -8794168 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -8797702.000000 Penalty: 5421.001953
	Iteration 10F: 3 clusters Score -8797702 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -8800220.000000 Penalty: 5421.001953
	Iteration 11Q: 3 clusters Score -8800220 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -8801730.000000 Penalty: 5421.001953
	Iteration 12Q: 3 clusters Score -8801730 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -8802634.000000 Penalty: 5421.001953
	Iteration 13Q: 3 clusters Score -8802634 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8803249.000000 Penalty: 5421.001953
	Iteration 14Q: 3 clusters Score -8803249 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8803672.000000 Penalty: 5421.001953
	Iteration 15Q: 3 clusters Score -8803672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8804049.000000 Penalty: 5421.001953
	Iteration 16Q: 3 clusters Score -8804049 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -8804281.000000 Penalty: 5421.001953
	Iteration 17Q: 3 clusters Score -8804281 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8804517.000000 Penalty: 5421.001953
	Iteration 18Q: 3 clusters Score -8804517 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -8804637.000000 Penalty: 5421.001953
	Iteration 19Q: 3 clusters Score -8804637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8804710.000000 Penalty: 5421.001953
	Iteration 20F: 3 clusters Score -8804710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -8804782.000000 Penalty: 5421.001953
	Iteration 21Q: 3 clusters Score -8804782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8804827.000000 Penalty: 5421.001953
	Iteration 22Q: 3 clusters Score -8804827 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8804879.000000 Penalty: 5421.001953
	Iteration 23Q: 3 clusters Score -8804879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -8804896.000000 Penalty: 5421.001953
	Iteration 24Q: 3 clusters Score -8804896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8804890.000000 Penalty: 5421.001953
	Iteration 25Q: 3 clusters Score -8804890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8804915.000000 Penalty: 5421.001953
	Iteration 26Q: 3 clusters Score -8804915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8804927.000000 Penalty: 5421.001953
	Iteration 27Q: 3 clusters Score -8804927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8804939.000000 Penalty: 5421.001953
	Iteration 28Q: 3 clusters Score -8804939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -8804953.000000 Penalty: 5421.001953
	Iteration 29Q: 3 clusters Score -8804953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8804958.000000 Penalty: 5421.001953
	Iteration 30Q: 3 clusters Score -8804958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -8804958.000000 Penalty: 5421.001953
	Iteration 31Q: 3 clusters Score -8804958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8804968.000000 Penalty: 5421.001953
	Iteration 32Q: 3 clusters Score -8804968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -8804971.000000 Penalty: 5421.001953
	Iteration 33Q: 3 clusters Score -8804971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8804963.000000 Penalty: 5421.001953
	Iteration 34Q: 3 clusters Score -8804963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8804980.000000 Penalty: 5421.001953
	Iteration 35Q: 3 clusters Score -8804980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -8804995.000000 Penalty: 5421.001953
	Iteration 36Q: 3 clusters Score -8804995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -8804996.000000 Penalty: 5421.001953
	Iteration 37Q: 3 clusters Score -8804996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8805009.000000 Penalty: 5421.001953
	Iteration 38Q: 3 clusters Score -8805009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8805003.000000 Penalty: 5421.001953
	Iteration 39Q: 3 clusters Score -8805003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8805001.000000 Penalty: 5421.001953
	Iteration 40F: 3 clusters Score -8805001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8804996.000000 Penalty: 5421.001953
	Iteration 41Q: 3 clusters Score -8804996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8804991.000000 Penalty: 5421.001953
	Iteration 42Q: 3 clusters Score -8804991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -8804994.000000 Penalty: 5421.001953
	Iteration 43Q: 3 clusters Score -8804994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -8804997.000000 Penalty: 5421.001953
	Iteration 44Q: 3 clusters Score -8804997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8804997.000000 Penalty: 5421.001953
	Iteration 45Q: 3 clusters Score -8804997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8804994.000000 Penalty: 5421.001953
	Iteration 46Q: 3 clusters Score -8804994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8804993.000000 Penalty: 5421.001953
	Iteration 47Q: 3 clusters Score -8804993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8805002.000000 Penalty: 5421.001953
	Iteration 48Q: 3 clusters Score -8805002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8805001.000000 Penalty: 5421.001953
	Iteration 49Q: 3 clusters Score -8805001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8804999.000000 Penalty: 5421.001953
	Iteration 50Q: 3 clusters Score -8804999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8804996.000000 Penalty: 5421.001953
	Iteration 51Q: 3 clusters Score -8804996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -8804996.000000 Penalty: 5421.001953
	Iteration 52Q: 3 clusters Score -8804996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -8804999.000000 Penalty: 5421.001953
	Iteration 53Q: 3 clusters Score -8804999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8805010.000000 Penalty: 5421.001953
	Iteration 54Q: 3 clusters Score -8805010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8805012.000000 Penalty: 5421.001953
	Iteration 55Q: 3 clusters Score -8805012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -8805006.000000 Penalty: 5421.001953
	Iteration 56Q: 3 clusters Score -8805006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8805010.000000 Penalty: 5421.001953
	Iteration 57Q: 3 clusters Score -8805010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8805007.000000 Penalty: 5421.001953
	Iteration 58Q: 3 clusters Score -8805007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -8805020.000000 Penalty: 5421.001953
	Iteration 59Q: 3 clusters Score -8805020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -8805019.000000 Penalty: 5421.001953
	Iteration 60F: 3 clusters Score -8805019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -8805014.000000 Penalty: 5421.001953
	Iteration 61Q: 3 clusters Score -8805014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8805010.000000 Penalty: 5421.001953
	Iteration 62Q: 3 clusters Score -8805010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8805017.000000 Penalty: 5421.001953
	Iteration 63Q: 3 clusters Score -8805017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8805013.000000 Penalty: 5421.001953
	Iteration 64Q: 3 clusters Score -8805013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -8805027.000000 Penalty: 5421.001953
	Iteration 65Q: 3 clusters Score -8805027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8805011.000000 Penalty: 5421.001953
	Iteration 66Q: 3 clusters Score -8805011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8805024.000000 Penalty: 5421.001953
	Iteration 67Q: 3 clusters Score -8805024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8805035.000000 Penalty: 5421.001953
	Iteration 68Q: 3 clusters Score -8805035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8805027.000000 Penalty: 5421.001953
	Iteration 69Q: 3 clusters Score -8805027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8805031.000000 Penalty: 5421.001953
	Iteration 70Q: 3 clusters Score -8805031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8805030.000000 Penalty: 5421.001953
	Iteration 71Q: 3 clusters Score -8805030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8805034.000000 Penalty: 5421.001953
	Iteration 72Q: 3 clusters Score -8805034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -8805017.000000 Penalty: 5421.001953
	Iteration 73Q: 3 clusters Score -8805017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8805027.000000 Penalty: 5421.001953
	Iteration 74Q: 3 clusters Score -8805027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -8805023.000000 Penalty: 5421.001953
	Iteration 75Q: 3 clusters Score -8805023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -8805022.000000 Penalty: 5421.001953
	Iteration 76Q: 3 clusters Score -8805022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8805023.000000 Penalty: 5421.001953
	Iteration 77Q: 3 clusters Score -8805023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8805029.000000 Penalty: 5421.001953
	Iteration 78Q: 3 clusters Score -8805029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8805019.000000 Penalty: 5421.001953
	Iteration 79Q: 3 clusters Score -8805019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8805023.000000 Penalty: 5421.001953
	Iteration 80F: 3 clusters Score -8805023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Entering Unmasked Estep 
Score: -2500680.000000 Penalty: 2411.997070
	Iteration 0F: 2 clusters Score -2500680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2488788.500000 Penalty: 4823.994141
	Iteration 0F: 3 clusters Score -2488788 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2492850.000000 Penalty: 4823.994141
	Iteration 1F: 3 clusters Score -2492850 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2493456.250000 Penalty: 4823.994141
	Iteration 2F: 3 clusters Score -2493456 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2494149.500000 Penalty: 4823.994141
	Iteration 3F: 3 clusters Score -2494150 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2494965.250000 Penalty: 4823.994141
	Iteration 4F: 3 clusters Score -2494965 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2495740.500000 Penalty: 4823.994141
	Iteration 5F: 3 clusters Score -2495740 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2496455.000000 Penalty: 4823.994141
	Iteration 6F: 3 clusters Score -2496455 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2497031.000000 Penalty: 4823.994141
	Iteration 7Q: 3 clusters Score -2497031 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2497446.000000 Penalty: 4823.994141
	Iteration 8Q: 3 clusters Score -2497446 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2497777.000000 Penalty: 4823.994141
	Iteration 9Q: 3 clusters Score -2497777 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2497998.750000 Penalty: 4823.994141
	Iteration 10Q: 3 clusters Score -2497999 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2498177.500000 Penalty: 4823.994141
	Iteration 11Q: 3 clusters Score -2498178 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2498336.000000 Penalty: 4823.994141
	Iteration 12Q: 3 clusters Score -2498336 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2498468.500000 Penalty: 4823.994141
	Iteration 13Q: 3 clusters Score -2498468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2498569.500000 Penalty: 4823.994141
	Iteration 14Q: 3 clusters Score -2498570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2498685.000000 Penalty: 4823.994141
	Iteration 15Q: 3 clusters Score -2498685 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2498786.750000 Penalty: 4823.994141
	Iteration 16Q: 3 clusters Score -2498787 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2498874.500000 Penalty: 4823.994141
	Iteration 17Q: 3 clusters Score -2498874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2498924.000000 Penalty: 4823.994141
	Iteration 18Q: 3 clusters Score -2498924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2498967.750000 Penalty: 4823.994141
	Iteration 19Q: 3 clusters Score -2498968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2499010.750000 Penalty: 4823.994141
	Iteration 20F: 3 clusters Score -2499011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2499049.000000 Penalty: 4823.994141
	Iteration 21Q: 3 clusters Score -2499049 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2499079.000000 Penalty: 4823.994141
	Iteration 22Q: 3 clusters Score -2499079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2499114.500000 Penalty: 4823.994141
	Iteration 23Q: 3 clusters Score -2499114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2499136.750000 Penalty: 4823.994141
	Iteration 24Q: 3 clusters Score -2499137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2499138.750000 Penalty: 4823.994141
	Iteration 25Q: 3 clusters Score -2499139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2499153.500000 Penalty: 4823.994141
	Iteration 26Q: 3 clusters Score -2499154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2499165.250000 Penalty: 4823.994141
	Iteration 27Q: 3 clusters Score -2499165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2499169.000000 Penalty: 4823.994141
	Iteration 28Q: 3 clusters Score -2499169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2499175.500000 Penalty: 4823.994141
	Iteration 29Q: 3 clusters Score -2499176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2499179.750000 Penalty: 4823.994141
	Iteration 30Q: 3 clusters Score -2499180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2499183.000000 Penalty: 4823.994141
	Iteration 31Q: 3 clusters Score -2499183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2499185.250000 Penalty: 4823.994141
	Iteration 32Q: 3 clusters Score -2499185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2499192.250000 Penalty: 4823.994141
	Iteration 33Q: 3 clusters Score -2499192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2499193.250000 Penalty: 4823.994141
	Iteration 34Q: 3 clusters Score -2499193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2499196.500000 Penalty: 4823.994141
	Iteration 35Q: 3 clusters Score -2499196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2499198.750000 Penalty: 4823.994141
	Iteration 36Q: 3 clusters Score -2499199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2499196.000000 Penalty: 4823.994141
	Iteration 37Q: 3 clusters Score -2499196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2499196.000000 Penalty: 4823.994141
	Iteration 38Q: 3 clusters Score -2499196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2499194.000000 Penalty: 4823.994141
	Iteration 39Q: 3 clusters Score -2499194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2499198.000000 Penalty: 4823.994141
	Iteration 40F: 3 clusters Score -2499198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2499202.750000 Penalty: 4823.994141
	Iteration 41Q: 3 clusters Score -2499203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2499197.500000 Penalty: 4823.994141
	Iteration 42Q: 3 clusters Score -2499198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2499199.250000 Penalty: 4823.994141
	Iteration 43Q: 3 clusters Score -2499199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2499199.250000 Penalty: 4823.994141
	Iteration 44F: 3 clusters Score -2499199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 129 members 
Entering Unmasked Estep 
Score: -35252.859375 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35252.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35414.433594 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35414.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35482.593750 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35482.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35511.703125 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35532.601562 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35538.687500 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35538.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35546.679688 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -35546.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35555.726562 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -35555.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35555.726562 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -35555.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Entering Unmasked Estep 
Score: -8083266.000000 Penalty: 2693.650879
	Iteration 0F: 2 clusters Score -8083266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -8048163.500000 Penalty: 5387.301758
	Iteration 0F: 3 clusters Score -8048164 nChanged 24169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -8061662.000000 Penalty: 5387.301758
	Iteration 1F: 3 clusters Score -8061662 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -8062531.000000 Penalty: 5387.301758
	Iteration 2Q: 3 clusters Score -8062531 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -8063596.000000 Penalty: 5387.301758
	Iteration 3Q: 3 clusters Score -8063596 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -8064961.000000 Penalty: 5387.301758
	Iteration 4F: 3 clusters Score -8064961 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -8066610.500000 Penalty: 5387.301758
	Iteration 5F: 3 clusters Score -8066610 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -8068350.000000 Penalty: 5387.301758
	Iteration 6F: 3 clusters Score -8068350 nChanged 3081
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -8069994.000000 Penalty: 5387.301758
	Iteration 7F: 3 clusters Score -8069994 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8071308.500000 Penalty: 5387.301758
	Iteration 8F: 3 clusters Score -8071308 nChanged 2394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8072286 nChanged 1968
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Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8073002 nChanged 1651
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Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8073593 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8074090 nChanged 1316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8074492 nChanged 1228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -8074883.500000 Penalty: 5387.301758
	Iteration 14Q: 3 clusters Score -8074884 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -8075165.500000 Penalty: 5387.301758
	Iteration 15Q: 3 clusters Score -8075166 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -8075542.500000 Penalty: 5387.301758
	Iteration 16Q: 3 clusters Score -8075542 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8075913 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -8076230.500000 Penalty: 5387.301758
	Iteration 18Q: 3 clusters Score -8076230 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8076580.500000 Penalty: 5387.301758
	Iteration 19Q: 3 clusters Score -8076580 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -8076898.000000 Penalty: 5387.301758
	Iteration 20F: 3 clusters Score -8076898 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8077237.000000 Penalty: 5387.301758
	Iteration 21Q: 3 clusters Score -8077237 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -8077574.500000 Penalty: 5387.301758
	Iteration 22Q: 3 clusters Score -8077574 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -8077913.000000 Penalty: 5387.301758
	Iteration 23Q: 3 clusters Score -8077913 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8078266.500000 Penalty: 5387.301758
	Iteration 24Q: 3 clusters Score -8078266 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8078598 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8078972 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -8079392.500000 Penalty: 5387.301758
	Iteration 27Q: 3 clusters Score -8079392 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -8079855.500000 Penalty: 5387.301758
	Iteration 28Q: 3 clusters Score -8079856 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -8080286.500000 Penalty: 5387.301758
	Iteration 29Q: 3 clusters Score -8080286 nChanged 1009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8080677 nChanged 877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8080990.500000 Penalty: 5387.301758
	Iteration 31Q: 3 clusters Score -8080990 nChanged 793
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Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -8081279.500000 Penalty: 5387.301758
	Iteration 32Q: 3 clusters Score -8081280 nChanged 756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8081566 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8081820.500000 Penalty: 5387.301758
	Iteration 34Q: 3 clusters Score -8081820 nChanged 620
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Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8082035 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8082230 nChanged 432
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Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8082370 nChanged 378
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Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8082460 nChanged 282
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Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8082554 nChanged 245
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Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8082600 nChanged 194
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Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -8082647.000000 Penalty: 5387.301758
	Iteration 41Q: 3 clusters Score -8082647 nChanged 179
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Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8082685 nChanged 142
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Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8082709.500000 Penalty: 5387.301758
	Iteration 43Q: 3 clusters Score -8082710 nChanged 129
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Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8082740 nChanged 93
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Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8082737.500000 Penalty: 5387.301758
	Iteration 45Q: 3 clusters Score -8082738 nChanged 65
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Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8082747.000000 Penalty: 5387.301758
	Iteration 46Q: 3 clusters Score -8082747 nChanged 65
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Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8082756 nChanged 52
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Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8082761.500000 Penalty: 5387.301758
	Iteration 48Q: 3 clusters Score -8082762 nChanged 40
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Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8082758.500000 Penalty: 5387.301758
	Iteration 49Q: 3 clusters Score -8082758 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8082759.000000 Penalty: 5387.301758
	Iteration 50Q: 3 clusters Score -8082759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8082767.000000 Penalty: 5387.301758
	Iteration 51Q: 3 clusters Score -8082767 nChanged 34
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Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8082778.000000 Penalty: 5387.301758
	Iteration 52Q: 3 clusters Score -8082778 nChanged 27
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Mstep: Class 1 contains 47830 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8082782 nChanged 31
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Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8082782 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8082780 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8082786.500000 Penalty: 5387.301758
	Iteration 56Q: 3 clusters Score -8082786 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8082791 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8082787 nChanged 10
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Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8082788 nChanged 8
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Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -8082790.500000 Penalty: 5387.301758
	Iteration 60F: 3 clusters Score -8082790 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8082792 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8082788 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8082790 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8082787.000000 Penalty: 5387.301758
	Iteration 64Q: 3 clusters Score -8082787 nChanged 14
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Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8082792 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8082790 nChanged 15
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Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8082790 nChanged 16
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Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8082796.000000 Penalty: 5387.301758
	Iteration 68Q: 3 clusters Score -8082796 nChanged 15
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Mstep: Class 1 contains 48038 members 
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	Iteration 69Q: 3 clusters Score -8082806 nChanged 20
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Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8082803.000000 Penalty: 5387.301758
	Iteration 70Q: 3 clusters Score -8082803 nChanged 18
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Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8082802 nChanged 14
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Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 4050 members 
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	Iteration 72Q: 3 clusters Score -8082799 nChanged 16
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Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8082798 nChanged 13
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Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8082801 nChanged 4
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Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8082805 nChanged 3
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Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8082801 nChanged 3
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Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8082800 nChanged 4
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	Iteration 78Q: 3 clusters Score -8082805 nChanged 7
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Mstep: Class 1 contains 48124 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8082802 nChanged 11
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Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8082805 nChanged 7
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Mstep: Class 1 contains 48140 members 
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	Iteration 81Q: 3 clusters Score -8082809 nChanged 2
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	Iteration 82Q: 3 clusters Score -8082804 nChanged 3
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	Iteration 83Q: 3 clusters Score -8082804 nChanged 2
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Mstep: Class 2 contains 3987 members 
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	Iteration 84Q: 3 clusters Score -8082801 nChanged 3
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	Iteration 85Q: 3 clusters Score -8082800 nChanged 3
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	Iteration 86Q: 3 clusters Score -8082799 nChanged 3
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	Iteration 87Q: 3 clusters Score -8082802 nChanged 3
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	Iteration 88Q: 3 clusters Score -8082801 nChanged 9
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	Iteration 89Q: 3 clusters Score -8082804 nChanged 12
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	Iteration 90Q: 3 clusters Score -8082810 nChanged 11
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Mstep: Class 1 contains 48181 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8082814 nChanged 8
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8082808 nChanged 5
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8082812 nChanged 3
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	Iteration 94Q: 3 clusters Score -8082815 nChanged 4
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	Iteration 95Q: 3 clusters Score -8082820 nChanged 3
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8082818 nChanged 2
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	Iteration 97Q: 3 clusters Score -8082817 nChanged 2
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8082816 nChanged 2
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8082818 nChanged 3
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8082813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8082813.000000 Penalty: 5387.301758
	Iteration 101Q: 3 clusters Score -8082813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8082813.000000 Penalty: 5387.301758
	Iteration 102Q: 3 clusters Score -8082813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -8082811.000000 Penalty: 5387.301758
	Iteration 103Q: 3 clusters Score -8082811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8082807.500000 Penalty: 5387.301758
	Iteration 104Q: 3 clusters Score -8082808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8082808.500000 Penalty: 5387.301758
	Iteration 105Q: 3 clusters Score -8082808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8082809.000000 Penalty: 5387.301758
	Iteration 106Q: 3 clusters Score -8082809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8082809.000000 Penalty: 5387.301758
	Iteration 107F: 3 clusters Score -8082809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -218534.531250 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -218534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -216294.546875 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -216294.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -216732.250000 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -216732.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -216874.859375 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -216874.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -216943.125000 Penalty: 3616.661377
	Iteration 3Q: 3 clusters Score -216943.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -216979.859375 Penalty: 3616.661377
	Iteration 4Q: 3 clusters Score -216979.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -217005.234375 Penalty: 3616.661377
	Iteration 5Q: 3 clusters Score -217005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -217032.828125 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -217032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -217055.296875 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -217055.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -217073.078125 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -217073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -217089.406250 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -217089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -217103.953125 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -217104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -217112.281250 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -217112.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -217121.531250 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -217121.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -217132.562500 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -217132.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -217150.765625 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -217150.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -217167.156250 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -217167.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -217182.703125 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -217182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -217199.781250 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -217199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -217218.703125 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -217218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -217228.671875 Penalty: 3616.661377
	Iteration 19Q: 3 clusters Score -217228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -217242.968750 Penalty: 3616.661377
	Iteration 20F: 3 clusters Score -217243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -217256.031250 Penalty: 3616.661377
	Iteration 21Q: 3 clusters Score -217256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -217265.750000 Penalty: 3616.661377
	Iteration 22Q: 3 clusters Score -217265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -217275.828125 Penalty: 3616.661377
	Iteration 23Q: 3 clusters Score -217275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -217298.390625 Penalty: 3616.661377
	Iteration 24Q: 3 clusters Score -217298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -217323.734375 Penalty: 3616.661377
	Iteration 25Q: 3 clusters Score -217323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -217355.375000 Penalty: 3616.661377
	Iteration 26Q: 3 clusters Score -217355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -217376.671875 Penalty: 3616.661377
	Iteration 27Q: 3 clusters Score -217376.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -217386.578125 Penalty: 3616.661377
	Iteration 28Q: 3 clusters Score -217386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -217401.734375 Penalty: 3616.661377
	Iteration 29Q: 3 clusters Score -217401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -217424.781250 Penalty: 3616.661377
	Iteration 30Q: 3 clusters Score -217424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -217432.625000 Penalty: 3616.661377
	Iteration 31Q: 3 clusters Score -217432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -217433.296875 Penalty: 3616.661377
	Iteration 32Q: 3 clusters Score -217433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -217433.296875 Penalty: 3616.661377
	Iteration 33F: 3 clusters Score -217433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Entering Unmasked Estep 
Score: -1763569.375000 Penalty: 2322.995361
	Iteration 0F: 2 clusters Score -1763569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1754893.250000 Penalty: 4645.990723
	Iteration 0F: 3 clusters Score -1754893 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1757797.625000 Penalty: 4645.990723
	Iteration 1F: 3 clusters Score -1757798 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1758437.750000 Penalty: 4645.990723
	Iteration 2F: 3 clusters Score -1758438 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1759246.750000 Penalty: 4645.990723
	Iteration 3F: 3 clusters Score -1759247 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1760152.875000 Penalty: 4645.990723
	Iteration 4F: 3 clusters Score -1760153 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1761038.500000 Penalty: 4645.990723
	Iteration 5F: 3 clusters Score -1761038 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1761843.125000 Penalty: 4645.990723
	Iteration 6F: 3 clusters Score -1761843 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1762415.250000 Penalty: 4645.990723
	Iteration 7F: 3 clusters Score -1762415 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1762759.250000 Penalty: 4645.990723
	Iteration 8Q: 3 clusters Score -1762759 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1762955.375000 Penalty: 4645.990723
	Iteration 9Q: 3 clusters Score -1762955 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1763073.000000 Penalty: 4645.990723
	Iteration 10Q: 3 clusters Score -1763073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1763149.125000 Penalty: 4645.990723
	Iteration 11Q: 3 clusters Score -1763149 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1763190.375000 Penalty: 4645.990723
	Iteration 12Q: 3 clusters Score -1763190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1763231.250000 Penalty: 4645.990723
	Iteration 13Q: 3 clusters Score -1763231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1763257.875000 Penalty: 4645.990723
	Iteration 14Q: 3 clusters Score -1763258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1763283.625000 Penalty: 4645.990723
	Iteration 15Q: 3 clusters Score -1763284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1763298.125000 Penalty: 4645.990723
	Iteration 16Q: 3 clusters Score -1763298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1763304.500000 Penalty: 4645.990723
	Iteration 17Q: 3 clusters Score -1763304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1763316.000000 Penalty: 4645.990723
	Iteration 18Q: 3 clusters Score -1763316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1763314.125000 Penalty: 4645.990723
	Iteration 19Q: 3 clusters Score -1763314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1763322.500000 Penalty: 4645.990723
	Iteration 20F: 3 clusters Score -1763322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1763318.000000 Penalty: 4645.990723
	Iteration 21Q: 3 clusters Score -1763318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1763321.375000 Penalty: 4645.990723
	Iteration 22Q: 3 clusters Score -1763321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1763319.500000 Penalty: 4645.990723
	Iteration 23Q: 3 clusters Score -1763320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1763322.000000 Penalty: 4645.990723
	Iteration 24Q: 3 clusters Score -1763322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1763321.000000 Penalty: 4645.990723
	Iteration 25Q: 3 clusters Score -1763321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1763319.875000 Penalty: 4645.990723
	Iteration 26Q: 3 clusters Score -1763320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1763322.250000 Penalty: 4645.990723
	Iteration 27Q: 3 clusters Score -1763322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1763322.125000 Penalty: 4645.990723
	Iteration 28Q: 3 clusters Score -1763322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1763323.875000 Penalty: 4645.990723
	Iteration 29Q: 3 clusters Score -1763324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1763321.250000 Penalty: 4645.990723
	Iteration 30Q: 3 clusters Score -1763321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1763324.250000 Penalty: 4645.990723
	Iteration 31Q: 3 clusters Score -1763324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1763322.250000 Penalty: 4645.990723
	Iteration 32Q: 3 clusters Score -1763322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1763323.500000 Penalty: 4645.990723
	Iteration 33Q: 3 clusters Score -1763324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1763322.125000 Penalty: 4645.990723
	Iteration 34Q: 3 clusters Score -1763322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1763324.500000 Penalty: 4645.990723
	Iteration 35Q: 3 clusters Score -1763324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1763326.000000 Penalty: 4645.990723
	Iteration 36Q: 3 clusters Score -1763326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1763325.250000 Penalty: 4645.990723
	Iteration 37Q: 3 clusters Score -1763325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1763325.125000 Penalty: 4645.990723
	Iteration 38Q: 3 clusters Score -1763325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1763327.125000 Penalty: 4645.990723
	Iteration 39Q: 3 clusters Score -1763327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1763325.750000 Penalty: 4645.990723
	Iteration 40F: 3 clusters Score -1763326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1763328.375000 Penalty: 4645.990723
	Iteration 41Q: 3 clusters Score -1763328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1763328.375000 Penalty: 4645.990723
	Iteration 42F: 3 clusters Score -1763328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -1377384.125000 Penalty: 2261.102295
	Iteration 0F: 2 clusters Score -1377384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1370243.125000 Penalty: 4522.204590
	Iteration 0F: 3 clusters Score -1370243 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1372575.625000 Penalty: 4522.204590
	Iteration 1F: 3 clusters Score -1372576 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1373064.500000 Penalty: 4522.204590
	Iteration 2F: 3 clusters Score -1373064 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1373514.750000 Penalty: 4522.204590
	Iteration 3F: 3 clusters Score -1373515 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1373900.750000 Penalty: 4522.204590
	Iteration 4F: 3 clusters Score -1373901 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1374270.125000 Penalty: 4522.204590
	Iteration 5F: 3 clusters Score -1374270 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1374608.625000 Penalty: 4522.204590
	Iteration 6F: 3 clusters Score -1374609 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1374901.750000 Penalty: 4522.204590
	Iteration 7Q: 3 clusters Score -1374902 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1375192.250000 Penalty: 4522.204590
	Iteration 8Q: 3 clusters Score -1375192 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1375442.000000 Penalty: 4522.204590
	Iteration 9Q: 3 clusters Score -1375442 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1375638.250000 Penalty: 4522.204590
	Iteration 10Q: 3 clusters Score -1375638 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1375844.500000 Penalty: 4522.204590
	Iteration 11Q: 3 clusters Score -1375844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1376018.500000 Penalty: 4522.204590
	Iteration 12Q: 3 clusters Score -1376018 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1376210.250000 Penalty: 4522.204590
	Iteration 13Q: 3 clusters Score -1376210 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1376348.625000 Penalty: 4522.204590
	Iteration 14Q: 3 clusters Score -1376349 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1376436.875000 Penalty: 4522.204590
	Iteration 15Q: 3 clusters Score -1376437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1376502.625000 Penalty: 4522.204590
	Iteration 16Q: 3 clusters Score -1376503 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1376564.250000 Penalty: 4522.204590
	Iteration 17Q: 3 clusters Score -1376564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1376628.250000 Penalty: 4522.204590
	Iteration 18Q: 3 clusters Score -1376628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1376673.625000 Penalty: 4522.204590
	Iteration 19Q: 3 clusters Score -1376674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1376715.000000 Penalty: 4522.204590
	Iteration 20F: 3 clusters Score -1376715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1376737.125000 Penalty: 4522.204590
	Iteration 21Q: 3 clusters Score -1376737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1376758.625000 Penalty: 4522.204590
	Iteration 22Q: 3 clusters Score -1376759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1376789.000000 Penalty: 4522.204590
	Iteration 23Q: 3 clusters Score -1376789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1376816.375000 Penalty: 4522.204590
	Iteration 24Q: 3 clusters Score -1376816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1376844.875000 Penalty: 4522.204590
	Iteration 25Q: 3 clusters Score -1376845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1376864.000000 Penalty: 4522.204590
	Iteration 26Q: 3 clusters Score -1376864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1376886.375000 Penalty: 4522.204590
	Iteration 27Q: 3 clusters Score -1376886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1376906.750000 Penalty: 4522.204590
	Iteration 28Q: 3 clusters Score -1376907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1376925.875000 Penalty: 4522.204590
	Iteration 29Q: 3 clusters Score -1376926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1376939.500000 Penalty: 4522.204590
	Iteration 30Q: 3 clusters Score -1376940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1376950.750000 Penalty: 4522.204590
	Iteration 31Q: 3 clusters Score -1376951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1376958.000000 Penalty: 4522.204590
	Iteration 32Q: 3 clusters Score -1376958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1376966.250000 Penalty: 4522.204590
	Iteration 33Q: 3 clusters Score -1376966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1376974.250000 Penalty: 4522.204590
	Iteration 34Q: 3 clusters Score -1376974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1376983.500000 Penalty: 4522.204590
	Iteration 35Q: 3 clusters Score -1376984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1376991.000000 Penalty: 4522.204590
	Iteration 36Q: 3 clusters Score -1376991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1376998.500000 Penalty: 4522.204590
	Iteration 37Q: 3 clusters Score -1376998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1377001.875000 Penalty: 4522.204590
	Iteration 38Q: 3 clusters Score -1377002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1377003.750000 Penalty: 4522.204590
	Iteration 39Q: 3 clusters Score -1377004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1377005.125000 Penalty: 4522.204590
	Iteration 40F: 3 clusters Score -1377005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1377004.750000 Penalty: 4522.204590
	Iteration 41Q: 3 clusters Score -1377005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1377004.750000 Penalty: 4522.204590
	Iteration 42F: 3 clusters Score -1377005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Entering Unmasked Estep 
Score: -1970717.750000 Penalty: 2355.614990
	Iteration 0F: 2 clusters Score -1970718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1960863.750000 Penalty: 4711.229980
	Iteration 0F: 3 clusters Score -1960864 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1964166.375000 Penalty: 4711.229980
	Iteration 1F: 3 clusters Score -1964166 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1964810.375000 Penalty: 4711.229980
	Iteration 2F: 3 clusters Score -1964810 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1965551.125000 Penalty: 4711.229980
	Iteration 3F: 3 clusters Score -1965551 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1966442.000000 Penalty: 4711.229980
	Iteration 4F: 3 clusters Score -1966442 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1967372.375000 Penalty: 4711.229980
	Iteration 5F: 3 clusters Score -1967372 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1968235.750000 Penalty: 4711.229980
	Iteration 6F: 3 clusters Score -1968236 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1968889.625000 Penalty: 4711.229980
	Iteration 7F: 3 clusters Score -1968890 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1969330.625000 Penalty: 4711.229980
	Iteration 8Q: 3 clusters Score -1969331 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1969591.750000 Penalty: 4711.229980
	Iteration 9Q: 3 clusters Score -1969592 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1969724.500000 Penalty: 4711.229980
	Iteration 10Q: 3 clusters Score -1969724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1969815.625000 Penalty: 4711.229980
	Iteration 11Q: 3 clusters Score -1969816 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1969859.500000 Penalty: 4711.229980
	Iteration 12Q: 3 clusters Score -1969860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1969885.250000 Penalty: 4711.229980
	Iteration 13Q: 3 clusters Score -1969885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1969895.750000 Penalty: 4711.229980
	Iteration 14Q: 3 clusters Score -1969896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1969903.500000 Penalty: 4711.229980
	Iteration 15Q: 3 clusters Score -1969904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1969917.875000 Penalty: 4711.229980
	Iteration 16Q: 3 clusters Score -1969918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1969920.000000 Penalty: 4711.229980
	Iteration 17Q: 3 clusters Score -1969920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1969930.000000 Penalty: 4711.229980
	Iteration 18Q: 3 clusters Score -1969930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1969940.250000 Penalty: 4711.229980
	Iteration 19Q: 3 clusters Score -1969940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1969953.625000 Penalty: 4711.229980
	Iteration 20F: 3 clusters Score -1969954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1969966.375000 Penalty: 4711.229980
	Iteration 21Q: 3 clusters Score -1969966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1969982.000000 Penalty: 4711.229980
	Iteration 22Q: 3 clusters Score -1969982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1969997.625000 Penalty: 4711.229980
	Iteration 23Q: 3 clusters Score -1969998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1970030.625000 Penalty: 4711.229980
	Iteration 24Q: 3 clusters Score -1970031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1970056.875000 Penalty: 4711.229980
	Iteration 25Q: 3 clusters Score -1970057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1970083.250000 Penalty: 4711.229980
	Iteration 26Q: 3 clusters Score -1970083 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1970133.125000 Penalty: 4711.229980
	Iteration 27Q: 3 clusters Score -1970133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1970207.625000 Penalty: 4711.229980
	Iteration 28Q: 3 clusters Score -1970208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1970313.375000 Penalty: 4711.229980
	Iteration 29Q: 3 clusters Score -1970313 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1970463.750000 Penalty: 4711.229980
	Iteration 30Q: 3 clusters Score -1970464 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1970649.250000 Penalty: 4711.229980
	Iteration 31Q: 3 clusters Score -1970649 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1970847.375000 Penalty: 4711.229980
	Iteration 32Q: 3 clusters Score -1970847 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1971034.375000 Penalty: 4711.229980
	Iteration 33Q: 3 clusters Score -1971034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1971189.375000 Penalty: 4711.229980
	Iteration 34Q: 3 clusters Score -1971189 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1971293.500000 Penalty: 4711.229980
	Iteration 35Q: 3 clusters Score -1971294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1971364.125000 Penalty: 4711.229980
	Iteration 36Q: 3 clusters Score -1971364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1971401.125000 Penalty: 4711.229980
	Iteration 37Q: 3 clusters Score -1971401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1971418.250000 Penalty: 4711.229980
	Iteration 38Q: 3 clusters Score -1971418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1971438.125000 Penalty: 4711.229980
	Iteration 39Q: 3 clusters Score -1971438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1971449.750000 Penalty: 4711.229980
	Iteration 40F: 3 clusters Score -1971450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1971454.750000 Penalty: 4711.229980
	Iteration 41Q: 3 clusters Score -1971455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1971459.625000 Penalty: 4711.229980
	Iteration 42Q: 3 clusters Score -1971460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1971463.875000 Penalty: 4711.229980
	Iteration 43Q: 3 clusters Score -1971464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1971464.750000 Penalty: 4711.229980
	Iteration 44Q: 3 clusters Score -1971465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1971465.125000 Penalty: 4711.229980
	Iteration 45Q: 3 clusters Score -1971465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1971466.250000 Penalty: 4711.229980
	Iteration 46Q: 3 clusters Score -1971466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1971466.875000 Penalty: 4711.229980
	Iteration 47Q: 3 clusters Score -1971467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1971468.500000 Penalty: 4711.229980
	Iteration 48Q: 3 clusters Score -1971468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1971468.250000 Penalty: 4711.229980
	Iteration 49Q: 3 clusters Score -1971468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1971466.625000 Penalty: 4711.229980
	Iteration 50Q: 3 clusters Score -1971467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1971468.875000 Penalty: 4711.229980
	Iteration 51Q: 3 clusters Score -1971469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1971466.875000 Penalty: 4711.229980
	Iteration 52Q: 3 clusters Score -1971467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1971469.625000 Penalty: 4711.229980
	Iteration 53Q: 3 clusters Score -1971470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1971469.625000 Penalty: 4711.229980
	Iteration 54Q: 3 clusters Score -1971470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1971472.250000 Penalty: 4711.229980
	Iteration 55Q: 3 clusters Score -1971472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1971472.750000 Penalty: 4711.229980
	Iteration 56Q: 3 clusters Score -1971473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1971471.625000 Penalty: 4711.229980
	Iteration 57Q: 3 clusters Score -1971472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1971471.625000 Penalty: 4711.229980
	Iteration 58F: 3 clusters Score -1971472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 6069 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Mstep: Class 40 contains 7270 members 
Entering Unmasked Estep 
Score: -120379128.000000 Penalty: 134782.437500
Splitting cluster 22 changes total score from -120379160.000000 to -120379128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -1479585.000000 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -1479585 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 4880 members 
Entering Unmasked Estep 
Score: -1472056.125000 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -1472056 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1474383.375000 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -1474383 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1474809.875000 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -1474810 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1475151.500000 Penalty: 4560.126953
	Iteration 3F: 3 clusters Score -1475152 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1475503.000000 Penalty: 4560.126953
	Iteration 4F: 3 clusters Score -1475503 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1475837.875000 Penalty: 4560.126953
	Iteration 5F: 3 clusters Score -1475838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1476138.875000 Penalty: 4560.126953
	Iteration 6Q: 3 clusters Score -1476139 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1476436.875000 Penalty: 4560.126953
	Iteration 7Q: 3 clusters Score -1476437 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1476688.875000 Penalty: 4560.126953
	Iteration 8Q: 3 clusters Score -1476689 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1476959.625000 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -1476960 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1477286.500000 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -1477286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1477607.875000 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -1477608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1477850.375000 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -1477850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1478098.250000 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -1478098 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1478298.250000 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -1478298 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1478480.125000 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -1478480 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1478596.375000 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -1478596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1478676.250000 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -1478676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1478725.750000 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -1478726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1478754.000000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -1478754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1478772.000000 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -1478772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1478790.000000 Penalty: 4560.126953
	Iteration 21Q: 3 clusters Score -1478790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1478795.000000 Penalty: 4560.126953
	Iteration 22Q: 3 clusters Score -1478795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1478801.250000 Penalty: 4560.126953
	Iteration 23Q: 3 clusters Score -1478801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1478803.250000 Penalty: 4560.126953
	Iteration 24Q: 3 clusters Score -1478803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1478803.750000 Penalty: 4560.126953
	Iteration 25Q: 3 clusters Score -1478804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1478807.375000 Penalty: 4560.126953
	Iteration 26Q: 3 clusters Score -1478807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1478810.125000 Penalty: 4560.126953
	Iteration 27Q: 3 clusters Score -1478810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1478811.000000 Penalty: 4560.126953
	Iteration 28Q: 3 clusters Score -1478811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1478813.625000 Penalty: 4560.126953
	Iteration 29Q: 3 clusters Score -1478814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1478812.000000 Penalty: 4560.126953
	Iteration 30Q: 3 clusters Score -1478812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1478816.000000 Penalty: 4560.126953
	Iteration 31Q: 3 clusters Score -1478816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1478814.625000 Penalty: 4560.126953
	Iteration 32Q: 3 clusters Score -1478815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1478815.000000 Penalty: 4560.126953
	Iteration 33Q: 3 clusters Score -1478815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1478815.000000 Penalty: 4560.126953
	Iteration 34F: 3 clusters Score -1478815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Entering Unmasked Estep 
Score: -9606886.000000 Penalty: 2734.833984
	Iteration 0F: 2 clusters Score -9606886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -9565825.000000 Penalty: 5469.667969
	Iteration 0F: 3 clusters Score -9565825 nChanged 28394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -9582111.000000 Penalty: 5469.667969
	Iteration 1F: 3 clusters Score -9582111 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -9583190.000000 Penalty: 5469.667969
	Iteration 2Q: 3 clusters Score -9583190 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9584537.000000 Penalty: 5469.667969
	Iteration 3F: 3 clusters Score -9584537 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -9586124.000000 Penalty: 5469.667969
	Iteration 4F: 3 clusters Score -9586124 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -9588026.000000 Penalty: 5469.667969
	Iteration 5F: 3 clusters Score -9588026 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -9589794.000000 Penalty: 5469.667969
	Iteration 6F: 3 clusters Score -9589794 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -9591181.000000 Penalty: 5469.667969
	Iteration 7F: 3 clusters Score -9591181 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9592126.000000 Penalty: 5469.667969
	Iteration 8Q: 3 clusters Score -9592126 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -9592819.000000 Penalty: 5469.667969
	Iteration 9Q: 3 clusters Score -9592819 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -9593310.000000 Penalty: 5469.667969
	Iteration 10Q: 3 clusters Score -9593310 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -9593757.000000 Penalty: 5469.667969
	Iteration 11Q: 3 clusters Score -9593757 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -9594181.000000 Penalty: 5469.667969
	Iteration 12Q: 3 clusters Score -9594181 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -9594557.000000 Penalty: 5469.667969
	Iteration 13Q: 3 clusters Score -9594557 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -9595144.000000 Penalty: 5469.667969
	Iteration 14Q: 3 clusters Score -9595144 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -9595892.000000 Penalty: 5469.667969
	Iteration 15Q: 3 clusters Score -9595892 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -9596879.000000 Penalty: 5469.667969
	Iteration 16Q: 3 clusters Score -9596879 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -9598015.000000 Penalty: 5469.667969
	Iteration 17Q: 3 clusters Score -9598015 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -9599294.000000 Penalty: 5469.667969
	Iteration 18Q: 3 clusters Score -9599294 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -9600569.000000 Penalty: 5469.667969
	Iteration 19Q: 3 clusters Score -9600569 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -9601573.000000 Penalty: 5469.667969
	Iteration 20F: 3 clusters Score -9601573 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -9602431.000000 Penalty: 5469.667969
	Iteration 21Q: 3 clusters Score -9602431 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -9602978.000000 Penalty: 5469.667969
	Iteration 22Q: 3 clusters Score -9602978 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -9603459.000000 Penalty: 5469.667969
	Iteration 23Q: 3 clusters Score -9603459 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -9603723.000000 Penalty: 5469.667969
	Iteration 24Q: 3 clusters Score -9603723 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -9603928.000000 Penalty: 5469.667969
	Iteration 25Q: 3 clusters Score -9603928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -9604119.000000 Penalty: 5469.667969
	Iteration 26Q: 3 clusters Score -9604119 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -9604262.000000 Penalty: 5469.667969
	Iteration 27Q: 3 clusters Score -9604262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -9604339.000000 Penalty: 5469.667969
	Iteration 28Q: 3 clusters Score -9604339 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -9604381.000000 Penalty: 5469.667969
	Iteration 29Q: 3 clusters Score -9604381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -9604414.000000 Penalty: 5469.667969
	Iteration 30Q: 3 clusters Score -9604414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -9604475.000000 Penalty: 5469.667969
	Iteration 31Q: 3 clusters Score -9604475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -9604499.000000 Penalty: 5469.667969
	Iteration 32Q: 3 clusters Score -9604499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -9604532.000000 Penalty: 5469.667969
	Iteration 33Q: 3 clusters Score -9604532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -9604565.000000 Penalty: 5469.667969
	Iteration 34Q: 3 clusters Score -9604565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -9604582.000000 Penalty: 5469.667969
	Iteration 35Q: 3 clusters Score -9604582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -9604603.000000 Penalty: 5469.667969
	Iteration 36Q: 3 clusters Score -9604603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -9604610.000000 Penalty: 5469.667969
	Iteration 37Q: 3 clusters Score -9604610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -9604611.000000 Penalty: 5469.667969
	Iteration 38Q: 3 clusters Score -9604611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -9604603.000000 Penalty: 5469.667969
	Iteration 39Q: 3 clusters Score -9604603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -9604615.000000 Penalty: 5469.667969
	Iteration 40F: 3 clusters Score -9604615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -9604617.000000 Penalty: 5469.667969
	Iteration 41Q: 3 clusters Score -9604617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -9604629.000000 Penalty: 5469.667969
	Iteration 42Q: 3 clusters Score -9604629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -9604621.000000 Penalty: 5469.667969
	Iteration 43Q: 3 clusters Score -9604621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -9604626.000000 Penalty: 5469.667969
	Iteration 44Q: 3 clusters Score -9604626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -9604638.000000 Penalty: 5469.667969
	Iteration 45Q: 3 clusters Score -9604638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -9604631.000000 Penalty: 5469.667969
	Iteration 46Q: 3 clusters Score -9604631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -9604642.000000 Penalty: 5469.667969
	Iteration 47Q: 3 clusters Score -9604642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -9604644.000000 Penalty: 5469.667969
	Iteration 48Q: 3 clusters Score -9604644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -9604650.000000 Penalty: 5469.667969
	Iteration 49Q: 3 clusters Score -9604650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -9604652.000000 Penalty: 5469.667969
	Iteration 50Q: 3 clusters Score -9604652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -9604652.000000 Penalty: 5469.667969
	Iteration 51Q: 3 clusters Score -9604652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -9604654.000000 Penalty: 5469.667969
	Iteration 52Q: 3 clusters Score -9604654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -9604656.000000 Penalty: 5469.667969
	Iteration 53Q: 3 clusters Score -9604656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -9604655.000000 Penalty: 5469.667969
	Iteration 54Q: 3 clusters Score -9604655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -9604654.000000 Penalty: 5469.667969
	Iteration 55Q: 3 clusters Score -9604654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -9604652.000000 Penalty: 5469.667969
	Iteration 56Q: 3 clusters Score -9604652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -9604653.000000 Penalty: 5469.667969
	Iteration 57Q: 3 clusters Score -9604653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -9604662.000000 Penalty: 5469.667969
	Iteration 58Q: 3 clusters Score -9604662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -9604659.000000 Penalty: 5469.667969
	Iteration 59Q: 3 clusters Score -9604659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -9604659.000000 Penalty: 5469.667969
	Iteration 60F: 3 clusters Score -9604659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Entering Unmasked Estep 
Score: -4383314.500000 Penalty: 2539.881836
	Iteration 0F: 2 clusters Score -4383314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4363900.500000 Penalty: 5079.763672
	Iteration 0F: 3 clusters Score -4363900 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4371235.000000 Penalty: 5079.763672
	Iteration 1F: 3 clusters Score -4371235 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4372210.500000 Penalty: 5079.763672
	Iteration 2F: 3 clusters Score -4372210 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4373344.500000 Penalty: 5079.763672
	Iteration 3F: 3 clusters Score -4373344 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4374599.500000 Penalty: 5079.763672
	Iteration 4F: 3 clusters Score -4374600 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4375782.500000 Penalty: 5079.763672
	Iteration 5F: 3 clusters Score -4375782 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4376649.500000 Penalty: 5079.763672
	Iteration 6F: 3 clusters Score -4376650 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4377255.000000 Penalty: 5079.763672
	Iteration 7Q: 3 clusters Score -4377255 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4377662.000000 Penalty: 5079.763672
	Iteration 8Q: 3 clusters Score -4377662 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4377999.000000 Penalty: 5079.763672
	Iteration 9Q: 3 clusters Score -4377999 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4378346.000000 Penalty: 5079.763672
	Iteration 10Q: 3 clusters Score -4378346 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4378688.000000 Penalty: 5079.763672
	Iteration 11Q: 3 clusters Score -4378688 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4379054.000000 Penalty: 5079.763672
	Iteration 12Q: 3 clusters Score -4379054 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4379426.000000 Penalty: 5079.763672
	Iteration 13Q: 3 clusters Score -4379426 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4379759.500000 Penalty: 5079.763672
	Iteration 14Q: 3 clusters Score -4379760 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4380070.500000 Penalty: 5079.763672
	Iteration 15Q: 3 clusters Score -4380070 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4380369.000000 Penalty: 5079.763672
	Iteration 16Q: 3 clusters Score -4380369 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4380599.500000 Penalty: 5079.763672
	Iteration 17Q: 3 clusters Score -4380600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4380778.000000 Penalty: 5079.763672
	Iteration 18Q: 3 clusters Score -4380778 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4380930.500000 Penalty: 5079.763672
	Iteration 19Q: 3 clusters Score -4380930 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4381019.000000 Penalty: 5079.763672
	Iteration 20F: 3 clusters Score -4381019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4381080.000000 Penalty: 5079.763672
	Iteration 21Q: 3 clusters Score -4381080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4381122.000000 Penalty: 5079.763672
	Iteration 22Q: 3 clusters Score -4381122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4381157.500000 Penalty: 5079.763672
	Iteration 23Q: 3 clusters Score -4381158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4381180.500000 Penalty: 5079.763672
	Iteration 24Q: 3 clusters Score -4381180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4381196.500000 Penalty: 5079.763672
	Iteration 25Q: 3 clusters Score -4381196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4381218.500000 Penalty: 5079.763672
	Iteration 26Q: 3 clusters Score -4381218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4381227.000000 Penalty: 5079.763672
	Iteration 27Q: 3 clusters Score -4381227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4381230.000000 Penalty: 5079.763672
	Iteration 28Q: 3 clusters Score -4381230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4381236.500000 Penalty: 5079.763672
	Iteration 29Q: 3 clusters Score -4381236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4381241.500000 Penalty: 5079.763672
	Iteration 30Q: 3 clusters Score -4381242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4381249.500000 Penalty: 5079.763672
	Iteration 31Q: 3 clusters Score -4381250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4381256.000000 Penalty: 5079.763672
	Iteration 32Q: 3 clusters Score -4381256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4381262.500000 Penalty: 5079.763672
	Iteration 33Q: 3 clusters Score -4381262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4381267.000000 Penalty: 5079.763672
	Iteration 34Q: 3 clusters Score -4381267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4381272.500000 Penalty: 5079.763672
	Iteration 35Q: 3 clusters Score -4381272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4381278.500000 Penalty: 5079.763672
	Iteration 36Q: 3 clusters Score -4381278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4381283.000000 Penalty: 5079.763672
	Iteration 37Q: 3 clusters Score -4381283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4381281.500000 Penalty: 5079.763672
	Iteration 38Q: 3 clusters Score -4381282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4381281.000000 Penalty: 5079.763672
	Iteration 39Q: 3 clusters Score -4381281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4381280.500000 Penalty: 5079.763672
	Iteration 40F: 3 clusters Score -4381280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4381287.000000 Penalty: 5079.763672
	Iteration 41Q: 3 clusters Score -4381287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4381288.500000 Penalty: 5079.763672
	Iteration 42Q: 3 clusters Score -4381288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4381292.500000 Penalty: 5079.763672
	Iteration 43Q: 3 clusters Score -4381292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4381291.500000 Penalty: 5079.763672
	Iteration 44Q: 3 clusters Score -4381292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4381289.500000 Penalty: 5079.763672
	Iteration 45Q: 3 clusters Score -4381290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4381289.500000 Penalty: 5079.763672
	Iteration 46F: 3 clusters Score -4381290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -1135470.625000 Penalty: 2216.397705
	Iteration 0F: 2 clusters Score -1135471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1129310.125000 Penalty: 4432.795410
	Iteration 0F: 3 clusters Score -1129310 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1131003.000000 Penalty: 4432.795410
	Iteration 1F: 3 clusters Score -1131003 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1131405.375000 Penalty: 4432.795410
	Iteration 2F: 3 clusters Score -1131405 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1131722.500000 Penalty: 4432.795410
	Iteration 3F: 3 clusters Score -1131722 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1132029.125000 Penalty: 4432.795410
	Iteration 4F: 3 clusters Score -1132029 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1132323.375000 Penalty: 4432.795410
	Iteration 5F: 3 clusters Score -1132323 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1132569.875000 Penalty: 4432.795410
	Iteration 6Q: 3 clusters Score -1132570 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1132812.125000 Penalty: 4432.795410
	Iteration 7Q: 3 clusters Score -1132812 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1133048.750000 Penalty: 4432.795410
	Iteration 8Q: 3 clusters Score -1133049 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1133231.750000 Penalty: 4432.795410
	Iteration 9Q: 3 clusters Score -1133232 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1133364.375000 Penalty: 4432.795410
	Iteration 10Q: 3 clusters Score -1133364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1133456.500000 Penalty: 4432.795410
	Iteration 11Q: 3 clusters Score -1133456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1133540.125000 Penalty: 4432.795410
	Iteration 12Q: 3 clusters Score -1133540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1133622.375000 Penalty: 4432.795410
	Iteration 13Q: 3 clusters Score -1133622 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1133681.125000 Penalty: 4432.795410
	Iteration 14Q: 3 clusters Score -1133681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1133721.250000 Penalty: 4432.795410
	Iteration 15Q: 3 clusters Score -1133721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1133756.625000 Penalty: 4432.795410
	Iteration 16Q: 3 clusters Score -1133757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1133783.750000 Penalty: 4432.795410
	Iteration 17Q: 3 clusters Score -1133784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1133812.125000 Penalty: 4432.795410
	Iteration 18Q: 3 clusters Score -1133812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1133844.250000 Penalty: 4432.795410
	Iteration 19Q: 3 clusters Score -1133844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1133874.625000 Penalty: 4432.795410
	Iteration 20F: 3 clusters Score -1133875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1133906.125000 Penalty: 4432.795410
	Iteration 21Q: 3 clusters Score -1133906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1133941.625000 Penalty: 4432.795410
	Iteration 22Q: 3 clusters Score -1133942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1133962.500000 Penalty: 4432.795410
	Iteration 23Q: 3 clusters Score -1133962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1133980.250000 Penalty: 4432.795410
	Iteration 24Q: 3 clusters Score -1133980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1133989.625000 Penalty: 4432.795410
	Iteration 25Q: 3 clusters Score -1133990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1133996.500000 Penalty: 4432.795410
	Iteration 26Q: 3 clusters Score -1133996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1134006.875000 Penalty: 4432.795410
	Iteration 27Q: 3 clusters Score -1134007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1134010.250000 Penalty: 4432.795410
	Iteration 28Q: 3 clusters Score -1134010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1134017.875000 Penalty: 4432.795410
	Iteration 29Q: 3 clusters Score -1134018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1134017.750000 Penalty: 4432.795410
	Iteration 30Q: 3 clusters Score -1134018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1134022.875000 Penalty: 4432.795410
	Iteration 31Q: 3 clusters Score -1134023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1134023.625000 Penalty: 4432.795410
	Iteration 32Q: 3 clusters Score -1134024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1134027.250000 Penalty: 4432.795410
	Iteration 33Q: 3 clusters Score -1134027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1134027.250000 Penalty: 4432.795410
	Iteration 34Q: 3 clusters Score -1134027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1134027.375000 Penalty: 4432.795410
	Iteration 35Q: 3 clusters Score -1134027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1134029.375000 Penalty: 4432.795410
	Iteration 36Q: 3 clusters Score -1134029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1134030.750000 Penalty: 4432.795410
	Iteration 37Q: 3 clusters Score -1134031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1134029.875000 Penalty: 4432.795410
	Iteration 38Q: 3 clusters Score -1134030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1134033.125000 Penalty: 4432.795410
	Iteration 39Q: 3 clusters Score -1134033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1134037.375000 Penalty: 4432.795410
	Iteration 40F: 3 clusters Score -1134037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1134037.250000 Penalty: 4432.795410
	Iteration 41Q: 3 clusters Score -1134037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1134039.000000 Penalty: 4432.795410
	Iteration 42Q: 3 clusters Score -1134039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1134040.625000 Penalty: 4432.795410
	Iteration 43Q: 3 clusters Score -1134041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1134040.875000 Penalty: 4432.795410
	Iteration 44Q: 3 clusters Score -1134041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1134043.375000 Penalty: 4432.795410
	Iteration 45Q: 3 clusters Score -1134043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1134043.750000 Penalty: 4432.795410
	Iteration 46Q: 3 clusters Score -1134044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1134041.625000 Penalty: 4432.795410
	Iteration 47Q: 3 clusters Score -1134042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1134042.250000 Penalty: 4432.795410
	Iteration 48Q: 3 clusters Score -1134042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1134043.000000 Penalty: 4432.795410
	Iteration 49Q: 3 clusters Score -1134043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1134043.000000 Penalty: 4432.795410
	Iteration 50F: 3 clusters Score -1134043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -158954.859375 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -158954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156939.984375 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -156940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -157252.328125 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -157252.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157347.187500 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -157347.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157391.625000 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -157391.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157414.640625 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -157414.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -157445.390625 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -157445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -157458.421875 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -157458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -157469.140625 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -157469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -157479.406250 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -157479.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -157486.734375 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -157486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -157491.812500 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -157491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157495.093750 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -157495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157496.359375 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -157496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157501.656250 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -157501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157513.734375 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -157513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -157521.453125 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -157521.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157527.109375 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -157527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157531.671875 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -157531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157534.062500 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -157534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157537.421875 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -157537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -157538.000000 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -157538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -241912.437500 Penalty: 1832.611938
	Iteration 0F: 2 clusters Score -241912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239569.031250 Penalty: 3665.223877
	Iteration 0F: 3 clusters Score -239569 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -240005.078125 Penalty: 3665.223877
	Iteration 1F: 3 clusters Score -240005.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -240146.703125 Penalty: 3665.223877
	Iteration 2F: 3 clusters Score -240146.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -240240.859375 Penalty: 3665.223877
	Iteration 3Q: 3 clusters Score -240240.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240363.921875 Penalty: 3665.223877
	Iteration 4Q: 3 clusters Score -240363.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -240511.484375 Penalty: 3665.223877
	Iteration 5Q: 3 clusters Score -240511.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -240707.734375 Penalty: 3665.223877
	Iteration 6F: 3 clusters Score -240707.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240984.890625 Penalty: 3665.223877
	Iteration 7F: 3 clusters Score -240984.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -241360.890625 Penalty: 3665.223877
	Iteration 8F: 3 clusters Score -241360.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -241771.046875 Penalty: 3665.223877
	Iteration 9F: 3 clusters Score -241771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242089.281250 Penalty: 3665.223877
	Iteration 10F: 3 clusters Score -242089.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -242427.937500 Penalty: 3665.223877
	Iteration 11Q: 3 clusters Score -242427.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -242811.375000 Penalty: 3665.223877
	Iteration 12Q: 3 clusters Score -242811.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -242841.437500 Penalty: 3665.223877
	Iteration 13Q: 3 clusters Score -242841.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242887.953125 Penalty: 3665.223877
	Iteration 14Q: 3 clusters Score -242888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242991.328125 Penalty: 3665.223877
	Iteration 15Q: 3 clusters Score -242991.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243150.609375 Penalty: 3665.223877
	Iteration 16Q: 3 clusters Score -243150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -243236.500000 Penalty: 3665.223877
	Iteration 17Q: 3 clusters Score -243236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243243.375000 Penalty: 3665.223877
	Iteration 18Q: 3 clusters Score -243243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243243.375000 Penalty: 3665.223877
	Iteration 19F: 3 clusters Score -243243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 685 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Mstep: Class 40 contains 934 members 
Entering Unmasked Estep 
Score: -120379128.000000 Penalty: 134782.437500
Splitting cluster 28 changes total score from -120379160.000000 to -120379128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -68485.359375 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -68485.36 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 256 members 
Entering Unmasked Estep 
Score: -67046.750000 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -67046.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67194.406250 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -67194.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67248.953125 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -67248.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67266.039062 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -67266.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67271.906250 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -67271.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67271.906250 Penalty: 3047.516113
	Iteration 5F: 3 clusters Score -67271.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -194800.359375 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -194800.4 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 735 members 
Entering Unmasked Estep 
Score: -192576.468750 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -192576.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -193133.343750 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -193133.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -193600.468750 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -193600.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -194079.828125 Penalty: 3602.958984
	Iteration 3F: 3 clusters Score -194079.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -194461.812500 Penalty: 3602.958984
	Iteration 4F: 3 clusters Score -194461.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194709.718750 Penalty: 3602.958984
	Iteration 5F: 3 clusters Score -194709.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -194848.343750 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -194848.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194910.890625 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -194910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194948.890625 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -194948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194981.781250 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -194981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195003.265625 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -195003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195006.453125 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -195006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -195009.515625 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -195009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -195010.765625 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -195010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -195010.765625 Penalty: 3602.958984
	Iteration 14F: 3 clusters Score -195010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 753 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
Score: -120377800.000000 Penalty: 134782.437500
Splitting cluster 30 changes total score from -120379160.000000 to -120377800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (64779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Entering Unmasked Estep 
Score: -10006798.000000 Penalty: 2747.526611
	Iteration 0F: 2 clusters Score -1.00068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -9963361.000000 Penalty: 5495.053223
	Iteration 0F: 3 clusters Score -9963361 nChanged 30290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -9980390.000000 Penalty: 5495.053223
	Iteration 1F: 3 clusters Score -9980390 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -9981386.000000 Penalty: 5495.053223
	Iteration 2Q: 3 clusters Score -9981386 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -9982773.000000 Penalty: 5495.053223
	Iteration 3Q: 3 clusters Score -9982773 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -9984535.000000 Penalty: 5495.053223
	Iteration 4F: 3 clusters Score -9984535 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -9987044.000000 Penalty: 5495.053223
	Iteration 5F: 3 clusters Score -9987044 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -9990186.000000 Penalty: 5495.053223
	Iteration 6F: 3 clusters Score -9990186 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9993553.000000 Penalty: 5495.053223
	Iteration 7F: 3 clusters Score -9993553 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -9996828.000000 Penalty: 5495.053223
	Iteration 8F: 3 clusters Score -9996828 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -9999539.000000 Penalty: 5495.053223
	Iteration 9F: 3 clusters Score -9999539 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -10001478.000000 Penalty: 5495.053223
	Iteration 10Q: 3 clusters Score -1.000148e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -10002687.000000 Penalty: 5495.053223
	Iteration 11Q: 3 clusters Score -1.000269e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -10003384.000000 Penalty: 5495.053223
	Iteration 12Q: 3 clusters Score -1.000338e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -10003783.000000 Penalty: 5495.053223
	Iteration 13Q: 3 clusters Score -1.000378e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -10004033.000000 Penalty: 5495.053223
	Iteration 14Q: 3 clusters Score -1.000403e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -10004178.000000 Penalty: 5495.053223
	Iteration 15Q: 3 clusters Score -1.000418e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -10004269.000000 Penalty: 5495.053223
	Iteration 16Q: 3 clusters Score -1.000427e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -10004312.000000 Penalty: 5495.053223
	Iteration 17Q: 3 clusters Score -1.000431e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -10004374.000000 Penalty: 5495.053223
	Iteration 18Q: 3 clusters Score -1.000437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -10004402.000000 Penalty: 5495.053223
	Iteration 19Q: 3 clusters Score -1.00044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -10004406.000000 Penalty: 5495.053223
	Iteration 20F: 3 clusters Score -1.000441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -10004438.000000 Penalty: 5495.053223
	Iteration 21Q: 3 clusters Score -1.000444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -10004452.000000 Penalty: 5495.053223
	Iteration 22Q: 3 clusters Score -1.000445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -10004459.000000 Penalty: 5495.053223
	Iteration 23Q: 3 clusters Score -1.000446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -10004461.000000 Penalty: 5495.053223
	Iteration 24Q: 3 clusters Score -1.000446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -10004467.000000 Penalty: 5495.053223
	Iteration 25Q: 3 clusters Score -1.000447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -10004466.000000 Penalty: 5495.053223
	Iteration 26Q: 3 clusters Score -1.000447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -10004471.000000 Penalty: 5495.053223
	Iteration 27Q: 3 clusters Score -1.000447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -10004475.000000 Penalty: 5495.053223
	Iteration 28Q: 3 clusters Score -1.000448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -10004481.000000 Penalty: 5495.053223
	Iteration 29Q: 3 clusters Score -1.000448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -10004490.000000 Penalty: 5495.053223
	Iteration 30Q: 3 clusters Score -1.000449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -10004505.000000 Penalty: 5495.053223
	Iteration 31Q: 3 clusters Score -1.00045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -10004507.000000 Penalty: 5495.053223
	Iteration 32Q: 3 clusters Score -1.000451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -10004511.000000 Penalty: 5495.053223
	Iteration 33Q: 3 clusters Score -1.000451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -10004520.000000 Penalty: 5495.053223
	Iteration 34Q: 3 clusters Score -1.000452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -10004519.000000 Penalty: 5495.053223
	Iteration 35Q: 3 clusters Score -1.000452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -10004524.000000 Penalty: 5495.053223
	Iteration 36Q: 3 clusters Score -1.000452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -10004524.000000 Penalty: 5495.053223
	Iteration 37F: 3 clusters Score -1.000452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Entering Unmasked Estep 
Score: -10942648.000000 Penalty: 2763.910156
	Iteration 0F: 2 clusters Score -1.094265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -10897561.000000 Penalty: 5527.820312
	Iteration 0F: 3 clusters Score -1.089756e+07 nChanged 32334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -10915807.000000 Penalty: 5527.820312
	Iteration 1F: 3 clusters Score -1.091581e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -10916647.000000 Penalty: 5527.820312
	Iteration 2Q: 3 clusters Score -1.091665e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -10917731.000000 Penalty: 5527.820312
	Iteration 3Q: 3 clusters Score -1.091773e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -10919441.000000 Penalty: 5527.820312
	Iteration 4F: 3 clusters Score -1.091944e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -10921868.000000 Penalty: 5527.820312
	Iteration 5F: 3 clusters Score -1.092187e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -10924985.000000 Penalty: 5527.820312
	Iteration 6F: 3 clusters Score -1.092498e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -10928085.000000 Penalty: 5527.820312
	Iteration 7F: 3 clusters Score -1.092808e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -10931000.000000 Penalty: 5527.820312
	Iteration 8F: 3 clusters Score -1.0931e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -10933470.000000 Penalty: 5527.820312
	Iteration 9Q: 3 clusters Score -1.093347e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -10935248.000000 Penalty: 5527.820312
	Iteration 10Q: 3 clusters Score -1.093525e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -10936401.000000 Penalty: 5527.820312
	Iteration 11Q: 3 clusters Score -1.09364e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -10937039.000000 Penalty: 5527.820312
	Iteration 12Q: 3 clusters Score -1.093704e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -10937506.000000 Penalty: 5527.820312
	Iteration 13Q: 3 clusters Score -1.093751e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -10937863.000000 Penalty: 5527.820312
	Iteration 14Q: 3 clusters Score -1.093786e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -10938137.000000 Penalty: 5527.820312
	Iteration 15Q: 3 clusters Score -1.093814e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -10938448.000000 Penalty: 5527.820312
	Iteration 16Q: 3 clusters Score -1.093845e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -10938710.000000 Penalty: 5527.820312
	Iteration 17Q: 3 clusters Score -1.093871e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -10938918.000000 Penalty: 5527.820312
	Iteration 18Q: 3 clusters Score -1.093892e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -10939107.000000 Penalty: 5527.820312
	Iteration 19Q: 3 clusters Score -1.093911e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -10939297.000000 Penalty: 5527.820312
	Iteration 20F: 3 clusters Score -1.09393e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -10939477.000000 Penalty: 5527.820312
	Iteration 21Q: 3 clusters Score -1.093948e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -10939593.000000 Penalty: 5527.820312
	Iteration 22Q: 3 clusters Score -1.093959e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -10939724.000000 Penalty: 5527.820312
	Iteration 23Q: 3 clusters Score -1.093972e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -10939837.000000 Penalty: 5527.820312
	Iteration 24Q: 3 clusters Score -1.093984e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -10939861.000000 Penalty: 5527.820312
	Iteration 25Q: 3 clusters Score -1.093986e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -10939938.000000 Penalty: 5527.820312
	Iteration 26Q: 3 clusters Score -1.093994e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -10939949.000000 Penalty: 5527.820312
	Iteration 27Q: 3 clusters Score -1.093995e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -10939964.000000 Penalty: 5527.820312
	Iteration 28Q: 3 clusters Score -1.093996e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -10940026.000000 Penalty: 5527.820312
	Iteration 29Q: 3 clusters Score -1.094003e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -10940050.000000 Penalty: 5527.820312
	Iteration 30Q: 3 clusters Score -1.094005e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -10940069.000000 Penalty: 5527.820312
	Iteration 31Q: 3 clusters Score -1.094007e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -10940146.000000 Penalty: 5527.820312
	Iteration 32Q: 3 clusters Score -1.094015e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -10940193.000000 Penalty: 5527.820312
	Iteration 33Q: 3 clusters Score -1.094019e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -10940212.000000 Penalty: 5527.820312
	Iteration 34Q: 3 clusters Score -1.094021e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -10940257.000000 Penalty: 5527.820312
	Iteration 35Q: 3 clusters Score -1.094026e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -10940286.000000 Penalty: 5527.820312
	Iteration 36Q: 3 clusters Score -1.094029e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -10940327.000000 Penalty: 5527.820312
	Iteration 37Q: 3 clusters Score -1.094033e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -10940344.000000 Penalty: 5527.820312
	Iteration 38Q: 3 clusters Score -1.094034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -10940346.000000 Penalty: 5527.820312
	Iteration 39Q: 3 clusters Score -1.094035e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -10940365.000000 Penalty: 5527.820312
	Iteration 40F: 3 clusters Score -1.094036e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -10940374.000000 Penalty: 5527.820312
	Iteration 41Q: 3 clusters Score -1.094037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -10940381.000000 Penalty: 5527.820312
	Iteration 42Q: 3 clusters Score -1.094038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -10940376.000000 Penalty: 5527.820312
	Iteration 43Q: 3 clusters Score -1.094038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -10940365.000000 Penalty: 5527.820312
	Iteration 44Q: 3 clusters Score -1.094036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -10940394.000000 Penalty: 5527.820312
	Iteration 45Q: 3 clusters Score -1.094039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -10940424.000000 Penalty: 5527.820312
	Iteration 46Q: 3 clusters Score -1.094042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -10940424.000000 Penalty: 5527.820312
	Iteration 47Q: 3 clusters Score -1.094042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -10940425.000000 Penalty: 5527.820312
	Iteration 48Q: 3 clusters Score -1.094042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -10940422.000000 Penalty: 5527.820312
	Iteration 49Q: 3 clusters Score -1.094042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -10940426.000000 Penalty: 5527.820312
	Iteration 50Q: 3 clusters Score -1.094043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -10940426.000000 Penalty: 5527.820312
	Iteration 51Q: 3 clusters Score -1.094043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -10940443.000000 Penalty: 5527.820312
	Iteration 52Q: 3 clusters Score -1.094044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -10940452.000000 Penalty: 5527.820312
	Iteration 53Q: 3 clusters Score -1.094045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -10940447.000000 Penalty: 5527.820312
	Iteration 54Q: 3 clusters Score -1.094045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -10940452.000000 Penalty: 5527.820312
	Iteration 55Q: 3 clusters Score -1.094045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -10940453.000000 Penalty: 5527.820312
	Iteration 56Q: 3 clusters Score -1.094045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -10940459.000000 Penalty: 5527.820312
	Iteration 57Q: 3 clusters Score -1.094046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -10940471.000000 Penalty: 5527.820312
	Iteration 58Q: 3 clusters Score -1.094047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -10940462.000000 Penalty: 5527.820312
	Iteration 59Q: 3 clusters Score -1.094046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -10940461.000000 Penalty: 5527.820312
	Iteration 60F: 3 clusters Score -1.094046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -10940454.000000 Penalty: 5527.820312
	Iteration 61Q: 3 clusters Score -1.094045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -10940461.000000 Penalty: 5527.820312
	Iteration 62Q: 3 clusters Score -1.094046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -10940464.000000 Penalty: 5527.820312
	Iteration 63Q: 3 clusters Score -1.094046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -10940466.000000 Penalty: 5527.820312
	Iteration 64Q: 3 clusters Score -1.094047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -10940475.000000 Penalty: 5527.820312
	Iteration 65Q: 3 clusters Score -1.094048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -10940478.000000 Penalty: 5527.820312
	Iteration 66Q: 3 clusters Score -1.094048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -10940484.000000 Penalty: 5527.820312
	Iteration 67Q: 3 clusters Score -1.094048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -10940480.000000 Penalty: 5527.820312
	Iteration 68Q: 3 clusters Score -1.094048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -10940490.000000 Penalty: 5527.820312
	Iteration 69Q: 3 clusters Score -1.094049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -10940493.000000 Penalty: 5527.820312
	Iteration 70Q: 3 clusters Score -1.094049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -10940509.000000 Penalty: 5527.820312
	Iteration 71Q: 3 clusters Score -1.094051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -10940500.000000 Penalty: 5527.820312
	Iteration 72Q: 3 clusters Score -1.09405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -10940505.000000 Penalty: 5527.820312
	Iteration 73Q: 3 clusters Score -1.09405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -10940506.000000 Penalty: 5527.820312
	Iteration 74Q: 3 clusters Score -1.094051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -10940504.000000 Penalty: 5527.820312
	Iteration 75Q: 3 clusters Score -1.09405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -10940509.000000 Penalty: 5527.820312
	Iteration 76Q: 3 clusters Score -1.094051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -10940510.000000 Penalty: 5527.820312
	Iteration 77Q: 3 clusters Score -1.094051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -10940511.000000 Penalty: 5527.820312
	Iteration 78Q: 3 clusters Score -1.094051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -10940509.000000 Penalty: 5527.820312
	Iteration 79Q: 3 clusters Score -1.094051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -10940512.000000 Penalty: 5527.820312
	Iteration 80F: 3 clusters Score -1.094051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -10940511.000000 Penalty: 5527.820312
	Iteration 81Q: 3 clusters Score -1.094051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -10940511.000000 Penalty: 5527.820312
	Iteration 82F: 3 clusters Score -1.094051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -87754.320312 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -87754.32 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 315 members 
Entering Unmasked Estep 
Score: -86279.281250 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -86279.28 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86677.429688 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -86677.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86878.585938 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -86878.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87157.414062 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -87157.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87604.796875 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -87604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87893.867188 Penalty: 3237.141602
	Iteration 5F: 3 clusters Score -87893.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87977.585938 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -87977.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88087.679688 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -88087.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88189.968750 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -88189.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88219.015625 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -88219.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88231.242188 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -88231.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88233.843750 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -88233.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88241.187500 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -88241.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88241.187500 Penalty: 3237.141602
	Iteration 13F: 3 clusters Score -88241.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 31886 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Mstep: Class 40 contains 487 members 
Entering Unmasked Estep 
Score: -120378072.000000 Penalty: 134782.437500
Splitting cluster 33 changes total score from -120379160.000000 to -120378072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (20923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Entering Unmasked Estep 
Score: -3275513.500000 Penalty: 2467.253906
	Iteration 0F: 2 clusters Score -3275514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3260931.500000 Penalty: 4934.507812
	Iteration 0F: 3 clusters Score -3260932 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3265751.500000 Penalty: 4934.507812
	Iteration 1F: 3 clusters Score -3265752 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3266197.750000 Penalty: 4934.507812
	Iteration 2F: 3 clusters Score -3266198 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3266521.250000 Penalty: 4934.507812
	Iteration 3Q: 3 clusters Score -3266521 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3266769.750000 Penalty: 4934.507812
	Iteration 4Q: 3 clusters Score -3266770 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3266979.750000 Penalty: 4934.507812
	Iteration 5Q: 3 clusters Score -3266980 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3267173.750000 Penalty: 4934.507812
	Iteration 6Q: 3 clusters Score -3267174 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3267337.250000 Penalty: 4934.507812
	Iteration 7Q: 3 clusters Score -3267337 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3267496.000000 Penalty: 4934.507812
	Iteration 8Q: 3 clusters Score -3267496 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3267656.750000 Penalty: 4934.507812
	Iteration 9Q: 3 clusters Score -3267657 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3267857.500000 Penalty: 4934.507812
	Iteration 10Q: 3 clusters Score -3267858 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3268156.250000 Penalty: 4934.507812
	Iteration 11Q: 3 clusters Score -3268156 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3268566.250000 Penalty: 4934.507812
	Iteration 12Q: 3 clusters Score -3268566 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3269121.500000 Penalty: 4934.507812
	Iteration 13Q: 3 clusters Score -3269122 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3269917.750000 Penalty: 4934.507812
	Iteration 14F: 3 clusters Score -3269918 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3270834.250000 Penalty: 4934.507812
	Iteration 15F: 3 clusters Score -3270834 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3271628.000000 Penalty: 4934.507812
	Iteration 16Q: 3 clusters Score -3271628 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3272223.000000 Penalty: 4934.507812
	Iteration 17Q: 3 clusters Score -3272223 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3272627.500000 Penalty: 4934.507812
	Iteration 18Q: 3 clusters Score -3272628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3272873.500000 Penalty: 4934.507812
	Iteration 19Q: 3 clusters Score -3272874 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3273039.750000 Penalty: 4934.507812
	Iteration 20F: 3 clusters Score -3273040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3273133.500000 Penalty: 4934.507812
	Iteration 21Q: 3 clusters Score -3273134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3273179.250000 Penalty: 4934.507812
	Iteration 22Q: 3 clusters Score -3273179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3273229.500000 Penalty: 4934.507812
	Iteration 23Q: 3 clusters Score -3273230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3273269.000000 Penalty: 4934.507812
	Iteration 24Q: 3 clusters Score -3273269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3273303.750000 Penalty: 4934.507812
	Iteration 25Q: 3 clusters Score -3273304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3273317.500000 Penalty: 4934.507812
	Iteration 26Q: 3 clusters Score -3273318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3273365.000000 Penalty: 4934.507812
	Iteration 27Q: 3 clusters Score -3273365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3273394.000000 Penalty: 4934.507812
	Iteration 28Q: 3 clusters Score -3273394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3273410.000000 Penalty: 4934.507812
	Iteration 29Q: 3 clusters Score -3273410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3273421.750000 Penalty: 4934.507812
	Iteration 30Q: 3 clusters Score -3273422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3273426.750000 Penalty: 4934.507812
	Iteration 31Q: 3 clusters Score -3273427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3273431.750000 Penalty: 4934.507812
	Iteration 32Q: 3 clusters Score -3273432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3273435.750000 Penalty: 4934.507812
	Iteration 33Q: 3 clusters Score -3273436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3273438.500000 Penalty: 4934.507812
	Iteration 34Q: 3 clusters Score -3273438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3273445.250000 Penalty: 4934.507812
	Iteration 35Q: 3 clusters Score -3273445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3273447.000000 Penalty: 4934.507812
	Iteration 36Q: 3 clusters Score -3273447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3273446.500000 Penalty: 4934.507812
	Iteration 37Q: 3 clusters Score -3273446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3273452.500000 Penalty: 4934.507812
	Iteration 38Q: 3 clusters Score -3273452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3273452.500000 Penalty: 4934.507812
	Iteration 39F: 3 clusters Score -3273452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -454279.562500 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -454279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -451045.968750 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -451046 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -452075.406250 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -452075.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -452673.781250 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -452673.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -453158.000000 Penalty: 3987.422363
	Iteration 3F: 3 clusters Score -453158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -453435.343750 Penalty: 3987.422363
	Iteration 4F: 3 clusters Score -453435.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -453582.718750 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -453582.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -453672.437500 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -453672.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -453764.468750 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -453764.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -453850.093750 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -453850.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -453906.906250 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -453906.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453934.625000 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -453934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -453950.875000 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -453950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -453959.031250 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -453959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -453961.875000 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -453961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -453963.156250 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -453963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -453965.531250 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -453965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -453966.343750 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -453966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -453967.312500 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -453967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -453967.437500 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -453967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -453967.437500 Penalty: 3987.422363
	Iteration 19F: 3 clusters Score -453967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Entering Unmasked Estep 
Score: -4927737.500000 Penalty: 2571.740723
	Iteration 0F: 2 clusters Score -4927738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4905983.000000 Penalty: 5143.481445
	Iteration 0F: 3 clusters Score -4905983 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4914217.500000 Penalty: 5143.481445
	Iteration 1F: 3 clusters Score -4914218 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4915048.000000 Penalty: 5143.481445
	Iteration 2F: 3 clusters Score -4915048 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -4915945.000000 Penalty: 5143.481445
	Iteration 3F: 3 clusters Score -4915945 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4917023.500000 Penalty: 5143.481445
	Iteration 4F: 3 clusters Score -4917024 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4918422.500000 Penalty: 5143.481445
	Iteration 5F: 3 clusters Score -4918422 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4920104.500000 Penalty: 5143.481445
	Iteration 6F: 3 clusters Score -4920104 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4922081.000000 Penalty: 5143.481445
	Iteration 7F: 3 clusters Score -4922081 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4924168.500000 Penalty: 5143.481445
	Iteration 8F: 3 clusters Score -4924168 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4926002.500000 Penalty: 5143.481445
	Iteration 9F: 3 clusters Score -4926002 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4927147.000000 Penalty: 5143.481445
	Iteration 10Q: 3 clusters Score -4927147 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4927750.000000 Penalty: 5143.481445
	Iteration 11Q: 3 clusters Score -4927750 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4928030.500000 Penalty: 5143.481445
	Iteration 12Q: 3 clusters Score -4928030 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4928183.500000 Penalty: 5143.481445
	Iteration 13Q: 3 clusters Score -4928184 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4928206.500000 Penalty: 5143.481445
	Iteration 14Q: 3 clusters Score -4928206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4928274.500000 Penalty: 5143.481445
	Iteration 15Q: 3 clusters Score -4928274 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4928304.500000 Penalty: 5143.481445
	Iteration 16Q: 3 clusters Score -4928304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4928323.000000 Penalty: 5143.481445
	Iteration 17Q: 3 clusters Score -4928323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4928338.000000 Penalty: 5143.481445
	Iteration 18Q: 3 clusters Score -4928338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4928335.000000 Penalty: 5143.481445
	Iteration 19Q: 3 clusters Score -4928335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4928348.500000 Penalty: 5143.481445
	Iteration 20F: 3 clusters Score -4928348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4928362.500000 Penalty: 5143.481445
	Iteration 21Q: 3 clusters Score -4928362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4928379.500000 Penalty: 5143.481445
	Iteration 22Q: 3 clusters Score -4928380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4928372.000000 Penalty: 5143.481445
	Iteration 23Q: 3 clusters Score -4928372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4928382.500000 Penalty: 5143.481445
	Iteration 24Q: 3 clusters Score -4928382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4928406.500000 Penalty: 5143.481445
	Iteration 25Q: 3 clusters Score -4928406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4928410.000000 Penalty: 5143.481445
	Iteration 26Q: 3 clusters Score -4928410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4928418.500000 Penalty: 5143.481445
	Iteration 27Q: 3 clusters Score -4928418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4928477.500000 Penalty: 5143.481445
	Iteration 28Q: 3 clusters Score -4928478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4928489.000000 Penalty: 5143.481445
	Iteration 29Q: 3 clusters Score -4928489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4928514.500000 Penalty: 5143.481445
	Iteration 30Q: 3 clusters Score -4928514 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4928560.000000 Penalty: 5143.481445
	Iteration 31Q: 3 clusters Score -4928560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4928608.500000 Penalty: 5143.481445
	Iteration 32Q: 3 clusters Score -4928608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4928666.000000 Penalty: 5143.481445
	Iteration 33Q: 3 clusters Score -4928666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4928705.000000 Penalty: 5143.481445
	Iteration 34Q: 3 clusters Score -4928705 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4928754.500000 Penalty: 5143.481445
	Iteration 35Q: 3 clusters Score -4928754 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4928810.000000 Penalty: 5143.481445
	Iteration 36Q: 3 clusters Score -4928810 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4928832.000000 Penalty: 5143.481445
	Iteration 37Q: 3 clusters Score -4928832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4928860.500000 Penalty: 5143.481445
	Iteration 38Q: 3 clusters Score -4928860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4928878.500000 Penalty: 5143.481445
	Iteration 39Q: 3 clusters Score -4928878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4928873.000000 Penalty: 5143.481445
	Iteration 40F: 3 clusters Score -4928873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4928884.500000 Penalty: 5143.481445
	Iteration 41Q: 3 clusters Score -4928884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4928878.000000 Penalty: 5143.481445
	Iteration 42Q: 3 clusters Score -4928878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4928887.500000 Penalty: 5143.481445
	Iteration 43Q: 3 clusters Score -4928888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4928892.500000 Penalty: 5143.481445
	Iteration 44Q: 3 clusters Score -4928892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4928891.000000 Penalty: 5143.481445
	Iteration 45Q: 3 clusters Score -4928891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4928891.000000 Penalty: 5143.481445
	Iteration 46Q: 3 clusters Score -4928891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4928892.500000 Penalty: 5143.481445
	Iteration 47Q: 3 clusters Score -4928892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4928891.000000 Penalty: 5143.481445
	Iteration 48Q: 3 clusters Score -4928891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4928895.500000 Penalty: 5143.481445
	Iteration 49Q: 3 clusters Score -4928896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4928892.000000 Penalty: 5143.481445
	Iteration 50Q: 3 clusters Score -4928892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4928892.500000 Penalty: 5143.481445
	Iteration 51Q: 3 clusters Score -4928892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4928892.500000 Penalty: 5143.481445
	Iteration 52Q: 3 clusters Score -4928892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4928895.500000 Penalty: 5143.481445
	Iteration 53Q: 3 clusters Score -4928896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4928895.500000 Penalty: 5143.481445
	Iteration 54Q: 3 clusters Score -4928896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4928892.000000 Penalty: 5143.481445
	Iteration 55Q: 3 clusters Score -4928892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4928894.000000 Penalty: 5143.481445
	Iteration 56Q: 3 clusters Score -4928894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4928894.500000 Penalty: 5143.481445
	Iteration 57Q: 3 clusters Score -4928894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4928896.000000 Penalty: 5143.481445
	Iteration 58Q: 3 clusters Score -4928896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4928897.500000 Penalty: 5143.481445
	Iteration 59Q: 3 clusters Score -4928898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4928901.000000 Penalty: 5143.481445
	Iteration 60F: 3 clusters Score -4928901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4928900.500000 Penalty: 5143.481445
	Iteration 61Q: 3 clusters Score -4928900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -4928897.000000 Penalty: 5143.481445
	Iteration 62Q: 3 clusters Score -4928897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4928899.500000 Penalty: 5143.481445
	Iteration 63Q: 3 clusters Score -4928900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4928901.000000 Penalty: 5143.481445
	Iteration 64Q: 3 clusters Score -4928901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4928904.000000 Penalty: 5143.481445
	Iteration 65Q: 3 clusters Score -4928904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4928904.000000 Penalty: 5143.481445
	Iteration 66Q: 3 clusters Score -4928904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4928908.500000 Penalty: 5143.481445
	Iteration 67Q: 3 clusters Score -4928908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4928903.500000 Penalty: 5143.481445
	Iteration 68Q: 3 clusters Score -4928904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4928902.500000 Penalty: 5143.481445
	Iteration 69Q: 3 clusters Score -4928902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4928908.500000 Penalty: 5143.481445
	Iteration 70Q: 3 clusters Score -4928908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4928905.000000 Penalty: 5143.481445
	Iteration 71Q: 3 clusters Score -4928905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -4928900.000000 Penalty: 5143.481445
	Iteration 72Q: 3 clusters Score -4928900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4928905.000000 Penalty: 5143.481445
	Iteration 73Q: 3 clusters Score -4928905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4928904.000000 Penalty: 5143.481445
	Iteration 74Q: 3 clusters Score -4928904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4928905.000000 Penalty: 5143.481445
	Iteration 75Q: 3 clusters Score -4928905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4928905.000000 Penalty: 5143.481445
	Iteration 76F: 3 clusters Score -4928905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 20426 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Mstep: Class 39 contains 4104 members 
Mstep: Class 40 contains 11460 members 
Entering Unmasked Estep 
Score: -120379344.000000 Penalty: 134782.437500
Splitting cluster 36 changes total score from -120379160.000000 to -120379344.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 37 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -1011998.250000 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -1011998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1006362.375000 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -1006362 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1007959.187500 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -1007959 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1008285.750000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -1008286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1008535.500000 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -1008536 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1008749.312500 Penalty: 4376.821289
	Iteration 4Q: 3 clusters Score -1008749 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1008960.812500 Penalty: 4376.821289
	Iteration 5Q: 3 clusters Score -1008961 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1009174.062500 Penalty: 4376.821289
	Iteration 6Q: 3 clusters Score -1009174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1009371.437500 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -1009371 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1009521.250000 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -1009521 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1009659.187500 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -1009659 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1009784.875000 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -1009785 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1009884.812500 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -1009885 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1009961.625000 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -1009962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1010049.625000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -1010050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1010122.312500 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -1010122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1010173.187500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -1010173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1010206.750000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -1010207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1010232.625000 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -1010233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1010256.687500 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -1010257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1010275.000000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -1010275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1010291.562500 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -1010292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1010313.062500 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -1010313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1010342.437500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -1010342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1010366.125000 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -1010366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1010387.750000 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -1010388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1010401.000000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -1010401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1010416.750000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -1010417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1010428.875000 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -1010429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1010442.875000 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -1010443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1010451.500000 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -1010452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1010459.375000 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -1010459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1010465.187500 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -1010465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1010469.375000 Penalty: 4376.821289
	Iteration 32Q: 3 clusters Score -1010469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1010473.500000 Penalty: 4376.821289
	Iteration 33Q: 3 clusters Score -1010474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1010475.062500 Penalty: 4376.821289
	Iteration 34Q: 3 clusters Score -1010475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1010475.000000 Penalty: 4376.821289
	Iteration 35Q: 3 clusters Score -1010475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1010477.937500 Penalty: 4376.821289
	Iteration 36Q: 3 clusters Score -1010478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1010481.937500 Penalty: 4376.821289
	Iteration 37Q: 3 clusters Score -1010482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1010481.000000 Penalty: 4376.821289
	Iteration 38Q: 3 clusters Score -1010481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1010483.125000 Penalty: 4376.821289
	Iteration 39Q: 3 clusters Score -1010483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1010483.125000 Penalty: 4376.821289
	Iteration 40F: 3 clusters Score -1010483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -991109.937500 Penalty: 2183.918945
	Iteration 0F: 2 clusters Score -991109.9 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 3324 members 
Entering Unmasked Estep 
Score: -985566.000000 Penalty: 4367.837891
	Iteration 0F: 3 clusters Score -985566 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -987216.875000 Penalty: 4367.837891
	Iteration 1F: 3 clusters Score -987216.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -987651.812500 Penalty: 4367.837891
	Iteration 2F: 3 clusters Score -987651.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -988061.062500 Penalty: 4367.837891
	Iteration 3F: 3 clusters Score -988061.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -988460.500000 Penalty: 4367.837891
	Iteration 4F: 3 clusters Score -988460.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -988779.312500 Penalty: 4367.837891
	Iteration 5F: 3 clusters Score -988779.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -989031.500000 Penalty: 4367.837891
	Iteration 6Q: 3 clusters Score -989031.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -989261.062500 Penalty: 4367.837891
	Iteration 7Q: 3 clusters Score -989261.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -989490.625000 Penalty: 4367.837891
	Iteration 8Q: 3 clusters Score -989490.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -989711.500000 Penalty: 4367.837891
	Iteration 9Q: 3 clusters Score -989711.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -989940.000000 Penalty: 4367.837891
	Iteration 10Q: 3 clusters Score -989940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -990164.000000 Penalty: 4367.837891
	Iteration 11Q: 3 clusters Score -990164 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -990379.750000 Penalty: 4367.837891
	Iteration 12Q: 3 clusters Score -990379.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -990555.687500 Penalty: 4367.837891
	Iteration 13Q: 3 clusters Score -990555.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -990664.562500 Penalty: 4367.837891
	Iteration 14Q: 3 clusters Score -990664.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -990745.937500 Penalty: 4367.837891
	Iteration 15Q: 3 clusters Score -990745.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -990794.500000 Penalty: 4367.837891
	Iteration 16Q: 3 clusters Score -990794.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -990827.812500 Penalty: 4367.837891
	Iteration 17Q: 3 clusters Score -990827.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -990854.687500 Penalty: 4367.837891
	Iteration 18Q: 3 clusters Score -990854.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -990869.062500 Penalty: 4367.837891
	Iteration 19Q: 3 clusters Score -990869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -990876.625000 Penalty: 4367.837891
	Iteration 20F: 3 clusters Score -990876.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -990885.750000 Penalty: 4367.837891
	Iteration 21Q: 3 clusters Score -990885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -990894.812500 Penalty: 4367.837891
	Iteration 22Q: 3 clusters Score -990894.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -990901.437500 Penalty: 4367.837891
	Iteration 23Q: 3 clusters Score -990901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -990907.062500 Penalty: 4367.837891
	Iteration 24Q: 3 clusters Score -990907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -990914.250000 Penalty: 4367.837891
	Iteration 25Q: 3 clusters Score -990914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -990918.687500 Penalty: 4367.837891
	Iteration 26Q: 3 clusters Score -990918.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -990922.875000 Penalty: 4367.837891
	Iteration 27Q: 3 clusters Score -990922.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -990930.812500 Penalty: 4367.837891
	Iteration 28Q: 3 clusters Score -990930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -990935.312500 Penalty: 4367.837891
	Iteration 29Q: 3 clusters Score -990935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -990938.750000 Penalty: 4367.837891
	Iteration 30Q: 3 clusters Score -990938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -990942.500000 Penalty: 4367.837891
	Iteration 31Q: 3 clusters Score -990942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -990946.812500 Penalty: 4367.837891
	Iteration 32Q: 3 clusters Score -990946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -990950.562500 Penalty: 4367.837891
	Iteration 33Q: 3 clusters Score -990950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -990953.750000 Penalty: 4367.837891
	Iteration 34Q: 3 clusters Score -990953.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -990960.750000 Penalty: 4367.837891
	Iteration 35Q: 3 clusters Score -990960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -990964.562500 Penalty: 4367.837891
	Iteration 36Q: 3 clusters Score -990964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -990964.062500 Penalty: 4367.837891
	Iteration 37Q: 3 clusters Score -990964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -990965.875000 Penalty: 4367.837891
	Iteration 38Q: 3 clusters Score -990965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -990966.250000 Penalty: 4367.837891
	Iteration 39Q: 3 clusters Score -990966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -990966.250000 Penalty: 4367.837891
	Iteration 40F: 3 clusters Score -990966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 21783 members 
Mstep: Class 4 contains 56238 members 
Mstep: Class 5 contains 22056 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 16199 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 5523 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 55795 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52130 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11695 members 
Mstep: Class 21 contains 9112 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 61547 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7609 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 64779 members 
Mstep: Class 32 contains 69203 members 
Mstep: Class 33 contains 683 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 20426 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120381176.000000 Penalty: 134782.437500
Iteration 79Q: 41 clusters Score -1.203812e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 29560 members 
Mstep: Class 3 contains 21780 members 
Mstep: Class 4 contains 56191 members 
Mstep: Class 5 contains 22168 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 103895 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18143 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 32518 members 
Mstep: Class 15 contains 56190 members 
Mstep: Class 16 contains 16681 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52191 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 11891 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 13276 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 61546 members 
Mstep: Class 25 contains 28042 members 
Mstep: Class 26 contains 7691 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1618 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 65052 members 
Mstep: Class 32 contains 69170 members 
Mstep: Class 33 contains 685 members 
Mstep: Class 34 contains 20902 members 
Mstep: Class 35 contains 3101 members 
Mstep: Class 36 contains 20290 members 
Mstep: Class 37 contains 6829 members 
Mstep: Class 38 contains 6672 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 10594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120383584.000000 Penalty: 134782.437500
Iteration 80F: 41 clusters Score -1.203836e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 29313 members 
Mstep: Class 3 contains 21779 members 
Mstep: Class 4 contains 56133 members 
Mstep: Class 5 contains 22166 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 103873 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18086 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 32535 members 
Mstep: Class 15 contains 55508 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52194 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 9150 members 
Mstep: Class 22 contains 13224 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 61544 members 
Mstep: Class 25 contains 28048 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1618 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 64593 members 
Mstep: Class 32 contains 69108 members 
Mstep: Class 33 contains 689 members 
Mstep: Class 34 contains 20892 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 20209 members 
Mstep: Class 37 contains 6802 members 
Mstep: Class 38 contains 6669 members 
Mstep: Class 39 contains 4410 members 
Mstep: Class 40 contains 11390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120385472.000000 Penalty: 134782.437500
Iteration 81Q: 41 clusters Score -1.203855e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 56077 members 
Mstep: Class 5 contains 22176 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 9 contains 103853 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18032 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 32543 members 
Mstep: Class 15 contains 54986 members 
Mstep: Class 16 contains 16671 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52196 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12057 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 9877 members 
Mstep: Class 24 contains 61559 members 
Mstep: Class 25 contains 28054 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1618 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 64305 members 
Mstep: Class 32 contains 68959 members 
Mstep: Class 33 contains 693 members 
Mstep: Class 34 contains 20878 members 
Mstep: Class 35 contains 3100 members 
Mstep: Class 36 contains 20171 members 
Mstep: Class 37 contains 6790 members 
Mstep: Class 38 contains 6671 members 
Mstep: Class 39 contains 4744 members 
Mstep: Class 40 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120386560.000000 Penalty: 134782.437500
Iteration 82Q: 41 clusters Score -1.203866e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 28996 members 
Mstep: Class 3 contains 21755 members 
Mstep: Class 4 contains 56032 members 
Mstep: Class 5 contains 22155 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16350 members 
Mstep: Class 9 contains 103830 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17961 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 32545 members 
Mstep: Class 15 contains 54584 members 
Mstep: Class 16 contains 16669 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52197 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12152 members 
Mstep: Class 21 contains 9187 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 9868 members 
Mstep: Class 24 contains 61580 members 
Mstep: Class 25 contains 28067 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 64087 members 
Mstep: Class 32 contains 68781 members 
Mstep: Class 33 contains 696 members 
Mstep: Class 34 contains 20871 members 
Mstep: Class 35 contains 3103 members 
Mstep: Class 36 contains 20160 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 6678 members 
Mstep: Class 39 contains 5008 members 
Mstep: Class 40 contains 12460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387496.000000 Penalty: 134782.437500
Iteration 83Q: 41 clusters Score -1.203875e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 28847 members 
Mstep: Class 3 contains 21742 members 
Mstep: Class 4 contains 56007 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 103805 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 14 contains 32539 members 
Mstep: Class 15 contains 54251 members 
Mstep: Class 16 contains 16690 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52184 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12254 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 13154 members 
Mstep: Class 23 contains 9876 members 
Mstep: Class 24 contains 61585 members 
Mstep: Class 25 contains 28069 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63925 members 
Mstep: Class 32 contains 68558 members 
Mstep: Class 33 contains 698 members 
Mstep: Class 34 contains 20860 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 20131 members 
Mstep: Class 37 contains 6794 members 
Mstep: Class 38 contains 6686 members 
Mstep: Class 39 contains 5219 members 
Mstep: Class 40 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387864.000000 Penalty: 134782.437500
Iteration 84Q: 41 clusters Score -1.203879e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 21737 members 
Mstep: Class 4 contains 55970 members 
Mstep: Class 5 contains 22089 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16434 members 
Mstep: Class 9 contains 103782 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17872 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 32543 members 
Mstep: Class 15 contains 54064 members 
Mstep: Class 16 contains 16726 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52193 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12339 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 9876 members 
Mstep: Class 24 contains 61594 members 
Mstep: Class 25 contains 28069 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63790 members 
Mstep: Class 32 contains 68311 members 
Mstep: Class 33 contains 699 members 
Mstep: Class 34 contains 20856 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 20120 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 6694 members 
Mstep: Class 39 contains 5376 members 
Mstep: Class 40 contains 13366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120388600.000000 Penalty: 134782.437500
Iteration 85Q: 41 clusters Score -1.203886e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 28624 members 
Mstep: Class 3 contains 21727 members 
Mstep: Class 4 contains 55937 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16477 members 
Mstep: Class 9 contains 103762 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7214 members 
Mstep: Class 14 contains 32544 members 
Mstep: Class 15 contains 53951 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52191 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12388 members 
Mstep: Class 21 contains 9230 members 
Mstep: Class 22 contains 13123 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 61592 members 
Mstep: Class 25 contains 28072 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63680 members 
Mstep: Class 32 contains 68041 members 
Mstep: Class 33 contains 699 members 
Mstep: Class 34 contains 20849 members 
Mstep: Class 35 contains 3109 members 
Mstep: Class 36 contains 20124 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 6701 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 40 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389120.000000 Penalty: 134782.437500
Iteration 86Q: 41 clusters Score -1.203891e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 28543 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 55925 members 
Mstep: Class 5 contains 22036 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16514 members 
Mstep: Class 9 contains 103740 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17829 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 32551 members 
Mstep: Class 15 contains 53915 members 
Mstep: Class 16 contains 16784 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52200 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 9247 members 
Mstep: Class 22 contains 13098 members 
Mstep: Class 23 contains 9892 members 
Mstep: Class 24 contains 61587 members 
Mstep: Class 25 contains 28067 members 
Mstep: Class 26 contains 7726 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63596 members 
Mstep: Class 32 contains 67765 members 
Mstep: Class 33 contains 701 members 
Mstep: Class 34 contains 20846 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 20121 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 6714 members 
Mstep: Class 39 contains 5617 members 
Mstep: Class 40 contains 14024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389392.000000 Penalty: 134782.437500
Iteration 87Q: 41 clusters Score -1.203894e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 28455 members 
Mstep: Class 3 contains 21710 members 
Mstep: Class 4 contains 55913 members 
Mstep: Class 5 contains 22020 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16537 members 
Mstep: Class 9 contains 103735 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 14 contains 32550 members 
Mstep: Class 15 contains 53905 members 
Mstep: Class 16 contains 16798 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52211 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12442 members 
Mstep: Class 21 contains 9264 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 61588 members 
Mstep: Class 25 contains 28073 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63538 members 
Mstep: Class 32 contains 67450 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 20841 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 20112 members 
Mstep: Class 37 contains 6784 members 
Mstep: Class 38 contains 6712 members 
Mstep: Class 39 contains 5691 members 
Mstep: Class 40 contains 14345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120389896.000000 Penalty: 134782.437500
Iteration 88Q: 41 clusters Score -1.203899e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 28395 members 
Mstep: Class 3 contains 21703 members 
Mstep: Class 4 contains 55908 members 
Mstep: Class 5 contains 21993 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16566 members 
Mstep: Class 9 contains 103725 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17776 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 32550 members 
Mstep: Class 15 contains 53966 members 
Mstep: Class 16 contains 16810 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52225 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 9280 members 
Mstep: Class 22 contains 13063 members 
Mstep: Class 23 contains 9915 members 
Mstep: Class 24 contains 61586 members 
Mstep: Class 25 contains 28076 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63487 members 
Mstep: Class 32 contains 67106 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20836 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 20105 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 6712 members 
Mstep: Class 39 contains 5753 members 
Mstep: Class 40 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390016.000000 Penalty: 134782.437500
Iteration 89Q: 41 clusters Score -1.2039e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 28352 members 
Mstep: Class 3 contains 21701 members 
Mstep: Class 4 contains 55895 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 103707 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7441 members 
Mstep: Class 14 contains 32550 members 
Mstep: Class 15 contains 54088 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52228 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12469 members 
Mstep: Class 21 contains 9291 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 9916 members 
Mstep: Class 24 contains 61583 members 
Mstep: Class 25 contains 28078 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63429 members 
Mstep: Class 32 contains 66733 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20835 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 20094 members 
Mstep: Class 37 contains 6785 members 
Mstep: Class 38 contains 6715 members 
Mstep: Class 39 contains 5818 members 
Mstep: Class 40 contains 14912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390672.000000 Penalty: 134782.437500
Iteration 90Q: 41 clusters Score -1.203907e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 55883 members 
Mstep: Class 5 contains 21957 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16640 members 
Mstep: Class 9 contains 103688 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17727 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 32554 members 
Mstep: Class 15 contains 54227 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52227 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 13023 members 
Mstep: Class 23 contains 9913 members 
Mstep: Class 24 contains 61574 members 
Mstep: Class 25 contains 28083 members 
Mstep: Class 26 contains 7723 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63378 members 
Mstep: Class 32 contains 66377 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20834 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 20083 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 6712 members 
Mstep: Class 39 contains 5870 members 
Mstep: Class 40 contains 15159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390816.000000 Penalty: 134782.437500
Iteration 91Q: 41 clusters Score -1.203908e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 28250 members 
Mstep: Class 3 contains 21698 members 
Mstep: Class 4 contains 55874 members 
Mstep: Class 5 contains 21909 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16663 members 
Mstep: Class 9 contains 103675 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17714 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7496 members 
Mstep: Class 14 contains 32556 members 
Mstep: Class 15 contains 54399 members 
Mstep: Class 16 contains 16866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52225 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 13002 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 61577 members 
Mstep: Class 25 contains 28089 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 63344 members 
Mstep: Class 32 contains 66048 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20839 members 
Mstep: Class 35 contains 3108 members 
Mstep: Class 36 contains 20075 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 5906 members 
Mstep: Class 40 contains 15370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120390872.000000 Penalty: 134782.437500
Iteration 92Q: 41 clusters Score -1.203909e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 28210 members 
Mstep: Class 3 contains 21691 members 
Mstep: Class 4 contains 55858 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 103664 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17703 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7517 members 
Mstep: Class 14 contains 32560 members 
Mstep: Class 15 contains 54599 members 
Mstep: Class 16 contains 16882 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52226 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 9317 members 
Mstep: Class 22 contains 12997 members 
Mstep: Class 23 contains 9891 members 
Mstep: Class 24 contains 61573 members 
Mstep: Class 25 contains 28093 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 63309 members 
Mstep: Class 32 contains 65697 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20840 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 20060 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 5943 members 
Mstep: Class 40 contains 15571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391264.000000 Penalty: 134782.437500
Iteration 93Q: 41 clusters Score -1.203913e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 28189 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 55840 members 
Mstep: Class 5 contains 21851 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 103658 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7533 members 
Mstep: Class 14 contains 32562 members 
Mstep: Class 15 contains 54839 members 
Mstep: Class 16 contains 16898 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52225 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 9318 members 
Mstep: Class 22 contains 12983 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 61578 members 
Mstep: Class 25 contains 28096 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63290 members 
Mstep: Class 32 contains 65326 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20838 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 20052 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 5966 members 
Mstep: Class 40 contains 15729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391320.000000 Penalty: 134782.437500
Iteration 94Q: 41 clusters Score -1.203913e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 28166 members 
Mstep: Class 3 contains 21693 members 
Mstep: Class 4 contains 55820 members 
Mstep: Class 5 contains 21822 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16724 members 
Mstep: Class 9 contains 103647 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17667 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 32564 members 
Mstep: Class 15 contains 55111 members 
Mstep: Class 16 contains 16909 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52223 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 12973 members 
Mstep: Class 23 contains 9886 members 
Mstep: Class 24 contains 61580 members 
Mstep: Class 25 contains 28103 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63283 members 
Mstep: Class 32 contains 64940 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20835 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 20038 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6728 members 
Mstep: Class 39 contains 5984 members 
Mstep: Class 40 contains 15888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391672.000000 Penalty: 134782.437500
Iteration 95Q: 41 clusters Score -1.203917e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 28148 members 
Mstep: Class 3 contains 21689 members 
Mstep: Class 4 contains 55808 members 
Mstep: Class 5 contains 21810 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16739 members 
Mstep: Class 9 contains 103647 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17658 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7569 members 
Mstep: Class 14 contains 32565 members 
Mstep: Class 15 contains 55375 members 
Mstep: Class 16 contains 16920 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52224 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12593 members 
Mstep: Class 21 contains 9330 members 
Mstep: Class 22 contains 12962 members 
Mstep: Class 23 contains 9890 members 
Mstep: Class 24 contains 61580 members 
Mstep: Class 25 contains 28103 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63268 members 
Mstep: Class 32 contains 64554 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20834 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 20030 members 
Mstep: Class 37 contains 6810 members 
Mstep: Class 38 contains 6725 members 
Mstep: Class 39 contains 5999 members 
Mstep: Class 40 contains 16037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391616.000000 Penalty: 134782.437500
Iteration 96Q: 41 clusters Score -1.203916e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 28137 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 55799 members 
Mstep: Class 5 contains 21799 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16749 members 
Mstep: Class 9 contains 103641 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17650 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 32561 members 
Mstep: Class 15 contains 55660 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52227 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12608 members 
Mstep: Class 21 contains 9333 members 
Mstep: Class 22 contains 12959 members 
Mstep: Class 23 contains 9898 members 
Mstep: Class 24 contains 61582 members 
Mstep: Class 25 contains 28106 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63259 members 
Mstep: Class 32 contains 64140 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20833 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 20006 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6726 members 
Mstep: Class 39 contains 6016 members 
Mstep: Class 40 contains 16177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391480.000000 Penalty: 134782.437500
Iteration 97Q: 41 clusters Score -1.203915e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28120 members 
Mstep: Class 3 contains 21683 members 
Mstep: Class 4 contains 55785 members 
Mstep: Class 5 contains 21785 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 103636 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17642 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 32557 members 
Mstep: Class 15 contains 55990 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52236 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12619 members 
Mstep: Class 21 contains 9341 members 
Mstep: Class 22 contains 12961 members 
Mstep: Class 23 contains 9901 members 
Mstep: Class 24 contains 61584 members 
Mstep: Class 25 contains 28108 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63240 members 
Mstep: Class 32 contains 63723 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20831 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 19994 members 
Mstep: Class 37 contains 6808 members 
Mstep: Class 38 contains 6725 members 
Mstep: Class 39 contains 6034 members 
Mstep: Class 40 contains 16283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391536.000000 Penalty: 134782.437500
Iteration 98Q: 41 clusters Score -1.203915e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 28089 members 
Mstep: Class 3 contains 21673 members 
Mstep: Class 4 contains 55780 members 
Mstep: Class 5 contains 21776 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16766 members 
Mstep: Class 9 contains 103635 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17637 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 32555 members 
Mstep: Class 15 contains 56352 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52241 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12631 members 
Mstep: Class 21 contains 9348 members 
Mstep: Class 22 contains 12956 members 
Mstep: Class 23 contains 9897 members 
Mstep: Class 24 contains 61583 members 
Mstep: Class 25 contains 28108 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63223 members 
Mstep: Class 32 contains 63283 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20831 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 19978 members 
Mstep: Class 37 contains 6810 members 
Mstep: Class 38 contains 6728 members 
Mstep: Class 39 contains 6049 members 
Mstep: Class 40 contains 16400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391424.000000 Penalty: 134782.437500
Iteration 99Q: 41 clusters Score -1.203914e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 28058 members 
Mstep: Class 3 contains 21666 members 
Mstep: Class 4 contains 55774 members 
Mstep: Class 5 contains 21746 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16783 members 
Mstep: Class 9 contains 103632 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 32555 members 
Mstep: Class 15 contains 56704 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52251 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12644 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 12940 members 
Mstep: Class 23 contains 9900 members 
Mstep: Class 24 contains 61581 members 
Mstep: Class 25 contains 28110 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63210 members 
Mstep: Class 32 contains 62880 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20830 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 19967 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 6068 members 
Mstep: Class 40 contains 16497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391912.000000 Penalty: 134782.437500
Iteration 100F: 41 clusters Score -1.203919e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 28022 members 
Mstep: Class 3 contains 21657 members 
Mstep: Class 4 contains 55770 members 
Mstep: Class 5 contains 21737 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16798 members 
Mstep: Class 9 contains 103624 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17635 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7636 members 
Mstep: Class 14 contains 32556 members 
Mstep: Class 15 contains 57106 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52252 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 9373 members 
Mstep: Class 22 contains 12927 members 
Mstep: Class 23 contains 9898 members 
Mstep: Class 24 contains 61586 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1621 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63206 members 
Mstep: Class 32 contains 62407 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20827 members 
Mstep: Class 35 contains 3105 members 
Mstep: Class 36 contains 19971 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 6077 members 
Mstep: Class 40 contains 16590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391840.000000 Penalty: 134782.437500
Iteration 101Q: 41 clusters Score -1.203918e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 27993 members 
Mstep: Class 3 contains 21653 members 
Mstep: Class 4 contains 55765 members 
Mstep: Class 5 contains 21708 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 103619 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17638 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 32556 members 
Mstep: Class 15 contains 57486 members 
Mstep: Class 16 contains 16945 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52258 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 12910 members 
Mstep: Class 23 contains 9902 members 
Mstep: Class 24 contains 61587 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63206 members 
Mstep: Class 32 contains 61953 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20823 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19969 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6728 members 
Mstep: Class 39 contains 6082 members 
Mstep: Class 40 contains 16680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391824.000000 Penalty: 134782.437500
Iteration 102Q: 41 clusters Score -1.203918e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 27965 members 
Mstep: Class 3 contains 21643 members 
Mstep: Class 4 contains 55760 members 
Mstep: Class 5 contains 21694 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16833 members 
Mstep: Class 9 contains 103619 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17632 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 32561 members 
Mstep: Class 15 contains 57938 members 
Mstep: Class 16 contains 16948 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52264 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 12894 members 
Mstep: Class 23 contains 9902 members 
Mstep: Class 24 contains 61591 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63200 members 
Mstep: Class 32 contains 61465 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 19965 members 
Mstep: Class 37 contains 6803 members 
Mstep: Class 38 contains 6730 members 
Mstep: Class 39 contains 6087 members 
Mstep: Class 40 contains 16746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391672.000000 Penalty: 134782.437500
Iteration 103Q: 41 clusters Score -1.203917e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 21636 members 
Mstep: Class 4 contains 55760 members 
Mstep: Class 5 contains 21665 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 103613 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17621 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 32565 members 
Mstep: Class 15 contains 58370 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52264 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 12885 members 
Mstep: Class 23 contains 9897 members 
Mstep: Class 24 contains 61595 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63197 members 
Mstep: Class 32 contains 61025 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20823 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19954 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6730 members 
Mstep: Class 39 contains 6093 members 
Mstep: Class 40 contains 16807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391720.000000 Penalty: 134782.437500
Iteration 104Q: 41 clusters Score -1.203917e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 27921 members 
Mstep: Class 3 contains 21629 members 
Mstep: Class 4 contains 55759 members 
Mstep: Class 5 contains 21655 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 103601 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17615 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7686 members 
Mstep: Class 14 contains 32569 members 
Mstep: Class 15 contains 58792 members 
Mstep: Class 16 contains 16949 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52262 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12678 members 
Mstep: Class 21 contains 9399 members 
Mstep: Class 22 contains 12872 members 
Mstep: Class 23 contains 9894 members 
Mstep: Class 24 contains 61599 members 
Mstep: Class 25 contains 28110 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63185 members 
Mstep: Class 32 contains 60570 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20827 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19943 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6731 members 
Mstep: Class 39 contains 6106 members 
Mstep: Class 40 contains 16871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391776.000000 Penalty: 134782.437500
Iteration 105Q: 41 clusters Score -1.203918e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 27905 members 
Mstep: Class 3 contains 21623 members 
Mstep: Class 4 contains 55755 members 
Mstep: Class 5 contains 21630 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 103586 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17615 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7701 members 
Mstep: Class 14 contains 32572 members 
Mstep: Class 15 contains 59188 members 
Mstep: Class 16 contains 16949 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52261 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12675 members 
Mstep: Class 21 contains 9401 members 
Mstep: Class 22 contains 12866 members 
Mstep: Class 23 contains 9896 members 
Mstep: Class 24 contains 61601 members 
Mstep: Class 25 contains 28107 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63168 members 
Mstep: Class 32 contains 60147 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20826 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19938 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6737 members 
Mstep: Class 39 contains 6120 members 
Mstep: Class 40 contains 16938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391824.000000 Penalty: 134782.437500
Iteration 106Q: 41 clusters Score -1.203918e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 27890 members 
Mstep: Class 3 contains 21617 members 
Mstep: Class 4 contains 55751 members 
Mstep: Class 5 contains 21632 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16921 members 
Mstep: Class 9 contains 103576 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 32572 members 
Mstep: Class 15 contains 59561 members 
Mstep: Class 16 contains 16956 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52261 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 9406 members 
Mstep: Class 22 contains 12855 members 
Mstep: Class 23 contains 9890 members 
Mstep: Class 24 contains 61605 members 
Mstep: Class 25 contains 28107 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63152 members 
Mstep: Class 32 contains 59724 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20824 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19936 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6741 members 
Mstep: Class 39 contains 6135 members 
Mstep: Class 40 contains 17007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391816.000000 Penalty: 134782.437500
Iteration 107Q: 41 clusters Score -1.203918e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 27873 members 
Mstep: Class 3 contains 21616 members 
Mstep: Class 4 contains 55749 members 
Mstep: Class 5 contains 21613 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16936 members 
Mstep: Class 9 contains 103571 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17606 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7733 members 
Mstep: Class 14 contains 32571 members 
Mstep: Class 15 contains 59911 members 
Mstep: Class 16 contains 16959 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52259 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12677 members 
Mstep: Class 21 contains 9414 members 
Mstep: Class 22 contains 12844 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 61606 members 
Mstep: Class 25 contains 28105 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63149 members 
Mstep: Class 32 contains 59329 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20822 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19931 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6743 members 
Mstep: Class 39 contains 6138 members 
Mstep: Class 40 contains 17083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391912.000000 Penalty: 134782.437500
Iteration 108Q: 41 clusters Score -1.203919e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27847 members 
Mstep: Class 3 contains 21615 members 
Mstep: Class 4 contains 55749 members 
Mstep: Class 5 contains 21610 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 103558 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17603 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7748 members 
Mstep: Class 14 contains 32569 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52262 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 22 contains 12835 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 61603 members 
Mstep: Class 25 contains 28105 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63145 members 
Mstep: Class 32 contains 58938 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20822 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19930 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 6749 members 
Mstep: Class 39 contains 6143 members 
Mstep: Class 40 contains 17148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391960.000000 Penalty: 134782.437500
Iteration 109Q: 41 clusters Score -1.20392e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 27832 members 
Mstep: Class 3 contains 21616 members 
Mstep: Class 4 contains 55740 members 
Mstep: Class 5 contains 21594 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 103562 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 32573 members 
Mstep: Class 15 contains 60580 members 
Mstep: Class 16 contains 16968 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 9422 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 61603 members 
Mstep: Class 25 contains 28103 members 
Mstep: Class 26 contains 7719 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63144 members 
Mstep: Class 32 contains 58552 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20823 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19924 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 6757 members 
Mstep: Class 39 contains 6146 members 
Mstep: Class 40 contains 17201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392032.000000 Penalty: 134782.437500
Iteration 110Q: 41 clusters Score -1.20392e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 27806 members 
Mstep: Class 3 contains 21614 members 
Mstep: Class 4 contains 55738 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16977 members 
Mstep: Class 9 contains 103554 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17592 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7771 members 
Mstep: Class 14 contains 32577 members 
Mstep: Class 15 contains 60902 members 
Mstep: Class 16 contains 16973 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52266 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 22 contains 12822 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 61606 members 
Mstep: Class 25 contains 28102 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63143 members 
Mstep: Class 32 contains 58211 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20822 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19917 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6148 members 
Mstep: Class 40 contains 17244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392104.000000 Penalty: 134782.437500
Iteration 111Q: 41 clusters Score -1.203921e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 21613 members 
Mstep: Class 4 contains 55734 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16983 members 
Mstep: Class 9 contains 103553 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17589 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 61247 members 
Mstep: Class 16 contains 16973 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52264 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12710 members 
Mstep: Class 21 contains 9428 members 
Mstep: Class 22 contains 12821 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 61605 members 
Mstep: Class 25 contains 28106 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63138 members 
Mstep: Class 32 contains 57825 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20821 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19911 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6754 members 
Mstep: Class 39 contains 6151 members 
Mstep: Class 40 contains 17287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392232.000000 Penalty: 134782.437500
Iteration 112Q: 41 clusters Score -1.203922e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27783 members 
Mstep: Class 3 contains 21612 members 
Mstep: Class 4 contains 55731 members 
Mstep: Class 5 contains 21580 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 9 contains 103540 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 16974 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52267 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 9433 members 
Mstep: Class 22 contains 12816 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 61606 members 
Mstep: Class 25 contains 28107 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63134 members 
Mstep: Class 32 contains 57479 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20819 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19902 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6754 members 
Mstep: Class 39 contains 6152 members 
Mstep: Class 40 contains 17330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392152.000000 Penalty: 134782.437500
Iteration 113Q: 41 clusters Score -1.203922e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 27779 members 
Mstep: Class 3 contains 21612 members 
Mstep: Class 4 contains 55729 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17003 members 
Mstep: Class 9 contains 103535 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 32581 members 
Mstep: Class 15 contains 61884 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52267 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12718 members 
Mstep: Class 21 contains 9439 members 
Mstep: Class 22 contains 12805 members 
Mstep: Class 23 contains 9900 members 
Mstep: Class 24 contains 61608 members 
Mstep: Class 25 contains 28108 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63132 members 
Mstep: Class 32 contains 57107 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20818 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19898 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6754 members 
Mstep: Class 39 contains 6153 members 
Mstep: Class 40 contains 17363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392208.000000 Penalty: 134782.437500
Iteration 114Q: 41 clusters Score -1.203922e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27766 members 
Mstep: Class 3 contains 21614 members 
Mstep: Class 4 contains 55729 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17009 members 
Mstep: Class 9 contains 103532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7794 members 
Mstep: Class 14 contains 32581 members 
Mstep: Class 15 contains 62183 members 
Mstep: Class 16 contains 16982 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52267 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 9442 members 
Mstep: Class 22 contains 12796 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 61609 members 
Mstep: Class 25 contains 28108 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63131 members 
Mstep: Class 32 contains 56784 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20817 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19900 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6752 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392376.000000 Penalty: 134782.437500
Iteration 115Q: 41 clusters Score -1.203924e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27761 members 
Mstep: Class 3 contains 21612 members 
Mstep: Class 4 contains 55729 members 
Mstep: Class 5 contains 21548 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17011 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 32581 members 
Mstep: Class 15 contains 62417 members 
Mstep: Class 16 contains 16984 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52268 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 12789 members 
Mstep: Class 23 contains 9917 members 
Mstep: Class 24 contains 61610 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 7738 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63137 members 
Mstep: Class 32 contains 56508 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20817 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19898 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392384.000000 Penalty: 134782.437500
Iteration 116Q: 41 clusters Score -1.203924e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 55725 members 
Mstep: Class 5 contains 21545 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 62651 members 
Mstep: Class 16 contains 16989 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52271 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 12787 members 
Mstep: Class 23 contains 9918 members 
Mstep: Class 24 contains 61612 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63142 members 
Mstep: Class 32 contains 56244 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20818 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19890 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6752 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392512.000000 Penalty: 134782.437500
Iteration 117Q: 41 clusters Score -1.203925e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27752 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 55725 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 103532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 62857 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52273 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12733 members 
Mstep: Class 21 contains 9460 members 
Mstep: Class 22 contains 12785 members 
Mstep: Class 23 contains 9926 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63147 members 
Mstep: Class 32 contains 56008 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20816 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19881 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6750 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392448.000000 Penalty: 134782.437500
Iteration 118Q: 41 clusters Score -1.203924e+08 nChanged 556
Entering ConstructFrom: 
Score: -120392448.000000 Penalty: 134782.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -1069545.000000 Penalty: 2197.614746
	Iteration 0F: 2 clusters Score -1069545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1063707.875000 Penalty: 4395.229492
	Iteration 0F: 3 clusters Score -1063708 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1065366.250000 Penalty: 4395.229492
	Iteration 1F: 3 clusters Score -1065366 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1065689.000000 Penalty: 4395.229492
	Iteration 2F: 3 clusters Score -1065689 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1065902.375000 Penalty: 4395.229492
	Iteration 3F: 3 clusters Score -1065902 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1066111.375000 Penalty: 4395.229492
	Iteration 4Q: 3 clusters Score -1066111 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1066338.500000 Penalty: 4395.229492
	Iteration 5Q: 3 clusters Score -1066338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1066604.375000 Penalty: 4395.229492
	Iteration 6Q: 3 clusters Score -1066604 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1066883.500000 Penalty: 4395.229492
	Iteration 7Q: 3 clusters Score -1066884 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1067202.375000 Penalty: 4395.229492
	Iteration 8F: 3 clusters Score -1067202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1067533.125000 Penalty: 4395.229492
	Iteration 9F: 3 clusters Score -1067533 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1067799.500000 Penalty: 4395.229492
	Iteration 10Q: 3 clusters Score -1067800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1068004.750000 Penalty: 4395.229492
	Iteration 11Q: 3 clusters Score -1068005 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1068147.375000 Penalty: 4395.229492
	Iteration 12Q: 3 clusters Score -1068147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1068248.125000 Penalty: 4395.229492
	Iteration 13Q: 3 clusters Score -1068248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1068301.250000 Penalty: 4395.229492
	Iteration 14Q: 3 clusters Score -1068301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1068334.000000 Penalty: 4395.229492
	Iteration 15Q: 3 clusters Score -1068334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1068355.625000 Penalty: 4395.229492
	Iteration 16Q: 3 clusters Score -1068356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1068370.500000 Penalty: 4395.229492
	Iteration 17Q: 3 clusters Score -1068370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1068378.875000 Penalty: 4395.229492
	Iteration 18Q: 3 clusters Score -1068379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1068385.125000 Penalty: 4395.229492
	Iteration 19Q: 3 clusters Score -1068385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1068391.375000 Penalty: 4395.229492
	Iteration 20F: 3 clusters Score -1068391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1068399.375000 Penalty: 4395.229492
	Iteration 21Q: 3 clusters Score -1068399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1068404.125000 Penalty: 4395.229492
	Iteration 22Q: 3 clusters Score -1068404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1068407.625000 Penalty: 4395.229492
	Iteration 23Q: 3 clusters Score -1068408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1068410.250000 Penalty: 4395.229492
	Iteration 24Q: 3 clusters Score -1068410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1068408.625000 Penalty: 4395.229492
	Iteration 25Q: 3 clusters Score -1068409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1068410.250000 Penalty: 4395.229492
	Iteration 26Q: 3 clusters Score -1068410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1068412.000000 Penalty: 4395.229492
	Iteration 27Q: 3 clusters Score -1068412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1068412.000000 Penalty: 4395.229492
	Iteration 28F: 3 clusters Score -1068412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Entering Unmasked Estep 
Score: -4064329.750000 Penalty: 2537.214111
	Iteration 0F: 2 clusters Score -4064330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4045198.750000 Penalty: 5074.428223
	Iteration 0F: 3 clusters Score -4045199 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4052812.750000 Penalty: 5074.428223
	Iteration 1F: 3 clusters Score -4052813 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4054489.250000 Penalty: 5074.428223
	Iteration 2F: 3 clusters Score -4054489 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4056661.500000 Penalty: 5074.428223
	Iteration 3F: 3 clusters Score -4056662 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4058949.250000 Penalty: 5074.428223
	Iteration 4F: 3 clusters Score -4058949 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4060653.000000 Penalty: 5074.428223
	Iteration 5F: 3 clusters Score -4060653 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4061744.500000 Penalty: 5074.428223
	Iteration 6F: 3 clusters Score -4061744 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4062353.750000 Penalty: 5074.428223
	Iteration 7Q: 3 clusters Score -4062354 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4062733.750000 Penalty: 5074.428223
	Iteration 8Q: 3 clusters Score -4062734 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4062941.750000 Penalty: 5074.428223
	Iteration 9Q: 3 clusters Score -4062942 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4063117.750000 Penalty: 5074.428223
	Iteration 10Q: 3 clusters Score -4063118 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4063246.500000 Penalty: 5074.428223
	Iteration 11Q: 3 clusters Score -4063246 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4063349.000000 Penalty: 5074.428223
	Iteration 12Q: 3 clusters Score -4063349 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4063455.500000 Penalty: 5074.428223
	Iteration 13Q: 3 clusters Score -4063456 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4063525.500000 Penalty: 5074.428223
	Iteration 14Q: 3 clusters Score -4063526 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4063603.500000 Penalty: 5074.428223
	Iteration 15Q: 3 clusters Score -4063604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4063672.000000 Penalty: 5074.428223
	Iteration 16Q: 3 clusters Score -4063672 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4063728.750000 Penalty: 5074.428223
	Iteration 17Q: 3 clusters Score -4063729 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4063774.250000 Penalty: 5074.428223
	Iteration 18Q: 3 clusters Score -4063774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4063814.500000 Penalty: 5074.428223
	Iteration 19Q: 3 clusters Score -4063814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4063851.750000 Penalty: 5074.428223
	Iteration 20F: 3 clusters Score -4063852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4063860.500000 Penalty: 5074.428223
	Iteration 21Q: 3 clusters Score -4063860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4063885.000000 Penalty: 5074.428223
	Iteration 22Q: 3 clusters Score -4063885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4063902.500000 Penalty: 5074.428223
	Iteration 23Q: 3 clusters Score -4063902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4063913.000000 Penalty: 5074.428223
	Iteration 24Q: 3 clusters Score -4063913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4063924.250000 Penalty: 5074.428223
	Iteration 25Q: 3 clusters Score -4063924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4063945.250000 Penalty: 5074.428223
	Iteration 26Q: 3 clusters Score -4063945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4063951.250000 Penalty: 5074.428223
	Iteration 27Q: 3 clusters Score -4063951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4063962.750000 Penalty: 5074.428223
	Iteration 28Q: 3 clusters Score -4063963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4063967.750000 Penalty: 5074.428223
	Iteration 29Q: 3 clusters Score -4063968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4063977.500000 Penalty: 5074.428223
	Iteration 30Q: 3 clusters Score -4063978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4063983.500000 Penalty: 5074.428223
	Iteration 31Q: 3 clusters Score -4063984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4063974.000000 Penalty: 5074.428223
	Iteration 32Q: 3 clusters Score -4063974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4063990.250000 Penalty: 5074.428223
	Iteration 33Q: 3 clusters Score -4063990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4064003.500000 Penalty: 5074.428223
	Iteration 34Q: 3 clusters Score -4064004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4064010.000000 Penalty: 5074.428223
	Iteration 35Q: 3 clusters Score -4064010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4064004.750000 Penalty: 5074.428223
	Iteration 36Q: 3 clusters Score -4064005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4064010.500000 Penalty: 5074.428223
	Iteration 37Q: 3 clusters Score -4064010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4064020.750000 Penalty: 5074.428223
	Iteration 38Q: 3 clusters Score -4064021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4064032.500000 Penalty: 5074.428223
	Iteration 39Q: 3 clusters Score -4064032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4064047.750000 Penalty: 5074.428223
	Iteration 40F: 3 clusters Score -4064048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4064057.250000 Penalty: 5074.428223
	Iteration 41Q: 3 clusters Score -4064057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4064073.500000 Penalty: 5074.428223
	Iteration 42Q: 3 clusters Score -4064074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4064081.750000 Penalty: 5074.428223
	Iteration 43Q: 3 clusters Score -4064082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4064080.750000 Penalty: 5074.428223
	Iteration 44Q: 3 clusters Score -4064081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4064090.750000 Penalty: 5074.428223
	Iteration 45Q: 3 clusters Score -4064091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4064104.750000 Penalty: 5074.428223
	Iteration 46Q: 3 clusters Score -4064105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4064112.750000 Penalty: 5074.428223
	Iteration 47Q: 3 clusters Score -4064113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4064129.500000 Penalty: 5074.428223
	Iteration 48Q: 3 clusters Score -4064130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4064142.750000 Penalty: 5074.428223
	Iteration 49Q: 3 clusters Score -4064143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4064158.750000 Penalty: 5074.428223
	Iteration 50Q: 3 clusters Score -4064159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4064163.750000 Penalty: 5074.428223
	Iteration 51Q: 3 clusters Score -4064164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4064169.500000 Penalty: 5074.428223
	Iteration 52Q: 3 clusters Score -4064170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4064198.500000 Penalty: 5074.428223
	Iteration 53Q: 3 clusters Score -4064198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4064224.500000 Penalty: 5074.428223
	Iteration 54Q: 3 clusters Score -4064224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4064260.750000 Penalty: 5074.428223
	Iteration 55Q: 3 clusters Score -4064261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4064297.750000 Penalty: 5074.428223
	Iteration 56Q: 3 clusters Score -4064298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4064350.250000 Penalty: 5074.428223
	Iteration 57Q: 3 clusters Score -4064350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4064412.750000 Penalty: 5074.428223
	Iteration 58Q: 3 clusters Score -4064413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4064502.750000 Penalty: 5074.428223
	Iteration 59Q: 3 clusters Score -4064503 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4064572.500000 Penalty: 5074.428223
	Iteration 60F: 3 clusters Score -4064572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -4064623.000000 Penalty: 5074.428223
	Iteration 61Q: 3 clusters Score -4064623 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4064687.750000 Penalty: 5074.428223
	Iteration 62Q: 3 clusters Score -4064688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4064723.250000 Penalty: 5074.428223
	Iteration 63Q: 3 clusters Score -4064723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4064763.000000 Penalty: 5074.428223
	Iteration 64Q: 3 clusters Score -4064763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4064798.750000 Penalty: 5074.428223
	Iteration 65Q: 3 clusters Score -4064799 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4064842.750000 Penalty: 5074.428223
	Iteration 66Q: 3 clusters Score -4064843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4064860.500000 Penalty: 5074.428223
	Iteration 67Q: 3 clusters Score -4064860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4064894.000000 Penalty: 5074.428223
	Iteration 68Q: 3 clusters Score -4064894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4064907.750000 Penalty: 5074.428223
	Iteration 69Q: 3 clusters Score -4064908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4064926.500000 Penalty: 5074.428223
	Iteration 70Q: 3 clusters Score -4064926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4064937.750000 Penalty: 5074.428223
	Iteration 71Q: 3 clusters Score -4064938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4064957.750000 Penalty: 5074.428223
	Iteration 72Q: 3 clusters Score -4064958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4064967.500000 Penalty: 5074.428223
	Iteration 73Q: 3 clusters Score -4064968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4064976.750000 Penalty: 5074.428223
	Iteration 74Q: 3 clusters Score -4064977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4064990.000000 Penalty: 5074.428223
	Iteration 75Q: 3 clusters Score -4064990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -4064998.500000 Penalty: 5074.428223
	Iteration 76Q: 3 clusters Score -4064998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4065025.250000 Penalty: 5074.428223
	Iteration 77Q: 3 clusters Score -4065025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4065027.000000 Penalty: 5074.428223
	Iteration 78Q: 3 clusters Score -4065027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4065045.250000 Penalty: 5074.428223
	Iteration 79Q: 3 clusters Score -4065045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4065060.000000 Penalty: 5074.428223
	Iteration 80F: 3 clusters Score -4065060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4065068.250000 Penalty: 5074.428223
	Iteration 81Q: 3 clusters Score -4065068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4065071.750000 Penalty: 5074.428223
	Iteration 82Q: 3 clusters Score -4065072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4065081.000000 Penalty: 5074.428223
	Iteration 83Q: 3 clusters Score -4065081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4065089.250000 Penalty: 5074.428223
	Iteration 84Q: 3 clusters Score -4065089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4065090.250000 Penalty: 5074.428223
	Iteration 85Q: 3 clusters Score -4065090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4065099.000000 Penalty: 5074.428223
	Iteration 86Q: 3 clusters Score -4065099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4065090.750000 Penalty: 5074.428223
	Iteration 87Q: 3 clusters Score -4065091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4065086.500000 Penalty: 5074.428223
	Iteration 88Q: 3 clusters Score -4065086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4065098.250000 Penalty: 5074.428223
	Iteration 89Q: 3 clusters Score -4065098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4065108.500000 Penalty: 5074.428223
	Iteration 90Q: 3 clusters Score -4065108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4065107.000000 Penalty: 5074.428223
	Iteration 91Q: 3 clusters Score -4065107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4065112.000000 Penalty: 5074.428223
	Iteration 92Q: 3 clusters Score -4065112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4065110.750000 Penalty: 5074.428223
	Iteration 93Q: 3 clusters Score -4065111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4065118.000000 Penalty: 5074.428223
	Iteration 94Q: 3 clusters Score -4065118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4065118.750000 Penalty: 5074.428223
	Iteration 95Q: 3 clusters Score -4065119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4065120.500000 Penalty: 5074.428223
	Iteration 96Q: 3 clusters Score -4065120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4065117.000000 Penalty: 5074.428223
	Iteration 97Q: 3 clusters Score -4065117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4065122.250000 Penalty: 5074.428223
	Iteration 98Q: 3 clusters Score -4065122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4065117.750000 Penalty: 5074.428223
	Iteration 99Q: 3 clusters Score -4065118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4065115.500000 Penalty: 5074.428223
	Iteration 100F: 3 clusters Score -4065116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4065134.500000 Penalty: 5074.428223
	Iteration 101Q: 3 clusters Score -4065134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4065134.750000 Penalty: 5074.428223
	Iteration 102Q: 3 clusters Score -4065135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4065129.000000 Penalty: 5074.428223
	Iteration 103Q: 3 clusters Score -4065129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4065130.250000 Penalty: 5074.428223
	Iteration 104Q: 3 clusters Score -4065130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4065133.000000 Penalty: 5074.428223
	Iteration 105Q: 3 clusters Score -4065133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4065145.250000 Penalty: 5074.428223
	Iteration 106Q: 3 clusters Score -4065145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4065135.750000 Penalty: 5074.428223
	Iteration 107Q: 3 clusters Score -4065136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4065144.000000 Penalty: 5074.428223
	Iteration 108Q: 3 clusters Score -4065144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4065147.500000 Penalty: 5074.428223
	Iteration 109Q: 3 clusters Score -4065148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4065147.750000 Penalty: 5074.428223
	Iteration 110Q: 3 clusters Score -4065148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4065156.250000 Penalty: 5074.428223
	Iteration 111Q: 3 clusters Score -4065156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4065163.750000 Penalty: 5074.428223
	Iteration 112Q: 3 clusters Score -4065164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4065162.000000 Penalty: 5074.428223
	Iteration 113Q: 3 clusters Score -4065162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4065169.750000 Penalty: 5074.428223
	Iteration 114Q: 3 clusters Score -4065170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4065180.500000 Penalty: 5074.428223
	Iteration 115Q: 3 clusters Score -4065180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4065182.250000 Penalty: 5074.428223
	Iteration 116Q: 3 clusters Score -4065182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4065183.250000 Penalty: 5074.428223
	Iteration 117Q: 3 clusters Score -4065183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -4065180.500000 Penalty: 5074.428223
	Iteration 118Q: 3 clusters Score -4065180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4065182.000000 Penalty: 5074.428223
	Iteration 119Q: 3 clusters Score -4065182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4065181.500000 Penalty: 5074.428223
	Iteration 120F: 3 clusters Score -4065182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4065192.000000 Penalty: 5074.428223
	Iteration 121Q: 3 clusters Score -4065192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4065184.500000 Penalty: 5074.428223
	Iteration 122Q: 3 clusters Score -4065184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4065186.000000 Penalty: 5074.428223
	Iteration 123Q: 3 clusters Score -4065186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4065181.750000 Penalty: 5074.428223
	Iteration 124Q: 3 clusters Score -4065182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4065184.000000 Penalty: 5074.428223
	Iteration 125Q: 3 clusters Score -4065184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4065183.000000 Penalty: 5074.428223
	Iteration 126Q: 3 clusters Score -4065183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4065179.750000 Penalty: 5074.428223
	Iteration 127Q: 3 clusters Score -4065180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4065181.250000 Penalty: 5074.428223
	Iteration 128Q: 3 clusters Score -4065181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4065181.250000 Penalty: 5074.428223
	Iteration 129F: 3 clusters Score -4065181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 23649 members 
Entering Unmasked Estep 
Score: -120392384.000000 Penalty: 138152.000000
Splitting cluster 2 changes total score from -120392448.000000 to -120392384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Entering Unmasked Estep 
Score: -3359598.500000 Penalty: 2475.254639
	Iteration 0F: 2 clusters Score -3359598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3344519.000000 Penalty: 4950.509277
	Iteration 0F: 3 clusters Score -3344519 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3349559.250000 Penalty: 4950.509277
	Iteration 1F: 3 clusters Score -3349559 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3350154.750000 Penalty: 4950.509277
	Iteration 2F: 3 clusters Score -3350155 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3350776.750000 Penalty: 4950.509277
	Iteration 3F: 3 clusters Score -3350777 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3351572.000000 Penalty: 4950.509277
	Iteration 4F: 3 clusters Score -3351572 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3352541.000000 Penalty: 4950.509277
	Iteration 5F: 3 clusters Score -3352541 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3353633.000000 Penalty: 4950.509277
	Iteration 6F: 3 clusters Score -3353633 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3354683.750000 Penalty: 4950.509277
	Iteration 7F: 3 clusters Score -3354684 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3355539.250000 Penalty: 4950.509277
	Iteration 8F: 3 clusters Score -3355539 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3356212.750000 Penalty: 4950.509277
	Iteration 9Q: 3 clusters Score -3356213 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3356719.250000 Penalty: 4950.509277
	Iteration 10Q: 3 clusters Score -3356719 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3357104.500000 Penalty: 4950.509277
	Iteration 11Q: 3 clusters Score -3357104 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3357361.250000 Penalty: 4950.509277
	Iteration 12Q: 3 clusters Score -3357361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3357496.250000 Penalty: 4950.509277
	Iteration 13Q: 3 clusters Score -3357496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3357582.000000 Penalty: 4950.509277
	Iteration 14Q: 3 clusters Score -3357582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3357623.500000 Penalty: 4950.509277
	Iteration 15Q: 3 clusters Score -3357624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3357654.250000 Penalty: 4950.509277
	Iteration 16Q: 3 clusters Score -3357654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3357680.500000 Penalty: 4950.509277
	Iteration 17Q: 3 clusters Score -3357680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3357697.000000 Penalty: 4950.509277
	Iteration 18Q: 3 clusters Score -3357697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3357711.250000 Penalty: 4950.509277
	Iteration 19Q: 3 clusters Score -3357711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3357728.750000 Penalty: 4950.509277
	Iteration 20F: 3 clusters Score -3357729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3357742.000000 Penalty: 4950.509277
	Iteration 21Q: 3 clusters Score -3357742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3357747.250000 Penalty: 4950.509277
	Iteration 22Q: 3 clusters Score -3357747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3357751.000000 Penalty: 4950.509277
	Iteration 23Q: 3 clusters Score -3357751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3357756.250000 Penalty: 4950.509277
	Iteration 24Q: 3 clusters Score -3357756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3357751.000000 Penalty: 4950.509277
	Iteration 25Q: 3 clusters Score -3357751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3357757.250000 Penalty: 4950.509277
	Iteration 26Q: 3 clusters Score -3357757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3357757.500000 Penalty: 4950.509277
	Iteration 27Q: 3 clusters Score -3357758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3357759.000000 Penalty: 4950.509277
	Iteration 28Q: 3 clusters Score -3357759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3357759.000000 Penalty: 4950.509277
	Iteration 29F: 3 clusters Score -3357759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Entering Unmasked Estep 
Score: -8669578.000000 Penalty: 2710.185303
	Iteration 0F: 2 clusters Score -8669578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -8632106.000000 Penalty: 5420.370605
	Iteration 0F: 3 clusters Score -8632106 nChanged 25915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8646520.000000 Penalty: 5420.370605
	Iteration 1F: 3 clusters Score -8646520 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8647253.000000 Penalty: 5420.370605
	Iteration 2Q: 3 clusters Score -8647253 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -8647970.000000 Penalty: 5420.370605
	Iteration 3Q: 3 clusters Score -8647970 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -8648695.000000 Penalty: 5420.370605
	Iteration 4Q: 3 clusters Score -8648695 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8649464.000000 Penalty: 5420.370605
	Iteration 5Q: 3 clusters Score -8649464 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8650310.000000 Penalty: 5420.370605
	Iteration 6Q: 3 clusters Score -8650310 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -8651183.000000 Penalty: 5420.370605
	Iteration 7Q: 3 clusters Score -8651183 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8652385.000000 Penalty: 5420.370605
	Iteration 8Q: 3 clusters Score -8652385 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -8653865.000000 Penalty: 5420.370605
	Iteration 9Q: 3 clusters Score -8653865 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8655456.000000 Penalty: 5420.370605
	Iteration 10Q: 3 clusters Score -8655456 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8657046.000000 Penalty: 5420.370605
	Iteration 11Q: 3 clusters Score -8657046 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -8658375.000000 Penalty: 5420.370605
	Iteration 12Q: 3 clusters Score -8658375 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8659067.000000 Penalty: 5420.370605
	Iteration 13Q: 3 clusters Score -8659067 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -8659529.000000 Penalty: 5420.370605
	Iteration 14Q: 3 clusters Score -8659529 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8659876.000000 Penalty: 5420.370605
	Iteration 15Q: 3 clusters Score -8659876 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -8660264.000000 Penalty: 5420.370605
	Iteration 16Q: 3 clusters Score -8660264 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8660641.000000 Penalty: 5420.370605
	Iteration 17Q: 3 clusters Score -8660641 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8661003.000000 Penalty: 5420.370605
	Iteration 18Q: 3 clusters Score -8661003 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -8661432.000000 Penalty: 5420.370605
	Iteration 19Q: 3 clusters Score -8661432 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -8661842.000000 Penalty: 5420.370605
	Iteration 20F: 3 clusters Score -8661842 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8662275.000000 Penalty: 5420.370605
	Iteration 21Q: 3 clusters Score -8662275 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -8662730.000000 Penalty: 5420.370605
	Iteration 22Q: 3 clusters Score -8662730 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -8663158.000000 Penalty: 5420.370605
	Iteration 23Q: 3 clusters Score -8663158 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -8663580.000000 Penalty: 5420.370605
	Iteration 24Q: 3 clusters Score -8663580 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8664019.000000 Penalty: 5420.370605
	Iteration 25Q: 3 clusters Score -8664019 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8664447.000000 Penalty: 5420.370605
	Iteration 26Q: 3 clusters Score -8664447 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -8664855.000000 Penalty: 5420.370605
	Iteration 27Q: 3 clusters Score -8664855 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8665297.000000 Penalty: 5420.370605
	Iteration 28Q: 3 clusters Score -8665297 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8665614.000000 Penalty: 5420.370605
	Iteration 29Q: 3 clusters Score -8665614 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -8665927.000000 Penalty: 5420.370605
	Iteration 30Q: 3 clusters Score -8665927 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8666234.000000 Penalty: 5420.370605
	Iteration 31Q: 3 clusters Score -8666234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8666475.000000 Penalty: 5420.370605
	Iteration 32Q: 3 clusters Score -8666475 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8666651.000000 Penalty: 5420.370605
	Iteration 33Q: 3 clusters Score -8666651 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8666777.000000 Penalty: 5420.370605
	Iteration 34Q: 3 clusters Score -8666777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8666892.000000 Penalty: 5420.370605
	Iteration 35Q: 3 clusters Score -8666892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8666966.000000 Penalty: 5420.370605
	Iteration 36Q: 3 clusters Score -8666966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8667033.000000 Penalty: 5420.370605
	Iteration 37Q: 3 clusters Score -8667033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8667083.000000 Penalty: 5420.370605
	Iteration 38Q: 3 clusters Score -8667083 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8667144.000000 Penalty: 5420.370605
	Iteration 39Q: 3 clusters Score -8667144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8667206.000000 Penalty: 5420.370605
	Iteration 40F: 3 clusters Score -8667206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8667235.000000 Penalty: 5420.370605
	Iteration 41Q: 3 clusters Score -8667235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8667270.000000 Penalty: 5420.370605
	Iteration 42Q: 3 clusters Score -8667270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8667293.000000 Penalty: 5420.370605
	Iteration 43Q: 3 clusters Score -8667293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8667308.000000 Penalty: 5420.370605
	Iteration 44Q: 3 clusters Score -8667308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8667328.000000 Penalty: 5420.370605
	Iteration 45Q: 3 clusters Score -8667328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8667347.000000 Penalty: 5420.370605
	Iteration 46Q: 3 clusters Score -8667347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8667376.000000 Penalty: 5420.370605
	Iteration 47Q: 3 clusters Score -8667376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8667390.000000 Penalty: 5420.370605
	Iteration 48Q: 3 clusters Score -8667390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8667401.000000 Penalty: 5420.370605
	Iteration 49Q: 3 clusters Score -8667401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8667406.000000 Penalty: 5420.370605
	Iteration 50Q: 3 clusters Score -8667406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8667408.000000 Penalty: 5420.370605
	Iteration 51Q: 3 clusters Score -8667408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8667406.000000 Penalty: 5420.370605
	Iteration 52Q: 3 clusters Score -8667406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8667411.000000 Penalty: 5420.370605
	Iteration 53Q: 3 clusters Score -8667411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8667412.000000 Penalty: 5420.370605
	Iteration 54Q: 3 clusters Score -8667412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8667411.000000 Penalty: 5420.370605
	Iteration 55Q: 3 clusters Score -8667411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8667406.000000 Penalty: 5420.370605
	Iteration 56Q: 3 clusters Score -8667406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8667412.000000 Penalty: 5420.370605
	Iteration 57Q: 3 clusters Score -8667412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8667415.000000 Penalty: 5420.370605
	Iteration 58Q: 3 clusters Score -8667415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8667412.000000 Penalty: 5420.370605
	Iteration 59Q: 3 clusters Score -8667412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8667415.000000 Penalty: 5420.370605
	Iteration 60F: 3 clusters Score -8667415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8667421.000000 Penalty: 5420.370605
	Iteration 61Q: 3 clusters Score -8667421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8667421.000000 Penalty: 5420.370605
	Iteration 62F: 3 clusters Score -8667421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -3212957.750000 Penalty: 2474.449707
	Iteration 0F: 2 clusters Score -3212958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3197899.250000 Penalty: 4948.899414
	Iteration 0F: 3 clusters Score -3197899 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3203118.000000 Penalty: 4948.899414
	Iteration 1F: 3 clusters Score -3203118 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3203843.250000 Penalty: 4948.899414
	Iteration 2F: 3 clusters Score -3203843 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3204727.500000 Penalty: 4948.899414
	Iteration 3F: 3 clusters Score -3204728 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3205692.500000 Penalty: 4948.899414
	Iteration 4F: 3 clusters Score -3205692 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3206720.000000 Penalty: 4948.899414
	Iteration 5F: 3 clusters Score -3206720 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3207666.500000 Penalty: 4948.899414
	Iteration 6F: 3 clusters Score -3207666 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3208453.250000 Penalty: 4948.899414
	Iteration 7F: 3 clusters Score -3208453 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3209117.500000 Penalty: 4948.899414
	Iteration 8Q: 3 clusters Score -3209118 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3209660.250000 Penalty: 4948.899414
	Iteration 9Q: 3 clusters Score -3209660 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3210086.750000 Penalty: 4948.899414
	Iteration 10Q: 3 clusters Score -3210087 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3210403.500000 Penalty: 4948.899414
	Iteration 11Q: 3 clusters Score -3210404 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3210703.500000 Penalty: 4948.899414
	Iteration 12Q: 3 clusters Score -3210704 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3210995.000000 Penalty: 4948.899414
	Iteration 13Q: 3 clusters Score -3210995 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3211235.000000 Penalty: 4948.899414
	Iteration 14Q: 3 clusters Score -3211235 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3211417.750000 Penalty: 4948.899414
	Iteration 15Q: 3 clusters Score -3211418 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3211541.000000 Penalty: 4948.899414
	Iteration 16Q: 3 clusters Score -3211541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3211640.500000 Penalty: 4948.899414
	Iteration 17Q: 3 clusters Score -3211640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3211702.750000 Penalty: 4948.899414
	Iteration 18Q: 3 clusters Score -3211703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3211744.750000 Penalty: 4948.899414
	Iteration 19Q: 3 clusters Score -3211745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3211786.000000 Penalty: 4948.899414
	Iteration 20F: 3 clusters Score -3211786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3211813.500000 Penalty: 4948.899414
	Iteration 21Q: 3 clusters Score -3211814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3211826.500000 Penalty: 4948.899414
	Iteration 22Q: 3 clusters Score -3211826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3211839.250000 Penalty: 4948.899414
	Iteration 23Q: 3 clusters Score -3211839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3211845.000000 Penalty: 4948.899414
	Iteration 24Q: 3 clusters Score -3211845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3211855.750000 Penalty: 4948.899414
	Iteration 25Q: 3 clusters Score -3211856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3211862.750000 Penalty: 4948.899414
	Iteration 26Q: 3 clusters Score -3211863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3211872.250000 Penalty: 4948.899414
	Iteration 27Q: 3 clusters Score -3211872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3211873.750000 Penalty: 4948.899414
	Iteration 28Q: 3 clusters Score -3211874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3211882.250000 Penalty: 4948.899414
	Iteration 29Q: 3 clusters Score -3211882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3211892.000000 Penalty: 4948.899414
	Iteration 30Q: 3 clusters Score -3211892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3211895.500000 Penalty: 4948.899414
	Iteration 31Q: 3 clusters Score -3211896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3211903.750000 Penalty: 4948.899414
	Iteration 32Q: 3 clusters Score -3211904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3211906.000000 Penalty: 4948.899414
	Iteration 33Q: 3 clusters Score -3211906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3211906.500000 Penalty: 4948.899414
	Iteration 34Q: 3 clusters Score -3211906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3211915.500000 Penalty: 4948.899414
	Iteration 35Q: 3 clusters Score -3211916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3211920.500000 Penalty: 4948.899414
	Iteration 36Q: 3 clusters Score -3211920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3211926.000000 Penalty: 4948.899414
	Iteration 37Q: 3 clusters Score -3211926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3211931.000000 Penalty: 4948.899414
	Iteration 38Q: 3 clusters Score -3211931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3211938.250000 Penalty: 4948.899414
	Iteration 39Q: 3 clusters Score -3211938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3211942.750000 Penalty: 4948.899414
	Iteration 40F: 3 clusters Score -3211943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3211956.500000 Penalty: 4948.899414
	Iteration 41Q: 3 clusters Score -3211956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3211967.000000 Penalty: 4948.899414
	Iteration 42Q: 3 clusters Score -3211967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3211976.750000 Penalty: 4948.899414
	Iteration 43Q: 3 clusters Score -3211977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3211989.500000 Penalty: 4948.899414
	Iteration 44Q: 3 clusters Score -3211990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3211996.000000 Penalty: 4948.899414
	Iteration 45Q: 3 clusters Score -3211996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3212005.000000 Penalty: 4948.899414
	Iteration 46Q: 3 clusters Score -3212005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3212022.500000 Penalty: 4948.899414
	Iteration 47Q: 3 clusters Score -3212022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3212045.500000 Penalty: 4948.899414
	Iteration 48Q: 3 clusters Score -3212046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3212092.750000 Penalty: 4948.899414
	Iteration 49Q: 3 clusters Score -3212093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3212175.500000 Penalty: 4948.899414
	Iteration 50Q: 3 clusters Score -3212176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3212264.500000 Penalty: 4948.899414
	Iteration 51Q: 3 clusters Score -3212264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3212328.250000 Penalty: 4948.899414
	Iteration 52Q: 3 clusters Score -3212328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3212362.750000 Penalty: 4948.899414
	Iteration 53Q: 3 clusters Score -3212363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3212386.000000 Penalty: 4948.899414
	Iteration 54Q: 3 clusters Score -3212386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3212396.000000 Penalty: 4948.899414
	Iteration 55Q: 3 clusters Score -3212396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3212401.750000 Penalty: 4948.899414
	Iteration 56Q: 3 clusters Score -3212402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3212406.500000 Penalty: 4948.899414
	Iteration 57Q: 3 clusters Score -3212406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3212411.000000 Penalty: 4948.899414
	Iteration 58Q: 3 clusters Score -3212411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3212413.500000 Penalty: 4948.899414
	Iteration 59Q: 3 clusters Score -3212414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3212410.000000 Penalty: 4948.899414
	Iteration 60F: 3 clusters Score -3212410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3212415.000000 Penalty: 4948.899414
	Iteration 61Q: 3 clusters Score -3212415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3212416.750000 Penalty: 4948.899414
	Iteration 62Q: 3 clusters Score -3212417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3212420.750000 Penalty: 4948.899414
	Iteration 63Q: 3 clusters Score -3212421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3212420.750000 Penalty: 4948.899414
	Iteration 64F: 3 clusters Score -3212421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28672.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28672.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27568.833984 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27568.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27645.259766 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27645.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27650.939453 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27650.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27650.939453 Penalty: 2675.239258
	Iteration 3F: 3 clusters Score -27650.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -63475.253906 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -63475.25 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 239 members 
Entering Unmasked Estep 
Score: -62017.421875 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -62017.42 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62234.589844 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -62234.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62341.148438 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -62341.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62391.316406 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -62391.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62465.527344 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -62465.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62510.523438 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -62510.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62541.683594 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -62541.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62556.527344 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -62556.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62575.148438 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -62575.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62609.718750 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -62609.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62629.128906 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -62629.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62641.394531 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -62641.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62660.238281 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -62660.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62669.988281 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -62669.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62677.214844 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -62677.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62678.429688 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -62678.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62678.429688 Penalty: 3048.579346
	Iteration 16F: 3 clusters Score -62678.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Entering Unmasked Estep 
Score: -2543447.500000 Penalty: 2416.008057
	Iteration 0F: 2 clusters Score -2543448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2531371.500000 Penalty: 4832.016113
	Iteration 0F: 3 clusters Score -2531372 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2535847.750000 Penalty: 4832.016113
	Iteration 1F: 3 clusters Score -2535848 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2537054.000000 Penalty: 4832.016113
	Iteration 2F: 3 clusters Score -2537054 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2538358.750000 Penalty: 4832.016113
	Iteration 3F: 3 clusters Score -2538359 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2539512.000000 Penalty: 4832.016113
	Iteration 4F: 3 clusters Score -2539512 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2540320.500000 Penalty: 4832.016113
	Iteration 5F: 3 clusters Score -2540320 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2540900.500000 Penalty: 4832.016113
	Iteration 6F: 3 clusters Score -2540900 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2541379.750000 Penalty: 4832.016113
	Iteration 7Q: 3 clusters Score -2541380 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2541802.250000 Penalty: 4832.016113
	Iteration 8Q: 3 clusters Score -2541802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2542247.000000 Penalty: 4832.016113
	Iteration 9Q: 3 clusters Score -2542247 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2542625.250000 Penalty: 4832.016113
	Iteration 10Q: 3 clusters Score -2542625 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2542936.750000 Penalty: 4832.016113
	Iteration 11Q: 3 clusters Score -2542937 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2543168.000000 Penalty: 4832.016113
	Iteration 12Q: 3 clusters Score -2543168 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2543371.000000 Penalty: 4832.016113
	Iteration 13Q: 3 clusters Score -2543371 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2543530.500000 Penalty: 4832.016113
	Iteration 14Q: 3 clusters Score -2543530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2543645.750000 Penalty: 4832.016113
	Iteration 15Q: 3 clusters Score -2543646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2543740.250000 Penalty: 4832.016113
	Iteration 16Q: 3 clusters Score -2543740 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2543796.750000 Penalty: 4832.016113
	Iteration 17Q: 3 clusters Score -2543797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2543848.750000 Penalty: 4832.016113
	Iteration 18Q: 3 clusters Score -2543849 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2543883.750000 Penalty: 4832.016113
	Iteration 19Q: 3 clusters Score -2543884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2543929.750000 Penalty: 4832.016113
	Iteration 20F: 3 clusters Score -2543930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2543963.000000 Penalty: 4832.016113
	Iteration 21Q: 3 clusters Score -2543963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2543981.500000 Penalty: 4832.016113
	Iteration 22Q: 3 clusters Score -2543982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2544009.000000 Penalty: 4832.016113
	Iteration 23Q: 3 clusters Score -2544009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2544015.250000 Penalty: 4832.016113
	Iteration 24Q: 3 clusters Score -2544015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2544045.000000 Penalty: 4832.016113
	Iteration 25Q: 3 clusters Score -2544045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2544061.000000 Penalty: 4832.016113
	Iteration 26Q: 3 clusters Score -2544061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2544071.250000 Penalty: 4832.016113
	Iteration 27Q: 3 clusters Score -2544071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2544075.000000 Penalty: 4832.016113
	Iteration 28Q: 3 clusters Score -2544075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2544079.000000 Penalty: 4832.016113
	Iteration 29Q: 3 clusters Score -2544079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2544098.000000 Penalty: 4832.016113
	Iteration 30Q: 3 clusters Score -2544098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2544102.750000 Penalty: 4832.016113
	Iteration 31Q: 3 clusters Score -2544103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2544107.250000 Penalty: 4832.016113
	Iteration 32Q: 3 clusters Score -2544107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2544105.000000 Penalty: 4832.016113
	Iteration 33Q: 3 clusters Score -2544105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2544108.500000 Penalty: 4832.016113
	Iteration 34Q: 3 clusters Score -2544108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2544114.250000 Penalty: 4832.016113
	Iteration 35Q: 3 clusters Score -2544114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2544112.500000 Penalty: 4832.016113
	Iteration 36Q: 3 clusters Score -2544112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2544117.000000 Penalty: 4832.016113
	Iteration 37Q: 3 clusters Score -2544117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2544116.500000 Penalty: 4832.016113
	Iteration 38Q: 3 clusters Score -2544116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2544113.250000 Penalty: 4832.016113
	Iteration 39Q: 3 clusters Score -2544113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2544119.000000 Penalty: 4832.016113
	Iteration 40F: 3 clusters Score -2544119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2544128.500000 Penalty: 4832.016113
	Iteration 41Q: 3 clusters Score -2544128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2544132.000000 Penalty: 4832.016113
	Iteration 42Q: 3 clusters Score -2544132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2544134.750000 Penalty: 4832.016113
	Iteration 43Q: 3 clusters Score -2544135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2544142.500000 Penalty: 4832.016113
	Iteration 44Q: 3 clusters Score -2544142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2544146.500000 Penalty: 4832.016113
	Iteration 45Q: 3 clusters Score -2544146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2544148.250000 Penalty: 4832.016113
	Iteration 46Q: 3 clusters Score -2544148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2544141.750000 Penalty: 4832.016113
	Iteration 47Q: 3 clusters Score -2544142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2544146.000000 Penalty: 4832.016113
	Iteration 48Q: 3 clusters Score -2544146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2544146.000000 Penalty: 4832.016113
	Iteration 49Q: 3 clusters Score -2544146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2544145.000000 Penalty: 4832.016113
	Iteration 50Q: 3 clusters Score -2544145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2544144.750000 Penalty: 4832.016113
	Iteration 51Q: 3 clusters Score -2544145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2544144.500000 Penalty: 4832.016113
	Iteration 52Q: 3 clusters Score -2544144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2544146.500000 Penalty: 4832.016113
	Iteration 53Q: 3 clusters Score -2544146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2544147.500000 Penalty: 4832.016113
	Iteration 54Q: 3 clusters Score -2544148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2544146.250000 Penalty: 4832.016113
	Iteration 55Q: 3 clusters Score -2544146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2544145.500000 Penalty: 4832.016113
	Iteration 56Q: 3 clusters Score -2544146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2544144.750000 Penalty: 4832.016113
	Iteration 57Q: 3 clusters Score -2544145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2544142.000000 Penalty: 4832.016113
	Iteration 58Q: 3 clusters Score -2544142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2544142.000000 Penalty: 4832.016113
	Iteration 59F: 3 clusters Score -2544142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 14049 members 
Entering Unmasked Estep 
Score: -120391904.000000 Penalty: 138152.000000
Splitting cluster 8 changes total score from -120392448.000000 to -120391904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (103534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Entering Unmasked Estep 
Score: -16341030.000000 Penalty: 2863.818359
	Iteration 0F: 2 clusters Score -1.634103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -16276709.000000 Penalty: 5727.636719
	Iteration 0F: 3 clusters Score -1.627671e+07 nChanged 49211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -16304692.000000 Penalty: 5727.636719
	Iteration 1F: 3 clusters Score -1.630469e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -16305308.000000 Penalty: 5727.636719
	Iteration 2Q: 3 clusters Score -1.630531e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -16305932.000000 Penalty: 5727.636719
	Iteration 3Q: 3 clusters Score -1.630593e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -16306517.000000 Penalty: 5727.636719
	Iteration 4Q: 3 clusters Score -1.630652e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -16307375.000000 Penalty: 5727.636719
	Iteration 5Q: 3 clusters Score -1.630738e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -16308388.000000 Penalty: 5727.636719
	Iteration 6Q: 3 clusters Score -1.630839e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -16309495.000000 Penalty: 5727.636719
	Iteration 7Q: 3 clusters Score -1.63095e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -16311031.000000 Penalty: 5727.636719
	Iteration 8Q: 3 clusters Score -1.631103e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -16313132.000000 Penalty: 5727.636719
	Iteration 9Q: 3 clusters Score -1.631313e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -16315630.000000 Penalty: 5727.636719
	Iteration 10Q: 3 clusters Score -1.631563e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -16318490.000000 Penalty: 5727.636719
	Iteration 11F: 3 clusters Score -1.631849e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -16321292.000000 Penalty: 5727.636719
	Iteration 12F: 3 clusters Score -1.632129e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -16323670.000000 Penalty: 5727.636719
	Iteration 13Q: 3 clusters Score -1.632367e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -16325432.000000 Penalty: 5727.636719
	Iteration 14Q: 3 clusters Score -1.632543e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -16326569.000000 Penalty: 5727.636719
	Iteration 15Q: 3 clusters Score -1.632657e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -16327028.000000 Penalty: 5727.636719
	Iteration 16Q: 3 clusters Score -1.632703e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -16327332.000000 Penalty: 5727.636719
	Iteration 17Q: 3 clusters Score -1.632733e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -16327613.000000 Penalty: 5727.636719
	Iteration 18Q: 3 clusters Score -1.632761e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -16327804.000000 Penalty: 5727.636719
	Iteration 19Q: 3 clusters Score -1.63278e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -16327964.000000 Penalty: 5727.636719
	Iteration 20F: 3 clusters Score -1.632796e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -16328175.000000 Penalty: 5727.636719
	Iteration 21Q: 3 clusters Score -1.632818e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -16328383.000000 Penalty: 5727.636719
	Iteration 22Q: 3 clusters Score -1.632838e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -16328650.000000 Penalty: 5727.636719
	Iteration 23Q: 3 clusters Score -1.632865e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -16329029.000000 Penalty: 5727.636719
	Iteration 24Q: 3 clusters Score -1.632903e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -16329351.000000 Penalty: 5727.636719
	Iteration 25Q: 3 clusters Score -1.632935e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -16329795.000000 Penalty: 5727.636719
	Iteration 26Q: 3 clusters Score -1.63298e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -16330191.000000 Penalty: 5727.636719
	Iteration 27Q: 3 clusters Score -1.633019e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -16330472.000000 Penalty: 5727.636719
	Iteration 28Q: 3 clusters Score -1.633047e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -16330801.000000 Penalty: 5727.636719
	Iteration 29Q: 3 clusters Score -1.63308e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -16331192.000000 Penalty: 5727.636719
	Iteration 30Q: 3 clusters Score -1.633119e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -16331522.000000 Penalty: 5727.636719
	Iteration 31Q: 3 clusters Score -1.633152e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -16331973.000000 Penalty: 5727.636719
	Iteration 32Q: 3 clusters Score -1.633197e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -16332462.000000 Penalty: 5727.636719
	Iteration 33Q: 3 clusters Score -1.633246e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -16332871.000000 Penalty: 5727.636719
	Iteration 34Q: 3 clusters Score -1.633287e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -16333366.000000 Penalty: 5727.636719
	Iteration 35Q: 3 clusters Score -1.633337e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -16333827.000000 Penalty: 5727.636719
	Iteration 36Q: 3 clusters Score -1.633383e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -16334262.000000 Penalty: 5727.636719
	Iteration 37Q: 3 clusters Score -1.633426e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -16334736.000000 Penalty: 5727.636719
	Iteration 38Q: 3 clusters Score -1.633474e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -16335229.000000 Penalty: 5727.636719
	Iteration 39Q: 3 clusters Score -1.633523e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -16335774.000000 Penalty: 5727.636719
	Iteration 40F: 3 clusters Score -1.633577e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -16336171.000000 Penalty: 5727.636719
	Iteration 41Q: 3 clusters Score -1.633617e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -16336524.000000 Penalty: 5727.636719
	Iteration 42Q: 3 clusters Score -1.633652e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -16336839.000000 Penalty: 5727.636719
	Iteration 43Q: 3 clusters Score -1.633684e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -16337060.000000 Penalty: 5727.636719
	Iteration 44Q: 3 clusters Score -1.633706e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -16337316.000000 Penalty: 5727.636719
	Iteration 45Q: 3 clusters Score -1.633732e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -16337568.000000 Penalty: 5727.636719
	Iteration 46Q: 3 clusters Score -1.633757e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -16337757.000000 Penalty: 5727.636719
	Iteration 47Q: 3 clusters Score -1.633776e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -16337934.000000 Penalty: 5727.636719
	Iteration 48Q: 3 clusters Score -1.633793e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -16338056.000000 Penalty: 5727.636719
	Iteration 49Q: 3 clusters Score -1.633806e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -16338150.000000 Penalty: 5727.636719
	Iteration 50Q: 3 clusters Score -1.633815e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -16338282.000000 Penalty: 5727.636719
	Iteration 51Q: 3 clusters Score -1.633828e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -16338418.000000 Penalty: 5727.636719
	Iteration 52Q: 3 clusters Score -1.633842e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -16338490.000000 Penalty: 5727.636719
	Iteration 53Q: 3 clusters Score -1.633849e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -16338555.000000 Penalty: 5727.636719
	Iteration 54Q: 3 clusters Score -1.633856e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -16338701.000000 Penalty: 5727.636719
	Iteration 55Q: 3 clusters Score -1.63387e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16338749.000000 Penalty: 5727.636719
	Iteration 56Q: 3 clusters Score -1.633875e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -16338805.000000 Penalty: 5727.636719
	Iteration 57Q: 3 clusters Score -1.63388e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16338818.000000 Penalty: 5727.636719
	Iteration 58Q: 3 clusters Score -1.633882e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -16338855.000000 Penalty: 5727.636719
	Iteration 59Q: 3 clusters Score -1.633886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16338857.000000 Penalty: 5727.636719
	Iteration 60F: 3 clusters Score -1.633886e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -16338890.000000 Penalty: 5727.636719
	Iteration 61Q: 3 clusters Score -1.633889e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -16338880.000000 Penalty: 5727.636719
	Iteration 62Q: 3 clusters Score -1.633888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16338899.000000 Penalty: 5727.636719
	Iteration 63Q: 3 clusters Score -1.63389e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -16338891.000000 Penalty: 5727.636719
	Iteration 64Q: 3 clusters Score -1.633889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -16338902.000000 Penalty: 5727.636719
	Iteration 65Q: 3 clusters Score -1.63389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -16338914.000000 Penalty: 5727.636719
	Iteration 66Q: 3 clusters Score -1.633891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -16338904.000000 Penalty: 5727.636719
	Iteration 67Q: 3 clusters Score -1.63389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -16338909.000000 Penalty: 5727.636719
	Iteration 68Q: 3 clusters Score -1.633891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -16338919.000000 Penalty: 5727.636719
	Iteration 69Q: 3 clusters Score -1.633892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16338914.000000 Penalty: 5727.636719
	Iteration 70Q: 3 clusters Score -1.633891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -16338912.000000 Penalty: 5727.636719
	Iteration 71Q: 3 clusters Score -1.633891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16338923.000000 Penalty: 5727.636719
	Iteration 72Q: 3 clusters Score -1.633892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -16338913.000000 Penalty: 5727.636719
	Iteration 73Q: 3 clusters Score -1.633891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -16338915.000000 Penalty: 5727.636719
	Iteration 74Q: 3 clusters Score -1.633892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -16338905.000000 Penalty: 5727.636719
	Iteration 75Q: 3 clusters Score -1.63389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16338915.000000 Penalty: 5727.636719
	Iteration 76Q: 3 clusters Score -1.633892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -16338904.000000 Penalty: 5727.636719
	Iteration 77Q: 3 clusters Score -1.63389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -16338917.000000 Penalty: 5727.636719
	Iteration 78Q: 3 clusters Score -1.633892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -16338894.000000 Penalty: 5727.636719
	Iteration 79Q: 3 clusters Score -1.633889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -16338898.000000 Penalty: 5727.636719
	Iteration 80F: 3 clusters Score -1.63389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16338901.000000 Penalty: 5727.636719
	Iteration 81Q: 3 clusters Score -1.63389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -16338901.000000 Penalty: 5727.636719
	Iteration 82Q: 3 clusters Score -1.63389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -16338894.000000 Penalty: 5727.636719
	Iteration 83Q: 3 clusters Score -1.633889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -16338894.000000 Penalty: 5727.636719
	Iteration 84F: 3 clusters Score -1.633889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 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 354 members 
Entering Unmasked Estep 
Score: -102719.992188 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102720 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102909.460938 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102909.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102962.398438 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -102962.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103008.414062 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103023.562500 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103031.382812 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -103035.695312 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103042.945312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103054.164062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103059.031250 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -103059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103066.296875 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -103066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103075.890625 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -103075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103075.890625 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -103075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Entering Unmasked Estep 
Score: -2572627.250000 Penalty: 2423.882812
	Iteration 0F: 2 clusters Score -2572627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2560192.000000 Penalty: 4847.765625
	Iteration 0F: 3 clusters Score -2560192 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2564404.000000 Penalty: 4847.765625
	Iteration 1F: 3 clusters Score -2564404 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2564998.250000 Penalty: 4847.765625
	Iteration 2F: 3 clusters Score -2564998 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2565587.250000 Penalty: 4847.765625
	Iteration 3F: 3 clusters Score -2565587 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2566126.000000 Penalty: 4847.765625
	Iteration 4F: 3 clusters Score -2566126 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2566634.000000 Penalty: 4847.765625
	Iteration 5F: 3 clusters Score -2566634 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2567145.250000 Penalty: 4847.765625
	Iteration 6Q: 3 clusters Score -2567145 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2567601.500000 Penalty: 4847.765625
	Iteration 7Q: 3 clusters Score -2567602 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2568059.000000 Penalty: 4847.765625
	Iteration 8Q: 3 clusters Score -2568059 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2568465.000000 Penalty: 4847.765625
	Iteration 9Q: 3 clusters Score -2568465 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2568761.250000 Penalty: 4847.765625
	Iteration 10Q: 3 clusters Score -2568761 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2568986.250000 Penalty: 4847.765625
	Iteration 11Q: 3 clusters Score -2568986 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2569194.250000 Penalty: 4847.765625
	Iteration 12Q: 3 clusters Score -2569194 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2569388.500000 Penalty: 4847.765625
	Iteration 13Q: 3 clusters Score -2569388 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2569550.750000 Penalty: 4847.765625
	Iteration 14Q: 3 clusters Score -2569551 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2569723.250000 Penalty: 4847.765625
	Iteration 15Q: 3 clusters Score -2569723 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2569886.250000 Penalty: 4847.765625
	Iteration 16Q: 3 clusters Score -2569886 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2570019.750000 Penalty: 4847.765625
	Iteration 17Q: 3 clusters Score -2570020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2570133.750000 Penalty: 4847.765625
	Iteration 18Q: 3 clusters Score -2570134 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2570207.500000 Penalty: 4847.765625
	Iteration 19Q: 3 clusters Score -2570208 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2570281.000000 Penalty: 4847.765625
	Iteration 20F: 3 clusters Score -2570281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2570330.750000 Penalty: 4847.765625
	Iteration 21Q: 3 clusters Score -2570331 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2570370.500000 Penalty: 4847.765625
	Iteration 22Q: 3 clusters Score -2570370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2570400.750000 Penalty: 4847.765625
	Iteration 23Q: 3 clusters Score -2570401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2570422.000000 Penalty: 4847.765625
	Iteration 24Q: 3 clusters Score -2570422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2570429.250000 Penalty: 4847.765625
	Iteration 25Q: 3 clusters Score -2570429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2570453.000000 Penalty: 4847.765625
	Iteration 26Q: 3 clusters Score -2570453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2570461.000000 Penalty: 4847.765625
	Iteration 27Q: 3 clusters Score -2570461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2570466.750000 Penalty: 4847.765625
	Iteration 28Q: 3 clusters Score -2570467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2570480.250000 Penalty: 4847.765625
	Iteration 29Q: 3 clusters Score -2570480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2570495.750000 Penalty: 4847.765625
	Iteration 30Q: 3 clusters Score -2570496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2570510.500000 Penalty: 4847.765625
	Iteration 31Q: 3 clusters Score -2570510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2570526.000000 Penalty: 4847.765625
	Iteration 32Q: 3 clusters Score -2570526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2570534.000000 Penalty: 4847.765625
	Iteration 33Q: 3 clusters Score -2570534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2570545.000000 Penalty: 4847.765625
	Iteration 34Q: 3 clusters Score -2570545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2570548.750000 Penalty: 4847.765625
	Iteration 35Q: 3 clusters Score -2570549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2570546.500000 Penalty: 4847.765625
	Iteration 36Q: 3 clusters Score -2570546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2570559.000000 Penalty: 4847.765625
	Iteration 37Q: 3 clusters Score -2570559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2570564.250000 Penalty: 4847.765625
	Iteration 38Q: 3 clusters Score -2570564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2570567.500000 Penalty: 4847.765625
	Iteration 39Q: 3 clusters Score -2570568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2570566.500000 Penalty: 4847.765625
	Iteration 40F: 3 clusters Score -2570566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2570563.000000 Penalty: 4847.765625
	Iteration 41Q: 3 clusters Score -2570563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2570572.250000 Penalty: 4847.765625
	Iteration 42Q: 3 clusters Score -2570572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2570578.750000 Penalty: 4847.765625
	Iteration 43Q: 3 clusters Score -2570579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2570583.250000 Penalty: 4847.765625
	Iteration 44Q: 3 clusters Score -2570583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2570587.000000 Penalty: 4847.765625
	Iteration 45Q: 3 clusters Score -2570587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2570587.000000 Penalty: 4847.765625
	Iteration 46Q: 3 clusters Score -2570587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2570593.250000 Penalty: 4847.765625
	Iteration 47Q: 3 clusters Score -2570593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2570591.000000 Penalty: 4847.765625
	Iteration 48Q: 3 clusters Score -2570591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2570602.500000 Penalty: 4847.765625
	Iteration 49Q: 3 clusters Score -2570602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2570600.750000 Penalty: 4847.765625
	Iteration 50Q: 3 clusters Score -2570601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2570610.000000 Penalty: 4847.765625
	Iteration 51Q: 3 clusters Score -2570610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2570612.000000 Penalty: 4847.765625
	Iteration 52Q: 3 clusters Score -2570612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2570608.000000 Penalty: 4847.765625
	Iteration 53Q: 3 clusters Score -2570608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2570610.750000 Penalty: 4847.765625
	Iteration 54Q: 3 clusters Score -2570611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2570606.750000 Penalty: 4847.765625
	Iteration 55Q: 3 clusters Score -2570607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2570608.500000 Penalty: 4847.765625
	Iteration 56Q: 3 clusters Score -2570608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2570612.000000 Penalty: 4847.765625
	Iteration 57Q: 3 clusters Score -2570612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2570610.000000 Penalty: 4847.765625
	Iteration 58Q: 3 clusters Score -2570610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2570607.750000 Penalty: 4847.765625
	Iteration 59Q: 3 clusters Score -2570608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2570611.250000 Penalty: 4847.765625
	Iteration 60F: 3 clusters Score -2570611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2570607.500000 Penalty: 4847.765625
	Iteration 61Q: 3 clusters Score -2570608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2570613.500000 Penalty: 4847.765625
	Iteration 62Q: 3 clusters Score -2570614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2570611.500000 Penalty: 4847.765625
	Iteration 63Q: 3 clusters Score -2570612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2570615.000000 Penalty: 4847.765625
	Iteration 64Q: 3 clusters Score -2570615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2570614.250000 Penalty: 4847.765625
	Iteration 65Q: 3 clusters Score -2570614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2570614.000000 Penalty: 4847.765625
	Iteration 66Q: 3 clusters Score -2570614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2570614.000000 Penalty: 4847.765625
	Iteration 67F: 3 clusters Score -2570614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32673.921875 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32673.92 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 148 members 
Entering Unmasked Estep 
Score: -31643.271484 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31643.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32011.007812 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -32011.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32275.484375 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -32275.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32442.939453 Penalty: 2807.103027
	Iteration 3F: 3 clusters Score -32442.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32503.431641 Penalty: 2807.103027
	Iteration 4Q: 3 clusters Score -32503.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32521.958984 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -32521.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32526.121094 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -32526.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32544.224609 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -32544.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32546.945312 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -32546.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32551.121094 Penalty: 2807.103027
	Iteration 9Q: 3 clusters Score -32551.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32559.863281 Penalty: 2807.103027
	Iteration 10Q: 3 clusters Score -32559.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32559.863281 Penalty: 2807.103027
	Iteration 11F: 3 clusters Score -32559.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1145976.750000 Penalty: 2222.450684
	Iteration 0F: 2 clusters Score -1145977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1139712.125000 Penalty: 4444.901367
	Iteration 0F: 3 clusters Score -1139712 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1141448.875000 Penalty: 4444.901367
	Iteration 1F: 3 clusters Score -1141449 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1141785.125000 Penalty: 4444.901367
	Iteration 2F: 3 clusters Score -1141785 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1142076.375000 Penalty: 4444.901367
	Iteration 3F: 3 clusters Score -1142076 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1142368.625000 Penalty: 4444.901367
	Iteration 4F: 3 clusters Score -1142369 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1142699.250000 Penalty: 4444.901367
	Iteration 5F: 3 clusters Score -1142699 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1142988.125000 Penalty: 4444.901367
	Iteration 6F: 3 clusters Score -1142988 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1143261.875000 Penalty: 4444.901367
	Iteration 7F: 3 clusters Score -1143262 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1143512.500000 Penalty: 4444.901367
	Iteration 8Q: 3 clusters Score -1143512 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1143721.625000 Penalty: 4444.901367
	Iteration 9Q: 3 clusters Score -1143722 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1143913.875000 Penalty: 4444.901367
	Iteration 10Q: 3 clusters Score -1143914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1144061.750000 Penalty: 4444.901367
	Iteration 11Q: 3 clusters Score -1144062 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1144180.125000 Penalty: 4444.901367
	Iteration 12Q: 3 clusters Score -1144180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1144258.000000 Penalty: 4444.901367
	Iteration 13Q: 3 clusters Score -1144258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1144336.750000 Penalty: 4444.901367
	Iteration 14Q: 3 clusters Score -1144337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1144400.500000 Penalty: 4444.901367
	Iteration 15Q: 3 clusters Score -1144400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1144452.500000 Penalty: 4444.901367
	Iteration 16Q: 3 clusters Score -1144452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1144499.875000 Penalty: 4444.901367
	Iteration 17Q: 3 clusters Score -1144500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1144527.125000 Penalty: 4444.901367
	Iteration 18Q: 3 clusters Score -1144527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1144566.125000 Penalty: 4444.901367
	Iteration 19Q: 3 clusters Score -1144566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1144588.875000 Penalty: 4444.901367
	Iteration 20F: 3 clusters Score -1144589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1144611.625000 Penalty: 4444.901367
	Iteration 21Q: 3 clusters Score -1144612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1144631.750000 Penalty: 4444.901367
	Iteration 22Q: 3 clusters Score -1144632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1144646.500000 Penalty: 4444.901367
	Iteration 23Q: 3 clusters Score -1144646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1144662.750000 Penalty: 4444.901367
	Iteration 24Q: 3 clusters Score -1144663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1144679.500000 Penalty: 4444.901367
	Iteration 25Q: 3 clusters Score -1144680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1144697.125000 Penalty: 4444.901367
	Iteration 26Q: 3 clusters Score -1144697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1144710.125000 Penalty: 4444.901367
	Iteration 27Q: 3 clusters Score -1144710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1144715.375000 Penalty: 4444.901367
	Iteration 28Q: 3 clusters Score -1144715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1144724.875000 Penalty: 4444.901367
	Iteration 29Q: 3 clusters Score -1144725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1144729.625000 Penalty: 4444.901367
	Iteration 30Q: 3 clusters Score -1144730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1144735.375000 Penalty: 4444.901367
	Iteration 31Q: 3 clusters Score -1144735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1144738.875000 Penalty: 4444.901367
	Iteration 32Q: 3 clusters Score -1144739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1144744.500000 Penalty: 4444.901367
	Iteration 33Q: 3 clusters Score -1144744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1144743.250000 Penalty: 4444.901367
	Iteration 34Q: 3 clusters Score -1144743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1144744.750000 Penalty: 4444.901367
	Iteration 35Q: 3 clusters Score -1144745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1144744.125000 Penalty: 4444.901367
	Iteration 36Q: 3 clusters Score -1144744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1144744.125000 Penalty: 4444.901367
	Iteration 37Q: 3 clusters Score -1144744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1144746.000000 Penalty: 4444.901367
	Iteration 38Q: 3 clusters Score -1144746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1144747.625000 Penalty: 4444.901367
	Iteration 39Q: 3 clusters Score -1144748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1144747.625000 Penalty: 4444.901367
	Iteration 40F: 3 clusters Score -1144748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1144749.125000 Penalty: 4444.901367
	Iteration 41Q: 3 clusters Score -1144749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1144749.125000 Penalty: 4444.901367
	Iteration 42F: 3 clusters Score -1144749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Entering Unmasked Estep 
Score: -5089539.500000 Penalty: 2577.065430
	Iteration 0F: 2 clusters Score -5089540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5067308.500000 Penalty: 5154.130859
	Iteration 0F: 3 clusters Score -5067308 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5075264.500000 Penalty: 5154.130859
	Iteration 1F: 3 clusters Score -5075264 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5075836.500000 Penalty: 5154.130859
	Iteration 2Q: 3 clusters Score -5075836 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5076314.000000 Penalty: 5154.130859
	Iteration 3Q: 3 clusters Score -5076314 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5076965.500000 Penalty: 5154.130859
	Iteration 4Q: 3 clusters Score -5076966 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5077871.500000 Penalty: 5154.130859
	Iteration 5F: 3 clusters Score -5077872 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -5079220.000000 Penalty: 5154.130859
	Iteration 6F: 3 clusters Score -5079220 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5080868.500000 Penalty: 5154.130859
	Iteration 7F: 3 clusters Score -5080868 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5082568.000000 Penalty: 5154.130859
	Iteration 8F: 3 clusters Score -5082568 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5084023.000000 Penalty: 5154.130859
	Iteration 9F: 3 clusters Score -5084023 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -5085135.000000 Penalty: 5154.130859
	Iteration 10Q: 3 clusters Score -5085135 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -5085901.000000 Penalty: 5154.130859
	Iteration 11Q: 3 clusters Score -5085901 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5086415.000000 Penalty: 5154.130859
	Iteration 12Q: 3 clusters Score -5086415 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -5086763.500000 Penalty: 5154.130859
	Iteration 13Q: 3 clusters Score -5086764 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5086931.000000 Penalty: 5154.130859
	Iteration 14Q: 3 clusters Score -5086931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5087052.500000 Penalty: 5154.130859
	Iteration 15Q: 3 clusters Score -5087052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -5087133.000000 Penalty: 5154.130859
	Iteration 16Q: 3 clusters Score -5087133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -5087171.000000 Penalty: 5154.130859
	Iteration 17Q: 3 clusters Score -5087171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -5087210.500000 Penalty: 5154.130859
	Iteration 18Q: 3 clusters Score -5087210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -5087251.500000 Penalty: 5154.130859
	Iteration 19Q: 3 clusters Score -5087252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5087300.000000 Penalty: 5154.130859
	Iteration 20F: 3 clusters Score -5087300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -5087326.000000 Penalty: 5154.130859
	Iteration 21Q: 3 clusters Score -5087326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5087343.000000 Penalty: 5154.130859
	Iteration 22Q: 3 clusters Score -5087343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5087359.000000 Penalty: 5154.130859
	Iteration 23Q: 3 clusters Score -5087359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -5087376.000000 Penalty: 5154.130859
	Iteration 24Q: 3 clusters Score -5087376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -5087398.000000 Penalty: 5154.130859
	Iteration 25Q: 3 clusters Score -5087398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -5087397.500000 Penalty: 5154.130859
	Iteration 26Q: 3 clusters Score -5087398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5087410.500000 Penalty: 5154.130859
	Iteration 27Q: 3 clusters Score -5087410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -5087420.500000 Penalty: 5154.130859
	Iteration 28Q: 3 clusters Score -5087420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5087418.500000 Penalty: 5154.130859
	Iteration 29Q: 3 clusters Score -5087418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -5087418.500000 Penalty: 5154.130859
	Iteration 30F: 3 clusters Score -5087418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Entering Unmasked Estep 
Score: -9964805.000000 Penalty: 2740.797852
	Iteration 0F: 2 clusters Score -9964805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -9923128.000000 Penalty: 5481.595703
	Iteration 0F: 3 clusters Score -9923128 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -9939374.000000 Penalty: 5481.595703
	Iteration 1F: 3 clusters Score -9939374 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -9940146.000000 Penalty: 5481.595703
	Iteration 2Q: 3 clusters Score -9940146 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -9940948.000000 Penalty: 5481.595703
	Iteration 3Q: 3 clusters Score -9940948 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -9941865.000000 Penalty: 5481.595703
	Iteration 4Q: 3 clusters Score -9941865 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9943057.000000 Penalty: 5481.595703
	Iteration 5Q: 3 clusters Score -9943057 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -9944495.000000 Penalty: 5481.595703
	Iteration 6F: 3 clusters Score -9944495 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -9946004.000000 Penalty: 5481.595703
	Iteration 7F: 3 clusters Score -9946004 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -9947609.000000 Penalty: 5481.595703
	Iteration 8F: 3 clusters Score -9947609 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -9949367.000000 Penalty: 5481.595703
	Iteration 9F: 3 clusters Score -9949367 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -9951315.000000 Penalty: 5481.595703
	Iteration 10F: 3 clusters Score -9951315 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -9953377.000000 Penalty: 5481.595703
	Iteration 11F: 3 clusters Score -9953377 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -9955553.000000 Penalty: 5481.595703
	Iteration 12Q: 3 clusters Score -9955553 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -9957552.000000 Penalty: 5481.595703
	Iteration 13Q: 3 clusters Score -9957552 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -9959315.000000 Penalty: 5481.595703
	Iteration 14Q: 3 clusters Score -9959315 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -9960441.000000 Penalty: 5481.595703
	Iteration 15Q: 3 clusters Score -9960441 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -9961166.000000 Penalty: 5481.595703
	Iteration 16Q: 3 clusters Score -9961166 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -9961605.000000 Penalty: 5481.595703
	Iteration 17Q: 3 clusters Score -9961605 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -9961835.000000 Penalty: 5481.595703
	Iteration 18Q: 3 clusters Score -9961835 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -9962019.000000 Penalty: 5481.595703
	Iteration 19Q: 3 clusters Score -9962019 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -9962149.000000 Penalty: 5481.595703
	Iteration 20F: 3 clusters Score -9962149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -9962219.000000 Penalty: 5481.595703
	Iteration 21Q: 3 clusters Score -9962219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -9962259.000000 Penalty: 5481.595703
	Iteration 22Q: 3 clusters Score -9962259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -9962298.000000 Penalty: 5481.595703
	Iteration 23Q: 3 clusters Score -9962298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -9962330.000000 Penalty: 5481.595703
	Iteration 24Q: 3 clusters Score -9962330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -9962348.000000 Penalty: 5481.595703
	Iteration 25Q: 3 clusters Score -9962348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -9962376.000000 Penalty: 5481.595703
	Iteration 26Q: 3 clusters Score -9962376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -9962382.000000 Penalty: 5481.595703
	Iteration 27Q: 3 clusters Score -9962382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -9962382.000000 Penalty: 5481.595703
	Iteration 28Q: 3 clusters Score -9962382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -9962397.000000 Penalty: 5481.595703
	Iteration 29Q: 3 clusters Score -9962397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -9962414.000000 Penalty: 5481.595703
	Iteration 30Q: 3 clusters Score -9962414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -9962421.000000 Penalty: 5481.595703
	Iteration 31Q: 3 clusters Score -9962421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -9962437.000000 Penalty: 5481.595703
	Iteration 32Q: 3 clusters Score -9962437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -9962435.000000 Penalty: 5481.595703
	Iteration 33Q: 3 clusters Score -9962435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -9962431.000000 Penalty: 5481.595703
	Iteration 34Q: 3 clusters Score -9962431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -9962431.000000 Penalty: 5481.595703
	Iteration 35F: 3 clusters Score -9962431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Entering Unmasked Estep 
Score: -2537627.500000 Penalty: 2415.628906
	Iteration 0F: 2 clusters Score -2537628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2525491.750000 Penalty: 4831.257812
	Iteration 0F: 3 clusters Score -2525492 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2529572.000000 Penalty: 4831.257812
	Iteration 1F: 3 clusters Score -2529572 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2530218.000000 Penalty: 4831.257812
	Iteration 2F: 3 clusters Score -2530218 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2530846.000000 Penalty: 4831.257812
	Iteration 3F: 3 clusters Score -2530846 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2531494.000000 Penalty: 4831.257812
	Iteration 4F: 3 clusters Score -2531494 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2532148.250000 Penalty: 4831.257812
	Iteration 5F: 3 clusters Score -2532148 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2532827.000000 Penalty: 4831.257812
	Iteration 6F: 3 clusters Score -2532827 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2533506.000000 Penalty: 4831.257812
	Iteration 7F: 3 clusters Score -2533506 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2534041.500000 Penalty: 4831.257812
	Iteration 8Q: 3 clusters Score -2534042 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2534395.500000 Penalty: 4831.257812
	Iteration 9Q: 3 clusters Score -2534396 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2534624.750000 Penalty: 4831.257812
	Iteration 10Q: 3 clusters Score -2534625 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2534778.000000 Penalty: 4831.257812
	Iteration 11Q: 3 clusters Score -2534778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2534887.250000 Penalty: 4831.257812
	Iteration 12Q: 3 clusters Score -2534887 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2534960.750000 Penalty: 4831.257812
	Iteration 13Q: 3 clusters Score -2534961 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2535003.750000 Penalty: 4831.257812
	Iteration 14Q: 3 clusters Score -2535004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2535036.500000 Penalty: 4831.257812
	Iteration 15Q: 3 clusters Score -2535036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2535071.250000 Penalty: 4831.257812
	Iteration 16Q: 3 clusters Score -2535071 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2535107.250000 Penalty: 4831.257812
	Iteration 17Q: 3 clusters Score -2535107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2535163.500000 Penalty: 4831.257812
	Iteration 18Q: 3 clusters Score -2535164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2535200.000000 Penalty: 4831.257812
	Iteration 19Q: 3 clusters Score -2535200 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2535258.000000 Penalty: 4831.257812
	Iteration 20F: 3 clusters Score -2535258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2535320.750000 Penalty: 4831.257812
	Iteration 21Q: 3 clusters Score -2535321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2535376.750000 Penalty: 4831.257812
	Iteration 22Q: 3 clusters Score -2535377 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2535421.000000 Penalty: 4831.257812
	Iteration 23Q: 3 clusters Score -2535421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2535454.250000 Penalty: 4831.257812
	Iteration 24Q: 3 clusters Score -2535454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2535481.750000 Penalty: 4831.257812
	Iteration 25Q: 3 clusters Score -2535482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2535503.500000 Penalty: 4831.257812
	Iteration 26Q: 3 clusters Score -2535504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2535536.500000 Penalty: 4831.257812
	Iteration 27Q: 3 clusters Score -2535536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2535555.500000 Penalty: 4831.257812
	Iteration 28Q: 3 clusters Score -2535556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2535568.750000 Penalty: 4831.257812
	Iteration 29Q: 3 clusters Score -2535569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2535597.750000 Penalty: 4831.257812
	Iteration 30Q: 3 clusters Score -2535598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2535615.250000 Penalty: 4831.257812
	Iteration 31Q: 3 clusters Score -2535615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2535625.500000 Penalty: 4831.257812
	Iteration 32Q: 3 clusters Score -2535626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2535644.000000 Penalty: 4831.257812
	Iteration 33Q: 3 clusters Score -2535644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2535664.750000 Penalty: 4831.257812
	Iteration 34Q: 3 clusters Score -2535665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2535670.250000 Penalty: 4831.257812
	Iteration 35Q: 3 clusters Score -2535670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2535682.250000 Penalty: 4831.257812
	Iteration 36Q: 3 clusters Score -2535682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2535689.250000 Penalty: 4831.257812
	Iteration 37Q: 3 clusters Score -2535689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2535686.000000 Penalty: 4831.257812
	Iteration 38Q: 3 clusters Score -2535686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2535694.500000 Penalty: 4831.257812
	Iteration 39Q: 3 clusters Score -2535694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2535703.750000 Penalty: 4831.257812
	Iteration 40F: 3 clusters Score -2535704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2535716.750000 Penalty: 4831.257812
	Iteration 41Q: 3 clusters Score -2535717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2535715.250000 Penalty: 4831.257812
	Iteration 42Q: 3 clusters Score -2535715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2535721.750000 Penalty: 4831.257812
	Iteration 43Q: 3 clusters Score -2535722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2535735.750000 Penalty: 4831.257812
	Iteration 44Q: 3 clusters Score -2535736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2535747.000000 Penalty: 4831.257812
	Iteration 45Q: 3 clusters Score -2535747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2535757.000000 Penalty: 4831.257812
	Iteration 46Q: 3 clusters Score -2535757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2535763.750000 Penalty: 4831.257812
	Iteration 47Q: 3 clusters Score -2535764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2535780.250000 Penalty: 4831.257812
	Iteration 48Q: 3 clusters Score -2535780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2535792.250000 Penalty: 4831.257812
	Iteration 49Q: 3 clusters Score -2535792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2535791.500000 Penalty: 4831.257812
	Iteration 50Q: 3 clusters Score -2535792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2535801.000000 Penalty: 4831.257812
	Iteration 51Q: 3 clusters Score -2535801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2535815.250000 Penalty: 4831.257812
	Iteration 52Q: 3 clusters Score -2535815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2535827.000000 Penalty: 4831.257812
	Iteration 53Q: 3 clusters Score -2535827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2535832.750000 Penalty: 4831.257812
	Iteration 54Q: 3 clusters Score -2535833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2535833.250000 Penalty: 4831.257812
	Iteration 55Q: 3 clusters Score -2535833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2535835.000000 Penalty: 4831.257812
	Iteration 56Q: 3 clusters Score -2535835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2535844.250000 Penalty: 4831.257812
	Iteration 57Q: 3 clusters Score -2535844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2535845.750000 Penalty: 4831.257812
	Iteration 58Q: 3 clusters Score -2535846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2535849.500000 Penalty: 4831.257812
	Iteration 59Q: 3 clusters Score -2535850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2535850.750000 Penalty: 4831.257812
	Iteration 60F: 3 clusters Score -2535851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2535850.000000 Penalty: 4831.257812
	Iteration 61Q: 3 clusters Score -2535850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2535854.500000 Penalty: 4831.257812
	Iteration 62Q: 3 clusters Score -2535854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2535861.250000 Penalty: 4831.257812
	Iteration 63Q: 3 clusters Score -2535861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2535867.750000 Penalty: 4831.257812
	Iteration 64Q: 3 clusters Score -2535868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2535873.750000 Penalty: 4831.257812
	Iteration 65Q: 3 clusters Score -2535874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2535882.000000 Penalty: 4831.257812
	Iteration 66Q: 3 clusters Score -2535882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2535883.500000 Penalty: 4831.257812
	Iteration 67Q: 3 clusters Score -2535884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2535891.250000 Penalty: 4831.257812
	Iteration 68Q: 3 clusters Score -2535891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2535902.500000 Penalty: 4831.257812
	Iteration 69Q: 3 clusters Score -2535902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2535903.500000 Penalty: 4831.257812
	Iteration 70Q: 3 clusters Score -2535904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2535910.500000 Penalty: 4831.257812
	Iteration 71Q: 3 clusters Score -2535910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2535914.250000 Penalty: 4831.257812
	Iteration 72Q: 3 clusters Score -2535914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2535917.250000 Penalty: 4831.257812
	Iteration 73Q: 3 clusters Score -2535917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2535914.250000 Penalty: 4831.257812
	Iteration 74Q: 3 clusters Score -2535914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2535915.500000 Penalty: 4831.257812
	Iteration 75Q: 3 clusters Score -2535916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2535915.000000 Penalty: 4831.257812
	Iteration 76Q: 3 clusters Score -2535915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2535917.500000 Penalty: 4831.257812
	Iteration 77Q: 3 clusters Score -2535918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2535918.500000 Penalty: 4831.257812
	Iteration 78Q: 3 clusters Score -2535918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2535921.750000 Penalty: 4831.257812
	Iteration 79Q: 3 clusters Score -2535922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2535921.750000 Penalty: 4831.257812
	Iteration 80F: 3 clusters Score -2535922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 144 members 
Entering Unmasked Estep 
Score: -35258.488281 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35258.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35383.886719 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35383.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35432.335938 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35432.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35452.648438 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35452.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35471.820312 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35471.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35480.886719 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35480.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35484.535156 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -35484.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35491.773438 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -35491.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35491.773438 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -35491.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Entering Unmasked Estep 
Score: -8105762.000000 Penalty: 2694.349365
	Iteration 0F: 2 clusters Score -8105762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -8070675.000000 Penalty: 5388.698730
	Iteration 0F: 3 clusters Score -8070675 nChanged 24227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8084309.000000 Penalty: 5388.698730
	Iteration 1F: 3 clusters Score -8084309 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8085259.000000 Penalty: 5388.698730
	Iteration 2Q: 3 clusters Score -8085259 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -8086571.500000 Penalty: 5388.698730
	Iteration 3F: 3 clusters Score -8086572 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -8088341.500000 Penalty: 5388.698730
	Iteration 4F: 3 clusters Score -8088342 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -8090662.500000 Penalty: 5388.698730
	Iteration 5F: 3 clusters Score -8090662 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8093000.500000 Penalty: 5388.698730
	Iteration 6F: 3 clusters Score -8093000 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -8094759.000000 Penalty: 5388.698730
	Iteration 7F: 3 clusters Score -8094759 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -8096061.000000 Penalty: 5388.698730
	Iteration 8F: 3 clusters Score -8096061 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8097031.000000 Penalty: 5388.698730
	Iteration 9Q: 3 clusters Score -8097031 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -8097900.000000 Penalty: 5388.698730
	Iteration 10Q: 3 clusters Score -8097900 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8098716.000000 Penalty: 5388.698730
	Iteration 11Q: 3 clusters Score -8098716 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8099462.000000 Penalty: 5388.698730
	Iteration 12Q: 3 clusters Score -8099462 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8100191.500000 Penalty: 5388.698730
	Iteration 13Q: 3 clusters Score -8100192 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8100899.500000 Penalty: 5388.698730
	Iteration 14Q: 3 clusters Score -8100900 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8101535.000000 Penalty: 5388.698730
	Iteration 15Q: 3 clusters Score -8101535 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -8102162.500000 Penalty: 5388.698730
	Iteration 16Q: 3 clusters Score -8102162 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -8102645.500000 Penalty: 5388.698730
	Iteration 17Q: 3 clusters Score -8102646 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -8103016.000000 Penalty: 5388.698730
	Iteration 18Q: 3 clusters Score -8103016 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -8103280.500000 Penalty: 5388.698730
	Iteration 19Q: 3 clusters Score -8103280 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -8103452.000000 Penalty: 5388.698730
	Iteration 20F: 3 clusters Score -8103452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -8103592.000000 Penalty: 5388.698730
	Iteration 21Q: 3 clusters Score -8103592 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -8103682.000000 Penalty: 5388.698730
	Iteration 22Q: 3 clusters Score -8103682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -8103766.500000 Penalty: 5388.698730
	Iteration 23Q: 3 clusters Score -8103766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -8103792.000000 Penalty: 5388.698730
	Iteration 24Q: 3 clusters Score -8103792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -8103829.500000 Penalty: 5388.698730
	Iteration 25Q: 3 clusters Score -8103830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -8103853.000000 Penalty: 5388.698730
	Iteration 26Q: 3 clusters Score -8103853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -8103876.000000 Penalty: 5388.698730
	Iteration 27Q: 3 clusters Score -8103876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -8103888.500000 Penalty: 5388.698730
	Iteration 28Q: 3 clusters Score -8103888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -8103903.000000 Penalty: 5388.698730
	Iteration 29Q: 3 clusters Score -8103903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -8103915.000000 Penalty: 5388.698730
	Iteration 30Q: 3 clusters Score -8103915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -8103936.000000 Penalty: 5388.698730
	Iteration 31Q: 3 clusters Score -8103936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -8103955.000000 Penalty: 5388.698730
	Iteration 32Q: 3 clusters Score -8103955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -8103961.500000 Penalty: 5388.698730
	Iteration 33Q: 3 clusters Score -8103962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -8103967.500000 Penalty: 5388.698730
	Iteration 34Q: 3 clusters Score -8103968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -8103966.000000 Penalty: 5388.698730
	Iteration 35Q: 3 clusters Score -8103966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -8103969.500000 Penalty: 5388.698730
	Iteration 36Q: 3 clusters Score -8103970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -8103963.000000 Penalty: 5388.698730
	Iteration 37Q: 3 clusters Score -8103963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -8103967.500000 Penalty: 5388.698730
	Iteration 38Q: 3 clusters Score -8103968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -8103965.000000 Penalty: 5388.698730
	Iteration 39Q: 3 clusters Score -8103965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -8103966.500000 Penalty: 5388.698730
	Iteration 40F: 3 clusters Score -8103966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -8103971.000000 Penalty: 5388.698730
	Iteration 41Q: 3 clusters Score -8103971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -8103971.000000 Penalty: 5388.698730
	Iteration 42Q: 3 clusters Score -8103971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -8103974.000000 Penalty: 5388.698730
	Iteration 43Q: 3 clusters Score -8103974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -8103974.000000 Penalty: 5388.698730
	Iteration 44F: 3 clusters Score -8103974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -218657.609375 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -218657.6 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 759 members 
Entering Unmasked Estep 
Score: -216377.765625 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -216377.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -216786.390625 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -216786.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -216908.500000 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -216908.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -216965.000000 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -216965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -216992.234375 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -216992.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -217025.000000 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -217025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217057.531250 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -217057.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217088.625000 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -217088.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217108.328125 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -217108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -217122.031250 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -217122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217136.875000 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -217136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217146.265625 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -217146.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217152.328125 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -217152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -217156.328125 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -217156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -217159.703125 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -217159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217160.578125 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -217160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217160.578125 Penalty: 3616.999268
	Iteration 16F: 3 clusters Score -217160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Entering Unmasked Estep 
Score: -1920092.000000 Penalty: 2344.259277
	Iteration 0F: 2 clusters Score -1920092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1910685.875000 Penalty: 4688.518555
	Iteration 0F: 3 clusters Score -1910686 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1913577.750000 Penalty: 4688.518555
	Iteration 1F: 3 clusters Score -1913578 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1913990.375000 Penalty: 4688.518555
	Iteration 2F: 3 clusters Score -1913990 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1914390.500000 Penalty: 4688.518555
	Iteration 3F: 3 clusters Score -1914390 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1914766.000000 Penalty: 4688.518555
	Iteration 4F: 3 clusters Score -1914766 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1915228.625000 Penalty: 4688.518555
	Iteration 5F: 3 clusters Score -1915229 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1915801.500000 Penalty: 4688.518555
	Iteration 6F: 3 clusters Score -1915802 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1916432.000000 Penalty: 4688.518555
	Iteration 7F: 3 clusters Score -1916432 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1917077.500000 Penalty: 4688.518555
	Iteration 8F: 3 clusters Score -1917078 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1917640.250000 Penalty: 4688.518555
	Iteration 9F: 3 clusters Score -1917640 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1918016.125000 Penalty: 4688.518555
	Iteration 10Q: 3 clusters Score -1918016 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1918301.000000 Penalty: 4688.518555
	Iteration 11Q: 3 clusters Score -1918301 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1918536.750000 Penalty: 4688.518555
	Iteration 12Q: 3 clusters Score -1918537 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1918703.750000 Penalty: 4688.518555
	Iteration 13Q: 3 clusters Score -1918704 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1918836.500000 Penalty: 4688.518555
	Iteration 14Q: 3 clusters Score -1918836 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1918957.625000 Penalty: 4688.518555
	Iteration 15Q: 3 clusters Score -1918958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1919101.875000 Penalty: 4688.518555
	Iteration 16Q: 3 clusters Score -1919102 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1919221.125000 Penalty: 4688.518555
	Iteration 17Q: 3 clusters Score -1919221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1919309.375000 Penalty: 4688.518555
	Iteration 18Q: 3 clusters Score -1919309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1919373.000000 Penalty: 4688.518555
	Iteration 19Q: 3 clusters Score -1919373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1919421.000000 Penalty: 4688.518555
	Iteration 20F: 3 clusters Score -1919421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1919442.375000 Penalty: 4688.518555
	Iteration 21Q: 3 clusters Score -1919442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1919460.125000 Penalty: 4688.518555
	Iteration 22Q: 3 clusters Score -1919460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1919473.375000 Penalty: 4688.518555
	Iteration 23Q: 3 clusters Score -1919473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1919478.875000 Penalty: 4688.518555
	Iteration 24Q: 3 clusters Score -1919479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1919481.875000 Penalty: 4688.518555
	Iteration 25Q: 3 clusters Score -1919482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1919485.375000 Penalty: 4688.518555
	Iteration 26Q: 3 clusters Score -1919485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1919489.250000 Penalty: 4688.518555
	Iteration 27Q: 3 clusters Score -1919489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1919494.625000 Penalty: 4688.518555
	Iteration 28Q: 3 clusters Score -1919495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1919497.875000 Penalty: 4688.518555
	Iteration 29Q: 3 clusters Score -1919498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1919501.250000 Penalty: 4688.518555
	Iteration 30Q: 3 clusters Score -1919501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1919500.375000 Penalty: 4688.518555
	Iteration 31Q: 3 clusters Score -1919500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1919503.500000 Penalty: 4688.518555
	Iteration 32Q: 3 clusters Score -1919504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1919504.375000 Penalty: 4688.518555
	Iteration 33Q: 3 clusters Score -1919504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1919505.375000 Penalty: 4688.518555
	Iteration 34Q: 3 clusters Score -1919505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1919507.125000 Penalty: 4688.518555
	Iteration 35Q: 3 clusters Score -1919507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1919513.125000 Penalty: 4688.518555
	Iteration 36Q: 3 clusters Score -1919513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1919510.625000 Penalty: 4688.518555
	Iteration 37Q: 3 clusters Score -1919511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1919513.375000 Penalty: 4688.518555
	Iteration 38Q: 3 clusters Score -1919513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1919515.500000 Penalty: 4688.518555
	Iteration 39Q: 3 clusters Score -1919516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1919516.000000 Penalty: 4688.518555
	Iteration 40F: 3 clusters Score -1919516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1919515.625000 Penalty: 4688.518555
	Iteration 41Q: 3 clusters Score -1919516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1919523.625000 Penalty: 4688.518555
	Iteration 42Q: 3 clusters Score -1919524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1919522.375000 Penalty: 4688.518555
	Iteration 43Q: 3 clusters Score -1919522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1919522.875000 Penalty: 4688.518555
	Iteration 44Q: 3 clusters Score -1919523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1919523.625000 Penalty: 4688.518555
	Iteration 45Q: 3 clusters Score -1919524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1919522.500000 Penalty: 4688.518555
	Iteration 46Q: 3 clusters Score -1919522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1919527.000000 Penalty: 4688.518555
	Iteration 47Q: 3 clusters Score -1919527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1919525.250000 Penalty: 4688.518555
	Iteration 48Q: 3 clusters Score -1919525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1919527.250000 Penalty: 4688.518555
	Iteration 49Q: 3 clusters Score -1919527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1919526.125000 Penalty: 4688.518555
	Iteration 50Q: 3 clusters Score -1919526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1919527.750000 Penalty: 4688.518555
	Iteration 51Q: 3 clusters Score -1919528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1919528.750000 Penalty: 4688.518555
	Iteration 52Q: 3 clusters Score -1919529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1919528.000000 Penalty: 4688.518555
	Iteration 53Q: 3 clusters Score -1919528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1919528.000000 Penalty: 4688.518555
	Iteration 54F: 3 clusters Score -1919528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Entering Unmasked Estep 
Score: -1429050.375000 Penalty: 2270.371094
	Iteration 0F: 2 clusters Score -1429050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1421772.750000 Penalty: 4540.742188
	Iteration 0F: 3 clusters Score -1421773 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1424099.500000 Penalty: 4540.742188
	Iteration 1F: 3 clusters Score -1424100 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1424727.750000 Penalty: 4540.742188
	Iteration 2F: 3 clusters Score -1424728 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1425249.750000 Penalty: 4540.742188
	Iteration 3F: 3 clusters Score -1425250 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1425660.625000 Penalty: 4540.742188
	Iteration 4F: 3 clusters Score -1425661 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1425994.500000 Penalty: 4540.742188
	Iteration 5F: 3 clusters Score -1425994 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1426296.250000 Penalty: 4540.742188
	Iteration 6F: 3 clusters Score -1426296 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1426563.250000 Penalty: 4540.742188
	Iteration 7Q: 3 clusters Score -1426563 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1426825.875000 Penalty: 4540.742188
	Iteration 8Q: 3 clusters Score -1426826 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1427067.875000 Penalty: 4540.742188
	Iteration 9Q: 3 clusters Score -1427068 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1427309.875000 Penalty: 4540.742188
	Iteration 10Q: 3 clusters Score -1427310 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1427504.000000 Penalty: 4540.742188
	Iteration 11Q: 3 clusters Score -1427504 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1427653.000000 Penalty: 4540.742188
	Iteration 12Q: 3 clusters Score -1427653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1427796.875000 Penalty: 4540.742188
	Iteration 13Q: 3 clusters Score -1427797 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1427905.125000 Penalty: 4540.742188
	Iteration 14Q: 3 clusters Score -1427905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1427988.125000 Penalty: 4540.742188
	Iteration 15Q: 3 clusters Score -1427988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1428052.375000 Penalty: 4540.742188
	Iteration 16Q: 3 clusters Score -1428052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1428118.375000 Penalty: 4540.742188
	Iteration 17Q: 3 clusters Score -1428118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1428164.375000 Penalty: 4540.742188
	Iteration 18Q: 3 clusters Score -1428164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1428197.000000 Penalty: 4540.742188
	Iteration 19Q: 3 clusters Score -1428197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1428219.875000 Penalty: 4540.742188
	Iteration 20F: 3 clusters Score -1428220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1428231.625000 Penalty: 4540.742188
	Iteration 21Q: 3 clusters Score -1428232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1428237.250000 Penalty: 4540.742188
	Iteration 22Q: 3 clusters Score -1428237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1428246.875000 Penalty: 4540.742188
	Iteration 23Q: 3 clusters Score -1428247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1428253.750000 Penalty: 4540.742188
	Iteration 24Q: 3 clusters Score -1428254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1428256.875000 Penalty: 4540.742188
	Iteration 25Q: 3 clusters Score -1428257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1428260.125000 Penalty: 4540.742188
	Iteration 26Q: 3 clusters Score -1428260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1428259.750000 Penalty: 4540.742188
	Iteration 27Q: 3 clusters Score -1428260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1428258.250000 Penalty: 4540.742188
	Iteration 28Q: 3 clusters Score -1428258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1428258.125000 Penalty: 4540.742188
	Iteration 29Q: 3 clusters Score -1428258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1428260.500000 Penalty: 4540.742188
	Iteration 30Q: 3 clusters Score -1428260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1428258.750000 Penalty: 4540.742188
	Iteration 31Q: 3 clusters Score -1428259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1428261.375000 Penalty: 4540.742188
	Iteration 32Q: 3 clusters Score -1428261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1428261.375000 Penalty: 4540.742188
	Iteration 33F: 3 clusters Score -1428261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -1886246.500000 Penalty: 2344.978516
	Iteration 0F: 2 clusters Score -1886246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1876741.625000 Penalty: 4689.957031
	Iteration 0F: 3 clusters Score -1876742 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1880349.250000 Penalty: 4689.957031
	Iteration 1F: 3 clusters Score -1880349 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1881186.750000 Penalty: 4689.957031
	Iteration 2F: 3 clusters Score -1881187 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1881993.625000 Penalty: 4689.957031
	Iteration 3F: 3 clusters Score -1881994 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1882702.000000 Penalty: 4689.957031
	Iteration 4F: 3 clusters Score -1882702 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1883331.375000 Penalty: 4689.957031
	Iteration 5F: 3 clusters Score -1883331 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1883914.000000 Penalty: 4689.957031
	Iteration 6F: 3 clusters Score -1883914 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1884396.125000 Penalty: 4689.957031
	Iteration 7Q: 3 clusters Score -1884396 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1884734.875000 Penalty: 4689.957031
	Iteration 8Q: 3 clusters Score -1884735 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1884977.250000 Penalty: 4689.957031
	Iteration 9Q: 3 clusters Score -1884977 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1885155.875000 Penalty: 4689.957031
	Iteration 10Q: 3 clusters Score -1885156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1885276.250000 Penalty: 4689.957031
	Iteration 11Q: 3 clusters Score -1885276 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1885366.250000 Penalty: 4689.957031
	Iteration 12Q: 3 clusters Score -1885366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1885450.750000 Penalty: 4689.957031
	Iteration 13Q: 3 clusters Score -1885451 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1885557.625000 Penalty: 4689.957031
	Iteration 14Q: 3 clusters Score -1885558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1885714.000000 Penalty: 4689.957031
	Iteration 15Q: 3 clusters Score -1885714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1885904.750000 Penalty: 4689.957031
	Iteration 16Q: 3 clusters Score -1885905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1886099.500000 Penalty: 4689.957031
	Iteration 17Q: 3 clusters Score -1886100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1886274.500000 Penalty: 4689.957031
	Iteration 18Q: 3 clusters Score -1886274 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1886405.250000 Penalty: 4689.957031
	Iteration 19Q: 3 clusters Score -1886405 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1886490.250000 Penalty: 4689.957031
	Iteration 20F: 3 clusters Score -1886490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1886555.375000 Penalty: 4689.957031
	Iteration 21Q: 3 clusters Score -1886555 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1886604.375000 Penalty: 4689.957031
	Iteration 22Q: 3 clusters Score -1886604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1886635.375000 Penalty: 4689.957031
	Iteration 23Q: 3 clusters Score -1886635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1886650.375000 Penalty: 4689.957031
	Iteration 24Q: 3 clusters Score -1886650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1886663.125000 Penalty: 4689.957031
	Iteration 25Q: 3 clusters Score -1886663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1886667.125000 Penalty: 4689.957031
	Iteration 26Q: 3 clusters Score -1886667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1886676.375000 Penalty: 4689.957031
	Iteration 27Q: 3 clusters Score -1886676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1886674.250000 Penalty: 4689.957031
	Iteration 28Q: 3 clusters Score -1886674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1886675.000000 Penalty: 4689.957031
	Iteration 29Q: 3 clusters Score -1886675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1886678.125000 Penalty: 4689.957031
	Iteration 30Q: 3 clusters Score -1886678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1886680.250000 Penalty: 4689.957031
	Iteration 31Q: 3 clusters Score -1886680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1886687.875000 Penalty: 4689.957031
	Iteration 32Q: 3 clusters Score -1886688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1886691.625000 Penalty: 4689.957031
	Iteration 33Q: 3 clusters Score -1886692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1886691.250000 Penalty: 4689.957031
	Iteration 34Q: 3 clusters Score -1886691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1886695.375000 Penalty: 4689.957031
	Iteration 35Q: 3 clusters Score -1886695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1886694.375000 Penalty: 4689.957031
	Iteration 36Q: 3 clusters Score -1886694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1886695.875000 Penalty: 4689.957031
	Iteration 37Q: 3 clusters Score -1886696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1886697.500000 Penalty: 4689.957031
	Iteration 38Q: 3 clusters Score -1886698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1886699.500000 Penalty: 4689.957031
	Iteration 39Q: 3 clusters Score -1886700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1886702.750000 Penalty: 4689.957031
	Iteration 40F: 3 clusters Score -1886703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1886702.375000 Penalty: 4689.957031
	Iteration 41Q: 3 clusters Score -1886702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1886702.125000 Penalty: 4689.957031
	Iteration 42Q: 3 clusters Score -1886702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1886704.250000 Penalty: 4689.957031
	Iteration 43Q: 3 clusters Score -1886704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1886705.500000 Penalty: 4689.957031
	Iteration 44Q: 3 clusters Score -1886706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1886705.750000 Penalty: 4689.957031
	Iteration 45Q: 3 clusters Score -1886706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1886705.750000 Penalty: 4689.957031
	Iteration 46F: 3 clusters Score -1886706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 6578 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 6201 members 
Entering Unmasked Estep 
Score: -120391936.000000 Penalty: 138152.000000
Splitting cluster 22 changes total score from -120392448.000000 to -120391936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (9925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Entering Unmasked Estep 
Score: -1492368.500000 Penalty: 2282.297363
	Iteration 0F: 2 clusters Score -1492368 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 5022 members 
Entering Unmasked Estep 
Score: -1484756.875000 Penalty: 4564.594727
	Iteration 0F: 3 clusters Score -1484757 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1487233.125000 Penalty: 4564.594727
	Iteration 1F: 3 clusters Score -1487233 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1487839.000000 Penalty: 4564.594727
	Iteration 2F: 3 clusters Score -1487839 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1488423.375000 Penalty: 4564.594727
	Iteration 3F: 3 clusters Score -1488423 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1488981.125000 Penalty: 4564.594727
	Iteration 4F: 3 clusters Score -1488981 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1489554.500000 Penalty: 4564.594727
	Iteration 5F: 3 clusters Score -1489554 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1490096.750000 Penalty: 4564.594727
	Iteration 6F: 3 clusters Score -1490097 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1490484.750000 Penalty: 4564.594727
	Iteration 7F: 3 clusters Score -1490485 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1490742.625000 Penalty: 4564.594727
	Iteration 8Q: 3 clusters Score -1490743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1490927.500000 Penalty: 4564.594727
	Iteration 9Q: 3 clusters Score -1490928 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1491042.250000 Penalty: 4564.594727
	Iteration 10Q: 3 clusters Score -1491042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1491118.000000 Penalty: 4564.594727
	Iteration 11Q: 3 clusters Score -1491118 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1491177.875000 Penalty: 4564.594727
	Iteration 12Q: 3 clusters Score -1491178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1491240.750000 Penalty: 4564.594727
	Iteration 13Q: 3 clusters Score -1491241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1491302.375000 Penalty: 4564.594727
	Iteration 14Q: 3 clusters Score -1491302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1491356.500000 Penalty: 4564.594727
	Iteration 15Q: 3 clusters Score -1491356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1491397.125000 Penalty: 4564.594727
	Iteration 16Q: 3 clusters Score -1491397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1491422.250000 Penalty: 4564.594727
	Iteration 17Q: 3 clusters Score -1491422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1491439.250000 Penalty: 4564.594727
	Iteration 18Q: 3 clusters Score -1491439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1491461.000000 Penalty: 4564.594727
	Iteration 19Q: 3 clusters Score -1491461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1491470.750000 Penalty: 4564.594727
	Iteration 20F: 3 clusters Score -1491471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1491477.125000 Penalty: 4564.594727
	Iteration 21Q: 3 clusters Score -1491477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1491488.125000 Penalty: 4564.594727
	Iteration 22Q: 3 clusters Score -1491488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1491490.625000 Penalty: 4564.594727
	Iteration 23Q: 3 clusters Score -1491491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1491496.500000 Penalty: 4564.594727
	Iteration 24Q: 3 clusters Score -1491496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1491499.125000 Penalty: 4564.594727
	Iteration 25Q: 3 clusters Score -1491499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1491497.750000 Penalty: 4564.594727
	Iteration 26Q: 3 clusters Score -1491498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1491503.375000 Penalty: 4564.594727
	Iteration 27Q: 3 clusters Score -1491503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1491506.375000 Penalty: 4564.594727
	Iteration 28Q: 3 clusters Score -1491506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1491509.000000 Penalty: 4564.594727
	Iteration 29Q: 3 clusters Score -1491509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1491511.750000 Penalty: 4564.594727
	Iteration 30Q: 3 clusters Score -1491512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1491511.875000 Penalty: 4564.594727
	Iteration 31Q: 3 clusters Score -1491512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1491510.000000 Penalty: 4564.594727
	Iteration 32Q: 3 clusters Score -1491510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1491508.500000 Penalty: 4564.594727
	Iteration 33Q: 3 clusters Score -1491508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1491508.375000 Penalty: 4564.594727
	Iteration 34Q: 3 clusters Score -1491508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1491508.375000 Penalty: 4564.594727
	Iteration 35F: 3 clusters Score -1491508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Entering Unmasked Estep 
Score: -9616786.000000 Penalty: 2735.107910
	Iteration 0F: 2 clusters Score -9616786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -9575548.000000 Penalty: 5470.215820
	Iteration 0F: 3 clusters Score -9575548 nChanged 28692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -9591821.000000 Penalty: 5470.215820
	Iteration 1F: 3 clusters Score -9591821 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -9592633.000000 Penalty: 5470.215820
	Iteration 2Q: 3 clusters Score -9592633 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -9593477.000000 Penalty: 5470.215820
	Iteration 3Q: 3 clusters Score -9593477 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -9594353.000000 Penalty: 5470.215820
	Iteration 4Q: 3 clusters Score -9594353 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -9595251.000000 Penalty: 5470.215820
	Iteration 5Q: 3 clusters Score -9595251 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -9596404.000000 Penalty: 5470.215820
	Iteration 6Q: 3 clusters Score -9596404 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -9597587.000000 Penalty: 5470.215820
	Iteration 7Q: 3 clusters Score -9597587 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -9598983.000000 Penalty: 5470.215820
	Iteration 8Q: 3 clusters Score -9598983 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -9600261.000000 Penalty: 5470.215820
	Iteration 9Q: 3 clusters Score -9600261 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -9601438.000000 Penalty: 5470.215820
	Iteration 10Q: 3 clusters Score -9601438 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -9602491.000000 Penalty: 5470.215820
	Iteration 11Q: 3 clusters Score -9602491 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -9603423.000000 Penalty: 5470.215820
	Iteration 12Q: 3 clusters Score -9603423 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -9604498.000000 Penalty: 5470.215820
	Iteration 13Q: 3 clusters Score -9604498 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -9605416.000000 Penalty: 5470.215820
	Iteration 14Q: 3 clusters Score -9605416 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9606227.000000 Penalty: 5470.215820
	Iteration 15Q: 3 clusters Score -9606227 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -9606887.000000 Penalty: 5470.215820
	Iteration 16Q: 3 clusters Score -9606887 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -9607351.000000 Penalty: 5470.215820
	Iteration 17Q: 3 clusters Score -9607351 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -9607700.000000 Penalty: 5470.215820
	Iteration 18Q: 3 clusters Score -9607700 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -9608080.000000 Penalty: 5470.215820
	Iteration 19Q: 3 clusters Score -9608080 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -9608286.000000 Penalty: 5470.215820
	Iteration 20F: 3 clusters Score -9608286 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -9608493.000000 Penalty: 5470.215820
	Iteration 21Q: 3 clusters Score -9608493 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -9608614.000000 Penalty: 5470.215820
	Iteration 22Q: 3 clusters Score -9608614 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -9608880.000000 Penalty: 5470.215820
	Iteration 23Q: 3 clusters Score -9608880 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -9609102.000000 Penalty: 5470.215820
	Iteration 24Q: 3 clusters Score -9609102 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9609322.000000 Penalty: 5470.215820
	Iteration 25Q: 3 clusters Score -9609322 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -9609524.000000 Penalty: 5470.215820
	Iteration 26Q: 3 clusters Score -9609524 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9609773.000000 Penalty: 5470.215820
	Iteration 27Q: 3 clusters Score -9609773 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -9609959.000000 Penalty: 5470.215820
	Iteration 28Q: 3 clusters Score -9609959 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -9610170.000000 Penalty: 5470.215820
	Iteration 29Q: 3 clusters Score -9610170 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -9610408.000000 Penalty: 5470.215820
	Iteration 30Q: 3 clusters Score -9610408 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9610667.000000 Penalty: 5470.215820
	Iteration 31Q: 3 clusters Score -9610667 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -9610906.000000 Penalty: 5470.215820
	Iteration 32Q: 3 clusters Score -9610906 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -9611196.000000 Penalty: 5470.215820
	Iteration 33Q: 3 clusters Score -9611196 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -9611506.000000 Penalty: 5470.215820
	Iteration 34Q: 3 clusters Score -9611506 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -9611814.000000 Penalty: 5470.215820
	Iteration 35Q: 3 clusters Score -9611814 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -9612116.000000 Penalty: 5470.215820
	Iteration 36Q: 3 clusters Score -9612116 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -9612420.000000 Penalty: 5470.215820
	Iteration 37Q: 3 clusters Score -9612420 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -9612678.000000 Penalty: 5470.215820
	Iteration 38Q: 3 clusters Score -9612678 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -9612938.000000 Penalty: 5470.215820
	Iteration 39Q: 3 clusters Score -9612938 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -9613200.000000 Penalty: 5470.215820
	Iteration 40F: 3 clusters Score -9613200 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9613411.000000 Penalty: 5470.215820
	Iteration 41Q: 3 clusters Score -9613411 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -9613573.000000 Penalty: 5470.215820
	Iteration 42Q: 3 clusters Score -9613573 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -9613776.000000 Penalty: 5470.215820
	Iteration 43Q: 3 clusters Score -9613776 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -9613892.000000 Penalty: 5470.215820
	Iteration 44Q: 3 clusters Score -9613892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -9614024.000000 Penalty: 5470.215820
	Iteration 45Q: 3 clusters Score -9614024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -9614113.000000 Penalty: 5470.215820
	Iteration 46Q: 3 clusters Score -9614113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -9614190.000000 Penalty: 5470.215820
	Iteration 47Q: 3 clusters Score -9614190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -9614240.000000 Penalty: 5470.215820
	Iteration 48Q: 3 clusters Score -9614240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -9614279.000000 Penalty: 5470.215820
	Iteration 49Q: 3 clusters Score -9614279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -9614305.000000 Penalty: 5470.215820
	Iteration 50Q: 3 clusters Score -9614305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -9614317.000000 Penalty: 5470.215820
	Iteration 51Q: 3 clusters Score -9614317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -9614353.000000 Penalty: 5470.215820
	Iteration 52Q: 3 clusters Score -9614353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -9614378.000000 Penalty: 5470.215820
	Iteration 53Q: 3 clusters Score -9614378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -9614393.000000 Penalty: 5470.215820
	Iteration 54Q: 3 clusters Score -9614393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -9614404.000000 Penalty: 5470.215820
	Iteration 55Q: 3 clusters Score -9614404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -9614395.000000 Penalty: 5470.215820
	Iteration 56Q: 3 clusters Score -9614395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -9614397.000000 Penalty: 5470.215820
	Iteration 57Q: 3 clusters Score -9614397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -9614421.000000 Penalty: 5470.215820
	Iteration 58Q: 3 clusters Score -9614421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -9614431.000000 Penalty: 5470.215820
	Iteration 59Q: 3 clusters Score -9614431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -9614457.000000 Penalty: 5470.215820
	Iteration 60F: 3 clusters Score -9614457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -9614483.000000 Penalty: 5470.215820
	Iteration 61Q: 3 clusters Score -9614483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -9614491.000000 Penalty: 5470.215820
	Iteration 62Q: 3 clusters Score -9614491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -9614510.000000 Penalty: 5470.215820
	Iteration 63Q: 3 clusters Score -9614510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -9614522.000000 Penalty: 5470.215820
	Iteration 64Q: 3 clusters Score -9614522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -9614520.000000 Penalty: 5470.215820
	Iteration 65Q: 3 clusters Score -9614520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -9614532.000000 Penalty: 5470.215820
	Iteration 66Q: 3 clusters Score -9614532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -9614551.000000 Penalty: 5470.215820
	Iteration 67Q: 3 clusters Score -9614551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -9614550.000000 Penalty: 5470.215820
	Iteration 68Q: 3 clusters Score -9614550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -9614558.000000 Penalty: 5470.215820
	Iteration 69Q: 3 clusters Score -9614558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -9614554.000000 Penalty: 5470.215820
	Iteration 70Q: 3 clusters Score -9614554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -9614559.000000 Penalty: 5470.215820
	Iteration 71Q: 3 clusters Score -9614559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -9614569.000000 Penalty: 5470.215820
	Iteration 72Q: 3 clusters Score -9614569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -9614576.000000 Penalty: 5470.215820
	Iteration 73Q: 3 clusters Score -9614576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -9614574.000000 Penalty: 5470.215820
	Iteration 74Q: 3 clusters Score -9614574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -9614579.000000 Penalty: 5470.215820
	Iteration 75Q: 3 clusters Score -9614579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -9614587.000000 Penalty: 5470.215820
	Iteration 76Q: 3 clusters Score -9614587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -9614598.000000 Penalty: 5470.215820
	Iteration 77Q: 3 clusters Score -9614598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -9614595.000000 Penalty: 5470.215820
	Iteration 78Q: 3 clusters Score -9614595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -9614593.000000 Penalty: 5470.215820
	Iteration 79Q: 3 clusters Score -9614593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -9614593.000000 Penalty: 5470.215820
	Iteration 80F: 3 clusters Score -9614593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Entering Unmasked Estep 
Score: -4393578.000000 Penalty: 2540.491211
	Iteration 0F: 2 clusters Score -4393578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4374258.000000 Penalty: 5080.982422
	Iteration 0F: 3 clusters Score -4374258 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4381463.500000 Penalty: 5080.982422
	Iteration 1F: 3 clusters Score -4381464 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4382465.500000 Penalty: 5080.982422
	Iteration 2F: 3 clusters Score -4382466 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4383679.500000 Penalty: 5080.982422
	Iteration 3F: 3 clusters Score -4383680 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4385024.000000 Penalty: 5080.982422
	Iteration 4F: 3 clusters Score -4385024 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4386178.000000 Penalty: 5080.982422
	Iteration 5F: 3 clusters Score -4386178 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4386946.000000 Penalty: 5080.982422
	Iteration 6F: 3 clusters Score -4386946 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4387476.000000 Penalty: 5080.982422
	Iteration 7Q: 3 clusters Score -4387476 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4387734.500000 Penalty: 5080.982422
	Iteration 8Q: 3 clusters Score -4387734 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -4387903.000000 Penalty: 5080.982422
	Iteration 9Q: 3 clusters Score -4387903 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4388024.500000 Penalty: 5080.982422
	Iteration 10Q: 3 clusters Score -4388024 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4388139.000000 Penalty: 5080.982422
	Iteration 11Q: 3 clusters Score -4388139 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4388269.500000 Penalty: 5080.982422
	Iteration 12Q: 3 clusters Score -4388270 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4388396.000000 Penalty: 5080.982422
	Iteration 13Q: 3 clusters Score -4388396 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4388542.500000 Penalty: 5080.982422
	Iteration 14Q: 3 clusters Score -4388542 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4388739.500000 Penalty: 5080.982422
	Iteration 15Q: 3 clusters Score -4388740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4388960.000000 Penalty: 5080.982422
	Iteration 16Q: 3 clusters Score -4388960 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4389198.500000 Penalty: 5080.982422
	Iteration 17Q: 3 clusters Score -4389198 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4389483.000000 Penalty: 5080.982422
	Iteration 18Q: 3 clusters Score -4389483 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -4389834.500000 Penalty: 5080.982422
	Iteration 19Q: 3 clusters Score -4389834 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4390146.500000 Penalty: 5080.982422
	Iteration 20F: 3 clusters Score -4390146 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4390465.500000 Penalty: 5080.982422
	Iteration 21Q: 3 clusters Score -4390466 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4390735.000000 Penalty: 5080.982422
	Iteration 22Q: 3 clusters Score -4390735 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4390944.000000 Penalty: 5080.982422
	Iteration 23Q: 3 clusters Score -4390944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4391108.000000 Penalty: 5080.982422
	Iteration 24Q: 3 clusters Score -4391108 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4391251.500000 Penalty: 5080.982422
	Iteration 25Q: 3 clusters Score -4391252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4391328.000000 Penalty: 5080.982422
	Iteration 26Q: 3 clusters Score -4391328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4391381.000000 Penalty: 5080.982422
	Iteration 27Q: 3 clusters Score -4391381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4391428.000000 Penalty: 5080.982422
	Iteration 28Q: 3 clusters Score -4391428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4391466.000000 Penalty: 5080.982422
	Iteration 29Q: 3 clusters Score -4391466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4391484.500000 Penalty: 5080.982422
	Iteration 30Q: 3 clusters Score -4391484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4391512.000000 Penalty: 5080.982422
	Iteration 31Q: 3 clusters Score -4391512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4391534.500000 Penalty: 5080.982422
	Iteration 32Q: 3 clusters Score -4391534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4391544.000000 Penalty: 5080.982422
	Iteration 33Q: 3 clusters Score -4391544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4391550.500000 Penalty: 5080.982422
	Iteration 34Q: 3 clusters Score -4391550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4391553.500000 Penalty: 5080.982422
	Iteration 35Q: 3 clusters Score -4391554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4391563.500000 Penalty: 5080.982422
	Iteration 36Q: 3 clusters Score -4391564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4391565.000000 Penalty: 5080.982422
	Iteration 37Q: 3 clusters Score -4391565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4391571.000000 Penalty: 5080.982422
	Iteration 38Q: 3 clusters Score -4391571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4391573.000000 Penalty: 5080.982422
	Iteration 39Q: 3 clusters Score -4391573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4391576.000000 Penalty: 5080.982422
	Iteration 40F: 3 clusters Score -4391576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4391574.000000 Penalty: 5080.982422
	Iteration 41Q: 3 clusters Score -4391574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4391578.000000 Penalty: 5080.982422
	Iteration 42Q: 3 clusters Score -4391578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4391577.500000 Penalty: 5080.982422
	Iteration 43Q: 3 clusters Score -4391578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4391577.500000 Penalty: 5080.982422
	Iteration 44F: 3 clusters Score -4391578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Entering Unmasked Estep 
Score: -1152888.750000 Penalty: 2220.695068
	Iteration 0F: 2 clusters Score -1152889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1146701.000000 Penalty: 4441.390137
	Iteration 0F: 3 clusters Score -1146701 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1148355.750000 Penalty: 4441.390137
	Iteration 1F: 3 clusters Score -1148356 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1148688.500000 Penalty: 4441.390137
	Iteration 2F: 3 clusters Score -1148688 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1149009.500000 Penalty: 4441.390137
	Iteration 3F: 3 clusters Score -1149010 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1149345.750000 Penalty: 4441.390137
	Iteration 4F: 3 clusters Score -1149346 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1149692.500000 Penalty: 4441.390137
	Iteration 5F: 3 clusters Score -1149692 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1150017.500000 Penalty: 4441.390137
	Iteration 6F: 3 clusters Score -1150018 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1150296.500000 Penalty: 4441.390137
	Iteration 7Q: 3 clusters Score -1150296 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1150508.375000 Penalty: 4441.390137
	Iteration 8Q: 3 clusters Score -1150508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1150647.750000 Penalty: 4441.390137
	Iteration 9Q: 3 clusters Score -1150648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1150751.625000 Penalty: 4441.390137
	Iteration 10Q: 3 clusters Score -1150752 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1150840.250000 Penalty: 4441.390137
	Iteration 11Q: 3 clusters Score -1150840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1150929.000000 Penalty: 4441.390137
	Iteration 12Q: 3 clusters Score -1150929 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1151013.125000 Penalty: 4441.390137
	Iteration 13Q: 3 clusters Score -1151013 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1151102.250000 Penalty: 4441.390137
	Iteration 14Q: 3 clusters Score -1151102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1151236.125000 Penalty: 4441.390137
	Iteration 15Q: 3 clusters Score -1151236 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1151441.250000 Penalty: 4441.390137
	Iteration 16Q: 3 clusters Score -1151441 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1151627.000000 Penalty: 4441.390137
	Iteration 17Q: 3 clusters Score -1151627 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1151801.375000 Penalty: 4441.390137
	Iteration 18Q: 3 clusters Score -1151801 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1151960.250000 Penalty: 4441.390137
	Iteration 19Q: 3 clusters Score -1151960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1152081.625000 Penalty: 4441.390137
	Iteration 20F: 3 clusters Score -1152082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1152191.125000 Penalty: 4441.390137
	Iteration 21Q: 3 clusters Score -1152191 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1152275.125000 Penalty: 4441.390137
	Iteration 22Q: 3 clusters Score -1152275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1152380.625000 Penalty: 4441.390137
	Iteration 23Q: 3 clusters Score -1152381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1152513.750000 Penalty: 4441.390137
	Iteration 24Q: 3 clusters Score -1152514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1152667.750000 Penalty: 4441.390137
	Iteration 25Q: 3 clusters Score -1152668 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1152858.125000 Penalty: 4441.390137
	Iteration 26Q: 3 clusters Score -1152858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1153013.625000 Penalty: 4441.390137
	Iteration 27Q: 3 clusters Score -1153014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1153116.125000 Penalty: 4441.390137
	Iteration 28Q: 3 clusters Score -1153116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1153188.875000 Penalty: 4441.390137
	Iteration 29Q: 3 clusters Score -1153189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1153209.625000 Penalty: 4441.390137
	Iteration 30Q: 3 clusters Score -1153210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1153221.500000 Penalty: 4441.390137
	Iteration 31Q: 3 clusters Score -1153222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1153228.250000 Penalty: 4441.390137
	Iteration 32Q: 3 clusters Score -1153228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1153231.750000 Penalty: 4441.390137
	Iteration 33Q: 3 clusters Score -1153232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1153233.000000 Penalty: 4441.390137
	Iteration 34Q: 3 clusters Score -1153233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1153235.500000 Penalty: 4441.390137
	Iteration 35Q: 3 clusters Score -1153236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1153243.625000 Penalty: 4441.390137
	Iteration 36Q: 3 clusters Score -1153244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1153251.875000 Penalty: 4441.390137
	Iteration 37Q: 3 clusters Score -1153252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1153250.750000 Penalty: 4441.390137
	Iteration 38Q: 3 clusters Score -1153251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1153251.000000 Penalty: 4441.390137
	Iteration 39Q: 3 clusters Score -1153251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1153251.375000 Penalty: 4441.390137
	Iteration 40F: 3 clusters Score -1153251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1153252.000000 Penalty: 4441.390137
	Iteration 41Q: 3 clusters Score -1153252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1153252.000000 Penalty: 4441.390137
	Iteration 42F: 3 clusters Score -1153252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 1377 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 6365 members 
Entering Unmasked Estep 
Score: -120391320.000000 Penalty: 138152.000000
Splitting cluster 26 changes total score from -120392448.000000 to -120391320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -159842.984375 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -159843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157846.625000 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -157846.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158172.578125 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -158172.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158273.218750 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -158273.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158341.265625 Penalty: 3461.656006
	Iteration 3Q: 3 clusters Score -158341.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158379.750000 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -158379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158409.390625 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -158409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158435.468750 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -158435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158449.937500 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -158449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158460.453125 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -158460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158468.000000 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -158468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158476.218750 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -158476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158483.906250 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -158483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158489.234375 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -158489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158492.968750 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -158493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158498.531250 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -158498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158500.062500 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -158500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158502.250000 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -158502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158502.937500 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -158502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158502.937500 Penalty: 3461.656006
	Iteration 18F: 3 clusters Score -158502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -242074.984375 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -242075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239712.484375 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -239712.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240072.859375 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -240072.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -240226.828125 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -240226.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -240389.375000 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -240389.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -240596.859375 Penalty: 3665.530029
	Iteration 4F: 3 clusters Score -240596.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240968.437500 Penalty: 3665.530029
	Iteration 5F: 3 clusters Score -240968.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -241503.250000 Penalty: 3665.530029
	Iteration 6F: 3 clusters Score -241503.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242059.750000 Penalty: 3665.530029
	Iteration 7F: 3 clusters Score -242059.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242440.531250 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -242440.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -242825.140625 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -242825.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243025.562500 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -243025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -243119.859375 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -243119.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243274.671875 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -243274.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243383.296875 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -243383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243406.281250 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -243406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243406.281250 Penalty: 3665.530029
	Iteration 15F: 3 clusters Score -243406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 686 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 934 members 
Entering Unmasked Estep 
Score: -120392264.000000 Penalty: 138152.000000
Splitting cluster 28 changes total score from -120392448.000000 to -120392264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -68485.359375 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -68485.36 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 221 members 
Entering Unmasked Estep 
Score: -66998.078125 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -66998.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67128.437500 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -67128.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67192.632812 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -67192.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67230.093750 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -67230.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67247.804688 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -67247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67257.929688 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -67257.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67259.742188 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -67259.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67265.000000 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -67265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67287.804688 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -67287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67289.617188 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -67289.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67293.476562 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -67293.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67305.234375 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -67305.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67314.031250 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -67314.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67314.031250 Penalty: 3047.516113
	Iteration 13F: 3 clusters Score -67314.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -195085.531250 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -195085.5 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 719 members 
Entering Unmasked Estep 
Score: -192955.656250 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -192955.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -193772.156250 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -193772.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -194354.015625 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -194354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -194763.093750 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -194763.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195003.234375 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -195003.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195115.531250 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -195115.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195180.843750 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -195180.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -195232.734375 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -195232.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195250.515625 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -195250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -195261.078125 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -195261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195264.140625 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -195264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195264.890625 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -195264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195265.640625 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -195265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195266.578125 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -195266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195270.703125 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -195270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195270.765625 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -195270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195272.093750 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -195272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195272.093750 Penalty: 3603.653076
	Iteration 17F: 3 clusters Score -195272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 783 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 647 members 
Entering Unmasked Estep 
Score: -120390928.000000 Penalty: 138152.000000
Splitting cluster 30 changes total score from -120392448.000000 to -120390928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (63154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Entering Unmasked Estep 
Score: -9762702.000000 Penalty: 2741.226074
	Iteration 0F: 2 clusters Score -9762702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -9720448.000000 Penalty: 5482.452148
	Iteration 0F: 3 clusters Score -9720448 nChanged 29364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -9736670.000000 Penalty: 5482.452148
	Iteration 1F: 3 clusters Score -9736670 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -9737199.000000 Penalty: 5482.452148
	Iteration 2Q: 3 clusters Score -9737199 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -9737698.000000 Penalty: 5482.452148
	Iteration 3Q: 3 clusters Score -9737698 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -9738266.000000 Penalty: 5482.452148
	Iteration 4Q: 3 clusters Score -9738266 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -9738818.000000 Penalty: 5482.452148
	Iteration 5Q: 3 clusters Score -9738818 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -9739488.000000 Penalty: 5482.452148
	Iteration 6Q: 3 clusters Score -9739488 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -9740179.000000 Penalty: 5482.452148
	Iteration 7Q: 3 clusters Score -9740179 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -9740870.000000 Penalty: 5482.452148
	Iteration 8Q: 3 clusters Score -9740870 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -9741825.000000 Penalty: 5482.452148
	Iteration 9Q: 3 clusters Score -9741825 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -9742794.000000 Penalty: 5482.452148
	Iteration 10Q: 3 clusters Score -9742794 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -9743896.000000 Penalty: 5482.452148
	Iteration 11Q: 3 clusters Score -9743896 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -9745129.000000 Penalty: 5482.452148
	Iteration 12Q: 3 clusters Score -9745129 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9746474.000000 Penalty: 5482.452148
	Iteration 13Q: 3 clusters Score -9746474 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -9747870.000000 Penalty: 5482.452148
	Iteration 14Q: 3 clusters Score -9747870 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -9749442.000000 Penalty: 5482.452148
	Iteration 15Q: 3 clusters Score -9749442 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -9750811.000000 Penalty: 5482.452148
	Iteration 16Q: 3 clusters Score -9750811 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -9752016.000000 Penalty: 5482.452148
	Iteration 17Q: 3 clusters Score -9752016 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -9753092.000000 Penalty: 5482.452148
	Iteration 18Q: 3 clusters Score -9753092 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -9753969.000000 Penalty: 5482.452148
	Iteration 19Q: 3 clusters Score -9753969 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -9754745.000000 Penalty: 5482.452148
	Iteration 20F: 3 clusters Score -9754745 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -9755588.000000 Penalty: 5482.452148
	Iteration 21Q: 3 clusters Score -9755588 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -9756344.000000 Penalty: 5482.452148
	Iteration 22Q: 3 clusters Score -9756344 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9757102.000000 Penalty: 5482.452148
	Iteration 23Q: 3 clusters Score -9757102 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9757790.000000 Penalty: 5482.452148
	Iteration 24Q: 3 clusters Score -9757790 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9758446.000000 Penalty: 5482.452148
	Iteration 25Q: 3 clusters Score -9758446 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9758976.000000 Penalty: 5482.452148
	Iteration 26Q: 3 clusters Score -9758976 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9759410.000000 Penalty: 5482.452148
	Iteration 27Q: 3 clusters Score -9759410 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9759722.000000 Penalty: 5482.452148
	Iteration 28Q: 3 clusters Score -9759722 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9759890.000000 Penalty: 5482.452148
	Iteration 29Q: 3 clusters Score -9759890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9760051.000000 Penalty: 5482.452148
	Iteration 30Q: 3 clusters Score -9760051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9760152.000000 Penalty: 5482.452148
	Iteration 31Q: 3 clusters Score -9760152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9760194.000000 Penalty: 5482.452148
	Iteration 32Q: 3 clusters Score -9760194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9760240.000000 Penalty: 5482.452148
	Iteration 33Q: 3 clusters Score -9760240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9760279.000000 Penalty: 5482.452148
	Iteration 34Q: 3 clusters Score -9760279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9760301.000000 Penalty: 5482.452148
	Iteration 35Q: 3 clusters Score -9760301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9760296.000000 Penalty: 5482.452148
	Iteration 36Q: 3 clusters Score -9760296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9760312.000000 Penalty: 5482.452148
	Iteration 37Q: 3 clusters Score -9760312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9760318.000000 Penalty: 5482.452148
	Iteration 38Q: 3 clusters Score -9760318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9760321.000000 Penalty: 5482.452148
	Iteration 39Q: 3 clusters Score -9760321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9760327.000000 Penalty: 5482.452148
	Iteration 40F: 3 clusters Score -9760327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9760327.000000 Penalty: 5482.452148
	Iteration 41Q: 3 clusters Score -9760327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9760327.000000 Penalty: 5482.452148
	Iteration 42Q: 3 clusters Score -9760327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9760331.000000 Penalty: 5482.452148
	Iteration 43Q: 3 clusters Score -9760331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9760327.000000 Penalty: 5482.452148
	Iteration 44Q: 3 clusters Score -9760327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9760330.000000 Penalty: 5482.452148
	Iteration 45Q: 3 clusters Score -9760330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9760330.000000 Penalty: 5482.452148
	Iteration 46F: 3 clusters Score -9760330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (55802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Entering Unmasked Estep 
Score: -8822537.000000 Penalty: 2710.532227
	Iteration 0F: 2 clusters Score -8822537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -8785178.000000 Penalty: 5421.064453
	Iteration 0F: 3 clusters Score -8785178 nChanged 25860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8799462.000000 Penalty: 5421.064453
	Iteration 1F: 3 clusters Score -8799462 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -8799949.000000 Penalty: 5421.064453
	Iteration 2Q: 3 clusters Score -8799949 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -8800503.000000 Penalty: 5421.064453
	Iteration 3Q: 3 clusters Score -8800503 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8801133.000000 Penalty: 5421.064453
	Iteration 4Q: 3 clusters Score -8801133 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -8802076.000000 Penalty: 5421.064453
	Iteration 5Q: 3 clusters Score -8802076 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -8803520.000000 Penalty: 5421.064453
	Iteration 6F: 3 clusters Score -8803520 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8805982.000000 Penalty: 5421.064453
	Iteration 7F: 3 clusters Score -8805982 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8809567.000000 Penalty: 5421.064453
	Iteration 8F: 3 clusters Score -8809567 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -8813532.000000 Penalty: 5421.064453
	Iteration 9F: 3 clusters Score -8813532 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -8816559.000000 Penalty: 5421.064453
	Iteration 10F: 3 clusters Score -8816559 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -8818250.000000 Penalty: 5421.064453
	Iteration 11Q: 3 clusters Score -8818250 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -8819073.000000 Penalty: 5421.064453
	Iteration 12Q: 3 clusters Score -8819073 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -8819532.000000 Penalty: 5421.064453
	Iteration 13Q: 3 clusters Score -8819532 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -8819801.000000 Penalty: 5421.064453
	Iteration 14Q: 3 clusters Score -8819801 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -8820001.000000 Penalty: 5421.064453
	Iteration 15Q: 3 clusters Score -8820001 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8820121.000000 Penalty: 5421.064453
	Iteration 16Q: 3 clusters Score -8820121 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -8820200.000000 Penalty: 5421.064453
	Iteration 17Q: 3 clusters Score -8820200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -8820235.000000 Penalty: 5421.064453
	Iteration 18Q: 3 clusters Score -8820235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -8820289.000000 Penalty: 5421.064453
	Iteration 19Q: 3 clusters Score -8820289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -8820307.000000 Penalty: 5421.064453
	Iteration 20F: 3 clusters Score -8820307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -8820320.000000 Penalty: 5421.064453
	Iteration 21Q: 3 clusters Score -8820320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -8820333.000000 Penalty: 5421.064453
	Iteration 22Q: 3 clusters Score -8820333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -8820340.000000 Penalty: 5421.064453
	Iteration 23Q: 3 clusters Score -8820340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 54267 members 
Entering Unmasked Estep 
Score: -8820345.000000 Penalty: 5421.064453
	Iteration 24Q: 3 clusters Score -8820345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -8820354.000000 Penalty: 5421.064453
	Iteration 25Q: 3 clusters Score -8820354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -8820355.000000 Penalty: 5421.064453
	Iteration 26Q: 3 clusters Score -8820355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -8820377.000000 Penalty: 5421.064453
	Iteration 27Q: 3 clusters Score -8820377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -8820380.000000 Penalty: 5421.064453
	Iteration 28Q: 3 clusters Score -8820380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -8820389.000000 Penalty: 5421.064453
	Iteration 29Q: 3 clusters Score -8820389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -8820391.000000 Penalty: 5421.064453
	Iteration 30Q: 3 clusters Score -8820391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -8820392.000000 Penalty: 5421.064453
	Iteration 31Q: 3 clusters Score -8820392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -8820390.000000 Penalty: 5421.064453
	Iteration 32Q: 3 clusters Score -8820390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -8820404.000000 Penalty: 5421.064453
	Iteration 33Q: 3 clusters Score -8820404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -8820403.000000 Penalty: 5421.064453
	Iteration 34Q: 3 clusters Score -8820403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -8820394.000000 Penalty: 5421.064453
	Iteration 35Q: 3 clusters Score -8820394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -8820397.000000 Penalty: 5421.064453
	Iteration 36Q: 3 clusters Score -8820397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -8820397.000000 Penalty: 5421.064453
	Iteration 37Q: 3 clusters Score -8820397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -8820397.000000 Penalty: 5421.064453
	Iteration 38Q: 3 clusters Score -8820397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -8820397.000000 Penalty: 5421.064453
	Iteration 39F: 3 clusters Score -8820397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -91109.234375 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -91109.23 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 362 members 
Entering Unmasked Estep 
Score: -89648.375000 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -89648.38 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90339.906250 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -90339.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91081.914062 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -91081.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -91515.273438 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -91515.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91609.554688 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -91609.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91633.765625 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -91633.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91636.570312 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -91636.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91636.570312 Penalty: 3254.972412
	Iteration 7F: 3 clusters Score -91636.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 523 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Mstep: Class 41 contains 185 members 
Entering Unmasked Estep 
Score: -120391184.000000 Penalty: 138152.000000
Splitting cluster 33 changes total score from -120392448.000000 to -120391184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (20814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Entering Unmasked Estep 
Score: -3258533.500000 Penalty: 2465.958496
	Iteration 0F: 2 clusters Score -3258534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3243918.500000 Penalty: 4931.916992
	Iteration 0F: 3 clusters Score -3243918 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3248762.500000 Penalty: 4931.916992
	Iteration 1F: 3 clusters Score -3248762 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3249187.750000 Penalty: 4931.916992
	Iteration 2F: 3 clusters Score -3249188 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3249601.000000 Penalty: 4931.916992
	Iteration 3Q: 3 clusters Score -3249601 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3250084.500000 Penalty: 4931.916992
	Iteration 4Q: 3 clusters Score -3250084 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3250683.250000 Penalty: 4931.916992
	Iteration 5F: 3 clusters Score -3250683 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3251467.250000 Penalty: 4931.916992
	Iteration 6F: 3 clusters Score -3251467 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3252395.250000 Penalty: 4931.916992
	Iteration 7F: 3 clusters Score -3252395 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3253240.750000 Penalty: 4931.916992
	Iteration 8F: 3 clusters Score -3253241 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3253995.250000 Penalty: 4931.916992
	Iteration 9F: 3 clusters Score -3253995 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3254553.750000 Penalty: 4931.916992
	Iteration 10Q: 3 clusters Score -3254554 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3255003.500000 Penalty: 4931.916992
	Iteration 11Q: 3 clusters Score -3255004 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3255326.000000 Penalty: 4931.916992
	Iteration 12Q: 3 clusters Score -3255326 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3255586.000000 Penalty: 4931.916992
	Iteration 13Q: 3 clusters Score -3255586 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3255783.750000 Penalty: 4931.916992
	Iteration 14Q: 3 clusters Score -3255784 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3255928.500000 Penalty: 4931.916992
	Iteration 15Q: 3 clusters Score -3255928 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3256055.250000 Penalty: 4931.916992
	Iteration 16Q: 3 clusters Score -3256055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3256145.500000 Penalty: 4931.916992
	Iteration 17Q: 3 clusters Score -3256146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3256219.250000 Penalty: 4931.916992
	Iteration 18Q: 3 clusters Score -3256219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3256260.500000 Penalty: 4931.916992
	Iteration 19Q: 3 clusters Score -3256260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3256295.500000 Penalty: 4931.916992
	Iteration 20F: 3 clusters Score -3256296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3256326.500000 Penalty: 4931.916992
	Iteration 21Q: 3 clusters Score -3256326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3256340.250000 Penalty: 4931.916992
	Iteration 22Q: 3 clusters Score -3256340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3256358.000000 Penalty: 4931.916992
	Iteration 23Q: 3 clusters Score -3256358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3256388.500000 Penalty: 4931.916992
	Iteration 24Q: 3 clusters Score -3256388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3256400.750000 Penalty: 4931.916992
	Iteration 25Q: 3 clusters Score -3256401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3256419.250000 Penalty: 4931.916992
	Iteration 26Q: 3 clusters Score -3256419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3256428.750000 Penalty: 4931.916992
	Iteration 27Q: 3 clusters Score -3256429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3256438.250000 Penalty: 4931.916992
	Iteration 28Q: 3 clusters Score -3256438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3256450.000000 Penalty: 4931.916992
	Iteration 29Q: 3 clusters Score -3256450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3256456.000000 Penalty: 4931.916992
	Iteration 30Q: 3 clusters Score -3256456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3256451.000000 Penalty: 4931.916992
	Iteration 31Q: 3 clusters Score -3256451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3256452.000000 Penalty: 4931.916992
	Iteration 32Q: 3 clusters Score -3256452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3256454.500000 Penalty: 4931.916992
	Iteration 33Q: 3 clusters Score -3256454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3256454.500000 Penalty: 4931.916992
	Iteration 34F: 3 clusters Score -3256454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -456314.593750 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -456314.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -452990.843750 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -452990.8 nChanged 1082
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: -453802.781250 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -453802.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -454150.281250 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -454150.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -454445.250000 Penalty: 3989.498047
	Iteration 3F: 3 clusters Score -454445.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454794.062500 Penalty: 3989.498047
	Iteration 4F: 3 clusters Score -454794.1 nChanged 242
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: -455183.312500 Penalty: 3989.498047
	Iteration 5F: 3 clusters Score -455183.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455527.500000 Penalty: 3989.498047
	Iteration 6F: 3 clusters Score -455527.5 nChanged 159
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: -455729.843750 Penalty: 3989.498047
	Iteration 7F: 3 clusters Score -455729.8 nChanged 106
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: -455836.937500 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -455836.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455875.437500 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -455875.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -455901.218750 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -455901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455917.281250 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -455917.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -455926.250000 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -455926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -455928.718750 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -455928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -455928.937500 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -455928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -455929.875000 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -455929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -455930.812500 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -455930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455935.781250 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -455935.8 nChanged 6
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: -455939.093750 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -455939.1 nChanged 7
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: -455944.406250 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -455944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -455958.468750 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -455958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455967.843750 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -455967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455974.000000 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -455974 nChanged 7
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: -455978.593750 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -455978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -455982.437500 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -455982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455985.406250 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -455985.4 nChanged 5
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: -455987.281250 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -455987.3 nChanged 2
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: -455988.656250 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -455988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -455988.875000 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -455988.9 nChanged 1
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: -455989.187500 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -455989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -455989.593750 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -455989.6 nChanged 1
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: -455990.843750 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -455990.8 nChanged 0
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: -455990.843750 Penalty: 3989.498047
	Iteration 32F: 3 clusters Score -455990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -3079591.000000 Penalty: 2454.547363
	Iteration 0F: 2 clusters Score -3079591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3065643.250000 Penalty: 4909.094727
	Iteration 0F: 3 clusters Score -3065643 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3070401.000000 Penalty: 4909.094727
	Iteration 1F: 3 clusters Score -3070401 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3070892.250000 Penalty: 4909.094727
	Iteration 2F: 3 clusters Score -3070892 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3071375.750000 Penalty: 4909.094727
	Iteration 3F: 3 clusters Score -3071376 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3071890.500000 Penalty: 4909.094727
	Iteration 4F: 3 clusters Score -3071890 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3072449.250000 Penalty: 4909.094727
	Iteration 5F: 3 clusters Score -3072449 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3073035.500000 Penalty: 4909.094727
	Iteration 6F: 3 clusters Score -3073036 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3073619.000000 Penalty: 4909.094727
	Iteration 7Q: 3 clusters Score -3073619 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3074201.750000 Penalty: 4909.094727
	Iteration 8F: 3 clusters Score -3074202 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3074697.000000 Penalty: 4909.094727
	Iteration 9Q: 3 clusters Score -3074697 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3075117.500000 Penalty: 4909.094727
	Iteration 10Q: 3 clusters Score -3075118 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3075419.250000 Penalty: 4909.094727
	Iteration 11Q: 3 clusters Score -3075419 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3075684.500000 Penalty: 4909.094727
	Iteration 12Q: 3 clusters Score -3075684 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3075930.000000 Penalty: 4909.094727
	Iteration 13Q: 3 clusters Score -3075930 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3076157.250000 Penalty: 4909.094727
	Iteration 14Q: 3 clusters Score -3076157 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3076349.500000 Penalty: 4909.094727
	Iteration 15Q: 3 clusters Score -3076350 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3076528.750000 Penalty: 4909.094727
	Iteration 16Q: 3 clusters Score -3076529 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3076730.750000 Penalty: 4909.094727
	Iteration 17Q: 3 clusters Score -3076731 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3076925.500000 Penalty: 4909.094727
	Iteration 18Q: 3 clusters Score -3076926 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3077124.750000 Penalty: 4909.094727
	Iteration 19Q: 3 clusters Score -3077125 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3077291.250000 Penalty: 4909.094727
	Iteration 20F: 3 clusters Score -3077291 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3077411.250000 Penalty: 4909.094727
	Iteration 21Q: 3 clusters Score -3077411 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3077556.500000 Penalty: 4909.094727
	Iteration 22Q: 3 clusters Score -3077556 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3077677.500000 Penalty: 4909.094727
	Iteration 23Q: 3 clusters Score -3077678 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3077784.750000 Penalty: 4909.094727
	Iteration 24Q: 3 clusters Score -3077785 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3077875.750000 Penalty: 4909.094727
	Iteration 25Q: 3 clusters Score -3077876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3077947.000000 Penalty: 4909.094727
	Iteration 26Q: 3 clusters Score -3077947 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3078013.500000 Penalty: 4909.094727
	Iteration 27Q: 3 clusters Score -3078014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3078054.750000 Penalty: 4909.094727
	Iteration 28Q: 3 clusters Score -3078055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3078093.500000 Penalty: 4909.094727
	Iteration 29Q: 3 clusters Score -3078094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3078146.000000 Penalty: 4909.094727
	Iteration 30Q: 3 clusters Score -3078146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3078181.250000 Penalty: 4909.094727
	Iteration 31Q: 3 clusters Score -3078181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3078203.250000 Penalty: 4909.094727
	Iteration 32Q: 3 clusters Score -3078203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3078227.000000 Penalty: 4909.094727
	Iteration 33Q: 3 clusters Score -3078227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3078239.250000 Penalty: 4909.094727
	Iteration 34Q: 3 clusters Score -3078239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3078270.500000 Penalty: 4909.094727
	Iteration 35Q: 3 clusters Score -3078270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3078272.500000 Penalty: 4909.094727
	Iteration 36Q: 3 clusters Score -3078272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3078274.500000 Penalty: 4909.094727
	Iteration 37Q: 3 clusters Score -3078274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3078279.250000 Penalty: 4909.094727
	Iteration 38Q: 3 clusters Score -3078279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3078294.750000 Penalty: 4909.094727
	Iteration 39Q: 3 clusters Score -3078295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3078298.250000 Penalty: 4909.094727
	Iteration 40F: 3 clusters Score -3078298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3078301.000000 Penalty: 4909.094727
	Iteration 41Q: 3 clusters Score -3078301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3078303.750000 Penalty: 4909.094727
	Iteration 42Q: 3 clusters Score -3078304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3078311.750000 Penalty: 4909.094727
	Iteration 43Q: 3 clusters Score -3078312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3078321.750000 Penalty: 4909.094727
	Iteration 44Q: 3 clusters Score -3078322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3078327.500000 Penalty: 4909.094727
	Iteration 45Q: 3 clusters Score -3078328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3078326.750000 Penalty: 4909.094727
	Iteration 46Q: 3 clusters Score -3078327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3078334.250000 Penalty: 4909.094727
	Iteration 47Q: 3 clusters Score -3078334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3078333.250000 Penalty: 4909.094727
	Iteration 48Q: 3 clusters Score -3078333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3078331.750000 Penalty: 4909.094727
	Iteration 49Q: 3 clusters Score -3078332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3078341.250000 Penalty: 4909.094727
	Iteration 50Q: 3 clusters Score -3078341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3078340.250000 Penalty: 4909.094727
	Iteration 51Q: 3 clusters Score -3078340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3078343.000000 Penalty: 4909.094727
	Iteration 52Q: 3 clusters Score -3078343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3078342.750000 Penalty: 4909.094727
	Iteration 53Q: 3 clusters Score -3078343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3078342.750000 Penalty: 4909.094727
	Iteration 54F: 3 clusters Score -3078343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -1012135.562500 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -1012136 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 3379 members 
Entering Unmasked Estep 
Score: -1006515.687500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -1006516 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1008140.312500 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -1008140 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1008552.312500 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -1008552 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1008822.875000 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -1008823 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1009082.750000 Penalty: 4376.821289
	Iteration 4F: 3 clusters Score -1009083 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1009319.125000 Penalty: 4376.821289
	Iteration 5F: 3 clusters Score -1009319 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1009505.250000 Penalty: 4376.821289
	Iteration 6Q: 3 clusters Score -1009505 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1009636.250000 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -1009636 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1009763.312500 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -1009763 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1009880.437500 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -1009880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1009974.312500 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -1009974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1010066.937500 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -1010067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1010131.562500 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -1010132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1010178.000000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -1010178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1010226.312500 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -1010226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1010279.312500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -1010279 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1010335.500000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -1010336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1010395.875000 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -1010396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1010441.937500 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -1010442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1010494.750000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -1010495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1010540.750000 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -1010541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1010590.500000 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -1010590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1010618.625000 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -1010619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1010644.250000 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -1010644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1010665.062500 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -1010665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1010684.500000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -1010684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1010701.500000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -1010702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1010713.812500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -1010714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1010719.187500 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -1010719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1010725.312500 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -1010725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1010733.937500 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -1010734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1010740.562500 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -1010741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1010744.437500 Penalty: 4376.821289
	Iteration 32Q: 3 clusters Score -1010744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1010750.437500 Penalty: 4376.821289
	Iteration 33Q: 3 clusters Score -1010750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1010755.562500 Penalty: 4376.821289
	Iteration 34Q: 3 clusters Score -1010756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1010762.125000 Penalty: 4376.821289
	Iteration 35Q: 3 clusters Score -1010762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1010768.500000 Penalty: 4376.821289
	Iteration 36Q: 3 clusters Score -1010768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1010769.312500 Penalty: 4376.821289
	Iteration 37Q: 3 clusters Score -1010769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1010776.937500 Penalty: 4376.821289
	Iteration 38Q: 3 clusters Score -1010777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1010776.187500 Penalty: 4376.821289
	Iteration 39Q: 3 clusters Score -1010776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1010782.375000 Penalty: 4376.821289
	Iteration 40F: 3 clusters Score -1010782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1010784.062500 Penalty: 4376.821289
	Iteration 41Q: 3 clusters Score -1010784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1010787.812500 Penalty: 4376.821289
	Iteration 42Q: 3 clusters Score -1010788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1010792.437500 Penalty: 4376.821289
	Iteration 43Q: 3 clusters Score -1010792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1010795.750000 Penalty: 4376.821289
	Iteration 44Q: 3 clusters Score -1010796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1010799.687500 Penalty: 4376.821289
	Iteration 45Q: 3 clusters Score -1010800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1010804.875000 Penalty: 4376.821289
	Iteration 46Q: 3 clusters Score -1010805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1010807.000000 Penalty: 4376.821289
	Iteration 47Q: 3 clusters Score -1010807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1010812.437500 Penalty: 4376.821289
	Iteration 48Q: 3 clusters Score -1010812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1010814.812500 Penalty: 4376.821289
	Iteration 49Q: 3 clusters Score -1010815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1010822.125000 Penalty: 4376.821289
	Iteration 50Q: 3 clusters Score -1010822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1010826.875000 Penalty: 4376.821289
	Iteration 51Q: 3 clusters Score -1010827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1010829.687500 Penalty: 4376.821289
	Iteration 52Q: 3 clusters Score -1010830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1010834.500000 Penalty: 4376.821289
	Iteration 53Q: 3 clusters Score -1010834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1010838.625000 Penalty: 4376.821289
	Iteration 54Q: 3 clusters Score -1010839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1010844.562500 Penalty: 4376.821289
	Iteration 55Q: 3 clusters Score -1010845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1010849.187500 Penalty: 4376.821289
	Iteration 56Q: 3 clusters Score -1010849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1010850.687500 Penalty: 4376.821289
	Iteration 57Q: 3 clusters Score -1010851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1010850.687500 Penalty: 4376.821289
	Iteration 58Q: 3 clusters Score -1010851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1010849.812500 Penalty: 4376.821289
	Iteration 59Q: 3 clusters Score -1010850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1010849.812500 Penalty: 4376.821289
	Iteration 60F: 3 clusters Score -1010850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1000952.437500 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -1000952 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 3373 members 
Entering Unmasked Estep 
Score: -995451.312500 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -995451.3 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -997056.437500 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -997056.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -997417.437500 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -997417.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -997651.500000 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -997651.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -997887.875000 Penalty: 4373.232422
	Iteration 4Q: 3 clusters Score -997887.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -998115.937500 Penalty: 4373.232422
	Iteration 5Q: 3 clusters Score -998115.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -998380.000000 Penalty: 4373.232422
	Iteration 6Q: 3 clusters Score -998380 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -998654.000000 Penalty: 4373.232422
	Iteration 7Q: 3 clusters Score -998654 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -998898.187500 Penalty: 4373.232422
	Iteration 8Q: 3 clusters Score -998898.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -999134.937500 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -999134.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -999342.375000 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -999342.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -999521.750000 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -999521.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -999710.062500 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -999710.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -999887.812500 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -999887.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1000039.750000 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -1000040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1000117.562500 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -1000118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1000154.625000 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -1000155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1000176.062500 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -1000176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1000189.875000 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -1000190 nChanged 24
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: -1000200.750000 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -1000201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1000208.062500 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -1000208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1000215.812500 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -1000216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1000226.875000 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -1000227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1000236.875000 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -1000237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1000245.500000 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -1000246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1000251.187500 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -1000251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1000255.687500 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -1000256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1000262.187500 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -1000262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1000269.312500 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -1000269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1000273.937500 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -1000274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1000277.437500 Penalty: 4373.232422
	Iteration 30Q: 3 clusters Score -1000277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1000282.562500 Penalty: 4373.232422
	Iteration 31Q: 3 clusters Score -1000283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1000293.187500 Penalty: 4373.232422
	Iteration 32Q: 3 clusters Score -1000293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1000306.250000 Penalty: 4373.232422
	Iteration 33Q: 3 clusters Score -1000306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1000316.187500 Penalty: 4373.232422
	Iteration 34Q: 3 clusters Score -1000316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1000327.062500 Penalty: 4373.232422
	Iteration 35Q: 3 clusters Score -1000327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1000340.250000 Penalty: 4373.232422
	Iteration 36Q: 3 clusters Score -1000340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1000360.125000 Penalty: 4373.232422
	Iteration 37Q: 3 clusters Score -1000360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1000389.750000 Penalty: 4373.232422
	Iteration 38Q: 3 clusters Score -1000390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1000430.125000 Penalty: 4373.232422
	Iteration 39Q: 3 clusters Score -1000430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1000474.125000 Penalty: 4373.232422
	Iteration 40F: 3 clusters Score -1000474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1000513.312500 Penalty: 4373.232422
	Iteration 41Q: 3 clusters Score -1000513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1000550.812500 Penalty: 4373.232422
	Iteration 42Q: 3 clusters Score -1000551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1000570.062500 Penalty: 4373.232422
	Iteration 43Q: 3 clusters Score -1000570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1000588.875000 Penalty: 4373.232422
	Iteration 44Q: 3 clusters Score -1000589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1000600.625000 Penalty: 4373.232422
	Iteration 45Q: 3 clusters Score -1000601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1000611.000000 Penalty: 4373.232422
	Iteration 46Q: 3 clusters Score -1000611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1000621.750000 Penalty: 4373.232422
	Iteration 47Q: 3 clusters Score -1000622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1000632.375000 Penalty: 4373.232422
	Iteration 48Q: 3 clusters Score -1000632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1000643.750000 Penalty: 4373.232422
	Iteration 49Q: 3 clusters Score -1000644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1000648.062500 Penalty: 4373.232422
	Iteration 50Q: 3 clusters Score -1000648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1000652.812500 Penalty: 4373.232422
	Iteration 51Q: 3 clusters Score -1000653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1000655.312500 Penalty: 4373.232422
	Iteration 52Q: 3 clusters Score -1000655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1000655.937500 Penalty: 4373.232422
	Iteration 53Q: 3 clusters Score -1000656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1000657.937500 Penalty: 4373.232422
	Iteration 54Q: 3 clusters Score -1000658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1000660.687500 Penalty: 4373.232422
	Iteration 55Q: 3 clusters Score -1000661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1000658.812500 Penalty: 4373.232422
	Iteration 56Q: 3 clusters Score -1000659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1000658.812500 Penalty: 4373.232422
	Iteration 57F: 3 clusters Score -1000659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -934736.625000 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -934736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -929501.687500 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -929501.7 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -930909.187500 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -930909.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -931171.562500 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -931171.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -931349.000000 Penalty: 4327.529297
	Iteration 3F: 3 clusters Score -931349 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -931512.625000 Penalty: 4327.529297
	Iteration 4Q: 3 clusters Score -931512.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -931659.875000 Penalty: 4327.529297
	Iteration 5Q: 3 clusters Score -931659.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -931799.687500 Penalty: 4327.529297
	Iteration 6Q: 3 clusters Score -931799.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -931977.312500 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -931977.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -932170.437500 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -932170.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -932343.062500 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -932343.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -932486.187500 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -932486.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -932618.812500 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -932618.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -932732.500000 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -932732.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -932841.687500 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -932841.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -932939.312500 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -932939.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -933039.750000 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -933039.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -933108.625000 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -933108.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -933158.562500 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -933158.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -933204.937500 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -933204.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -933248.125000 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -933248.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -933282.625000 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -933282.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -933300.062500 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -933300.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -933315.062500 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -933315.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -933329.125000 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -933329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -933342.562500 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -933342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -933348.312500 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -933348.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -933353.000000 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -933353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -933356.875000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -933356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -933360.625000 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -933360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -933364.187500 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -933364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -933366.375000 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -933366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -933369.750000 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -933369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -933369.562500 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -933369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -933369.562500 Penalty: 4327.529297
	Iteration 33F: 3 clusters Score -933369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Entering Unmasked Estep 
Score: -2750260.000000 Penalty: 2423.048340
	Iteration 0F: 2 clusters Score -2750260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2737849.000000 Penalty: 4846.096680
	Iteration 0F: 3 clusters Score -2737849 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2741857.750000 Penalty: 4846.096680
	Iteration 1F: 3 clusters Score -2741858 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2742192.250000 Penalty: 4846.096680
	Iteration 2F: 3 clusters Score -2742192 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2742479.750000 Penalty: 4846.096680
	Iteration 3Q: 3 clusters Score -2742480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2742687.000000 Penalty: 4846.096680
	Iteration 4Q: 3 clusters Score -2742687 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2742868.250000 Penalty: 4846.096680
	Iteration 5Q: 3 clusters Score -2742868 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2743035.000000 Penalty: 4846.096680
	Iteration 6Q: 3 clusters Score -2743035 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2743178.500000 Penalty: 4846.096680
	Iteration 7Q: 3 clusters Score -2743178 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2743320.000000 Penalty: 4846.096680
	Iteration 8Q: 3 clusters Score -2743320 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2743526.000000 Penalty: 4846.096680
	Iteration 9Q: 3 clusters Score -2743526 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2743771.250000 Penalty: 4846.096680
	Iteration 10Q: 3 clusters Score -2743771 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2744071.750000 Penalty: 4846.096680
	Iteration 11Q: 3 clusters Score -2744072 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2744419.000000 Penalty: 4846.096680
	Iteration 12Q: 3 clusters Score -2744419 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2744841.500000 Penalty: 4846.096680
	Iteration 13Q: 3 clusters Score -2744842 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2745336.250000 Penalty: 4846.096680
	Iteration 14Q: 3 clusters Score -2745336 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2745829.000000 Penalty: 4846.096680
	Iteration 15Q: 3 clusters Score -2745829 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2746330.250000 Penalty: 4846.096680
	Iteration 16Q: 3 clusters Score -2746330 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2746788.000000 Penalty: 4846.096680
	Iteration 17Q: 3 clusters Score -2746788 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2747154.000000 Penalty: 4846.096680
	Iteration 18Q: 3 clusters Score -2747154 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2747426.750000 Penalty: 4846.096680
	Iteration 19Q: 3 clusters Score -2747427 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2747614.750000 Penalty: 4846.096680
	Iteration 20F: 3 clusters Score -2747615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2747730.000000 Penalty: 4846.096680
	Iteration 21Q: 3 clusters Score -2747730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2747804.750000 Penalty: 4846.096680
	Iteration 22Q: 3 clusters Score -2747805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2747871.000000 Penalty: 4846.096680
	Iteration 23Q: 3 clusters Score -2747871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2747919.250000 Penalty: 4846.096680
	Iteration 24Q: 3 clusters Score -2747919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2747950.250000 Penalty: 4846.096680
	Iteration 25Q: 3 clusters Score -2747950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2747977.250000 Penalty: 4846.096680
	Iteration 26Q: 3 clusters Score -2747977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2748002.250000 Penalty: 4846.096680
	Iteration 27Q: 3 clusters Score -2748002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2748026.500000 Penalty: 4846.096680
	Iteration 28Q: 3 clusters Score -2748026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2748050.250000 Penalty: 4846.096680
	Iteration 29Q: 3 clusters Score -2748050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2748059.250000 Penalty: 4846.096680
	Iteration 30Q: 3 clusters Score -2748059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2748066.500000 Penalty: 4846.096680
	Iteration 31Q: 3 clusters Score -2748066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2748073.500000 Penalty: 4846.096680
	Iteration 32Q: 3 clusters Score -2748074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2748084.750000 Penalty: 4846.096680
	Iteration 33Q: 3 clusters Score -2748085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2748093.250000 Penalty: 4846.096680
	Iteration 34Q: 3 clusters Score -2748093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2748096.250000 Penalty: 4846.096680
	Iteration 35Q: 3 clusters Score -2748096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2748096.000000 Penalty: 4846.096680
	Iteration 36Q: 3 clusters Score -2748096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2748107.750000 Penalty: 4846.096680
	Iteration 37Q: 3 clusters Score -2748108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2748113.500000 Penalty: 4846.096680
	Iteration 38Q: 3 clusters Score -2748114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2748118.750000 Penalty: 4846.096680
	Iteration 39Q: 3 clusters Score -2748119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2748121.000000 Penalty: 4846.096680
	Iteration 40F: 3 clusters Score -2748121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2748120.750000 Penalty: 4846.096680
	Iteration 41Q: 3 clusters Score -2748121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2748124.500000 Penalty: 4846.096680
	Iteration 42Q: 3 clusters Score -2748124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2748122.750000 Penalty: 4846.096680
	Iteration 43Q: 3 clusters Score -2748123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2748126.000000 Penalty: 4846.096680
	Iteration 44Q: 3 clusters Score -2748126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2748124.500000 Penalty: 4846.096680
	Iteration 45Q: 3 clusters Score -2748124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2748127.000000 Penalty: 4846.096680
	Iteration 46Q: 3 clusters Score -2748127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2748126.250000 Penalty: 4846.096680
	Iteration 47Q: 3 clusters Score -2748126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2748128.000000 Penalty: 4846.096680
	Iteration 48Q: 3 clusters Score -2748128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2748129.500000 Penalty: 4846.096680
	Iteration 49Q: 3 clusters Score -2748130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2748133.000000 Penalty: 4846.096680
	Iteration 50Q: 3 clusters Score -2748133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2748130.750000 Penalty: 4846.096680
	Iteration 51Q: 3 clusters Score -2748131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2748128.000000 Penalty: 4846.096680
	Iteration 52Q: 3 clusters Score -2748128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2748128.000000 Penalty: 4846.096680
	Iteration 53Q: 3 clusters Score -2748128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2748131.750000 Penalty: 4846.096680
	Iteration 54Q: 3 clusters Score -2748132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2748132.250000 Penalty: 4846.096680
	Iteration 55Q: 3 clusters Score -2748132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2748133.250000 Penalty: 4846.096680
	Iteration 56Q: 3 clusters Score -2748133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2748139.250000 Penalty: 4846.096680
	Iteration 57Q: 3 clusters Score -2748139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2748141.250000 Penalty: 4846.096680
	Iteration 58Q: 3 clusters Score -2748141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2748141.250000 Penalty: 4846.096680
	Iteration 59F: 3 clusters Score -2748141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 63045 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52277 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 61615 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63154 members 
Mstep: Class 32 contains 55802 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20814 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19878 members 
Mstep: Class 37 contains 6797 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6154 members 
Mstep: Class 40 contains 17507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392344.000000 Penalty: 134782.437500
Iteration 119Q: 41 clusters Score -1.203923e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27729 members 
Mstep: Class 3 contains 21608 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21535 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7798 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 16994 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52279 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 9934 members 
Mstep: Class 24 contains 61614 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 7746 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63156 members 
Mstep: Class 32 contains 55593 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19870 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 6749 members 
Mstep: Class 39 contains 6155 members 
Mstep: Class 40 contains 17523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392160.000000 Penalty: 134782.437500
Iteration 120F: 41 clusters Score -1.203922e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27718 members 
Mstep: Class 3 contains 21608 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21542 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17022 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 63446 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52278 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 9942 members 
Mstep: Class 24 contains 61616 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63156 members 
Mstep: Class 32 contains 55380 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19859 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6156 members 
Mstep: Class 40 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392056.000000 Penalty: 134782.437500
Iteration 121Q: 41 clusters Score -1.203921e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27707 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17024 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 63682 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52278 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12760 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 9946 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63160 members 
Mstep: Class 32 contains 55129 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19851 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6156 members 
Mstep: Class 40 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392072.000000 Penalty: 134782.437500
Iteration 122Q: 41 clusters Score -1.203921e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27693 members 
Mstep: Class 3 contains 21605 members 
Mstep: Class 4 contains 55724 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17024 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 63879 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52280 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12764 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12777 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7756 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63163 members 
Mstep: Class 32 contains 54904 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19843 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 6756 members 
Mstep: Class 39 contains 6156 members 
Mstep: Class 40 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392040.000000 Penalty: 134782.437500
Iteration 123Q: 41 clusters Score -1.20392e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27670 members 
Mstep: Class 3 contains 21607 members 
Mstep: Class 4 contains 55723 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17025 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7809 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 64094 members 
Mstep: Class 16 contains 16999 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52285 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 12782 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 61616 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7752 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63163 members 
Mstep: Class 32 contains 54689 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19836 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 6758 members 
Mstep: Class 39 contains 6156 members 
Mstep: Class 40 contains 17518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391968.000000 Penalty: 134782.437500
Iteration 124Q: 41 clusters Score -1.20392e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27655 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 55721 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7813 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 64295 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52287 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12788 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28116 members 
Mstep: Class 26 contains 7753 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63163 members 
Mstep: Class 32 contains 54487 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 6757 members 
Mstep: Class 39 contains 6155 members 
Mstep: Class 40 contains 17514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392144.000000 Penalty: 134782.437500
Iteration 125Q: 41 clusters Score -1.203921e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27640 members 
Mstep: Class 3 contains 21605 members 
Mstep: Class 4 contains 55721 members 
Mstep: Class 5 contains 21573 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 103531 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17553 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7818 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 64505 members 
Mstep: Class 16 contains 17015 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52291 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12792 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 12777 members 
Mstep: Class 23 contains 9956 members 
Mstep: Class 24 contains 61619 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63160 members 
Mstep: Class 32 contains 54271 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20813 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6800 members 
Mstep: Class 38 contains 6756 members 
Mstep: Class 39 contains 6158 members 
Mstep: Class 40 contains 17518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392376.000000 Penalty: 134782.437500
Iteration 126Q: 41 clusters Score -1.203924e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 27628 members 
Mstep: Class 3 contains 21604 members 
Mstep: Class 4 contains 55720 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17032 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17546 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 32578 members 
Mstep: Class 15 contains 64719 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52296 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 12772 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 61620 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7751 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63156 members 
Mstep: Class 32 contains 54054 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19837 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6158 members 
Mstep: Class 40 contains 17513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392576.000000 Penalty: 134782.437500
Iteration 127Q: 41 clusters Score -1.203926e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 21603 members 
Mstep: Class 4 contains 55717 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17034 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 32577 members 
Mstep: Class 15 contains 64927 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52297 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 12773 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 61621 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7752 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63155 members 
Mstep: Class 32 contains 53841 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6161 members 
Mstep: Class 40 contains 17502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392568.000000 Penalty: 134782.437500
Iteration 128Q: 41 clusters Score -1.203926e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 27617 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55714 members 
Mstep: Class 5 contains 21592 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17037 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17538 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 32579 members 
Mstep: Class 15 contains 65121 members 
Mstep: Class 16 contains 17046 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52296 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12813 members 
Mstep: Class 21 contains 9464 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 9956 members 
Mstep: Class 24 contains 61622 members 
Mstep: Class 25 contains 28114 members 
Mstep: Class 26 contains 7750 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63152 members 
Mstep: Class 32 contains 53647 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6750 members 
Mstep: Class 39 contains 6160 members 
Mstep: Class 40 contains 17497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392528.000000 Penalty: 134782.437500
Iteration 129Q: 41 clusters Score -1.203925e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 27611 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55713 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 103532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17523 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7841 members 
Mstep: Class 14 contains 32582 members 
Mstep: Class 15 contains 65339 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52298 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9466 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 9958 members 
Mstep: Class 24 contains 61622 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63151 members 
Mstep: Class 32 contains 53436 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19825 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6745 members 
Mstep: Class 39 contains 6163 members 
Mstep: Class 40 contains 17492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392520.000000 Penalty: 134782.437500
Iteration 130Q: 41 clusters Score -1.203925e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 27605 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 55713 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 103532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17514 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 65560 members 
Mstep: Class 16 contains 17062 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52300 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12821 members 
Mstep: Class 21 contains 9467 members 
Mstep: Class 22 contains 12766 members 
Mstep: Class 23 contains 9955 members 
Mstep: Class 24 contains 61621 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63150 members 
Mstep: Class 32 contains 53239 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19826 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6740 members 
Mstep: Class 39 contains 6164 members 
Mstep: Class 40 contains 17478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392592.000000 Penalty: 134782.437500
Iteration 131Q: 41 clusters Score -1.203926e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 27602 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 55711 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17506 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7847 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 65768 members 
Mstep: Class 16 contains 17073 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52301 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 12765 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28110 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63150 members 
Mstep: Class 32 contains 53052 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20810 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6745 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392424.000000 Penalty: 134782.437500
Iteration 132Q: 41 clusters Score -1.203924e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 27595 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55707 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17048 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17506 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7848 members 
Mstep: Class 14 contains 32589 members 
Mstep: Class 15 contains 65950 members 
Mstep: Class 16 contains 17082 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52301 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 12813 members 
Mstep: Class 21 contains 9470 members 
Mstep: Class 22 contains 12763 members 
Mstep: Class 23 contains 9954 members 
Mstep: Class 24 contains 61614 members 
Mstep: Class 25 contains 28110 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63150 members 
Mstep: Class 32 contains 52878 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6745 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392536.000000 Penalty: 134782.437500
Iteration 133Q: 41 clusters Score -1.203925e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 27588 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55704 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17051 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17501 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7848 members 
Mstep: Class 14 contains 32591 members 
Mstep: Class 15 contains 66112 members 
Mstep: Class 16 contains 17081 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 12761 members 
Mstep: Class 23 contains 9967 members 
Mstep: Class 24 contains 61616 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63152 members 
Mstep: Class 32 contains 52701 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3115 members 
Mstep: Class 36 contains 19829 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392496.000000 Penalty: 134782.437500
Iteration 134Q: 41 clusters Score -1.203925e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 27583 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55700 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17050 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17496 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7847 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 66279 members 
Mstep: Class 16 contains 17088 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52306 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 12760 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 61617 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63152 members 
Mstep: Class 32 contains 52541 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 3115 members 
Mstep: Class 36 contains 19826 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 17448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392560.000000 Penalty: 134782.437500
Iteration 135Q: 41 clusters Score -1.203926e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 27581 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55700 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17052 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17492 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7849 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 66436 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52307 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12800 members 
Mstep: Class 21 contains 9474 members 
Mstep: Class 22 contains 12754 members 
Mstep: Class 23 contains 9976 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63149 members 
Mstep: Class 32 contains 52381 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20810 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6169 members 
Mstep: Class 40 contains 17448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392568.000000 Penalty: 134782.437500
Iteration 136Q: 41 clusters Score -1.203926e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 27575 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55698 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17492 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 66606 members 
Mstep: Class 16 contains 17092 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12750 members 
Mstep: Class 23 contains 9976 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63143 members 
Mstep: Class 32 contains 52219 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6171 members 
Mstep: Class 40 contains 17452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392464.000000 Penalty: 134782.437500
Iteration 137Q: 41 clusters Score -1.203925e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 27572 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55699 members 
Mstep: Class 5 contains 21622 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17489 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7849 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 66765 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12746 members 
Mstep: Class 23 contains 9975 members 
Mstep: Class 24 contains 61618 members 
Mstep: Class 25 contains 28119 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63141 members 
Mstep: Class 32 contains 52054 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20811 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 6802 members 
Mstep: Class 38 contains 6753 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392408.000000 Penalty: 134782.437500
Iteration 138Q: 41 clusters Score -1.203924e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 27570 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55696 members 
Mstep: Class 5 contains 21613 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17058 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17488 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 66926 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12793 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 9977 members 
Mstep: Class 24 contains 61619 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7726 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63138 members 
Mstep: Class 32 contains 51907 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20810 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 6804 members 
Mstep: Class 38 contains 6753 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392424.000000 Penalty: 134782.437500
Iteration 139Q: 41 clusters Score -1.203924e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 27570 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55694 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17059 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7851 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67064 members 
Mstep: Class 16 contains 17097 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12793 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 61620 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63136 members 
Mstep: Class 32 contains 51767 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20810 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19821 members 
Mstep: Class 37 contains 6804 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6177 members 
Mstep: Class 40 contains 17446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392344.000000 Penalty: 134782.437500
Iteration 140F: 41 clusters Score -1.203923e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27562 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55692 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17060 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17484 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67180 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12798 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 9987 members 
Mstep: Class 24 contains 61622 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63131 members 
Mstep: Class 32 contains 51652 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20809 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6760 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392360.000000 Penalty: 134782.437500
Iteration 141Q: 41 clusters Score -1.203924e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27559 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55690 members 
Mstep: Class 5 contains 21620 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17060 members 
Mstep: Class 9 contains 103531 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7854 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67297 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 9988 members 
Mstep: Class 24 contains 61621 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63131 members 
Mstep: Class 32 contains 51530 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20808 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19816 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6764 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392352.000000 Penalty: 134782.437500
Iteration 142Q: 41 clusters Score -1.203924e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27553 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55689 members 
Mstep: Class 5 contains 21610 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17060 members 
Mstep: Class 9 contains 103531 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7853 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67416 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 9986 members 
Mstep: Class 24 contains 61621 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63130 members 
Mstep: Class 32 contains 51425 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20809 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6765 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392280.000000 Penalty: 134782.437500
Iteration 143Q: 41 clusters Score -1.203923e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 27547 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55689 members 
Mstep: Class 5 contains 21605 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67520 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52301 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12820 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 61623 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63130 members 
Mstep: Class 32 contains 51324 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20809 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6764 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392304.000000 Penalty: 134782.437500
Iteration 144Q: 41 clusters Score -1.203923e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 27543 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 103534 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17474 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7856 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67610 members 
Mstep: Class 16 contains 17110 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 12735 members 
Mstep: Class 23 contains 9989 members 
Mstep: Class 24 contains 61626 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63124 members 
Mstep: Class 32 contains 51240 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20809 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6762 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392192.000000 Penalty: 134782.437500
Iteration 145Q: 41 clusters Score -1.203922e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 27542 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55687 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17064 members 
Mstep: Class 9 contains 103536 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17475 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7857 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67701 members 
Mstep: Class 16 contains 17111 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52302 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 12731 members 
Mstep: Class 23 contains 9997 members 
Mstep: Class 24 contains 61625 members 
Mstep: Class 25 contains 28123 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63124 members 
Mstep: Class 32 contains 51161 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20809 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6758 members 
Mstep: Class 39 contains 6180 members 
Mstep: Class 40 contains 17424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392216.000000 Penalty: 134782.437500
Iteration 146Q: 41 clusters Score -1.203922e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 27541 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55687 members 
Mstep: Class 5 contains 21599 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17066 members 
Mstep: Class 9 contains 103538 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7857 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67803 members 
Mstep: Class 16 contains 17112 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52300 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12799 members 
Mstep: Class 21 contains 9474 members 
Mstep: Class 22 contains 12726 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 61625 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63125 members 
Mstep: Class 32 contains 51072 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20812 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19817 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6756 members 
Mstep: Class 39 contains 6180 members 
Mstep: Class 40 contains 17413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392040.000000 Penalty: 134782.437500
Iteration 147Q: 41 clusters Score -1.20392e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27535 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 21590 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17071 members 
Mstep: Class 9 contains 103536 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7857 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67873 members 
Mstep: Class 16 contains 17111 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52299 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 9477 members 
Mstep: Class 22 contains 12725 members 
Mstep: Class 23 contains 10007 members 
Mstep: Class 24 contains 61624 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63126 members 
Mstep: Class 32 contains 51027 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20815 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392040.000000 Penalty: 134782.437500
Iteration 148Q: 41 clusters Score -1.20392e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27531 members 
Mstep: Class 3 contains 21598 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17072 members 
Mstep: Class 9 contains 103539 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17481 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7857 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 67944 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52298 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 9478 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 10010 members 
Mstep: Class 24 contains 61624 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63128 members 
Mstep: Class 32 contains 50984 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20816 members 
Mstep: Class 35 contains 3115 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 6752 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391888.000000 Penalty: 134782.437500
Iteration 149Q: 41 clusters Score -1.203919e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27527 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 55688 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17073 members 
Mstep: Class 9 contains 103537 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17485 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7857 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 68007 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52299 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12787 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 10012 members 
Mstep: Class 24 contains 61625 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7747 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63124 members 
Mstep: Class 32 contains 50949 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20816 members 
Mstep: Class 35 contains 3115 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6809 members 
Mstep: Class 38 contains 6750 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391840.000000 Penalty: 134782.437500
Iteration 150Q: 41 clusters Score -1.203918e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 27523 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17075 members 
Mstep: Class 9 contains 103538 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7859 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 68052 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52300 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12789 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 12716 members 
Mstep: Class 23 contains 10009 members 
Mstep: Class 24 contains 61626 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7743 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63125 members 
Mstep: Class 32 contains 50917 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20816 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6810 members 
Mstep: Class 38 contains 6749 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391648.000000 Penalty: 134782.437500
Iteration 151Q: 41 clusters Score -1.203916e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27518 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17079 members 
Mstep: Class 9 contains 103535 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17483 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7860 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 68070 members 
Mstep: Class 16 contains 17109 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52301 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 9486 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 10011 members 
Mstep: Class 24 contains 61627 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7744 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63124 members 
Mstep: Class 32 contains 50907 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20817 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6808 members 
Mstep: Class 38 contains 6744 members 
Mstep: Class 39 contains 6179 members 
Mstep: Class 40 contains 17366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391952.000000 Penalty: 134782.437500
Iteration 152Q: 41 clusters Score -1.20392e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 55682 members 
Mstep: Class 5 contains 21570 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17080 members 
Mstep: Class 9 contains 103532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7861 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 15 contains 68082 members 
Mstep: Class 16 contains 17113 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12793 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 12711 members 
Mstep: Class 23 contains 10004 members 
Mstep: Class 24 contains 61626 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7744 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63123 members 
Mstep: Class 32 contains 50896 members 
Mstep: Class 33 contains 706 members 
Mstep: Class 34 contains 20817 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19821 members 
Mstep: Class 37 contains 6809 members 
Mstep: Class 38 contains 6744 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391872.000000 Penalty: 134782.437500
Iteration 153Q: 41 clusters Score -1.203919e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27515 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 55676 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17081 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17472 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7861 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 68106 members 
Mstep: Class 16 contains 17121 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 9490 members 
Mstep: Class 22 contains 12711 members 
Mstep: Class 23 contains 10004 members 
Mstep: Class 24 contains 61628 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63122 members 
Mstep: Class 32 contains 50876 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 20818 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6810 members 
Mstep: Class 38 contains 6744 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391840.000000 Penalty: 134782.437500
Iteration 154Q: 41 clusters Score -1.203918e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27514 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 55674 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 103530 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17470 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7862 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 68144 members 
Mstep: Class 16 contains 17125 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52302 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 12708 members 
Mstep: Class 23 contains 10008 members 
Mstep: Class 24 contains 61628 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63123 members 
Mstep: Class 32 contains 50844 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 20819 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6808 members 
Mstep: Class 38 contains 6744 members 
Mstep: Class 39 contains 6178 members 
Mstep: Class 40 contains 17355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391992.000000 Penalty: 134782.437500
Iteration 155Q: 41 clusters Score -1.20392e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27510 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 55670 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17465 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 68186 members 
Mstep: Class 16 contains 17130 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52303 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 9495 members 
Mstep: Class 22 contains 12708 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61630 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63122 members 
Mstep: Class 32 contains 50807 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19819 members 
Mstep: Class 37 contains 6806 members 
Mstep: Class 38 contains 6748 members 
Mstep: Class 39 contains 6177 members 
Mstep: Class 40 contains 17345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391920.000000 Penalty: 134782.437500
Iteration 156Q: 41 clusters Score -1.203919e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 27509 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 55668 members 
Mstep: Class 5 contains 21570 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 103529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17459 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7864 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 68213 members 
Mstep: Class 16 contains 17132 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12810 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 12706 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61632 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63119 members 
Mstep: Class 32 contains 50785 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391832.000000 Penalty: 134782.437500
Iteration 157Q: 41 clusters Score -1.203918e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27508 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 55669 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17086 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7867 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 68235 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 12704 members 
Mstep: Class 23 contains 10008 members 
Mstep: Class 24 contains 61633 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7751 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63113 members 
Mstep: Class 32 contains 50767 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20819 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6808 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120391824.000000 Penalty: 134782.437500
Iteration 158Q: 41 clusters Score -1.203918e+08 nChanged 199
Entering ConstructFrom: 
Score: -120391824.000000 Penalty: 134782.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -1069917.000000 Penalty: 2197.720215
	Iteration 0F: 2 clusters Score -1069917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1064155.250000 Penalty: 4395.440430
	Iteration 0F: 3 clusters Score -1064155 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1065752.750000 Penalty: 4395.440430
	Iteration 1F: 3 clusters Score -1065753 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1066129.625000 Penalty: 4395.440430
	Iteration 2F: 3 clusters Score -1066130 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1066383.375000 Penalty: 4395.440430
	Iteration 3F: 3 clusters Score -1066383 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1066586.500000 Penalty: 4395.440430
	Iteration 4F: 3 clusters Score -1066586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1066759.625000 Penalty: 4395.440430
	Iteration 5Q: 3 clusters Score -1066760 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1066954.375000 Penalty: 4395.440430
	Iteration 6Q: 3 clusters Score -1066954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1067131.500000 Penalty: 4395.440430
	Iteration 7Q: 3 clusters Score -1067132 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1067330.750000 Penalty: 4395.440430
	Iteration 8Q: 3 clusters Score -1067331 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1067522.750000 Penalty: 4395.440430
	Iteration 9Q: 3 clusters Score -1067523 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1067701.375000 Penalty: 4395.440430
	Iteration 10Q: 3 clusters Score -1067701 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1067839.500000 Penalty: 4395.440430
	Iteration 11Q: 3 clusters Score -1067840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1067947.125000 Penalty: 4395.440430
	Iteration 12Q: 3 clusters Score -1067947 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1068043.875000 Penalty: 4395.440430
	Iteration 13Q: 3 clusters Score -1068044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1068154.625000 Penalty: 4395.440430
	Iteration 14Q: 3 clusters Score -1068155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1068264.875000 Penalty: 4395.440430
	Iteration 15Q: 3 clusters Score -1068265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1068355.125000 Penalty: 4395.440430
	Iteration 16Q: 3 clusters Score -1068355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1068423.500000 Penalty: 4395.440430
	Iteration 17Q: 3 clusters Score -1068424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1068488.875000 Penalty: 4395.440430
	Iteration 18Q: 3 clusters Score -1068489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1068566.000000 Penalty: 4395.440430
	Iteration 19Q: 3 clusters Score -1068566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1068634.750000 Penalty: 4395.440430
	Iteration 20F: 3 clusters Score -1068635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1068696.000000 Penalty: 4395.440430
	Iteration 21Q: 3 clusters Score -1068696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1068748.875000 Penalty: 4395.440430
	Iteration 22Q: 3 clusters Score -1068749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1068793.250000 Penalty: 4395.440430
	Iteration 23Q: 3 clusters Score -1068793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1068828.125000 Penalty: 4395.440430
	Iteration 24Q: 3 clusters Score -1068828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1068864.250000 Penalty: 4395.440430
	Iteration 25Q: 3 clusters Score -1068864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1068891.250000 Penalty: 4395.440430
	Iteration 26Q: 3 clusters Score -1068891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1068904.875000 Penalty: 4395.440430
	Iteration 27Q: 3 clusters Score -1068905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1068918.375000 Penalty: 4395.440430
	Iteration 28Q: 3 clusters Score -1068918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1068928.500000 Penalty: 4395.440430
	Iteration 29Q: 3 clusters Score -1068928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1068938.375000 Penalty: 4395.440430
	Iteration 30Q: 3 clusters Score -1068938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1068943.500000 Penalty: 4395.440430
	Iteration 31Q: 3 clusters Score -1068944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1068949.375000 Penalty: 4395.440430
	Iteration 32Q: 3 clusters Score -1068949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1068959.750000 Penalty: 4395.440430
	Iteration 33Q: 3 clusters Score -1068960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1068972.125000 Penalty: 4395.440430
	Iteration 34Q: 3 clusters Score -1068972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1068986.000000 Penalty: 4395.440430
	Iteration 35Q: 3 clusters Score -1068986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1068997.250000 Penalty: 4395.440430
	Iteration 36Q: 3 clusters Score -1068997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1069014.250000 Penalty: 4395.440430
	Iteration 37Q: 3 clusters Score -1069014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1069029.125000 Penalty: 4395.440430
	Iteration 38Q: 3 clusters Score -1069029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1069041.875000 Penalty: 4395.440430
	Iteration 39Q: 3 clusters Score -1069042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1069061.750000 Penalty: 4395.440430
	Iteration 40F: 3 clusters Score -1069062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1069083.000000 Penalty: 4395.440430
	Iteration 41Q: 3 clusters Score -1069083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1069094.875000 Penalty: 4395.440430
	Iteration 42Q: 3 clusters Score -1069095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1069104.000000 Penalty: 4395.440430
	Iteration 43Q: 3 clusters Score -1069104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1069108.125000 Penalty: 4395.440430
	Iteration 44Q: 3 clusters Score -1069108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1069112.250000 Penalty: 4395.440430
	Iteration 45Q: 3 clusters Score -1069112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1069113.125000 Penalty: 4395.440430
	Iteration 46Q: 3 clusters Score -1069113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1069116.875000 Penalty: 4395.440430
	Iteration 47Q: 3 clusters Score -1069117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1069120.250000 Penalty: 4395.440430
	Iteration 48Q: 3 clusters Score -1069120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1069121.375000 Penalty: 4395.440430
	Iteration 49Q: 3 clusters Score -1069121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1069123.125000 Penalty: 4395.440430
	Iteration 50Q: 3 clusters Score -1069123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1069124.250000 Penalty: 4395.440430
	Iteration 51Q: 3 clusters Score -1069124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1069126.500000 Penalty: 4395.440430
	Iteration 52Q: 3 clusters Score -1069126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1069126.000000 Penalty: 4395.440430
	Iteration 53Q: 3 clusters Score -1069126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1069127.125000 Penalty: 4395.440430
	Iteration 54Q: 3 clusters Score -1069127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1069129.375000 Penalty: 4395.440430
	Iteration 55Q: 3 clusters Score -1069129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1069129.750000 Penalty: 4395.440430
	Iteration 56Q: 3 clusters Score -1069130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1069129.750000 Penalty: 4395.440430
	Iteration 57F: 3 clusters Score -1069130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Entering Unmasked Estep 
Score: -4030195.250000 Penalty: 2535.095459
	Iteration 0F: 2 clusters Score -4030195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4011350.000000 Penalty: 5070.190918
	Iteration 0F: 3 clusters Score -4011350 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4018853.500000 Penalty: 5070.190918
	Iteration 1F: 3 clusters Score -4018854 nChanged 2143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4020455 nChanged 2248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4022350 nChanged 2186
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Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4024082 nChanged 1827
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Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4025314 nChanged 1358
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Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4026080 nChanged 987
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Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4026622 nChanged 821
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Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4026996 nChanged 600
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Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4027214 nChanged 494
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Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4027430 nChanged 454
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4027648.500000 Penalty: 5070.190918
	Iteration 11Q: 3 clusters Score -4027648 nChanged 438
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Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4027887 nChanged 436
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4028152 nChanged 407
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Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4028396 nChanged 423
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Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4028708 nChanged 434
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4029062 nChanged 424
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Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4029353 nChanged 384
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Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4029571.500000 Penalty: 5070.190918
	Iteration 18Q: 3 clusters Score -4029572 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4029691.250000 Penalty: 5070.190918
	Iteration 19Q: 3 clusters Score -4029691 nChanged 282
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Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4029815.500000 Penalty: 5070.190918
	Iteration 20F: 3 clusters Score -4029816 nChanged 238
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Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4029909.250000 Penalty: 5070.190918
	Iteration 21Q: 3 clusters Score -4029909 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4029979 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4030020.750000 Penalty: 5070.190918
	Iteration 23Q: 3 clusters Score -4030021 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4030070 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4030096 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4030134 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4030152 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4030157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4030178.000000 Penalty: 5070.190918
	Iteration 29Q: 3 clusters Score -4030178 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4030191 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4030214 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4030219 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4030239 nChanged 68
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Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4030255 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4030275 nChanged 73
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Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4030299 nChanged 72
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4030307 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4030316 nChanged 67
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Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4030332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4030339.250000 Penalty: 5070.190918
	Iteration 40F: 3 clusters Score -4030339 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4030356 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4030359 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4030363.000000 Penalty: 5070.190918
	Iteration 43Q: 3 clusters Score -4030363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4030372.000000 Penalty: 5070.190918
	Iteration 44Q: 3 clusters Score -4030372 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4030375 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4030387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4030398.500000 Penalty: 5070.190918
	Iteration 47Q: 3 clusters Score -4030398 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4030412 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4030418 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4030421.000000 Penalty: 5070.190918
	Iteration 50Q: 3 clusters Score -4030421 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
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Entering Unmasked Estep 
Score: -4030441.500000 Penalty: 5070.190918
	Iteration 51Q: 3 clusters Score -4030442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4030442 nChanged 45
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Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4030448 nChanged 39
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Mstep: Class 1 contains 22505 members 
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Entering Unmasked Estep 
Score: -4030452.750000 Penalty: 5070.190918
	Iteration 54Q: 3 clusters Score -4030453 nChanged 33
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Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4030454 nChanged 38
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Mstep: Class 1 contains 22570 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4030466 nChanged 27
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Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4030464 nChanged 26
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Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4030467.750000 Penalty: 5070.190918
	Iteration 58Q: 3 clusters Score -4030468 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4030473.000000 Penalty: 5070.190918
	Iteration 59Q: 3 clusters Score -4030473 nChanged 17
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Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4030477.500000 Penalty: 5070.190918
	Iteration 60F: 3 clusters Score -4030478 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4030488.250000 Penalty: 5070.190918
	Iteration 61Q: 3 clusters Score -4030488 nChanged 6
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Mstep: Class 1 contains 22668 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4030485 nChanged 10
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4030484 nChanged 13
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Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4030489 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4030495 nChanged 13
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Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4030496 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4030497 nChanged 12
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Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4030503.500000 Penalty: 5070.190918
	Iteration 68Q: 3 clusters Score -4030504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4030502 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4030508.000000 Penalty: 5070.190918
	Iteration 70Q: 3 clusters Score -4030508 nChanged 14
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Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4030506.250000 Penalty: 5070.190918
	Iteration 71Q: 3 clusters Score -4030506 nChanged 14
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Mstep: Class 1 contains 22768 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4030500 nChanged 8
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Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4030496 nChanged 11
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Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4030504.250000 Penalty: 5070.190918
	Iteration 74Q: 3 clusters Score -4030504 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4030496 nChanged 11
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Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4030503 nChanged 14
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Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4030504 nChanged 11
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Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4030510.250000 Penalty: 5070.190918
	Iteration 78Q: 3 clusters Score -4030510 nChanged 10
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Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4030509.750000 Penalty: 5070.190918
	Iteration 79Q: 3 clusters Score -4030510 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4030517.750000 Penalty: 5070.190918
	Iteration 80F: 3 clusters Score -4030518 nChanged 12
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Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4030516.250000 Penalty: 5070.190918
	Iteration 81Q: 3 clusters Score -4030516 nChanged 7
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Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4030517 nChanged 9
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Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4030523.750000 Penalty: 5070.190918
	Iteration 83Q: 3 clusters Score -4030524 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4030526.250000 Penalty: 5070.190918
	Iteration 84Q: 3 clusters Score -4030526 nChanged 12
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Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4030521.250000 Penalty: 5070.190918
	Iteration 85Q: 3 clusters Score -4030521 nChanged 13
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Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4030518.250000 Penalty: 5070.190918
	Iteration 86Q: 3 clusters Score -4030518 nChanged 15
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Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4030522.750000 Penalty: 5070.190918
	Iteration 87Q: 3 clusters Score -4030523 nChanged 15
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Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4030529 nChanged 17
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Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4030535.750000 Penalty: 5070.190918
	Iteration 89Q: 3 clusters Score -4030536 nChanged 24
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Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4030538.750000 Penalty: 5070.190918
	Iteration 90Q: 3 clusters Score -4030539 nChanged 21
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Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4030535 nChanged 20
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Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4030540.000000 Penalty: 5070.190918
	Iteration 92Q: 3 clusters Score -4030540 nChanged 17
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Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4030536 nChanged 16
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Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4030534.750000 Penalty: 5070.190918
	Iteration 94Q: 3 clusters Score -4030535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4030528.750000 Penalty: 5070.190918
	Iteration 95Q: 3 clusters Score -4030529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4030542.750000 Penalty: 5070.190918
	Iteration 96Q: 3 clusters Score -4030543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4030537.250000 Penalty: 5070.190918
	Iteration 97Q: 3 clusters Score -4030537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4030546.750000 Penalty: 5070.190918
	Iteration 98Q: 3 clusters Score -4030547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4030545.500000 Penalty: 5070.190918
	Iteration 99Q: 3 clusters Score -4030546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -4030546.250000 Penalty: 5070.190918
	Iteration 100F: 3 clusters Score -4030546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4030541.250000 Penalty: 5070.190918
	Iteration 101Q: 3 clusters Score -4030541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4030538.750000 Penalty: 5070.190918
	Iteration 102Q: 3 clusters Score -4030539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4030542.500000 Penalty: 5070.190918
	Iteration 103Q: 3 clusters Score -4030542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4030540.000000 Penalty: 5070.190918
	Iteration 104Q: 3 clusters Score -4030540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4030546.250000 Penalty: 5070.190918
	Iteration 105Q: 3 clusters Score -4030546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4030549.500000 Penalty: 5070.190918
	Iteration 106Q: 3 clusters Score -4030550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4030547.500000 Penalty: 5070.190918
	Iteration 107Q: 3 clusters Score -4030548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4030553.750000 Penalty: 5070.190918
	Iteration 108Q: 3 clusters Score -4030554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4030554.500000 Penalty: 5070.190918
	Iteration 109Q: 3 clusters Score -4030554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4030548.250000 Penalty: 5070.190918
	Iteration 110Q: 3 clusters Score -4030548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4030543.750000 Penalty: 5070.190918
	Iteration 111Q: 3 clusters Score -4030544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4030545.500000 Penalty: 5070.190918
	Iteration 112Q: 3 clusters Score -4030546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4030548.500000 Penalty: 5070.190918
	Iteration 113Q: 3 clusters Score -4030548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4030553.500000 Penalty: 5070.190918
	Iteration 114Q: 3 clusters Score -4030554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4030554.500000 Penalty: 5070.190918
	Iteration 115Q: 3 clusters Score -4030554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4030555.750000 Penalty: 5070.190918
	Iteration 116Q: 3 clusters Score -4030556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4030554.000000 Penalty: 5070.190918
	Iteration 117Q: 3 clusters Score -4030554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4030554.500000 Penalty: 5070.190918
	Iteration 118Q: 3 clusters Score -4030554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4030556.500000 Penalty: 5070.190918
	Iteration 119Q: 3 clusters Score -4030556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4030557.000000 Penalty: 5070.190918
	Iteration 120F: 3 clusters Score -4030557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4030556.750000 Penalty: 5070.190918
	Iteration 121Q: 3 clusters Score -4030557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4030554.500000 Penalty: 5070.190918
	Iteration 122Q: 3 clusters Score -4030554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4030551.250000 Penalty: 5070.190918
	Iteration 123Q: 3 clusters Score -4030551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4030550.250000 Penalty: 5070.190918
	Iteration 124Q: 3 clusters Score -4030550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4030550.250000 Penalty: 5070.190918
	Iteration 125F: 3 clusters Score -4030550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 23247 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 12700 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4259 members 
Entering Unmasked Estep 
Score: -120391776.000000 Penalty: 138152.000000
Splitting cluster 2 changes total score from -120391824.000000 to -120391776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -3357199.750000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -3357200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3342106.750000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -3342107 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3347393.000000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -3347393 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3347995.250000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -3347995 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3348670.250000 Penalty: 4950.141602
	Iteration 3F: 3 clusters Score -3348670 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3349487.750000 Penalty: 4950.141602
	Iteration 4F: 3 clusters Score -3349488 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3350344.000000 Penalty: 4950.141602
	Iteration 5F: 3 clusters Score -3350344 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3351279.000000 Penalty: 4950.141602
	Iteration 6F: 3 clusters Score -3351279 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3352075.250000 Penalty: 4950.141602
	Iteration 7F: 3 clusters Score -3352075 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3352664.000000 Penalty: 4950.141602
	Iteration 8Q: 3 clusters Score -3352664 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3353092.250000 Penalty: 4950.141602
	Iteration 9Q: 3 clusters Score -3353092 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3353392.500000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -3353392 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3353609.250000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -3353609 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3353793.500000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -3353794 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3353960.750000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -3353961 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3354102.750000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -3354103 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3354247.250000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -3354247 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3354366.750000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -3354367 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3354462.500000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -3354462 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3354573.500000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -3354574 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3354675.750000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -3354676 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3354764.750000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -3354765 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3354860.000000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -3354860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3354923.000000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -3354923 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3354961.750000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -3354962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3355026.250000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -3355026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3355081.750000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -3355082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3355110.750000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -3355111 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3355149.750000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -3355150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3355166.250000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -3355166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3355209.500000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -3355210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3355247.500000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -3355248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3355313.750000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -3355314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3355352.000000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -3355352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3355406.500000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -3355406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3355495.000000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -3355495 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3355594.250000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -3355594 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3355750.750000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -3355751 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3355914.750000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -3355915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3356027.750000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -3356028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3356114.250000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -3356114 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3356174.250000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -3356174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3356229.000000 Penalty: 4950.141602
	Iteration 41Q: 3 clusters Score -3356229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3356270.500000 Penalty: 4950.141602
	Iteration 42Q: 3 clusters Score -3356270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3356295.250000 Penalty: 4950.141602
	Iteration 43Q: 3 clusters Score -3356295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3356316.000000 Penalty: 4950.141602
	Iteration 44Q: 3 clusters Score -3356316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3356331.250000 Penalty: 4950.141602
	Iteration 45Q: 3 clusters Score -3356331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3356343.500000 Penalty: 4950.141602
	Iteration 46Q: 3 clusters Score -3356344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3356345.750000 Penalty: 4950.141602
	Iteration 47Q: 3 clusters Score -3356346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3356360.000000 Penalty: 4950.141602
	Iteration 48Q: 3 clusters Score -3356360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3356363.750000 Penalty: 4950.141602
	Iteration 49Q: 3 clusters Score -3356364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3356364.750000 Penalty: 4950.141602
	Iteration 50Q: 3 clusters Score -3356365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3356366.500000 Penalty: 4950.141602
	Iteration 51Q: 3 clusters Score -3356366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3356379.250000 Penalty: 4950.141602
	Iteration 52Q: 3 clusters Score -3356379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3356381.250000 Penalty: 4950.141602
	Iteration 53Q: 3 clusters Score -3356381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3356384.750000 Penalty: 4950.141602
	Iteration 54Q: 3 clusters Score -3356385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3356384.000000 Penalty: 4950.141602
	Iteration 55Q: 3 clusters Score -3356384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3356387.500000 Penalty: 4950.141602
	Iteration 56Q: 3 clusters Score -3356388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3356386.750000 Penalty: 4950.141602
	Iteration 57Q: 3 clusters Score -3356387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3356389.500000 Penalty: 4950.141602
	Iteration 58Q: 3 clusters Score -3356390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3356388.750000 Penalty: 4950.141602
	Iteration 59Q: 3 clusters Score -3356389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3356390.750000 Penalty: 4950.141602
	Iteration 60F: 3 clusters Score -3356391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3356397.000000 Penalty: 4950.141602
	Iteration 61Q: 3 clusters Score -3356397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3356398.750000 Penalty: 4950.141602
	Iteration 62Q: 3 clusters Score -3356399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3356399.500000 Penalty: 4950.141602
	Iteration 63Q: 3 clusters Score -3356400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3356400.250000 Penalty: 4950.141602
	Iteration 64Q: 3 clusters Score -3356400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3356400.250000 Penalty: 4950.141602
	Iteration 65Q: 3 clusters Score -3356400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3356402.500000 Penalty: 4950.141602
	Iteration 66Q: 3 clusters Score -3356402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3356408.750000 Penalty: 4950.141602
	Iteration 67Q: 3 clusters Score -3356409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3356409.750000 Penalty: 4950.141602
	Iteration 68Q: 3 clusters Score -3356410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3356412.750000 Penalty: 4950.141602
	Iteration 69Q: 3 clusters Score -3356413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3356409.500000 Penalty: 4950.141602
	Iteration 70Q: 3 clusters Score -3356410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3356409.500000 Penalty: 4950.141602
	Iteration 71Q: 3 clusters Score -3356410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3356407.250000 Penalty: 4950.141602
	Iteration 72Q: 3 clusters Score -3356407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3356407.250000 Penalty: 4950.141602
	Iteration 73F: 3 clusters Score -3356407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Entering Unmasked Estep 
Score: -8660537.000000 Penalty: 2709.922607
	Iteration 0F: 2 clusters Score -8660537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -8623475.000000 Penalty: 5419.845215
	Iteration 0F: 3 clusters Score -8623475 nChanged 25675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -8637772.000000 Penalty: 5419.845215
	Iteration 1F: 3 clusters Score -8637772 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -8638425.000000 Penalty: 5419.845215
	Iteration 2Q: 3 clusters Score -8638425 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8639179.000000 Penalty: 5419.845215
	Iteration 3Q: 3 clusters Score -8639179 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -8639918.000000 Penalty: 5419.845215
	Iteration 4Q: 3 clusters Score -8639918 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8640719.000000 Penalty: 5419.845215
	Iteration 5Q: 3 clusters Score -8640719 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8641627.000000 Penalty: 5419.845215
	Iteration 6Q: 3 clusters Score -8641627 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8642700.000000 Penalty: 5419.845215
	Iteration 7Q: 3 clusters Score -8642700 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -8643987.000000 Penalty: 5419.845215
	Iteration 8Q: 3 clusters Score -8643987 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -8645411.000000 Penalty: 5419.845215
	Iteration 9F: 3 clusters Score -8645411 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -8646952.000000 Penalty: 5419.845215
	Iteration 10F: 3 clusters Score -8646952 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -8648578.000000 Penalty: 5419.845215
	Iteration 11F: 3 clusters Score -8648578 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -8650318.000000 Penalty: 5419.845215
	Iteration 12Q: 3 clusters Score -8650318 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -8652148.000000 Penalty: 5419.845215
	Iteration 13Q: 3 clusters Score -8652148 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8653954.000000 Penalty: 5419.845215
	Iteration 14Q: 3 clusters Score -8653954 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8655517.000000 Penalty: 5419.845215
	Iteration 15Q: 3 clusters Score -8655517 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8656617.000000 Penalty: 5419.845215
	Iteration 16Q: 3 clusters Score -8656617 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8657315.000000 Penalty: 5419.845215
	Iteration 17Q: 3 clusters Score -8657315 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8657671.000000 Penalty: 5419.845215
	Iteration 18Q: 3 clusters Score -8657671 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8657880.000000 Penalty: 5419.845215
	Iteration 19Q: 3 clusters Score -8657880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8657995.000000 Penalty: 5419.845215
	Iteration 20F: 3 clusters Score -8657995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8658055.000000 Penalty: 5419.845215
	Iteration 21Q: 3 clusters Score -8658055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8658119.000000 Penalty: 5419.845215
	Iteration 22Q: 3 clusters Score -8658119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8658153.000000 Penalty: 5419.845215
	Iteration 23Q: 3 clusters Score -8658153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8658170.000000 Penalty: 5419.845215
	Iteration 24Q: 3 clusters Score -8658170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8658186.000000 Penalty: 5419.845215
	Iteration 25Q: 3 clusters Score -8658186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8658194.000000 Penalty: 5419.845215
	Iteration 26Q: 3 clusters Score -8658194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8658210.000000 Penalty: 5419.845215
	Iteration 27Q: 3 clusters Score -8658210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8658212.000000 Penalty: 5419.845215
	Iteration 28Q: 3 clusters Score -8658212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8658234.000000 Penalty: 5419.845215
	Iteration 29Q: 3 clusters Score -8658234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8658243.000000 Penalty: 5419.845215
	Iteration 30Q: 3 clusters Score -8658243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8658243.000000 Penalty: 5419.845215
	Iteration 31Q: 3 clusters Score -8658243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8658242.000000 Penalty: 5419.845215
	Iteration 32Q: 3 clusters Score -8658242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8658243.000000 Penalty: 5419.845215
	Iteration 33Q: 3 clusters Score -8658243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8658250.000000 Penalty: 5419.845215
	Iteration 34Q: 3 clusters Score -8658250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8658266.000000 Penalty: 5419.845215
	Iteration 35Q: 3 clusters Score -8658266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8658277.000000 Penalty: 5419.845215
	Iteration 36Q: 3 clusters Score -8658277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8658279.000000 Penalty: 5419.845215
	Iteration 37Q: 3 clusters Score -8658279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8658281.000000 Penalty: 5419.845215
	Iteration 38Q: 3 clusters Score -8658281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8658283.000000 Penalty: 5419.845215
	Iteration 39Q: 3 clusters Score -8658283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8658279.000000 Penalty: 5419.845215
	Iteration 40F: 3 clusters Score -8658279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Entering Unmasked Estep 
Score: -3218667.250000 Penalty: 2474.875488
	Iteration 0F: 2 clusters Score -3218667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3203558.500000 Penalty: 4949.750977
	Iteration 0F: 3 clusters Score -3203558 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3208813.500000 Penalty: 4949.750977
	Iteration 1F: 3 clusters Score -3208814 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3209504.750000 Penalty: 4949.750977
	Iteration 2F: 3 clusters Score -3209505 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3210200.500000 Penalty: 4949.750977
	Iteration 3F: 3 clusters Score -3210200 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3210844.250000 Penalty: 4949.750977
	Iteration 4F: 3 clusters Score -3210844 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3211473.250000 Penalty: 4949.750977
	Iteration 5F: 3 clusters Score -3211473 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3212077.500000 Penalty: 4949.750977
	Iteration 6Q: 3 clusters Score -3212078 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3212711.500000 Penalty: 4949.750977
	Iteration 7Q: 3 clusters Score -3212712 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3213342.750000 Penalty: 4949.750977
	Iteration 8Q: 3 clusters Score -3213343 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3213891.750000 Penalty: 4949.750977
	Iteration 9Q: 3 clusters Score -3213892 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3214413.250000 Penalty: 4949.750977
	Iteration 10Q: 3 clusters Score -3214413 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3214891.250000 Penalty: 4949.750977
	Iteration 11Q: 3 clusters Score -3214891 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3215317.500000 Penalty: 4949.750977
	Iteration 12Q: 3 clusters Score -3215318 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3215656.500000 Penalty: 4949.750977
	Iteration 13Q: 3 clusters Score -3215656 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3215919.750000 Penalty: 4949.750977
	Iteration 14Q: 3 clusters Score -3215920 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3216147.750000 Penalty: 4949.750977
	Iteration 15Q: 3 clusters Score -3216148 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3216366.500000 Penalty: 4949.750977
	Iteration 16Q: 3 clusters Score -3216366 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3216525.250000 Penalty: 4949.750977
	Iteration 17Q: 3 clusters Score -3216525 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3216700.000000 Penalty: 4949.750977
	Iteration 18Q: 3 clusters Score -3216700 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3216842.500000 Penalty: 4949.750977
	Iteration 19Q: 3 clusters Score -3216842 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3216934.500000 Penalty: 4949.750977
	Iteration 20F: 3 clusters Score -3216934 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3217071.250000 Penalty: 4949.750977
	Iteration 21Q: 3 clusters Score -3217071 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3217210.500000 Penalty: 4949.750977
	Iteration 22Q: 3 clusters Score -3217210 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3217327.750000 Penalty: 4949.750977
	Iteration 23Q: 3 clusters Score -3217328 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3217459.750000 Penalty: 4949.750977
	Iteration 24Q: 3 clusters Score -3217460 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3217539.250000 Penalty: 4949.750977
	Iteration 25Q: 3 clusters Score -3217539 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3217603.750000 Penalty: 4949.750977
	Iteration 26Q: 3 clusters Score -3217604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3217645.750000 Penalty: 4949.750977
	Iteration 27Q: 3 clusters Score -3217646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3217667.750000 Penalty: 4949.750977
	Iteration 28Q: 3 clusters Score -3217668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3217702.500000 Penalty: 4949.750977
	Iteration 29Q: 3 clusters Score -3217702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3217719.250000 Penalty: 4949.750977
	Iteration 30Q: 3 clusters Score -3217719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3217741.750000 Penalty: 4949.750977
	Iteration 31Q: 3 clusters Score -3217742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3217742.500000 Penalty: 4949.750977
	Iteration 32Q: 3 clusters Score -3217742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3217744.750000 Penalty: 4949.750977
	Iteration 33Q: 3 clusters Score -3217745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3217765.000000 Penalty: 4949.750977
	Iteration 34Q: 3 clusters Score -3217765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3217770.250000 Penalty: 4949.750977
	Iteration 35Q: 3 clusters Score -3217770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3217777.750000 Penalty: 4949.750977
	Iteration 36Q: 3 clusters Score -3217778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3217775.750000 Penalty: 4949.750977
	Iteration 37Q: 3 clusters Score -3217776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3217778.250000 Penalty: 4949.750977
	Iteration 38Q: 3 clusters Score -3217778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3217776.500000 Penalty: 4949.750977
	Iteration 39Q: 3 clusters Score -3217776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3217783.500000 Penalty: 4949.750977
	Iteration 40F: 3 clusters Score -3217784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3217787.250000 Penalty: 4949.750977
	Iteration 41Q: 3 clusters Score -3217787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3217795.750000 Penalty: 4949.750977
	Iteration 42Q: 3 clusters Score -3217796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3217796.500000 Penalty: 4949.750977
	Iteration 43Q: 3 clusters Score -3217796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3217796.500000 Penalty: 4949.750977
	Iteration 44Q: 3 clusters Score -3217796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3217803.750000 Penalty: 4949.750977
	Iteration 45Q: 3 clusters Score -3217804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3217800.250000 Penalty: 4949.750977
	Iteration 46Q: 3 clusters Score -3217800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3217803.000000 Penalty: 4949.750977
	Iteration 47Q: 3 clusters Score -3217803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3217800.500000 Penalty: 4949.750977
	Iteration 48Q: 3 clusters Score -3217800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3217808.250000 Penalty: 4949.750977
	Iteration 49Q: 3 clusters Score -3217808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3217824.000000 Penalty: 4949.750977
	Iteration 50Q: 3 clusters Score -3217824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3217817.750000 Penalty: 4949.750977
	Iteration 51Q: 3 clusters Score -3217818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3217810.000000 Penalty: 4949.750977
	Iteration 52Q: 3 clusters Score -3217810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3217818.250000 Penalty: 4949.750977
	Iteration 53Q: 3 clusters Score -3217818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3217812.750000 Penalty: 4949.750977
	Iteration 54Q: 3 clusters Score -3217813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3217811.000000 Penalty: 4949.750977
	Iteration 55Q: 3 clusters Score -3217811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3217814.750000 Penalty: 4949.750977
	Iteration 56Q: 3 clusters Score -3217815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3217811.500000 Penalty: 4949.750977
	Iteration 57Q: 3 clusters Score -3217812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3217806.750000 Penalty: 4949.750977
	Iteration 58Q: 3 clusters Score -3217807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3217811.250000 Penalty: 4949.750977
	Iteration 59Q: 3 clusters Score -3217811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3217812.500000 Penalty: 4949.750977
	Iteration 60F: 3 clusters Score -3217812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3217812.250000 Penalty: 4949.750977
	Iteration 61Q: 3 clusters Score -3217812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3217811.250000 Penalty: 4949.750977
	Iteration 62Q: 3 clusters Score -3217811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3217810.250000 Penalty: 4949.750977
	Iteration 63Q: 3 clusters Score -3217810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3217814.250000 Penalty: 4949.750977
	Iteration 64Q: 3 clusters Score -3217814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3217812.750000 Penalty: 4949.750977
	Iteration 65Q: 3 clusters Score -3217813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3217815.250000 Penalty: 4949.750977
	Iteration 66Q: 3 clusters Score -3217815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3217817.250000 Penalty: 4949.750977
	Iteration 67Q: 3 clusters Score -3217817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3217817.250000 Penalty: 4949.750977
	Iteration 68F: 3 clusters Score -3217817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28672.357422 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28672.36 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 106 members 
Entering Unmasked Estep 
Score: -27585.091797 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27585.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27683.458984 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27683.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27714.121094 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27714.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27732.203125 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27740.708984 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -27740.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27751.101562 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -27751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27756.017578 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -27756.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27765.460938 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -27765.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27770.648438 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -27770.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27770.648438 Penalty: 2675.239258
	Iteration 9F: 3 clusters Score -27770.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -63336.113281 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -63336.11 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 218 members 
Entering Unmasked Estep 
Score: -61843.812500 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -61843.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62069.640625 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -62069.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62160.085938 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -62160.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62210.503906 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -62210.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62280.382812 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -62280.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62338.597656 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -62338.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62381.390625 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -62381.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62408.382812 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -62408.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62449.343750 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -62449.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62474.273438 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -62474.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62523.257812 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -62523.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62553.515625 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -62553.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62558.113281 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -62558.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62558.113281 Penalty: 3047.516113
	Iteration 13F: 3 clusters Score -62558.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Entering Unmasked Estep 
Score: -2553965.500000 Penalty: 2417.026123
	Iteration 0F: 2 clusters Score -2553966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2541674.000000 Penalty: 4834.052246
	Iteration 0F: 3 clusters Score -2541674 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2545923.500000 Penalty: 4834.052246
	Iteration 1F: 3 clusters Score -2545924 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2546713.500000 Penalty: 4834.052246
	Iteration 2F: 3 clusters Score -2546714 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2547613.250000 Penalty: 4834.052246
	Iteration 3F: 3 clusters Score -2547613 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2548853.250000 Penalty: 4834.052246
	Iteration 4F: 3 clusters Score -2548853 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2550395.250000 Penalty: 4834.052246
	Iteration 5F: 3 clusters Score -2550395 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2551719.500000 Penalty: 4834.052246
	Iteration 6F: 3 clusters Score -2551720 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2552672.750000 Penalty: 4834.052246
	Iteration 7F: 3 clusters Score -2552673 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2553227.250000 Penalty: 4834.052246
	Iteration 8Q: 3 clusters Score -2553227 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2553542.750000 Penalty: 4834.052246
	Iteration 9Q: 3 clusters Score -2553543 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2553769.000000 Penalty: 4834.052246
	Iteration 10Q: 3 clusters Score -2553769 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2553947.000000 Penalty: 4834.052246
	Iteration 11Q: 3 clusters Score -2553947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2554077.500000 Penalty: 4834.052246
	Iteration 12Q: 3 clusters Score -2554078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2554210.500000 Penalty: 4834.052246
	Iteration 13Q: 3 clusters Score -2554210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2554305.000000 Penalty: 4834.052246
	Iteration 14Q: 3 clusters Score -2554305 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2554374.000000 Penalty: 4834.052246
	Iteration 15Q: 3 clusters Score -2554374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2554412.000000 Penalty: 4834.052246
	Iteration 16Q: 3 clusters Score -2554412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2554441.750000 Penalty: 4834.052246
	Iteration 17Q: 3 clusters Score -2554442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2554476.500000 Penalty: 4834.052246
	Iteration 18Q: 3 clusters Score -2554476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2554518.750000 Penalty: 4834.052246
	Iteration 19Q: 3 clusters Score -2554519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2554531.250000 Penalty: 4834.052246
	Iteration 20F: 3 clusters Score -2554531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2554546.500000 Penalty: 4834.052246
	Iteration 21Q: 3 clusters Score -2554546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2554562.000000 Penalty: 4834.052246
	Iteration 22Q: 3 clusters Score -2554562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2554585.750000 Penalty: 4834.052246
	Iteration 23Q: 3 clusters Score -2554586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2554604.500000 Penalty: 4834.052246
	Iteration 24Q: 3 clusters Score -2554604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2554612.000000 Penalty: 4834.052246
	Iteration 25Q: 3 clusters Score -2554612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2554617.500000 Penalty: 4834.052246
	Iteration 26Q: 3 clusters Score -2554618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2554624.750000 Penalty: 4834.052246
	Iteration 27Q: 3 clusters Score -2554625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2554626.750000 Penalty: 4834.052246
	Iteration 28Q: 3 clusters Score -2554627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2554629.750000 Penalty: 4834.052246
	Iteration 29Q: 3 clusters Score -2554630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2554631.500000 Penalty: 4834.052246
	Iteration 30Q: 3 clusters Score -2554632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2554636.250000 Penalty: 4834.052246
	Iteration 31Q: 3 clusters Score -2554636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2554640.250000 Penalty: 4834.052246
	Iteration 32Q: 3 clusters Score -2554640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2554640.500000 Penalty: 4834.052246
	Iteration 33Q: 3 clusters Score -2554640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2554643.000000 Penalty: 4834.052246
	Iteration 34Q: 3 clusters Score -2554643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2554638.750000 Penalty: 4834.052246
	Iteration 35Q: 3 clusters Score -2554639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2554647.250000 Penalty: 4834.052246
	Iteration 36Q: 3 clusters Score -2554647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2554649.500000 Penalty: 4834.052246
	Iteration 37Q: 3 clusters Score -2554650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2554662.250000 Penalty: 4834.052246
	Iteration 38Q: 3 clusters Score -2554662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2554658.750000 Penalty: 4834.052246
	Iteration 39Q: 3 clusters Score -2554659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2554664.500000 Penalty: 4834.052246
	Iteration 40F: 3 clusters Score -2554664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2554664.750000 Penalty: 4834.052246
	Iteration 41Q: 3 clusters Score -2554665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2554660.500000 Penalty: 4834.052246
	Iteration 42Q: 3 clusters Score -2554660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2554663.250000 Penalty: 4834.052246
	Iteration 43Q: 3 clusters Score -2554663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2554664.500000 Penalty: 4834.052246
	Iteration 44Q: 3 clusters Score -2554664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2554665.250000 Penalty: 4834.052246
	Iteration 45Q: 3 clusters Score -2554665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2554666.750000 Penalty: 4834.052246
	Iteration 46Q: 3 clusters Score -2554667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2554663.750000 Penalty: 4834.052246
	Iteration 47Q: 3 clusters Score -2554664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2554663.750000 Penalty: 4834.052246
	Iteration 48F: 3 clusters Score -2554664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 52305 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 12700 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 14097 members 
Entering Unmasked Estep 
Score: -120391408.000000 Penalty: 138152.000000
Splitting cluster 8 changes total score from -120391824.000000 to -120391408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (103527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Entering Unmasked Estep 
Score: -16340009.000000 Penalty: 2863.801758
	Iteration 0F: 2 clusters Score -1.634001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -16275538.000000 Penalty: 5727.603516
	Iteration 0F: 3 clusters Score -1.627554e+07 nChanged 49004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -16303498.000000 Penalty: 5727.603516
	Iteration 1F: 3 clusters Score -1.63035e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -16304836.000000 Penalty: 5727.603516
	Iteration 2Q: 3 clusters Score -1.630484e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -16306635.000000 Penalty: 5727.603516
	Iteration 3Q: 3 clusters Score -1.630664e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -16309155.000000 Penalty: 5727.603516
	Iteration 4Q: 3 clusters Score -1.630916e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -16312686.000000 Penalty: 5727.603516
	Iteration 5F: 3 clusters Score -1.631269e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -16317265.000000 Penalty: 5727.603516
	Iteration 6F: 3 clusters Score -1.631726e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -16322347.000000 Penalty: 5727.603516
	Iteration 7F: 3 clusters Score -1.632235e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -16327061.000000 Penalty: 5727.603516
	Iteration 8F: 3 clusters Score -1.632706e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -16330642.000000 Penalty: 5727.603516
	Iteration 9Q: 3 clusters Score -1.633064e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -16333125.000000 Penalty: 5727.603516
	Iteration 10Q: 3 clusters Score -1.633312e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -16334765.000000 Penalty: 5727.603516
	Iteration 11Q: 3 clusters Score -1.633476e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -16335938.000000 Penalty: 5727.603516
	Iteration 12Q: 3 clusters Score -1.633594e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -16336669.000000 Penalty: 5727.603516
	Iteration 13Q: 3 clusters Score -1.633667e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -16337170.000000 Penalty: 5727.603516
	Iteration 14Q: 3 clusters Score -1.633717e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -16337456.000000 Penalty: 5727.603516
	Iteration 15Q: 3 clusters Score -1.633746e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -16337636.000000 Penalty: 5727.603516
	Iteration 16Q: 3 clusters Score -1.633764e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -16337734.000000 Penalty: 5727.603516
	Iteration 17Q: 3 clusters Score -1.633773e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -16337812.000000 Penalty: 5727.603516
	Iteration 18Q: 3 clusters Score -1.633781e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -16337863.000000 Penalty: 5727.603516
	Iteration 19Q: 3 clusters Score -1.633786e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -16337872.000000 Penalty: 5727.603516
	Iteration 20F: 3 clusters Score -1.633787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -16337895.000000 Penalty: 5727.603516
	Iteration 21Q: 3 clusters Score -1.63379e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -16337934.000000 Penalty: 5727.603516
	Iteration 22Q: 3 clusters Score -1.633793e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -16337949.000000 Penalty: 5727.603516
	Iteration 23Q: 3 clusters Score -1.633795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -16337967.000000 Penalty: 5727.603516
	Iteration 24Q: 3 clusters Score -1.633797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -16337996.000000 Penalty: 5727.603516
	Iteration 25Q: 3 clusters Score -1.6338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -16338020.000000 Penalty: 5727.603516
	Iteration 26Q: 3 clusters Score -1.633802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -16338025.000000 Penalty: 5727.603516
	Iteration 27Q: 3 clusters Score -1.633802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -16338036.000000 Penalty: 5727.603516
	Iteration 28Q: 3 clusters Score -1.633804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -16338048.000000 Penalty: 5727.603516
	Iteration 29Q: 3 clusters Score -1.633805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -16338062.000000 Penalty: 5727.603516
	Iteration 30Q: 3 clusters Score -1.633806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -16338094.000000 Penalty: 5727.603516
	Iteration 31Q: 3 clusters Score -1.633809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -16338100.000000 Penalty: 5727.603516
	Iteration 32Q: 3 clusters Score -1.63381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -16338096.000000 Penalty: 5727.603516
	Iteration 33Q: 3 clusters Score -1.63381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -16338109.000000 Penalty: 5727.603516
	Iteration 34Q: 3 clusters Score -1.633811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -16338092.000000 Penalty: 5727.603516
	Iteration 35Q: 3 clusters Score -1.633809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -16338108.000000 Penalty: 5727.603516
	Iteration 36Q: 3 clusters Score -1.633811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -16338109.000000 Penalty: 5727.603516
	Iteration 37Q: 3 clusters Score -1.633811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -16338122.000000 Penalty: 5727.603516
	Iteration 38Q: 3 clusters Score -1.633812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -16338126.000000 Penalty: 5727.603516
	Iteration 39Q: 3 clusters Score -1.633813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -16338125.000000 Penalty: 5727.603516
	Iteration 40F: 3 clusters Score -1.633812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -16338119.000000 Penalty: 5727.603516
	Iteration 41Q: 3 clusters Score -1.633812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -16338129.000000 Penalty: 5727.603516
	Iteration 42Q: 3 clusters Score -1.633813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -16338125.000000 Penalty: 5727.603516
	Iteration 43Q: 3 clusters Score -1.633812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -16338136.000000 Penalty: 5727.603516
	Iteration 44Q: 3 clusters Score -1.633814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -16338137.000000 Penalty: 5727.603516
	Iteration 45Q: 3 clusters Score -1.633814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -16338142.000000 Penalty: 5727.603516
	Iteration 46Q: 3 clusters Score -1.633814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -16338138.000000 Penalty: 5727.603516
	Iteration 47Q: 3 clusters Score -1.633814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -16338134.000000 Penalty: 5727.603516
	Iteration 48Q: 3 clusters Score -1.633813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -16338142.000000 Penalty: 5727.603516
	Iteration 49Q: 3 clusters Score -1.633814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -16338141.000000 Penalty: 5727.603516
	Iteration 50Q: 3 clusters Score -1.633814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -16338133.000000 Penalty: 5727.603516
	Iteration 51Q: 3 clusters Score -1.633813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -16338150.000000 Penalty: 5727.603516
	Iteration 52Q: 3 clusters Score -1.633815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -16338150.000000 Penalty: 5727.603516
	Iteration 53Q: 3 clusters Score -1.633815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -16338148.000000 Penalty: 5727.603516
	Iteration 54Q: 3 clusters Score -1.633815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -16338146.000000 Penalty: 5727.603516
	Iteration 55Q: 3 clusters Score -1.633815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -16338151.000000 Penalty: 5727.603516
	Iteration 56Q: 3 clusters Score -1.633815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -16338164.000000 Penalty: 5727.603516
	Iteration 57Q: 3 clusters Score -1.633816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -16338176.000000 Penalty: 5727.603516
	Iteration 58Q: 3 clusters Score -1.633818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 101719 members 
Entering Unmasked Estep 
Score: -16338168.000000 Penalty: 5727.603516
	Iteration 59Q: 3 clusters Score -1.633817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -16338175.000000 Penalty: 5727.603516
	Iteration 60F: 3 clusters Score -1.633818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -16338184.000000 Penalty: 5727.603516
	Iteration 61Q: 3 clusters Score -1.633818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -16338181.000000 Penalty: 5727.603516
	Iteration 62Q: 3 clusters Score -1.633818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -16338181.000000 Penalty: 5727.603516
	Iteration 63F: 3 clusters Score -1.633818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 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 330 members 
Entering Unmasked Estep 
Score: -102712.937500 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102712.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102932.226562 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102932.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103005.304688 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -103005.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103033.828125 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103052.179688 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103065.343750 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103074.250000 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103096.218750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103104.140625 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103105.812500 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -103105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103105.812500 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -103105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -2555898.250000 Penalty: 2422.268066
	Iteration 0F: 2 clusters Score -2555898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2543463.000000 Penalty: 4844.536133
	Iteration 0F: 3 clusters Score -2543463 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2547818.000000 Penalty: 4844.536133
	Iteration 1F: 3 clusters Score -2547818 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2548633.250000 Penalty: 4844.536133
	Iteration 2F: 3 clusters Score -2548633 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2549491.750000 Penalty: 4844.536133
	Iteration 3F: 3 clusters Score -2549492 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2550317.500000 Penalty: 4844.536133
	Iteration 4F: 3 clusters Score -2550318 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2551113.500000 Penalty: 4844.536133
	Iteration 5F: 3 clusters Score -2551114 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2551890.750000 Penalty: 4844.536133
	Iteration 6F: 3 clusters Score -2551891 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2552647.750000 Penalty: 4844.536133
	Iteration 7F: 3 clusters Score -2552648 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2553226.000000 Penalty: 4844.536133
	Iteration 8Q: 3 clusters Score -2553226 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2553571.000000 Penalty: 4844.536133
	Iteration 9Q: 3 clusters Score -2553571 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2553781.750000 Penalty: 4844.536133
	Iteration 10Q: 3 clusters Score -2553782 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2553918.250000 Penalty: 4844.536133
	Iteration 11Q: 3 clusters Score -2553918 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2554038.750000 Penalty: 4844.536133
	Iteration 12Q: 3 clusters Score -2554039 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2554114.000000 Penalty: 4844.536133
	Iteration 13Q: 3 clusters Score -2554114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2554179.000000 Penalty: 4844.536133
	Iteration 14Q: 3 clusters Score -2554179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2554241.500000 Penalty: 4844.536133
	Iteration 15Q: 3 clusters Score -2554242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2554305.250000 Penalty: 4844.536133
	Iteration 16Q: 3 clusters Score -2554305 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2554402.750000 Penalty: 4844.536133
	Iteration 17Q: 3 clusters Score -2554403 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2554549.500000 Penalty: 4844.536133
	Iteration 18Q: 3 clusters Score -2554550 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2554636.500000 Penalty: 4844.536133
	Iteration 19Q: 3 clusters Score -2554636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2554685.250000 Penalty: 4844.536133
	Iteration 20F: 3 clusters Score -2554685 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2554725.500000 Penalty: 4844.536133
	Iteration 21Q: 3 clusters Score -2554726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2554757.250000 Penalty: 4844.536133
	Iteration 22Q: 3 clusters Score -2554757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2554761.750000 Penalty: 4844.536133
	Iteration 23Q: 3 clusters Score -2554762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2554768.250000 Penalty: 4844.536133
	Iteration 24Q: 3 clusters Score -2554768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2554769.750000 Penalty: 4844.536133
	Iteration 25Q: 3 clusters Score -2554770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2554781.500000 Penalty: 4844.536133
	Iteration 26Q: 3 clusters Score -2554782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2554786.000000 Penalty: 4844.536133
	Iteration 27Q: 3 clusters Score -2554786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2554790.750000 Penalty: 4844.536133
	Iteration 28Q: 3 clusters Score -2554791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2554801.750000 Penalty: 4844.536133
	Iteration 29Q: 3 clusters Score -2554802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2554806.500000 Penalty: 4844.536133
	Iteration 30Q: 3 clusters Score -2554806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2554810.000000 Penalty: 4844.536133
	Iteration 31Q: 3 clusters Score -2554810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2554814.250000 Penalty: 4844.536133
	Iteration 32Q: 3 clusters Score -2554814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2554819.500000 Penalty: 4844.536133
	Iteration 33Q: 3 clusters Score -2554820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2554820.250000 Penalty: 4844.536133
	Iteration 34Q: 3 clusters Score -2554820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2554822.500000 Penalty: 4844.536133
	Iteration 35Q: 3 clusters Score -2554822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2554822.250000 Penalty: 4844.536133
	Iteration 36Q: 3 clusters Score -2554822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2554830.750000 Penalty: 4844.536133
	Iteration 37Q: 3 clusters Score -2554831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2554825.500000 Penalty: 4844.536133
	Iteration 38Q: 3 clusters Score -2554826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2554828.750000 Penalty: 4844.536133
	Iteration 39Q: 3 clusters Score -2554829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2554834.000000 Penalty: 4844.536133
	Iteration 40F: 3 clusters Score -2554834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2554833.750000 Penalty: 4844.536133
	Iteration 41Q: 3 clusters Score -2554834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2554831.500000 Penalty: 4844.536133
	Iteration 42Q: 3 clusters Score -2554832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2554835.750000 Penalty: 4844.536133
	Iteration 43Q: 3 clusters Score -2554836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2554831.500000 Penalty: 4844.536133
	Iteration 44Q: 3 clusters Score -2554832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2554833.500000 Penalty: 4844.536133
	Iteration 45Q: 3 clusters Score -2554834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2554836.000000 Penalty: 4844.536133
	Iteration 46Q: 3 clusters Score -2554836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2554833.500000 Penalty: 4844.536133
	Iteration 47Q: 3 clusters Score -2554834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2554831.250000 Penalty: 4844.536133
	Iteration 48Q: 3 clusters Score -2554831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2554833.250000 Penalty: 4844.536133
	Iteration 49Q: 3 clusters Score -2554833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2554832.250000 Penalty: 4844.536133
	Iteration 50Q: 3 clusters Score -2554832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2554835.500000 Penalty: 4844.536133
	Iteration 51Q: 3 clusters Score -2554836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2554835.750000 Penalty: 4844.536133
	Iteration 52Q: 3 clusters Score -2554836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2554834.000000 Penalty: 4844.536133
	Iteration 53Q: 3 clusters Score -2554834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2554830.250000 Penalty: 4844.536133
	Iteration 54Q: 3 clusters Score -2554830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2554830.000000 Penalty: 4844.536133
	Iteration 55Q: 3 clusters Score -2554830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2554829.500000 Penalty: 4844.536133
	Iteration 56Q: 3 clusters Score -2554830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2554829.500000 Penalty: 4844.536133
	Iteration 57F: 3 clusters Score -2554830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -32673.921875 Penalty: 1403.551514
	Iteration 0F: 2 clusters Score -32673.92 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 140 members 
Entering Unmasked Estep 
Score: -31610.298828 Penalty: 2807.103027
	Iteration 0F: 3 clusters Score -31610.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31860.779297 Penalty: 2807.103027
	Iteration 1F: 3 clusters Score -31860.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32015.552734 Penalty: 2807.103027
	Iteration 2F: 3 clusters Score -32015.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32184.761719 Penalty: 2807.103027
	Iteration 3F: 3 clusters Score -32184.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32306.585938 Penalty: 2807.103027
	Iteration 4F: 3 clusters Score -32306.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32345.230469 Penalty: 2807.103027
	Iteration 5Q: 3 clusters Score -32345.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32394.937500 Penalty: 2807.103027
	Iteration 6Q: 3 clusters Score -32394.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32414.650391 Penalty: 2807.103027
	Iteration 7Q: 3 clusters Score -32414.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32422.076172 Penalty: 2807.103027
	Iteration 8Q: 3 clusters Score -32422.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32422.076172 Penalty: 2807.103027
	Iteration 9F: 3 clusters Score -32422.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Entering Unmasked Estep 
Score: -1156700.750000 Penalty: 2224.761719
	Iteration 0F: 2 clusters Score -1156701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1150418.250000 Penalty: 4449.523438
	Iteration 0F: 3 clusters Score -1150418 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1152261.000000 Penalty: 4449.523438
	Iteration 1F: 3 clusters Score -1152261 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1152705.250000 Penalty: 4449.523438
	Iteration 2F: 3 clusters Score -1152705 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1153119.000000 Penalty: 4449.523438
	Iteration 3F: 3 clusters Score -1153119 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1153454.750000 Penalty: 4449.523438
	Iteration 4F: 3 clusters Score -1153455 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1153750.125000 Penalty: 4449.523438
	Iteration 5F: 3 clusters Score -1153750 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1153964.250000 Penalty: 4449.523438
	Iteration 6Q: 3 clusters Score -1153964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1154153.000000 Penalty: 4449.523438
	Iteration 7Q: 3 clusters Score -1154153 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1154299.500000 Penalty: 4449.523438
	Iteration 8Q: 3 clusters Score -1154300 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1154443.125000 Penalty: 4449.523438
	Iteration 9Q: 3 clusters Score -1154443 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1154577.000000 Penalty: 4449.523438
	Iteration 10Q: 3 clusters Score -1154577 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1154697.375000 Penalty: 4449.523438
	Iteration 11Q: 3 clusters Score -1154697 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1154810.750000 Penalty: 4449.523438
	Iteration 12Q: 3 clusters Score -1154811 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1154924.750000 Penalty: 4449.523438
	Iteration 13Q: 3 clusters Score -1154925 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1155006.500000 Penalty: 4449.523438
	Iteration 14Q: 3 clusters Score -1155006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1155066.625000 Penalty: 4449.523438
	Iteration 15Q: 3 clusters Score -1155067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1155118.625000 Penalty: 4449.523438
	Iteration 16Q: 3 clusters Score -1155119 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1155149.750000 Penalty: 4449.523438
	Iteration 17Q: 3 clusters Score -1155150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1155176.375000 Penalty: 4449.523438
	Iteration 18Q: 3 clusters Score -1155176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1155189.875000 Penalty: 4449.523438
	Iteration 19Q: 3 clusters Score -1155190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1155205.375000 Penalty: 4449.523438
	Iteration 20F: 3 clusters Score -1155205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1155223.500000 Penalty: 4449.523438
	Iteration 21Q: 3 clusters Score -1155224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1155235.750000 Penalty: 4449.523438
	Iteration 22Q: 3 clusters Score -1155236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1155242.500000 Penalty: 4449.523438
	Iteration 23Q: 3 clusters Score -1155242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1155249.875000 Penalty: 4449.523438
	Iteration 24Q: 3 clusters Score -1155250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1155252.500000 Penalty: 4449.523438
	Iteration 25Q: 3 clusters Score -1155252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1155255.125000 Penalty: 4449.523438
	Iteration 26Q: 3 clusters Score -1155255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1155262.125000 Penalty: 4449.523438
	Iteration 27Q: 3 clusters Score -1155262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1155265.125000 Penalty: 4449.523438
	Iteration 28Q: 3 clusters Score -1155265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1155267.125000 Penalty: 4449.523438
	Iteration 29Q: 3 clusters Score -1155267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1155269.125000 Penalty: 4449.523438
	Iteration 30Q: 3 clusters Score -1155269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1155271.250000 Penalty: 4449.523438
	Iteration 31Q: 3 clusters Score -1155271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1155271.000000 Penalty: 4449.523438
	Iteration 32Q: 3 clusters Score -1155271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1155270.250000 Penalty: 4449.523438
	Iteration 33Q: 3 clusters Score -1155270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1155271.000000 Penalty: 4449.523438
	Iteration 34Q: 3 clusters Score -1155271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1155271.750000 Penalty: 4449.523438
	Iteration 35Q: 3 clusters Score -1155272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1155271.000000 Penalty: 4449.523438
	Iteration 36Q: 3 clusters Score -1155271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1155271.000000 Penalty: 4449.523438
	Iteration 37F: 3 clusters Score -1155271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -5091931.500000 Penalty: 2577.187256
	Iteration 0F: 2 clusters Score -5091932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5069814.500000 Penalty: 5154.374512
	Iteration 0F: 3 clusters Score -5069814 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5077751.000000 Penalty: 5154.374512
	Iteration 1F: 3 clusters Score -5077751 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -5078547.500000 Penalty: 5154.374512
	Iteration 2F: 3 clusters Score -5078548 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -5079461.500000 Penalty: 5154.374512
	Iteration 3F: 3 clusters Score -5079462 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5080603.500000 Penalty: 5154.374512
	Iteration 4F: 3 clusters Score -5080604 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5081868.500000 Penalty: 5154.374512
	Iteration 5F: 3 clusters Score -5081868 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5082949.500000 Penalty: 5154.374512
	Iteration 6F: 3 clusters Score -5082950 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5083867.500000 Penalty: 5154.374512
	Iteration 7F: 3 clusters Score -5083868 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5084692.500000 Penalty: 5154.374512
	Iteration 8Q: 3 clusters Score -5084692 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5085457.000000 Penalty: 5154.374512
	Iteration 9Q: 3 clusters Score -5085457 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5086326.000000 Penalty: 5154.374512
	Iteration 10Q: 3 clusters Score -5086326 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5087177.500000 Penalty: 5154.374512
	Iteration 11Q: 3 clusters Score -5087178 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5087930.500000 Penalty: 5154.374512
	Iteration 12Q: 3 clusters Score -5087930 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -5088534.000000 Penalty: 5154.374512
	Iteration 13Q: 3 clusters Score -5088534 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5088953.500000 Penalty: 5154.374512
	Iteration 14Q: 3 clusters Score -5088954 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5089203.500000 Penalty: 5154.374512
	Iteration 15Q: 3 clusters Score -5089204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5089378.000000 Penalty: 5154.374512
	Iteration 16Q: 3 clusters Score -5089378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5089507.000000 Penalty: 5154.374512
	Iteration 17Q: 3 clusters Score -5089507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5089571.000000 Penalty: 5154.374512
	Iteration 18Q: 3 clusters Score -5089571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5089637.500000 Penalty: 5154.374512
	Iteration 19Q: 3 clusters Score -5089638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -5089688.000000 Penalty: 5154.374512
	Iteration 20F: 3 clusters Score -5089688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -5089713.000000 Penalty: 5154.374512
	Iteration 21Q: 3 clusters Score -5089713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -5089728.000000 Penalty: 5154.374512
	Iteration 22Q: 3 clusters Score -5089728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -5089729.500000 Penalty: 5154.374512
	Iteration 23Q: 3 clusters Score -5089730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5089735.500000 Penalty: 5154.374512
	Iteration 24Q: 3 clusters Score -5089736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5089739.500000 Penalty: 5154.374512
	Iteration 25Q: 3 clusters Score -5089740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5089749.000000 Penalty: 5154.374512
	Iteration 26Q: 3 clusters Score -5089749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5089748.000000 Penalty: 5154.374512
	Iteration 27Q: 3 clusters Score -5089748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5089748.000000 Penalty: 5154.374512
	Iteration 28Q: 3 clusters Score -5089748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5089754.000000 Penalty: 5154.374512
	Iteration 29Q: 3 clusters Score -5089754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5089756.500000 Penalty: 5154.374512
	Iteration 30Q: 3 clusters Score -5089756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5089757.000000 Penalty: 5154.374512
	Iteration 31Q: 3 clusters Score -5089757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5089757.000000 Penalty: 5154.374512
	Iteration 32F: 3 clusters Score -5089757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Entering Unmasked Estep 
Score: -10785500.000000 Penalty: 2760.518555
	Iteration 0F: 2 clusters Score -1.07855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -10740723.000000 Penalty: 5521.037109
	Iteration 0F: 3 clusters Score -1.074072e+07 nChanged 31909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -10758582.000000 Penalty: 5521.037109
	Iteration 1F: 3 clusters Score -1.075858e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -10759272.000000 Penalty: 5521.037109
	Iteration 2Q: 3 clusters Score -1.075927e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -10760110.000000 Penalty: 5521.037109
	Iteration 3Q: 3 clusters Score -1.076011e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -10761275.000000 Penalty: 5521.037109
	Iteration 4Q: 3 clusters Score -1.076128e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -10763041.000000 Penalty: 5521.037109
	Iteration 5F: 3 clusters Score -1.076304e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -10765774.000000 Penalty: 5521.037109
	Iteration 6F: 3 clusters Score -1.076577e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -10769503.000000 Penalty: 5521.037109
	Iteration 7F: 3 clusters Score -1.07695e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -10773792.000000 Penalty: 5521.037109
	Iteration 8F: 3 clusters Score -1.077379e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -10777596.000000 Penalty: 5521.037109
	Iteration 9F: 3 clusters Score -1.07776e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10780205.000000 Penalty: 5521.037109
	Iteration 10Q: 3 clusters Score -1.07802e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10781635.000000 Penalty: 5521.037109
	Iteration 11Q: 3 clusters Score -1.078164e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10782396.000000 Penalty: 5521.037109
	Iteration 12Q: 3 clusters Score -1.07824e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10782742.000000 Penalty: 5521.037109
	Iteration 13Q: 3 clusters Score -1.078274e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10782864.000000 Penalty: 5521.037109
	Iteration 14Q: 3 clusters Score -1.078286e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10782931.000000 Penalty: 5521.037109
	Iteration 15Q: 3 clusters Score -1.078293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10782982.000000 Penalty: 5521.037109
	Iteration 16Q: 3 clusters Score -1.078298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10783004.000000 Penalty: 5521.037109
	Iteration 17Q: 3 clusters Score -1.0783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10783016.000000 Penalty: 5521.037109
	Iteration 18Q: 3 clusters Score -1.078302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10783032.000000 Penalty: 5521.037109
	Iteration 19Q: 3 clusters Score -1.078303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10783051.000000 Penalty: 5521.037109
	Iteration 20F: 3 clusters Score -1.078305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10783049.000000 Penalty: 5521.037109
	Iteration 21Q: 3 clusters Score -1.078305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10783055.000000 Penalty: 5521.037109
	Iteration 22Q: 3 clusters Score -1.078306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10783061.000000 Penalty: 5521.037109
	Iteration 23Q: 3 clusters Score -1.078306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10783067.000000 Penalty: 5521.037109
	Iteration 24Q: 3 clusters Score -1.078307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 5521.037109
	Iteration 25Q: 3 clusters Score -1.078307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10783072.000000 Penalty: 5521.037109
	Iteration 26Q: 3 clusters Score -1.078307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10783074.000000 Penalty: 5521.037109
	Iteration 27Q: 3 clusters Score -1.078307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10783087.000000 Penalty: 5521.037109
	Iteration 28Q: 3 clusters Score -1.078309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 5521.037109
	Iteration 29Q: 3 clusters Score -1.078308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10783072.000000 Penalty: 5521.037109
	Iteration 30Q: 3 clusters Score -1.078307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10783072.000000 Penalty: 5521.037109
	Iteration 31F: 3 clusters Score -1.078307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Entering Unmasked Estep 
Score: -2559495.250000 Penalty: 2417.779785
	Iteration 0F: 2 clusters Score -2559495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2547203.750000 Penalty: 4835.559570
	Iteration 0F: 3 clusters Score -2547204 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2551397.750000 Penalty: 4835.559570
	Iteration 1F: 3 clusters Score -2551398 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2551901.250000 Penalty: 4835.559570
	Iteration 2F: 3 clusters Score -2551901 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2552330.750000 Penalty: 4835.559570
	Iteration 3F: 3 clusters Score -2552331 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2552710.750000 Penalty: 4835.559570
	Iteration 4Q: 3 clusters Score -2552711 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2553073.000000 Penalty: 4835.559570
	Iteration 5Q: 3 clusters Score -2553073 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2553407.750000 Penalty: 4835.559570
	Iteration 6Q: 3 clusters Score -2553408 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2553754.250000 Penalty: 4835.559570
	Iteration 7Q: 3 clusters Score -2553754 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2554126.750000 Penalty: 4835.559570
	Iteration 8Q: 3 clusters Score -2554127 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2554506.500000 Penalty: 4835.559570
	Iteration 9Q: 3 clusters Score -2554506 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2554930.750000 Penalty: 4835.559570
	Iteration 10Q: 3 clusters Score -2554931 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2555339.250000 Penalty: 4835.559570
	Iteration 11Q: 3 clusters Score -2555339 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2555747.000000 Penalty: 4835.559570
	Iteration 12Q: 3 clusters Score -2555747 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2556094.000000 Penalty: 4835.559570
	Iteration 13Q: 3 clusters Score -2556094 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2556345.000000 Penalty: 4835.559570
	Iteration 14Q: 3 clusters Score -2556345 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2556523.250000 Penalty: 4835.559570
	Iteration 15Q: 3 clusters Score -2556523 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2556692.250000 Penalty: 4835.559570
	Iteration 16Q: 3 clusters Score -2556692 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2556839.000000 Penalty: 4835.559570
	Iteration 17Q: 3 clusters Score -2556839 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2556960.250000 Penalty: 4835.559570
	Iteration 18Q: 3 clusters Score -2556960 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2557053.250000 Penalty: 4835.559570
	Iteration 19Q: 3 clusters Score -2557053 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2557131.500000 Penalty: 4835.559570
	Iteration 20F: 3 clusters Score -2557132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2557184.750000 Penalty: 4835.559570
	Iteration 21Q: 3 clusters Score -2557185 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2557247.750000 Penalty: 4835.559570
	Iteration 22Q: 3 clusters Score -2557248 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2557288.500000 Penalty: 4835.559570
	Iteration 23Q: 3 clusters Score -2557288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2557321.750000 Penalty: 4835.559570
	Iteration 24Q: 3 clusters Score -2557322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2557356.250000 Penalty: 4835.559570
	Iteration 25Q: 3 clusters Score -2557356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2557382.750000 Penalty: 4835.559570
	Iteration 26Q: 3 clusters Score -2557383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2557413.750000 Penalty: 4835.559570
	Iteration 27Q: 3 clusters Score -2557414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2557441.000000 Penalty: 4835.559570
	Iteration 28Q: 3 clusters Score -2557441 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2557473.000000 Penalty: 4835.559570
	Iteration 29Q: 3 clusters Score -2557473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2557499.250000 Penalty: 4835.559570
	Iteration 30Q: 3 clusters Score -2557499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2557506.250000 Penalty: 4835.559570
	Iteration 31Q: 3 clusters Score -2557506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2557530.750000 Penalty: 4835.559570
	Iteration 32Q: 3 clusters Score -2557531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2557536.000000 Penalty: 4835.559570
	Iteration 33Q: 3 clusters Score -2557536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2557551.500000 Penalty: 4835.559570
	Iteration 34Q: 3 clusters Score -2557552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2557561.500000 Penalty: 4835.559570
	Iteration 35Q: 3 clusters Score -2557562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2557573.750000 Penalty: 4835.559570
	Iteration 36Q: 3 clusters Score -2557574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2557581.750000 Penalty: 4835.559570
	Iteration 37Q: 3 clusters Score -2557582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2557597.500000 Penalty: 4835.559570
	Iteration 38Q: 3 clusters Score -2557598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2557600.250000 Penalty: 4835.559570
	Iteration 39Q: 3 clusters Score -2557600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2557604.750000 Penalty: 4835.559570
	Iteration 40F: 3 clusters Score -2557605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2557622.000000 Penalty: 4835.559570
	Iteration 41Q: 3 clusters Score -2557622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2557630.750000 Penalty: 4835.559570
	Iteration 42Q: 3 clusters Score -2557631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2557637.750000 Penalty: 4835.559570
	Iteration 43Q: 3 clusters Score -2557638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2557643.750000 Penalty: 4835.559570
	Iteration 44Q: 3 clusters Score -2557644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2557649.750000 Penalty: 4835.559570
	Iteration 45Q: 3 clusters Score -2557650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2557648.500000 Penalty: 4835.559570
	Iteration 46Q: 3 clusters Score -2557648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2557655.000000 Penalty: 4835.559570
	Iteration 47Q: 3 clusters Score -2557655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2557653.000000 Penalty: 4835.559570
	Iteration 48Q: 3 clusters Score -2557653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2557656.000000 Penalty: 4835.559570
	Iteration 49Q: 3 clusters Score -2557656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2557661.750000 Penalty: 4835.559570
	Iteration 50Q: 3 clusters Score -2557662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2557665.750000 Penalty: 4835.559570
	Iteration 51Q: 3 clusters Score -2557666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2557661.000000 Penalty: 4835.559570
	Iteration 52Q: 3 clusters Score -2557661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2557667.000000 Penalty: 4835.559570
	Iteration 53Q: 3 clusters Score -2557667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2557668.000000 Penalty: 4835.559570
	Iteration 54Q: 3 clusters Score -2557668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2557665.000000 Penalty: 4835.559570
	Iteration 55Q: 3 clusters Score -2557665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2557671.000000 Penalty: 4835.559570
	Iteration 56Q: 3 clusters Score -2557671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2557670.250000 Penalty: 4835.559570
	Iteration 57Q: 3 clusters Score -2557670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2557668.250000 Penalty: 4835.559570
	Iteration 58Q: 3 clusters Score -2557668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2557670.250000 Penalty: 4835.559570
	Iteration 59Q: 3 clusters Score -2557670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2557679.750000 Penalty: 4835.559570
	Iteration 60F: 3 clusters Score -2557680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2557680.250000 Penalty: 4835.559570
	Iteration 61Q: 3 clusters Score -2557680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2557682.500000 Penalty: 4835.559570
	Iteration 62Q: 3 clusters Score -2557682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2557687.500000 Penalty: 4835.559570
	Iteration 63Q: 3 clusters Score -2557688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2557680.750000 Penalty: 4835.559570
	Iteration 64Q: 3 clusters Score -2557681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2557681.750000 Penalty: 4835.559570
	Iteration 65Q: 3 clusters Score -2557682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2557677.500000 Penalty: 4835.559570
	Iteration 66Q: 3 clusters Score -2557678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2557676.000000 Penalty: 4835.559570
	Iteration 67Q: 3 clusters Score -2557676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2557678.750000 Penalty: 4835.559570
	Iteration 68Q: 3 clusters Score -2557679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2557678.750000 Penalty: 4835.559570
	Iteration 69Q: 3 clusters Score -2557679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2557679.250000 Penalty: 4835.559570
	Iteration 70Q: 3 clusters Score -2557679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2557679.750000 Penalty: 4835.559570
	Iteration 71Q: 3 clusters Score -2557680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2557680.750000 Penalty: 4835.559570
	Iteration 72Q: 3 clusters Score -2557681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2557680.750000 Penalty: 4835.559570
	Iteration 73F: 3 clusters Score -2557681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 137 members 
Entering Unmasked Estep 
Score: -35217.695312 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35217.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35350.886719 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35350.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35414.269531 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35414.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35448.906250 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35448.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35463.445312 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35463.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35466.628906 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35466.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35466.628906 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -35466.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Entering Unmasked Estep 
Score: -8109801.000000 Penalty: 2694.482178
	Iteration 0F: 2 clusters Score -8109801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -8074622.500000 Penalty: 5388.964355
	Iteration 0F: 3 clusters Score -8074622 nChanged 24194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -8088297.000000 Penalty: 5388.964355
	Iteration 1F: 3 clusters Score -8088297 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -8089301.500000 Penalty: 5388.964355
	Iteration 2Q: 3 clusters Score -8089302 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8090558.000000 Penalty: 5388.964355
	Iteration 3F: 3 clusters Score -8090558 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8091839.500000 Penalty: 5388.964355
	Iteration 4F: 3 clusters Score -8091840 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8093106.000000 Penalty: 5388.964355
	Iteration 5F: 3 clusters Score -8093106 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -8094367.000000 Penalty: 5388.964355
	Iteration 6F: 3 clusters Score -8094367 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -8095753.500000 Penalty: 5388.964355
	Iteration 7F: 3 clusters Score -8095754 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8097122.000000 Penalty: 5388.964355
	Iteration 8Q: 3 clusters Score -8097122 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -8098625.000000 Penalty: 5388.964355
	Iteration 9Q: 3 clusters Score -8098625 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -8100190.500000 Penalty: 5388.964355
	Iteration 10Q: 3 clusters Score -8100190 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -8101527.000000 Penalty: 5388.964355
	Iteration 11Q: 3 clusters Score -8101527 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8102577.500000 Penalty: 5388.964355
	Iteration 12Q: 3 clusters Score -8102578 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -8103376.500000 Penalty: 5388.964355
	Iteration 13Q: 3 clusters Score -8103376 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -8103962.500000 Penalty: 5388.964355
	Iteration 14Q: 3 clusters Score -8103962 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8104485.500000 Penalty: 5388.964355
	Iteration 15Q: 3 clusters Score -8104486 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8104905.500000 Penalty: 5388.964355
	Iteration 16Q: 3 clusters Score -8104906 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8105303.500000 Penalty: 5388.964355
	Iteration 17Q: 3 clusters Score -8105304 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8105654.000000 Penalty: 5388.964355
	Iteration 18Q: 3 clusters Score -8105654 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8105953.500000 Penalty: 5388.964355
	Iteration 19Q: 3 clusters Score -8105954 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8106313.000000 Penalty: 5388.964355
	Iteration 20F: 3 clusters Score -8106313 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8106642.500000 Penalty: 5388.964355
	Iteration 21Q: 3 clusters Score -8106642 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8106933.500000 Penalty: 5388.964355
	Iteration 22Q: 3 clusters Score -8106934 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8107256.500000 Penalty: 5388.964355
	Iteration 23Q: 3 clusters Score -8107256 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8107604.500000 Penalty: 5388.964355
	Iteration 24Q: 3 clusters Score -8107604 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8107998.000000 Penalty: 5388.964355
	Iteration 25Q: 3 clusters Score -8107998 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8108457.500000 Penalty: 5388.964355
	Iteration 26Q: 3 clusters Score -8108458 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8108890.500000 Penalty: 5388.964355
	Iteration 27Q: 3 clusters Score -8108890 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8109312.500000 Penalty: 5388.964355
	Iteration 28Q: 3 clusters Score -8109312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8109696.000000 Penalty: 5388.964355
	Iteration 29Q: 3 clusters Score -8109696 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8109992.500000 Penalty: 5388.964355
	Iteration 30Q: 3 clusters Score -8109992 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8110126.500000 Penalty: 5388.964355
	Iteration 31Q: 3 clusters Score -8110126 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8110256.500000 Penalty: 5388.964355
	Iteration 32Q: 3 clusters Score -8110256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8110305.000000 Penalty: 5388.964355
	Iteration 33Q: 3 clusters Score -8110305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8110316.000000 Penalty: 5388.964355
	Iteration 34Q: 3 clusters Score -8110316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8110329.500000 Penalty: 5388.964355
	Iteration 35Q: 3 clusters Score -8110330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8110333.500000 Penalty: 5388.964355
	Iteration 36Q: 3 clusters Score -8110334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8110343.000000 Penalty: 5388.964355
	Iteration 37Q: 3 clusters Score -8110343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8110348.000000 Penalty: 5388.964355
	Iteration 38Q: 3 clusters Score -8110348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8110350.500000 Penalty: 5388.964355
	Iteration 39Q: 3 clusters Score -8110350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8110461.000000 Penalty: 5388.964355
	Iteration 40F: 3 clusters Score -8110461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8110515.000000 Penalty: 5388.964355
	Iteration 41Q: 3 clusters Score -8110515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8110543.000000 Penalty: 5388.964355
	Iteration 42Q: 3 clusters Score -8110543 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8110573.500000 Penalty: 5388.964355
	Iteration 43Q: 3 clusters Score -8110574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8110598.000000 Penalty: 5388.964355
	Iteration 44Q: 3 clusters Score -8110598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8110640.000000 Penalty: 5388.964355
	Iteration 45Q: 3 clusters Score -8110640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8110659.000000 Penalty: 5388.964355
	Iteration 46Q: 3 clusters Score -8110659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8110678.000000 Penalty: 5388.964355
	Iteration 47Q: 3 clusters Score -8110678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8110698.500000 Penalty: 5388.964355
	Iteration 48Q: 3 clusters Score -8110698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8110717.000000 Penalty: 5388.964355
	Iteration 49Q: 3 clusters Score -8110717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8110729.000000 Penalty: 5388.964355
	Iteration 50Q: 3 clusters Score -8110729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8110726.500000 Penalty: 5388.964355
	Iteration 51Q: 3 clusters Score -8110726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8110738.000000 Penalty: 5388.964355
	Iteration 52Q: 3 clusters Score -8110738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8110741.500000 Penalty: 5388.964355
	Iteration 53Q: 3 clusters Score -8110742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8110755.500000 Penalty: 5388.964355
	Iteration 54Q: 3 clusters Score -8110756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -8110765.500000 Penalty: 5388.964355
	Iteration 55Q: 3 clusters Score -8110766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8110759.500000 Penalty: 5388.964355
	Iteration 56Q: 3 clusters Score -8110760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8110763.500000 Penalty: 5388.964355
	Iteration 57Q: 3 clusters Score -8110764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -8110767.000000 Penalty: 5388.964355
	Iteration 58Q: 3 clusters Score -8110767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8110762.000000 Penalty: 5388.964355
	Iteration 59Q: 3 clusters Score -8110762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8110772.000000 Penalty: 5388.964355
	Iteration 60F: 3 clusters Score -8110772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8110773.000000 Penalty: 5388.964355
	Iteration 61Q: 3 clusters Score -8110773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8110771.500000 Penalty: 5388.964355
	Iteration 62Q: 3 clusters Score -8110772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8110782.500000 Penalty: 5388.964355
	Iteration 63Q: 3 clusters Score -8110782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8110780.000000 Penalty: 5388.964355
	Iteration 64Q: 3 clusters Score -8110780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8110784.500000 Penalty: 5388.964355
	Iteration 65Q: 3 clusters Score -8110784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8110788.000000 Penalty: 5388.964355
	Iteration 66Q: 3 clusters Score -8110788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8110791.500000 Penalty: 5388.964355
	Iteration 67Q: 3 clusters Score -8110792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8110780.000000 Penalty: 5388.964355
	Iteration 68Q: 3 clusters Score -8110780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8110781.500000 Penalty: 5388.964355
	Iteration 69Q: 3 clusters Score -8110782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -8110780.500000 Penalty: 5388.964355
	Iteration 70Q: 3 clusters Score -8110780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8110789.500000 Penalty: 5388.964355
	Iteration 71Q: 3 clusters Score -8110790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8110789.500000 Penalty: 5388.964355
	Iteration 72Q: 3 clusters Score -8110790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -8110792.000000 Penalty: 5388.964355
	Iteration 73Q: 3 clusters Score -8110792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8110785.500000 Penalty: 5388.964355
	Iteration 74Q: 3 clusters Score -8110786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8110783.000000 Penalty: 5388.964355
	Iteration 75Q: 3 clusters Score -8110783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8110785.000000 Penalty: 5388.964355
	Iteration 76Q: 3 clusters Score -8110785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8110787.500000 Penalty: 5388.964355
	Iteration 77Q: 3 clusters Score -8110788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8110788.500000 Penalty: 5388.964355
	Iteration 78Q: 3 clusters Score -8110788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8110797.500000 Penalty: 5388.964355
	Iteration 79Q: 3 clusters Score -8110798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8110803.000000 Penalty: 5388.964355
	Iteration 80F: 3 clusters Score -8110803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8110803.000000 Penalty: 5388.964355
	Iteration 81Q: 3 clusters Score -8110803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8110810.000000 Penalty: 5388.964355
	Iteration 82Q: 3 clusters Score -8110810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8110809.500000 Penalty: 5388.964355
	Iteration 83Q: 3 clusters Score -8110810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8110812.500000 Penalty: 5388.964355
	Iteration 84Q: 3 clusters Score -8110812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8110812.000000 Penalty: 5388.964355
	Iteration 85Q: 3 clusters Score -8110812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8110809.000000 Penalty: 5388.964355
	Iteration 86Q: 3 clusters Score -8110809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8110799.500000 Penalty: 5388.964355
	Iteration 87Q: 3 clusters Score -8110800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8110811.500000 Penalty: 5388.964355
	Iteration 88Q: 3 clusters Score -8110812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8110812.500000 Penalty: 5388.964355
	Iteration 89Q: 3 clusters Score -8110812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8110819.500000 Penalty: 5388.964355
	Iteration 90Q: 3 clusters Score -8110820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8110824.000000 Penalty: 5388.964355
	Iteration 91Q: 3 clusters Score -8110824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8110810.500000 Penalty: 5388.964355
	Iteration 92Q: 3 clusters Score -8110810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8110809.000000 Penalty: 5388.964355
	Iteration 93Q: 3 clusters Score -8110809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8110806.500000 Penalty: 5388.964355
	Iteration 94Q: 3 clusters Score -8110806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8110812.000000 Penalty: 5388.964355
	Iteration 95Q: 3 clusters Score -8110812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8110815.500000 Penalty: 5388.964355
	Iteration 96Q: 3 clusters Score -8110816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -8110815.000000 Penalty: 5388.964355
	Iteration 97Q: 3 clusters Score -8110815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8110815.000000 Penalty: 5388.964355
	Iteration 98Q: 3 clusters Score -8110815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8110820.500000 Penalty: 5388.964355
	Iteration 99Q: 3 clusters Score -8110820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8110812.500000 Penalty: 5388.964355
	Iteration 100F: 3 clusters Score -8110812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8110808.000000 Penalty: 5388.964355
	Iteration 101Q: 3 clusters Score -8110808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8110801.500000 Penalty: 5388.964355
	Iteration 102Q: 3 clusters Score -8110802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8110801.500000 Penalty: 5388.964355
	Iteration 103F: 3 clusters Score -8110802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 12700 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4549 members 
Entering Unmasked Estep 
Score: -120391896.000000 Penalty: 138152.000000
Splitting cluster 18 changes total score from -120391824.000000 to -120391896.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -218344.921875 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -218344.9 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 765 members 
Entering Unmasked Estep 
Score: -216094.187500 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -216094.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -216550.718750 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -216550.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216744.531250 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -216744.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216856.500000 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -216856.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216929.375000 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -216929.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -216976.015625 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -216976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217014.500000 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -217014.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217051.500000 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -217051.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217102.937500 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -217102.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217166.734375 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -217166.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217218.765625 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -217218.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217250.281250 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -217250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -217278.781250 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -217278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217300.718750 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -217300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217316.859375 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -217316.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217334.109375 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -217334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217342.187500 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -217342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217347.640625 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -217347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217352.921875 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -217352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217355.500000 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -217355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217358.296875 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -217358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217363.937500 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -217363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217373.828125 Penalty: 3616.323486
	Iteration 22Q: 3 clusters Score -217373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217385.406250 Penalty: 3616.323486
	Iteration 23Q: 3 clusters Score -217385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217390.406250 Penalty: 3616.323486
	Iteration 24Q: 3 clusters Score -217390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217403.781250 Penalty: 3616.323486
	Iteration 25Q: 3 clusters Score -217403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217414.140625 Penalty: 3616.323486
	Iteration 26Q: 3 clusters Score -217414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217416.703125 Penalty: 3616.323486
	Iteration 27Q: 3 clusters Score -217416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217416.703125 Penalty: 3616.323486
	Iteration 28F: 3 clusters Score -217416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -1931455.875000 Penalty: 2345.714844
	Iteration 0F: 2 clusters Score -1931456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1922042.875000 Penalty: 4691.429688
	Iteration 0F: 3 clusters Score -1922043 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1925042.500000 Penalty: 4691.429688
	Iteration 1F: 3 clusters Score -1925042 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1925599.250000 Penalty: 4691.429688
	Iteration 2F: 3 clusters Score -1925599 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1926138.875000 Penalty: 4691.429688
	Iteration 3F: 3 clusters Score -1926139 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1926673.375000 Penalty: 4691.429688
	Iteration 4F: 3 clusters Score -1926673 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1927207.625000 Penalty: 4691.429688
	Iteration 5F: 3 clusters Score -1927208 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1927737.000000 Penalty: 4691.429688
	Iteration 6F: 3 clusters Score -1927737 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1928135.000000 Penalty: 4691.429688
	Iteration 7F: 3 clusters Score -1928135 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1928457.500000 Penalty: 4691.429688
	Iteration 8Q: 3 clusters Score -1928458 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1928706.750000 Penalty: 4691.429688
	Iteration 9Q: 3 clusters Score -1928707 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1928912.000000 Penalty: 4691.429688
	Iteration 10Q: 3 clusters Score -1928912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1929075.125000 Penalty: 4691.429688
	Iteration 11Q: 3 clusters Score -1929075 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1929235.500000 Penalty: 4691.429688
	Iteration 12Q: 3 clusters Score -1929236 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1929368.375000 Penalty: 4691.429688
	Iteration 13Q: 3 clusters Score -1929368 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1929480.375000 Penalty: 4691.429688
	Iteration 14Q: 3 clusters Score -1929480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1929578.750000 Penalty: 4691.429688
	Iteration 15Q: 3 clusters Score -1929579 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1929659.000000 Penalty: 4691.429688
	Iteration 16Q: 3 clusters Score -1929659 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1929726.375000 Penalty: 4691.429688
	Iteration 17Q: 3 clusters Score -1929726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1929780.625000 Penalty: 4691.429688
	Iteration 18Q: 3 clusters Score -1929781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1929837.375000 Penalty: 4691.429688
	Iteration 19Q: 3 clusters Score -1929837 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1929918.500000 Penalty: 4691.429688
	Iteration 20F: 3 clusters Score -1929918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1929996.500000 Penalty: 4691.429688
	Iteration 21Q: 3 clusters Score -1929996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1930045.000000 Penalty: 4691.429688
	Iteration 22Q: 3 clusters Score -1930045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1930083.125000 Penalty: 4691.429688
	Iteration 23Q: 3 clusters Score -1930083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1930125.125000 Penalty: 4691.429688
	Iteration 24Q: 3 clusters Score -1930125 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1930154.250000 Penalty: 4691.429688
	Iteration 25Q: 3 clusters Score -1930154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1930187.500000 Penalty: 4691.429688
	Iteration 26Q: 3 clusters Score -1930188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1930214.125000 Penalty: 4691.429688
	Iteration 27Q: 3 clusters Score -1930214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1930225.625000 Penalty: 4691.429688
	Iteration 28Q: 3 clusters Score -1930226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1930247.250000 Penalty: 4691.429688
	Iteration 29Q: 3 clusters Score -1930247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1930273.125000 Penalty: 4691.429688
	Iteration 30Q: 3 clusters Score -1930273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1930282.625000 Penalty: 4691.429688
	Iteration 31Q: 3 clusters Score -1930283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1930298.750000 Penalty: 4691.429688
	Iteration 32Q: 3 clusters Score -1930299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1930313.375000 Penalty: 4691.429688
	Iteration 33Q: 3 clusters Score -1930313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1930329.125000 Penalty: 4691.429688
	Iteration 34Q: 3 clusters Score -1930329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1930341.125000 Penalty: 4691.429688
	Iteration 35Q: 3 clusters Score -1930341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1930359.000000 Penalty: 4691.429688
	Iteration 36Q: 3 clusters Score -1930359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1930375.750000 Penalty: 4691.429688
	Iteration 37Q: 3 clusters Score -1930376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1930393.375000 Penalty: 4691.429688
	Iteration 38Q: 3 clusters Score -1930393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1930404.500000 Penalty: 4691.429688
	Iteration 39Q: 3 clusters Score -1930404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1930424.625000 Penalty: 4691.429688
	Iteration 40F: 3 clusters Score -1930425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1930448.625000 Penalty: 4691.429688
	Iteration 41Q: 3 clusters Score -1930449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1930472.375000 Penalty: 4691.429688
	Iteration 42Q: 3 clusters Score -1930472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1930517.625000 Penalty: 4691.429688
	Iteration 43Q: 3 clusters Score -1930518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1930590.875000 Penalty: 4691.429688
	Iteration 44Q: 3 clusters Score -1930591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1930658.625000 Penalty: 4691.429688
	Iteration 45Q: 3 clusters Score -1930659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1930691.625000 Penalty: 4691.429688
	Iteration 46Q: 3 clusters Score -1930692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1930715.500000 Penalty: 4691.429688
	Iteration 47Q: 3 clusters Score -1930716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1930731.375000 Penalty: 4691.429688
	Iteration 48Q: 3 clusters Score -1930731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1930746.500000 Penalty: 4691.429688
	Iteration 49Q: 3 clusters Score -1930746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1930757.500000 Penalty: 4691.429688
	Iteration 50Q: 3 clusters Score -1930758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1930764.750000 Penalty: 4691.429688
	Iteration 51Q: 3 clusters Score -1930765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1930769.750000 Penalty: 4691.429688
	Iteration 52Q: 3 clusters Score -1930770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1930765.000000 Penalty: 4691.429688
	Iteration 53Q: 3 clusters Score -1930765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1930766.125000 Penalty: 4691.429688
	Iteration 54Q: 3 clusters Score -1930766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1930774.625000 Penalty: 4691.429688
	Iteration 55Q: 3 clusters Score -1930775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1930775.125000 Penalty: 4691.429688
	Iteration 56Q: 3 clusters Score -1930775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1930772.000000 Penalty: 4691.429688
	Iteration 57Q: 3 clusters Score -1930772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1930772.375000 Penalty: 4691.429688
	Iteration 58Q: 3 clusters Score -1930772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1930773.625000 Penalty: 4691.429688
	Iteration 59Q: 3 clusters Score -1930774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1930774.625000 Penalty: 4691.429688
	Iteration 60F: 3 clusters Score -1930775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1930775.625000 Penalty: 4691.429688
	Iteration 61Q: 3 clusters Score -1930776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1930781.125000 Penalty: 4691.429688
	Iteration 62Q: 3 clusters Score -1930781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1930779.125000 Penalty: 4691.429688
	Iteration 63Q: 3 clusters Score -1930779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1930781.750000 Penalty: 4691.429688
	Iteration 64Q: 3 clusters Score -1930782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1930782.625000 Penalty: 4691.429688
	Iteration 65Q: 3 clusters Score -1930783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1930783.000000 Penalty: 4691.429688
	Iteration 66Q: 3 clusters Score -1930783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1930783.000000 Penalty: 4691.429688
	Iteration 67F: 3 clusters Score -1930783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1434794.750000 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1434795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1427529.000000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1427529 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1430015.250000 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1430015 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1430806.500000 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1430806 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1431439.625000 Penalty: 4542.782715
	Iteration 3F: 3 clusters Score -1431440 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1432002.500000 Penalty: 4542.782715
	Iteration 4F: 3 clusters Score -1432002 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1432515.750000 Penalty: 4542.782715
	Iteration 5F: 3 clusters Score -1432516 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1432922.000000 Penalty: 4542.782715
	Iteration 6F: 3 clusters Score -1432922 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1433228.750000 Penalty: 4542.782715
	Iteration 7Q: 3 clusters Score -1433229 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1433431.250000 Penalty: 4542.782715
	Iteration 8Q: 3 clusters Score -1433431 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1433579.750000 Penalty: 4542.782715
	Iteration 9Q: 3 clusters Score -1433580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1433703.500000 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1433704 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1433823.125000 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1433823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1433931.250000 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1433931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1434034.000000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1434034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1434129.250000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1434129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1434196.625000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1434197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1434231.500000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1434232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1434261.000000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1434261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1434284.500000 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1434284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1434302.500000 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1434302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1434311.875000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1434312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1434324.375000 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1434324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1434332.625000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1434333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1434338.000000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1434338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1434347.625000 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1434348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1434354.625000 Penalty: 4542.782715
	Iteration 25Q: 3 clusters Score -1434355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1434355.125000 Penalty: 4542.782715
	Iteration 26Q: 3 clusters Score -1434355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1434356.000000 Penalty: 4542.782715
	Iteration 27Q: 3 clusters Score -1434356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1434357.125000 Penalty: 4542.782715
	Iteration 28Q: 3 clusters Score -1434357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1434359.375000 Penalty: 4542.782715
	Iteration 29Q: 3 clusters Score -1434359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1434359.750000 Penalty: 4542.782715
	Iteration 30Q: 3 clusters Score -1434360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1434361.750000 Penalty: 4542.782715
	Iteration 31Q: 3 clusters Score -1434362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1434360.500000 Penalty: 4542.782715
	Iteration 32Q: 3 clusters Score -1434360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1434362.875000 Penalty: 4542.782715
	Iteration 33Q: 3 clusters Score -1434363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1434360.750000 Penalty: 4542.782715
	Iteration 34Q: 3 clusters Score -1434361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1434362.250000 Penalty: 4542.782715
	Iteration 35Q: 3 clusters Score -1434362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1434361.625000 Penalty: 4542.782715
	Iteration 36Q: 3 clusters Score -1434362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1434361.625000 Penalty: 4542.782715
	Iteration 37F: 3 clusters Score -1434362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1874140.625000 Penalty: 2343.440430
	Iteration 0F: 2 clusters Score -1874141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1864754.500000 Penalty: 4686.880859
	Iteration 0F: 3 clusters Score -1864754 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1867974.625000 Penalty: 4686.880859
	Iteration 1F: 3 clusters Score -1867975 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1868727.000000 Penalty: 4686.880859
	Iteration 2F: 3 clusters Score -1868727 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1869552.000000 Penalty: 4686.880859
	Iteration 3F: 3 clusters Score -1869552 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1870372.625000 Penalty: 4686.880859
	Iteration 4F: 3 clusters Score -1870373 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1871180.125000 Penalty: 4686.880859
	Iteration 5F: 3 clusters Score -1871180 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1871891.625000 Penalty: 4686.880859
	Iteration 6F: 3 clusters Score -1871892 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1872522.250000 Penalty: 4686.880859
	Iteration 7F: 3 clusters Score -1872522 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1873004.625000 Penalty: 4686.880859
	Iteration 8Q: 3 clusters Score -1873005 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1873300.125000 Penalty: 4686.880859
	Iteration 9Q: 3 clusters Score -1873300 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1873510.875000 Penalty: 4686.880859
	Iteration 10Q: 3 clusters Score -1873511 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1873657.625000 Penalty: 4686.880859
	Iteration 11Q: 3 clusters Score -1873658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1873784.250000 Penalty: 4686.880859
	Iteration 12Q: 3 clusters Score -1873784 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1873897.625000 Penalty: 4686.880859
	Iteration 13Q: 3 clusters Score -1873898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1873987.500000 Penalty: 4686.880859
	Iteration 14Q: 3 clusters Score -1873988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1874045.875000 Penalty: 4686.880859
	Iteration 15Q: 3 clusters Score -1874046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1874105.500000 Penalty: 4686.880859
	Iteration 16Q: 3 clusters Score -1874106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1874159.625000 Penalty: 4686.880859
	Iteration 17Q: 3 clusters Score -1874160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1874217.875000 Penalty: 4686.880859
	Iteration 18Q: 3 clusters Score -1874218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1874321.375000 Penalty: 4686.880859
	Iteration 19Q: 3 clusters Score -1874321 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1874426.125000 Penalty: 4686.880859
	Iteration 20F: 3 clusters Score -1874426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1874549.500000 Penalty: 4686.880859
	Iteration 21Q: 3 clusters Score -1874550 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1874657.625000 Penalty: 4686.880859
	Iteration 22Q: 3 clusters Score -1874658 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1874735.750000 Penalty: 4686.880859
	Iteration 23Q: 3 clusters Score -1874736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1874778.750000 Penalty: 4686.880859
	Iteration 24Q: 3 clusters Score -1874779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1874813.500000 Penalty: 4686.880859
	Iteration 25Q: 3 clusters Score -1874814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1874838.750000 Penalty: 4686.880859
	Iteration 26Q: 3 clusters Score -1874839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1874858.250000 Penalty: 4686.880859
	Iteration 27Q: 3 clusters Score -1874858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1874859.125000 Penalty: 4686.880859
	Iteration 28Q: 3 clusters Score -1874859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1874871.375000 Penalty: 4686.880859
	Iteration 29Q: 3 clusters Score -1874871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1874872.750000 Penalty: 4686.880859
	Iteration 30Q: 3 clusters Score -1874873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1874874.500000 Penalty: 4686.880859
	Iteration 31Q: 3 clusters Score -1874874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1874877.625000 Penalty: 4686.880859
	Iteration 32Q: 3 clusters Score -1874878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1874877.500000 Penalty: 4686.880859
	Iteration 33Q: 3 clusters Score -1874878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1874879.625000 Penalty: 4686.880859
	Iteration 34Q: 3 clusters Score -1874880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1874878.250000 Penalty: 4686.880859
	Iteration 35Q: 3 clusters Score -1874878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1874881.625000 Penalty: 4686.880859
	Iteration 36Q: 3 clusters Score -1874882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1874878.750000 Penalty: 4686.880859
	Iteration 37Q: 3 clusters Score -1874879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1874881.250000 Penalty: 4686.880859
	Iteration 38Q: 3 clusters Score -1874881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1874881.375000 Penalty: 4686.880859
	Iteration 39Q: 3 clusters Score -1874881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1874882.000000 Penalty: 4686.880859
	Iteration 40F: 3 clusters Score -1874882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 6416 members 
Entering Unmasked Estep 
Score: -120391904.000000 Penalty: 141521.562500
Splitting cluster 22 changes total score from -120391824.000000 to -120391904.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1504454.000000 Penalty: 2284.313232
	Iteration 0F: 2 clusters Score -1504454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1496757.250000 Penalty: 4568.626465
	Iteration 0F: 3 clusters Score -1496757 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1499255.000000 Penalty: 4568.626465
	Iteration 1F: 3 clusters Score -1499255 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1499852.125000 Penalty: 4568.626465
	Iteration 2F: 3 clusters Score -1499852 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1500413.000000 Penalty: 4568.626465
	Iteration 3F: 3 clusters Score -1500413 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1500927.875000 Penalty: 4568.626465
	Iteration 4F: 3 clusters Score -1500928 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1501531.625000 Penalty: 4568.626465
	Iteration 5F: 3 clusters Score -1501532 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1502162.000000 Penalty: 4568.626465
	Iteration 6F: 3 clusters Score -1502162 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1502657.000000 Penalty: 4568.626465
	Iteration 7F: 3 clusters Score -1502657 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1502999.625000 Penalty: 4568.626465
	Iteration 8Q: 3 clusters Score -1503000 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1503241.250000 Penalty: 4568.626465
	Iteration 9Q: 3 clusters Score -1503241 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1503392.125000 Penalty: 4568.626465
	Iteration 10Q: 3 clusters Score -1503392 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1503519.125000 Penalty: 4568.626465
	Iteration 11Q: 3 clusters Score -1503519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1503583.500000 Penalty: 4568.626465
	Iteration 12Q: 3 clusters Score -1503584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1503619.125000 Penalty: 4568.626465
	Iteration 13Q: 3 clusters Score -1503619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1503646.500000 Penalty: 4568.626465
	Iteration 14Q: 3 clusters Score -1503646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1503679.125000 Penalty: 4568.626465
	Iteration 15Q: 3 clusters Score -1503679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1503708.500000 Penalty: 4568.626465
	Iteration 16Q: 3 clusters Score -1503708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1503735.125000 Penalty: 4568.626465
	Iteration 17Q: 3 clusters Score -1503735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1503764.000000 Penalty: 4568.626465
	Iteration 18Q: 3 clusters Score -1503764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1503797.125000 Penalty: 4568.626465
	Iteration 19Q: 3 clusters Score -1503797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1503819.625000 Penalty: 4568.626465
	Iteration 20F: 3 clusters Score -1503820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1503834.750000 Penalty: 4568.626465
	Iteration 21Q: 3 clusters Score -1503835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1503858.875000 Penalty: 4568.626465
	Iteration 22Q: 3 clusters Score -1503859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1503874.125000 Penalty: 4568.626465
	Iteration 23Q: 3 clusters Score -1503874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1503884.375000 Penalty: 4568.626465
	Iteration 24Q: 3 clusters Score -1503884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1503892.125000 Penalty: 4568.626465
	Iteration 25Q: 3 clusters Score -1503892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1503908.125000 Penalty: 4568.626465
	Iteration 26Q: 3 clusters Score -1503908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1503918.500000 Penalty: 4568.626465
	Iteration 27Q: 3 clusters Score -1503918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1503920.375000 Penalty: 4568.626465
	Iteration 28Q: 3 clusters Score -1503920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1503926.250000 Penalty: 4568.626465
	Iteration 29Q: 3 clusters Score -1503926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1503928.750000 Penalty: 4568.626465
	Iteration 30Q: 3 clusters Score -1503929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1503933.250000 Penalty: 4568.626465
	Iteration 31Q: 3 clusters Score -1503933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1503935.125000 Penalty: 4568.626465
	Iteration 32Q: 3 clusters Score -1503935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1503938.875000 Penalty: 4568.626465
	Iteration 33Q: 3 clusters Score -1503939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1503939.750000 Penalty: 4568.626465
	Iteration 34Q: 3 clusters Score -1503940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1503946.000000 Penalty: 4568.626465
	Iteration 35Q: 3 clusters Score -1503946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1503945.375000 Penalty: 4568.626465
	Iteration 36Q: 3 clusters Score -1503945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1503950.125000 Penalty: 4568.626465
	Iteration 37Q: 3 clusters Score -1503950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1503951.750000 Penalty: 4568.626465
	Iteration 38Q: 3 clusters Score -1503952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1503951.875000 Penalty: 4568.626465
	Iteration 39Q: 3 clusters Score -1503952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1503954.125000 Penalty: 4568.626465
	Iteration 40F: 3 clusters Score -1503954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1503952.250000 Penalty: 4568.626465
	Iteration 41Q: 3 clusters Score -1503952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1503952.250000 Penalty: 4568.626465
	Iteration 42Q: 3 clusters Score -1503952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1503952.250000 Penalty: 4568.626465
	Iteration 43F: 3 clusters Score -1503952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Entering Unmasked Estep 
Score: -9619649.000000 Penalty: 2735.184326
	Iteration 0F: 2 clusters Score -9619649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -9578208.000000 Penalty: 5470.368652
	Iteration 0F: 3 clusters Score -9578208 nChanged 28770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -9594493.000000 Penalty: 5470.368652
	Iteration 1F: 3 clusters Score -9594493 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -9595416.000000 Penalty: 5470.368652
	Iteration 2Q: 3 clusters Score -9595416 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -9596600.000000 Penalty: 5470.368652
	Iteration 3Q: 3 clusters Score -9596600 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9598237.000000 Penalty: 5470.368652
	Iteration 4F: 3 clusters Score -9598237 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -9600602.000000 Penalty: 5470.368652
	Iteration 5F: 3 clusters Score -9600602 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -9603751.000000 Penalty: 5470.368652
	Iteration 6F: 3 clusters Score -9603751 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -9607258.000000 Penalty: 5470.368652
	Iteration 7F: 3 clusters Score -9607258 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -9610599.000000 Penalty: 5470.368652
	Iteration 8F: 3 clusters Score -9610599 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -9613193.000000 Penalty: 5470.368652
	Iteration 9Q: 3 clusters Score -9613193 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -9614955.000000 Penalty: 5470.368652
	Iteration 10Q: 3 clusters Score -9614955 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -9616005.000000 Penalty: 5470.368652
	Iteration 11Q: 3 clusters Score -9616005 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -9616617.000000 Penalty: 5470.368652
	Iteration 12Q: 3 clusters Score -9616617 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -9616907.000000 Penalty: 5470.368652
	Iteration 13Q: 3 clusters Score -9616907 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -9617102.000000 Penalty: 5470.368652
	Iteration 14Q: 3 clusters Score -9617102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -9617214.000000 Penalty: 5470.368652
	Iteration 15Q: 3 clusters Score -9617214 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -9617287.000000 Penalty: 5470.368652
	Iteration 16Q: 3 clusters Score -9617287 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -9617316.000000 Penalty: 5470.368652
	Iteration 17Q: 3 clusters Score -9617316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -9617323.000000 Penalty: 5470.368652
	Iteration 18Q: 3 clusters Score -9617323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -9617347.000000 Penalty: 5470.368652
	Iteration 19Q: 3 clusters Score -9617347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -9617356.000000 Penalty: 5470.368652
	Iteration 20F: 3 clusters Score -9617356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -9617361.000000 Penalty: 5470.368652
	Iteration 21Q: 3 clusters Score -9617361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -9617364.000000 Penalty: 5470.368652
	Iteration 22Q: 3 clusters Score -9617364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -9617379.000000 Penalty: 5470.368652
	Iteration 23Q: 3 clusters Score -9617379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -9617388.000000 Penalty: 5470.368652
	Iteration 24Q: 3 clusters Score -9617388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -9617395.000000 Penalty: 5470.368652
	Iteration 25Q: 3 clusters Score -9617395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -9617397.000000 Penalty: 5470.368652
	Iteration 26Q: 3 clusters Score -9617397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -9617402.000000 Penalty: 5470.368652
	Iteration 27Q: 3 clusters Score -9617402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -9617408.000000 Penalty: 5470.368652
	Iteration 28Q: 3 clusters Score -9617408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -9617407.000000 Penalty: 5470.368652
	Iteration 29Q: 3 clusters Score -9617407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -9617415.000000 Penalty: 5470.368652
	Iteration 30Q: 3 clusters Score -9617415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -9617408.000000 Penalty: 5470.368652
	Iteration 31Q: 3 clusters Score -9617408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -9617415.000000 Penalty: 5470.368652
	Iteration 32Q: 3 clusters Score -9617415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -9617418.000000 Penalty: 5470.368652
	Iteration 33Q: 3 clusters Score -9617418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -9617415.000000 Penalty: 5470.368652
	Iteration 34Q: 3 clusters Score -9617415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -9617413.000000 Penalty: 5470.368652
	Iteration 35Q: 3 clusters Score -9617413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -9617413.000000 Penalty: 5470.368652
	Iteration 36Q: 3 clusters Score -9617413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -9617422.000000 Penalty: 5470.368652
	Iteration 37Q: 3 clusters Score -9617422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -9617424.000000 Penalty: 5470.368652
	Iteration 38Q: 3 clusters Score -9617424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -9617418.000000 Penalty: 5470.368652
	Iteration 39Q: 3 clusters Score -9617418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -9617418.000000 Penalty: 5470.368652
	Iteration 40F: 3 clusters Score -9617418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -9617426.000000 Penalty: 5470.368652
	Iteration 41Q: 3 clusters Score -9617426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -9617426.000000 Penalty: 5470.368652
	Iteration 42Q: 3 clusters Score -9617426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -9617426.000000 Penalty: 5470.368652
	Iteration 43F: 3 clusters Score -9617426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Entering Unmasked Estep 
Score: -4395309.500000 Penalty: 2540.588379
	Iteration 0F: 2 clusters Score -4395310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4375861.000000 Penalty: 5081.176758
	Iteration 0F: 3 clusters Score -4375861 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4382888.500000 Penalty: 5081.176758
	Iteration 1F: 3 clusters Score -4382888 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4383645.000000 Penalty: 5081.176758
	Iteration 2F: 3 clusters Score -4383645 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4384564.500000 Penalty: 5081.176758
	Iteration 3F: 3 clusters Score -4384564 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4385633.000000 Penalty: 5081.176758
	Iteration 4F: 3 clusters Score -4385633 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4386835.500000 Penalty: 5081.176758
	Iteration 5F: 3 clusters Score -4386836 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4387859.500000 Penalty: 5081.176758
	Iteration 6F: 3 clusters Score -4387860 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4388584.500000 Penalty: 5081.176758
	Iteration 7F: 3 clusters Score -4388584 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4389020.500000 Penalty: 5081.176758
	Iteration 8Q: 3 clusters Score -4389020 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4389346.500000 Penalty: 5081.176758
	Iteration 9Q: 3 clusters Score -4389346 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4389557.500000 Penalty: 5081.176758
	Iteration 10Q: 3 clusters Score -4389558 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4389711.000000 Penalty: 5081.176758
	Iteration 11Q: 3 clusters Score -4389711 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4389811.500000 Penalty: 5081.176758
	Iteration 12Q: 3 clusters Score -4389812 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4389901.500000 Penalty: 5081.176758
	Iteration 13Q: 3 clusters Score -4389902 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4390001.500000 Penalty: 5081.176758
	Iteration 14Q: 3 clusters Score -4390002 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4390104.000000 Penalty: 5081.176758
	Iteration 15Q: 3 clusters Score -4390104 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4390191.000000 Penalty: 5081.176758
	Iteration 16Q: 3 clusters Score -4390191 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4390325.000000 Penalty: 5081.176758
	Iteration 17Q: 3 clusters Score -4390325 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4390468.500000 Penalty: 5081.176758
	Iteration 18Q: 3 clusters Score -4390468 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4390635.000000 Penalty: 5081.176758
	Iteration 19Q: 3 clusters Score -4390635 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4390826.000000 Penalty: 5081.176758
	Iteration 20F: 3 clusters Score -4390826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4391073.000000 Penalty: 5081.176758
	Iteration 21Q: 3 clusters Score -4391073 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4391326.500000 Penalty: 5081.176758
	Iteration 22Q: 3 clusters Score -4391326 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4391573.500000 Penalty: 5081.176758
	Iteration 23Q: 3 clusters Score -4391574 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4391880.000000 Penalty: 5081.176758
	Iteration 24Q: 3 clusters Score -4391880 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4392188.500000 Penalty: 5081.176758
	Iteration 25Q: 3 clusters Score -4392188 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -4392477.500000 Penalty: 5081.176758
	Iteration 26Q: 3 clusters Score -4392478 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -4392700.000000 Penalty: 5081.176758
	Iteration 27Q: 3 clusters Score -4392700 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4392831.000000 Penalty: 5081.176758
	Iteration 28Q: 3 clusters Score -4392831 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4392968.000000 Penalty: 5081.176758
	Iteration 29Q: 3 clusters Score -4392968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4393044.000000 Penalty: 5081.176758
	Iteration 30Q: 3 clusters Score -4393044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4393092.000000 Penalty: 5081.176758
	Iteration 31Q: 3 clusters Score -4393092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4393141.500000 Penalty: 5081.176758
	Iteration 32Q: 3 clusters Score -4393142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4393189.500000 Penalty: 5081.176758
	Iteration 33Q: 3 clusters Score -4393190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4393197.500000 Penalty: 5081.176758
	Iteration 34Q: 3 clusters Score -4393198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -4393223.000000 Penalty: 5081.176758
	Iteration 35Q: 3 clusters Score -4393223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4393240.500000 Penalty: 5081.176758
	Iteration 36Q: 3 clusters Score -4393240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -4393257.500000 Penalty: 5081.176758
	Iteration 37Q: 3 clusters Score -4393258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4393262.500000 Penalty: 5081.176758
	Iteration 38Q: 3 clusters Score -4393262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -4393262.500000 Penalty: 5081.176758
	Iteration 39Q: 3 clusters Score -4393262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4393271.000000 Penalty: 5081.176758
	Iteration 40F: 3 clusters Score -4393271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4393273.000000 Penalty: 5081.176758
	Iteration 41Q: 3 clusters Score -4393273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4393275.000000 Penalty: 5081.176758
	Iteration 42Q: 3 clusters Score -4393275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4393281.000000 Penalty: 5081.176758
	Iteration 43Q: 3 clusters Score -4393281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4393283.500000 Penalty: 5081.176758
	Iteration 44Q: 3 clusters Score -4393284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -4393286.000000 Penalty: 5081.176758
	Iteration 45Q: 3 clusters Score -4393286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4393288.500000 Penalty: 5081.176758
	Iteration 46Q: 3 clusters Score -4393288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -4393287.500000 Penalty: 5081.176758
	Iteration 47Q: 3 clusters Score -4393288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -4393293.500000 Penalty: 5081.176758
	Iteration 48Q: 3 clusters Score -4393294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4393292.500000 Penalty: 5081.176758
	Iteration 49Q: 3 clusters Score -4393292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4393296.000000 Penalty: 5081.176758
	Iteration 50Q: 3 clusters Score -4393296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4393294.500000 Penalty: 5081.176758
	Iteration 51Q: 3 clusters Score -4393294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4393294.500000 Penalty: 5081.176758
	Iteration 52F: 3 clusters Score -4393294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Entering Unmasked Estep 
Score: -1153572.375000 Penalty: 2220.919189
	Iteration 0F: 2 clusters Score -1153572 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 3877 members 
Entering Unmasked Estep 
Score: -1147435.750000 Penalty: 4441.838379
	Iteration 0F: 3 clusters Score -1147436 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1149342.875000 Penalty: 4441.838379
	Iteration 1F: 3 clusters Score -1149343 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1149965.000000 Penalty: 4441.838379
	Iteration 2F: 3 clusters Score -1149965 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1150826.250000 Penalty: 4441.838379
	Iteration 3F: 3 clusters Score -1150826 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1151581.625000 Penalty: 4441.838379
	Iteration 4F: 3 clusters Score -1151582 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1152063.875000 Penalty: 4441.838379
	Iteration 5F: 3 clusters Score -1152064 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1152323.875000 Penalty: 4441.838379
	Iteration 6F: 3 clusters Score -1152324 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1152505.500000 Penalty: 4441.838379
	Iteration 7Q: 3 clusters Score -1152506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1152638.500000 Penalty: 4441.838379
	Iteration 8Q: 3 clusters Score -1152638 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1152785.625000 Penalty: 4441.838379
	Iteration 9Q: 3 clusters Score -1152786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1152903.125000 Penalty: 4441.838379
	Iteration 10Q: 3 clusters Score -1152903 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1153039.500000 Penalty: 4441.838379
	Iteration 11Q: 3 clusters Score -1153040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1153145.125000 Penalty: 4441.838379
	Iteration 12Q: 3 clusters Score -1153145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1153233.000000 Penalty: 4441.838379
	Iteration 13Q: 3 clusters Score -1153233 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1153307.875000 Penalty: 4441.838379
	Iteration 14Q: 3 clusters Score -1153308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1153361.250000 Penalty: 4441.838379
	Iteration 15Q: 3 clusters Score -1153361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1153414.000000 Penalty: 4441.838379
	Iteration 16Q: 3 clusters Score -1153414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1153449.500000 Penalty: 4441.838379
	Iteration 17Q: 3 clusters Score -1153450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1153487.500000 Penalty: 4441.838379
	Iteration 18Q: 3 clusters Score -1153488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1153516.000000 Penalty: 4441.838379
	Iteration 19Q: 3 clusters Score -1153516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1153537.625000 Penalty: 4441.838379
	Iteration 20F: 3 clusters Score -1153538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1153553.000000 Penalty: 4441.838379
	Iteration 21Q: 3 clusters Score -1153553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1153576.500000 Penalty: 4441.838379
	Iteration 22Q: 3 clusters Score -1153576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1153596.500000 Penalty: 4441.838379
	Iteration 23Q: 3 clusters Score -1153596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1153627.875000 Penalty: 4441.838379
	Iteration 24Q: 3 clusters Score -1153628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1153674.250000 Penalty: 4441.838379
	Iteration 25Q: 3 clusters Score -1153674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1153729.375000 Penalty: 4441.838379
	Iteration 26Q: 3 clusters Score -1153729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1153787.875000 Penalty: 4441.838379
	Iteration 27Q: 3 clusters Score -1153788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1153853.875000 Penalty: 4441.838379
	Iteration 28Q: 3 clusters Score -1153854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1153890.625000 Penalty: 4441.838379
	Iteration 29Q: 3 clusters Score -1153891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1153910.625000 Penalty: 4441.838379
	Iteration 30Q: 3 clusters Score -1153911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1153918.875000 Penalty: 4441.838379
	Iteration 31Q: 3 clusters Score -1153919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1153923.375000 Penalty: 4441.838379
	Iteration 32Q: 3 clusters Score -1153923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1153929.750000 Penalty: 4441.838379
	Iteration 33Q: 3 clusters Score -1153930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1153940.000000 Penalty: 4441.838379
	Iteration 34Q: 3 clusters Score -1153940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1153943.625000 Penalty: 4441.838379
	Iteration 35Q: 3 clusters Score -1153944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1153948.125000 Penalty: 4441.838379
	Iteration 36Q: 3 clusters Score -1153948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1153950.375000 Penalty: 4441.838379
	Iteration 37Q: 3 clusters Score -1153950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1153955.000000 Penalty: 4441.838379
	Iteration 38Q: 3 clusters Score -1153955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1153954.500000 Penalty: 4441.838379
	Iteration 39Q: 3 clusters Score -1153954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1153955.250000 Penalty: 4441.838379
	Iteration 40F: 3 clusters Score -1153955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1153955.125000 Penalty: 4441.838379
	Iteration 41Q: 3 clusters Score -1153955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1153955.125000 Penalty: 4441.838379
	Iteration 42F: 3 clusters Score -1153955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 1353 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 6396 members 
Entering Unmasked Estep 
Score: -120390944.000000 Penalty: 144891.109375
Splitting cluster 26 changes total score from -120391824.000000 to -120390944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -159842.984375 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -159843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -157826.859375 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -157826.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -158110.765625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -158110.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -158191.218750 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -158191.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -158251.890625 Penalty: 3461.656006
	Iteration 3Q: 3 clusters Score -158251.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158292.562500 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -158292.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158319.953125 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -158320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158336.796875 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -158336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158345.859375 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -158345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158353.421875 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -158353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158358.265625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -158358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158362.781250 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -158362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158366.000000 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -158366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158367.562500 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -158367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -158369.671875 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -158369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158373.703125 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -158373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158377.250000 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -158377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158380.359375 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -158380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -158384.656250 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -158384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158389.390625 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -158389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158390.968750 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -158391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158393.109375 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -158393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158399.906250 Penalty: 3461.656006
	Iteration 21Q: 3 clusters Score -158399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158408.812500 Penalty: 3461.656006
	Iteration 22Q: 3 clusters Score -158408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158415.593750 Penalty: 3461.656006
	Iteration 23Q: 3 clusters Score -158415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158422.984375 Penalty: 3461.656006
	Iteration 24Q: 3 clusters Score -158423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158428.046875 Penalty: 3461.656006
	Iteration 25Q: 3 clusters Score -158428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158429.125000 Penalty: 3461.656006
	Iteration 26Q: 3 clusters Score -158429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158437.484375 Penalty: 3461.656006
	Iteration 27Q: 3 clusters Score -158437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158446.375000 Penalty: 3461.656006
	Iteration 28Q: 3 clusters Score -158446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158454.312500 Penalty: 3461.656006
	Iteration 29Q: 3 clusters Score -158454.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -158467.828125 Penalty: 3461.656006
	Iteration 30Q: 3 clusters Score -158467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158473.562500 Penalty: 3461.656006
	Iteration 31Q: 3 clusters Score -158473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158479.906250 Penalty: 3461.656006
	Iteration 32Q: 3 clusters Score -158479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158485.046875 Penalty: 3461.656006
	Iteration 33Q: 3 clusters Score -158485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -158485.968750 Penalty: 3461.656006
	Iteration 34Q: 3 clusters Score -158486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -158487.203125 Penalty: 3461.656006
	Iteration 35Q: 3 clusters Score -158487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158489.687500 Penalty: 3461.656006
	Iteration 36Q: 3 clusters Score -158489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158494.078125 Penalty: 3461.656006
	Iteration 37Q: 3 clusters Score -158494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158499.984375 Penalty: 3461.656006
	Iteration 38Q: 3 clusters Score -158500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158503.031250 Penalty: 3461.656006
	Iteration 39Q: 3 clusters Score -158503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158506.578125 Penalty: 3461.656006
	Iteration 40F: 3 clusters Score -158506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158511.203125 Penalty: 3461.656006
	Iteration 41Q: 3 clusters Score -158511.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158524.937500 Penalty: 3461.656006
	Iteration 42Q: 3 clusters Score -158524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158532.937500 Penalty: 3461.656006
	Iteration 43Q: 3 clusters Score -158532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158538.718750 Penalty: 3461.656006
	Iteration 44Q: 3 clusters Score -158538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158540.546875 Penalty: 3461.656006
	Iteration 45Q: 3 clusters Score -158540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158542.968750 Penalty: 3461.656006
	Iteration 46Q: 3 clusters Score -158543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158543.406250 Penalty: 3461.656006
	Iteration 47Q: 3 clusters Score -158543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158546.375000 Penalty: 3461.656006
	Iteration 48Q: 3 clusters Score -158546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158550.093750 Penalty: 3461.656006
	Iteration 49Q: 3 clusters Score -158550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158553.343750 Penalty: 3461.656006
	Iteration 50Q: 3 clusters Score -158553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158554.046875 Penalty: 3461.656006
	Iteration 51Q: 3 clusters Score -158554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158554.046875 Penalty: 3461.656006
	Iteration 52F: 3 clusters Score -158554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -242074.984375 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -242075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -239741.125000 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -239741.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -240305.250000 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -240305.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240675.328125 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -240675.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -241054.218750 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -241054.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -241514.250000 Penalty: 3665.530029
	Iteration 4F: 3 clusters Score -241514.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -242010.062500 Penalty: 3665.530029
	Iteration 5F: 3 clusters Score -242010.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242356.984375 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -242357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -242455.187500 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -242455.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -242537.171875 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -242537.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242640.609375 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -242640.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -242806.875000 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -242806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -242914.203125 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -242914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242924.734375 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -242924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242929.171875 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -242929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242931.328125 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -242931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -242933.156250 Penalty: 3665.530029
	Iteration 15Q: 3 clusters Score -242933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -242934.937500 Penalty: 3665.530029
	Iteration 16Q: 3 clusters Score -242934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -242938.406250 Penalty: 3665.530029
	Iteration 17Q: 3 clusters Score -242938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242947.218750 Penalty: 3665.530029
	Iteration 18Q: 3 clusters Score -242947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242960.687500 Penalty: 3665.530029
	Iteration 19Q: 3 clusters Score -242960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -242977.125000 Penalty: 3665.530029
	Iteration 20F: 3 clusters Score -242977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -243014.484375 Penalty: 3665.530029
	Iteration 21Q: 3 clusters Score -243014.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -243141.421875 Penalty: 3665.530029
	Iteration 22Q: 3 clusters Score -243141.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -243604.968750 Penalty: 3665.530029
	Iteration 23Q: 3 clusters Score -243605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -243673.250000 Penalty: 3665.530029
	Iteration 24Q: 3 clusters Score -243673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -243693.406250 Penalty: 3665.530029
	Iteration 25Q: 3 clusters Score -243693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -243696.843750 Penalty: 3665.530029
	Iteration 26Q: 3 clusters Score -243696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -243697.593750 Penalty: 3665.530029
	Iteration 27Q: 3 clusters Score -243697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -243697.593750 Penalty: 3665.530029
	Iteration 28F: 3 clusters Score -243697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 879 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
Score: -120392120.000000 Penalty: 144891.109375
Splitting cluster 28 changes total score from -120391824.000000 to -120392120.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -68485.359375 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -68485.36 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 231 members 
Entering Unmasked Estep 
Score: -67001.671875 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -67001.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67145.406250 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -67145.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67206.523438 Penalty: 3047.516113
	Iteration 2Q: 3 clusters Score -67206.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67238.671875 Penalty: 3047.516113
	Iteration 3Q: 3 clusters Score -67238.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67247.359375 Penalty: 3047.516113
	Iteration 4Q: 3 clusters Score -67247.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67251.281250 Penalty: 3047.516113
	Iteration 5Q: 3 clusters Score -67251.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67254.781250 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -67254.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67257.375000 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -67257.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67260.640625 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -67260.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -67264.109375 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -67264.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -67264.109375 Penalty: 3047.516113
	Iteration 10F: 3 clusters Score -67264.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -195085.531250 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -195085.5 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 736 members 
Entering Unmasked Estep 
Score: -192938.406250 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -192938.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -193486.640625 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -193486.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193753.281250 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -193753.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -193930.484375 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -193930.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194121.234375 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -194121.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -194266.640625 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -194266.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -194332.968750 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -194333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -194374.937500 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -194374.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -194410.734375 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -194410.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194432.953125 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -194433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194443.109375 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -194443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -194451.609375 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -194451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -194459.734375 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -194459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -194465.296875 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -194465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194469.390625 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -194469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194469.390625 Penalty: 3603.653076
	Iteration 15F: 3 clusters Score -194469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (63112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Entering Unmasked Estep 
Score: -9756387.000000 Penalty: 2741.061279
	Iteration 0F: 2 clusters Score -9756387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -9713994.000000 Penalty: 5482.122559
	Iteration 0F: 3 clusters Score -9713994 nChanged 29579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -9730468.000000 Penalty: 5482.122559
	Iteration 1F: 3 clusters Score -9730468 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -9731352.000000 Penalty: 5482.122559
	Iteration 2Q: 3 clusters Score -9731352 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9732520.000000 Penalty: 5482.122559
	Iteration 3Q: 3 clusters Score -9732520 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -9734057.000000 Penalty: 5482.122559
	Iteration 4F: 3 clusters Score -9734057 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9736332.000000 Penalty: 5482.122559
	Iteration 5F: 3 clusters Score -9736332 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -9739792.000000 Penalty: 5482.122559
	Iteration 6F: 3 clusters Score -9739792 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -9744094.000000 Penalty: 5482.122559
	Iteration 7F: 3 clusters Score -9744094 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -9748125.000000 Penalty: 5482.122559
	Iteration 8F: 3 clusters Score -9748125 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9751002.000000 Penalty: 5482.122559
	Iteration 9Q: 3 clusters Score -9751002 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9752576.000000 Penalty: 5482.122559
	Iteration 10Q: 3 clusters Score -9752576 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9753291.000000 Penalty: 5482.122559
	Iteration 11Q: 3 clusters Score -9753291 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9753575.000000 Penalty: 5482.122559
	Iteration 12Q: 3 clusters Score -9753575 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9753787.000000 Penalty: 5482.122559
	Iteration 13Q: 3 clusters Score -9753787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9753883.000000 Penalty: 5482.122559
	Iteration 14Q: 3 clusters Score -9753883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9753933.000000 Penalty: 5482.122559
	Iteration 15Q: 3 clusters Score -9753933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9753955.000000 Penalty: 5482.122559
	Iteration 16Q: 3 clusters Score -9753955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9753964.000000 Penalty: 5482.122559
	Iteration 17Q: 3 clusters Score -9753964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9753989.000000 Penalty: 5482.122559
	Iteration 18Q: 3 clusters Score -9753989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9754000.000000 Penalty: 5482.122559
	Iteration 19Q: 3 clusters Score -9754000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9754018.000000 Penalty: 5482.122559
	Iteration 20F: 3 clusters Score -9754018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9754028.000000 Penalty: 5482.122559
	Iteration 21Q: 3 clusters Score -9754028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9754035.000000 Penalty: 5482.122559
	Iteration 22Q: 3 clusters Score -9754035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9754038.000000 Penalty: 5482.122559
	Iteration 23Q: 3 clusters Score -9754038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9754038.000000 Penalty: 5482.122559
	Iteration 24Q: 3 clusters Score -9754038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9754048.000000 Penalty: 5482.122559
	Iteration 25Q: 3 clusters Score -9754048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9754055.000000 Penalty: 5482.122559
	Iteration 26Q: 3 clusters Score -9754055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9754059.000000 Penalty: 5482.122559
	Iteration 27Q: 3 clusters Score -9754059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9754059.000000 Penalty: 5482.122559
	Iteration 28Q: 3 clusters Score -9754059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9754062.000000 Penalty: 5482.122559
	Iteration 29Q: 3 clusters Score -9754062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9754069.000000 Penalty: 5482.122559
	Iteration 30Q: 3 clusters Score -9754069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9754074.000000 Penalty: 5482.122559
	Iteration 31Q: 3 clusters Score -9754074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9754079.000000 Penalty: 5482.122559
	Iteration 32Q: 3 clusters Score -9754079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9754081.000000 Penalty: 5482.122559
	Iteration 33Q: 3 clusters Score -9754081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9754080.000000 Penalty: 5482.122559
	Iteration 34Q: 3 clusters Score -9754080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9754080.000000 Penalty: 5482.122559
	Iteration 35F: 3 clusters Score -9754080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Entering Unmasked Estep 
Score: -8027059.000000 Penalty: 2687.021729
	Iteration 0F: 2 clusters Score -8027059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7993010.500000 Penalty: 5374.043457
	Iteration 0F: 3 clusters Score -7993010 nChanged 23230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -8006519.000000 Penalty: 5374.043457
	Iteration 1F: 3 clusters Score -8006519 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -8007487.500000 Penalty: 5374.043457
	Iteration 2Q: 3 clusters Score -8007488 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -8008576.000000 Penalty: 5374.043457
	Iteration 3Q: 3 clusters Score -8008576 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -8009905.000000 Penalty: 5374.043457
	Iteration 4Q: 3 clusters Score -8009905 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -8011479.500000 Penalty: 5374.043457
	Iteration 5F: 3 clusters Score -8011480 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -8013415.500000 Penalty: 5374.043457
	Iteration 6F: 3 clusters Score -8013416 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -8015397.000000 Penalty: 5374.043457
	Iteration 7F: 3 clusters Score -8015397 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -8017290.500000 Penalty: 5374.043457
	Iteration 8F: 3 clusters Score -8017290 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -8018837.500000 Penalty: 5374.043457
	Iteration 9F: 3 clusters Score -8018838 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8020002.500000 Penalty: 5374.043457
	Iteration 10Q: 3 clusters Score -8020002 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -8020749.000000 Penalty: 5374.043457
	Iteration 11Q: 3 clusters Score -8020749 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8021273.500000 Penalty: 5374.043457
	Iteration 12Q: 3 clusters Score -8021274 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8021583.000000 Penalty: 5374.043457
	Iteration 13Q: 3 clusters Score -8021583 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -8021756.000000 Penalty: 5374.043457
	Iteration 14Q: 3 clusters Score -8021756 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -8021911.500000 Penalty: 5374.043457
	Iteration 15Q: 3 clusters Score -8021912 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -8022081.500000 Penalty: 5374.043457
	Iteration 16Q: 3 clusters Score -8022082 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8022216.500000 Penalty: 5374.043457
	Iteration 17Q: 3 clusters Score -8022216 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8022385.500000 Penalty: 5374.043457
	Iteration 18Q: 3 clusters Score -8022386 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8022503.500000 Penalty: 5374.043457
	Iteration 19Q: 3 clusters Score -8022504 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8022606.500000 Penalty: 5374.043457
	Iteration 20F: 3 clusters Score -8022606 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8022679.500000 Penalty: 5374.043457
	Iteration 21Q: 3 clusters Score -8022680 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -8022761.000000 Penalty: 5374.043457
	Iteration 22Q: 3 clusters Score -8022761 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -8022805.500000 Penalty: 5374.043457
	Iteration 23Q: 3 clusters Score -8022806 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8022884.500000 Penalty: 5374.043457
	Iteration 24Q: 3 clusters Score -8022884 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8022942.000000 Penalty: 5374.043457
	Iteration 25Q: 3 clusters Score -8022942 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -8023002.000000 Penalty: 5374.043457
	Iteration 26Q: 3 clusters Score -8023002 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -8023048.500000 Penalty: 5374.043457
	Iteration 27Q: 3 clusters Score -8023048 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8023083.000000 Penalty: 5374.043457
	Iteration 28Q: 3 clusters Score -8023083 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -8023131.000000 Penalty: 5374.043457
	Iteration 29Q: 3 clusters Score -8023131 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -8023168.500000 Penalty: 5374.043457
	Iteration 30Q: 3 clusters Score -8023168 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -8023200.500000 Penalty: 5374.043457
	Iteration 31Q: 3 clusters Score -8023200 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -8023244.500000 Penalty: 5374.043457
	Iteration 32Q: 3 clusters Score -8023244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -8023282.500000 Penalty: 5374.043457
	Iteration 33Q: 3 clusters Score -8023282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -8023325.000000 Penalty: 5374.043457
	Iteration 34Q: 3 clusters Score -8023325 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -8023341.000000 Penalty: 5374.043457
	Iteration 35Q: 3 clusters Score -8023341 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -8023331.500000 Penalty: 5374.043457
	Iteration 36Q: 3 clusters Score -8023332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -8023367.000000 Penalty: 5374.043457
	Iteration 37Q: 3 clusters Score -8023367 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -8023417.000000 Penalty: 5374.043457
	Iteration 38Q: 3 clusters Score -8023417 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -8023412.000000 Penalty: 5374.043457
	Iteration 39Q: 3 clusters Score -8023412 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8023448.500000 Penalty: 5374.043457
	Iteration 40F: 3 clusters Score -8023448 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -8023466.500000 Penalty: 5374.043457
	Iteration 41Q: 3 clusters Score -8023466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -8023489.500000 Penalty: 5374.043457
	Iteration 42Q: 3 clusters Score -8023490 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -8023517.000000 Penalty: 5374.043457
	Iteration 43Q: 3 clusters Score -8023517 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -8023576.500000 Penalty: 5374.043457
	Iteration 44Q: 3 clusters Score -8023576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -8023606.500000 Penalty: 5374.043457
	Iteration 45Q: 3 clusters Score -8023606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -8023644.500000 Penalty: 5374.043457
	Iteration 46Q: 3 clusters Score -8023644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -8023652.500000 Penalty: 5374.043457
	Iteration 47Q: 3 clusters Score -8023652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8023697.000000 Penalty: 5374.043457
	Iteration 48Q: 3 clusters Score -8023697 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -8023705.500000 Penalty: 5374.043457
	Iteration 49Q: 3 clusters Score -8023706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -8023713.500000 Penalty: 5374.043457
	Iteration 50Q: 3 clusters Score -8023714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8023732.000000 Penalty: 5374.043457
	Iteration 51Q: 3 clusters Score -8023732 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -8023724.000000 Penalty: 5374.043457
	Iteration 52Q: 3 clusters Score -8023724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -8023739.000000 Penalty: 5374.043457
	Iteration 53Q: 3 clusters Score -8023739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -8023750.500000 Penalty: 5374.043457
	Iteration 54Q: 3 clusters Score -8023750 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -8023778.500000 Penalty: 5374.043457
	Iteration 55Q: 3 clusters Score -8023778 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -8023839.500000 Penalty: 5374.043457
	Iteration 56Q: 3 clusters Score -8023840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -8023875.500000 Penalty: 5374.043457
	Iteration 57Q: 3 clusters Score -8023876 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -8023894.500000 Penalty: 5374.043457
	Iteration 58Q: 3 clusters Score -8023894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -8023915.500000 Penalty: 5374.043457
	Iteration 59Q: 3 clusters Score -8023916 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -8023940.500000 Penalty: 5374.043457
	Iteration 60F: 3 clusters Score -8023940 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -8023973.000000 Penalty: 5374.043457
	Iteration 61Q: 3 clusters Score -8023973 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -8023987.500000 Penalty: 5374.043457
	Iteration 62Q: 3 clusters Score -8023988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -8024008.000000 Penalty: 5374.043457
	Iteration 63Q: 3 clusters Score -8024008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8024044.000000 Penalty: 5374.043457
	Iteration 64Q: 3 clusters Score -8024044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -8024061.000000 Penalty: 5374.043457
	Iteration 65Q: 3 clusters Score -8024061 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8024068.000000 Penalty: 5374.043457
	Iteration 66Q: 3 clusters Score -8024068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -8024088.500000 Penalty: 5374.043457
	Iteration 67Q: 3 clusters Score -8024088 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -8024103.000000 Penalty: 5374.043457
	Iteration 68Q: 3 clusters Score -8024103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8024125.500000 Penalty: 5374.043457
	Iteration 69Q: 3 clusters Score -8024126 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -8024130.500000 Penalty: 5374.043457
	Iteration 70Q: 3 clusters Score -8024130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -8024152.500000 Penalty: 5374.043457
	Iteration 71Q: 3 clusters Score -8024152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8024170.500000 Penalty: 5374.043457
	Iteration 72Q: 3 clusters Score -8024170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -8024188.000000 Penalty: 5374.043457
	Iteration 73Q: 3 clusters Score -8024188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -8024205.500000 Penalty: 5374.043457
	Iteration 74Q: 3 clusters Score -8024206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -8024208.500000 Penalty: 5374.043457
	Iteration 75Q: 3 clusters Score -8024208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -8024246.000000 Penalty: 5374.043457
	Iteration 76Q: 3 clusters Score -8024246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -8024242.000000 Penalty: 5374.043457
	Iteration 77Q: 3 clusters Score -8024242 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -8024236.000000 Penalty: 5374.043457
	Iteration 78Q: 3 clusters Score -8024236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -8024233.500000 Penalty: 5374.043457
	Iteration 79Q: 3 clusters Score -8024234 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8024256.000000 Penalty: 5374.043457
	Iteration 80F: 3 clusters Score -8024256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -8024287.500000 Penalty: 5374.043457
	Iteration 81Q: 3 clusters Score -8024288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -8024316.500000 Penalty: 5374.043457
	Iteration 82Q: 3 clusters Score -8024316 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -8024320.000000 Penalty: 5374.043457
	Iteration 83Q: 3 clusters Score -8024320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8024328.000000 Penalty: 5374.043457
	Iteration 84Q: 3 clusters Score -8024328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -8024351.000000 Penalty: 5374.043457
	Iteration 85Q: 3 clusters Score -8024351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -8024369.500000 Penalty: 5374.043457
	Iteration 86Q: 3 clusters Score -8024370 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8024392.500000 Penalty: 5374.043457
	Iteration 87Q: 3 clusters Score -8024392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -8024398.000000 Penalty: 5374.043457
	Iteration 88Q: 3 clusters Score -8024398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8024419.000000 Penalty: 5374.043457
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Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43044 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8024526 nChanged 71
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7223 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8024624 nChanged 60
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Mstep: Class 2 contains 6968 members 
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Mstep: Class 1 contains 43831 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8024656 nChanged 45
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	Iteration 131Q: 3 clusters Score -8024680 nChanged 12
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	Iteration 136Q: 3 clusters Score -8024682 nChanged 13
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	Iteration 137Q: 3 clusters Score -8024686 nChanged 22
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8024684 nChanged 28
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	Iteration 139Q: 3 clusters Score -8024696 nChanged 29
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	Iteration 140F: 3 clusters Score -8024693 nChanged 27
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	Iteration 142Q: 3 clusters Score -8024684 nChanged 24
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	Iteration 143Q: 3 clusters Score -8024688 nChanged 24
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	Iteration 148Q: 3 clusters Score -8024700 nChanged 26
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	Iteration 149Q: 3 clusters Score -8024714 nChanged 26
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	Iteration 151Q: 3 clusters Score -8024705 nChanged 19
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	Iteration 152Q: 3 clusters Score -8024700 nChanged 22
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	Iteration 154Q: 3 clusters Score -8024718 nChanged 26
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	Iteration 155Q: 3 clusters Score -8024720 nChanged 29
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	Iteration 156Q: 3 clusters Score -8024722 nChanged 24
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	Iteration 158Q: 3 clusters Score -8024734 nChanged 22
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	Iteration 159Q: 3 clusters Score -8024728 nChanged 27
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	Iteration 160F: 3 clusters Score -8024728 nChanged 22
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	Iteration 161Q: 3 clusters Score -8024727 nChanged 25
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	Iteration 162Q: 3 clusters Score -8024738 nChanged 24
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	Iteration 163Q: 3 clusters Score -8024733 nChanged 25
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	Iteration 164Q: 3 clusters Score -8024742 nChanged 26
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	Iteration 165Q: 3 clusters Score -8024747 nChanged 37
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	Iteration 166Q: 3 clusters Score -8024742 nChanged 28
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	Iteration 168Q: 3 clusters Score -8024757 nChanged 35
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	Iteration 169Q: 3 clusters Score -8024767 nChanged 33
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	Iteration 170Q: 3 clusters Score -8024770 nChanged 31
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	Iteration 172Q: 3 clusters Score -8024756 nChanged 21
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	Iteration 174Q: 3 clusters Score -8024751 nChanged 17
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	Iteration 175Q: 3 clusters Score -8024758 nChanged 15
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	Iteration 177Q: 3 clusters Score -8024764 nChanged 16
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	Iteration 179Q: 3 clusters Score -8024768 nChanged 27
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	Iteration 180F: 3 clusters Score -8024782 nChanged 27
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	Iteration 181Q: 3 clusters Score -8024794 nChanged 22
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Entering Unmasked Estep 
Score: -8024784.000000 Penalty: 5374.043457
	Iteration 182Q: 3 clusters Score -8024784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8024770.500000 Penalty: 5374.043457
	Iteration 183Q: 3 clusters Score -8024770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8024774.500000 Penalty: 5374.043457
	Iteration 184Q: 3 clusters Score -8024774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -8024780.000000 Penalty: 5374.043457
	Iteration 185Q: 3 clusters Score -8024780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8024784.000000 Penalty: 5374.043457
	Iteration 186Q: 3 clusters Score -8024784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -8024790.500000 Penalty: 5374.043457
	Iteration 187Q: 3 clusters Score -8024790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8024787.500000 Penalty: 5374.043457
	Iteration 188Q: 3 clusters Score -8024788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8024785.500000 Penalty: 5374.043457
	Iteration 189Q: 3 clusters Score -8024786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -8024796.500000 Penalty: 5374.043457
	Iteration 190Q: 3 clusters Score -8024796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -8024801.500000 Penalty: 5374.043457
	Iteration 191Q: 3 clusters Score -8024802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8024796.500000 Penalty: 5374.043457
	Iteration 192Q: 3 clusters Score -8024796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8024800.000000 Penalty: 5374.043457
	Iteration 193Q: 3 clusters Score -8024800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8024790.500000 Penalty: 5374.043457
	Iteration 194Q: 3 clusters Score -8024790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8024796.000000 Penalty: 5374.043457
	Iteration 195Q: 3 clusters Score -8024796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -8024796.500000 Penalty: 5374.043457
	Iteration 196Q: 3 clusters Score -8024796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8024793.500000 Penalty: 5374.043457
	Iteration 197Q: 3 clusters Score -8024794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8024800.500000 Penalty: 5374.043457
	Iteration 198Q: 3 clusters Score -8024800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -8024797.000000 Penalty: 5374.043457
	Iteration 199Q: 3 clusters Score -8024797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -8024795.500000 Penalty: 5374.043457
	Iteration 200F: 3 clusters Score -8024796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8024797.000000 Penalty: 5374.043457
	Iteration 201Q: 3 clusters Score -8024797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8024794.000000 Penalty: 5374.043457
	Iteration 202Q: 3 clusters Score -8024794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -8024790.500000 Penalty: 5374.043457
	Iteration 203Q: 3 clusters Score -8024790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8024794.500000 Penalty: 5374.043457
	Iteration 204Q: 3 clusters Score -8024794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8024800.000000 Penalty: 5374.043457
	Iteration 205Q: 3 clusters Score -8024800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8024807.000000 Penalty: 5374.043457
	Iteration 206Q: 3 clusters Score -8024807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8024807.500000 Penalty: 5374.043457
	Iteration 207Q: 3 clusters Score -8024808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8024805.000000 Penalty: 5374.043457
	Iteration 208Q: 3 clusters Score -8024805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -8024814.000000 Penalty: 5374.043457
	Iteration 209Q: 3 clusters Score -8024814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8024812.000000 Penalty: 5374.043457
	Iteration 210Q: 3 clusters Score -8024812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8024813.500000 Penalty: 5374.043457
	Iteration 211Q: 3 clusters Score -8024814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8024811.000000 Penalty: 5374.043457
	Iteration 212Q: 3 clusters Score -8024811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8024814.500000 Penalty: 5374.043457
	Iteration 213Q: 3 clusters Score -8024814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8024813.500000 Penalty: 5374.043457
	Iteration 214Q: 3 clusters Score -8024814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8024820.500000 Penalty: 5374.043457
	Iteration 215Q: 3 clusters Score -8024820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -8024816.000000 Penalty: 5374.043457
	Iteration 216Q: 3 clusters Score -8024816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8024823.000000 Penalty: 5374.043457
	Iteration 217Q: 3 clusters Score -8024823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8024824.000000 Penalty: 5374.043457
	Iteration 218Q: 3 clusters Score -8024824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8024828.000000 Penalty: 5374.043457
	Iteration 219Q: 3 clusters Score -8024828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8024828.000000 Penalty: 5374.043457
	Iteration 220F: 3 clusters Score -8024828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8024829.000000 Penalty: 5374.043457
	Iteration 221Q: 3 clusters Score -8024829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -8024828.500000 Penalty: 5374.043457
	Iteration 222Q: 3 clusters Score -8024828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -8024832.000000 Penalty: 5374.043457
	Iteration 223Q: 3 clusters Score -8024832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8024829.500000 Penalty: 5374.043457
	Iteration 224Q: 3 clusters Score -8024830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8024823.000000 Penalty: 5374.043457
	Iteration 225Q: 3 clusters Score -8024823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8024822.000000 Penalty: 5374.043457
	Iteration 226Q: 3 clusters Score -8024822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8024822.000000 Penalty: 5374.043457
	Iteration 227F: 3 clusters Score -8024822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -90444.046875 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -90444.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88898.148438 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -88898.15 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89230.546875 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -89230.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89393.343750 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -89393.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89544.875000 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -89544.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89661.468750 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -89661.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89764.875000 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -89764.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89933.382812 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -89933.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90079.945312 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -90079.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90131.476562 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -90131.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90172.398438 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -90172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90185.742188 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -90185.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90200.992188 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -90200.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90204.632812 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -90204.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90208.312500 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -90208.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90212.796875 Penalty: 3251.457031
	Iteration 14F: 3 clusters Score -90212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90317.656250 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -90317.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90535.734375 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -90535.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90666.835938 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -90666.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90683.062500 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -90683.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90699.273438 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -90699.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90725.781250 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -90725.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90760.070312 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -90760.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90766.507812 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -90766.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90770.304688 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -90770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90773.820312 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -90773.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90774.757812 Penalty: 3251.457031
	Iteration 25Q: 3 clusters Score -90774.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90774.757812 Penalty: 3251.457031
	Iteration 26F: 3 clusters Score -90774.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 879 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 741 members 
Mstep: Class 44 contains 335 members 
Entering Unmasked Estep 
Score: -120390736.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120391824.000000 to -120390736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (20820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Entering Unmasked Estep 
Score: -3259514.500000 Penalty: 2466.030029
	Iteration 0F: 2 clusters Score -3259514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3244991.000000 Penalty: 4932.060059
	Iteration 0F: 3 clusters Score -3244991 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3250006.500000 Penalty: 4932.060059
	Iteration 1F: 3 clusters Score -3250006 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3250423.250000 Penalty: 4932.060059
	Iteration 2F: 3 clusters Score -3250423 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3250759.000000 Penalty: 4932.060059
	Iteration 3Q: 3 clusters Score -3250759 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3251029.250000 Penalty: 4932.060059
	Iteration 4Q: 3 clusters Score -3251029 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3251291.500000 Penalty: 4932.060059
	Iteration 5Q: 3 clusters Score -3251292 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3251568.750000 Penalty: 4932.060059
	Iteration 6Q: 3 clusters Score -3251569 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3251901.500000 Penalty: 4932.060059
	Iteration 7Q: 3 clusters Score -3251902 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3252317.750000 Penalty: 4932.060059
	Iteration 8Q: 3 clusters Score -3252318 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3252847.250000 Penalty: 4932.060059
	Iteration 9Q: 3 clusters Score -3252847 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3253462.750000 Penalty: 4932.060059
	Iteration 10F: 3 clusters Score -3253463 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3254071.000000 Penalty: 4932.060059
	Iteration 11F: 3 clusters Score -3254071 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3254725.000000 Penalty: 4932.060059
	Iteration 12Q: 3 clusters Score -3254725 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3255262.000000 Penalty: 4932.060059
	Iteration 13Q: 3 clusters Score -3255262 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3255762.750000 Penalty: 4932.060059
	Iteration 14Q: 3 clusters Score -3255763 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3256198.000000 Penalty: 4932.060059
	Iteration 15Q: 3 clusters Score -3256198 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3256546.000000 Penalty: 4932.060059
	Iteration 16Q: 3 clusters Score -3256546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3256772.000000 Penalty: 4932.060059
	Iteration 17Q: 3 clusters Score -3256772 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3256978.250000 Penalty: 4932.060059
	Iteration 18Q: 3 clusters Score -3256978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3257119.000000 Penalty: 4932.060059
	Iteration 19Q: 3 clusters Score -3257119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3257217.500000 Penalty: 4932.060059
	Iteration 20F: 3 clusters Score -3257218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3257277.750000 Penalty: 4932.060059
	Iteration 21Q: 3 clusters Score -3257278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3257332.250000 Penalty: 4932.060059
	Iteration 22Q: 3 clusters Score -3257332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3257372.750000 Penalty: 4932.060059
	Iteration 23Q: 3 clusters Score -3257373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3257393.500000 Penalty: 4932.060059
	Iteration 24Q: 3 clusters Score -3257394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3257414.000000 Penalty: 4932.060059
	Iteration 25Q: 3 clusters Score -3257414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3257440.500000 Penalty: 4932.060059
	Iteration 26Q: 3 clusters Score -3257440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3257443.000000 Penalty: 4932.060059
	Iteration 27Q: 3 clusters Score -3257443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3257442.250000 Penalty: 4932.060059
	Iteration 28Q: 3 clusters Score -3257442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3257448.500000 Penalty: 4932.060059
	Iteration 29Q: 3 clusters Score -3257448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3257453.750000 Penalty: 4932.060059
	Iteration 30Q: 3 clusters Score -3257454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3257461.750000 Penalty: 4932.060059
	Iteration 31Q: 3 clusters Score -3257462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3257462.250000 Penalty: 4932.060059
	Iteration 32Q: 3 clusters Score -3257462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3257465.750000 Penalty: 4932.060059
	Iteration 33Q: 3 clusters Score -3257466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3257465.500000 Penalty: 4932.060059
	Iteration 34Q: 3 clusters Score -3257466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3257465.500000 Penalty: 4932.060059
	Iteration 35F: 3 clusters Score -3257466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -456349.875000 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -456349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -453074.125000 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -453074.1 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -453930.937500 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -453930.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -454352.468750 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -454352.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -454802.625000 Penalty: 3989.498047
	Iteration 3F: 3 clusters Score -454802.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -455254.312500 Penalty: 3989.498047
	Iteration 4F: 3 clusters Score -455254.3 nChanged 220
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: -455567.718750 Penalty: 3989.498047
	Iteration 5F: 3 clusters Score -455567.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -455753.000000 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -455753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -455825.281250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -455825.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -455887.218750 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -455887.2 nChanged 49
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: -455920.500000 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -455920.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -455943.812500 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -455943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -455956.437500 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -455956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -455959.875000 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -455959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -455963.281250 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -455963.3 nChanged 4
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: -455965.656250 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -455965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455968.187500 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -455968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -455971.906250 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -455971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -455979.062500 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -455979.1 nChanged 5
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: -455985.593750 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -455985.6 nChanged 9
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: -455996.125000 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -455996.1 nChanged 11
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: -456007.218750 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -456007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456014.468750 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -456014.5 nChanged 9
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: -456020.343750 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -456020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -456023.531250 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -456023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456023.906250 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -456023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456023.906250 Penalty: 3989.498047
	Iteration 25F: 3 clusters Score -456023.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Entering Unmasked Estep 
Score: -3070934.250000 Penalty: 2453.847656
	Iteration 0F: 2 clusters Score -3070934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3057094.750000 Penalty: 4907.695312
	Iteration 0F: 3 clusters Score -3057095 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3061896.250000 Penalty: 4907.695312
	Iteration 1F: 3 clusters Score -3061896 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3062314.000000 Penalty: 4907.695312
	Iteration 2F: 3 clusters Score -3062314 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3062652.750000 Penalty: 4907.695312
	Iteration 3Q: 3 clusters Score -3062653 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3062966.000000 Penalty: 4907.695312
	Iteration 4Q: 3 clusters Score -3062966 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3063356.750000 Penalty: 4907.695312
	Iteration 5Q: 3 clusters Score -3063357 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3063787.000000 Penalty: 4907.695312
	Iteration 6Q: 3 clusters Score -3063787 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3064264.500000 Penalty: 4907.695312
	Iteration 7Q: 3 clusters Score -3064264 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3064760.500000 Penalty: 4907.695312
	Iteration 8Q: 3 clusters Score -3064760 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3065235.000000 Penalty: 4907.695312
	Iteration 9Q: 3 clusters Score -3065235 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3065747.500000 Penalty: 4907.695312
	Iteration 10Q: 3 clusters Score -3065748 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3066259.250000 Penalty: 4907.695312
	Iteration 11Q: 3 clusters Score -3066259 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3066754.500000 Penalty: 4907.695312
	Iteration 12Q: 3 clusters Score -3066754 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3067264.000000 Penalty: 4907.695312
	Iteration 13Q: 3 clusters Score -3067264 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3067711.000000 Penalty: 4907.695312
	Iteration 14Q: 3 clusters Score -3067711 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3068124.250000 Penalty: 4907.695312
	Iteration 15Q: 3 clusters Score -3068124 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3068495.500000 Penalty: 4907.695312
	Iteration 16Q: 3 clusters Score -3068496 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3068713.500000 Penalty: 4907.695312
	Iteration 17Q: 3 clusters Score -3068714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3068839.000000 Penalty: 4907.695312
	Iteration 18Q: 3 clusters Score -3068839 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3068947.500000 Penalty: 4907.695312
	Iteration 19Q: 3 clusters Score -3068948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3069030.250000 Penalty: 4907.695312
	Iteration 20F: 3 clusters Score -3069030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3069108.750000 Penalty: 4907.695312
	Iteration 21Q: 3 clusters Score -3069109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3069144.500000 Penalty: 4907.695312
	Iteration 22Q: 3 clusters Score -3069144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3069175.500000 Penalty: 4907.695312
	Iteration 23Q: 3 clusters Score -3069176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3069188.000000 Penalty: 4907.695312
	Iteration 24Q: 3 clusters Score -3069188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3069191.000000 Penalty: 4907.695312
	Iteration 25Q: 3 clusters Score -3069191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3069203.000000 Penalty: 4907.695312
	Iteration 26Q: 3 clusters Score -3069203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3069203.500000 Penalty: 4907.695312
	Iteration 27Q: 3 clusters Score -3069204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3069207.000000 Penalty: 4907.695312
	Iteration 28Q: 3 clusters Score -3069207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3069205.250000 Penalty: 4907.695312
	Iteration 29Q: 3 clusters Score -3069205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3069207.500000 Penalty: 4907.695312
	Iteration 30Q: 3 clusters Score -3069208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3069210.500000 Penalty: 4907.695312
	Iteration 31Q: 3 clusters Score -3069210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3069214.250000 Penalty: 4907.695312
	Iteration 32Q: 3 clusters Score -3069214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3069213.000000 Penalty: 4907.695312
	Iteration 33Q: 3 clusters Score -3069213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3069212.500000 Penalty: 4907.695312
	Iteration 34Q: 3 clusters Score -3069212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3069212.500000 Penalty: 4907.695312
	Iteration 35F: 3 clusters Score -3069212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -1013715.187500 Penalty: 2188.775146
	Iteration 0F: 2 clusters Score -1013715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1007991.062500 Penalty: 4377.550293
	Iteration 0F: 3 clusters Score -1007991 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1009537.562500 Penalty: 4377.550293
	Iteration 1F: 3 clusters Score -1009538 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1009838.875000 Penalty: 4377.550293
	Iteration 2F: 3 clusters Score -1009839 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1010021.000000 Penalty: 4377.550293
	Iteration 3F: 3 clusters Score -1010021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1010173.500000 Penalty: 4377.550293
	Iteration 4Q: 3 clusters Score -1010174 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1010290.875000 Penalty: 4377.550293
	Iteration 5Q: 3 clusters Score -1010291 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1010399.750000 Penalty: 4377.550293
	Iteration 6Q: 3 clusters Score -1010400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1010489.875000 Penalty: 4377.550293
	Iteration 7Q: 3 clusters Score -1010490 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1010567.937500 Penalty: 4377.550293
	Iteration 8Q: 3 clusters Score -1010568 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1010645.500000 Penalty: 4377.550293
	Iteration 9Q: 3 clusters Score -1010646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1010720.625000 Penalty: 4377.550293
	Iteration 10Q: 3 clusters Score -1010721 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1010816.437500 Penalty: 4377.550293
	Iteration 11Q: 3 clusters Score -1010816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1010952.625000 Penalty: 4377.550293
	Iteration 12Q: 3 clusters Score -1010953 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1011110.062500 Penalty: 4377.550293
	Iteration 13Q: 3 clusters Score -1011110 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1011292.312500 Penalty: 4377.550293
	Iteration 14Q: 3 clusters Score -1011292 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1011436.250000 Penalty: 4377.550293
	Iteration 15Q: 3 clusters Score -1011436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1011566.000000 Penalty: 4377.550293
	Iteration 16Q: 3 clusters Score -1011566 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1011675.437500 Penalty: 4377.550293
	Iteration 17Q: 3 clusters Score -1011675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1011766.125000 Penalty: 4377.550293
	Iteration 18Q: 3 clusters Score -1011766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1011851.625000 Penalty: 4377.550293
	Iteration 19Q: 3 clusters Score -1011852 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1011939.250000 Penalty: 4377.550293
	Iteration 20F: 3 clusters Score -1011939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1012000.812500 Penalty: 4377.550293
	Iteration 21Q: 3 clusters Score -1012001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1012050.750000 Penalty: 4377.550293
	Iteration 22Q: 3 clusters Score -1012051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1012094.500000 Penalty: 4377.550293
	Iteration 23Q: 3 clusters Score -1012094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1012121.437500 Penalty: 4377.550293
	Iteration 24Q: 3 clusters Score -1012121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1012145.187500 Penalty: 4377.550293
	Iteration 25Q: 3 clusters Score -1012145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1012158.687500 Penalty: 4377.550293
	Iteration 26Q: 3 clusters Score -1012159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1012170.687500 Penalty: 4377.550293
	Iteration 27Q: 3 clusters Score -1012171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1012184.187500 Penalty: 4377.550293
	Iteration 28Q: 3 clusters Score -1012184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1012189.125000 Penalty: 4377.550293
	Iteration 29Q: 3 clusters Score -1012189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1012195.187500 Penalty: 4377.550293
	Iteration 30Q: 3 clusters Score -1012195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1012205.187500 Penalty: 4377.550293
	Iteration 31Q: 3 clusters Score -1012205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1012211.875000 Penalty: 4377.550293
	Iteration 32Q: 3 clusters Score -1012212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1012219.687500 Penalty: 4377.550293
	Iteration 33Q: 3 clusters Score -1012220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1012226.187500 Penalty: 4377.550293
	Iteration 34Q: 3 clusters Score -1012226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1012232.875000 Penalty: 4377.550293
	Iteration 35Q: 3 clusters Score -1012233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1012240.875000 Penalty: 4377.550293
	Iteration 36Q: 3 clusters Score -1012241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1012245.625000 Penalty: 4377.550293
	Iteration 37Q: 3 clusters Score -1012246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1012254.375000 Penalty: 4377.550293
	Iteration 38Q: 3 clusters Score -1012254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1012263.125000 Penalty: 4377.550293
	Iteration 39Q: 3 clusters Score -1012263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1012272.500000 Penalty: 4377.550293
	Iteration 40F: 3 clusters Score -1012272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1012281.687500 Penalty: 4377.550293
	Iteration 41Q: 3 clusters Score -1012282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1012285.625000 Penalty: 4377.550293
	Iteration 42Q: 3 clusters Score -1012286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1012289.375000 Penalty: 4377.550293
	Iteration 43Q: 3 clusters Score -1012289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1012294.187500 Penalty: 4377.550293
	Iteration 44Q: 3 clusters Score -1012294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1012298.812500 Penalty: 4377.550293
	Iteration 45Q: 3 clusters Score -1012299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1012300.375000 Penalty: 4377.550293
	Iteration 46Q: 3 clusters Score -1012300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1012302.562500 Penalty: 4377.550293
	Iteration 47Q: 3 clusters Score -1012303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1012304.312500 Penalty: 4377.550293
	Iteration 48Q: 3 clusters Score -1012304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1012309.437500 Penalty: 4377.550293
	Iteration 49Q: 3 clusters Score -1012309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1012312.312500 Penalty: 4377.550293
	Iteration 50Q: 3 clusters Score -1012312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1012315.812500 Penalty: 4377.550293
	Iteration 51Q: 3 clusters Score -1012316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1012318.625000 Penalty: 4377.550293
	Iteration 52Q: 3 clusters Score -1012319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1012320.312500 Penalty: 4377.550293
	Iteration 53Q: 3 clusters Score -1012320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1012324.000000 Penalty: 4377.550293
	Iteration 54Q: 3 clusters Score -1012324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012325.000000 Penalty: 4377.550293
	Iteration 55Q: 3 clusters Score -1012325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012326.062500 Penalty: 4377.550293
	Iteration 56Q: 3 clusters Score -1012326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012326.437500 Penalty: 4377.550293
	Iteration 57Q: 3 clusters Score -1012326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1012327.000000 Penalty: 4377.550293
	Iteration 58Q: 3 clusters Score -1012327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1012328.812500 Penalty: 4377.550293
	Iteration 59Q: 3 clusters Score -1012329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1012326.312500 Penalty: 4377.550293
	Iteration 60F: 3 clusters Score -1012326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1012329.625000 Penalty: 4377.550293
	Iteration 61Q: 3 clusters Score -1012330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012329.875000 Penalty: 4377.550293
	Iteration 62Q: 3 clusters Score -1012330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1012329.875000 Penalty: 4377.550293
	Iteration 63Q: 3 clusters Score -1012330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1012332.687500 Penalty: 4377.550293
	Iteration 64Q: 3 clusters Score -1012333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012334.437500 Penalty: 4377.550293
	Iteration 65Q: 3 clusters Score -1012334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1012336.750000 Penalty: 4377.550293
	Iteration 66Q: 3 clusters Score -1012337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012338.687500 Penalty: 4377.550293
	Iteration 67Q: 3 clusters Score -1012339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012339.187500 Penalty: 4377.550293
	Iteration 68Q: 3 clusters Score -1012339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012339.187500 Penalty: 4377.550293
	Iteration 69Q: 3 clusters Score -1012339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1012339.000000 Penalty: 4377.550293
	Iteration 70Q: 3 clusters Score -1012339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012339.437500 Penalty: 4377.550293
	Iteration 71Q: 3 clusters Score -1012339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1012339.437500 Penalty: 4377.550293
	Iteration 72F: 3 clusters Score -1012339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1000647.437500 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -1000647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -995148.500000 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -995148.5 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -996801.125000 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -996801.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -997165.687500 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -997165.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -997453.625000 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -997453.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -997688.312500 Penalty: 4373.085449
	Iteration 4F: 3 clusters Score -997688.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -997881.562500 Penalty: 4373.085449
	Iteration 5Q: 3 clusters Score -997881.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -998030.625000 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -998030.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -998142.750000 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -998142.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -998259.437500 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -998259.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -998380.062500 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -998380.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -998495.687500 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -998495.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -998615.062500 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -998615.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -998738.562500 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -998738.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -998875.937500 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -998875.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -998975.125000 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -998975.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -999038.875000 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -999038.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -999091.125000 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -999091.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -999153.125000 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -999153.1 nChanged 101
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: -999213.625000 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -999213.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -999250.312500 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -999250.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -999289.812500 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -999289.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -999314.687500 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -999314.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -999333.250000 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -999333.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -999348.250000 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -999348.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -999357.750000 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -999357.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -999367.500000 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -999367.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -999385.625000 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -999385.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -999396.625000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -999396.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -999419.937500 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -999419.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -999438.500000 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -999438.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -999459.000000 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -999459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -999489.687500 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -999489.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -999524.750000 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -999524.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -999562.000000 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -999562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -999598.375000 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -999598.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -999615.687500 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -999615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -999632.062500 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -999632.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -999650.875000 Penalty: 4373.085449
	Iteration 37Q: 3 clusters Score -999650.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -999681.312500 Penalty: 4373.085449
	Iteration 38Q: 3 clusters Score -999681.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -999716.937500 Penalty: 4373.085449
	Iteration 39Q: 3 clusters Score -999716.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -999760.000000 Penalty: 4373.085449
	Iteration 40F: 3 clusters Score -999760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -999814.937500 Penalty: 4373.085449
	Iteration 41Q: 3 clusters Score -999814.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -999864.312500 Penalty: 4373.085449
	Iteration 42Q: 3 clusters Score -999864.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -999908.000000 Penalty: 4373.085449
	Iteration 43Q: 3 clusters Score -999908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -999965.812500 Penalty: 4373.085449
	Iteration 44Q: 3 clusters Score -999965.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1000034.625000 Penalty: 4373.085449
	Iteration 45Q: 3 clusters Score -1000035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1000104.125000 Penalty: 4373.085449
	Iteration 46Q: 3 clusters Score -1000104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1000177.187500 Penalty: 4373.085449
	Iteration 47Q: 3 clusters Score -1000177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1000231.000000 Penalty: 4373.085449
	Iteration 48Q: 3 clusters Score -1000231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1000278.437500 Penalty: 4373.085449
	Iteration 49Q: 3 clusters Score -1000278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1000303.562500 Penalty: 4373.085449
	Iteration 50Q: 3 clusters Score -1000304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1000316.562500 Penalty: 4373.085449
	Iteration 51Q: 3 clusters Score -1000317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1000326.375000 Penalty: 4373.085449
	Iteration 52Q: 3 clusters Score -1000326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1000330.812500 Penalty: 4373.085449
	Iteration 53Q: 3 clusters Score -1000331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1000338.312500 Penalty: 4373.085449
	Iteration 54Q: 3 clusters Score -1000338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1000341.187500 Penalty: 4373.085449
	Iteration 55Q: 3 clusters Score -1000341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1000345.312500 Penalty: 4373.085449
	Iteration 56Q: 3 clusters Score -1000345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1000349.875000 Penalty: 4373.085449
	Iteration 57Q: 3 clusters Score -1000350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1000351.250000 Penalty: 4373.085449
	Iteration 58Q: 3 clusters Score -1000351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1000352.750000 Penalty: 4373.085449
	Iteration 59Q: 3 clusters Score -1000353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1000354.000000 Penalty: 4373.085449
	Iteration 60F: 3 clusters Score -1000354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1000353.500000 Penalty: 4373.085449
	Iteration 61Q: 3 clusters Score -1000354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1000354.250000 Penalty: 4373.085449
	Iteration 62Q: 3 clusters Score -1000354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1000354.250000 Penalty: 4373.085449
	Iteration 63F: 3 clusters Score -1000354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -938304.687500 Penalty: 2164.649658
	Iteration 0F: 2 clusters Score -938304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -933015.187500 Penalty: 4329.299316
	Iteration 0F: 3 clusters Score -933015.2 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -934342.937500 Penalty: 4329.299316
	Iteration 1F: 3 clusters Score -934342.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -934614.937500 Penalty: 4329.299316
	Iteration 2F: 3 clusters Score -934614.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -934833.125000 Penalty: 4329.299316
	Iteration 3F: 3 clusters Score -934833.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -935030.125000 Penalty: 4329.299316
	Iteration 4Q: 3 clusters Score -935030.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -935236.500000 Penalty: 4329.299316
	Iteration 5Q: 3 clusters Score -935236.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -935423.750000 Penalty: 4329.299316
	Iteration 6Q: 3 clusters Score -935423.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -935605.875000 Penalty: 4329.299316
	Iteration 7Q: 3 clusters Score -935605.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -935818.750000 Penalty: 4329.299316
	Iteration 8Q: 3 clusters Score -935818.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -936025.250000 Penalty: 4329.299316
	Iteration 9Q: 3 clusters Score -936025.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -936208.000000 Penalty: 4329.299316
	Iteration 10Q: 3 clusters Score -936208 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -936379.187500 Penalty: 4329.299316
	Iteration 11Q: 3 clusters Score -936379.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -936543.125000 Penalty: 4329.299316
	Iteration 12Q: 3 clusters Score -936543.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -936661.687500 Penalty: 4329.299316
	Iteration 13Q: 3 clusters Score -936661.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -936748.812500 Penalty: 4329.299316
	Iteration 14Q: 3 clusters Score -936748.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -936809.312500 Penalty: 4329.299316
	Iteration 15Q: 3 clusters Score -936809.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -936851.875000 Penalty: 4329.299316
	Iteration 16Q: 3 clusters Score -936851.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -936881.687500 Penalty: 4329.299316
	Iteration 17Q: 3 clusters Score -936881.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -936901.125000 Penalty: 4329.299316
	Iteration 18Q: 3 clusters Score -936901.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -936911.250000 Penalty: 4329.299316
	Iteration 19Q: 3 clusters Score -936911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -936920.125000 Penalty: 4329.299316
	Iteration 20F: 3 clusters Score -936920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -936926.812500 Penalty: 4329.299316
	Iteration 21Q: 3 clusters Score -936926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -936931.750000 Penalty: 4329.299316
	Iteration 22Q: 3 clusters Score -936931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -936936.625000 Penalty: 4329.299316
	Iteration 23Q: 3 clusters Score -936936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -936938.937500 Penalty: 4329.299316
	Iteration 24Q: 3 clusters Score -936938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -936941.687500 Penalty: 4329.299316
	Iteration 25Q: 3 clusters Score -936941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -936945.250000 Penalty: 4329.299316
	Iteration 26Q: 3 clusters Score -936945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -936943.000000 Penalty: 4329.299316
	Iteration 27Q: 3 clusters Score -936943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -936944.875000 Penalty: 4329.299316
	Iteration 28Q: 3 clusters Score -936944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -936944.875000 Penalty: 4329.299316
	Iteration 29F: 3 clusters Score -936944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Entering Unmasked Estep 
Score: -2719451.250000 Penalty: 2420.241943
	Iteration 0F: 2 clusters Score -2719451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2707009.000000 Penalty: 4840.483887
	Iteration 0F: 3 clusters Score -2707009 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2710936.000000 Penalty: 4840.483887
	Iteration 1F: 3 clusters Score -2710936 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2711294.250000 Penalty: 4840.483887
	Iteration 2F: 3 clusters Score -2711294 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2711580.750000 Penalty: 4840.483887
	Iteration 3Q: 3 clusters Score -2711581 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2711869.500000 Penalty: 4840.483887
	Iteration 4Q: 3 clusters Score -2711870 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2712168.250000 Penalty: 4840.483887
	Iteration 5Q: 3 clusters Score -2712168 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2712488.000000 Penalty: 4840.483887
	Iteration 6Q: 3 clusters Score -2712488 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2712870.000000 Penalty: 4840.483887
	Iteration 7Q: 3 clusters Score -2712870 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2713303.500000 Penalty: 4840.483887
	Iteration 8Q: 3 clusters Score -2713304 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2713814.500000 Penalty: 4840.483887
	Iteration 9F: 3 clusters Score -2713814 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2714319.250000 Penalty: 4840.483887
	Iteration 10Q: 3 clusters Score -2714319 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2714867.500000 Penalty: 4840.483887
	Iteration 11Q: 3 clusters Score -2714868 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2715401.750000 Penalty: 4840.483887
	Iteration 12Q: 3 clusters Score -2715402 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2715893.500000 Penalty: 4840.483887
	Iteration 13Q: 3 clusters Score -2715894 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2716297.500000 Penalty: 4840.483887
	Iteration 14Q: 3 clusters Score -2716298 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2716630.500000 Penalty: 4840.483887
	Iteration 15Q: 3 clusters Score -2716630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2716866.750000 Penalty: 4840.483887
	Iteration 16Q: 3 clusters Score -2716867 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2717020.750000 Penalty: 4840.483887
	Iteration 17Q: 3 clusters Score -2717021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2717135.500000 Penalty: 4840.483887
	Iteration 18Q: 3 clusters Score -2717136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2717206.000000 Penalty: 4840.483887
	Iteration 19Q: 3 clusters Score -2717206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2717244.000000 Penalty: 4840.483887
	Iteration 20F: 3 clusters Score -2717244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2717274.750000 Penalty: 4840.483887
	Iteration 21Q: 3 clusters Score -2717275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2717295.250000 Penalty: 4840.483887
	Iteration 22Q: 3 clusters Score -2717295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2717319.250000 Penalty: 4840.483887
	Iteration 23Q: 3 clusters Score -2717319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2717334.750000 Penalty: 4840.483887
	Iteration 24Q: 3 clusters Score -2717335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2717341.500000 Penalty: 4840.483887
	Iteration 25Q: 3 clusters Score -2717342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2717345.500000 Penalty: 4840.483887
	Iteration 26Q: 3 clusters Score -2717346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2717344.750000 Penalty: 4840.483887
	Iteration 27Q: 3 clusters Score -2717345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2717344.750000 Penalty: 4840.483887
	Iteration 28F: 3 clusters Score -2717345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 55665 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 17087 members 
Mstep: Class 9 contains 103527 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 68263 members 
Mstep: Class 16 contains 17139 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 61634 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 879 members 
Mstep: Class 29 contains 466 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 63112 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20820 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 6746 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120393376.000000 Penalty: 144891.109375
Iteration 159Q: 44 clusters Score -1.203934e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 27091 members 
Mstep: Class 3 contains 21589 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 103438 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17420 members 
Mstep: Class 12 contains 287 members 
Mstep: Class 13 contains 7842 members 
Mstep: Class 14 contains 32563 members 
Mstep: Class 15 contains 68276 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48597 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 12794 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 9997 members 
Mstep: Class 24 contains 61633 members 
Mstep: Class 25 contains 28147 members 
Mstep: Class 26 contains 7750 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1414 members 
Mstep: Class 31 contains 63069 members 
Mstep: Class 32 contains 50738 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20785 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19806 members 
Mstep: Class 37 contains 6814 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17300 members 
Mstep: Class 41 contains 4551 members 
Mstep: Class 42 contains 5765 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120394832.000000 Penalty: 144891.109375
Iteration 160F: 44 clusters Score -1.203948e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 26558 members 
Mstep: Class 3 contains 21575 members 
Mstep: Class 4 contains 55613 members 
Mstep: Class 5 contains 21584 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 17165 members 
Mstep: Class 9 contains 103358 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 289 members 
Mstep: Class 13 contains 7831 members 
Mstep: Class 14 contains 32533 members 
Mstep: Class 15 contains 68283 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48982 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12793 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 9991 members 
Mstep: Class 24 contains 61596 members 
Mstep: Class 25 contains 28090 members 
Mstep: Class 26 contains 7740 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1044 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1398 members 
Mstep: Class 31 contains 63025 members 
Mstep: Class 32 contains 50725 members 
Mstep: Class 33 contains 702 members 
Mstep: Class 34 contains 20730 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19797 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 6749 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17287 members 
Mstep: Class 41 contains 4590 members 
Mstep: Class 42 contains 6248 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395712.000000 Penalty: 144891.109375
Iteration 161Q: 44 clusters Score -1.203957e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 26136 members 
Mstep: Class 3 contains 21558 members 
Mstep: Class 4 contains 55549 members 
Mstep: Class 5 contains 21585 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 17171 members 
Mstep: Class 9 contains 103288 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17311 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7837 members 
Mstep: Class 14 contains 32527 members 
Mstep: Class 15 contains 68299 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12798 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 6702 members 
Mstep: Class 23 contains 9986 members 
Mstep: Class 24 contains 61577 members 
Mstep: Class 25 contains 28061 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1086 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1387 members 
Mstep: Class 31 contains 62989 members 
Mstep: Class 32 contains 50712 members 
Mstep: Class 33 contains 703 members 
Mstep: Class 34 contains 20677 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19807 members 
Mstep: Class 37 contains 6803 members 
Mstep: Class 38 contains 6750 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17268 members 
Mstep: Class 41 contains 4646 members 
Mstep: Class 42 contains 6501 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395896.000000 Penalty: 144891.109375
Iteration 162Q: 44 clusters Score -1.203959e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 25772 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 55502 members 
Mstep: Class 5 contains 21596 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 17208 members 
Mstep: Class 9 contains 103216 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7859 members 
Mstep: Class 14 contains 32510 members 
Mstep: Class 15 contains 68317 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49479 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 9600 members 
Mstep: Class 22 contains 6756 members 
Mstep: Class 23 contains 9979 members 
Mstep: Class 24 contains 61565 members 
Mstep: Class 25 contains 28041 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1123 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1375 members 
Mstep: Class 31 contains 62967 members 
Mstep: Class 32 contains 50699 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 20634 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19807 members 
Mstep: Class 37 contains 6799 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17251 members 
Mstep: Class 41 contains 4712 members 
Mstep: Class 42 contains 6675 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396408.000000 Penalty: 144891.109375
Iteration 163Q: 44 clusters Score -1.203964e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 21542 members 
Mstep: Class 4 contains 55464 members 
Mstep: Class 5 contains 21602 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 17227 members 
Mstep: Class 9 contains 103149 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7888 members 
Mstep: Class 14 contains 32497 members 
Mstep: Class 15 contains 68346 members 
Mstep: Class 16 contains 17346 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49652 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 9642 members 
Mstep: Class 22 contains 6812 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 61564 members 
Mstep: Class 25 contains 28044 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1143 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 62950 members 
Mstep: Class 32 contains 50686 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 20605 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 6791 members 
Mstep: Class 38 contains 6763 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17237 members 
Mstep: Class 41 contains 4782 members 
Mstep: Class 42 contains 6781 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396784.000000 Penalty: 144891.109375
Iteration 164Q: 44 clusters Score -1.203968e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 25112 members 
Mstep: Class 3 contains 21537 members 
Mstep: Class 4 contains 55461 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 17249 members 
Mstep: Class 9 contains 103108 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7918 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 15 contains 68358 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49777 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 9661 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 9995 members 
Mstep: Class 24 contains 61555 members 
Mstep: Class 25 contains 28049 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 467 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 62934 members 
Mstep: Class 32 contains 50675 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20581 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 19818 members 
Mstep: Class 37 contains 6792 members 
Mstep: Class 38 contains 6767 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17226 members 
Mstep: Class 41 contains 4858 members 
Mstep: Class 42 contains 6848 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396920.000000 Penalty: 144891.109375
Iteration 165Q: 44 clusters Score -1.203969e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 24835 members 
Mstep: Class 3 contains 21533 members 
Mstep: Class 4 contains 55472 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 352 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 103062 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 32478 members 
Mstep: Class 15 contains 68365 members 
Mstep: Class 16 contains 17398 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49885 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12807 members 
Mstep: Class 21 contains 9673 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 9998 members 
Mstep: Class 24 contains 61557 members 
Mstep: Class 25 contains 28058 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1164 members 
Mstep: Class 29 contains 468 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 62922 members 
Mstep: Class 32 contains 50671 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 20561 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 6790 members 
Mstep: Class 38 contains 6780 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17223 members 
Mstep: Class 41 contains 4930 members 
Mstep: Class 42 contains 6902 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397080.000000 Penalty: 144891.109375
Iteration 166Q: 44 clusters Score -1.203971e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 24592 members 
Mstep: Class 3 contains 21531 members 
Mstep: Class 4 contains 55477 members 
Mstep: Class 5 contains 21619 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 17297 members 
Mstep: Class 9 contains 103024 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17218 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 14 contains 32475 members 
Mstep: Class 15 contains 68373 members 
Mstep: Class 16 contains 17402 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12811 members 
Mstep: Class 21 contains 9686 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 9998 members 
Mstep: Class 24 contains 61560 members 
Mstep: Class 25 contains 28067 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1370 members 
Mstep: Class 31 contains 62909 members 
Mstep: Class 32 contains 50668 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20554 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 6788 members 
Mstep: Class 38 contains 6792 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17216 members 
Mstep: Class 41 contains 4996 members 
Mstep: Class 42 contains 6938 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397216.000000 Penalty: 144891.109375
Iteration 167Q: 44 clusters Score -1.203972e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 24368 members 
Mstep: Class 3 contains 21532 members 
Mstep: Class 4 contains 55475 members 
Mstep: Class 5 contains 21625 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 17326 members 
Mstep: Class 9 contains 102993 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17209 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 7976 members 
Mstep: Class 14 contains 32476 members 
Mstep: Class 15 contains 68377 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50089 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 6925 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 61560 members 
Mstep: Class 25 contains 28077 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1369 members 
Mstep: Class 31 contains 62900 members 
Mstep: Class 32 contains 50662 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20535 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6788 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17209 members 
Mstep: Class 41 contains 5057 members 
Mstep: Class 42 contains 6967 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397112.000000 Penalty: 144891.109375
Iteration 168Q: 44 clusters Score -1.203971e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 24179 members 
Mstep: Class 3 contains 21530 members 
Mstep: Class 4 contains 55471 members 
Mstep: Class 5 contains 21637 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 334 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 102966 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 32475 members 
Mstep: Class 15 contains 68377 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50156 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 9714 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 9987 members 
Mstep: Class 24 contains 61553 members 
Mstep: Class 25 contains 28080 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1185 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62883 members 
Mstep: Class 32 contains 50661 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 20529 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6790 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17202 members 
Mstep: Class 41 contains 5130 members 
Mstep: Class 42 contains 6988 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397112.000000 Penalty: 144891.109375
Iteration 169Q: 44 clusters Score -1.203971e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 24009 members 
Mstep: Class 3 contains 21529 members 
Mstep: Class 4 contains 55476 members 
Mstep: Class 5 contains 21643 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 17353 members 
Mstep: Class 9 contains 102938 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 7996 members 
Mstep: Class 14 contains 32478 members 
Mstep: Class 15 contains 68382 members 
Mstep: Class 16 contains 17477 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50222 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 9734 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 9981 members 
Mstep: Class 24 contains 61543 members 
Mstep: Class 25 contains 28083 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62873 members 
Mstep: Class 32 contains 50659 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 20511 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 6792 members 
Mstep: Class 38 contains 6806 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17190 members 
Mstep: Class 41 contains 5199 members 
Mstep: Class 42 contains 7011 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397176.000000 Penalty: 144891.109375
Iteration 170Q: 44 clusters Score -1.203972e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 21526 members 
Mstep: Class 4 contains 55480 members 
Mstep: Class 5 contains 21645 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 17353 members 
Mstep: Class 9 contains 102912 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17190 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 7998 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 15 contains 68382 members 
Mstep: Class 16 contains 17509 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50279 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 9756 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 9982 members 
Mstep: Class 24 contains 61534 members 
Mstep: Class 25 contains 28082 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62866 members 
Mstep: Class 32 contains 50657 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 20486 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19818 members 
Mstep: Class 37 contains 6793 members 
Mstep: Class 38 contains 6807 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17189 members 
Mstep: Class 41 contains 5271 members 
Mstep: Class 42 contains 7014 members 
Mstep: Class 43 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397024.000000 Penalty: 144891.109375
Iteration 171Q: 44 clusters Score -1.20397e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 23716 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 55495 members 
Mstep: Class 5 contains 21639 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 17361 members 
Mstep: Class 9 contains 102894 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8005 members 
Mstep: Class 14 contains 32486 members 
Mstep: Class 15 contains 68386 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50339 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12862 members 
Mstep: Class 21 contains 9769 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 9988 members 
Mstep: Class 24 contains 61530 members 
Mstep: Class 25 contains 28087 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62858 members 
Mstep: Class 32 contains 50651 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 20460 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 6792 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17182 members 
Mstep: Class 41 contains 5355 members 
Mstep: Class 42 contains 7017 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397160.000000 Penalty: 144891.109375
Iteration 172Q: 44 clusters Score -1.203972e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 23537 members 
Mstep: Class 3 contains 21520 members 
Mstep: Class 4 contains 55503 members 
Mstep: Class 5 contains 21645 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 17366 members 
Mstep: Class 9 contains 102889 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 32485 members 
Mstep: Class 15 contains 68379 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50406 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12865 members 
Mstep: Class 21 contains 9770 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 9991 members 
Mstep: Class 24 contains 61529 members 
Mstep: Class 25 contains 28096 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62851 members 
Mstep: Class 32 contains 50654 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 20442 members 
Mstep: Class 35 contains 3106 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17178 members 
Mstep: Class 41 contains 5439 members 
Mstep: Class 42 contains 7016 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397216.000000 Penalty: 144891.109375
Iteration 173Q: 44 clusters Score -1.203972e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 23401 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 55524 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 17371 members 
Mstep: Class 9 contains 102886 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 32479 members 
Mstep: Class 15 contains 68385 members 
Mstep: Class 16 contains 17564 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12860 members 
Mstep: Class 21 contains 9775 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61528 members 
Mstep: Class 25 contains 28096 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62841 members 
Mstep: Class 32 contains 50662 members 
Mstep: Class 33 contains 712 members 
Mstep: Class 34 contains 20420 members 
Mstep: Class 35 contains 3107 members 
Mstep: Class 36 contains 19804 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17166 members 
Mstep: Class 41 contains 5509 members 
Mstep: Class 42 contains 7017 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397328.000000 Penalty: 144891.109375
Iteration 174Q: 44 clusters Score -1.203973e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 23293 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 55529 members 
Mstep: Class 5 contains 21646 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 17381 members 
Mstep: Class 9 contains 102875 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 32477 members 
Mstep: Class 15 contains 68383 members 
Mstep: Class 16 contains 17580 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50499 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61527 members 
Mstep: Class 25 contains 28093 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62832 members 
Mstep: Class 32 contains 50666 members 
Mstep: Class 33 contains 717 members 
Mstep: Class 34 contains 20402 members 
Mstep: Class 35 contains 3109 members 
Mstep: Class 36 contains 19802 members 
Mstep: Class 37 contains 6786 members 
Mstep: Class 38 contains 6817 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17164 members 
Mstep: Class 41 contains 5574 members 
Mstep: Class 42 contains 7017 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397280.000000 Penalty: 144891.109375
Iteration 175Q: 44 clusters Score -1.203973e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 23189 members 
Mstep: Class 3 contains 21513 members 
Mstep: Class 4 contains 55540 members 
Mstep: Class 5 contains 21645 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 17381 members 
Mstep: Class 9 contains 102870 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17176 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 32477 members 
Mstep: Class 15 contains 68388 members 
Mstep: Class 16 contains 17591 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50543 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 9786 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 9990 members 
Mstep: Class 24 contains 61528 members 
Mstep: Class 25 contains 28094 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62827 members 
Mstep: Class 32 contains 50669 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 20386 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19800 members 
Mstep: Class 37 contains 6785 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 5633 members 
Mstep: Class 42 contains 7014 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397264.000000 Penalty: 144891.109375
Iteration 176Q: 44 clusters Score -1.203973e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 23103 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55547 members 
Mstep: Class 5 contains 21641 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 17386 members 
Mstep: Class 9 contains 102860 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32478 members 
Mstep: Class 15 contains 68370 members 
Mstep: Class 16 contains 17604 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50562 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12858 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61525 members 
Mstep: Class 25 contains 28094 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62824 members 
Mstep: Class 32 contains 50683 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 20374 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19800 members 
Mstep: Class 37 contains 6784 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17157 members 
Mstep: Class 41 contains 5694 members 
Mstep: Class 42 contains 7019 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397616.000000 Penalty: 144891.109375
Iteration 177Q: 44 clusters Score -1.203976e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 23027 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55550 members 
Mstep: Class 5 contains 21641 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 17385 members 
Mstep: Class 9 contains 102857 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 32476 members 
Mstep: Class 15 contains 68351 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50581 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 12859 members 
Mstep: Class 21 contains 9795 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61524 members 
Mstep: Class 25 contains 28090 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1368 members 
Mstep: Class 31 contains 62825 members 
Mstep: Class 32 contains 50701 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20362 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19804 members 
Mstep: Class 37 contains 6784 members 
Mstep: Class 38 contains 6825 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17153 members 
Mstep: Class 41 contains 5746 members 
Mstep: Class 42 contains 7020 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397496.000000 Penalty: 144891.109375
Iteration 178Q: 44 clusters Score -1.203975e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22960 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55554 members 
Mstep: Class 5 contains 21645 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 17385 members 
Mstep: Class 9 contains 102854 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 32473 members 
Mstep: Class 15 contains 68328 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50603 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12863 members 
Mstep: Class 21 contains 9801 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 9995 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28092 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1367 members 
Mstep: Class 31 contains 62820 members 
Mstep: Class 32 contains 50723 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20352 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19804 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17145 members 
Mstep: Class 41 contains 5792 members 
Mstep: Class 42 contains 7025 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397576.000000 Penalty: 144891.109375
Iteration 179Q: 44 clusters Score -1.203976e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 22904 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55557 members 
Mstep: Class 5 contains 21640 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 17390 members 
Mstep: Class 9 contains 102848 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8036 members 
Mstep: Class 14 contains 32471 members 
Mstep: Class 15 contains 68325 members 
Mstep: Class 16 contains 17605 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50603 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12858 members 
Mstep: Class 21 contains 9805 members 
Mstep: Class 22 contains 6977 members 
Mstep: Class 23 contains 9996 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28091 members 
Mstep: Class 26 contains 7726 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1366 members 
Mstep: Class 31 contains 62815 members 
Mstep: Class 32 contains 50732 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 20346 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19803 members 
Mstep: Class 37 contains 6782 members 
Mstep: Class 38 contains 6828 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17142 members 
Mstep: Class 41 contains 5848 members 
Mstep: Class 42 contains 7024 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397384.000000 Penalty: 144891.109375
Iteration 180F: 44 clusters Score -1.203974e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22838 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55556 members 
Mstep: Class 5 contains 21631 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 17399 members 
Mstep: Class 9 contains 102843 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 68334 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50608 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 9811 members 
Mstep: Class 22 contains 6976 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61524 members 
Mstep: Class 25 contains 28087 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1192 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 62813 members 
Mstep: Class 32 contains 50730 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 20344 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19808 members 
Mstep: Class 37 contains 6782 members 
Mstep: Class 38 contains 6829 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17137 members 
Mstep: Class 41 contains 5894 members 
Mstep: Class 42 contains 7027 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397368.000000 Penalty: 144891.109375
Iteration 181Q: 44 clusters Score -1.203974e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22781 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 55560 members 
Mstep: Class 5 contains 21626 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 17407 members 
Mstep: Class 9 contains 102835 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17206 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 68333 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50622 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12872 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 6977 members 
Mstep: Class 23 contains 9992 members 
Mstep: Class 24 contains 61528 members 
Mstep: Class 25 contains 28089 members 
Mstep: Class 26 contains 7723 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1195 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62806 members 
Mstep: Class 32 contains 50738 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20339 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19809 members 
Mstep: Class 37 contains 6784 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17129 members 
Mstep: Class 41 contains 5937 members 
Mstep: Class 42 contains 7027 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397384.000000 Penalty: 144891.109375
Iteration 182Q: 44 clusters Score -1.203974e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22718 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 55562 members 
Mstep: Class 5 contains 21632 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17413 members 
Mstep: Class 9 contains 102826 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 68314 members 
Mstep: Class 16 contains 17609 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50625 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 6983 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61529 members 
Mstep: Class 25 contains 28091 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62802 members 
Mstep: Class 32 contains 50747 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20336 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 6782 members 
Mstep: Class 38 contains 6827 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17128 members 
Mstep: Class 41 contains 5983 members 
Mstep: Class 42 contains 7020 members 
Mstep: Class 43 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397376.000000 Penalty: 144891.109375
Iteration 183Q: 44 clusters Score -1.203974e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 22661 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55552 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17418 members 
Mstep: Class 9 contains 102822 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 68304 members 
Mstep: Class 16 contains 17614 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50631 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12888 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 6982 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61531 members 
Mstep: Class 25 contains 28097 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62794 members 
Mstep: Class 32 contains 50759 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20330 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 6824 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17121 members 
Mstep: Class 41 contains 6031 members 
Mstep: Class 42 contains 7020 members 
Mstep: Class 43 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397256.000000 Penalty: 144891.109375
Iteration 184Q: 44 clusters Score -1.203973e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 22602 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 55546 members 
Mstep: Class 5 contains 21644 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17425 members 
Mstep: Class 9 contains 102814 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17223 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8039 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68289 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50650 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12887 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 6982 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61532 members 
Mstep: Class 25 contains 28099 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62783 members 
Mstep: Class 32 contains 50778 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20321 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19816 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 6823 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17117 members 
Mstep: Class 41 contains 6076 members 
Mstep: Class 42 contains 7022 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397400.000000 Penalty: 144891.109375
Iteration 185Q: 44 clusters Score -1.203974e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22537 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 55548 members 
Mstep: Class 5 contains 21650 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17430 members 
Mstep: Class 9 contains 102810 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17231 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68268 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50672 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12888 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61533 members 
Mstep: Class 25 contains 28099 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62777 members 
Mstep: Class 32 contains 50801 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20312 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19817 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 6116 members 
Mstep: Class 42 contains 7024 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397248.000000 Penalty: 144891.109375
Iteration 186Q: 44 clusters Score -1.203972e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 22498 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 21651 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17435 members 
Mstep: Class 9 contains 102808 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68251 members 
Mstep: Class 16 contains 17631 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50691 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12888 members 
Mstep: Class 21 contains 9816 members 
Mstep: Class 22 contains 6985 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61528 members 
Mstep: Class 25 contains 28100 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62774 members 
Mstep: Class 32 contains 50817 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20305 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19819 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 6151 members 
Mstep: Class 42 contains 7021 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397232.000000 Penalty: 144891.109375
Iteration 187Q: 44 clusters Score -1.203972e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 22453 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17443 members 
Mstep: Class 9 contains 102801 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68227 members 
Mstep: Class 16 contains 17637 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50710 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12890 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61525 members 
Mstep: Class 25 contains 28108 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62768 members 
Mstep: Class 32 contains 50837 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20298 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19821 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17114 members 
Mstep: Class 41 contains 6176 members 
Mstep: Class 42 contains 7021 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397264.000000 Penalty: 144891.109375
Iteration 188Q: 44 clusters Score -1.203973e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 22403 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55545 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17448 members 
Mstep: Class 9 contains 102797 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8027 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68207 members 
Mstep: Class 16 contains 17646 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50720 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12890 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 9992 members 
Mstep: Class 24 contains 61526 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7716 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62768 members 
Mstep: Class 32 contains 50861 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20293 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19824 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17113 members 
Mstep: Class 41 contains 6201 members 
Mstep: Class 42 contains 7022 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397208.000000 Penalty: 144891.109375
Iteration 189Q: 44 clusters Score -1.203972e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 22365 members 
Mstep: Class 3 contains 21514 members 
Mstep: Class 4 contains 55547 members 
Mstep: Class 5 contains 21646 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17454 members 
Mstep: Class 9 contains 102792 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8029 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 68185 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50733 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12889 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61523 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62762 members 
Mstep: Class 32 contains 50888 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20285 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19826 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17111 members 
Mstep: Class 41 contains 6218 members 
Mstep: Class 42 contains 7021 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397264.000000 Penalty: 144891.109375
Iteration 190Q: 44 clusters Score -1.203973e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17458 members 
Mstep: Class 9 contains 102787 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8027 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 68149 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50730 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 9820 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 61523 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62760 members 
Mstep: Class 32 contains 50926 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20279 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6812 members 
Mstep: Class 39 contains 6177 members 
Mstep: Class 40 contains 17110 members 
Mstep: Class 41 contains 6243 members 
Mstep: Class 42 contains 7024 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397296.000000 Penalty: 144891.109375
Iteration 191Q: 44 clusters Score -1.203973e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 21639 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17460 members 
Mstep: Class 9 contains 102785 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 68123 members 
Mstep: Class 16 contains 17669 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50733 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12898 members 
Mstep: Class 21 contains 9820 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28112 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62760 members 
Mstep: Class 32 contains 50962 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20276 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19831 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6812 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17109 members 
Mstep: Class 41 contains 6262 members 
Mstep: Class 42 contains 7032 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397368.000000 Penalty: 144891.109375
Iteration 192Q: 44 clusters Score -1.203974e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 22247 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17464 members 
Mstep: Class 9 contains 102781 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 68086 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50739 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 9820 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 9998 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28114 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62757 members 
Mstep: Class 32 contains 50998 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20273 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17106 members 
Mstep: Class 41 contains 6283 members 
Mstep: Class 42 contains 7035 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397424.000000 Penalty: 144891.109375
Iteration 193Q: 44 clusters Score -1.203974e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17467 members 
Mstep: Class 9 contains 102777 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 68055 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12911 members 
Mstep: Class 21 contains 9822 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62755 members 
Mstep: Class 32 contains 51026 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20270 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19837 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17102 members 
Mstep: Class 41 contains 6304 members 
Mstep: Class 42 contains 7041 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397272.000000 Penalty: 144891.109375
Iteration 194Q: 44 clusters Score -1.203973e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 22187 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 55545 members 
Mstep: Class 5 contains 21625 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17473 members 
Mstep: Class 9 contains 102774 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 68026 members 
Mstep: Class 16 contains 17675 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10012 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28115 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62751 members 
Mstep: Class 32 contains 51067 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20266 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19834 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 17098 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 7045 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397224.000000 Penalty: 144891.109375
Iteration 195Q: 44 clusters Score -1.203972e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 22159 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 21615 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17477 members 
Mstep: Class 9 contains 102770 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67993 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50753 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62753 members 
Mstep: Class 32 contains 51109 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20263 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6817 members 
Mstep: Class 39 contains 6175 members 
Mstep: Class 40 contains 17094 members 
Mstep: Class 41 contains 6335 members 
Mstep: Class 42 contains 7043 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397432.000000 Penalty: 144891.109375
Iteration 196Q: 44 clusters Score -1.203974e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 55540 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17478 members 
Mstep: Class 9 contains 102767 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8039 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67960 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28114 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62751 members 
Mstep: Class 32 contains 51150 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20261 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17091 members 
Mstep: Class 41 contains 6354 members 
Mstep: Class 42 contains 7045 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397400.000000 Penalty: 144891.109375
Iteration 197Q: 44 clusters Score -1.203974e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 22120 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55541 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17481 members 
Mstep: Class 9 contains 102764 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67923 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50746 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12909 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62750 members 
Mstep: Class 32 contains 51184 members 
Mstep: Class 33 contains 723 members 
Mstep: Class 34 contains 20258 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19836 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17091 members 
Mstep: Class 41 contains 6375 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397536.000000 Penalty: 144891.109375
Iteration 198Q: 44 clusters Score -1.203975e+08 nChanged 131
Entering ConstructFrom: 
Score: -120397536.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -1068252.625000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -1068253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1062472.125000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -1062472 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1064056.625000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -1064057 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1064413.000000 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -1064413 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1064636.375000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -1064636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1064794.375000 Penalty: 4394.526367
	Iteration 4Q: 3 clusters Score -1064794 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1064942.000000 Penalty: 4394.526367
	Iteration 5Q: 3 clusters Score -1064942 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1065089.500000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -1065090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1065231.875000 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -1065232 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1065364.125000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -1065364 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1065479.750000 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -1065480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1065555.625000 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -1065556 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1065628.500000 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -1065628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1065680.500000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -1065680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1065723.125000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -1065723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1065756.125000 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -1065756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1065802.875000 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -1065803 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1065845.000000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -1065845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1065892.500000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -1065892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1065937.375000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -1065937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1065994.750000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -1065995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1066048.625000 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -1066049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1066104.375000 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -1066104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1066177.375000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -1066177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1066241.375000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -1066241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1066293.000000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -1066293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1066345.875000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -1066346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1066380.125000 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -1066380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1066402.625000 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -1066403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1066415.875000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -1066416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1066429.750000 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -1066430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1066436.375000 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -1066436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1066445.625000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -1066446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1066457.125000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -1066457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1066463.500000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -1066464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1066472.000000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -1066472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1066478.250000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -1066478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1066482.875000 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -1066483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1066485.000000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -1066485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1066487.000000 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -1066487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1066489.750000 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -1066490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1066491.125000 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -1066491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1066490.125000 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -1066490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1066490.125000 Penalty: 4394.526367
	Iteration 42F: 3 clusters Score -1066490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Entering Unmasked Estep 
Score: -3232657.750000 Penalty: 2480.837646
	Iteration 0F: 2 clusters Score -3232658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3217252.500000 Penalty: 4961.675293
	Iteration 0F: 3 clusters Score -3217252 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3222955.750000 Penalty: 4961.675293
	Iteration 1F: 3 clusters Score -3222956 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3223894.000000 Penalty: 4961.675293
	Iteration 2F: 3 clusters Score -3223894 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3225015.250000 Penalty: 4961.675293
	Iteration 3F: 3 clusters Score -3225015 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3226122.750000 Penalty: 4961.675293
	Iteration 4F: 3 clusters Score -3226123 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3226931.500000 Penalty: 4961.675293
	Iteration 5F: 3 clusters Score -3226932 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3227510.000000 Penalty: 4961.675293
	Iteration 6F: 3 clusters Score -3227510 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3227937.500000 Penalty: 4961.675293
	Iteration 7Q: 3 clusters Score -3227938 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3228275.250000 Penalty: 4961.675293
	Iteration 8Q: 3 clusters Score -3228275 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3228649.250000 Penalty: 4961.675293
	Iteration 9Q: 3 clusters Score -3228649 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3229083.250000 Penalty: 4961.675293
	Iteration 10Q: 3 clusters Score -3229083 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3229579.250000 Penalty: 4961.675293
	Iteration 11Q: 3 clusters Score -3229579 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3230043.500000 Penalty: 4961.675293
	Iteration 12Q: 3 clusters Score -3230044 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3230436.250000 Penalty: 4961.675293
	Iteration 13Q: 3 clusters Score -3230436 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3230753.500000 Penalty: 4961.675293
	Iteration 14Q: 3 clusters Score -3230754 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3231052.750000 Penalty: 4961.675293
	Iteration 15Q: 3 clusters Score -3231053 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3231270.000000 Penalty: 4961.675293
	Iteration 16Q: 3 clusters Score -3231270 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3231498.750000 Penalty: 4961.675293
	Iteration 17Q: 3 clusters Score -3231499 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3231687.000000 Penalty: 4961.675293
	Iteration 18Q: 3 clusters Score -3231687 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3231893.000000 Penalty: 4961.675293
	Iteration 19Q: 3 clusters Score -3231893 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3232083.000000 Penalty: 4961.675293
	Iteration 20F: 3 clusters Score -3232083 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3232264.500000 Penalty: 4961.675293
	Iteration 21Q: 3 clusters Score -3232264 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3232443.250000 Penalty: 4961.675293
	Iteration 22Q: 3 clusters Score -3232443 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3232565.000000 Penalty: 4961.675293
	Iteration 23Q: 3 clusters Score -3232565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3232629.000000 Penalty: 4961.675293
	Iteration 24Q: 3 clusters Score -3232629 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3232689.250000 Penalty: 4961.675293
	Iteration 25Q: 3 clusters Score -3232689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3232724.250000 Penalty: 4961.675293
	Iteration 26Q: 3 clusters Score -3232724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3232749.500000 Penalty: 4961.675293
	Iteration 27Q: 3 clusters Score -3232750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3232775.750000 Penalty: 4961.675293
	Iteration 28Q: 3 clusters Score -3232776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3232785.250000 Penalty: 4961.675293
	Iteration 29Q: 3 clusters Score -3232785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3232807.750000 Penalty: 4961.675293
	Iteration 30Q: 3 clusters Score -3232808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3232809.500000 Penalty: 4961.675293
	Iteration 31Q: 3 clusters Score -3232810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3232819.750000 Penalty: 4961.675293
	Iteration 32Q: 3 clusters Score -3232820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3232825.750000 Penalty: 4961.675293
	Iteration 33Q: 3 clusters Score -3232826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3232832.750000 Penalty: 4961.675293
	Iteration 34Q: 3 clusters Score -3232833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3232829.250000 Penalty: 4961.675293
	Iteration 35Q: 3 clusters Score -3232829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3232836.500000 Penalty: 4961.675293
	Iteration 36Q: 3 clusters Score -3232836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3232830.750000 Penalty: 4961.675293
	Iteration 37Q: 3 clusters Score -3232831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3232833.750000 Penalty: 4961.675293
	Iteration 38Q: 3 clusters Score -3232834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3232835.250000 Penalty: 4961.675293
	Iteration 39Q: 3 clusters Score -3232835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3232836.500000 Penalty: 4961.675293
	Iteration 40F: 3 clusters Score -3232836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3232839.750000 Penalty: 4961.675293
	Iteration 41Q: 3 clusters Score -3232840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3232840.000000 Penalty: 4961.675293
	Iteration 42Q: 3 clusters Score -3232840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3232838.750000 Penalty: 4961.675293
	Iteration 43Q: 3 clusters Score -3232839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3232839.500000 Penalty: 4961.675293
	Iteration 44Q: 3 clusters Score -3232840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3232835.250000 Penalty: 4961.675293
	Iteration 45Q: 3 clusters Score -3232835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3232835.000000 Penalty: 4961.675293
	Iteration 46Q: 3 clusters Score -3232835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3232841.000000 Penalty: 4961.675293
	Iteration 47Q: 3 clusters Score -3232841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3232838.500000 Penalty: 4961.675293
	Iteration 48Q: 3 clusters Score -3232838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3232840.500000 Penalty: 4961.675293
	Iteration 49Q: 3 clusters Score -3232840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3232840.000000 Penalty: 4961.675293
	Iteration 50Q: 3 clusters Score -3232840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3232841.750000 Penalty: 4961.675293
	Iteration 51Q: 3 clusters Score -3232842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3232844.750000 Penalty: 4961.675293
	Iteration 52Q: 3 clusters Score -3232845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3232846.250000 Penalty: 4961.675293
	Iteration 53Q: 3 clusters Score -3232846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3232844.750000 Penalty: 4961.675293
	Iteration 54Q: 3 clusters Score -3232845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3232843.500000 Penalty: 4961.675293
	Iteration 55Q: 3 clusters Score -3232844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3232839.500000 Penalty: 4961.675293
	Iteration 56Q: 3 clusters Score -3232840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3232839.500000 Penalty: 4961.675293
	Iteration 57F: 3 clusters Score -3232840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 18780 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 3321 members 
Entering Unmasked Estep 
Score: -120396552.000000 Penalty: 148260.671875
Splitting cluster 2 changes total score from -120397536.000000 to -120396552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Entering Unmasked Estep 
Score: -3345651.250000 Penalty: 2474.184814
	Iteration 0F: 2 clusters Score -3345651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3330737.750000 Penalty: 4948.369629
	Iteration 0F: 3 clusters Score -3330738 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3336037.750000 Penalty: 4948.369629
	Iteration 1F: 3 clusters Score -3336038 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3336497.500000 Penalty: 4948.369629
	Iteration 2F: 3 clusters Score -3336498 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3336885.750000 Penalty: 4948.369629
	Iteration 3Q: 3 clusters Score -3336886 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3337276.750000 Penalty: 4948.369629
	Iteration 4Q: 3 clusters Score -3337277 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3337775.000000 Penalty: 4948.369629
	Iteration 5Q: 3 clusters Score -3337775 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3338348.250000 Penalty: 4948.369629
	Iteration 6F: 3 clusters Score -3338348 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3339071.500000 Penalty: 4948.369629
	Iteration 7F: 3 clusters Score -3339072 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3339855.000000 Penalty: 4948.369629
	Iteration 8F: 3 clusters Score -3339855 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3340633.750000 Penalty: 4948.369629
	Iteration 9F: 3 clusters Score -3340634 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3341421.000000 Penalty: 4948.369629
	Iteration 10Q: 3 clusters Score -3341421 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3342122.750000 Penalty: 4948.369629
	Iteration 11Q: 3 clusters Score -3342123 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3342676.750000 Penalty: 4948.369629
	Iteration 12Q: 3 clusters Score -3342677 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3343072.000000 Penalty: 4948.369629
	Iteration 13Q: 3 clusters Score -3343072 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3343307.500000 Penalty: 4948.369629
	Iteration 14Q: 3 clusters Score -3343308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3343453.000000 Penalty: 4948.369629
	Iteration 15Q: 3 clusters Score -3343453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3343552.000000 Penalty: 4948.369629
	Iteration 16Q: 3 clusters Score -3343552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3343619.750000 Penalty: 4948.369629
	Iteration 17Q: 3 clusters Score -3343620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3343660.250000 Penalty: 4948.369629
	Iteration 18Q: 3 clusters Score -3343660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3343690.250000 Penalty: 4948.369629
	Iteration 19Q: 3 clusters Score -3343690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3343711.750000 Penalty: 4948.369629
	Iteration 20F: 3 clusters Score -3343712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3343735.500000 Penalty: 4948.369629
	Iteration 21Q: 3 clusters Score -3343736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3343755.500000 Penalty: 4948.369629
	Iteration 22Q: 3 clusters Score -3343756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3343765.500000 Penalty: 4948.369629
	Iteration 23Q: 3 clusters Score -3343766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3343766.750000 Penalty: 4948.369629
	Iteration 24Q: 3 clusters Score -3343767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3343774.250000 Penalty: 4948.369629
	Iteration 25Q: 3 clusters Score -3343774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3343775.000000 Penalty: 4948.369629
	Iteration 26Q: 3 clusters Score -3343775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3343774.500000 Penalty: 4948.369629
	Iteration 27Q: 3 clusters Score -3343774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3343773.250000 Penalty: 4948.369629
	Iteration 28Q: 3 clusters Score -3343773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3343773.250000 Penalty: 4948.369629
	Iteration 29F: 3 clusters Score -3343773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Entering Unmasked Estep 
Score: -8640325.000000 Penalty: 2709.360596
	Iteration 0F: 2 clusters Score -8640325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -8603107.000000 Penalty: 5418.721191
	Iteration 0F: 3 clusters Score -8603107 nChanged 25644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -8617383.000000 Penalty: 5418.721191
	Iteration 1F: 3 clusters Score -8617383 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -8617983.000000 Penalty: 5418.721191
	Iteration 2Q: 3 clusters Score -8617983 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -8618614.000000 Penalty: 5418.721191
	Iteration 3Q: 3 clusters Score -8618614 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -8619289.000000 Penalty: 5418.721191
	Iteration 4Q: 3 clusters Score -8619289 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8620084.000000 Penalty: 5418.721191
	Iteration 5Q: 3 clusters Score -8620084 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -8621012.000000 Penalty: 5418.721191
	Iteration 6Q: 3 clusters Score -8621012 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8622122.000000 Penalty: 5418.721191
	Iteration 7Q: 3 clusters Score -8622122 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -8623578.000000 Penalty: 5418.721191
	Iteration 8F: 3 clusters Score -8623578 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -8625424.000000 Penalty: 5418.721191
	Iteration 9F: 3 clusters Score -8625424 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -8627611.000000 Penalty: 5418.721191
	Iteration 10F: 3 clusters Score -8627611 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -8629995.000000 Penalty: 5418.721191
	Iteration 11F: 3 clusters Score -8629995 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -8632194.000000 Penalty: 5418.721191
	Iteration 12F: 3 clusters Score -8632194 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8634181.000000 Penalty: 5418.721191
	Iteration 13Q: 3 clusters Score -8634181 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8635820.000000 Penalty: 5418.721191
	Iteration 14Q: 3 clusters Score -8635820 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8636856.000000 Penalty: 5418.721191
	Iteration 15Q: 3 clusters Score -8636856 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8637390.000000 Penalty: 5418.721191
	Iteration 16Q: 3 clusters Score -8637390 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8637641.000000 Penalty: 5418.721191
	Iteration 17Q: 3 clusters Score -8637641 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8637813.000000 Penalty: 5418.721191
	Iteration 18Q: 3 clusters Score -8637813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8637913.000000 Penalty: 5418.721191
	Iteration 19Q: 3 clusters Score -8637913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8637972.000000 Penalty: 5418.721191
	Iteration 20F: 3 clusters Score -8637972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8638006.000000 Penalty: 5418.721191
	Iteration 21Q: 3 clusters Score -8638006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8638025.000000 Penalty: 5418.721191
	Iteration 22Q: 3 clusters Score -8638025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8638044.000000 Penalty: 5418.721191
	Iteration 23Q: 3 clusters Score -8638044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8638056.000000 Penalty: 5418.721191
	Iteration 24Q: 3 clusters Score -8638056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8638070.000000 Penalty: 5418.721191
	Iteration 25Q: 3 clusters Score -8638070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8638077.000000 Penalty: 5418.721191
	Iteration 26Q: 3 clusters Score -8638077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8638079.000000 Penalty: 5418.721191
	Iteration 27Q: 3 clusters Score -8638079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8638079.000000 Penalty: 5418.721191
	Iteration 28F: 3 clusters Score -8638079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Entering Unmasked Estep 
Score: -3224555.750000 Penalty: 2475.334717
	Iteration 0F: 2 clusters Score -3224556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3209357.000000 Penalty: 4950.669434
	Iteration 0F: 3 clusters Score -3209357 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3214935.000000 Penalty: 4950.669434
	Iteration 1F: 3 clusters Score -3214935 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3215925.000000 Penalty: 4950.669434
	Iteration 2F: 3 clusters Score -3215925 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3216998.500000 Penalty: 4950.669434
	Iteration 3F: 3 clusters Score -3216998 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3218119.000000 Penalty: 4950.669434
	Iteration 4F: 3 clusters Score -3218119 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3219070.750000 Penalty: 4950.669434
	Iteration 5F: 3 clusters Score -3219071 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3219781.250000 Penalty: 4950.669434
	Iteration 6F: 3 clusters Score -3219781 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3220305.000000 Penalty: 4950.669434
	Iteration 7Q: 3 clusters Score -3220305 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3220681.750000 Penalty: 4950.669434
	Iteration 8Q: 3 clusters Score -3220682 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3220981.500000 Penalty: 4950.669434
	Iteration 9Q: 3 clusters Score -3220982 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3221255.250000 Penalty: 4950.669434
	Iteration 10Q: 3 clusters Score -3221255 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3221548.750000 Penalty: 4950.669434
	Iteration 11Q: 3 clusters Score -3221549 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3221860.500000 Penalty: 4950.669434
	Iteration 12Q: 3 clusters Score -3221860 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3222206.000000 Penalty: 4950.669434
	Iteration 13Q: 3 clusters Score -3222206 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3222567.750000 Penalty: 4950.669434
	Iteration 14Q: 3 clusters Score -3222568 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3222932.250000 Penalty: 4950.669434
	Iteration 15Q: 3 clusters Score -3222932 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3223250.000000 Penalty: 4950.669434
	Iteration 16Q: 3 clusters Score -3223250 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3223470.000000 Penalty: 4950.669434
	Iteration 17Q: 3 clusters Score -3223470 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3223604.250000 Penalty: 4950.669434
	Iteration 18Q: 3 clusters Score -3223604 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3223696.000000 Penalty: 4950.669434
	Iteration 19Q: 3 clusters Score -3223696 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3223744.250000 Penalty: 4950.669434
	Iteration 20F: 3 clusters Score -3223744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3223771.750000 Penalty: 4950.669434
	Iteration 21Q: 3 clusters Score -3223772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3223803.750000 Penalty: 4950.669434
	Iteration 22Q: 3 clusters Score -3223804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3223818.500000 Penalty: 4950.669434
	Iteration 23Q: 3 clusters Score -3223818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3223826.500000 Penalty: 4950.669434
	Iteration 24Q: 3 clusters Score -3223826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3223847.000000 Penalty: 4950.669434
	Iteration 25Q: 3 clusters Score -3223847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3223850.500000 Penalty: 4950.669434
	Iteration 26Q: 3 clusters Score -3223850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3223849.750000 Penalty: 4950.669434
	Iteration 27Q: 3 clusters Score -3223850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3223859.500000 Penalty: 4950.669434
	Iteration 28Q: 3 clusters Score -3223860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3223858.500000 Penalty: 4950.669434
	Iteration 29Q: 3 clusters Score -3223858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3223863.500000 Penalty: 4950.669434
	Iteration 30Q: 3 clusters Score -3223864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3223860.750000 Penalty: 4950.669434
	Iteration 31Q: 3 clusters Score -3223861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3223856.750000 Penalty: 4950.669434
	Iteration 32Q: 3 clusters Score -3223857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3223861.750000 Penalty: 4950.669434
	Iteration 33Q: 3 clusters Score -3223862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3223861.000000 Penalty: 4950.669434
	Iteration 34Q: 3 clusters Score -3223861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3223863.500000 Penalty: 4950.669434
	Iteration 35Q: 3 clusters Score -3223864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3223865.000000 Penalty: 4950.669434
	Iteration 36Q: 3 clusters Score -3223865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3223863.750000 Penalty: 4950.669434
	Iteration 37Q: 3 clusters Score -3223864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3223863.750000 Penalty: 4950.669434
	Iteration 38F: 3 clusters Score -3223864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -28542.812500 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -28542.81 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 105 members 
Entering Unmasked Estep 
Score: -27412.453125 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -27412.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27515.146484 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -27515.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27572.248047 Penalty: 2672.979736
	Iteration 2F: 3 clusters Score -27572.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27579.482422 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -27579.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27579.482422 Penalty: 2672.979736
	Iteration 4F: 3 clusters Score -27579.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 174 members 
Entering Unmasked Estep 
Score: -41742.585938 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41742.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41889.156250 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41889.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41947.484375 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -41947.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41967.625000 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41967.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41981.343750 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41981.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41987.089844 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -41987.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41992.101562 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -41992.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41992.101562 Penalty: 2854.848145
	Iteration 7F: 3 clusters Score -41992.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Entering Unmasked Estep 
Score: -2614558.500000 Penalty: 2422.651123
	Iteration 0F: 2 clusters Score -2614558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2602148.750000 Penalty: 4845.302246
	Iteration 0F: 3 clusters Score -2602149 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2606830.000000 Penalty: 4845.302246
	Iteration 1F: 3 clusters Score -2606830 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2608132.250000 Penalty: 4845.302246
	Iteration 2F: 3 clusters Score -2608132 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2609513.000000 Penalty: 4845.302246
	Iteration 3F: 3 clusters Score -2609513 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2610658.750000 Penalty: 4845.302246
	Iteration 4F: 3 clusters Score -2610659 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2611546.000000 Penalty: 4845.302246
	Iteration 5F: 3 clusters Score -2611546 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2612197.000000 Penalty: 4845.302246
	Iteration 6F: 3 clusters Score -2612197 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2612718.250000 Penalty: 4845.302246
	Iteration 7Q: 3 clusters Score -2612718 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2613112.750000 Penalty: 4845.302246
	Iteration 8Q: 3 clusters Score -2613113 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2613426.250000 Penalty: 4845.302246
	Iteration 9Q: 3 clusters Score -2613426 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2613731.250000 Penalty: 4845.302246
	Iteration 10Q: 3 clusters Score -2613731 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2614068.750000 Penalty: 4845.302246
	Iteration 11Q: 3 clusters Score -2614069 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2614347.500000 Penalty: 4845.302246
	Iteration 12Q: 3 clusters Score -2614348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2614547.750000 Penalty: 4845.302246
	Iteration 13Q: 3 clusters Score -2614548 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2614649.000000 Penalty: 4845.302246
	Iteration 14Q: 3 clusters Score -2614649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2614718.000000 Penalty: 4845.302246
	Iteration 15Q: 3 clusters Score -2614718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2614755.750000 Penalty: 4845.302246
	Iteration 16Q: 3 clusters Score -2614756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2614786.750000 Penalty: 4845.302246
	Iteration 17Q: 3 clusters Score -2614787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2614792.750000 Penalty: 4845.302246
	Iteration 18Q: 3 clusters Score -2614793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2614806.500000 Penalty: 4845.302246
	Iteration 19Q: 3 clusters Score -2614806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2614807.000000 Penalty: 4845.302246
	Iteration 20F: 3 clusters Score -2614807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2614811.750000 Penalty: 4845.302246
	Iteration 21Q: 3 clusters Score -2614812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2614815.500000 Penalty: 4845.302246
	Iteration 22Q: 3 clusters Score -2614816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2614817.250000 Penalty: 4845.302246
	Iteration 23Q: 3 clusters Score -2614817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2614820.750000 Penalty: 4845.302246
	Iteration 24Q: 3 clusters Score -2614821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2614824.500000 Penalty: 4845.302246
	Iteration 25Q: 3 clusters Score -2614824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2614824.000000 Penalty: 4845.302246
	Iteration 26Q: 3 clusters Score -2614824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2614823.000000 Penalty: 4845.302246
	Iteration 27Q: 3 clusters Score -2614823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2614822.750000 Penalty: 4845.302246
	Iteration 28Q: 3 clusters Score -2614823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2614822.750000 Penalty: 4845.302246
	Iteration 29F: 3 clusters Score -2614823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 3726 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 13753 members 
Entering Unmasked Estep 
Score: -120396360.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120397536.000000 to -120396360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Entering Unmasked Estep 
Score: -16224925.000000 Penalty: 2861.959961
	Iteration 0F: 2 clusters Score -1.622492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -16160630.000000 Penalty: 5723.919922
	Iteration 0F: 3 clusters Score -1.616063e+07 nChanged 48795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -16188790.000000 Penalty: 5723.919922
	Iteration 1F: 3 clusters Score -1.618879e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -16189924.000000 Penalty: 5723.919922
	Iteration 2Q: 3 clusters Score -1.618992e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -16191423.000000 Penalty: 5723.919922
	Iteration 3Q: 3 clusters Score -1.619142e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -16193540.000000 Penalty: 5723.919922
	Iteration 4Q: 3 clusters Score -1.619354e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -16196438.000000 Penalty: 5723.919922
	Iteration 5F: 3 clusters Score -1.619644e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -16199643.000000 Penalty: 5723.919922
	Iteration 6F: 3 clusters Score -1.619964e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -16202607.000000 Penalty: 5723.919922
	Iteration 7F: 3 clusters Score -1.620261e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -16204909.000000 Penalty: 5723.919922
	Iteration 8F: 3 clusters Score -1.620491e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -16206590.000000 Penalty: 5723.919922
	Iteration 9Q: 3 clusters Score -1.620659e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -16208235.000000 Penalty: 5723.919922
	Iteration 10Q: 3 clusters Score -1.620824e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -16210098.000000 Penalty: 5723.919922
	Iteration 11Q: 3 clusters Score -1.62101e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -16211975.000000 Penalty: 5723.919922
	Iteration 12Q: 3 clusters Score -1.621198e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -16214109.000000 Penalty: 5723.919922
	Iteration 13Q: 3 clusters Score -1.621411e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -16216011.000000 Penalty: 5723.919922
	Iteration 14Q: 3 clusters Score -1.621601e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -16217615.000000 Penalty: 5723.919922
	Iteration 15Q: 3 clusters Score -1.621762e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -16218937.000000 Penalty: 5723.919922
	Iteration 16Q: 3 clusters Score -1.621894e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -16219833.000000 Penalty: 5723.919922
	Iteration 17Q: 3 clusters Score -1.621983e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -16220488.000000 Penalty: 5723.919922
	Iteration 18Q: 3 clusters Score -1.622049e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -16220948.000000 Penalty: 5723.919922
	Iteration 19Q: 3 clusters Score -1.622095e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -16221381.000000 Penalty: 5723.919922
	Iteration 20F: 3 clusters Score -1.622138e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -16221592.000000 Penalty: 5723.919922
	Iteration 21Q: 3 clusters Score -1.622159e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -16221873.000000 Penalty: 5723.919922
	Iteration 22Q: 3 clusters Score -1.622187e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -16222074.000000 Penalty: 5723.919922
	Iteration 23Q: 3 clusters Score -1.622207e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -16222257.000000 Penalty: 5723.919922
	Iteration 24Q: 3 clusters Score -1.622226e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -16222362.000000 Penalty: 5723.919922
	Iteration 25Q: 3 clusters Score -1.622236e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -16222471.000000 Penalty: 5723.919922
	Iteration 26Q: 3 clusters Score -1.622247e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -16222500.000000 Penalty: 5723.919922
	Iteration 27Q: 3 clusters Score -1.62225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -16222566.000000 Penalty: 5723.919922
	Iteration 28Q: 3 clusters Score -1.622257e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -16222614.000000 Penalty: 5723.919922
	Iteration 29Q: 3 clusters Score -1.622261e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -16222655.000000 Penalty: 5723.919922
	Iteration 30Q: 3 clusters Score -1.622266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -16222677.000000 Penalty: 5723.919922
	Iteration 31Q: 3 clusters Score -1.622268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -16222679.000000 Penalty: 5723.919922
	Iteration 32Q: 3 clusters Score -1.622268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -16222691.000000 Penalty: 5723.919922
	Iteration 33Q: 3 clusters Score -1.622269e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -16222701.000000 Penalty: 5723.919922
	Iteration 34Q: 3 clusters Score -1.62227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -16222700.000000 Penalty: 5723.919922
	Iteration 35Q: 3 clusters Score -1.62227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -16222706.000000 Penalty: 5723.919922
	Iteration 36Q: 3 clusters Score -1.622271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -16222714.000000 Penalty: 5723.919922
	Iteration 37Q: 3 clusters Score -1.622271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -16222730.000000 Penalty: 5723.919922
	Iteration 38Q: 3 clusters Score -1.622273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -16222741.000000 Penalty: 5723.919922
	Iteration 39Q: 3 clusters Score -1.622274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -16222744.000000 Penalty: 5723.919922
	Iteration 40F: 3 clusters Score -1.622274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -16222770.000000 Penalty: 5723.919922
	Iteration 41Q: 3 clusters Score -1.622277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -16222776.000000 Penalty: 5723.919922
	Iteration 42Q: 3 clusters Score -1.622278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -16222782.000000 Penalty: 5723.919922
	Iteration 43Q: 3 clusters Score -1.622278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -16222771.000000 Penalty: 5723.919922
	Iteration 44Q: 3 clusters Score -1.622277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -16222781.000000 Penalty: 5723.919922
	Iteration 45Q: 3 clusters Score -1.622278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -16222793.000000 Penalty: 5723.919922
	Iteration 46Q: 3 clusters Score -1.622279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -16222797.000000 Penalty: 5723.919922
	Iteration 47Q: 3 clusters Score -1.62228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -16222797.000000 Penalty: 5723.919922
	Iteration 48F: 3 clusters Score -1.62228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 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 321 members 
Entering Unmasked Estep 
Score: -102726.007812 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102920.148438 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102920.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102981.929688 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -102981.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103016.835938 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103035.226562 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103039.210938 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103039.210938 Penalty: 3234.228271
	Iteration 6F: 3 clusters Score -103039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Entering Unmasked Estep 
Score: -2527177.000000 Penalty: 2419.366211
	Iteration 0F: 2 clusters Score -2527177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2514861.000000 Penalty: 4838.732422
	Iteration 0F: 3 clusters Score -2514861 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2519255.500000 Penalty: 4838.732422
	Iteration 1F: 3 clusters Score -2519256 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2519962.000000 Penalty: 4838.732422
	Iteration 2F: 3 clusters Score -2519962 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2520596.500000 Penalty: 4838.732422
	Iteration 3F: 3 clusters Score -2520596 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2521246.000000 Penalty: 4838.732422
	Iteration 4F: 3 clusters Score -2521246 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2521918.000000 Penalty: 4838.732422
	Iteration 5F: 3 clusters Score -2521918 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2522520.000000 Penalty: 4838.732422
	Iteration 6F: 3 clusters Score -2522520 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2523042.500000 Penalty: 4838.732422
	Iteration 7F: 3 clusters Score -2523042 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2523455.750000 Penalty: 4838.732422
	Iteration 8Q: 3 clusters Score -2523456 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2523803.250000 Penalty: 4838.732422
	Iteration 9Q: 3 clusters Score -2523803 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2524051.500000 Penalty: 4838.732422
	Iteration 10Q: 3 clusters Score -2524052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2524242.250000 Penalty: 4838.732422
	Iteration 11Q: 3 clusters Score -2524242 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2524358.250000 Penalty: 4838.732422
	Iteration 12Q: 3 clusters Score -2524358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2524441.250000 Penalty: 4838.732422
	Iteration 13Q: 3 clusters Score -2524441 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2524502.750000 Penalty: 4838.732422
	Iteration 14Q: 3 clusters Score -2524503 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2524544.500000 Penalty: 4838.732422
	Iteration 15Q: 3 clusters Score -2524544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2524565.000000 Penalty: 4838.732422
	Iteration 16Q: 3 clusters Score -2524565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2524585.500000 Penalty: 4838.732422
	Iteration 17Q: 3 clusters Score -2524586 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2524606.000000 Penalty: 4838.732422
	Iteration 18Q: 3 clusters Score -2524606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2524626.250000 Penalty: 4838.732422
	Iteration 19Q: 3 clusters Score -2524626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2524639.750000 Penalty: 4838.732422
	Iteration 20F: 3 clusters Score -2524640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2524651.000000 Penalty: 4838.732422
	Iteration 21Q: 3 clusters Score -2524651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2524661.250000 Penalty: 4838.732422
	Iteration 22Q: 3 clusters Score -2524661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2524676.750000 Penalty: 4838.732422
	Iteration 23Q: 3 clusters Score -2524677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2524691.250000 Penalty: 4838.732422
	Iteration 24Q: 3 clusters Score -2524691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2524699.750000 Penalty: 4838.732422
	Iteration 25Q: 3 clusters Score -2524700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2524717.000000 Penalty: 4838.732422
	Iteration 26Q: 3 clusters Score -2524717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2524737.500000 Penalty: 4838.732422
	Iteration 27Q: 3 clusters Score -2524738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2524742.250000 Penalty: 4838.732422
	Iteration 28Q: 3 clusters Score -2524742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2524783.250000 Penalty: 4838.732422
	Iteration 29Q: 3 clusters Score -2524783 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2524833.250000 Penalty: 4838.732422
	Iteration 30Q: 3 clusters Score -2524833 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2524898.500000 Penalty: 4838.732422
	Iteration 31Q: 3 clusters Score -2524898 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2525033.750000 Penalty: 4838.732422
	Iteration 32Q: 3 clusters Score -2525034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2525284.000000 Penalty: 4838.732422
	Iteration 33Q: 3 clusters Score -2525284 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2525630.750000 Penalty: 4838.732422
	Iteration 34Q: 3 clusters Score -2525631 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2525973.750000 Penalty: 4838.732422
	Iteration 35Q: 3 clusters Score -2525974 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2526146.250000 Penalty: 4838.732422
	Iteration 36Q: 3 clusters Score -2526146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2526243.750000 Penalty: 4838.732422
	Iteration 37Q: 3 clusters Score -2526244 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2526304.250000 Penalty: 4838.732422
	Iteration 38Q: 3 clusters Score -2526304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2526320.750000 Penalty: 4838.732422
	Iteration 39Q: 3 clusters Score -2526321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2526333.500000 Penalty: 4838.732422
	Iteration 40F: 3 clusters Score -2526334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2526341.750000 Penalty: 4838.732422
	Iteration 41Q: 3 clusters Score -2526342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2526353.750000 Penalty: 4838.732422
	Iteration 42Q: 3 clusters Score -2526354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2526365.750000 Penalty: 4838.732422
	Iteration 43Q: 3 clusters Score -2526366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2526360.250000 Penalty: 4838.732422
	Iteration 44Q: 3 clusters Score -2526360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2526368.500000 Penalty: 4838.732422
	Iteration 45Q: 3 clusters Score -2526368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2526371.250000 Penalty: 4838.732422
	Iteration 46Q: 3 clusters Score -2526371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2526371.750000 Penalty: 4838.732422
	Iteration 47Q: 3 clusters Score -2526372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2526382.750000 Penalty: 4838.732422
	Iteration 48Q: 3 clusters Score -2526383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2526383.000000 Penalty: 4838.732422
	Iteration 49Q: 3 clusters Score -2526383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2526383.000000 Penalty: 4838.732422
	Iteration 50Q: 3 clusters Score -2526383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2526379.500000 Penalty: 4838.732422
	Iteration 51Q: 3 clusters Score -2526380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2526387.500000 Penalty: 4838.732422
	Iteration 52Q: 3 clusters Score -2526388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2526389.250000 Penalty: 4838.732422
	Iteration 53Q: 3 clusters Score -2526389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2526396.500000 Penalty: 4838.732422
	Iteration 54Q: 3 clusters Score -2526396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2526402.000000 Penalty: 4838.732422
	Iteration 55Q: 3 clusters Score -2526402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2526402.500000 Penalty: 4838.732422
	Iteration 56Q: 3 clusters Score -2526402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2526403.750000 Penalty: 4838.732422
	Iteration 57Q: 3 clusters Score -2526404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2526408.500000 Penalty: 4838.732422
	Iteration 58Q: 3 clusters Score -2526408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2526411.500000 Penalty: 4838.732422
	Iteration 59Q: 3 clusters Score -2526412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2526414.750000 Penalty: 4838.732422
	Iteration 60F: 3 clusters Score -2526415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2526413.750000 Penalty: 4838.732422
	Iteration 61Q: 3 clusters Score -2526414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2526408.500000 Penalty: 4838.732422
	Iteration 62Q: 3 clusters Score -2526408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2526407.750000 Penalty: 4838.732422
	Iteration 63Q: 3 clusters Score -2526408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2526411.750000 Penalty: 4838.732422
	Iteration 64Q: 3 clusters Score -2526412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2526410.000000 Penalty: 4838.732422
	Iteration 65Q: 3 clusters Score -2526410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2526409.500000 Penalty: 4838.732422
	Iteration 66Q: 3 clusters Score -2526410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2526416.250000 Penalty: 4838.732422
	Iteration 67Q: 3 clusters Score -2526416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2526425.000000 Penalty: 4838.732422
	Iteration 68Q: 3 clusters Score -2526425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2526423.250000 Penalty: 4838.732422
	Iteration 69Q: 3 clusters Score -2526423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2526424.250000 Penalty: 4838.732422
	Iteration 70Q: 3 clusters Score -2526424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2526422.750000 Penalty: 4838.732422
	Iteration 71Q: 3 clusters Score -2526423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2526426.000000 Penalty: 4838.732422
	Iteration 72Q: 3 clusters Score -2526426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2526431.750000 Penalty: 4838.732422
	Iteration 73Q: 3 clusters Score -2526432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2526432.000000 Penalty: 4838.732422
	Iteration 74Q: 3 clusters Score -2526432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2526433.000000 Penalty: 4838.732422
	Iteration 75Q: 3 clusters Score -2526433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2526429.500000 Penalty: 4838.732422
	Iteration 76Q: 3 clusters Score -2526430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2526437.000000 Penalty: 4838.732422
	Iteration 77Q: 3 clusters Score -2526437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2526430.750000 Penalty: 4838.732422
	Iteration 78Q: 3 clusters Score -2526431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2526432.000000 Penalty: 4838.732422
	Iteration 79Q: 3 clusters Score -2526432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2526432.500000 Penalty: 4838.732422
	Iteration 80F: 3 clusters Score -2526432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2526434.750000 Penalty: 4838.732422
	Iteration 81Q: 3 clusters Score -2526435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2526433.500000 Penalty: 4838.732422
	Iteration 82Q: 3 clusters Score -2526434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2526434.750000 Penalty: 4838.732422
	Iteration 83Q: 3 clusters Score -2526435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2526439.000000 Penalty: 4838.732422
	Iteration 84Q: 3 clusters Score -2526439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2526437.000000 Penalty: 4838.732422
	Iteration 85Q: 3 clusters Score -2526437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2526436.500000 Penalty: 4838.732422
	Iteration 86Q: 3 clusters Score -2526436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2526442.000000 Penalty: 4838.732422
	Iteration 87Q: 3 clusters Score -2526442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2526440.000000 Penalty: 4838.732422
	Iteration 88Q: 3 clusters Score -2526440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2526440.000000 Penalty: 4838.732422
	Iteration 89Q: 3 clusters Score -2526440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2526437.500000 Penalty: 4838.732422
	Iteration 90Q: 3 clusters Score -2526438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2526439.250000 Penalty: 4838.732422
	Iteration 91Q: 3 clusters Score -2526439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2526440.750000 Penalty: 4838.732422
	Iteration 92Q: 3 clusters Score -2526441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2526440.750000 Penalty: 4838.732422
	Iteration 93Q: 3 clusters Score -2526441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2526438.750000 Penalty: 4838.732422
	Iteration 94Q: 3 clusters Score -2526439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2526445.500000 Penalty: 4838.732422
	Iteration 95Q: 3 clusters Score -2526446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2526441.250000 Penalty: 4838.732422
	Iteration 96Q: 3 clusters Score -2526441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2526440.750000 Penalty: 4838.732422
	Iteration 97Q: 3 clusters Score -2526441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2526441.250000 Penalty: 4838.732422
	Iteration 98Q: 3 clusters Score -2526441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2526447.500000 Penalty: 4838.732422
	Iteration 99Q: 3 clusters Score -2526448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2526451.250000 Penalty: 4838.732422
	Iteration 100F: 3 clusters Score -2526451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2526454.000000 Penalty: 4838.732422
	Iteration 101Q: 3 clusters Score -2526454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2526455.250000 Penalty: 4838.732422
	Iteration 102Q: 3 clusters Score -2526455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2526447.500000 Penalty: 4838.732422
	Iteration 103Q: 3 clusters Score -2526448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2526453.500000 Penalty: 4838.732422
	Iteration 104Q: 3 clusters Score -2526454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2526448.750000 Penalty: 4838.732422
	Iteration 105Q: 3 clusters Score -2526449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2526457.250000 Penalty: 4838.732422
	Iteration 106Q: 3 clusters Score -2526457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2526460.000000 Penalty: 4838.732422
	Iteration 107Q: 3 clusters Score -2526460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2526456.750000 Penalty: 4838.732422
	Iteration 108Q: 3 clusters Score -2526457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2526461.250000 Penalty: 4838.732422
	Iteration 109Q: 3 clusters Score -2526461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2526458.000000 Penalty: 4838.732422
	Iteration 110Q: 3 clusters Score -2526458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2526457.750000 Penalty: 4838.732422
	Iteration 111Q: 3 clusters Score -2526458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2526460.250000 Penalty: 4838.732422
	Iteration 112Q: 3 clusters Score -2526460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2526466.750000 Penalty: 4838.732422
	Iteration 113Q: 3 clusters Score -2526467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2526467.500000 Penalty: 4838.732422
	Iteration 114Q: 3 clusters Score -2526468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2526470.500000 Penalty: 4838.732422
	Iteration 115Q: 3 clusters Score -2526470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2526474.250000 Penalty: 4838.732422
	Iteration 116Q: 3 clusters Score -2526474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2526474.250000 Penalty: 4838.732422
	Iteration 117Q: 3 clusters Score -2526474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2526474.000000 Penalty: 4838.732422
	Iteration 118Q: 3 clusters Score -2526474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2526478.500000 Penalty: 4838.732422
	Iteration 119Q: 3 clusters Score -2526478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2526480.000000 Penalty: 4838.732422
	Iteration 120F: 3 clusters Score -2526480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2526478.750000 Penalty: 4838.732422
	Iteration 121Q: 3 clusters Score -2526479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2526481.000000 Penalty: 4838.732422
	Iteration 122Q: 3 clusters Score -2526481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2526478.250000 Penalty: 4838.732422
	Iteration 123Q: 3 clusters Score -2526478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2526488.250000 Penalty: 4838.732422
	Iteration 124Q: 3 clusters Score -2526488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2526488.750000 Penalty: 4838.732422
	Iteration 125Q: 3 clusters Score -2526489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2526490.750000 Penalty: 4838.732422
	Iteration 126Q: 3 clusters Score -2526491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2526491.500000 Penalty: 4838.732422
	Iteration 127Q: 3 clusters Score -2526492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2526496.000000 Penalty: 4838.732422
	Iteration 128Q: 3 clusters Score -2526496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2526498.000000 Penalty: 4838.732422
	Iteration 129Q: 3 clusters Score -2526498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2526507.750000 Penalty: 4838.732422
	Iteration 130Q: 3 clusters Score -2526508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2526512.250000 Penalty: 4838.732422
	Iteration 131Q: 3 clusters Score -2526512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2526517.000000 Penalty: 4838.732422
	Iteration 132Q: 3 clusters Score -2526517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2526527.750000 Penalty: 4838.732422
	Iteration 133Q: 3 clusters Score -2526528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2526516.750000 Penalty: 4838.732422
	Iteration 134Q: 3 clusters Score -2526517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2526525.250000 Penalty: 4838.732422
	Iteration 135Q: 3 clusters Score -2526525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2526522.500000 Penalty: 4838.732422
	Iteration 136Q: 3 clusters Score -2526522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2526524.750000 Penalty: 4838.732422
	Iteration 137Q: 3 clusters Score -2526525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2526532.000000 Penalty: 4838.732422
	Iteration 138Q: 3 clusters Score -2526532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2526531.500000 Penalty: 4838.732422
	Iteration 139Q: 3 clusters Score -2526532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2526530.500000 Penalty: 4838.732422
	Iteration 140F: 3 clusters Score -2526530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2526528.750000 Penalty: 4838.732422
	Iteration 141Q: 3 clusters Score -2526529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2526528.500000 Penalty: 4838.732422
	Iteration 142Q: 3 clusters Score -2526528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2526528.000000 Penalty: 4838.732422
	Iteration 143Q: 3 clusters Score -2526528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2526528.000000 Penalty: 4838.732422
	Iteration 144Q: 3 clusters Score -2526528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2526532.500000 Penalty: 4838.732422
	Iteration 145Q: 3 clusters Score -2526532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2526527.000000 Penalty: 4838.732422
	Iteration 146Q: 3 clusters Score -2526527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2526533.500000 Penalty: 4838.732422
	Iteration 147Q: 3 clusters Score -2526534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2526532.000000 Penalty: 4838.732422
	Iteration 148Q: 3 clusters Score -2526532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2526530.500000 Penalty: 4838.732422
	Iteration 149Q: 3 clusters Score -2526530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2526531.000000 Penalty: 4838.732422
	Iteration 150Q: 3 clusters Score -2526531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2526531.250000 Penalty: 4838.732422
	Iteration 151Q: 3 clusters Score -2526531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2526531.250000 Penalty: 4838.732422
	Iteration 152F: 3 clusters Score -2526531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 137 members 
Entering Unmasked Estep 
Score: -32015.421875 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -32015.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32230.185547 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32230.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32320.341797 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32320.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32365.492188 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32365.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32373.185547 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32373.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32377.101562 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32377.101562 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -32377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Entering Unmasked Estep 
Score: -1181166.750000 Penalty: 2230.185059
	Iteration 0F: 2 clusters Score -1181167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1174732.625000 Penalty: 4460.370117
	Iteration 0F: 3 clusters Score -1174733 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1176828.000000 Penalty: 4460.370117
	Iteration 1F: 3 clusters Score -1176828 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1177278.500000 Penalty: 4460.370117
	Iteration 2F: 3 clusters Score -1177278 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1177628.375000 Penalty: 4460.370117
	Iteration 3F: 3 clusters Score -1177628 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1177905.375000 Penalty: 4460.370117
	Iteration 4F: 3 clusters Score -1177905 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1178158.750000 Penalty: 4460.370117
	Iteration 5Q: 3 clusters Score -1178159 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1178321.875000 Penalty: 4460.370117
	Iteration 6Q: 3 clusters Score -1178322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1178460.000000 Penalty: 4460.370117
	Iteration 7Q: 3 clusters Score -1178460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1178587.625000 Penalty: 4460.370117
	Iteration 8Q: 3 clusters Score -1178588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1178678.875000 Penalty: 4460.370117
	Iteration 9Q: 3 clusters Score -1178679 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1178746.875000 Penalty: 4460.370117
	Iteration 10Q: 3 clusters Score -1178747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1178818.375000 Penalty: 4460.370117
	Iteration 11Q: 3 clusters Score -1178818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1178883.750000 Penalty: 4460.370117
	Iteration 12Q: 3 clusters Score -1178884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1178944.875000 Penalty: 4460.370117
	Iteration 13Q: 3 clusters Score -1178945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1179006.000000 Penalty: 4460.370117
	Iteration 14Q: 3 clusters Score -1179006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1179065.375000 Penalty: 4460.370117
	Iteration 15Q: 3 clusters Score -1179065 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1179121.125000 Penalty: 4460.370117
	Iteration 16Q: 3 clusters Score -1179121 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1179174.375000 Penalty: 4460.370117
	Iteration 17Q: 3 clusters Score -1179174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1179201.875000 Penalty: 4460.370117
	Iteration 18Q: 3 clusters Score -1179202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1179219.750000 Penalty: 4460.370117
	Iteration 19Q: 3 clusters Score -1179220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1179231.750000 Penalty: 4460.370117
	Iteration 20F: 3 clusters Score -1179232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1179237.875000 Penalty: 4460.370117
	Iteration 21Q: 3 clusters Score -1179238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1179243.250000 Penalty: 4460.370117
	Iteration 22Q: 3 clusters Score -1179243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1179246.000000 Penalty: 4460.370117
	Iteration 23Q: 3 clusters Score -1179246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1179252.250000 Penalty: 4460.370117
	Iteration 24Q: 3 clusters Score -1179252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1179254.750000 Penalty: 4460.370117
	Iteration 25Q: 3 clusters Score -1179255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1179259.500000 Penalty: 4460.370117
	Iteration 26Q: 3 clusters Score -1179260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1179265.250000 Penalty: 4460.370117
	Iteration 27Q: 3 clusters Score -1179265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1179272.500000 Penalty: 4460.370117
	Iteration 28Q: 3 clusters Score -1179272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1179274.500000 Penalty: 4460.370117
	Iteration 29Q: 3 clusters Score -1179274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1179280.250000 Penalty: 4460.370117
	Iteration 30Q: 3 clusters Score -1179280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1179280.875000 Penalty: 4460.370117
	Iteration 31Q: 3 clusters Score -1179281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1179283.250000 Penalty: 4460.370117
	Iteration 32Q: 3 clusters Score -1179283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1179286.500000 Penalty: 4460.370117
	Iteration 33Q: 3 clusters Score -1179286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1179289.000000 Penalty: 4460.370117
	Iteration 34Q: 3 clusters Score -1179289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1179293.625000 Penalty: 4460.370117
	Iteration 35Q: 3 clusters Score -1179294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1179298.875000 Penalty: 4460.370117
	Iteration 36Q: 3 clusters Score -1179299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1179302.875000 Penalty: 4460.370117
	Iteration 37Q: 3 clusters Score -1179303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1179304.750000 Penalty: 4460.370117
	Iteration 38Q: 3 clusters Score -1179305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1179306.375000 Penalty: 4460.370117
	Iteration 39Q: 3 clusters Score -1179306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1179310.750000 Penalty: 4460.370117
	Iteration 40F: 3 clusters Score -1179311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1179311.000000 Penalty: 4460.370117
	Iteration 41Q: 3 clusters Score -1179311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1179311.375000 Penalty: 4460.370117
	Iteration 42Q: 3 clusters Score -1179311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1179316.375000 Penalty: 4460.370117
	Iteration 43Q: 3 clusters Score -1179316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1179315.750000 Penalty: 4460.370117
	Iteration 44Q: 3 clusters Score -1179316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1179316.750000 Penalty: 4460.370117
	Iteration 45Q: 3 clusters Score -1179317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1179318.875000 Penalty: 4460.370117
	Iteration 46Q: 3 clusters Score -1179319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1179321.000000 Penalty: 4460.370117
	Iteration 47Q: 3 clusters Score -1179321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1179320.625000 Penalty: 4460.370117
	Iteration 48Q: 3 clusters Score -1179321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1179319.875000 Penalty: 4460.370117
	Iteration 49Q: 3 clusters Score -1179320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1179318.750000 Penalty: 4460.370117
	Iteration 50Q: 3 clusters Score -1179319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1179318.750000 Penalty: 4460.370117
	Iteration 51Q: 3 clusters Score -1179319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1179318.750000 Penalty: 4460.370117
	Iteration 52F: 3 clusters Score -1179319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Entering Unmasked Estep 
Score: -5072797.000000 Penalty: 2576.211426
	Iteration 0F: 2 clusters Score -5072797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5050541.500000 Penalty: 5152.422852
	Iteration 0F: 3 clusters Score -5050542 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5058552.500000 Penalty: 5152.422852
	Iteration 1F: 3 clusters Score -5058552 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5059173.500000 Penalty: 5152.422852
	Iteration 2F: 3 clusters Score -5059174 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5059923.500000 Penalty: 5152.422852
	Iteration 3F: 3 clusters Score -5059924 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5060937.500000 Penalty: 5152.422852
	Iteration 4F: 3 clusters Score -5060938 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5062271.000000 Penalty: 5152.422852
	Iteration 5F: 3 clusters Score -5062271 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -5063700.000000 Penalty: 5152.422852
	Iteration 6F: 3 clusters Score -5063700 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5065155.000000 Penalty: 5152.422852
	Iteration 7F: 3 clusters Score -5065155 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -5066504.000000 Penalty: 5152.422852
	Iteration 8F: 3 clusters Score -5066504 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5067653.000000 Penalty: 5152.422852
	Iteration 9Q: 3 clusters Score -5067653 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5068613.000000 Penalty: 5152.422852
	Iteration 10Q: 3 clusters Score -5068613 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5069429.500000 Penalty: 5152.422852
	Iteration 11Q: 3 clusters Score -5069430 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5069944.500000 Penalty: 5152.422852
	Iteration 12Q: 3 clusters Score -5069944 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5070216.500000 Penalty: 5152.422852
	Iteration 13Q: 3 clusters Score -5070216 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5070381.500000 Penalty: 5152.422852
	Iteration 14Q: 3 clusters Score -5070382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5070451.000000 Penalty: 5152.422852
	Iteration 15Q: 3 clusters Score -5070451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5070518.000000 Penalty: 5152.422852
	Iteration 16Q: 3 clusters Score -5070518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5070552.500000 Penalty: 5152.422852
	Iteration 17Q: 3 clusters Score -5070552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5070580.000000 Penalty: 5152.422852
	Iteration 18Q: 3 clusters Score -5070580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5070596.500000 Penalty: 5152.422852
	Iteration 19Q: 3 clusters Score -5070596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5070608.500000 Penalty: 5152.422852
	Iteration 20F: 3 clusters Score -5070608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5070613.500000 Penalty: 5152.422852
	Iteration 21Q: 3 clusters Score -5070614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5070620.000000 Penalty: 5152.422852
	Iteration 22Q: 3 clusters Score -5070620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5070623.500000 Penalty: 5152.422852
	Iteration 23Q: 3 clusters Score -5070624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5070627.000000 Penalty: 5152.422852
	Iteration 24Q: 3 clusters Score -5070627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5070630.000000 Penalty: 5152.422852
	Iteration 25Q: 3 clusters Score -5070630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5070638.500000 Penalty: 5152.422852
	Iteration 26Q: 3 clusters Score -5070638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5070642.500000 Penalty: 5152.422852
	Iteration 27Q: 3 clusters Score -5070642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5070641.000000 Penalty: 5152.422852
	Iteration 28Q: 3 clusters Score -5070641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5070646.500000 Penalty: 5152.422852
	Iteration 29Q: 3 clusters Score -5070646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5070649.500000 Penalty: 5152.422852
	Iteration 30Q: 3 clusters Score -5070650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5070649.500000 Penalty: 5152.422852
	Iteration 31F: 3 clusters Score -5070650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Entering Unmasked Estep 
Score: -10726837.000000 Penalty: 2759.188965
	Iteration 0F: 2 clusters Score -1.072684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -10682291.000000 Penalty: 5518.377930
	Iteration 0F: 3 clusters Score -1.068229e+07 nChanged 31722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10700350.000000 Penalty: 5518.377930
	Iteration 1F: 3 clusters Score -1.070035e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -10701303.000000 Penalty: 5518.377930
	Iteration 2Q: 3 clusters Score -1.07013e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -10702528.000000 Penalty: 5518.377930
	Iteration 3Q: 3 clusters Score -1.070253e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -10704330.000000 Penalty: 5518.377930
	Iteration 4F: 3 clusters Score -1.070433e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -10707331.000000 Penalty: 5518.377930
	Iteration 5F: 3 clusters Score -1.070733e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -10711687.000000 Penalty: 5518.377930
	Iteration 6F: 3 clusters Score -1.071169e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -10716552.000000 Penalty: 5518.377930
	Iteration 7F: 3 clusters Score -1.071655e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -10720509.000000 Penalty: 5518.377930
	Iteration 8F: 3 clusters Score -1.072051e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -10722752.000000 Penalty: 5518.377930
	Iteration 9Q: 3 clusters Score -1.072275e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -10723688.000000 Penalty: 5518.377930
	Iteration 10Q: 3 clusters Score -1.072369e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -10724023.000000 Penalty: 5518.377930
	Iteration 11Q: 3 clusters Score -1.072402e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -10724188.000000 Penalty: 5518.377930
	Iteration 12Q: 3 clusters Score -1.072419e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -10724282.000000 Penalty: 5518.377930
	Iteration 13Q: 3 clusters Score -1.072428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -10724340.000000 Penalty: 5518.377930
	Iteration 14Q: 3 clusters Score -1.072434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -10724362.000000 Penalty: 5518.377930
	Iteration 15Q: 3 clusters Score -1.072436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -10724391.000000 Penalty: 5518.377930
	Iteration 16Q: 3 clusters Score -1.072439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -10724399.000000 Penalty: 5518.377930
	Iteration 17Q: 3 clusters Score -1.07244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -10724402.000000 Penalty: 5518.377930
	Iteration 18Q: 3 clusters Score -1.07244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -10724406.000000 Penalty: 5518.377930
	Iteration 19Q: 3 clusters Score -1.072441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -10724406.000000 Penalty: 5518.377930
	Iteration 20F: 3 clusters Score -1.072441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -10724415.000000 Penalty: 5518.377930
	Iteration 21Q: 3 clusters Score -1.072442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -10724417.000000 Penalty: 5518.377930
	Iteration 22Q: 3 clusters Score -1.072442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -10724419.000000 Penalty: 5518.377930
	Iteration 23Q: 3 clusters Score -1.072442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -10724417.000000 Penalty: 5518.377930
	Iteration 24Q: 3 clusters Score -1.072442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -10724418.000000 Penalty: 5518.377930
	Iteration 25Q: 3 clusters Score -1.072442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10724422.000000 Penalty: 5518.377930
	Iteration 26Q: 3 clusters Score -1.072442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -10724423.000000 Penalty: 5518.377930
	Iteration 27Q: 3 clusters Score -1.072442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -10724429.000000 Penalty: 5518.377930
	Iteration 28Q: 3 clusters Score -1.072443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10724429.000000 Penalty: 5518.377930
	Iteration 29Q: 3 clusters Score -1.072443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -10724431.000000 Penalty: 5518.377930
	Iteration 30Q: 3 clusters Score -1.072443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -10724430.000000 Penalty: 5518.377930
	Iteration 31Q: 3 clusters Score -1.072443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -10724432.000000 Penalty: 5518.377930
	Iteration 32Q: 3 clusters Score -1.072443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -10724434.000000 Penalty: 5518.377930
	Iteration 33Q: 3 clusters Score -1.072443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -10724434.000000 Penalty: 5518.377930
	Iteration 34F: 3 clusters Score -1.072443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2641986.500000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2641986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2629267.000000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2629267 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2633716.250000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2633716 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2634285.500000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2634286 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2634805.250000 Penalty: 4851.478516
	Iteration 3F: 3 clusters Score -2634805 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2635342.500000 Penalty: 4851.478516
	Iteration 4F: 3 clusters Score -2635342 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2635944.250000 Penalty: 4851.478516
	Iteration 5F: 3 clusters Score -2635944 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2636550.000000 Penalty: 4851.478516
	Iteration 6F: 3 clusters Score -2636550 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2637187.500000 Penalty: 4851.478516
	Iteration 7F: 3 clusters Score -2637188 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2637798.250000 Penalty: 4851.478516
	Iteration 8Q: 3 clusters Score -2637798 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2638285.750000 Penalty: 4851.478516
	Iteration 9Q: 3 clusters Score -2638286 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2638636.250000 Penalty: 4851.478516
	Iteration 10Q: 3 clusters Score -2638636 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2638900.500000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2638900 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2639073.250000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2639073 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2639209.750000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2639210 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2639321.750000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2639322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2639400.500000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2639400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2639453.250000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2639453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2639515.250000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2639515 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2639559.000000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2639559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2639608.250000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2639608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2639662.500000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2639662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2639710.000000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2639710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2639732.750000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2639733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2639762.750000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2639763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2639797.000000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2639797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2639820.000000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2639820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2639844.750000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2639845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2639857.750000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2639858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2639876.250000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2639876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2639881.500000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2639882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2639888.250000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2639888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2639899.250000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2639899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2639899.500000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2639900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2639908.000000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2639908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2639919.500000 Penalty: 4851.478516
	Iteration 34Q: 3 clusters Score -2639920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2639920.750000 Penalty: 4851.478516
	Iteration 35Q: 3 clusters Score -2639921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2639924.000000 Penalty: 4851.478516
	Iteration 36Q: 3 clusters Score -2639924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2639932.000000 Penalty: 4851.478516
	Iteration 37Q: 3 clusters Score -2639932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2639931.500000 Penalty: 4851.478516
	Iteration 38Q: 3 clusters Score -2639932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2639930.000000 Penalty: 4851.478516
	Iteration 39Q: 3 clusters Score -2639930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2639933.000000 Penalty: 4851.478516
	Iteration 40F: 3 clusters Score -2639933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2639937.000000 Penalty: 4851.478516
	Iteration 41Q: 3 clusters Score -2639937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2639938.250000 Penalty: 4851.478516
	Iteration 42Q: 3 clusters Score -2639938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2639939.250000 Penalty: 4851.478516
	Iteration 43Q: 3 clusters Score -2639939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2639945.500000 Penalty: 4851.478516
	Iteration 44Q: 3 clusters Score -2639946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2639950.500000 Penalty: 4851.478516
	Iteration 45Q: 3 clusters Score -2639950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2639953.750000 Penalty: 4851.478516
	Iteration 46Q: 3 clusters Score -2639954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2639954.250000 Penalty: 4851.478516
	Iteration 47Q: 3 clusters Score -2639954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2639959.000000 Penalty: 4851.478516
	Iteration 48Q: 3 clusters Score -2639959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2639960.500000 Penalty: 4851.478516
	Iteration 49Q: 3 clusters Score -2639960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2639966.250000 Penalty: 4851.478516
	Iteration 50Q: 3 clusters Score -2639966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2639964.000000 Penalty: 4851.478516
	Iteration 51Q: 3 clusters Score -2639964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2639963.500000 Penalty: 4851.478516
	Iteration 52Q: 3 clusters Score -2639964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2639966.500000 Penalty: 4851.478516
	Iteration 53Q: 3 clusters Score -2639966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2639964.500000 Penalty: 4851.478516
	Iteration 54Q: 3 clusters Score -2639964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2639966.250000 Penalty: 4851.478516
	Iteration 55Q: 3 clusters Score -2639966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2639967.250000 Penalty: 4851.478516
	Iteration 56Q: 3 clusters Score -2639967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2639967.250000 Penalty: 4851.478516
	Iteration 57F: 3 clusters Score -2639967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 142 members 
Entering Unmasked Estep 
Score: -35193.781250 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35193.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35284.699219 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35284.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35327.707031 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35327.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35353.414062 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35353.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35363.593750 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35363.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35376.449219 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35376.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35379.109375 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -35379.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35384.136719 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -35384.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35389.417969 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -35389.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35399.691406 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -35399.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35399.691406 Penalty: 2789.512695
	Iteration 10F: 3 clusters Score -35399.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Entering Unmasked Estep 
Score: -7827375.000000 Penalty: 2686.938721
	Iteration 0F: 2 clusters Score -7827375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -7793063.000000 Penalty: 5373.877441
	Iteration 0F: 3 clusters Score -7793063 nChanged 23557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -7806210.500000 Penalty: 5373.877441
	Iteration 1F: 3 clusters Score -7806210 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7807338.000000 Penalty: 5373.877441
	Iteration 2Q: 3 clusters Score -7807338 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7808870.500000 Penalty: 5373.877441
	Iteration 3F: 3 clusters Score -7808870 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -7810878.000000 Penalty: 5373.877441
	Iteration 4F: 3 clusters Score -7810878 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -7813385.500000 Penalty: 5373.877441
	Iteration 5F: 3 clusters Score -7813386 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7815944.000000 Penalty: 5373.877441
	Iteration 6F: 3 clusters Score -7815944 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -7818020.000000 Penalty: 5373.877441
	Iteration 7F: 3 clusters Score -7818020 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7819266.000000 Penalty: 5373.877441
	Iteration 8F: 3 clusters Score -7819266 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -7820046.500000 Penalty: 5373.877441
	Iteration 9Q: 3 clusters Score -7820046 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -7820500.500000 Penalty: 5373.877441
	Iteration 10Q: 3 clusters Score -7820500 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -7820744.000000 Penalty: 5373.877441
	Iteration 11Q: 3 clusters Score -7820744 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7820922.500000 Penalty: 5373.877441
	Iteration 12Q: 3 clusters Score -7820922 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -7821067.500000 Penalty: 5373.877441
	Iteration 13Q: 3 clusters Score -7821068 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -7821261.000000 Penalty: 5373.877441
	Iteration 14Q: 3 clusters Score -7821261 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7821457.000000 Penalty: 5373.877441
	Iteration 15Q: 3 clusters Score -7821457 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7821681.000000 Penalty: 5373.877441
	Iteration 16Q: 3 clusters Score -7821681 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7822107.000000 Penalty: 5373.877441
	Iteration 17Q: 3 clusters Score -7822107 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7822615.500000 Penalty: 5373.877441
	Iteration 18Q: 3 clusters Score -7822616 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -7823290.500000 Penalty: 5373.877441
	Iteration 19Q: 3 clusters Score -7823290 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7823884.000000 Penalty: 5373.877441
	Iteration 20F: 3 clusters Score -7823884 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -7824427.000000 Penalty: 5373.877441
	Iteration 21Q: 3 clusters Score -7824427 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -7824825.000000 Penalty: 5373.877441
	Iteration 22Q: 3 clusters Score -7824825 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -7825153.000000 Penalty: 5373.877441
	Iteration 23Q: 3 clusters Score -7825153 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -7825390.000000 Penalty: 5373.877441
	Iteration 24Q: 3 clusters Score -7825390 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -7825559.500000 Penalty: 5373.877441
	Iteration 25Q: 3 clusters Score -7825560 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -7825707.000000 Penalty: 5373.877441
	Iteration 26Q: 3 clusters Score -7825707 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -7825803.500000 Penalty: 5373.877441
	Iteration 27Q: 3 clusters Score -7825804 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -7825836.000000 Penalty: 5373.877441
	Iteration 28Q: 3 clusters Score -7825836 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -7825899.500000 Penalty: 5373.877441
	Iteration 29Q: 3 clusters Score -7825900 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7825943.000000 Penalty: 5373.877441
	Iteration 30Q: 3 clusters Score -7825943 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -7825953.000000 Penalty: 5373.877441
	Iteration 31Q: 3 clusters Score -7825953 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -7825962.000000 Penalty: 5373.877441
	Iteration 32Q: 3 clusters Score -7825962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -7825987.000000 Penalty: 5373.877441
	Iteration 33Q: 3 clusters Score -7825987 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -7826014.500000 Penalty: 5373.877441
	Iteration 34Q: 3 clusters Score -7826014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -7826021.000000 Penalty: 5373.877441
	Iteration 35Q: 3 clusters Score -7826021 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -7826035.000000 Penalty: 5373.877441
	Iteration 36Q: 3 clusters Score -7826035 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -7826052.000000 Penalty: 5373.877441
	Iteration 37Q: 3 clusters Score -7826052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7826046.000000 Penalty: 5373.877441
	Iteration 38Q: 3 clusters Score -7826046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -7826071.500000 Penalty: 5373.877441
	Iteration 39Q: 3 clusters Score -7826072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -7826080.500000 Penalty: 5373.877441
	Iteration 40F: 3 clusters Score -7826080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -7826067.500000 Penalty: 5373.877441
	Iteration 41Q: 3 clusters Score -7826068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -7826080.500000 Penalty: 5373.877441
	Iteration 42Q: 3 clusters Score -7826080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -7826096.500000 Penalty: 5373.877441
	Iteration 43Q: 3 clusters Score -7826096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -7826077.500000 Penalty: 5373.877441
	Iteration 44Q: 3 clusters Score -7826078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7826089.500000 Penalty: 5373.877441
	Iteration 45Q: 3 clusters Score -7826090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -7826097.000000 Penalty: 5373.877441
	Iteration 46Q: 3 clusters Score -7826097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -7826121.500000 Penalty: 5373.877441
	Iteration 47Q: 3 clusters Score -7826122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -7826107.000000 Penalty: 5373.877441
	Iteration 48Q: 3 clusters Score -7826107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7826122.000000 Penalty: 5373.877441
	Iteration 49Q: 3 clusters Score -7826122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -7826124.000000 Penalty: 5373.877441
	Iteration 50Q: 3 clusters Score -7826124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7826126.500000 Penalty: 5373.877441
	Iteration 51Q: 3 clusters Score -7826126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -7826121.000000 Penalty: 5373.877441
	Iteration 52Q: 3 clusters Score -7826121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -7826116.500000 Penalty: 5373.877441
	Iteration 53Q: 3 clusters Score -7826116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -7826121.000000 Penalty: 5373.877441
	Iteration 54Q: 3 clusters Score -7826121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -7826121.000000 Penalty: 5373.877441
	Iteration 55Q: 3 clusters Score -7826121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -7826123.500000 Penalty: 5373.877441
	Iteration 56Q: 3 clusters Score -7826124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7826121.500000 Penalty: 5373.877441
	Iteration 57Q: 3 clusters Score -7826122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -7826114.500000 Penalty: 5373.877441
	Iteration 58Q: 3 clusters Score -7826114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -7826112.000000 Penalty: 5373.877441
	Iteration 59Q: 3 clusters Score -7826112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7826114.500000 Penalty: 5373.877441
	Iteration 60F: 3 clusters Score -7826114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -7826112.500000 Penalty: 5373.877441
	Iteration 61Q: 3 clusters Score -7826112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -7826107.500000 Penalty: 5373.877441
	Iteration 62Q: 3 clusters Score -7826108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7826108.500000 Penalty: 5373.877441
	Iteration 63Q: 3 clusters Score -7826108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7826116.000000 Penalty: 5373.877441
	Iteration 64Q: 3 clusters Score -7826116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7826118.500000 Penalty: 5373.877441
	Iteration 65Q: 3 clusters Score -7826118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7826116.000000 Penalty: 5373.877441
	Iteration 66Q: 3 clusters Score -7826116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7826111.500000 Penalty: 5373.877441
	Iteration 67Q: 3 clusters Score -7826112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7826111.500000 Penalty: 5373.877441
	Iteration 68F: 3 clusters Score -7826112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -215064.406250 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215064.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215523.515625 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215523.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -215759.937500 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215759.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215934.312500 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -215934.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216056.515625 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -216056.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216175.468750 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -216175.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -216241.000000 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -216241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -216273.906250 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -216273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -216294.187500 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -216294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -216303.265625 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -216303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -216310.625000 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -216310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -216318.156250 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -216318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -216322.109375 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -216322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -216325.359375 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -216325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -216328.671875 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -216328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216331.921875 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -216331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -216335.859375 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -216335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -216337.234375 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -216337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216340.906250 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -216340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -216342.421875 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -216342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -216342.593750 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -216342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Entering Unmasked Estep 
Score: -1944520.750000 Penalty: 2347.469482
	Iteration 0F: 2 clusters Score -1944521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1935017.125000 Penalty: 4694.938965
	Iteration 0F: 3 clusters Score -1935017 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1938305.250000 Penalty: 4694.938965
	Iteration 1F: 3 clusters Score -1938305 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1938973.500000 Penalty: 4694.938965
	Iteration 2F: 3 clusters Score -1938974 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1939682.500000 Penalty: 4694.938965
	Iteration 3F: 3 clusters Score -1939682 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1940516.375000 Penalty: 4694.938965
	Iteration 4F: 3 clusters Score -1940516 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1941522.250000 Penalty: 4694.938965
	Iteration 5F: 3 clusters Score -1941522 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1942519.875000 Penalty: 4694.938965
	Iteration 6F: 3 clusters Score -1942520 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1943177.000000 Penalty: 4694.938965
	Iteration 7F: 3 clusters Score -1943177 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1943532.375000 Penalty: 4694.938965
	Iteration 8Q: 3 clusters Score -1943532 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1943696.375000 Penalty: 4694.938965
	Iteration 9Q: 3 clusters Score -1943696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1943773.625000 Penalty: 4694.938965
	Iteration 10Q: 3 clusters Score -1943774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1943801.875000 Penalty: 4694.938965
	Iteration 11Q: 3 clusters Score -1943802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1943816.375000 Penalty: 4694.938965
	Iteration 12Q: 3 clusters Score -1943816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1943829.750000 Penalty: 4694.938965
	Iteration 13Q: 3 clusters Score -1943830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1943829.500000 Penalty: 4694.938965
	Iteration 14Q: 3 clusters Score -1943830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1943831.125000 Penalty: 4694.938965
	Iteration 15Q: 3 clusters Score -1943831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1943830.750000 Penalty: 4694.938965
	Iteration 16Q: 3 clusters Score -1943831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1943833.500000 Penalty: 4694.938965
	Iteration 17Q: 3 clusters Score -1943834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1943833.250000 Penalty: 4694.938965
	Iteration 18Q: 3 clusters Score -1943833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1943833.875000 Penalty: 4694.938965
	Iteration 19Q: 3 clusters Score -1943834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1943835.750000 Penalty: 4694.938965
	Iteration 20F: 3 clusters Score -1943836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1943837.375000 Penalty: 4694.938965
	Iteration 21Q: 3 clusters Score -1943837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1943834.250000 Penalty: 4694.938965
	Iteration 22Q: 3 clusters Score -1943834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1943839.500000 Penalty: 4694.938965
	Iteration 23Q: 3 clusters Score -1943840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1943840.250000 Penalty: 4694.938965
	Iteration 24Q: 3 clusters Score -1943840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1943843.000000 Penalty: 4694.938965
	Iteration 25Q: 3 clusters Score -1943843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1943843.000000 Penalty: 4694.938965
	Iteration 26F: 3 clusters Score -1943843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1483763.625000 Penalty: 2279.861572
	Iteration 0F: 2 clusters Score -1483764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1476164.375000 Penalty: 4559.723145
	Iteration 0F: 3 clusters Score -1476164 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1478530.000000 Penalty: 4559.723145
	Iteration 1F: 3 clusters Score -1478530 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1478968.250000 Penalty: 4559.723145
	Iteration 2F: 3 clusters Score -1478968 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1479325.125000 Penalty: 4559.723145
	Iteration 3F: 3 clusters Score -1479325 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1479666.125000 Penalty: 4559.723145
	Iteration 4F: 3 clusters Score -1479666 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1480055.625000 Penalty: 4559.723145
	Iteration 5F: 3 clusters Score -1480056 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1480474.750000 Penalty: 4559.723145
	Iteration 6F: 3 clusters Score -1480475 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1480834.000000 Penalty: 4559.723145
	Iteration 7F: 3 clusters Score -1480834 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1481119.125000 Penalty: 4559.723145
	Iteration 8Q: 3 clusters Score -1481119 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1481376.500000 Penalty: 4559.723145
	Iteration 9Q: 3 clusters Score -1481376 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1481607.500000 Penalty: 4559.723145
	Iteration 10Q: 3 clusters Score -1481608 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1481798.875000 Penalty: 4559.723145
	Iteration 11Q: 3 clusters Score -1481799 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1481995.000000 Penalty: 4559.723145
	Iteration 12Q: 3 clusters Score -1481995 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1482159.250000 Penalty: 4559.723145
	Iteration 13Q: 3 clusters Score -1482159 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1482312.875000 Penalty: 4559.723145
	Iteration 14Q: 3 clusters Score -1482313 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1482427.250000 Penalty: 4559.723145
	Iteration 15Q: 3 clusters Score -1482427 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1482510.375000 Penalty: 4559.723145
	Iteration 16Q: 3 clusters Score -1482510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1482587.000000 Penalty: 4559.723145
	Iteration 17Q: 3 clusters Score -1482587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1482663.750000 Penalty: 4559.723145
	Iteration 18Q: 3 clusters Score -1482664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1482721.750000 Penalty: 4559.723145
	Iteration 19Q: 3 clusters Score -1482722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1482785.875000 Penalty: 4559.723145
	Iteration 20F: 3 clusters Score -1482786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1482831.875000 Penalty: 4559.723145
	Iteration 21Q: 3 clusters Score -1482832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1482859.750000 Penalty: 4559.723145
	Iteration 22Q: 3 clusters Score -1482860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1482890.125000 Penalty: 4559.723145
	Iteration 23Q: 3 clusters Score -1482890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1482910.250000 Penalty: 4559.723145
	Iteration 24Q: 3 clusters Score -1482910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1482930.500000 Penalty: 4559.723145
	Iteration 25Q: 3 clusters Score -1482930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1482950.000000 Penalty: 4559.723145
	Iteration 26Q: 3 clusters Score -1482950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1482976.000000 Penalty: 4559.723145
	Iteration 27Q: 3 clusters Score -1482976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1482988.500000 Penalty: 4559.723145
	Iteration 28Q: 3 clusters Score -1482988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1483008.750000 Penalty: 4559.723145
	Iteration 29Q: 3 clusters Score -1483009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1483015.000000 Penalty: 4559.723145
	Iteration 30Q: 3 clusters Score -1483015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1483015.500000 Penalty: 4559.723145
	Iteration 31Q: 3 clusters Score -1483016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1483022.375000 Penalty: 4559.723145
	Iteration 32Q: 3 clusters Score -1483022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1483027.250000 Penalty: 4559.723145
	Iteration 33Q: 3 clusters Score -1483027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1483037.000000 Penalty: 4559.723145
	Iteration 34Q: 3 clusters Score -1483037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1483039.125000 Penalty: 4559.723145
	Iteration 35Q: 3 clusters Score -1483039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1483038.250000 Penalty: 4559.723145
	Iteration 36Q: 3 clusters Score -1483038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1483039.375000 Penalty: 4559.723145
	Iteration 37Q: 3 clusters Score -1483039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1483043.000000 Penalty: 4559.723145
	Iteration 38Q: 3 clusters Score -1483043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1483042.375000 Penalty: 4559.723145
	Iteration 39Q: 3 clusters Score -1483042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1483042.625000 Penalty: 4559.723145
	Iteration 40F: 3 clusters Score -1483043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1483042.375000 Penalty: 4559.723145
	Iteration 41Q: 3 clusters Score -1483042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1483044.375000 Penalty: 4559.723145
	Iteration 42Q: 3 clusters Score -1483044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1483048.125000 Penalty: 4559.723145
	Iteration 43Q: 3 clusters Score -1483048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1483051.375000 Penalty: 4559.723145
	Iteration 44Q: 3 clusters Score -1483051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1483055.125000 Penalty: 4559.723145
	Iteration 45Q: 3 clusters Score -1483055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1483057.500000 Penalty: 4559.723145
	Iteration 46Q: 3 clusters Score -1483058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1483058.625000 Penalty: 4559.723145
	Iteration 47Q: 3 clusters Score -1483059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1483058.375000 Penalty: 4559.723145
	Iteration 48Q: 3 clusters Score -1483058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1483058.500000 Penalty: 4559.723145
	Iteration 49Q: 3 clusters Score -1483058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1483057.125000 Penalty: 4559.723145
	Iteration 50Q: 3 clusters Score -1483057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1483059.375000 Penalty: 4559.723145
	Iteration 51Q: 3 clusters Score -1483059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1483059.375000 Penalty: 4559.723145
	Iteration 52F: 3 clusters Score -1483059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -1042661.187500 Penalty: 2195.637939
	Iteration 0F: 2 clusters Score -1042661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1036913.312500 Penalty: 4391.275879
	Iteration 0F: 3 clusters Score -1036913 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1038526.375000 Penalty: 4391.275879
	Iteration 1F: 3 clusters Score -1038526 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1038865.812500 Penalty: 4391.275879
	Iteration 2F: 3 clusters Score -1038866 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1039170.812500 Penalty: 4391.275879
	Iteration 3F: 3 clusters Score -1039171 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1039469.250000 Penalty: 4391.275879
	Iteration 4F: 3 clusters Score -1039469 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1039751.875000 Penalty: 4391.275879
	Iteration 5F: 3 clusters Score -1039752 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1040024.250000 Penalty: 4391.275879
	Iteration 6F: 3 clusters Score -1040024 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1040258.125000 Penalty: 4391.275879
	Iteration 7Q: 3 clusters Score -1040258 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1040453.187500 Penalty: 4391.275879
	Iteration 8Q: 3 clusters Score -1040453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1040625.312500 Penalty: 4391.275879
	Iteration 9Q: 3 clusters Score -1040625 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1040781.625000 Penalty: 4391.275879
	Iteration 10Q: 3 clusters Score -1040782 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1040927.812500 Penalty: 4391.275879
	Iteration 11Q: 3 clusters Score -1040928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1041057.375000 Penalty: 4391.275879
	Iteration 12Q: 3 clusters Score -1041057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1041167.937500 Penalty: 4391.275879
	Iteration 13Q: 3 clusters Score -1041168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1041259.875000 Penalty: 4391.275879
	Iteration 14Q: 3 clusters Score -1041260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1041331.750000 Penalty: 4391.275879
	Iteration 15Q: 3 clusters Score -1041332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1041379.500000 Penalty: 4391.275879
	Iteration 16Q: 3 clusters Score -1041380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1041409.500000 Penalty: 4391.275879
	Iteration 17Q: 3 clusters Score -1041410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1041432.062500 Penalty: 4391.275879
	Iteration 18Q: 3 clusters Score -1041432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1041456.187500 Penalty: 4391.275879
	Iteration 19Q: 3 clusters Score -1041456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1041474.250000 Penalty: 4391.275879
	Iteration 20F: 3 clusters Score -1041474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1041485.687500 Penalty: 4391.275879
	Iteration 21Q: 3 clusters Score -1041486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1041496.000000 Penalty: 4391.275879
	Iteration 22Q: 3 clusters Score -1041496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1041502.937500 Penalty: 4391.275879
	Iteration 23Q: 3 clusters Score -1041503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1041511.000000 Penalty: 4391.275879
	Iteration 24Q: 3 clusters Score -1041511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1041519.187500 Penalty: 4391.275879
	Iteration 25Q: 3 clusters Score -1041519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1041526.187500 Penalty: 4391.275879
	Iteration 26Q: 3 clusters Score -1041526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1041531.750000 Penalty: 4391.275879
	Iteration 27Q: 3 clusters Score -1041532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1041535.125000 Penalty: 4391.275879
	Iteration 28Q: 3 clusters Score -1041535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1041543.750000 Penalty: 4391.275879
	Iteration 29Q: 3 clusters Score -1041544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1041545.000000 Penalty: 4391.275879
	Iteration 30Q: 3 clusters Score -1041545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1041547.187500 Penalty: 4391.275879
	Iteration 31Q: 3 clusters Score -1041547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1041549.562500 Penalty: 4391.275879
	Iteration 32Q: 3 clusters Score -1041550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1041550.187500 Penalty: 4391.275879
	Iteration 33Q: 3 clusters Score -1041550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1041552.562500 Penalty: 4391.275879
	Iteration 34Q: 3 clusters Score -1041553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1041552.625000 Penalty: 4391.275879
	Iteration 35Q: 3 clusters Score -1041553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1041555.250000 Penalty: 4391.275879
	Iteration 36Q: 3 clusters Score -1041555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1041557.125000 Penalty: 4391.275879
	Iteration 37Q: 3 clusters Score -1041557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1041558.250000 Penalty: 4391.275879
	Iteration 38Q: 3 clusters Score -1041558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1041559.250000 Penalty: 4391.275879
	Iteration 39Q: 3 clusters Score -1041559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1041559.562500 Penalty: 4391.275879
	Iteration 40F: 3 clusters Score -1041560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1041561.750000 Penalty: 4391.275879
	Iteration 41Q: 3 clusters Score -1041562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1041562.187500 Penalty: 4391.275879
	Iteration 42Q: 3 clusters Score -1041562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1041563.937500 Penalty: 4391.275879
	Iteration 43Q: 3 clusters Score -1041564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1041563.937500 Penalty: 4391.275879
	Iteration 44F: 3 clusters Score -1041564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -1505972.125000 Penalty: 2284.511475
	Iteration 0F: 2 clusters Score -1505972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1498308.625000 Penalty: 4569.022949
	Iteration 0F: 3 clusters Score -1498309 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1500694.750000 Penalty: 4569.022949
	Iteration 1F: 3 clusters Score -1500695 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1501139.750000 Penalty: 4569.022949
	Iteration 2F: 3 clusters Score -1501140 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1501532.250000 Penalty: 4569.022949
	Iteration 3F: 3 clusters Score -1501532 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1501849.625000 Penalty: 4569.022949
	Iteration 4F: 3 clusters Score -1501850 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1502126.875000 Penalty: 4569.022949
	Iteration 5Q: 3 clusters Score -1502127 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1502424.250000 Penalty: 4569.022949
	Iteration 6Q: 3 clusters Score -1502424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1502690.000000 Penalty: 4569.022949
	Iteration 7Q: 3 clusters Score -1502690 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1502936.875000 Penalty: 4569.022949
	Iteration 8Q: 3 clusters Score -1502937 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1503153.375000 Penalty: 4569.022949
	Iteration 9Q: 3 clusters Score -1503153 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1503346.875000 Penalty: 4569.022949
	Iteration 10Q: 3 clusters Score -1503347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1503495.250000 Penalty: 4569.022949
	Iteration 11Q: 3 clusters Score -1503495 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1503649.750000 Penalty: 4569.022949
	Iteration 12Q: 3 clusters Score -1503650 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1503757.500000 Penalty: 4569.022949
	Iteration 13Q: 3 clusters Score -1503758 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1503829.625000 Penalty: 4569.022949
	Iteration 14Q: 3 clusters Score -1503830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1503882.375000 Penalty: 4569.022949
	Iteration 15Q: 3 clusters Score -1503882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1503931.250000 Penalty: 4569.022949
	Iteration 16Q: 3 clusters Score -1503931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1503967.000000 Penalty: 4569.022949
	Iteration 17Q: 3 clusters Score -1503967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1503991.125000 Penalty: 4569.022949
	Iteration 18Q: 3 clusters Score -1503991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1504023.625000 Penalty: 4569.022949
	Iteration 19Q: 3 clusters Score -1504024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1504050.125000 Penalty: 4569.022949
	Iteration 20F: 3 clusters Score -1504050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1504069.625000 Penalty: 4569.022949
	Iteration 21Q: 3 clusters Score -1504070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1504100.000000 Penalty: 4569.022949
	Iteration 22Q: 3 clusters Score -1504100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1504125.375000 Penalty: 4569.022949
	Iteration 23Q: 3 clusters Score -1504125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1504140.000000 Penalty: 4569.022949
	Iteration 24Q: 3 clusters Score -1504140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1504158.250000 Penalty: 4569.022949
	Iteration 25Q: 3 clusters Score -1504158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1504165.250000 Penalty: 4569.022949
	Iteration 26Q: 3 clusters Score -1504165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1504172.000000 Penalty: 4569.022949
	Iteration 27Q: 3 clusters Score -1504172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1504176.000000 Penalty: 4569.022949
	Iteration 28Q: 3 clusters Score -1504176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1504180.875000 Penalty: 4569.022949
	Iteration 29Q: 3 clusters Score -1504181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1504182.375000 Penalty: 4569.022949
	Iteration 30Q: 3 clusters Score -1504182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1504192.250000 Penalty: 4569.022949
	Iteration 31Q: 3 clusters Score -1504192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1504193.375000 Penalty: 4569.022949
	Iteration 32Q: 3 clusters Score -1504193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1504197.000000 Penalty: 4569.022949
	Iteration 33Q: 3 clusters Score -1504197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1504195.750000 Penalty: 4569.022949
	Iteration 34Q: 3 clusters Score -1504196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1504200.000000 Penalty: 4569.022949
	Iteration 35Q: 3 clusters Score -1504200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1504205.000000 Penalty: 4569.022949
	Iteration 36Q: 3 clusters Score -1504205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1504209.750000 Penalty: 4569.022949
	Iteration 37Q: 3 clusters Score -1504210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1504216.250000 Penalty: 4569.022949
	Iteration 38Q: 3 clusters Score -1504216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1504223.625000 Penalty: 4569.022949
	Iteration 39Q: 3 clusters Score -1504224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1504227.875000 Penalty: 4569.022949
	Iteration 40F: 3 clusters Score -1504228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1504231.875000 Penalty: 4569.022949
	Iteration 41Q: 3 clusters Score -1504232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1504232.000000 Penalty: 4569.022949
	Iteration 42Q: 3 clusters Score -1504232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1504230.125000 Penalty: 4569.022949
	Iteration 43Q: 3 clusters Score -1504230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1504239.125000 Penalty: 4569.022949
	Iteration 44Q: 3 clusters Score -1504239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1504238.125000 Penalty: 4569.022949
	Iteration 45Q: 3 clusters Score -1504238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1504238.875000 Penalty: 4569.022949
	Iteration 46Q: 3 clusters Score -1504239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1504240.875000 Penalty: 4569.022949
	Iteration 47Q: 3 clusters Score -1504241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1504240.875000 Penalty: 4569.022949
	Iteration 48F: 3 clusters Score -1504241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Entering Unmasked Estep 
Score: -9602323.000000 Penalty: 2734.721191
	Iteration 0F: 2 clusters Score -9602323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -9561070.000000 Penalty: 5469.442383
	Iteration 0F: 3 clusters Score -9561070 nChanged 28676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -9577427.000000 Penalty: 5469.442383
	Iteration 1F: 3 clusters Score -9577427 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -9578267.000000 Penalty: 5469.442383
	Iteration 2Q: 3 clusters Score -9578267 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -9579155.000000 Penalty: 5469.442383
	Iteration 3Q: 3 clusters Score -9579155 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -9580025.000000 Penalty: 5469.442383
	Iteration 4Q: 3 clusters Score -9580025 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -9581016.000000 Penalty: 5469.442383
	Iteration 5Q: 3 clusters Score -9581016 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -9582055.000000 Penalty: 5469.442383
	Iteration 6Q: 3 clusters Score -9582055 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -9583183.000000 Penalty: 5469.442383
	Iteration 7Q: 3 clusters Score -9583183 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -9584403.000000 Penalty: 5469.442383
	Iteration 8Q: 3 clusters Score -9584403 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -9585546.000000 Penalty: 5469.442383
	Iteration 9Q: 3 clusters Score -9585546 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -9586651.000000 Penalty: 5469.442383
	Iteration 10Q: 3 clusters Score -9586651 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -9587708.000000 Penalty: 5469.442383
	Iteration 11Q: 3 clusters Score -9587708 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -9588675.000000 Penalty: 5469.442383
	Iteration 12Q: 3 clusters Score -9588675 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -9589655.000000 Penalty: 5469.442383
	Iteration 13Q: 3 clusters Score -9589655 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -9590710.000000 Penalty: 5469.442383
	Iteration 14Q: 3 clusters Score -9590710 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -9591822.000000 Penalty: 5469.442383
	Iteration 15Q: 3 clusters Score -9591822 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9592981.000000 Penalty: 5469.442383
	Iteration 16Q: 3 clusters Score -9592981 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -9594090.000000 Penalty: 5469.442383
	Iteration 17Q: 3 clusters Score -9594090 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -9595252.000000 Penalty: 5469.442383
	Iteration 18Q: 3 clusters Score -9595252 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -9596371.000000 Penalty: 5469.442383
	Iteration 19Q: 3 clusters Score -9596371 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -9597284.000000 Penalty: 5469.442383
	Iteration 20F: 3 clusters Score -9597284 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -9597954.000000 Penalty: 5469.442383
	Iteration 21Q: 3 clusters Score -9597954 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -9598427.000000 Penalty: 5469.442383
	Iteration 22Q: 3 clusters Score -9598427 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -9598891.000000 Penalty: 5469.442383
	Iteration 23Q: 3 clusters Score -9598891 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -9599274.000000 Penalty: 5469.442383
	Iteration 24Q: 3 clusters Score -9599274 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -9599577.000000 Penalty: 5469.442383
	Iteration 25Q: 3 clusters Score -9599577 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -9599782.000000 Penalty: 5469.442383
	Iteration 26Q: 3 clusters Score -9599782 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -9599912.000000 Penalty: 5469.442383
	Iteration 27Q: 3 clusters Score -9599912 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -9599994.000000 Penalty: 5469.442383
	Iteration 28Q: 3 clusters Score -9599994 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -9600076.000000 Penalty: 5469.442383
	Iteration 29Q: 3 clusters Score -9600076 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -9600152.000000 Penalty: 5469.442383
	Iteration 30Q: 3 clusters Score -9600152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -9600200.000000 Penalty: 5469.442383
	Iteration 31Q: 3 clusters Score -9600200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -9600248.000000 Penalty: 5469.442383
	Iteration 32Q: 3 clusters Score -9600248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -9600271.000000 Penalty: 5469.442383
	Iteration 33Q: 3 clusters Score -9600271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -9600333.000000 Penalty: 5469.442383
	Iteration 34Q: 3 clusters Score -9600333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -9600361.000000 Penalty: 5469.442383
	Iteration 35Q: 3 clusters Score -9600361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -9600379.000000 Penalty: 5469.442383
	Iteration 36Q: 3 clusters Score -9600379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -9600401.000000 Penalty: 5469.442383
	Iteration 37Q: 3 clusters Score -9600401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -9600401.000000 Penalty: 5469.442383
	Iteration 38Q: 3 clusters Score -9600401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -9600392.000000 Penalty: 5469.442383
	Iteration 39Q: 3 clusters Score -9600392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -9600399.000000 Penalty: 5469.442383
	Iteration 40F: 3 clusters Score -9600399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -9600400.000000 Penalty: 5469.442383
	Iteration 41Q: 3 clusters Score -9600400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -9600415.000000 Penalty: 5469.442383
	Iteration 42Q: 3 clusters Score -9600415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -9600423.000000 Penalty: 5469.442383
	Iteration 43Q: 3 clusters Score -9600423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -9600430.000000 Penalty: 5469.442383
	Iteration 44Q: 3 clusters Score -9600430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -9600420.000000 Penalty: 5469.442383
	Iteration 45Q: 3 clusters Score -9600420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -9600427.000000 Penalty: 5469.442383
	Iteration 46Q: 3 clusters Score -9600427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -9600422.000000 Penalty: 5469.442383
	Iteration 47Q: 3 clusters Score -9600422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -9600423.000000 Penalty: 5469.442383
	Iteration 48Q: 3 clusters Score -9600423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -9600424.000000 Penalty: 5469.442383
	Iteration 49Q: 3 clusters Score -9600424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -9600426.000000 Penalty: 5469.442383
	Iteration 50Q: 3 clusters Score -9600426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -9600430.000000 Penalty: 5469.442383
	Iteration 51Q: 3 clusters Score -9600430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -9600429.000000 Penalty: 5469.442383
	Iteration 52Q: 3 clusters Score -9600429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -9600429.000000 Penalty: 5469.442383
	Iteration 53F: 3 clusters Score -9600429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Entering Unmasked Estep 
Score: -4394669.000000 Penalty: 2540.508789
	Iteration 0F: 2 clusters Score -4394669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4375435.000000 Penalty: 5081.017578
	Iteration 0F: 3 clusters Score -4375435 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4382378.000000 Penalty: 5081.017578
	Iteration 1F: 3 clusters Score -4382378 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4383208.000000 Penalty: 5081.017578
	Iteration 2F: 3 clusters Score -4383208 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4384272.000000 Penalty: 5081.017578
	Iteration 3F: 3 clusters Score -4384272 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4385575.000000 Penalty: 5081.017578
	Iteration 4F: 3 clusters Score -4385575 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4386924.000000 Penalty: 5081.017578
	Iteration 5F: 3 clusters Score -4386924 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4388062.000000 Penalty: 5081.017578
	Iteration 6F: 3 clusters Score -4388062 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4388989.500000 Penalty: 5081.017578
	Iteration 7F: 3 clusters Score -4388990 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4389614.500000 Penalty: 5081.017578
	Iteration 8Q: 3 clusters Score -4389614 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4390184.000000 Penalty: 5081.017578
	Iteration 9Q: 3 clusters Score -4390184 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4390642.500000 Penalty: 5081.017578
	Iteration 10Q: 3 clusters Score -4390642 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4391080.500000 Penalty: 5081.017578
	Iteration 11Q: 3 clusters Score -4391080 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -4391410.500000 Penalty: 5081.017578
	Iteration 12Q: 3 clusters Score -4391410 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4391715.500000 Penalty: 5081.017578
	Iteration 13Q: 3 clusters Score -4391716 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -4391942.000000 Penalty: 5081.017578
	Iteration 14Q: 3 clusters Score -4391942 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4392126.000000 Penalty: 5081.017578
	Iteration 15Q: 3 clusters Score -4392126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4392265.500000 Penalty: 5081.017578
	Iteration 16Q: 3 clusters Score -4392266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4392357.000000 Penalty: 5081.017578
	Iteration 17Q: 3 clusters Score -4392357 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4392416.500000 Penalty: 5081.017578
	Iteration 18Q: 3 clusters Score -4392416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4392460.500000 Penalty: 5081.017578
	Iteration 19Q: 3 clusters Score -4392460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4392501.500000 Penalty: 5081.017578
	Iteration 20F: 3 clusters Score -4392502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4392536.500000 Penalty: 5081.017578
	Iteration 21Q: 3 clusters Score -4392536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4392553.500000 Penalty: 5081.017578
	Iteration 22Q: 3 clusters Score -4392554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4392577.000000 Penalty: 5081.017578
	Iteration 23Q: 3 clusters Score -4392577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4392580.000000 Penalty: 5081.017578
	Iteration 24Q: 3 clusters Score -4392580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4392587.000000 Penalty: 5081.017578
	Iteration 25Q: 3 clusters Score -4392587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -4392594.500000 Penalty: 5081.017578
	Iteration 26Q: 3 clusters Score -4392594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4392600.000000 Penalty: 5081.017578
	Iteration 27Q: 3 clusters Score -4392600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4392600.500000 Penalty: 5081.017578
	Iteration 28Q: 3 clusters Score -4392600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4392607.000000 Penalty: 5081.017578
	Iteration 29Q: 3 clusters Score -4392607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4392611.500000 Penalty: 5081.017578
	Iteration 30Q: 3 clusters Score -4392612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4392617.000000 Penalty: 5081.017578
	Iteration 31Q: 3 clusters Score -4392617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4392613.500000 Penalty: 5081.017578
	Iteration 32Q: 3 clusters Score -4392614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4392615.000000 Penalty: 5081.017578
	Iteration 33Q: 3 clusters Score -4392615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4392622.000000 Penalty: 5081.017578
	Iteration 34Q: 3 clusters Score -4392622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4392620.500000 Penalty: 5081.017578
	Iteration 35Q: 3 clusters Score -4392620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4392620.000000 Penalty: 5081.017578
	Iteration 36Q: 3 clusters Score -4392620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4392626.500000 Penalty: 5081.017578
	Iteration 37Q: 3 clusters Score -4392626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4392629.000000 Penalty: 5081.017578
	Iteration 38Q: 3 clusters Score -4392629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4392628.500000 Penalty: 5081.017578
	Iteration 39Q: 3 clusters Score -4392628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4392628.500000 Penalty: 5081.017578
	Iteration 40F: 3 clusters Score -4392628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -1146230.750000 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -1146231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1139997.500000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -1139998 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1141768.875000 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -1141769 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1142167.000000 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -1142167 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1142443.500000 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -1142444 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1142683.875000 Penalty: 4438.691895
	Iteration 4Q: 3 clusters Score -1142684 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1142929.625000 Penalty: 4438.691895
	Iteration 5Q: 3 clusters Score -1142930 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1143223.250000 Penalty: 4438.691895
	Iteration 6Q: 3 clusters Score -1143223 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1143638.500000 Penalty: 4438.691895
	Iteration 7Q: 3 clusters Score -1143638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1144171.750000 Penalty: 4438.691895
	Iteration 8F: 3 clusters Score -1144172 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1144698.000000 Penalty: 4438.691895
	Iteration 9F: 3 clusters Score -1144698 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1145185.875000 Penalty: 4438.691895
	Iteration 10F: 3 clusters Score -1145186 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1145632.000000 Penalty: 4438.691895
	Iteration 11Q: 3 clusters Score -1145632 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1145884.250000 Penalty: 4438.691895
	Iteration 12Q: 3 clusters Score -1145884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1145998.875000 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -1145999 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1146060.000000 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -1146060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1146094.625000 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -1146095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1146114.875000 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -1146115 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1146137.875000 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -1146138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1146163.250000 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -1146163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1146198.375000 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -1146198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1146227.500000 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -1146228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1146271.000000 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -1146271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1146319.875000 Penalty: 4438.691895
	Iteration 22Q: 3 clusters Score -1146320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1146391.500000 Penalty: 4438.691895
	Iteration 23Q: 3 clusters Score -1146392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1146460.500000 Penalty: 4438.691895
	Iteration 24Q: 3 clusters Score -1146460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1146499.125000 Penalty: 4438.691895
	Iteration 25Q: 3 clusters Score -1146499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1146517.250000 Penalty: 4438.691895
	Iteration 26Q: 3 clusters Score -1146517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1146528.375000 Penalty: 4438.691895
	Iteration 27Q: 3 clusters Score -1146528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1146531.625000 Penalty: 4438.691895
	Iteration 28Q: 3 clusters Score -1146532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1146535.750000 Penalty: 4438.691895
	Iteration 29Q: 3 clusters Score -1146536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1146540.500000 Penalty: 4438.691895
	Iteration 30Q: 3 clusters Score -1146540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1146539.250000 Penalty: 4438.691895
	Iteration 31Q: 3 clusters Score -1146539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1146543.750000 Penalty: 4438.691895
	Iteration 32Q: 3 clusters Score -1146544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1146548.250000 Penalty: 4438.691895
	Iteration 33Q: 3 clusters Score -1146548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1146551.625000 Penalty: 4438.691895
	Iteration 34Q: 3 clusters Score -1146552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1146556.250000 Penalty: 4438.691895
	Iteration 35Q: 3 clusters Score -1146556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1146559.750000 Penalty: 4438.691895
	Iteration 36Q: 3 clusters Score -1146560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1146563.125000 Penalty: 4438.691895
	Iteration 37Q: 3 clusters Score -1146563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1146564.500000 Penalty: 4438.691895
	Iteration 38Q: 3 clusters Score -1146564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1146567.125000 Penalty: 4438.691895
	Iteration 39Q: 3 clusters Score -1146567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1146568.250000 Penalty: 4438.691895
	Iteration 40F: 3 clusters Score -1146568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 6408 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 1292 members 
Entering Unmasked Estep 
Score: -120396376.000000 Penalty: 148260.671875
Splitting cluster 26 changes total score from -120397536.000000 to -120396376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -159962.656250 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -159962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -157992.968750 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -157993 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158298.953125 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -158299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158398.734375 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -158398.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -158462.375000 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -158462.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158507.390625 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -158507.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158545.312500 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -158545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158559.781250 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -158559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -158567.765625 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -158567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158574.234375 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -158574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158585.687500 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -158585.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158593.968750 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -158594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158601.859375 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -158601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158608.687500 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -158608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158612.875000 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -158612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158617.171875 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -158617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158621.062500 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -158621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158621.765625 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -158621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158623.140625 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -158623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158625.500000 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -158625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158626.750000 Penalty: 3462.117676
	Iteration 19Q: 3 clusters Score -158626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158627.890625 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -158627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158630.031250 Penalty: 3462.117676
	Iteration 21Q: 3 clusters Score -158630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -158631.968750 Penalty: 3462.117676
	Iteration 22Q: 3 clusters Score -158632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -158633.015625 Penalty: 3462.117676
	Iteration 23Q: 3 clusters Score -158633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158634.765625 Penalty: 3462.117676
	Iteration 24Q: 3 clusters Score -158634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158637.906250 Penalty: 3462.117676
	Iteration 25Q: 3 clusters Score -158637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158638.765625 Penalty: 3462.117676
	Iteration 26Q: 3 clusters Score -158638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158640.968750 Penalty: 3462.117676
	Iteration 27Q: 3 clusters Score -158641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158644.953125 Penalty: 3462.117676
	Iteration 28Q: 3 clusters Score -158645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158646.062500 Penalty: 3462.117676
	Iteration 29Q: 3 clusters Score -158646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158647.890625 Penalty: 3462.117676
	Iteration 30Q: 3 clusters Score -158647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158651.625000 Penalty: 3462.117676
	Iteration 31Q: 3 clusters Score -158651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -158655.406250 Penalty: 3462.117676
	Iteration 32Q: 3 clusters Score -158655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158659.265625 Penalty: 3462.117676
	Iteration 33Q: 3 clusters Score -158659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158664.953125 Penalty: 3462.117676
	Iteration 34Q: 3 clusters Score -158665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158669.125000 Penalty: 3462.117676
	Iteration 35Q: 3 clusters Score -158669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158673.703125 Penalty: 3462.117676
	Iteration 36Q: 3 clusters Score -158673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158676.046875 Penalty: 3462.117676
	Iteration 37Q: 3 clusters Score -158676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158677.437500 Penalty: 3462.117676
	Iteration 38Q: 3 clusters Score -158677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158679.187500 Penalty: 3462.117676
	Iteration 39Q: 3 clusters Score -158679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -158679.828125 Penalty: 3462.117676
	Iteration 40F: 3 clusters Score -158679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158680.062500 Penalty: 3462.117676
	Iteration 41Q: 3 clusters Score -158680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158680.062500 Penalty: 3462.117676
	Iteration 42F: 3 clusters Score -158680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -177285.656250 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -177285.7 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 612 members 
Entering Unmasked Estep 
Score: -175235.609375 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -175235.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175671.921875 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -175671.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175880.296875 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -175880.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176134.703125 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -176134.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -176332.265625 Penalty: 3515.850830
	Iteration 4F: 3 clusters Score -176332.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176470.109375 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -176470.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176653.875000 Penalty: 3515.850830
	Iteration 6F: 3 clusters Score -176653.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -176968.187500 Penalty: 3515.850830
	Iteration 7F: 3 clusters Score -176968.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177266.625000 Penalty: 3515.850830
	Iteration 8F: 3 clusters Score -177266.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177416.093750 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -177416.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -177518.984375 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -177519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -177581.671875 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -177581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -177660.875000 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -177660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -177710.546875 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -177710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -177724.812500 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -177724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -177727.562500 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -177727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -177727.562500 Penalty: 3515.850830
	Iteration 16F: 3 clusters Score -177727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 380 members 
Entering Unmasked Estep 
Score: -120396120.000000 Penalty: 148260.671875
Splitting cluster 28 changes total score from -120397536.000000 to -120396120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 245 members 
Entering Unmasked Estep 
Score: -67427.867188 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67427.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67582.171875 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67582.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67656.968750 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -67656.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67691.476562 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67691.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67705.656250 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67705.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67719.515625 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67719.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67736.140625 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -67736.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67738.234375 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -67738.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67738.234375 Penalty: 3050.698975
	Iteration 8F: 3 clusters Score -67738.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183739.484375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183739.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -184247.000000 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184247 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184554.968750 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184555 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184849.125000 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184849.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185056.187500 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -185056.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185267.171875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -185267.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -185438.515625 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -185438.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -185553.390625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185553.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185649.640625 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185649.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185736.187500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185792.203125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185792.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185833.828125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185855.984375 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185869.843750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185878.921875 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185899.093750 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185899.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185917.750000 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185923.468750 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -185923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185923.468750 Penalty: 3579.852051
	Iteration 18F: 3 clusters Score -185923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 581 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 782 members 
Entering Unmasked Estep 
Score: -120395712.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120397536.000000 to -120395712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Entering Unmasked Estep 
Score: -9701745.000000 Penalty: 2739.626709
	Iteration 0F: 2 clusters Score -9701745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9659952.000000 Penalty: 5479.253418
	Iteration 0F: 3 clusters Score -9659952 nChanged 29106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -9676126.000000 Penalty: 5479.253418
	Iteration 1F: 3 clusters Score -9676126 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -9676767.000000 Penalty: 5479.253418
	Iteration 2Q: 3 clusters Score -9676767 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -9677428.000000 Penalty: 5479.253418
	Iteration 3Q: 3 clusters Score -9677428 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -9678248.000000 Penalty: 5479.253418
	Iteration 4Q: 3 clusters Score -9678248 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -9679094.000000 Penalty: 5479.253418
	Iteration 5Q: 3 clusters Score -9679094 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -9680184.000000 Penalty: 5479.253418
	Iteration 6Q: 3 clusters Score -9680184 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -9681358.000000 Penalty: 5479.253418
	Iteration 7Q: 3 clusters Score -9681358 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -9682748.000000 Penalty: 5479.253418
	Iteration 8Q: 3 clusters Score -9682748 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -9684479.000000 Penalty: 5479.253418
	Iteration 9F: 3 clusters Score -9684479 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -9686395.000000 Penalty: 5479.253418
	Iteration 10F: 3 clusters Score -9686395 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -9688384.000000 Penalty: 5479.253418
	Iteration 11F: 3 clusters Score -9688384 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -9690353.000000 Penalty: 5479.253418
	Iteration 12F: 3 clusters Score -9690353 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -9692230.000000 Penalty: 5479.253418
	Iteration 13Q: 3 clusters Score -9692230 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -9694125.000000 Penalty: 5479.253418
	Iteration 14Q: 3 clusters Score -9694125 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -9695797.000000 Penalty: 5479.253418
	Iteration 15Q: 3 clusters Score -9695797 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9697077.000000 Penalty: 5479.253418
	Iteration 16Q: 3 clusters Score -9697077 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9697988.000000 Penalty: 5479.253418
	Iteration 17Q: 3 clusters Score -9697988 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9698581.000000 Penalty: 5479.253418
	Iteration 18Q: 3 clusters Score -9698581 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9698910.000000 Penalty: 5479.253418
	Iteration 19Q: 3 clusters Score -9698910 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9699091.000000 Penalty: 5479.253418
	Iteration 20F: 3 clusters Score -9699091 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9699223.000000 Penalty: 5479.253418
	Iteration 21Q: 3 clusters Score -9699223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9699310.000000 Penalty: 5479.253418
	Iteration 22Q: 3 clusters Score -9699310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9699348.000000 Penalty: 5479.253418
	Iteration 23Q: 3 clusters Score -9699348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9699374.000000 Penalty: 5479.253418
	Iteration 24Q: 3 clusters Score -9699374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9699398.000000 Penalty: 5479.253418
	Iteration 25Q: 3 clusters Score -9699398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9699416.000000 Penalty: 5479.253418
	Iteration 26Q: 3 clusters Score -9699416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9699418.000000 Penalty: 5479.253418
	Iteration 27Q: 3 clusters Score -9699418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9699429.000000 Penalty: 5479.253418
	Iteration 28Q: 3 clusters Score -9699429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9699431.000000 Penalty: 5479.253418
	Iteration 29Q: 3 clusters Score -9699431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9699440.000000 Penalty: 5479.253418
	Iteration 30Q: 3 clusters Score -9699440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9699444.000000 Penalty: 5479.253418
	Iteration 31Q: 3 clusters Score -9699444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9699454.000000 Penalty: 5479.253418
	Iteration 32Q: 3 clusters Score -9699454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9699457.000000 Penalty: 5479.253418
	Iteration 33Q: 3 clusters Score -9699457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9699471.000000 Penalty: 5479.253418
	Iteration 34Q: 3 clusters Score -9699471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9699482.000000 Penalty: 5479.253418
	Iteration 35Q: 3 clusters Score -9699482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9699493.000000 Penalty: 5479.253418
	Iteration 36Q: 3 clusters Score -9699493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9699489.000000 Penalty: 5479.253418
	Iteration 37Q: 3 clusters Score -9699489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9699489.000000 Penalty: 5479.253418
	Iteration 38Q: 3 clusters Score -9699489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9699499.000000 Penalty: 5479.253418
	Iteration 39Q: 3 clusters Score -9699499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9699501.000000 Penalty: 5479.253418
	Iteration 40F: 3 clusters Score -9699501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9699508.000000 Penalty: 5479.253418
	Iteration 41Q: 3 clusters Score -9699508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9699521.000000 Penalty: 5479.253418
	Iteration 42Q: 3 clusters Score -9699521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9699517.000000 Penalty: 5479.253418
	Iteration 43Q: 3 clusters Score -9699517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9699517.000000 Penalty: 5479.253418
	Iteration 44F: 3 clusters Score -9699517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (51215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Entering Unmasked Estep 
Score: -8100542.000000 Penalty: 2689.259521
	Iteration 0F: 2 clusters Score -8100542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -8066234.500000 Penalty: 5378.519043
	Iteration 0F: 3 clusters Score -8066234 nChanged 23526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -8079440.500000 Penalty: 5378.519043
	Iteration 1F: 3 clusters Score -8079440 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -8080331.500000 Penalty: 5378.519043
	Iteration 2Q: 3 clusters Score -8080332 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8081424.000000 Penalty: 5378.519043
	Iteration 3Q: 3 clusters Score -8081424 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -8082770.000000 Penalty: 5378.519043
	Iteration 4F: 3 clusters Score -8082770 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -8084528.000000 Penalty: 5378.519043
	Iteration 5F: 3 clusters Score -8084528 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8086787.000000 Penalty: 5378.519043
	Iteration 6F: 3 clusters Score -8086787 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8089813.000000 Penalty: 5378.519043
	Iteration 7F: 3 clusters Score -8089813 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -8092967.500000 Penalty: 5378.519043
	Iteration 8F: 3 clusters Score -8092968 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8095184.000000 Penalty: 5378.519043
	Iteration 9F: 3 clusters Score -8095184 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8096229.500000 Penalty: 5378.519043
	Iteration 10Q: 3 clusters Score -8096230 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -8096676.500000 Penalty: 5378.519043
	Iteration 11Q: 3 clusters Score -8096676 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -8096932.000000 Penalty: 5378.519043
	Iteration 12Q: 3 clusters Score -8096932 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -8097073.500000 Penalty: 5378.519043
	Iteration 13Q: 3 clusters Score -8097074 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8097221.500000 Penalty: 5378.519043
	Iteration 14Q: 3 clusters Score -8097222 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -8097318.500000 Penalty: 5378.519043
	Iteration 15Q: 3 clusters Score -8097318 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -8097382.000000 Penalty: 5378.519043
	Iteration 16Q: 3 clusters Score -8097382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -8097426.500000 Penalty: 5378.519043
	Iteration 17Q: 3 clusters Score -8097426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8097464.500000 Penalty: 5378.519043
	Iteration 18Q: 3 clusters Score -8097464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8097494.500000 Penalty: 5378.519043
	Iteration 19Q: 3 clusters Score -8097494 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8097541.000000 Penalty: 5378.519043
	Iteration 20F: 3 clusters Score -8097541 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8097549.500000 Penalty: 5378.519043
	Iteration 21Q: 3 clusters Score -8097550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8097563.500000 Penalty: 5378.519043
	Iteration 22Q: 3 clusters Score -8097564 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -8097574.000000 Penalty: 5378.519043
	Iteration 23Q: 3 clusters Score -8097574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8097584.000000 Penalty: 5378.519043
	Iteration 24Q: 3 clusters Score -8097584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -8097613.000000 Penalty: 5378.519043
	Iteration 25Q: 3 clusters Score -8097613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8097628.500000 Penalty: 5378.519043
	Iteration 26Q: 3 clusters Score -8097628 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8097631.500000 Penalty: 5378.519043
	Iteration 27Q: 3 clusters Score -8097632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -8097646.000000 Penalty: 5378.519043
	Iteration 28Q: 3 clusters Score -8097646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8097682.500000 Penalty: 5378.519043
	Iteration 29Q: 3 clusters Score -8097682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -8097685.500000 Penalty: 5378.519043
	Iteration 30Q: 3 clusters Score -8097686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8097706.500000 Penalty: 5378.519043
	Iteration 31Q: 3 clusters Score -8097706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8097713.500000 Penalty: 5378.519043
	Iteration 32Q: 3 clusters Score -8097714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8097742.500000 Penalty: 5378.519043
	Iteration 33Q: 3 clusters Score -8097742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -8097748.000000 Penalty: 5378.519043
	Iteration 34Q: 3 clusters Score -8097748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -8097748.000000 Penalty: 5378.519043
	Iteration 35Q: 3 clusters Score -8097748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8097770.500000 Penalty: 5378.519043
	Iteration 36Q: 3 clusters Score -8097770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -8097792.000000 Penalty: 5378.519043
	Iteration 37Q: 3 clusters Score -8097792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8097801.000000 Penalty: 5378.519043
	Iteration 38Q: 3 clusters Score -8097801 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -8097812.000000 Penalty: 5378.519043
	Iteration 39Q: 3 clusters Score -8097812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8097847.000000 Penalty: 5378.519043
	Iteration 40F: 3 clusters Score -8097847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8097854.000000 Penalty: 5378.519043
	Iteration 41Q: 3 clusters Score -8097854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8097849.000000 Penalty: 5378.519043
	Iteration 42Q: 3 clusters Score -8097849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -8097868.000000 Penalty: 5378.519043
	Iteration 43Q: 3 clusters Score -8097868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8097863.500000 Penalty: 5378.519043
	Iteration 44Q: 3 clusters Score -8097864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8097874.000000 Penalty: 5378.519043
	Iteration 45Q: 3 clusters Score -8097874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8097886.500000 Penalty: 5378.519043
	Iteration 46Q: 3 clusters Score -8097886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8097882.500000 Penalty: 5378.519043
	Iteration 47Q: 3 clusters Score -8097882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -8097892.500000 Penalty: 5378.519043
	Iteration 48Q: 3 clusters Score -8097892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8097893.500000 Penalty: 5378.519043
	Iteration 49Q: 3 clusters Score -8097894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -8097911.000000 Penalty: 5378.519043
	Iteration 50Q: 3 clusters Score -8097911 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8097918.500000 Penalty: 5378.519043
	Iteration 51Q: 3 clusters Score -8097918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8097937.500000 Penalty: 5378.519043
	Iteration 52Q: 3 clusters Score -8097938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8097960.500000 Penalty: 5378.519043
	Iteration 53Q: 3 clusters Score -8097960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8097994.500000 Penalty: 5378.519043
	Iteration 54Q: 3 clusters Score -8097994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8097977.000000 Penalty: 5378.519043
	Iteration 55Q: 3 clusters Score -8097977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8097977.500000 Penalty: 5378.519043
	Iteration 56Q: 3 clusters Score -8097978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -8098007.000000 Penalty: 5378.519043
	Iteration 57Q: 3 clusters Score -8098007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8098009.500000 Penalty: 5378.519043
	Iteration 58Q: 3 clusters Score -8098010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8098009.000000 Penalty: 5378.519043
	Iteration 59Q: 3 clusters Score -8098009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8098030.500000 Penalty: 5378.519043
	Iteration 60F: 3 clusters Score -8098030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8098034.500000 Penalty: 5378.519043
	Iteration 61Q: 3 clusters Score -8098034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8098054 nChanged 72
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Mstep: Class 2 contains 43980 members 
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Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8098076 nChanged 58
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Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8098074 nChanged 53
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8098094 nChanged 56
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8098101 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8098109 nChanged 53
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8098131 nChanged 58
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8098139 nChanged 63
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8098131 nChanged 56
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8098153 nChanged 52
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8098142 nChanged 41
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8098146 nChanged 36
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Mstep: Class 1 contains 6327 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8098136 nChanged 29
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Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8098147 nChanged 31
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8098152 nChanged 32
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Mstep: Class 1 contains 6235 members 
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	Iteration 82Q: 3 clusters Score -8098154 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8098162 nChanged 33
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Mstep: Class 1 contains 6130 members 
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	Iteration 85Q: 3 clusters Score -8098166 nChanged 32
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8098158 nChanged 37
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8098178 nChanged 51
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8098176 nChanged 46
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	Iteration 89Q: 3 clusters Score -8098188 nChanged 46
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8098206 nChanged 38
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	Iteration 91Q: 3 clusters Score -8098199 nChanged 35
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	Iteration 93Q: 3 clusters Score -8098204 nChanged 30
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	Iteration 94Q: 3 clusters Score -8098220 nChanged 24
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	Iteration 95Q: 3 clusters Score -8098224 nChanged 27
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	Iteration 96Q: 3 clusters Score -8098226 nChanged 32
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	Iteration 97Q: 3 clusters Score -8098227 nChanged 35
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8098234 nChanged 39
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	Iteration 99Q: 3 clusters Score -8098232 nChanged 28
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Entering Unmasked Estep 
Score: -8098246.000000 Penalty: 5378.519043
	Iteration 100F: 3 clusters Score -8098246 nChanged 25
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Mstep: Class 1 contains 5576 members 
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	Iteration 101Q: 3 clusters Score -8098226 nChanged 26
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Mstep: Class 1 contains 5550 members 
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	Iteration 102Q: 3 clusters Score -8098234 nChanged 25
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	Iteration 103Q: 3 clusters Score -8098240 nChanged 20
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	Iteration 104Q: 3 clusters Score -8098256 nChanged 23
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Mstep: Class 1 contains 5482 members 
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	Iteration 105Q: 3 clusters Score -8098248 nChanged 25
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	Iteration 106Q: 3 clusters Score -8098248 nChanged 25
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Mstep: Class 1 contains 5432 members 
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	Iteration 107Q: 3 clusters Score -8098255 nChanged 15
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	Iteration 108Q: 3 clusters Score -8098256 nChanged 16
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	Iteration 109Q: 3 clusters Score -8098250 nChanged 16
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	Iteration 110Q: 3 clusters Score -8098240 nChanged 18
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	Iteration 111Q: 3 clusters Score -8098236 nChanged 21
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	Iteration 112Q: 3 clusters Score -8098236 nChanged 24
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	Iteration 113Q: 3 clusters Score -8098248 nChanged 25
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Mstep: Class 1 contains 5299 members 
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	Iteration 114Q: 3 clusters Score -8098248 nChanged 18
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Mstep: Class 1 contains 5281 members 
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	Iteration 115Q: 3 clusters Score -8098249 nChanged 10
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	Iteration 116Q: 3 clusters Score -8098257 nChanged 9
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	Iteration 117Q: 3 clusters Score -8098258 nChanged 14
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	Iteration 118Q: 3 clusters Score -8098262 nChanged 16
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	Iteration 119Q: 3 clusters Score -8098255 nChanged 9
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	Iteration 120F: 3 clusters Score -8098259 nChanged 6
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	Iteration 121Q: 3 clusters Score -8098254 nChanged 5
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	Iteration 122Q: 3 clusters Score -8098252 nChanged 7
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	Iteration 123Q: 3 clusters Score -8098256 nChanged 7
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	Iteration 124Q: 3 clusters Score -8098256 nChanged 4
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Mstep: Class 1 contains 5196 members 
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	Iteration 125Q: 3 clusters Score -8098258 nChanged 7
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Mstep: Class 1 contains 5189 members 
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Score: -8098261.500000 Penalty: 5378.519043
	Iteration 126Q: 3 clusters Score -8098262 nChanged 7
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Mstep: Class 1 contains 5182 members 
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	Iteration 127Q: 3 clusters Score -8098263 nChanged 11
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	Iteration 128Q: 3 clusters Score -8098266 nChanged 12
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Mstep: Class 1 contains 5159 members 
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	Iteration 129Q: 3 clusters Score -8098266 nChanged 14
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	Iteration 130Q: 3 clusters Score -8098256 nChanged 14
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Mstep: Class 1 contains 5131 members 
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	Iteration 131Q: 3 clusters Score -8098258 nChanged 14
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	Iteration 132Q: 3 clusters Score -8098256 nChanged 18
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	Iteration 133Q: 3 clusters Score -8098257 nChanged 19
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	Iteration 134Q: 3 clusters Score -8098258 nChanged 15
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Score: -8098262.000000 Penalty: 5378.519043
	Iteration 135Q: 3 clusters Score -8098262 nChanged 11
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	Iteration 136Q: 3 clusters Score -8098269 nChanged 10
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	Iteration 137Q: 3 clusters Score -8098276 nChanged 8
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	Iteration 138Q: 3 clusters Score -8098278 nChanged 13
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	Iteration 139Q: 3 clusters Score -8098281 nChanged 11
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	Iteration 140F: 3 clusters Score -8098286 nChanged 11
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	Iteration 141Q: 3 clusters Score -8098286 nChanged 14
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	Iteration 142Q: 3 clusters Score -8098274 nChanged 12
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	Iteration 143Q: 3 clusters Score -8098274 nChanged 13
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	Iteration 144Q: 3 clusters Score -8098270 nChanged 14
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8098279 nChanged 17
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	Iteration 146Q: 3 clusters Score -8098278 nChanged 23
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	Iteration 147Q: 3 clusters Score -8098288 nChanged 22
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	Iteration 148Q: 3 clusters Score -8098291 nChanged 16
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	Iteration 149Q: 3 clusters Score -8098298 nChanged 17
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	Iteration 150Q: 3 clusters Score -8098290 nChanged 15
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	Iteration 151Q: 3 clusters Score -8098300 nChanged 14
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	Iteration 152Q: 3 clusters Score -8098294 nChanged 10
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	Iteration 153Q: 3 clusters Score -8098296 nChanged 9
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	Iteration 154Q: 3 clusters Score -8098290 nChanged 9
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	Iteration 155Q: 3 clusters Score -8098288 nChanged 8
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Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8098291.000000 Penalty: 5378.519043
	Iteration 156Q: 3 clusters Score -8098291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8098298.000000 Penalty: 5378.519043
	Iteration 157Q: 3 clusters Score -8098298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8098290.000000 Penalty: 5378.519043
	Iteration 158Q: 3 clusters Score -8098290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8098290.000000 Penalty: 5378.519043
	Iteration 159Q: 3 clusters Score -8098290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8098295.500000 Penalty: 5378.519043
	Iteration 160F: 3 clusters Score -8098296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8098291.500000 Penalty: 5378.519043
	Iteration 161Q: 3 clusters Score -8098292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -8098295.000000 Penalty: 5378.519043
	Iteration 162Q: 3 clusters Score -8098295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8098297.500000 Penalty: 5378.519043
	Iteration 163Q: 3 clusters Score -8098298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8098292.000000 Penalty: 5378.519043
	Iteration 164Q: 3 clusters Score -8098292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8098300.000000 Penalty: 5378.519043
	Iteration 165Q: 3 clusters Score -8098300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -8098297.000000 Penalty: 5378.519043
	Iteration 166Q: 3 clusters Score -8098297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -8098299.000000 Penalty: 5378.519043
	Iteration 167Q: 3 clusters Score -8098299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8098291.500000 Penalty: 5378.519043
	Iteration 168Q: 3 clusters Score -8098292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -8098294.000000 Penalty: 5378.519043
	Iteration 169Q: 3 clusters Score -8098294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8098302.000000 Penalty: 5378.519043
	Iteration 170Q: 3 clusters Score -8098302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8098301.500000 Penalty: 5378.519043
	Iteration 171Q: 3 clusters Score -8098302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8098301.000000 Penalty: 5378.519043
	Iteration 172Q: 3 clusters Score -8098301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8098303.500000 Penalty: 5378.519043
	Iteration 173Q: 3 clusters Score -8098304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8098305.000000 Penalty: 5378.519043
	Iteration 174Q: 3 clusters Score -8098305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8098305.000000 Penalty: 5378.519043
	Iteration 175Q: 3 clusters Score -8098305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8098311.000000 Penalty: 5378.519043
	Iteration 176Q: 3 clusters Score -8098311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8098311.000000 Penalty: 5378.519043
	Iteration 177Q: 3 clusters Score -8098311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8098311.000000 Penalty: 5378.519043
	Iteration 178Q: 3 clusters Score -8098311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8098305.000000 Penalty: 5378.519043
	Iteration 179Q: 3 clusters Score -8098305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8098301.500000 Penalty: 5378.519043
	Iteration 180F: 3 clusters Score -8098302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8098297.000000 Penalty: 5378.519043
	Iteration 181Q: 3 clusters Score -8098297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8098296.500000 Penalty: 5378.519043
	Iteration 182Q: 3 clusters Score -8098296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8098300.500000 Penalty: 5378.519043
	Iteration 183Q: 3 clusters Score -8098300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8098300.500000 Penalty: 5378.519043
	Iteration 184Q: 3 clusters Score -8098300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8098298.500000 Penalty: 5378.519043
	Iteration 185Q: 3 clusters Score -8098298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -8098299.500000 Penalty: 5378.519043
	Iteration 186Q: 3 clusters Score -8098300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8098303.500000 Penalty: 5378.519043
	Iteration 187Q: 3 clusters Score -8098304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -8098298.000000 Penalty: 5378.519043
	Iteration 188Q: 3 clusters Score -8098298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8098302.000000 Penalty: 5378.519043
	Iteration 189Q: 3 clusters Score -8098302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -8098300.000000 Penalty: 5378.519043
	Iteration 190Q: 3 clusters Score -8098300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -8098305.500000 Penalty: 5378.519043
	Iteration 191Q: 3 clusters Score -8098306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8098306.500000 Penalty: 5378.519043
	Iteration 192Q: 3 clusters Score -8098306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8098306.500000 Penalty: 5378.519043
	Iteration 193F: 3 clusters Score -8098306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -92990.375000 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -92990.38 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 352 members 
Entering Unmasked Estep 
Score: -91430.523438 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -91430.52 nChanged 208
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: -91925.367188 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -91925.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92219.359375 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -92219.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92521.070312 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -92521.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92729.187500 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -92729.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93020.187500 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -93020.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93249.375000 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -93249.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93284.570312 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -93284.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93335.250000 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -93335.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93530.500000 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -93530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93572.437500 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -93572.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93588.171875 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -93588.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93597.210938 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -93597.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93601.609375 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -93601.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93603.804688 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -93603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93603.804688 Penalty: 3264.684326
	Iteration 15F: 3 clusters Score -93603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 252 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 470 members 
Entering Unmasked Estep 
Score: -120396168.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120397536.000000 to -120396168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (20255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Entering Unmasked Estep 
Score: -3171613.250000 Penalty: 2459.206787
	Iteration 0F: 2 clusters Score -3171613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3157459.250000 Penalty: 4918.413574
	Iteration 0F: 3 clusters Score -3157459 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3162296.000000 Penalty: 4918.413574
	Iteration 1F: 3 clusters Score -3162296 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3162780.250000 Penalty: 4918.413574
	Iteration 2F: 3 clusters Score -3162780 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3163259.000000 Penalty: 4918.413574
	Iteration 3F: 3 clusters Score -3163259 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3163737.750000 Penalty: 4918.413574
	Iteration 4F: 3 clusters Score -3163738 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3164324.250000 Penalty: 4918.413574
	Iteration 5F: 3 clusters Score -3164324 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3164950.250000 Penalty: 4918.413574
	Iteration 6F: 3 clusters Score -3164950 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3165565.250000 Penalty: 4918.413574
	Iteration 7F: 3 clusters Score -3165565 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3166176.500000 Penalty: 4918.413574
	Iteration 8F: 3 clusters Score -3166176 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3166690.500000 Penalty: 4918.413574
	Iteration 9Q: 3 clusters Score -3166690 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3167098.750000 Penalty: 4918.413574
	Iteration 10Q: 3 clusters Score -3167099 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3167429.250000 Penalty: 4918.413574
	Iteration 11Q: 3 clusters Score -3167429 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3167740.750000 Penalty: 4918.413574
	Iteration 12Q: 3 clusters Score -3167741 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3168026.500000 Penalty: 4918.413574
	Iteration 13Q: 3 clusters Score -3168026 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3168272.250000 Penalty: 4918.413574
	Iteration 14Q: 3 clusters Score -3168272 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3168480.000000 Penalty: 4918.413574
	Iteration 15Q: 3 clusters Score -3168480 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3168674.000000 Penalty: 4918.413574
	Iteration 16Q: 3 clusters Score -3168674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3168848.250000 Penalty: 4918.413574
	Iteration 17Q: 3 clusters Score -3168848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3168981.750000 Penalty: 4918.413574
	Iteration 18Q: 3 clusters Score -3168982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3169125.750000 Penalty: 4918.413574
	Iteration 19Q: 3 clusters Score -3169126 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3169221.750000 Penalty: 4918.413574
	Iteration 20F: 3 clusters Score -3169222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3169297.000000 Penalty: 4918.413574
	Iteration 21Q: 3 clusters Score -3169297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3169374.000000 Penalty: 4918.413574
	Iteration 22Q: 3 clusters Score -3169374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3169419.750000 Penalty: 4918.413574
	Iteration 23Q: 3 clusters Score -3169420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3169438.750000 Penalty: 4918.413574
	Iteration 24Q: 3 clusters Score -3169439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3169461.750000 Penalty: 4918.413574
	Iteration 25Q: 3 clusters Score -3169462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3169486.750000 Penalty: 4918.413574
	Iteration 26Q: 3 clusters Score -3169487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3169497.250000 Penalty: 4918.413574
	Iteration 27Q: 3 clusters Score -3169497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3169502.500000 Penalty: 4918.413574
	Iteration 28Q: 3 clusters Score -3169502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3169511.750000 Penalty: 4918.413574
	Iteration 29Q: 3 clusters Score -3169512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3169523.250000 Penalty: 4918.413574
	Iteration 30Q: 3 clusters Score -3169523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3169521.250000 Penalty: 4918.413574
	Iteration 31Q: 3 clusters Score -3169521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3169526.750000 Penalty: 4918.413574
	Iteration 32Q: 3 clusters Score -3169527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3169527.000000 Penalty: 4918.413574
	Iteration 33Q: 3 clusters Score -3169527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3169535.750000 Penalty: 4918.413574
	Iteration 34Q: 3 clusters Score -3169536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3169539.250000 Penalty: 4918.413574
	Iteration 35Q: 3 clusters Score -3169539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3169541.250000 Penalty: 4918.413574
	Iteration 36Q: 3 clusters Score -3169541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3169544.500000 Penalty: 4918.413574
	Iteration 37Q: 3 clusters Score -3169544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3169549.000000 Penalty: 4918.413574
	Iteration 38Q: 3 clusters Score -3169549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3169553.000000 Penalty: 4918.413574
	Iteration 39Q: 3 clusters Score -3169553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3169555.750000 Penalty: 4918.413574
	Iteration 40F: 3 clusters Score -3169556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3169558.250000 Penalty: 4918.413574
	Iteration 41Q: 3 clusters Score -3169558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3169560.000000 Penalty: 4918.413574
	Iteration 42Q: 3 clusters Score -3169560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3169563.750000 Penalty: 4918.413574
	Iteration 43Q: 3 clusters Score -3169564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3169566.250000 Penalty: 4918.413574
	Iteration 44Q: 3 clusters Score -3169566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3169566.250000 Penalty: 4918.413574
	Iteration 45F: 3 clusters Score -3169566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -456244.781250 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -456244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -452961.906250 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -452961.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -453818.437500 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -453818.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -454110.281250 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -454110.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -454325.812500 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -454325.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -454518.062500 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -454518.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -454719.500000 Penalty: 3989.338623
	Iteration 5F: 3 clusters Score -454719.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -454923.593750 Penalty: 3989.338623
	Iteration 6F: 3 clusters Score -454923.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -455096.218750 Penalty: 3989.338623
	Iteration 7F: 3 clusters Score -455096.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -455233.906250 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -455233.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -455335.187500 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -455335.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -455383.281250 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -455383.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -455413.875000 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -455413.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -455444.906250 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -455444.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -455465.250000 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -455465.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -455477.062500 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -455477.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -455485.187500 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -455485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -455489.062500 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -455489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -455492.093750 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -455492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -455494.343750 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -455494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -455494.843750 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -455494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -455495.562500 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -455495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Entering Unmasked Estep 
Score: -3072440.750000 Penalty: 2454.047852
	Iteration 0F: 2 clusters Score -3072441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3058520.500000 Penalty: 4908.095703
	Iteration 0F: 3 clusters Score -3058520 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3063159.750000 Penalty: 4908.095703
	Iteration 1F: 3 clusters Score -3063160 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3063699.000000 Penalty: 4908.095703
	Iteration 2F: 3 clusters Score -3063699 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3064192.000000 Penalty: 4908.095703
	Iteration 3F: 3 clusters Score -3064192 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3064690.250000 Penalty: 4908.095703
	Iteration 4F: 3 clusters Score -3064690 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3065243.750000 Penalty: 4908.095703
	Iteration 5F: 3 clusters Score -3065244 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3065976.250000 Penalty: 4908.095703
	Iteration 6F: 3 clusters Score -3065976 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3066936.500000 Penalty: 4908.095703
	Iteration 7F: 3 clusters Score -3066936 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3067898.250000 Penalty: 4908.095703
	Iteration 8F: 3 clusters Score -3067898 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3068671.500000 Penalty: 4908.095703
	Iteration 9F: 3 clusters Score -3068672 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3069195.000000 Penalty: 4908.095703
	Iteration 10Q: 3 clusters Score -3069195 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3069642.750000 Penalty: 4908.095703
	Iteration 11Q: 3 clusters Score -3069643 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3069962.500000 Penalty: 4908.095703
	Iteration 12Q: 3 clusters Score -3069962 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3070205.000000 Penalty: 4908.095703
	Iteration 13Q: 3 clusters Score -3070205 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3070367.250000 Penalty: 4908.095703
	Iteration 14Q: 3 clusters Score -3070367 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3070503.000000 Penalty: 4908.095703
	Iteration 15Q: 3 clusters Score -3070503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3070585.250000 Penalty: 4908.095703
	Iteration 16Q: 3 clusters Score -3070585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3070640.000000 Penalty: 4908.095703
	Iteration 17Q: 3 clusters Score -3070640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3070684.500000 Penalty: 4908.095703
	Iteration 18Q: 3 clusters Score -3070684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3070721.750000 Penalty: 4908.095703
	Iteration 19Q: 3 clusters Score -3070722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3070739.000000 Penalty: 4908.095703
	Iteration 20F: 3 clusters Score -3070739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3070750.000000 Penalty: 4908.095703
	Iteration 21Q: 3 clusters Score -3070750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3070768.000000 Penalty: 4908.095703
	Iteration 22Q: 3 clusters Score -3070768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3070776.750000 Penalty: 4908.095703
	Iteration 23Q: 3 clusters Score -3070777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3070783.500000 Penalty: 4908.095703
	Iteration 24Q: 3 clusters Score -3070784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3070784.750000 Penalty: 4908.095703
	Iteration 25Q: 3 clusters Score -3070785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3070783.500000 Penalty: 4908.095703
	Iteration 26Q: 3 clusters Score -3070784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3070791.250000 Penalty: 4908.095703
	Iteration 27Q: 3 clusters Score -3070791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3070793.500000 Penalty: 4908.095703
	Iteration 28Q: 3 clusters Score -3070794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3070797.000000 Penalty: 4908.095703
	Iteration 29Q: 3 clusters Score -3070797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3070797.000000 Penalty: 4908.095703
	Iteration 30F: 3 clusters Score -3070797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -1009551.500000 Penalty: 2187.716553
	Iteration 0F: 2 clusters Score -1009552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1003944.562500 Penalty: 4375.433105
	Iteration 0F: 3 clusters Score -1003945 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1005465.687500 Penalty: 4375.433105
	Iteration 1F: 3 clusters Score -1005466 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1005803.437500 Penalty: 4375.433105
	Iteration 2F: 3 clusters Score -1005803 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1006030.437500 Penalty: 4375.433105
	Iteration 3F: 3 clusters Score -1006030 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1006195.000000 Penalty: 4375.433105
	Iteration 4Q: 3 clusters Score -1006195 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1006312.125000 Penalty: 4375.433105
	Iteration 5Q: 3 clusters Score -1006312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1006412.062500 Penalty: 4375.433105
	Iteration 6Q: 3 clusters Score -1006412 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1006506.750000 Penalty: 4375.433105
	Iteration 7Q: 3 clusters Score -1006507 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1006574.875000 Penalty: 4375.433105
	Iteration 8Q: 3 clusters Score -1006575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1006625.937500 Penalty: 4375.433105
	Iteration 9Q: 3 clusters Score -1006626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1006674.375000 Penalty: 4375.433105
	Iteration 10Q: 3 clusters Score -1006674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1006716.250000 Penalty: 4375.433105
	Iteration 11Q: 3 clusters Score -1006716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1006752.875000 Penalty: 4375.433105
	Iteration 12Q: 3 clusters Score -1006753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1006789.937500 Penalty: 4375.433105
	Iteration 13Q: 3 clusters Score -1006790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1006826.750000 Penalty: 4375.433105
	Iteration 14Q: 3 clusters Score -1006827 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1006870.312500 Penalty: 4375.433105
	Iteration 15Q: 3 clusters Score -1006870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1006897.375000 Penalty: 4375.433105
	Iteration 16Q: 3 clusters Score -1006897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1006916.062500 Penalty: 4375.433105
	Iteration 17Q: 3 clusters Score -1006916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1006932.375000 Penalty: 4375.433105
	Iteration 18Q: 3 clusters Score -1006932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1006945.437500 Penalty: 4375.433105
	Iteration 19Q: 3 clusters Score -1006945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1006958.750000 Penalty: 4375.433105
	Iteration 20F: 3 clusters Score -1006959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1006973.312500 Penalty: 4375.433105
	Iteration 21Q: 3 clusters Score -1006973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1006988.750000 Penalty: 4375.433105
	Iteration 22Q: 3 clusters Score -1006989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1007007.312500 Penalty: 4375.433105
	Iteration 23Q: 3 clusters Score -1007007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1007026.750000 Penalty: 4375.433105
	Iteration 24Q: 3 clusters Score -1007027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1007051.187500 Penalty: 4375.433105
	Iteration 25Q: 3 clusters Score -1007051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1007079.625000 Penalty: 4375.433105
	Iteration 26Q: 3 clusters Score -1007080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1007108.312500 Penalty: 4375.433105
	Iteration 27Q: 3 clusters Score -1007108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1007135.312500 Penalty: 4375.433105
	Iteration 28Q: 3 clusters Score -1007135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1007175.875000 Penalty: 4375.433105
	Iteration 29Q: 3 clusters Score -1007176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1007222.500000 Penalty: 4375.433105
	Iteration 30Q: 3 clusters Score -1007222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1007265.937500 Penalty: 4375.433105
	Iteration 31Q: 3 clusters Score -1007266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1007312.812500 Penalty: 4375.433105
	Iteration 32Q: 3 clusters Score -1007313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1007367.062500 Penalty: 4375.433105
	Iteration 33Q: 3 clusters Score -1007367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1007420.812500 Penalty: 4375.433105
	Iteration 34Q: 3 clusters Score -1007421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1007472.062500 Penalty: 4375.433105
	Iteration 35Q: 3 clusters Score -1007472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1007517.187500 Penalty: 4375.433105
	Iteration 36Q: 3 clusters Score -1007517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1007562.625000 Penalty: 4375.433105
	Iteration 37Q: 3 clusters Score -1007563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1007605.625000 Penalty: 4375.433105
	Iteration 38Q: 3 clusters Score -1007606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1007635.750000 Penalty: 4375.433105
	Iteration 39Q: 3 clusters Score -1007636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1007656.250000 Penalty: 4375.433105
	Iteration 40F: 3 clusters Score -1007656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1007670.562500 Penalty: 4375.433105
	Iteration 41Q: 3 clusters Score -1007671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1007681.875000 Penalty: 4375.433105
	Iteration 42Q: 3 clusters Score -1007682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1007694.875000 Penalty: 4375.433105
	Iteration 43Q: 3 clusters Score -1007695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1007703.000000 Penalty: 4375.433105
	Iteration 44Q: 3 clusters Score -1007703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1007716.875000 Penalty: 4375.433105
	Iteration 45Q: 3 clusters Score -1007717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1007722.250000 Penalty: 4375.433105
	Iteration 46Q: 3 clusters Score -1007722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1007725.062500 Penalty: 4375.433105
	Iteration 47Q: 3 clusters Score -1007725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1007729.625000 Penalty: 4375.433105
	Iteration 48Q: 3 clusters Score -1007730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1007733.937500 Penalty: 4375.433105
	Iteration 49Q: 3 clusters Score -1007734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1007735.500000 Penalty: 4375.433105
	Iteration 50Q: 3 clusters Score -1007736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1007736.625000 Penalty: 4375.433105
	Iteration 51Q: 3 clusters Score -1007737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1007744.250000 Penalty: 4375.433105
	Iteration 52Q: 3 clusters Score -1007744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1007747.000000 Penalty: 4375.433105
	Iteration 53Q: 3 clusters Score -1007747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1007752.312500 Penalty: 4375.433105
	Iteration 54Q: 3 clusters Score -1007752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1007761.750000 Penalty: 4375.433105
	Iteration 55Q: 3 clusters Score -1007762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1007766.812500 Penalty: 4375.433105
	Iteration 56Q: 3 clusters Score -1007767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1007772.187500 Penalty: 4375.433105
	Iteration 57Q: 3 clusters Score -1007772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1007777.500000 Penalty: 4375.433105
	Iteration 58Q: 3 clusters Score -1007778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1007779.000000 Penalty: 4375.433105
	Iteration 59Q: 3 clusters Score -1007779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1007781.437500 Penalty: 4375.433105
	Iteration 60F: 3 clusters Score -1007781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1007788.250000 Penalty: 4375.433105
	Iteration 61Q: 3 clusters Score -1007788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1007794.125000 Penalty: 4375.433105
	Iteration 62Q: 3 clusters Score -1007794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1007796.687500 Penalty: 4375.433105
	Iteration 63Q: 3 clusters Score -1007797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1007801.125000 Penalty: 4375.433105
	Iteration 64Q: 3 clusters Score -1007801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1007803.562500 Penalty: 4375.433105
	Iteration 65Q: 3 clusters Score -1007804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1007805.375000 Penalty: 4375.433105
	Iteration 66Q: 3 clusters Score -1007805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1007805.750000 Penalty: 4375.433105
	Iteration 67Q: 3 clusters Score -1007806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1007807.437500 Penalty: 4375.433105
	Iteration 68Q: 3 clusters Score -1007807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1007809.562500 Penalty: 4375.433105
	Iteration 69Q: 3 clusters Score -1007810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1007808.562500 Penalty: 4375.433105
	Iteration 70Q: 3 clusters Score -1007809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1007809.750000 Penalty: 4375.433105
	Iteration 71Q: 3 clusters Score -1007810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1007809.750000 Penalty: 4375.433105
	Iteration 72F: 3 clusters Score -1007810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -1011237.875000 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -1011238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1005526.250000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -1005526 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1007168.375000 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -1007168 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1007499.437500 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -1007499 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1007777.187500 Penalty: 4378.351074
	Iteration 3F: 3 clusters Score -1007777 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1008029.312500 Penalty: 4378.351074
	Iteration 4F: 3 clusters Score -1008029 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1008223.625000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -1008224 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1008409.500000 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -1008410 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1008585.250000 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -1008585 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1008758.687500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -1008759 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1008915.562500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -1008916 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1009076.687500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -1009077 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1009236.500000 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -1009236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1009390.625000 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -1009391 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1009528.000000 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -1009528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1009659.750000 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -1009660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1009766.062500 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -1009766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1009845.000000 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -1009845 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1009887.687500 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -1009888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1009918.500000 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -1009918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1009936.687500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -1009937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1009947.062500 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -1009947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1009958.312500 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -1009958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1009965.375000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -1009965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1009969.687500 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -1009970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1009972.875000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -1009973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1009975.187500 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -1009975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1009977.687500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -1009978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1009976.750000 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -1009977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1009978.312500 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -1009978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1009981.062500 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -1009981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1009981.562500 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -1009982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1009983.187500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -1009983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1009982.125000 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -1009982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1009981.750000 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -1009982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1009982.375000 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -1009982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1009983.062500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -1009983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1009984.187500 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -1009984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1009985.437500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -1009985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1009985.437500 Penalty: 4378.351074
	Iteration 38F: 3 clusters Score -1009985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -937762.625000 Penalty: 2164.489014
	Iteration 0F: 2 clusters Score -937762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -932494.000000 Penalty: 4328.978027
	Iteration 0F: 3 clusters Score -932494 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -933875.875000 Penalty: 4328.978027
	Iteration 1F: 3 clusters Score -933875.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -934175.000000 Penalty: 4328.978027
	Iteration 2F: 3 clusters Score -934175 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -934405.437500 Penalty: 4328.978027
	Iteration 3F: 3 clusters Score -934405.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -934610.187500 Penalty: 4328.978027
	Iteration 4Q: 3 clusters Score -934610.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -934817.687500 Penalty: 4328.978027
	Iteration 5Q: 3 clusters Score -934817.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -935019.750000 Penalty: 4328.978027
	Iteration 6Q: 3 clusters Score -935019.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -935215.750000 Penalty: 4328.978027
	Iteration 7Q: 3 clusters Score -935215.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -935407.437500 Penalty: 4328.978027
	Iteration 8Q: 3 clusters Score -935407.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -935579.562500 Penalty: 4328.978027
	Iteration 9Q: 3 clusters Score -935579.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -935736.687500 Penalty: 4328.978027
	Iteration 10Q: 3 clusters Score -935736.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -935861.687500 Penalty: 4328.978027
	Iteration 11Q: 3 clusters Score -935861.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -935950.562500 Penalty: 4328.978027
	Iteration 12Q: 3 clusters Score -935950.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -936031.125000 Penalty: 4328.978027
	Iteration 13Q: 3 clusters Score -936031.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -936095.000000 Penalty: 4328.978027
	Iteration 14Q: 3 clusters Score -936095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -936147.812500 Penalty: 4328.978027
	Iteration 15Q: 3 clusters Score -936147.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -936182.250000 Penalty: 4328.978027
	Iteration 16Q: 3 clusters Score -936182.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -936215.625000 Penalty: 4328.978027
	Iteration 17Q: 3 clusters Score -936215.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -936245.312500 Penalty: 4328.978027
	Iteration 18Q: 3 clusters Score -936245.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -936266.687500 Penalty: 4328.978027
	Iteration 19Q: 3 clusters Score -936266.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -936282.687500 Penalty: 4328.978027
	Iteration 20F: 3 clusters Score -936282.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -936299.625000 Penalty: 4328.978027
	Iteration 21Q: 3 clusters Score -936299.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -936310.312500 Penalty: 4328.978027
	Iteration 22Q: 3 clusters Score -936310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -936320.125000 Penalty: 4328.978027
	Iteration 23Q: 3 clusters Score -936320.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -936329.000000 Penalty: 4328.978027
	Iteration 24Q: 3 clusters Score -936329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -936338.062500 Penalty: 4328.978027
	Iteration 25Q: 3 clusters Score -936338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -936340.875000 Penalty: 4328.978027
	Iteration 26Q: 3 clusters Score -936340.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -936346.062500 Penalty: 4328.978027
	Iteration 27Q: 3 clusters Score -936346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -936356.625000 Penalty: 4328.978027
	Iteration 28Q: 3 clusters Score -936356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -936358.875000 Penalty: 4328.978027
	Iteration 29Q: 3 clusters Score -936358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -936363.687500 Penalty: 4328.978027
	Iteration 30Q: 3 clusters Score -936363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -936366.000000 Penalty: 4328.978027
	Iteration 31Q: 3 clusters Score -936366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -936366.937500 Penalty: 4328.978027
	Iteration 32Q: 3 clusters Score -936366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -936367.375000 Penalty: 4328.978027
	Iteration 33Q: 3 clusters Score -936367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -936371.312500 Penalty: 4328.978027
	Iteration 34Q: 3 clusters Score -936371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -936371.062500 Penalty: 4328.978027
	Iteration 35Q: 3 clusters Score -936371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -936370.437500 Penalty: 4328.978027
	Iteration 36Q: 3 clusters Score -936370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -936371.000000 Penalty: 4328.978027
	Iteration 37Q: 3 clusters Score -936371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -936370.750000 Penalty: 4328.978027
	Iteration 38Q: 3 clusters Score -936370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -936371.375000 Penalty: 4328.978027
	Iteration 39Q: 3 clusters Score -936371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -936371.375000 Penalty: 4328.978027
	Iteration 40F: 3 clusters Score -936371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Entering Unmasked Estep 
Score: -2685298.250000 Penalty: 2417.040771
	Iteration 0F: 2 clusters Score -2685298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2673086.750000 Penalty: 4834.081543
	Iteration 0F: 3 clusters Score -2673087 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2677169.250000 Penalty: 4834.081543
	Iteration 1F: 3 clusters Score -2677169 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2677592.750000 Penalty: 4834.081543
	Iteration 2F: 3 clusters Score -2677593 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2677910.500000 Penalty: 4834.081543
	Iteration 3Q: 3 clusters Score -2677910 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2678147.000000 Penalty: 4834.081543
	Iteration 4Q: 3 clusters Score -2678147 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2678362.750000 Penalty: 4834.081543
	Iteration 5Q: 3 clusters Score -2678363 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2678564.750000 Penalty: 4834.081543
	Iteration 6Q: 3 clusters Score -2678565 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2678780.000000 Penalty: 4834.081543
	Iteration 7Q: 3 clusters Score -2678780 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2679010.250000 Penalty: 4834.081543
	Iteration 8Q: 3 clusters Score -2679010 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2679284.500000 Penalty: 4834.081543
	Iteration 9Q: 3 clusters Score -2679284 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2679599.000000 Penalty: 4834.081543
	Iteration 10Q: 3 clusters Score -2679599 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2679969.250000 Penalty: 4834.081543
	Iteration 11Q: 3 clusters Score -2679969 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2680360.500000 Penalty: 4834.081543
	Iteration 12Q: 3 clusters Score -2680360 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2680778.750000 Penalty: 4834.081543
	Iteration 13Q: 3 clusters Score -2680779 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2681176.750000 Penalty: 4834.081543
	Iteration 14Q: 3 clusters Score -2681177 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2681520.250000 Penalty: 4834.081543
	Iteration 15Q: 3 clusters Score -2681520 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2681791.750000 Penalty: 4834.081543
	Iteration 16Q: 3 clusters Score -2681792 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2682009.750000 Penalty: 4834.081543
	Iteration 17Q: 3 clusters Score -2682010 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2682176.000000 Penalty: 4834.081543
	Iteration 18Q: 3 clusters Score -2682176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2682328.750000 Penalty: 4834.081543
	Iteration 19Q: 3 clusters Score -2682329 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2682450.750000 Penalty: 4834.081543
	Iteration 20F: 3 clusters Score -2682451 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2682558.250000 Penalty: 4834.081543
	Iteration 21Q: 3 clusters Score -2682558 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2682646.000000 Penalty: 4834.081543
	Iteration 22Q: 3 clusters Score -2682646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2682713.750000 Penalty: 4834.081543
	Iteration 23Q: 3 clusters Score -2682714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2682751.250000 Penalty: 4834.081543
	Iteration 24Q: 3 clusters Score -2682751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2682793.750000 Penalty: 4834.081543
	Iteration 25Q: 3 clusters Score -2682794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2682842.500000 Penalty: 4834.081543
	Iteration 26Q: 3 clusters Score -2682842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2682864.250000 Penalty: 4834.081543
	Iteration 27Q: 3 clusters Score -2682864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2682887.750000 Penalty: 4834.081543
	Iteration 28Q: 3 clusters Score -2682888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2682919.750000 Penalty: 4834.081543
	Iteration 29Q: 3 clusters Score -2682920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2682935.000000 Penalty: 4834.081543
	Iteration 30Q: 3 clusters Score -2682935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2682953.500000 Penalty: 4834.081543
	Iteration 31Q: 3 clusters Score -2682954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2682980.000000 Penalty: 4834.081543
	Iteration 32Q: 3 clusters Score -2682980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2682997.500000 Penalty: 4834.081543
	Iteration 33Q: 3 clusters Score -2682998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2683014.500000 Penalty: 4834.081543
	Iteration 34Q: 3 clusters Score -2683014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2683032.000000 Penalty: 4834.081543
	Iteration 35Q: 3 clusters Score -2683032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2683041.750000 Penalty: 4834.081543
	Iteration 36Q: 3 clusters Score -2683042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2683051.250000 Penalty: 4834.081543
	Iteration 37Q: 3 clusters Score -2683051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2683064.500000 Penalty: 4834.081543
	Iteration 38Q: 3 clusters Score -2683064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2683068.250000 Penalty: 4834.081543
	Iteration 39Q: 3 clusters Score -2683068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2683071.500000 Penalty: 4834.081543
	Iteration 40F: 3 clusters Score -2683072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2683080.000000 Penalty: 4834.081543
	Iteration 41Q: 3 clusters Score -2683080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2683085.000000 Penalty: 4834.081543
	Iteration 42Q: 3 clusters Score -2683085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2683086.500000 Penalty: 4834.081543
	Iteration 43Q: 3 clusters Score -2683086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2683092.750000 Penalty: 4834.081543
	Iteration 44Q: 3 clusters Score -2683093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2683092.750000 Penalty: 4834.081543
	Iteration 45Q: 3 clusters Score -2683093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2683094.500000 Penalty: 4834.081543
	Iteration 46Q: 3 clusters Score -2683094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2683103.750000 Penalty: 4834.081543
	Iteration 47Q: 3 clusters Score -2683104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2683106.750000 Penalty: 4834.081543
	Iteration 48Q: 3 clusters Score -2683107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2683113.000000 Penalty: 4834.081543
	Iteration 49Q: 3 clusters Score -2683113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2683110.750000 Penalty: 4834.081543
	Iteration 50Q: 3 clusters Score -2683111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2683112.250000 Penalty: 4834.081543
	Iteration 51Q: 3 clusters Score -2683112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2683115.750000 Penalty: 4834.081543
	Iteration 52Q: 3 clusters Score -2683116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2683114.000000 Penalty: 4834.081543
	Iteration 53Q: 3 clusters Score -2683114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2683119.500000 Penalty: 4834.081543
	Iteration 54Q: 3 clusters Score -2683120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2683126.500000 Penalty: 4834.081543
	Iteration 55Q: 3 clusters Score -2683126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2683125.500000 Penalty: 4834.081543
	Iteration 56Q: 3 clusters Score -2683126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2683125.500000 Penalty: 4834.081543
	Iteration 57Q: 3 clusters Score -2683126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2683124.250000 Penalty: 4834.081543
	Iteration 58Q: 3 clusters Score -2683124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2683123.500000 Penalty: 4834.081543
	Iteration 59Q: 3 clusters Score -2683124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2683126.250000 Penalty: 4834.081543
	Iteration 60F: 3 clusters Score -2683126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2683127.750000 Penalty: 4834.081543
	Iteration 61Q: 3 clusters Score -2683128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2683129.000000 Penalty: 4834.081543
	Iteration 62Q: 3 clusters Score -2683129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2683129.000000 Penalty: 4834.081543
	Iteration 63F: 3 clusters Score -2683129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -1026643.375000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -1026643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1021228.062500 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -1021228 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1022578.500000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -1022578 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1022799.187500 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -1022799 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1022948.250000 Penalty: 4347.047852
	Iteration 3Q: 3 clusters Score -1022948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1023052.812500 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -1023053 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1023136.812500 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -1023137 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1023224.750000 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -1023225 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1023288.312500 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -1023288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1023352.625000 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -1023353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1023422.875000 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -1023423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1023480.625000 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -1023481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1023525.625000 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -1023526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1023578.875000 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -1023579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1023634.187500 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -1023634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1023685.750000 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -1023686 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1023748.562500 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -1023749 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1023830.937500 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -1023831 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1023910.875000 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -1023911 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1023997.375000 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -1023997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1024096.062500 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -1024096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1024186.937500 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -1024187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1024280.000000 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -1024280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1024372.437500 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -1024372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1024446.250000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -1024446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1024501.250000 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -1024501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1024542.625000 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -1024543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1024567.437500 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -1024567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1024583.500000 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -1024584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1024598.687500 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -1024599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1024616.875000 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -1024617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1024631.000000 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -1024631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1024644.750000 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -1024645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1024660.625000 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -1024661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1024672.500000 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -1024672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1024686.375000 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -1024686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1024697.125000 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -1024697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1024712.687500 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -1024713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1024725.000000 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -1024725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1024735.062500 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -1024735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1024742.500000 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -1024742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1024747.250000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -1024747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1024748.875000 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -1024749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1024754.625000 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -1024755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1024756.437500 Penalty: 4347.047852
	Iteration 43Q: 3 clusters Score -1024756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1024762.562500 Penalty: 4347.047852
	Iteration 44Q: 3 clusters Score -1024763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1024763.125000 Penalty: 4347.047852
	Iteration 45Q: 3 clusters Score -1024763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1024764.250000 Penalty: 4347.047852
	Iteration 46Q: 3 clusters Score -1024764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1024764.250000 Penalty: 4347.047852
	Iteration 47F: 3 clusters Score -1024764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -1042561.437500 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -1042561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1036714.000000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -1036714 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1038464.375000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -1038464 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1038882.250000 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -1038882 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1039212.875000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -1039213 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1039502.312500 Penalty: 4394.526367
	Iteration 4F: 3 clusters Score -1039502 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1039764.562500 Penalty: 4394.526367
	Iteration 5Q: 3 clusters Score -1039765 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1040049.500000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -1040050 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1040324.562500 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -1040325 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1040522.375000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -1040522 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1040692.812500 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -1040693 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1040841.937500 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -1040842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1040980.062500 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -1040980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1041088.500000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -1041088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1041183.000000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -1041183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1041245.437500 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -1041245 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1041291.625000 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -1041292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1041334.937500 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -1041335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1041366.937500 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -1041367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1041393.250000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -1041393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1041411.375000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -1041411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1041426.937500 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -1041427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1041440.687500 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -1041441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1041454.375000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -1041454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1041463.187500 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -1041463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1041474.937500 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -1041475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1041484.000000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -1041484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1041498.812500 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -1041499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1041507.000000 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -1041507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1041515.375000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -1041515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1041526.562500 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -1041527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1041535.187500 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -1041535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1041540.187500 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -1041540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1041543.000000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -1041543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1041547.000000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -1041547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1041547.875000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -1041548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1041550.250000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -1041550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1041554.187500 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -1041554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1041553.250000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -1041553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1041555.562500 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -1041556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1041561.562500 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -1041562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1041562.875000 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -1041563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1041564.625000 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -1041565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1041567.312500 Penalty: 4394.526367
	Iteration 42Q: 3 clusters Score -1041567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1041565.437500 Penalty: 4394.526367
	Iteration 43Q: 3 clusters Score -1041565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1041567.750000 Penalty: 4394.526367
	Iteration 44Q: 3 clusters Score -1041568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1041568.375000 Penalty: 4394.526367
	Iteration 45Q: 3 clusters Score -1041568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1041569.500000 Penalty: 4394.526367
	Iteration 46Q: 3 clusters Score -1041570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1041569.125000 Penalty: 4394.526367
	Iteration 47Q: 3 clusters Score -1041569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1041569.375000 Penalty: 4394.526367
	Iteration 48Q: 3 clusters Score -1041569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1041569.375000 Penalty: 4394.526367
	Iteration 49F: 3 clusters Score -1041569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 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 373 members 
Entering Unmasked Estep 
Score: -112366.062500 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112366.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112549.437500 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112549.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112606.164062 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -112606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112628.375000 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112638.468750 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112651.359375 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112660.976562 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112672.062500 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112672.062500 Penalty: 3279.572266
	Iteration 8F: 3 clusters Score -112672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 21616 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 67898 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50738 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 21 contains 9828 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28113 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62748 members 
Mstep: Class 32 contains 51215 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20255 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17088 members 
Mstep: Class 41 contains 6401 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397336.000000 Penalty: 144891.109375
Iteration 199Q: 44 clusters Score -1.203973e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 55541 members 
Mstep: Class 5 contains 21611 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67872 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50728 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10015 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28114 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62746 members 
Mstep: Class 32 contains 51244 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20254 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19839 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6817 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17086 members 
Mstep: Class 41 contains 6427 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397368.000000 Penalty: 144891.109375
Iteration 200F: 44 clusters Score -1.203974e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 22058 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21611 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67849 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50714 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12918 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61520 members 
Mstep: Class 25 contains 28116 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62742 members 
Mstep: Class 32 contains 51268 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20252 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19839 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17086 members 
Mstep: Class 41 contains 6456 members 
Mstep: Class 42 contains 7044 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397440.000000 Penalty: 144891.109375
Iteration 201Q: 44 clusters Score -1.203974e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 22039 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 55543 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67831 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50704 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12918 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28119 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62741 members 
Mstep: Class 32 contains 51285 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20249 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19840 members 
Mstep: Class 37 contains 6778 members 
Mstep: Class 38 contains 6817 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 6484 members 
Mstep: Class 42 contains 7043 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397392.000000 Penalty: 144891.109375
Iteration 202Q: 44 clusters Score -1.203974e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 55543 members 
Mstep: Class 5 contains 21607 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67795 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50676 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12922 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62740 members 
Mstep: Class 32 contains 51313 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20248 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19840 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17090 members 
Mstep: Class 41 contains 6516 members 
Mstep: Class 42 contains 7041 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397488.000000 Penalty: 144891.109375
Iteration 203Q: 44 clusters Score -1.203975e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 55545 members 
Mstep: Class 5 contains 21607 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67768 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50654 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12922 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62737 members 
Mstep: Class 32 contains 51340 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20246 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19839 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17092 members 
Mstep: Class 41 contains 6545 members 
Mstep: Class 42 contains 7041 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397656.000000 Penalty: 144891.109375
Iteration 204Q: 44 clusters Score -1.203977e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22018 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 55546 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67751 members 
Mstep: Class 16 contains 17704 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50627 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12921 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62737 members 
Mstep: Class 32 contains 51359 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20240 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19840 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17086 members 
Mstep: Class 41 contains 6580 members 
Mstep: Class 42 contains 7041 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397512.000000 Penalty: 144891.109375
Iteration 205Q: 44 clusters Score -1.203975e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22010 members 
Mstep: Class 3 contains 21514 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21610 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67734 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50609 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62738 members 
Mstep: Class 32 contains 51377 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20233 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19841 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17083 members 
Mstep: Class 41 contains 6614 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397376.000000 Penalty: 144891.109375
Iteration 206Q: 44 clusters Score -1.203974e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22003 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55547 members 
Mstep: Class 5 contains 21607 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67713 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50581 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12919 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28119 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62737 members 
Mstep: Class 32 contains 51404 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20229 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19839 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17081 members 
Mstep: Class 41 contains 6655 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397368.000000 Penalty: 144891.109375
Iteration 207Q: 44 clusters Score -1.203974e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55547 members 
Mstep: Class 5 contains 21604 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67684 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50561 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12917 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62735 members 
Mstep: Class 32 contains 51437 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20226 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19839 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17079 members 
Mstep: Class 41 contains 6688 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397344.000000 Penalty: 144891.109375
Iteration 208Q: 44 clusters Score -1.203973e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55548 members 
Mstep: Class 5 contains 21605 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67655 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50532 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12918 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10020 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62735 members 
Mstep: Class 32 contains 51468 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20223 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6172 members 
Mstep: Class 40 contains 17078 members 
Mstep: Class 41 contains 6722 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397400.000000 Penalty: 144891.109375
Iteration 209Q: 44 clusters Score -1.203974e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21981 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55548 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67624 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50489 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10020 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62735 members 
Mstep: Class 32 contains 51498 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20223 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19837 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17074 members 
Mstep: Class 41 contains 6771 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397456.000000 Penalty: 144891.109375
Iteration 210Q: 44 clusters Score -1.203975e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21973 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55548 members 
Mstep: Class 5 contains 21609 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67578 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50451 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12921 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10020 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62731 members 
Mstep: Class 32 contains 51543 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20221 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19837 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17072 members 
Mstep: Class 41 contains 6821 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397472.000000 Penalty: 144891.109375
Iteration 211Q: 44 clusters Score -1.203975e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55549 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67524 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50405 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12925 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10019 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28118 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62732 members 
Mstep: Class 32 contains 51597 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20218 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19837 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17073 members 
Mstep: Class 41 contains 6871 members 
Mstep: Class 42 contains 7045 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397480.000000 Penalty: 144891.109375
Iteration 212Q: 44 clusters Score -1.203975e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55551 members 
Mstep: Class 5 contains 21610 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17480 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67471 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50378 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12924 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28118 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62730 members 
Mstep: Class 32 contains 51651 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20211 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19836 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17073 members 
Mstep: Class 41 contains 6913 members 
Mstep: Class 42 contains 7049 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397488.000000 Penalty: 144891.109375
Iteration 213Q: 44 clusters Score -1.203975e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21944 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55554 members 
Mstep: Class 5 contains 21609 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17481 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67415 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50343 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12924 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10018 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62729 members 
Mstep: Class 32 contains 51705 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20204 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19838 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17074 members 
Mstep: Class 41 contains 6959 members 
Mstep: Class 42 contains 7051 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397528.000000 Penalty: 144891.109375
Iteration 214Q: 44 clusters Score -1.203975e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55552 members 
Mstep: Class 5 contains 21608 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17481 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 67369 members 
Mstep: Class 16 contains 17709 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50296 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12925 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62731 members 
Mstep: Class 32 contains 51753 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20201 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17073 members 
Mstep: Class 41 contains 7017 members 
Mstep: Class 42 contains 7058 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397456.000000 Penalty: 144891.109375
Iteration 215Q: 44 clusters Score -1.203975e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21924 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55554 members 
Mstep: Class 5 contains 21604 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17482 members 
Mstep: Class 9 contains 102760 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 67320 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50253 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12927 members 
Mstep: Class 21 contains 9833 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 61522 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62731 members 
Mstep: Class 32 contains 51807 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20192 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19835 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17072 members 
Mstep: Class 41 contains 7075 members 
Mstep: Class 42 contains 7062 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397480.000000 Penalty: 144891.109375
Iteration 216Q: 44 clusters Score -1.203975e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21909 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55552 members 
Mstep: Class 5 contains 21603 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17484 members 
Mstep: Class 9 contains 102759 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67267 members 
Mstep: Class 16 contains 17717 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50205 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12929 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61521 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62727 members 
Mstep: Class 32 contains 51860 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20182 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19834 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17071 members 
Mstep: Class 41 contains 7149 members 
Mstep: Class 42 contains 7063 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397456.000000 Penalty: 144891.109375
Iteration 217Q: 44 clusters Score -1.203975e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55544 members 
Mstep: Class 5 contains 21598 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17487 members 
Mstep: Class 9 contains 102758 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67218 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50151 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10018 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62726 members 
Mstep: Class 32 contains 51912 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20174 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19834 members 
Mstep: Class 37 contains 6772 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17071 members 
Mstep: Class 41 contains 7217 members 
Mstep: Class 42 contains 7066 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397624.000000 Penalty: 144891.109375
Iteration 218Q: 44 clusters Score -1.203976e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17492 members 
Mstep: Class 9 contains 102755 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 67180 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50117 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62725 members 
Mstep: Class 32 contains 51952 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20164 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19833 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6823 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17071 members 
Mstep: Class 41 contains 7274 members 
Mstep: Class 42 contains 7069 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397640.000000 Penalty: 144891.109375
Iteration 219Q: 44 clusters Score -1.203976e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55538 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17493 members 
Mstep: Class 9 contains 102755 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 67158 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50064 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12932 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28121 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62722 members 
Mstep: Class 32 contains 51977 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20160 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6824 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17070 members 
Mstep: Class 41 contains 7332 members 
Mstep: Class 42 contains 7070 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397696.000000 Penalty: 144891.109375
Iteration 220F: 44 clusters Score -1.203977e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 55536 members 
Mstep: Class 5 contains 21582 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17496 members 
Mstep: Class 9 contains 102752 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67146 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 50025 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12937 members 
Mstep: Class 21 contains 9842 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28123 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62721 members 
Mstep: Class 32 contains 51996 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20148 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19831 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6824 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17066 members 
Mstep: Class 41 contains 7382 members 
Mstep: Class 42 contains 7071 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397720.000000 Penalty: 144891.109375
Iteration 221Q: 44 clusters Score -1.203977e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21875 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55536 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17496 members 
Mstep: Class 9 contains 102752 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67130 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49988 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28122 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62721 members 
Mstep: Class 32 contains 52016 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20146 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6825 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17062 members 
Mstep: Class 41 contains 7420 members 
Mstep: Class 42 contains 7069 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397656.000000 Penalty: 144891.109375
Iteration 222Q: 44 clusters Score -1.203977e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 21872 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55530 members 
Mstep: Class 5 contains 21578 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17496 members 
Mstep: Class 9 contains 102752 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67115 members 
Mstep: Class 16 contains 17732 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49954 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12941 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28123 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62721 members 
Mstep: Class 32 contains 52034 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20144 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19831 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17057 members 
Mstep: Class 41 contains 7462 members 
Mstep: Class 42 contains 7070 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397664.000000 Penalty: 144891.109375
Iteration 223Q: 44 clusters Score -1.203977e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21868 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55531 members 
Mstep: Class 5 contains 21575 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17497 members 
Mstep: Class 9 contains 102751 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67109 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49928 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12942 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61516 members 
Mstep: Class 25 contains 28125 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62719 members 
Mstep: Class 32 contains 52045 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20139 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17052 members 
Mstep: Class 41 contains 7496 members 
Mstep: Class 42 contains 7069 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397688.000000 Penalty: 144891.109375
Iteration 224Q: 44 clusters Score -1.203977e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 55525 members 
Mstep: Class 5 contains 21575 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17498 members 
Mstep: Class 9 contains 102750 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17242 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67102 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49901 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12942 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28130 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62717 members 
Mstep: Class 32 contains 52055 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20132 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17049 members 
Mstep: Class 41 contains 7539 members 
Mstep: Class 42 contains 7069 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397576.000000 Penalty: 144891.109375
Iteration 225Q: 44 clusters Score -1.203976e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21859 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55520 members 
Mstep: Class 5 contains 21576 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 102749 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67096 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49874 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28132 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62716 members 
Mstep: Class 32 contains 52066 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20127 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19832 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6826 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17046 members 
Mstep: Class 41 contains 7581 members 
Mstep: Class 42 contains 7068 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397760.000000 Penalty: 144891.109375
Iteration 226Q: 44 clusters Score -1.203978e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21851 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55517 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 102749 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67083 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49847 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12941 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28134 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62716 members 
Mstep: Class 32 contains 52084 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20119 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19831 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6827 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17044 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 7070 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397648.000000 Penalty: 144891.109375
Iteration 227Q: 44 clusters Score -1.203976e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21844 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55516 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 102749 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8046 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67070 members 
Mstep: Class 16 contains 17748 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49824 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12941 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 28137 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62716 members 
Mstep: Class 32 contains 52101 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20112 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19829 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6827 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17044 members 
Mstep: Class 41 contains 7645 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397664.000000 Penalty: 144891.109375
Iteration 228Q: 44 clusters Score -1.203977e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55514 members 
Mstep: Class 5 contains 21572 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17499 members 
Mstep: Class 9 contains 102749 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8048 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 67047 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49804 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28139 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62716 members 
Mstep: Class 32 contains 52128 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20104 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19830 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6828 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17043 members 
Mstep: Class 41 contains 7675 members 
Mstep: Class 42 contains 7075 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397712.000000 Penalty: 144891.109375
Iteration 229Q: 44 clusters Score -1.203977e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 55512 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 219 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17499 members 
Mstep: Class 9 contains 102750 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 67026 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49778 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12938 members 
Mstep: Class 21 contains 9844 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28139 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62715 members 
Mstep: Class 32 contains 52155 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20098 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17042 members 
Mstep: Class 41 contains 7705 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397728.000000 Penalty: 144891.109375
Iteration 230Q: 44 clusters Score -1.203977e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21819 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 55510 members 
Mstep: Class 5 contains 21571 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17499 members 
Mstep: Class 9 contains 102750 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 67001 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49757 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12942 members 
Mstep: Class 21 contains 9845 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28139 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62712 members 
Mstep: Class 32 contains 52182 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20095 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19829 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17041 members 
Mstep: Class 41 contains 7736 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397720.000000 Penalty: 144891.109375
Iteration 231Q: 44 clusters Score -1.203977e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21819 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55509 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17499 members 
Mstep: Class 9 contains 102748 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66988 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49714 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12944 members 
Mstep: Class 21 contains 9849 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28140 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62710 members 
Mstep: Class 32 contains 52200 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20092 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19830 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17040 members 
Mstep: Class 41 contains 7780 members 
Mstep: Class 42 contains 7075 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397712.000000 Penalty: 144891.109375
Iteration 232Q: 44 clusters Score -1.203977e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21813 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55506 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17499 members 
Mstep: Class 9 contains 102748 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66974 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49682 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12948 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28141 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62709 members 
Mstep: Class 32 contains 52218 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20087 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19829 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17041 members 
Mstep: Class 41 contains 7822 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397656.000000 Penalty: 144891.109375
Iteration 233Q: 44 clusters Score -1.203977e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21805 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55501 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 102748 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66964 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49652 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12954 members 
Mstep: Class 21 contains 9853 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28141 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62710 members 
Mstep: Class 32 contains 52232 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20082 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17040 members 
Mstep: Class 41 contains 7858 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397664.000000 Penalty: 144891.109375
Iteration 234Q: 44 clusters Score -1.203977e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21793 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55498 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 9 contains 102746 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8052 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66957 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49626 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12958 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28142 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62712 members 
Mstep: Class 32 contains 52239 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20076 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19824 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17040 members 
Mstep: Class 41 contains 7895 members 
Mstep: Class 42 contains 7077 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397632.000000 Penalty: 144891.109375
Iteration 235Q: 44 clusters Score -1.203976e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21782 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 102746 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8053 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66937 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49587 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12959 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28142 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62711 members 
Mstep: Class 32 contains 52261 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20074 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19824 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17041 members 
Mstep: Class 41 contains 7941 members 
Mstep: Class 42 contains 7079 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397560.000000 Penalty: 144891.109375
Iteration 236Q: 44 clusters Score -1.203976e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21769 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55497 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 102748 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66926 members 
Mstep: Class 16 contains 17746 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49546 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28142 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62709 members 
Mstep: Class 32 contains 52277 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20068 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19823 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6831 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17039 members 
Mstep: Class 41 contains 7993 members 
Mstep: Class 42 contains 7081 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397568.000000 Penalty: 144891.109375
Iteration 237Q: 44 clusters Score -1.203976e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21758 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 55497 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 102747 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66911 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49511 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28141 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62707 members 
Mstep: Class 32 contains 52292 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20066 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19821 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17040 members 
Mstep: Class 41 contains 8038 members 
Mstep: Class 42 contains 7083 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397464.000000 Penalty: 144891.109375
Iteration 238Q: 44 clusters Score -1.203975e+08 nChanged 144
Entering ConstructFrom: 
Score: -120397464.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Entering Unmasked Estep 
Score: -1067210.625000 Penalty: 2197.016357
	Iteration 0F: 2 clusters Score -1067211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1061423.250000 Penalty: 4394.032715
	Iteration 0F: 3 clusters Score -1061423 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1063066.500000 Penalty: 4394.032715
	Iteration 1F: 3 clusters Score -1063066 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1063511.500000 Penalty: 4394.032715
	Iteration 2F: 3 clusters Score -1063512 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1063864.250000 Penalty: 4394.032715
	Iteration 3F: 3 clusters Score -1063864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1064145.750000 Penalty: 4394.032715
	Iteration 4F: 3 clusters Score -1064146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1064392.250000 Penalty: 4394.032715
	Iteration 5Q: 3 clusters Score -1064392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1064653.500000 Penalty: 4394.032715
	Iteration 6Q: 3 clusters Score -1064654 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1064923.125000 Penalty: 4394.032715
	Iteration 7Q: 3 clusters Score -1064923 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1065162.250000 Penalty: 4394.032715
	Iteration 8Q: 3 clusters Score -1065162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1065356.125000 Penalty: 4394.032715
	Iteration 9Q: 3 clusters Score -1065356 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1065524.500000 Penalty: 4394.032715
	Iteration 10Q: 3 clusters Score -1065524 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1065665.000000 Penalty: 4394.032715
	Iteration 11Q: 3 clusters Score -1065665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1065774.750000 Penalty: 4394.032715
	Iteration 12Q: 3 clusters Score -1065775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1065833.250000 Penalty: 4394.032715
	Iteration 13Q: 3 clusters Score -1065833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1065877.625000 Penalty: 4394.032715
	Iteration 14Q: 3 clusters Score -1065878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1065909.625000 Penalty: 4394.032715
	Iteration 15Q: 3 clusters Score -1065910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1065922.125000 Penalty: 4394.032715
	Iteration 16Q: 3 clusters Score -1065922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1065932.000000 Penalty: 4394.032715
	Iteration 17Q: 3 clusters Score -1065932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1065938.250000 Penalty: 4394.032715
	Iteration 18Q: 3 clusters Score -1065938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1065943.750000 Penalty: 4394.032715
	Iteration 19Q: 3 clusters Score -1065944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1065947.375000 Penalty: 4394.032715
	Iteration 20F: 3 clusters Score -1065947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1065952.500000 Penalty: 4394.032715
	Iteration 21Q: 3 clusters Score -1065952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1065957.750000 Penalty: 4394.032715
	Iteration 22Q: 3 clusters Score -1065958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1065961.125000 Penalty: 4394.032715
	Iteration 23Q: 3 clusters Score -1065961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1065968.625000 Penalty: 4394.032715
	Iteration 24Q: 3 clusters Score -1065969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1065973.125000 Penalty: 4394.032715
	Iteration 25Q: 3 clusters Score -1065973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1065973.750000 Penalty: 4394.032715
	Iteration 26Q: 3 clusters Score -1065974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1065978.625000 Penalty: 4394.032715
	Iteration 27Q: 3 clusters Score -1065979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1065978.250000 Penalty: 4394.032715
	Iteration 28Q: 3 clusters Score -1065978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1065983.500000 Penalty: 4394.032715
	Iteration 29Q: 3 clusters Score -1065984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1065987.000000 Penalty: 4394.032715
	Iteration 30Q: 3 clusters Score -1065987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1065995.625000 Penalty: 4394.032715
	Iteration 31Q: 3 clusters Score -1065996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1066000.375000 Penalty: 4394.032715
	Iteration 32Q: 3 clusters Score -1066000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1066016.125000 Penalty: 4394.032715
	Iteration 33Q: 3 clusters Score -1066016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1066017.000000 Penalty: 4394.032715
	Iteration 34Q: 3 clusters Score -1066017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1066024.625000 Penalty: 4394.032715
	Iteration 35Q: 3 clusters Score -1066025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1066029.625000 Penalty: 4394.032715
	Iteration 36Q: 3 clusters Score -1066030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1066036.375000 Penalty: 4394.032715
	Iteration 37Q: 3 clusters Score -1066036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1066040.875000 Penalty: 4394.032715
	Iteration 38Q: 3 clusters Score -1066041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1066042.375000 Penalty: 4394.032715
	Iteration 39Q: 3 clusters Score -1066042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1066046.000000 Penalty: 4394.032715
	Iteration 40F: 3 clusters Score -1066046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1066048.125000 Penalty: 4394.032715
	Iteration 41Q: 3 clusters Score -1066048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1066050.000000 Penalty: 4394.032715
	Iteration 42Q: 3 clusters Score -1066050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1066053.375000 Penalty: 4394.032715
	Iteration 43Q: 3 clusters Score -1066053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1066052.750000 Penalty: 4394.032715
	Iteration 44Q: 3 clusters Score -1066053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1066056.000000 Penalty: 4394.032715
	Iteration 45Q: 3 clusters Score -1066056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1066057.500000 Penalty: 4394.032715
	Iteration 46Q: 3 clusters Score -1066058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1066061.250000 Penalty: 4394.032715
	Iteration 47Q: 3 clusters Score -1066061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1066063.000000 Penalty: 4394.032715
	Iteration 48Q: 3 clusters Score -1066063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1066068.750000 Penalty: 4394.032715
	Iteration 49Q: 3 clusters Score -1066069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1066067.625000 Penalty: 4394.032715
	Iteration 50Q: 3 clusters Score -1066068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1066070.750000 Penalty: 4394.032715
	Iteration 51Q: 3 clusters Score -1066071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1066070.625000 Penalty: 4394.032715
	Iteration 52Q: 3 clusters Score -1066071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1066073.875000 Penalty: 4394.032715
	Iteration 53Q: 3 clusters Score -1066074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1066075.000000 Penalty: 4394.032715
	Iteration 54Q: 3 clusters Score -1066075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1066081.625000 Penalty: 4394.032715
	Iteration 55Q: 3 clusters Score -1066082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1066084.750000 Penalty: 4394.032715
	Iteration 56Q: 3 clusters Score -1066085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1066089.625000 Penalty: 4394.032715
	Iteration 57Q: 3 clusters Score -1066090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1066096.000000 Penalty: 4394.032715
	Iteration 58Q: 3 clusters Score -1066096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1066098.125000 Penalty: 4394.032715
	Iteration 59Q: 3 clusters Score -1066098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1066101.250000 Penalty: 4394.032715
	Iteration 60F: 3 clusters Score -1066101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1066103.500000 Penalty: 4394.032715
	Iteration 61Q: 3 clusters Score -1066104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1066106.125000 Penalty: 4394.032715
	Iteration 62Q: 3 clusters Score -1066106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1066106.875000 Penalty: 4394.032715
	Iteration 63Q: 3 clusters Score -1066107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1066109.750000 Penalty: 4394.032715
	Iteration 64Q: 3 clusters Score -1066110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1066109.625000 Penalty: 4394.032715
	Iteration 65Q: 3 clusters Score -1066110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1066110.000000 Penalty: 4394.032715
	Iteration 66Q: 3 clusters Score -1066110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1066110.000000 Penalty: 4394.032715
	Iteration 67F: 3 clusters Score -1066110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -3179492.750000 Penalty: 2476.822021
	Iteration 0F: 2 clusters Score -3179493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3164478.500000 Penalty: 4953.644043
	Iteration 0F: 3 clusters Score -3164478 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3170528.750000 Penalty: 4953.644043
	Iteration 1F: 3 clusters Score -3170529 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3172117.000000 Penalty: 4953.644043
	Iteration 2F: 3 clusters Score -3172117 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3173884.750000 Penalty: 4953.644043
	Iteration 3F: 3 clusters Score -3173885 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3175505.500000 Penalty: 4953.644043
	Iteration 4F: 3 clusters Score -3175506 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3176677.250000 Penalty: 4953.644043
	Iteration 5F: 3 clusters Score -3176677 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3177586.250000 Penalty: 4953.644043
	Iteration 6F: 3 clusters Score -3177586 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3178190.000000 Penalty: 4953.644043
	Iteration 7Q: 3 clusters Score -3178190 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3178560.750000 Penalty: 4953.644043
	Iteration 8Q: 3 clusters Score -3178561 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3178813.750000 Penalty: 4953.644043
	Iteration 9Q: 3 clusters Score -3178814 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3178961.500000 Penalty: 4953.644043
	Iteration 10Q: 3 clusters Score -3178962 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3179041.500000 Penalty: 4953.644043
	Iteration 11Q: 3 clusters Score -3179042 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3179096.000000 Penalty: 4953.644043
	Iteration 12Q: 3 clusters Score -3179096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3179134.500000 Penalty: 4953.644043
	Iteration 13Q: 3 clusters Score -3179134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3179164.250000 Penalty: 4953.644043
	Iteration 14Q: 3 clusters Score -3179164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3179185.000000 Penalty: 4953.644043
	Iteration 15Q: 3 clusters Score -3179185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3179186.250000 Penalty: 4953.644043
	Iteration 16Q: 3 clusters Score -3179186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3179192.250000 Penalty: 4953.644043
	Iteration 17Q: 3 clusters Score -3179192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3179197.500000 Penalty: 4953.644043
	Iteration 18Q: 3 clusters Score -3179198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3179205.250000 Penalty: 4953.644043
	Iteration 19Q: 3 clusters Score -3179205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3179198.750000 Penalty: 4953.644043
	Iteration 20F: 3 clusters Score -3179199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3179201.500000 Penalty: 4953.644043
	Iteration 21Q: 3 clusters Score -3179202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3179200.250000 Penalty: 4953.644043
	Iteration 22Q: 3 clusters Score -3179200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3179200.500000 Penalty: 4953.644043
	Iteration 23Q: 3 clusters Score -3179200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3179202.500000 Penalty: 4953.644043
	Iteration 24Q: 3 clusters Score -3179202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3179206.000000 Penalty: 4953.644043
	Iteration 25Q: 3 clusters Score -3179206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3179211.250000 Penalty: 4953.644043
	Iteration 26Q: 3 clusters Score -3179211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3179216.500000 Penalty: 4953.644043
	Iteration 27Q: 3 clusters Score -3179216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3179220.250000 Penalty: 4953.644043
	Iteration 28Q: 3 clusters Score -3179220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3179213.250000 Penalty: 4953.644043
	Iteration 29Q: 3 clusters Score -3179213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3179217.250000 Penalty: 4953.644043
	Iteration 30Q: 3 clusters Score -3179217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3179213.500000 Penalty: 4953.644043
	Iteration 31Q: 3 clusters Score -3179214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3179210.250000 Penalty: 4953.644043
	Iteration 32Q: 3 clusters Score -3179210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3179208.500000 Penalty: 4953.644043
	Iteration 33Q: 3 clusters Score -3179208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3179210.250000 Penalty: 4953.644043
	Iteration 34Q: 3 clusters Score -3179210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3179210.250000 Penalty: 4953.644043
	Iteration 35F: 3 clusters Score -3179210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Entering Unmasked Estep 
Score: -3344152.500000 Penalty: 2474.069824
	Iteration 0F: 2 clusters Score -3344152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3329099.250000 Penalty: 4948.139648
	Iteration 0F: 3 clusters Score -3329099 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3334506.250000 Penalty: 4948.139648
	Iteration 1F: 3 clusters Score -3334506 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3335028.000000 Penalty: 4948.139648
	Iteration 2F: 3 clusters Score -3335028 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3335511.500000 Penalty: 4948.139648
	Iteration 3F: 3 clusters Score -3335512 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3336070.750000 Penalty: 4948.139648
	Iteration 4F: 3 clusters Score -3336071 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3336753.500000 Penalty: 4948.139648
	Iteration 5F: 3 clusters Score -3336754 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3337466.500000 Penalty: 4948.139648
	Iteration 6F: 3 clusters Score -3337466 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3338185.000000 Penalty: 4948.139648
	Iteration 7F: 3 clusters Score -3338185 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3338848.750000 Penalty: 4948.139648
	Iteration 8Q: 3 clusters Score -3338849 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3339479.250000 Penalty: 4948.139648
	Iteration 9Q: 3 clusters Score -3339479 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3340091.500000 Penalty: 4948.139648
	Iteration 10Q: 3 clusters Score -3340092 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3340626.000000 Penalty: 4948.139648
	Iteration 11Q: 3 clusters Score -3340626 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3341072.500000 Penalty: 4948.139648
	Iteration 12Q: 3 clusters Score -3341072 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3341416.000000 Penalty: 4948.139648
	Iteration 13Q: 3 clusters Score -3341416 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3341670.500000 Penalty: 4948.139648
	Iteration 14Q: 3 clusters Score -3341670 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3341839.250000 Penalty: 4948.139648
	Iteration 15Q: 3 clusters Score -3341839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3341967.250000 Penalty: 4948.139648
	Iteration 16Q: 3 clusters Score -3341967 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3342056.750000 Penalty: 4948.139648
	Iteration 17Q: 3 clusters Score -3342057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3342108.250000 Penalty: 4948.139648
	Iteration 18Q: 3 clusters Score -3342108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3342148.500000 Penalty: 4948.139648
	Iteration 19Q: 3 clusters Score -3342148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3342176.000000 Penalty: 4948.139648
	Iteration 20F: 3 clusters Score -3342176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3342196.750000 Penalty: 4948.139648
	Iteration 21Q: 3 clusters Score -3342197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3342200.000000 Penalty: 4948.139648
	Iteration 22Q: 3 clusters Score -3342200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3342213.000000 Penalty: 4948.139648
	Iteration 23Q: 3 clusters Score -3342213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3342237.500000 Penalty: 4948.139648
	Iteration 24Q: 3 clusters Score -3342238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3342245.750000 Penalty: 4948.139648
	Iteration 25Q: 3 clusters Score -3342246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3342261.000000 Penalty: 4948.139648
	Iteration 26Q: 3 clusters Score -3342261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3342269.000000 Penalty: 4948.139648
	Iteration 27Q: 3 clusters Score -3342269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3342282.500000 Penalty: 4948.139648
	Iteration 28Q: 3 clusters Score -3342282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3342284.750000 Penalty: 4948.139648
	Iteration 29Q: 3 clusters Score -3342285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3342287.750000 Penalty: 4948.139648
	Iteration 30Q: 3 clusters Score -3342288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3342296.000000 Penalty: 4948.139648
	Iteration 31Q: 3 clusters Score -3342296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3342298.750000 Penalty: 4948.139648
	Iteration 32Q: 3 clusters Score -3342299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3342297.000000 Penalty: 4948.139648
	Iteration 33Q: 3 clusters Score -3342297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3342297.000000 Penalty: 4948.139648
	Iteration 34Q: 3 clusters Score -3342297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3342297.000000 Penalty: 4948.139648
	Iteration 35F: 3 clusters Score -3342297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Entering Unmasked Estep 
Score: -8633580.000000 Penalty: 2709.168457
	Iteration 0F: 2 clusters Score -8633580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -8596175.000000 Penalty: 5418.336914
	Iteration 0F: 3 clusters Score -8596175 nChanged 25917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8610919.000000 Penalty: 5418.336914
	Iteration 1F: 3 clusters Score -8610919 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8611630.000000 Penalty: 5418.336914
	Iteration 2Q: 3 clusters Score -8611630 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8612296.000000 Penalty: 5418.336914
	Iteration 3Q: 3 clusters Score -8612296 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -8613080.000000 Penalty: 5418.336914
	Iteration 4Q: 3 clusters Score -8613080 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8614208.000000 Penalty: 5418.336914
	Iteration 5Q: 3 clusters Score -8614208 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8615764.000000 Penalty: 5418.336914
	Iteration 6F: 3 clusters Score -8615764 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -8617789.000000 Penalty: 5418.336914
	Iteration 7F: 3 clusters Score -8617789 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8620143.000000 Penalty: 5418.336914
	Iteration 8F: 3 clusters Score -8620143 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8622472.000000 Penalty: 5418.336914
	Iteration 9F: 3 clusters Score -8622472 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -8624411.000000 Penalty: 5418.336914
	Iteration 10Q: 3 clusters Score -8624411 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -8625922.000000 Penalty: 5418.336914
	Iteration 11Q: 3 clusters Score -8625922 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8627105.000000 Penalty: 5418.336914
	Iteration 12Q: 3 clusters Score -8627105 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -8627946.000000 Penalty: 5418.336914
	Iteration 13Q: 3 clusters Score -8627946 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8628590.000000 Penalty: 5418.336914
	Iteration 14Q: 3 clusters Score -8628590 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8629116.000000 Penalty: 5418.336914
	Iteration 15Q: 3 clusters Score -8629116 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8629521.000000 Penalty: 5418.336914
	Iteration 16Q: 3 clusters Score -8629521 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8629872.000000 Penalty: 5418.336914
	Iteration 17Q: 3 clusters Score -8629872 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8630163.000000 Penalty: 5418.336914
	Iteration 18Q: 3 clusters Score -8630163 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8630409.000000 Penalty: 5418.336914
	Iteration 19Q: 3 clusters Score -8630409 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8630538.000000 Penalty: 5418.336914
	Iteration 20F: 3 clusters Score -8630538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8630654.000000 Penalty: 5418.336914
	Iteration 21Q: 3 clusters Score -8630654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8630742.000000 Penalty: 5418.336914
	Iteration 22Q: 3 clusters Score -8630742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8630795.000000 Penalty: 5418.336914
	Iteration 23Q: 3 clusters Score -8630795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8630878.000000 Penalty: 5418.336914
	Iteration 24Q: 3 clusters Score -8630878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8630910.000000 Penalty: 5418.336914
	Iteration 25Q: 3 clusters Score -8630910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8630999.000000 Penalty: 5418.336914
	Iteration 26Q: 3 clusters Score -8630999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8631027.000000 Penalty: 5418.336914
	Iteration 27Q: 3 clusters Score -8631027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8631056.000000 Penalty: 5418.336914
	Iteration 28Q: 3 clusters Score -8631056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8631084.000000 Penalty: 5418.336914
	Iteration 29Q: 3 clusters Score -8631084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8631094.000000 Penalty: 5418.336914
	Iteration 30Q: 3 clusters Score -8631094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8631101.000000 Penalty: 5418.336914
	Iteration 31Q: 3 clusters Score -8631101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8631120.000000 Penalty: 5418.336914
	Iteration 32Q: 3 clusters Score -8631120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8631137.000000 Penalty: 5418.336914
	Iteration 33Q: 3 clusters Score -8631137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8631161.000000 Penalty: 5418.336914
	Iteration 34Q: 3 clusters Score -8631161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8631163.000000 Penalty: 5418.336914
	Iteration 35Q: 3 clusters Score -8631163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8631179.000000 Penalty: 5418.336914
	Iteration 36Q: 3 clusters Score -8631179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8631202.000000 Penalty: 5418.336914
	Iteration 37Q: 3 clusters Score -8631202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8631220.000000 Penalty: 5418.336914
	Iteration 38Q: 3 clusters Score -8631220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8631235.000000 Penalty: 5418.336914
	Iteration 39Q: 3 clusters Score -8631235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8631247.000000 Penalty: 5418.336914
	Iteration 40F: 3 clusters Score -8631247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8631239.000000 Penalty: 5418.336914
	Iteration 41Q: 3 clusters Score -8631239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8631245.000000 Penalty: 5418.336914
	Iteration 42Q: 3 clusters Score -8631245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8631247.000000 Penalty: 5418.336914
	Iteration 43Q: 3 clusters Score -8631247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8631257.000000 Penalty: 5418.336914
	Iteration 44Q: 3 clusters Score -8631257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8631265.000000 Penalty: 5418.336914
	Iteration 45Q: 3 clusters Score -8631265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8631271.000000 Penalty: 5418.336914
	Iteration 46Q: 3 clusters Score -8631271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8631271.000000 Penalty: 5418.336914
	Iteration 47Q: 3 clusters Score -8631271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8631269.000000 Penalty: 5418.336914
	Iteration 48Q: 3 clusters Score -8631269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8631267.000000 Penalty: 5418.336914
	Iteration 49Q: 3 clusters Score -8631267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8631272.000000 Penalty: 5418.336914
	Iteration 50Q: 3 clusters Score -8631272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8631274.000000 Penalty: 5418.336914
	Iteration 51Q: 3 clusters Score -8631274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8631275.000000 Penalty: 5418.336914
	Iteration 52Q: 3 clusters Score -8631275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8631275.000000 Penalty: 5418.336914
	Iteration 53F: 3 clusters Score -8631275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Entering Unmasked Estep 
Score: -3216169.750000 Penalty: 2474.691406
	Iteration 0F: 2 clusters Score -3216170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3200959.000000 Penalty: 4949.382812
	Iteration 0F: 3 clusters Score -3200959 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3206602.000000 Penalty: 4949.382812
	Iteration 1F: 3 clusters Score -3206602 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3207485.500000 Penalty: 4949.382812
	Iteration 2F: 3 clusters Score -3207486 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3208447.000000 Penalty: 4949.382812
	Iteration 3F: 3 clusters Score -3208447 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3209418.750000 Penalty: 4949.382812
	Iteration 4F: 3 clusters Score -3209419 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3210340.250000 Penalty: 4949.382812
	Iteration 5F: 3 clusters Score -3210340 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3211295.500000 Penalty: 4949.382812
	Iteration 6F: 3 clusters Score -3211296 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3212107.750000 Penalty: 4949.382812
	Iteration 7F: 3 clusters Score -3212108 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3212788.500000 Penalty: 4949.382812
	Iteration 8Q: 3 clusters Score -3212788 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3213335.750000 Penalty: 4949.382812
	Iteration 9Q: 3 clusters Score -3213336 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3213781.500000 Penalty: 4949.382812
	Iteration 10Q: 3 clusters Score -3213782 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3214094.750000 Penalty: 4949.382812
	Iteration 11Q: 3 clusters Score -3214095 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3214345.750000 Penalty: 4949.382812
	Iteration 12Q: 3 clusters Score -3214346 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3214553.500000 Penalty: 4949.382812
	Iteration 13Q: 3 clusters Score -3214554 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3214776.250000 Penalty: 4949.382812
	Iteration 14Q: 3 clusters Score -3214776 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3214956.250000 Penalty: 4949.382812
	Iteration 15Q: 3 clusters Score -3214956 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3215144.750000 Penalty: 4949.382812
	Iteration 16Q: 3 clusters Score -3215145 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3215244.500000 Penalty: 4949.382812
	Iteration 17Q: 3 clusters Score -3215244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3215325.500000 Penalty: 4949.382812
	Iteration 18Q: 3 clusters Score -3215326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3215368.250000 Penalty: 4949.382812
	Iteration 19Q: 3 clusters Score -3215368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3215394.500000 Penalty: 4949.382812
	Iteration 20F: 3 clusters Score -3215394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3215419.250000 Penalty: 4949.382812
	Iteration 21Q: 3 clusters Score -3215419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3215439.250000 Penalty: 4949.382812
	Iteration 22Q: 3 clusters Score -3215439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3215448.750000 Penalty: 4949.382812
	Iteration 23Q: 3 clusters Score -3215449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3215463.500000 Penalty: 4949.382812
	Iteration 24Q: 3 clusters Score -3215464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3215474.500000 Penalty: 4949.382812
	Iteration 25Q: 3 clusters Score -3215474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3215487.000000 Penalty: 4949.382812
	Iteration 26Q: 3 clusters Score -3215487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3215492.750000 Penalty: 4949.382812
	Iteration 27Q: 3 clusters Score -3215493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3215493.750000 Penalty: 4949.382812
	Iteration 28Q: 3 clusters Score -3215494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3215488.750000 Penalty: 4949.382812
	Iteration 29Q: 3 clusters Score -3215489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3215498.750000 Penalty: 4949.382812
	Iteration 30Q: 3 clusters Score -3215499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3215506.750000 Penalty: 4949.382812
	Iteration 31Q: 3 clusters Score -3215507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3215507.250000 Penalty: 4949.382812
	Iteration 32Q: 3 clusters Score -3215507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3215515.750000 Penalty: 4949.382812
	Iteration 33Q: 3 clusters Score -3215516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3215517.000000 Penalty: 4949.382812
	Iteration 34Q: 3 clusters Score -3215517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3215518.000000 Penalty: 4949.382812
	Iteration 35Q: 3 clusters Score -3215518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3215519.500000 Penalty: 4949.382812
	Iteration 36Q: 3 clusters Score -3215520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3215519.250000 Penalty: 4949.382812
	Iteration 37Q: 3 clusters Score -3215519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3215527.000000 Penalty: 4949.382812
	Iteration 38Q: 3 clusters Score -3215527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3215527.250000 Penalty: 4949.382812
	Iteration 39Q: 3 clusters Score -3215527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3215523.250000 Penalty: 4949.382812
	Iteration 40F: 3 clusters Score -3215523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3215521.500000 Penalty: 4949.382812
	Iteration 41Q: 3 clusters Score -3215522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3215523.000000 Penalty: 4949.382812
	Iteration 42Q: 3 clusters Score -3215523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3215521.250000 Penalty: 4949.382812
	Iteration 43Q: 3 clusters Score -3215521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3215521.000000 Penalty: 4949.382812
	Iteration 44Q: 3 clusters Score -3215521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3215525.750000 Penalty: 4949.382812
	Iteration 45Q: 3 clusters Score -3215526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3215525.500000 Penalty: 4949.382812
	Iteration 46Q: 3 clusters Score -3215526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3215525.750000 Penalty: 4949.382812
	Iteration 47Q: 3 clusters Score -3215526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3215525.250000 Penalty: 4949.382812
	Iteration 48Q: 3 clusters Score -3215525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3215525.250000 Penalty: 4949.382812
	Iteration 49F: 3 clusters Score -3215525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27578.634766 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27578.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27654.554688 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27654.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27675.257812 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27675.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27681.128906 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27681.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27681.128906 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -27681.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 160 members 
Entering Unmasked Estep 
Score: -41756.046875 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41756.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41877.074219 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41877.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41922.453125 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41922.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41975.253906 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41975.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41989.289062 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41989.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42002.421875 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -42002.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42027.980469 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -42027.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42035.878906 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -42035.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42040.148438 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -42040.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42047.140625 Penalty: 2854.848145
	Iteration 9Q: 3 clusters Score -42047.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42055.312500 Penalty: 2854.848145
	Iteration 10Q: 3 clusters Score -42055.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42067.292969 Penalty: 2854.848145
	Iteration 11Q: 3 clusters Score -42067.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42083.242188 Penalty: 2854.848145
	Iteration 12Q: 3 clusters Score -42083.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42088.761719 Penalty: 2854.848145
	Iteration 13Q: 3 clusters Score -42088.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42090.066406 Penalty: 2854.848145
	Iteration 14Q: 3 clusters Score -42090.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42090.066406 Penalty: 2854.848145
	Iteration 15F: 3 clusters Score -42090.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Entering Unmasked Estep 
Score: -2618804.250000 Penalty: 2423.048340
	Iteration 0F: 2 clusters Score -2618804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2606372.500000 Penalty: 4846.096680
	Iteration 0F: 3 clusters Score -2606372 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2611434.250000 Penalty: 4846.096680
	Iteration 1F: 3 clusters Score -2611434 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2613217.500000 Penalty: 4846.096680
	Iteration 2F: 3 clusters Score -2613218 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2614939.500000 Penalty: 4846.096680
	Iteration 3F: 3 clusters Score -2614940 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2616403.500000 Penalty: 4846.096680
	Iteration 4F: 3 clusters Score -2616404 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2617430.500000 Penalty: 4846.096680
	Iteration 5F: 3 clusters Score -2617430 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2618089.750000 Penalty: 4846.096680
	Iteration 6Q: 3 clusters Score -2618090 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2618418.500000 Penalty: 4846.096680
	Iteration 7Q: 3 clusters Score -2618418 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2618606.250000 Penalty: 4846.096680
	Iteration 8Q: 3 clusters Score -2618606 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2618742.000000 Penalty: 4846.096680
	Iteration 9Q: 3 clusters Score -2618742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2618861.750000 Penalty: 4846.096680
	Iteration 10Q: 3 clusters Score -2618862 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2618983.500000 Penalty: 4846.096680
	Iteration 11Q: 3 clusters Score -2618984 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2619087.000000 Penalty: 4846.096680
	Iteration 12Q: 3 clusters Score -2619087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2619182.500000 Penalty: 4846.096680
	Iteration 13Q: 3 clusters Score -2619182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2619259.500000 Penalty: 4846.096680
	Iteration 14Q: 3 clusters Score -2619260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2619295.000000 Penalty: 4846.096680
	Iteration 15Q: 3 clusters Score -2619295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2619327.000000 Penalty: 4846.096680
	Iteration 16Q: 3 clusters Score -2619327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2619362.000000 Penalty: 4846.096680
	Iteration 17Q: 3 clusters Score -2619362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2619369.750000 Penalty: 4846.096680
	Iteration 18Q: 3 clusters Score -2619370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2619392.750000 Penalty: 4846.096680
	Iteration 19Q: 3 clusters Score -2619393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2619405.000000 Penalty: 4846.096680
	Iteration 20F: 3 clusters Score -2619405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2619416.250000 Penalty: 4846.096680
	Iteration 21Q: 3 clusters Score -2619416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2619412.000000 Penalty: 4846.096680
	Iteration 22Q: 3 clusters Score -2619412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2619418.750000 Penalty: 4846.096680
	Iteration 23Q: 3 clusters Score -2619419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2619432.750000 Penalty: 4846.096680
	Iteration 24Q: 3 clusters Score -2619433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2619434.250000 Penalty: 4846.096680
	Iteration 25Q: 3 clusters Score -2619434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2619441.000000 Penalty: 4846.096680
	Iteration 26Q: 3 clusters Score -2619441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2619451.250000 Penalty: 4846.096680
	Iteration 27Q: 3 clusters Score -2619451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2619458.750000 Penalty: 4846.096680
	Iteration 28Q: 3 clusters Score -2619459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2619461.250000 Penalty: 4846.096680
	Iteration 29Q: 3 clusters Score -2619461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2619458.750000 Penalty: 4846.096680
	Iteration 30Q: 3 clusters Score -2619459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2619469.250000 Penalty: 4846.096680
	Iteration 31Q: 3 clusters Score -2619469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2619467.250000 Penalty: 4846.096680
	Iteration 32Q: 3 clusters Score -2619467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2619462.750000 Penalty: 4846.096680
	Iteration 33Q: 3 clusters Score -2619463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2619464.000000 Penalty: 4846.096680
	Iteration 34Q: 3 clusters Score -2619464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2619467.250000 Penalty: 4846.096680
	Iteration 35Q: 3 clusters Score -2619467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2619468.500000 Penalty: 4846.096680
	Iteration 36Q: 3 clusters Score -2619468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2619467.750000 Penalty: 4846.096680
	Iteration 37Q: 3 clusters Score -2619468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2619463.000000 Penalty: 4846.096680
	Iteration 38Q: 3 clusters Score -2619463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2619467.500000 Penalty: 4846.096680
	Iteration 39Q: 3 clusters Score -2619468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2619473.000000 Penalty: 4846.096680
	Iteration 40F: 3 clusters Score -2619473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2619475.000000 Penalty: 4846.096680
	Iteration 41Q: 3 clusters Score -2619475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2619476.250000 Penalty: 4846.096680
	Iteration 42Q: 3 clusters Score -2619476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2619474.000000 Penalty: 4846.096680
	Iteration 43Q: 3 clusters Score -2619474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2619470.750000 Penalty: 4846.096680
	Iteration 44Q: 3 clusters Score -2619471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2619480.500000 Penalty: 4846.096680
	Iteration 45Q: 3 clusters Score -2619480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2619485.750000 Penalty: 4846.096680
	Iteration 46Q: 3 clusters Score -2619486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2619484.000000 Penalty: 4846.096680
	Iteration 47Q: 3 clusters Score -2619484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2619483.000000 Penalty: 4846.096680
	Iteration 48Q: 3 clusters Score -2619483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2619484.000000 Penalty: 4846.096680
	Iteration 49Q: 3 clusters Score -2619484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2619485.500000 Penalty: 4846.096680
	Iteration 50Q: 3 clusters Score -2619486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2619485.500000 Penalty: 4846.096680
	Iteration 51F: 3 clusters Score -2619486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 14809 members 
Entering Unmasked Estep 
Score: -120396760.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120397464.000000 to -120396760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Entering Unmasked Estep 
Score: -16222501.000000 Penalty: 2861.921387
	Iteration 0F: 2 clusters Score -1.62225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -16158456.000000 Penalty: 5723.842773
	Iteration 0F: 3 clusters Score -1.615846e+07 nChanged 48702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -16186086.000000 Penalty: 5723.842773
	Iteration 1F: 3 clusters Score -1.618609e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -16186883.000000 Penalty: 5723.842773
	Iteration 2Q: 3 clusters Score -1.618688e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -16187852.000000 Penalty: 5723.842773
	Iteration 3Q: 3 clusters Score -1.618785e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -16188969.000000 Penalty: 5723.842773
	Iteration 4Q: 3 clusters Score -1.618897e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -16190412.000000 Penalty: 5723.842773
	Iteration 5Q: 3 clusters Score -1.619041e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -16192257.000000 Penalty: 5723.842773
	Iteration 6Q: 3 clusters Score -1.619226e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -16194205.000000 Penalty: 5723.842773
	Iteration 7Q: 3 clusters Score -1.61942e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -16196425.000000 Penalty: 5723.842773
	Iteration 8Q: 3 clusters Score -1.619642e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -16199044.000000 Penalty: 5723.842773
	Iteration 9Q: 3 clusters Score -1.619904e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -16201977.000000 Penalty: 5723.842773
	Iteration 10F: 3 clusters Score -1.620198e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -16204840.000000 Penalty: 5723.842773
	Iteration 11Q: 3 clusters Score -1.620484e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -16206874.000000 Penalty: 5723.842773
	Iteration 12Q: 3 clusters Score -1.620687e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -16207900.000000 Penalty: 5723.842773
	Iteration 13Q: 3 clusters Score -1.62079e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -16208389.000000 Penalty: 5723.842773
	Iteration 14Q: 3 clusters Score -1.620839e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -16208620.000000 Penalty: 5723.842773
	Iteration 15Q: 3 clusters Score -1.620862e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -16208726.000000 Penalty: 5723.842773
	Iteration 16Q: 3 clusters Score -1.620873e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -16208808.000000 Penalty: 5723.842773
	Iteration 17Q: 3 clusters Score -1.620881e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -16208867.000000 Penalty: 5723.842773
	Iteration 18Q: 3 clusters Score -1.620887e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -16208947.000000 Penalty: 5723.842773
	Iteration 19Q: 3 clusters Score -1.620895e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -16209055.000000 Penalty: 5723.842773
	Iteration 20F: 3 clusters Score -1.620906e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -16209269.000000 Penalty: 5723.842773
	Iteration 21Q: 3 clusters Score -1.620927e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -16209386.000000 Penalty: 5723.842773
	Iteration 22Q: 3 clusters Score -1.620939e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -16209478.000000 Penalty: 5723.842773
	Iteration 23Q: 3 clusters Score -1.620948e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -16209523.000000 Penalty: 5723.842773
	Iteration 24Q: 3 clusters Score -1.620952e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -16209564.000000 Penalty: 5723.842773
	Iteration 25Q: 3 clusters Score -1.620956e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -16209588.000000 Penalty: 5723.842773
	Iteration 26Q: 3 clusters Score -1.620959e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -16209757.000000 Penalty: 5723.842773
	Iteration 27Q: 3 clusters Score -1.620976e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -16209857.000000 Penalty: 5723.842773
	Iteration 28Q: 3 clusters Score -1.620986e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -16209992.000000 Penalty: 5723.842773
	Iteration 29Q: 3 clusters Score -1.620999e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -16210121.000000 Penalty: 5723.842773
	Iteration 30Q: 3 clusters Score -1.621012e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -16210329.000000 Penalty: 5723.842773
	Iteration 31Q: 3 clusters Score -1.621033e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -16210443.000000 Penalty: 5723.842773
	Iteration 32Q: 3 clusters Score -1.621044e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -16210597.000000 Penalty: 5723.842773
	Iteration 33Q: 3 clusters Score -1.62106e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -16210717.000000 Penalty: 5723.842773
	Iteration 34Q: 3 clusters Score -1.621072e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -16210862.000000 Penalty: 5723.842773
	Iteration 35Q: 3 clusters Score -1.621086e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -16211136.000000 Penalty: 5723.842773
	Iteration 36Q: 3 clusters Score -1.621114e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -16211331.000000 Penalty: 5723.842773
	Iteration 37Q: 3 clusters Score -1.621133e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -16211621.000000 Penalty: 5723.842773
	Iteration 38Q: 3 clusters Score -1.621162e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -16211815.000000 Penalty: 5723.842773
	Iteration 39Q: 3 clusters Score -1.621182e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -16212096.000000 Penalty: 5723.842773
	Iteration 40F: 3 clusters Score -1.62121e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -16212321.000000 Penalty: 5723.842773
	Iteration 41Q: 3 clusters Score -1.621232e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -16212541.000000 Penalty: 5723.842773
	Iteration 42Q: 3 clusters Score -1.621254e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -16212796.000000 Penalty: 5723.842773
	Iteration 43Q: 3 clusters Score -1.62128e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -16213027.000000 Penalty: 5723.842773
	Iteration 44Q: 3 clusters Score -1.621303e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -16213298.000000 Penalty: 5723.842773
	Iteration 45Q: 3 clusters Score -1.62133e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -16213683.000000 Penalty: 5723.842773
	Iteration 46Q: 3 clusters Score -1.621368e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -16214033.000000 Penalty: 5723.842773
	Iteration 47Q: 3 clusters Score -1.621403e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -16214373.000000 Penalty: 5723.842773
	Iteration 48Q: 3 clusters Score -1.621437e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -16214874.000000 Penalty: 5723.842773
	Iteration 49Q: 3 clusters Score -1.621487e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -16215320.000000 Penalty: 5723.842773
	Iteration 50Q: 3 clusters Score -1.621532e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -16215821.000000 Penalty: 5723.842773
	Iteration 51Q: 3 clusters Score -1.621582e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -16216285.000000 Penalty: 5723.842773
	Iteration 52Q: 3 clusters Score -1.621628e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -16216720.000000 Penalty: 5723.842773
	Iteration 53Q: 3 clusters Score -1.621672e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -16217087.000000 Penalty: 5723.842773
	Iteration 54Q: 3 clusters Score -1.621709e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -16217417.000000 Penalty: 5723.842773
	Iteration 55Q: 3 clusters Score -1.621742e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -16217782.000000 Penalty: 5723.842773
	Iteration 56Q: 3 clusters Score -1.621778e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -16218076.000000 Penalty: 5723.842773
	Iteration 57Q: 3 clusters Score -1.621808e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -16218350.000000 Penalty: 5723.842773
	Iteration 58Q: 3 clusters Score -1.621835e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -16218588.000000 Penalty: 5723.842773
	Iteration 59Q: 3 clusters Score -1.621859e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -16218795.000000 Penalty: 5723.842773
	Iteration 60F: 3 clusters Score -1.62188e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -16219002.000000 Penalty: 5723.842773
	Iteration 61Q: 3 clusters Score -1.6219e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -16219170.000000 Penalty: 5723.842773
	Iteration 62Q: 3 clusters Score -1.621917e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -16219365.000000 Penalty: 5723.842773
	Iteration 63Q: 3 clusters Score -1.621936e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -16219445.000000 Penalty: 5723.842773
	Iteration 64Q: 3 clusters Score -1.621944e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
Score: -16219607.000000 Penalty: 5723.842773
	Iteration 65Q: 3 clusters Score -1.621961e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -16219684.000000 Penalty: 5723.842773
	Iteration 66Q: 3 clusters Score -1.621968e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -16219791.000000 Penalty: 5723.842773
	Iteration 67Q: 3 clusters Score -1.621979e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -16219906.000000 Penalty: 5723.842773
	Iteration 68Q: 3 clusters Score -1.621991e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -16219980.000000 Penalty: 5723.842773
	Iteration 69Q: 3 clusters Score -1.621998e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -16220094.000000 Penalty: 5723.842773
	Iteration 70Q: 3 clusters Score -1.622009e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -16220117.000000 Penalty: 5723.842773
	Iteration 71Q: 3 clusters Score -1.622012e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -16220177.000000 Penalty: 5723.842773
	Iteration 72Q: 3 clusters Score -1.622018e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -16220187.000000 Penalty: 5723.842773
	Iteration 73Q: 3 clusters Score -1.622019e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -16220210.000000 Penalty: 5723.842773
	Iteration 74Q: 3 clusters Score -1.622021e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -16220235.000000 Penalty: 5723.842773
	Iteration 75Q: 3 clusters Score -1.622024e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -16220245.000000 Penalty: 5723.842773
	Iteration 76Q: 3 clusters Score -1.622024e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -16220256.000000 Penalty: 5723.842773
	Iteration 77Q: 3 clusters Score -1.622026e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -16220312.000000 Penalty: 5723.842773
	Iteration 78Q: 3 clusters Score -1.622031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -16220307.000000 Penalty: 5723.842773
	Iteration 79Q: 3 clusters Score -1.622031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -16220312.000000 Penalty: 5723.842773
	Iteration 80F: 3 clusters Score -1.622031e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -16220327.000000 Penalty: 5723.842773
	Iteration 81Q: 3 clusters Score -1.622033e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -16220320.000000 Penalty: 5723.842773
	Iteration 82Q: 3 clusters Score -1.622032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -16220315.000000 Penalty: 5723.842773
	Iteration 83Q: 3 clusters Score -1.622032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -16220334.000000 Penalty: 5723.842773
	Iteration 84Q: 3 clusters Score -1.622033e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -16220332.000000 Penalty: 5723.842773
	Iteration 85Q: 3 clusters Score -1.622033e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -16220345.000000 Penalty: 5723.842773
	Iteration 86Q: 3 clusters Score -1.622034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -16220365.000000 Penalty: 5723.842773
	Iteration 87Q: 3 clusters Score -1.622036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -16220353.000000 Penalty: 5723.842773
	Iteration 88Q: 3 clusters Score -1.622035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -16220344.000000 Penalty: 5723.842773
	Iteration 89Q: 3 clusters Score -1.622034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -16220361.000000 Penalty: 5723.842773
	Iteration 90Q: 3 clusters Score -1.622036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -16220374.000000 Penalty: 5723.842773
	Iteration 91Q: 3 clusters Score -1.622037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -16220365.000000 Penalty: 5723.842773
	Iteration 92Q: 3 clusters Score -1.622036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -16220365.000000 Penalty: 5723.842773
	Iteration 93Q: 3 clusters Score -1.622036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -16220372.000000 Penalty: 5723.842773
	Iteration 94Q: 3 clusters Score -1.622037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -16220365.000000 Penalty: 5723.842773
	Iteration 95Q: 3 clusters Score -1.622036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -16220361.000000 Penalty: 5723.842773
	Iteration 96Q: 3 clusters Score -1.622036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -16220364.000000 Penalty: 5723.842773
	Iteration 97Q: 3 clusters Score -1.622036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -16220372.000000 Penalty: 5723.842773
	Iteration 98Q: 3 clusters Score -1.622037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -16220376.000000 Penalty: 5723.842773
	Iteration 99Q: 3 clusters Score -1.622038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -16220368.000000 Penalty: 5723.842773
	Iteration 100F: 3 clusters Score -1.622037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -16220366.000000 Penalty: 5723.842773
	Iteration 101Q: 3 clusters Score -1.622037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -16220388.000000 Penalty: 5723.842773
	Iteration 102Q: 3 clusters Score -1.622039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -16220390.000000 Penalty: 5723.842773
	Iteration 103Q: 3 clusters Score -1.622039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -16220384.000000 Penalty: 5723.842773
	Iteration 104Q: 3 clusters Score -1.622038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -16220386.000000 Penalty: 5723.842773
	Iteration 105Q: 3 clusters Score -1.622039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -16220402.000000 Penalty: 5723.842773
	Iteration 106Q: 3 clusters Score -1.62204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -16220394.000000 Penalty: 5723.842773
	Iteration 107Q: 3 clusters Score -1.622039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -16220401.000000 Penalty: 5723.842773
	Iteration 108Q: 3 clusters Score -1.62204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -16220408.000000 Penalty: 5723.842773
	Iteration 109Q: 3 clusters Score -1.622041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -16220416.000000 Penalty: 5723.842773
	Iteration 110Q: 3 clusters Score -1.622042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -16220410.000000 Penalty: 5723.842773
	Iteration 111Q: 3 clusters Score -1.622041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -16220421.000000 Penalty: 5723.842773
	Iteration 112Q: 3 clusters Score -1.622042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -16220423.000000 Penalty: 5723.842773
	Iteration 113Q: 3 clusters Score -1.622042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -16220420.000000 Penalty: 5723.842773
	Iteration 114Q: 3 clusters Score -1.622042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -16220425.000000 Penalty: 5723.842773
	Iteration 115Q: 3 clusters Score -1.622042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -16220423.000000 Penalty: 5723.842773
	Iteration 116Q: 3 clusters Score -1.622042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -16220421.000000 Penalty: 5723.842773
	Iteration 117Q: 3 clusters Score -1.622042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -16220421.000000 Penalty: 5723.842773
	Iteration 118Q: 3 clusters Score -1.622042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -16220432.000000 Penalty: 5723.842773
	Iteration 119Q: 3 clusters Score -1.622043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -16220443.000000 Penalty: 5723.842773
	Iteration 120F: 3 clusters Score -1.622044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -16220427.000000 Penalty: 5723.842773
	Iteration 121Q: 3 clusters Score -1.622043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -16220437.000000 Penalty: 5723.842773
	Iteration 122Q: 3 clusters Score -1.622044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -16220430.000000 Penalty: 5723.842773
	Iteration 123Q: 3 clusters Score -1.622043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -16220442.000000 Penalty: 5723.842773
	Iteration 124Q: 3 clusters Score -1.622044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -16220441.000000 Penalty: 5723.842773
	Iteration 125Q: 3 clusters Score -1.622044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -16220441.000000 Penalty: 5723.842773
	Iteration 126Q: 3 clusters Score -1.622044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -16220442.000000 Penalty: 5723.842773
	Iteration 127Q: 3 clusters Score -1.622044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -16220432.000000 Penalty: 5723.842773
	Iteration 128Q: 3 clusters Score -1.622043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -16220441.000000 Penalty: 5723.842773
	Iteration 129Q: 3 clusters Score -1.622044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -16220444.000000 Penalty: 5723.842773
	Iteration 130Q: 3 clusters Score -1.622044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -16220444.000000 Penalty: 5723.842773
	Iteration 131F: 3 clusters Score -1.622044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102719.304688 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102719.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102947.062500 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102947.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102994.015625 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -102994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103009.632812 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103019.117188 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103030.343750 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103032.335938 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103034.695312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103036.507812 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103037.257812 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -103037.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103037.257812 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -103037.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Entering Unmasked Estep 
Score: -2528037.500000 Penalty: 2419.452637
	Iteration 0F: 2 clusters Score -2528038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2515668.750000 Penalty: 4838.905273
	Iteration 0F: 3 clusters Score -2515669 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2520518.250000 Penalty: 4838.905273
	Iteration 1F: 3 clusters Score -2520518 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2521613.000000 Penalty: 4838.905273
	Iteration 2F: 3 clusters Score -2521613 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2522545.750000 Penalty: 4838.905273
	Iteration 3F: 3 clusters Score -2522546 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2523416.500000 Penalty: 4838.905273
	Iteration 4F: 3 clusters Score -2523416 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2524235.750000 Penalty: 4838.905273
	Iteration 5F: 3 clusters Score -2524236 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2525069.000000 Penalty: 4838.905273
	Iteration 6F: 3 clusters Score -2525069 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2525769.750000 Penalty: 4838.905273
	Iteration 7F: 3 clusters Score -2525770 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2526283.250000 Penalty: 4838.905273
	Iteration 8Q: 3 clusters Score -2526283 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2526616.250000 Penalty: 4838.905273
	Iteration 9Q: 3 clusters Score -2526616 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2526840.750000 Penalty: 4838.905273
	Iteration 10Q: 3 clusters Score -2526841 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2527000.750000 Penalty: 4838.905273
	Iteration 11Q: 3 clusters Score -2527001 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2527100.000000 Penalty: 4838.905273
	Iteration 12Q: 3 clusters Score -2527100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2527182.000000 Penalty: 4838.905273
	Iteration 13Q: 3 clusters Score -2527182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2527228.750000 Penalty: 4838.905273
	Iteration 14Q: 3 clusters Score -2527229 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2527279.250000 Penalty: 4838.905273
	Iteration 15Q: 3 clusters Score -2527279 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2527300.750000 Penalty: 4838.905273
	Iteration 16Q: 3 clusters Score -2527301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2527320.250000 Penalty: 4838.905273
	Iteration 17Q: 3 clusters Score -2527320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2527333.000000 Penalty: 4838.905273
	Iteration 18Q: 3 clusters Score -2527333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2527337.000000 Penalty: 4838.905273
	Iteration 19Q: 3 clusters Score -2527337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2527346.250000 Penalty: 4838.905273
	Iteration 20F: 3 clusters Score -2527346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2527357.500000 Penalty: 4838.905273
	Iteration 21Q: 3 clusters Score -2527358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2527364.500000 Penalty: 4838.905273
	Iteration 22Q: 3 clusters Score -2527364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2527371.750000 Penalty: 4838.905273
	Iteration 23Q: 3 clusters Score -2527372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2527375.250000 Penalty: 4838.905273
	Iteration 24Q: 3 clusters Score -2527375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2527380.500000 Penalty: 4838.905273
	Iteration 25Q: 3 clusters Score -2527380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2527379.250000 Penalty: 4838.905273
	Iteration 26Q: 3 clusters Score -2527379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2527380.250000 Penalty: 4838.905273
	Iteration 27Q: 3 clusters Score -2527380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2527388.750000 Penalty: 4838.905273
	Iteration 28Q: 3 clusters Score -2527389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2527390.000000 Penalty: 4838.905273
	Iteration 29Q: 3 clusters Score -2527390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2527392.500000 Penalty: 4838.905273
	Iteration 30Q: 3 clusters Score -2527392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2527392.500000 Penalty: 4838.905273
	Iteration 31F: 3 clusters Score -2527392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 142 members 
Entering Unmasked Estep 
Score: -31966.056641 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -31966.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32215.679688 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32215.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32310.224609 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32310.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32385.558594 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32385.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32463.832031 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32463.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32563.257812 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32563.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32625.365234 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32625.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32705.767578 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -32705.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32712.576172 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -32712.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32724.503906 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -32724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32749.878906 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -32749.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32779.859375 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -32779.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32796.863281 Penalty: 2812.260986
	Iteration 12Q: 3 clusters Score -32796.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32819.691406 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -32819.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32819.691406 Penalty: 2812.260986
	Iteration 14F: 3 clusters Score -32819.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1182882.500000 Penalty: 2230.554688
	Iteration 0F: 2 clusters Score -1182882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1176507.500000 Penalty: 4461.109375
	Iteration 0F: 3 clusters Score -1176508 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1178351.500000 Penalty: 4461.109375
	Iteration 1F: 3 clusters Score -1178352 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1178762.500000 Penalty: 4461.109375
	Iteration 2F: 3 clusters Score -1178762 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1179090.875000 Penalty: 4461.109375
	Iteration 3F: 3 clusters Score -1179091 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1179374.000000 Penalty: 4461.109375
	Iteration 4F: 3 clusters Score -1179374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1179610.750000 Penalty: 4461.109375
	Iteration 5Q: 3 clusters Score -1179611 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1179847.375000 Penalty: 4461.109375
	Iteration 6Q: 3 clusters Score -1179847 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1180041.000000 Penalty: 4461.109375
	Iteration 7Q: 3 clusters Score -1180041 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1180240.250000 Penalty: 4461.109375
	Iteration 8Q: 3 clusters Score -1180240 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1180442.375000 Penalty: 4461.109375
	Iteration 9Q: 3 clusters Score -1180442 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1180628.000000 Penalty: 4461.109375
	Iteration 10Q: 3 clusters Score -1180628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1180794.375000 Penalty: 4461.109375
	Iteration 11Q: 3 clusters Score -1180794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1180920.125000 Penalty: 4461.109375
	Iteration 12Q: 3 clusters Score -1180920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1181015.750000 Penalty: 4461.109375
	Iteration 13Q: 3 clusters Score -1181016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1181092.625000 Penalty: 4461.109375
	Iteration 14Q: 3 clusters Score -1181093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1181158.375000 Penalty: 4461.109375
	Iteration 15Q: 3 clusters Score -1181158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1181200.500000 Penalty: 4461.109375
	Iteration 16Q: 3 clusters Score -1181200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1181229.250000 Penalty: 4461.109375
	Iteration 17Q: 3 clusters Score -1181229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1181247.625000 Penalty: 4461.109375
	Iteration 18Q: 3 clusters Score -1181248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1181263.250000 Penalty: 4461.109375
	Iteration 19Q: 3 clusters Score -1181263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1181286.500000 Penalty: 4461.109375
	Iteration 20F: 3 clusters Score -1181286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1181314.750000 Penalty: 4461.109375
	Iteration 21Q: 3 clusters Score -1181315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1181330.875000 Penalty: 4461.109375
	Iteration 22Q: 3 clusters Score -1181331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1181349.875000 Penalty: 4461.109375
	Iteration 23Q: 3 clusters Score -1181350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1181370.250000 Penalty: 4461.109375
	Iteration 24Q: 3 clusters Score -1181370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1181383.000000 Penalty: 4461.109375
	Iteration 25Q: 3 clusters Score -1181383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1181386.000000 Penalty: 4461.109375
	Iteration 26Q: 3 clusters Score -1181386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1181398.750000 Penalty: 4461.109375
	Iteration 27Q: 3 clusters Score -1181399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1181400.375000 Penalty: 4461.109375
	Iteration 28Q: 3 clusters Score -1181400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1181411.625000 Penalty: 4461.109375
	Iteration 29Q: 3 clusters Score -1181412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1181418.750000 Penalty: 4461.109375
	Iteration 30Q: 3 clusters Score -1181419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1181423.750000 Penalty: 4461.109375
	Iteration 31Q: 3 clusters Score -1181424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1181430.375000 Penalty: 4461.109375
	Iteration 32Q: 3 clusters Score -1181430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1181430.000000 Penalty: 4461.109375
	Iteration 33Q: 3 clusters Score -1181430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1181430.875000 Penalty: 4461.109375
	Iteration 34Q: 3 clusters Score -1181431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1181434.125000 Penalty: 4461.109375
	Iteration 35Q: 3 clusters Score -1181434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1181431.625000 Penalty: 4461.109375
	Iteration 36Q: 3 clusters Score -1181432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1181434.750000 Penalty: 4461.109375
	Iteration 37Q: 3 clusters Score -1181435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1181438.500000 Penalty: 4461.109375
	Iteration 38Q: 3 clusters Score -1181438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1181439.000000 Penalty: 4461.109375
	Iteration 39Q: 3 clusters Score -1181439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1181438.750000 Penalty: 4461.109375
	Iteration 40F: 3 clusters Score -1181439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1181439.125000 Penalty: 4461.109375
	Iteration 41Q: 3 clusters Score -1181439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1181436.875000 Penalty: 4461.109375
	Iteration 42Q: 3 clusters Score -1181437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1181436.250000 Penalty: 4461.109375
	Iteration 43Q: 3 clusters Score -1181436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1181436.250000 Penalty: 4461.109375
	Iteration 44F: 3 clusters Score -1181436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Entering Unmasked Estep 
Score: -5072649.000000 Penalty: 2576.203613
	Iteration 0F: 2 clusters Score -5072649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5050549.000000 Penalty: 5152.407227
	Iteration 0F: 3 clusters Score -5050549 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5058508.000000 Penalty: 5152.407227
	Iteration 1F: 3 clusters Score -5058508 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -5059079.500000 Penalty: 5152.407227
	Iteration 2F: 3 clusters Score -5059080 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5059609.000000 Penalty: 5152.407227
	Iteration 3Q: 3 clusters Score -5059609 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5060056.500000 Penalty: 5152.407227
	Iteration 4Q: 3 clusters Score -5060056 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5060503.500000 Penalty: 5152.407227
	Iteration 5Q: 3 clusters Score -5060504 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5060963.500000 Penalty: 5152.407227
	Iteration 6Q: 3 clusters Score -5060964 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5061498.500000 Penalty: 5152.407227
	Iteration 7Q: 3 clusters Score -5061498 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5062054.000000 Penalty: 5152.407227
	Iteration 8Q: 3 clusters Score -5062054 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -5062743.500000 Penalty: 5152.407227
	Iteration 9Q: 3 clusters Score -5062744 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5063577.500000 Penalty: 5152.407227
	Iteration 10Q: 3 clusters Score -5063578 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5064448.500000 Penalty: 5152.407227
	Iteration 11Q: 3 clusters Score -5064448 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -5065368.500000 Penalty: 5152.407227
	Iteration 12Q: 3 clusters Score -5065368 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5066314.000000 Penalty: 5152.407227
	Iteration 13Q: 3 clusters Score -5066314 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5067210.000000 Penalty: 5152.407227
	Iteration 14Q: 3 clusters Score -5067210 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5067948.500000 Penalty: 5152.407227
	Iteration 15Q: 3 clusters Score -5067948 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5068408.500000 Penalty: 5152.407227
	Iteration 16Q: 3 clusters Score -5068408 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5068695.500000 Penalty: 5152.407227
	Iteration 17Q: 3 clusters Score -5068696 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5069013.000000 Penalty: 5152.407227
	Iteration 18Q: 3 clusters Score -5069013 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5069205.000000 Penalty: 5152.407227
	Iteration 19Q: 3 clusters Score -5069205 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5069357.500000 Penalty: 5152.407227
	Iteration 20F: 3 clusters Score -5069358 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5069506.500000 Penalty: 5152.407227
	Iteration 21Q: 3 clusters Score -5069506 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5069641.000000 Penalty: 5152.407227
	Iteration 22Q: 3 clusters Score -5069641 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5069741.000000 Penalty: 5152.407227
	Iteration 23Q: 3 clusters Score -5069741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5069854.500000 Penalty: 5152.407227
	Iteration 24Q: 3 clusters Score -5069854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5070002.500000 Penalty: 5152.407227
	Iteration 25Q: 3 clusters Score -5070002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5070119.500000 Penalty: 5152.407227
	Iteration 26Q: 3 clusters Score -5070120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5070257.500000 Penalty: 5152.407227
	Iteration 27Q: 3 clusters Score -5070258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5070344.000000 Penalty: 5152.407227
	Iteration 28Q: 3 clusters Score -5070344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5070424.000000 Penalty: 5152.407227
	Iteration 29Q: 3 clusters Score -5070424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5070471.000000 Penalty: 5152.407227
	Iteration 30Q: 3 clusters Score -5070471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5070509.500000 Penalty: 5152.407227
	Iteration 31Q: 3 clusters Score -5070510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5070521.500000 Penalty: 5152.407227
	Iteration 32Q: 3 clusters Score -5070522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5070541.500000 Penalty: 5152.407227
	Iteration 33Q: 3 clusters Score -5070542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5070555.500000 Penalty: 5152.407227
	Iteration 34Q: 3 clusters Score -5070556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5070573.000000 Penalty: 5152.407227
	Iteration 35Q: 3 clusters Score -5070573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5070581.000000 Penalty: 5152.407227
	Iteration 36Q: 3 clusters Score -5070581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5070590.000000 Penalty: 5152.407227
	Iteration 37Q: 3 clusters Score -5070590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5070586.000000 Penalty: 5152.407227
	Iteration 38Q: 3 clusters Score -5070586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5070592.000000 Penalty: 5152.407227
	Iteration 39Q: 3 clusters Score -5070592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5070593.500000 Penalty: 5152.407227
	Iteration 40F: 3 clusters Score -5070594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5070596.000000 Penalty: 5152.407227
	Iteration 41Q: 3 clusters Score -5070596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5070596.000000 Penalty: 5152.407227
	Iteration 42Q: 3 clusters Score -5070596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5070601.500000 Penalty: 5152.407227
	Iteration 43Q: 3 clusters Score -5070602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5070602.500000 Penalty: 5152.407227
	Iteration 44Q: 3 clusters Score -5070602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5070602.500000 Penalty: 5152.407227
	Iteration 45Q: 3 clusters Score -5070602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5070603.500000 Penalty: 5152.407227
	Iteration 46Q: 3 clusters Score -5070604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5070603.500000 Penalty: 5152.407227
	Iteration 47F: 3 clusters Score -5070604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (66882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Entering Unmasked Estep 
Score: -10565713.000000 Penalty: 2755.449951
	Iteration 0F: 2 clusters Score -1.056571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -10521581.000000 Penalty: 5510.899902
	Iteration 0F: 3 clusters Score -1.052158e+07 nChanged 31347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -10539378.000000 Penalty: 5510.899902
	Iteration 1F: 3 clusters Score -1.053938e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -10540025.000000 Penalty: 5510.899902
	Iteration 2Q: 3 clusters Score -1.054002e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -10540661.000000 Penalty: 5510.899902
	Iteration 3Q: 3 clusters Score -1.054066e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -10541395.000000 Penalty: 5510.899902
	Iteration 4Q: 3 clusters Score -1.05414e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -10542293.000000 Penalty: 5510.899902
	Iteration 5Q: 3 clusters Score -1.054229e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -10543630.000000 Penalty: 5510.899902
	Iteration 6Q: 3 clusters Score -1.054363e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10545154.000000 Penalty: 5510.899902
	Iteration 7Q: 3 clusters Score -1.054515e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -10546965.000000 Penalty: 5510.899902
	Iteration 8F: 3 clusters Score -1.054696e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -10548959.000000 Penalty: 5510.899902
	Iteration 9F: 3 clusters Score -1.054896e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -10550912.000000 Penalty: 5510.899902
	Iteration 10F: 3 clusters Score -1.055091e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -10552752.000000 Penalty: 5510.899902
	Iteration 11Q: 3 clusters Score -1.055275e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -10554478.000000 Penalty: 5510.899902
	Iteration 12Q: 3 clusters Score -1.055448e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10555808.000000 Penalty: 5510.899902
	Iteration 13Q: 3 clusters Score -1.055581e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -10556891.000000 Penalty: 5510.899902
	Iteration 14Q: 3 clusters Score -1.055689e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -10557673.000000 Penalty: 5510.899902
	Iteration 15Q: 3 clusters Score -1.055767e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -10558332.000000 Penalty: 5510.899902
	Iteration 16Q: 3 clusters Score -1.055833e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -10558924.000000 Penalty: 5510.899902
	Iteration 17Q: 3 clusters Score -1.055892e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -10559435.000000 Penalty: 5510.899902
	Iteration 18Q: 3 clusters Score -1.055944e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -10559939.000000 Penalty: 5510.899902
	Iteration 19Q: 3 clusters Score -1.055994e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -10560457.000000 Penalty: 5510.899902
	Iteration 20F: 3 clusters Score -1.056046e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -10560912.000000 Penalty: 5510.899902
	Iteration 21Q: 3 clusters Score -1.056091e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -10561341.000000 Penalty: 5510.899902
	Iteration 22Q: 3 clusters Score -1.056134e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -10561729.000000 Penalty: 5510.899902
	Iteration 23Q: 3 clusters Score -1.056173e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -10562042.000000 Penalty: 5510.899902
	Iteration 24Q: 3 clusters Score -1.056204e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -10562304.000000 Penalty: 5510.899902
	Iteration 25Q: 3 clusters Score -1.05623e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -10562527.000000 Penalty: 5510.899902
	Iteration 26Q: 3 clusters Score -1.056253e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -10562707.000000 Penalty: 5510.899902
	Iteration 27Q: 3 clusters Score -1.056271e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -10562877.000000 Penalty: 5510.899902
	Iteration 28Q: 3 clusters Score -1.056288e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -10562993.000000 Penalty: 5510.899902
	Iteration 29Q: 3 clusters Score -1.056299e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -10563083.000000 Penalty: 5510.899902
	Iteration 30Q: 3 clusters Score -1.056308e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -10563153.000000 Penalty: 5510.899902
	Iteration 31Q: 3 clusters Score -1.056315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -10563184.000000 Penalty: 5510.899902
	Iteration 32Q: 3 clusters Score -1.056318e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -10563239.000000 Penalty: 5510.899902
	Iteration 33Q: 3 clusters Score -1.056324e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -10563277.000000 Penalty: 5510.899902
	Iteration 34Q: 3 clusters Score -1.056328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -10563300.000000 Penalty: 5510.899902
	Iteration 35Q: 3 clusters Score -1.05633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -10563314.000000 Penalty: 5510.899902
	Iteration 36Q: 3 clusters Score -1.056331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -10563342.000000 Penalty: 5510.899902
	Iteration 37Q: 3 clusters Score -1.056334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -10563344.000000 Penalty: 5510.899902
	Iteration 38Q: 3 clusters Score -1.056334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -10563358.000000 Penalty: 5510.899902
	Iteration 39Q: 3 clusters Score -1.056336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -10563376.000000 Penalty: 5510.899902
	Iteration 40F: 3 clusters Score -1.056338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -10563368.000000 Penalty: 5510.899902
	Iteration 41Q: 3 clusters Score -1.056337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -10563386.000000 Penalty: 5510.899902
	Iteration 42Q: 3 clusters Score -1.056339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -10563394.000000 Penalty: 5510.899902
	Iteration 43Q: 3 clusters Score -1.056339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -10563390.000000 Penalty: 5510.899902
	Iteration 44Q: 3 clusters Score -1.056339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -10563404.000000 Penalty: 5510.899902
	Iteration 45Q: 3 clusters Score -1.05634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -10563410.000000 Penalty: 5510.899902
	Iteration 46Q: 3 clusters Score -1.056341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -10563415.000000 Penalty: 5510.899902
	Iteration 47Q: 3 clusters Score -1.056342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -10563416.000000 Penalty: 5510.899902
	Iteration 48Q: 3 clusters Score -1.056342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -10563406.000000 Penalty: 5510.899902
	Iteration 49Q: 3 clusters Score -1.056341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -10563409.000000 Penalty: 5510.899902
	Iteration 50Q: 3 clusters Score -1.056341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -10563399.000000 Penalty: 5510.899902
	Iteration 51Q: 3 clusters Score -1.05634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -10563413.000000 Penalty: 5510.899902
	Iteration 52Q: 3 clusters Score -1.056341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -10563420.000000 Penalty: 5510.899902
	Iteration 53Q: 3 clusters Score -1.056342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -10563416.000000 Penalty: 5510.899902
	Iteration 54Q: 3 clusters Score -1.056342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -10563426.000000 Penalty: 5510.899902
	Iteration 55Q: 3 clusters Score -1.056343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -10563426.000000 Penalty: 5510.899902
	Iteration 56Q: 3 clusters Score -1.056343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -10563427.000000 Penalty: 5510.899902
	Iteration 57Q: 3 clusters Score -1.056343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -10563425.000000 Penalty: 5510.899902
	Iteration 58Q: 3 clusters Score -1.056342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -10563435.000000 Penalty: 5510.899902
	Iteration 59Q: 3 clusters Score -1.056344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -10563438.000000 Penalty: 5510.899902
	Iteration 60F: 3 clusters Score -1.056344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -10563428.000000 Penalty: 5510.899902
	Iteration 61Q: 3 clusters Score -1.056343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -10563436.000000 Penalty: 5510.899902
	Iteration 62Q: 3 clusters Score -1.056344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -10563434.000000 Penalty: 5510.899902
	Iteration 63Q: 3 clusters Score -1.056343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -10563437.000000 Penalty: 5510.899902
	Iteration 64Q: 3 clusters Score -1.056344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -10563442.000000 Penalty: 5510.899902
	Iteration 65Q: 3 clusters Score -1.056344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -10563453.000000 Penalty: 5510.899902
	Iteration 66Q: 3 clusters Score -1.056345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -10563457.000000 Penalty: 5510.899902
	Iteration 67Q: 3 clusters Score -1.056346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -10563450.000000 Penalty: 5510.899902
	Iteration 68Q: 3 clusters Score -1.056345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -10563460.000000 Penalty: 5510.899902
	Iteration 69Q: 3 clusters Score -1.056346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -10563458.000000 Penalty: 5510.899902
	Iteration 70Q: 3 clusters Score -1.056346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -10563456.000000 Penalty: 5510.899902
	Iteration 71Q: 3 clusters Score -1.056346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -10563469.000000 Penalty: 5510.899902
	Iteration 72Q: 3 clusters Score -1.056347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -10563475.000000 Penalty: 5510.899902
	Iteration 73Q: 3 clusters Score -1.056348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -10563476.000000 Penalty: 5510.899902
	Iteration 74Q: 3 clusters Score -1.056348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -10563469.000000 Penalty: 5510.899902
	Iteration 75Q: 3 clusters Score -1.056347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -10563467.000000 Penalty: 5510.899902
	Iteration 76Q: 3 clusters Score -1.056347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -10563467.000000 Penalty: 5510.899902
	Iteration 77F: 3 clusters Score -1.056347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Entering Unmasked Estep 
Score: -2650032.500000 Penalty: 2426.494873
	Iteration 0F: 2 clusters Score -2650032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2637356.000000 Penalty: 4852.989746
	Iteration 0F: 3 clusters Score -2637356 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2641835.000000 Penalty: 4852.989746
	Iteration 1F: 3 clusters Score -2641835 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2642435.000000 Penalty: 4852.989746
	Iteration 2F: 3 clusters Score -2642435 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2642942.750000 Penalty: 4852.989746
	Iteration 3F: 3 clusters Score -2642943 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2643413.250000 Penalty: 4852.989746
	Iteration 4Q: 3 clusters Score -2643413 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2643886.000000 Penalty: 4852.989746
	Iteration 5Q: 3 clusters Score -2643886 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2644346.750000 Penalty: 4852.989746
	Iteration 6Q: 3 clusters Score -2644347 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2644877.250000 Penalty: 4852.989746
	Iteration 7Q: 3 clusters Score -2644877 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2645515.250000 Penalty: 4852.989746
	Iteration 8F: 3 clusters Score -2645515 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2646167.250000 Penalty: 4852.989746
	Iteration 9Q: 3 clusters Score -2646167 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2646731.500000 Penalty: 4852.989746
	Iteration 10Q: 3 clusters Score -2646732 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2647137.250000 Penalty: 4852.989746
	Iteration 11Q: 3 clusters Score -2647137 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2647433.000000 Penalty: 4852.989746
	Iteration 12Q: 3 clusters Score -2647433 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2647631.000000 Penalty: 4852.989746
	Iteration 13Q: 3 clusters Score -2647631 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2647775.750000 Penalty: 4852.989746
	Iteration 14Q: 3 clusters Score -2647776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2647898.500000 Penalty: 4852.989746
	Iteration 15Q: 3 clusters Score -2647898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2647991.750000 Penalty: 4852.989746
	Iteration 16Q: 3 clusters Score -2647992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2648062.250000 Penalty: 4852.989746
	Iteration 17Q: 3 clusters Score -2648062 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2648140.750000 Penalty: 4852.989746
	Iteration 18Q: 3 clusters Score -2648141 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2648196.000000 Penalty: 4852.989746
	Iteration 19Q: 3 clusters Score -2648196 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2648243.250000 Penalty: 4852.989746
	Iteration 20F: 3 clusters Score -2648243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2648285.250000 Penalty: 4852.989746
	Iteration 21Q: 3 clusters Score -2648285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2648309.500000 Penalty: 4852.989746
	Iteration 22Q: 3 clusters Score -2648310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2648336.250000 Penalty: 4852.989746
	Iteration 23Q: 3 clusters Score -2648336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2648351.500000 Penalty: 4852.989746
	Iteration 24Q: 3 clusters Score -2648352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2648381.500000 Penalty: 4852.989746
	Iteration 25Q: 3 clusters Score -2648382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2648395.000000 Penalty: 4852.989746
	Iteration 26Q: 3 clusters Score -2648395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2648418.000000 Penalty: 4852.989746
	Iteration 27Q: 3 clusters Score -2648418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2648420.500000 Penalty: 4852.989746
	Iteration 28Q: 3 clusters Score -2648420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2648428.000000 Penalty: 4852.989746
	Iteration 29Q: 3 clusters Score -2648428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2648438.750000 Penalty: 4852.989746
	Iteration 30Q: 3 clusters Score -2648439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2648437.250000 Penalty: 4852.989746
	Iteration 31Q: 3 clusters Score -2648437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2648442.000000 Penalty: 4852.989746
	Iteration 32Q: 3 clusters Score -2648442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2648437.500000 Penalty: 4852.989746
	Iteration 33Q: 3 clusters Score -2648438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2648448.750000 Penalty: 4852.989746
	Iteration 34Q: 3 clusters Score -2648449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2648444.500000 Penalty: 4852.989746
	Iteration 35Q: 3 clusters Score -2648444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2648447.500000 Penalty: 4852.989746
	Iteration 36Q: 3 clusters Score -2648448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2648460.000000 Penalty: 4852.989746
	Iteration 37Q: 3 clusters Score -2648460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2648460.500000 Penalty: 4852.989746
	Iteration 38Q: 3 clusters Score -2648460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2648461.000000 Penalty: 4852.989746
	Iteration 39Q: 3 clusters Score -2648461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2648457.750000 Penalty: 4852.989746
	Iteration 40F: 3 clusters Score -2648458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2648458.250000 Penalty: 4852.989746
	Iteration 41Q: 3 clusters Score -2648458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2648463.250000 Penalty: 4852.989746
	Iteration 42Q: 3 clusters Score -2648463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2648463.750000 Penalty: 4852.989746
	Iteration 43Q: 3 clusters Score -2648464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2648465.000000 Penalty: 4852.989746
	Iteration 44Q: 3 clusters Score -2648465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2648468.250000 Penalty: 4852.989746
	Iteration 45Q: 3 clusters Score -2648468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2648461.250000 Penalty: 4852.989746
	Iteration 46Q: 3 clusters Score -2648461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2648465.250000 Penalty: 4852.989746
	Iteration 47Q: 3 clusters Score -2648465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2648462.500000 Penalty: 4852.989746
	Iteration 48Q: 3 clusters Score -2648462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2648463.250000 Penalty: 4852.989746
	Iteration 49Q: 3 clusters Score -2648463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2648465.500000 Penalty: 4852.989746
	Iteration 50Q: 3 clusters Score -2648466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2648470.000000 Penalty: 4852.989746
	Iteration 51Q: 3 clusters Score -2648470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2648467.750000 Penalty: 4852.989746
	Iteration 52Q: 3 clusters Score -2648468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2648472.000000 Penalty: 4852.989746
	Iteration 53Q: 3 clusters Score -2648472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2648469.000000 Penalty: 4852.989746
	Iteration 54Q: 3 clusters Score -2648469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2648469.000000 Penalty: 4852.989746
	Iteration 55F: 3 clusters Score -2648469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35223.914062 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35223.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35316.687500 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35316.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35337.613281 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35337.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35342.929688 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35342.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35344.402344 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35344.402344 Penalty: 2789.512695
	Iteration 5F: 3 clusters Score -35344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Entering Unmasked Estep 
Score: -7634219.000000 Penalty: 2680.672119
	Iteration 0F: 2 clusters Score -7634219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -7600698.500000 Penalty: 5361.344238
	Iteration 0F: 3 clusters Score -7600698 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7613406.500000 Penalty: 5361.344238
	Iteration 1F: 3 clusters Score -7613406 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -7614343.500000 Penalty: 5361.344238
	Iteration 2Q: 3 clusters Score -7614344 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -7615716.000000 Penalty: 5361.344238
	Iteration 3F: 3 clusters Score -7615716 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -7617419.000000 Penalty: 5361.344238
	Iteration 4F: 3 clusters Score -7617419 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -7619362.500000 Penalty: 5361.344238
	Iteration 5F: 3 clusters Score -7619362 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7621730.500000 Penalty: 5361.344238
	Iteration 6F: 3 clusters Score -7621730 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -7624260.500000 Penalty: 5361.344238
	Iteration 7F: 3 clusters Score -7624260 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7626572.000000 Penalty: 5361.344238
	Iteration 8F: 3 clusters Score -7626572 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7628426.000000 Penalty: 5361.344238
	Iteration 9Q: 3 clusters Score -7628426 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7629610.500000 Penalty: 5361.344238
	Iteration 10Q: 3 clusters Score -7629610 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7630406.000000 Penalty: 5361.344238
	Iteration 11Q: 3 clusters Score -7630406 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -7631031.500000 Penalty: 5361.344238
	Iteration 12Q: 3 clusters Score -7631032 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7631530.000000 Penalty: 5361.344238
	Iteration 13Q: 3 clusters Score -7631530 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -7631908.500000 Penalty: 5361.344238
	Iteration 14Q: 3 clusters Score -7631908 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -7632219.500000 Penalty: 5361.344238
	Iteration 15Q: 3 clusters Score -7632220 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -7632447.000000 Penalty: 5361.344238
	Iteration 16Q: 3 clusters Score -7632447 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -7632609.500000 Penalty: 5361.344238
	Iteration 17Q: 3 clusters Score -7632610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -7632766.000000 Penalty: 5361.344238
	Iteration 18Q: 3 clusters Score -7632766 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -7632874.500000 Penalty: 5361.344238
	Iteration 19Q: 3 clusters Score -7632874 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -7632999.000000 Penalty: 5361.344238
	Iteration 20F: 3 clusters Score -7632999 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -7633125.000000 Penalty: 5361.344238
	Iteration 21Q: 3 clusters Score -7633125 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7633216.000000 Penalty: 5361.344238
	Iteration 22Q: 3 clusters Score -7633216 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -7633291.000000 Penalty: 5361.344238
	Iteration 23Q: 3 clusters Score -7633291 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7633355.000000 Penalty: 5361.344238
	Iteration 24Q: 3 clusters Score -7633355 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -7633399.000000 Penalty: 5361.344238
	Iteration 25Q: 3 clusters Score -7633399 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -7633420.000000 Penalty: 5361.344238
	Iteration 26Q: 3 clusters Score -7633420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -7633446.000000 Penalty: 5361.344238
	Iteration 27Q: 3 clusters Score -7633446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -7633468.000000 Penalty: 5361.344238
	Iteration 28Q: 3 clusters Score -7633468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -7633473.000000 Penalty: 5361.344238
	Iteration 29Q: 3 clusters Score -7633473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7633473.000000 Penalty: 5361.344238
	Iteration 30Q: 3 clusters Score -7633473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -7633473.500000 Penalty: 5361.344238
	Iteration 31Q: 3 clusters Score -7633474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -7633477.500000 Penalty: 5361.344238
	Iteration 32Q: 3 clusters Score -7633478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -7633482.500000 Penalty: 5361.344238
	Iteration 33Q: 3 clusters Score -7633482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -7633483.500000 Penalty: 5361.344238
	Iteration 34Q: 3 clusters Score -7633484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -7633481.000000 Penalty: 5361.344238
	Iteration 35Q: 3 clusters Score -7633481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -7633492.000000 Penalty: 5361.344238
	Iteration 36Q: 3 clusters Score -7633492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -7633489.500000 Penalty: 5361.344238
	Iteration 37Q: 3 clusters Score -7633490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -7633493.000000 Penalty: 5361.344238
	Iteration 38Q: 3 clusters Score -7633493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -7633494.000000 Penalty: 5361.344238
	Iteration 39Q: 3 clusters Score -7633494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -7633490.500000 Penalty: 5361.344238
	Iteration 40F: 3 clusters Score -7633490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -7633496.000000 Penalty: 5361.344238
	Iteration 41Q: 3 clusters Score -7633496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -7633497.500000 Penalty: 5361.344238
	Iteration 42Q: 3 clusters Score -7633498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -7633496.500000 Penalty: 5361.344238
	Iteration 43Q: 3 clusters Score -7633496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -7633504.000000 Penalty: 5361.344238
	Iteration 44Q: 3 clusters Score -7633504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -7633504.500000 Penalty: 5361.344238
	Iteration 45Q: 3 clusters Score -7633504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -7633505.500000 Penalty: 5361.344238
	Iteration 46Q: 3 clusters Score -7633506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7633508.500000 Penalty: 5361.344238
	Iteration 47Q: 3 clusters Score -7633508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -7633514.500000 Penalty: 5361.344238
	Iteration 48Q: 3 clusters Score -7633514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -7633514.500000 Penalty: 5361.344238
	Iteration 49F: 3 clusters Score -7633514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -215083.687500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215083.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -215543.531250 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215543.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215769.812500 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215769.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -215898.562500 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -215898.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215990.453125 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -215990.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -216061.343750 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -216061.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -216110.828125 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -216110.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216149.046875 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -216149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -216183.000000 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -216183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216206.390625 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -216206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216221.656250 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -216221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216235.046875 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -216235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -216242.640625 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -216242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -216244.984375 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -216245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -216245.531250 Penalty: 3613.951172
	Iteration 14F: 3 clusters Score -216245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216247.890625 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -216247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -216247.890625 Penalty: 3613.951172
	Iteration 16F: 3 clusters Score -216247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
Score: -1952876.750000 Penalty: 2348.581299
	Iteration 0F: 2 clusters Score -1952877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1943334.750000 Penalty: 4697.162598
	Iteration 0F: 3 clusters Score -1943335 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1946256.125000 Penalty: 4697.162598
	Iteration 1F: 3 clusters Score -1946256 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1946752.000000 Penalty: 4697.162598
	Iteration 2F: 3 clusters Score -1946752 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1947367.500000 Penalty: 4697.162598
	Iteration 3F: 3 clusters Score -1947368 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1947993.750000 Penalty: 4697.162598
	Iteration 4F: 3 clusters Score -1947994 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1948656.875000 Penalty: 4697.162598
	Iteration 5F: 3 clusters Score -1948657 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1949357.875000 Penalty: 4697.162598
	Iteration 6F: 3 clusters Score -1949358 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1949991.500000 Penalty: 4697.162598
	Iteration 7F: 3 clusters Score -1949992 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1950571.375000 Penalty: 4697.162598
	Iteration 8F: 3 clusters Score -1950571 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1951054.375000 Penalty: 4697.162598
	Iteration 9Q: 3 clusters Score -1951054 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1951441.750000 Penalty: 4697.162598
	Iteration 10Q: 3 clusters Score -1951442 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1951713.500000 Penalty: 4697.162598
	Iteration 11Q: 3 clusters Score -1951714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1951853.500000 Penalty: 4697.162598
	Iteration 12Q: 3 clusters Score -1951854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1951931.000000 Penalty: 4697.162598
	Iteration 13Q: 3 clusters Score -1951931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1951973.125000 Penalty: 4697.162598
	Iteration 14Q: 3 clusters Score -1951973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1951994.875000 Penalty: 4697.162598
	Iteration 15Q: 3 clusters Score -1951995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1952010.250000 Penalty: 4697.162598
	Iteration 16Q: 3 clusters Score -1952010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1952017.000000 Penalty: 4697.162598
	Iteration 17Q: 3 clusters Score -1952017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1952019.125000 Penalty: 4697.162598
	Iteration 18Q: 3 clusters Score -1952019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1952019.125000 Penalty: 4697.162598
	Iteration 19Q: 3 clusters Score -1952019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1952020.750000 Penalty: 4697.162598
	Iteration 20F: 3 clusters Score -1952021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1952019.375000 Penalty: 4697.162598
	Iteration 21Q: 3 clusters Score -1952019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1952017.875000 Penalty: 4697.162598
	Iteration 22Q: 3 clusters Score -1952018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1952018.500000 Penalty: 4697.162598
	Iteration 23Q: 3 clusters Score -1952018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1952020.875000 Penalty: 4697.162598
	Iteration 24Q: 3 clusters Score -1952021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1952022.375000 Penalty: 4697.162598
	Iteration 25Q: 3 clusters Score -1952022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1952024.375000 Penalty: 4697.162598
	Iteration 26Q: 3 clusters Score -1952024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1952024.000000 Penalty: 4697.162598
	Iteration 27Q: 3 clusters Score -1952024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1952024.000000 Penalty: 4697.162598
	Iteration 28F: 3 clusters Score -1952024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Entering Unmasked Estep 
Score: -1488357.875000 Penalty: 2280.642822
	Iteration 0F: 2 clusters Score -1488358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1480832.750000 Penalty: 4561.285645
	Iteration 0F: 3 clusters Score -1480833 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1483251.875000 Penalty: 4561.285645
	Iteration 1F: 3 clusters Score -1483252 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1483949.000000 Penalty: 4561.285645
	Iteration 2F: 3 clusters Score -1483949 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1484605.250000 Penalty: 4561.285645
	Iteration 3F: 3 clusters Score -1484605 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1485177.750000 Penalty: 4561.285645
	Iteration 4F: 3 clusters Score -1485178 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1485619.125000 Penalty: 4561.285645
	Iteration 5F: 3 clusters Score -1485619 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1485978.250000 Penalty: 4561.285645
	Iteration 6F: 3 clusters Score -1485978 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1486293.875000 Penalty: 4561.285645
	Iteration 7Q: 3 clusters Score -1486294 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1486611.375000 Penalty: 4561.285645
	Iteration 8Q: 3 clusters Score -1486611 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1486952.250000 Penalty: 4561.285645
	Iteration 9Q: 3 clusters Score -1486952 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1487255.125000 Penalty: 4561.285645
	Iteration 10Q: 3 clusters Score -1487255 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1487517.125000 Penalty: 4561.285645
	Iteration 11Q: 3 clusters Score -1487517 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1487735.500000 Penalty: 4561.285645
	Iteration 12Q: 3 clusters Score -1487736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1487856.000000 Penalty: 4561.285645
	Iteration 13Q: 3 clusters Score -1487856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1487922.500000 Penalty: 4561.285645
	Iteration 14Q: 3 clusters Score -1487922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1487978.875000 Penalty: 4561.285645
	Iteration 15Q: 3 clusters Score -1487979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1488008.125000 Penalty: 4561.285645
	Iteration 16Q: 3 clusters Score -1488008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1488028.500000 Penalty: 4561.285645
	Iteration 17Q: 3 clusters Score -1488028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1488045.250000 Penalty: 4561.285645
	Iteration 18Q: 3 clusters Score -1488045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1488066.625000 Penalty: 4561.285645
	Iteration 19Q: 3 clusters Score -1488067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1488091.125000 Penalty: 4561.285645
	Iteration 20F: 3 clusters Score -1488091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1488100.750000 Penalty: 4561.285645
	Iteration 21Q: 3 clusters Score -1488101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1488111.000000 Penalty: 4561.285645
	Iteration 22Q: 3 clusters Score -1488111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1488116.000000 Penalty: 4561.285645
	Iteration 23Q: 3 clusters Score -1488116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1488122.500000 Penalty: 4561.285645
	Iteration 24Q: 3 clusters Score -1488122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1488131.500000 Penalty: 4561.285645
	Iteration 25Q: 3 clusters Score -1488132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1488133.500000 Penalty: 4561.285645
	Iteration 26Q: 3 clusters Score -1488134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1488135.500000 Penalty: 4561.285645
	Iteration 27Q: 3 clusters Score -1488136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1488137.750000 Penalty: 4561.285645
	Iteration 28Q: 3 clusters Score -1488138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1488138.500000 Penalty: 4561.285645
	Iteration 29Q: 3 clusters Score -1488138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1488138.625000 Penalty: 4561.285645
	Iteration 30Q: 3 clusters Score -1488139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1488138.625000 Penalty: 4561.285645
	Iteration 31F: 3 clusters Score -1488139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -1041742.437500 Penalty: 2195.425537
	Iteration 0F: 2 clusters Score -1041742 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 3475 members 
Entering Unmasked Estep 
Score: -1035983.937500 Penalty: 4390.851074
	Iteration 0F: 3 clusters Score -1035984 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1037566.187500 Penalty: 4390.851074
	Iteration 1F: 3 clusters Score -1037566 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1037949.812500 Penalty: 4390.851074
	Iteration 2F: 3 clusters Score -1037950 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1038278.062500 Penalty: 4390.851074
	Iteration 3F: 3 clusters Score -1038278 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1038611.312500 Penalty: 4390.851074
	Iteration 4F: 3 clusters Score -1038611 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1038963.812500 Penalty: 4390.851074
	Iteration 5F: 3 clusters Score -1038964 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1039239.062500 Penalty: 4390.851074
	Iteration 6F: 3 clusters Score -1039239 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1039440.500000 Penalty: 4390.851074
	Iteration 7Q: 3 clusters Score -1039440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1039599.937500 Penalty: 4390.851074
	Iteration 8Q: 3 clusters Score -1039600 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1039749.187500 Penalty: 4390.851074
	Iteration 9Q: 3 clusters Score -1039749 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1039875.375000 Penalty: 4390.851074
	Iteration 10Q: 3 clusters Score -1039875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1039978.125000 Penalty: 4390.851074
	Iteration 11Q: 3 clusters Score -1039978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1040060.625000 Penalty: 4390.851074
	Iteration 12Q: 3 clusters Score -1040061 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1040159.312500 Penalty: 4390.851074
	Iteration 13Q: 3 clusters Score -1040159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1040236.937500 Penalty: 4390.851074
	Iteration 14Q: 3 clusters Score -1040237 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1040311.437500 Penalty: 4390.851074
	Iteration 15Q: 3 clusters Score -1040311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1040380.187500 Penalty: 4390.851074
	Iteration 16Q: 3 clusters Score -1040380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1040425.937500 Penalty: 4390.851074
	Iteration 17Q: 3 clusters Score -1040426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1040461.937500 Penalty: 4390.851074
	Iteration 18Q: 3 clusters Score -1040462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1040508.125000 Penalty: 4390.851074
	Iteration 19Q: 3 clusters Score -1040508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1040537.125000 Penalty: 4390.851074
	Iteration 20F: 3 clusters Score -1040537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1040554.875000 Penalty: 4390.851074
	Iteration 21Q: 3 clusters Score -1040555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1040575.875000 Penalty: 4390.851074
	Iteration 22Q: 3 clusters Score -1040576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1040595.437500 Penalty: 4390.851074
	Iteration 23Q: 3 clusters Score -1040595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1040620.625000 Penalty: 4390.851074
	Iteration 24Q: 3 clusters Score -1040621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1040643.812500 Penalty: 4390.851074
	Iteration 25Q: 3 clusters Score -1040644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1040677.625000 Penalty: 4390.851074
	Iteration 26Q: 3 clusters Score -1040678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1040732.625000 Penalty: 4390.851074
	Iteration 27Q: 3 clusters Score -1040733 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1040813.062500 Penalty: 4390.851074
	Iteration 28Q: 3 clusters Score -1040813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1040949.937500 Penalty: 4390.851074
	Iteration 29Q: 3 clusters Score -1040950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1041220.625000 Penalty: 4390.851074
	Iteration 30Q: 3 clusters Score -1041221 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1041625.312500 Penalty: 4390.851074
	Iteration 31Q: 3 clusters Score -1041625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1041963.187500 Penalty: 4390.851074
	Iteration 32Q: 3 clusters Score -1041963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1042077.625000 Penalty: 4390.851074
	Iteration 33Q: 3 clusters Score -1042078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1042114.812500 Penalty: 4390.851074
	Iteration 34Q: 3 clusters Score -1042115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1042125.937500 Penalty: 4390.851074
	Iteration 35Q: 3 clusters Score -1042126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1042134.187500 Penalty: 4390.851074
	Iteration 36Q: 3 clusters Score -1042134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1042142.250000 Penalty: 4390.851074
	Iteration 37Q: 3 clusters Score -1042142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1042143.500000 Penalty: 4390.851074
	Iteration 38Q: 3 clusters Score -1042144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1042147.562500 Penalty: 4390.851074
	Iteration 39Q: 3 clusters Score -1042148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1042148.187500 Penalty: 4390.851074
	Iteration 40F: 3 clusters Score -1042148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1042147.125000 Penalty: 4390.851074
	Iteration 41Q: 3 clusters Score -1042147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1042147.000000 Penalty: 4390.851074
	Iteration 42Q: 3 clusters Score -1042147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1042146.625000 Penalty: 4390.851074
	Iteration 43Q: 3 clusters Score -1042147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1042146.625000 Penalty: 4390.851074
	Iteration 44F: 3 clusters Score -1042147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 4057 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 2935 members 
Entering Unmasked Estep 
Score: -120396776.000000 Penalty: 148260.671875
Splitting cluster 22 changes total score from -120397464.000000 to -120396776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (10032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Entering Unmasked Estep 
Score: -1508625.375000 Penalty: 2284.956787
	Iteration 0F: 2 clusters Score -1508625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1500950.250000 Penalty: 4569.913574
	Iteration 0F: 3 clusters Score -1500950 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1503544.625000 Penalty: 4569.913574
	Iteration 1F: 3 clusters Score -1503545 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1504201.250000 Penalty: 4569.913574
	Iteration 2F: 3 clusters Score -1504201 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1504860.875000 Penalty: 4569.913574
	Iteration 3F: 3 clusters Score -1504861 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1505554.750000 Penalty: 4569.913574
	Iteration 4F: 3 clusters Score -1505555 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1506204.375000 Penalty: 4569.913574
	Iteration 5F: 3 clusters Score -1506204 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1506740.625000 Penalty: 4569.913574
	Iteration 6F: 3 clusters Score -1506741 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1507130.750000 Penalty: 4569.913574
	Iteration 7Q: 3 clusters Score -1507131 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1507402.250000 Penalty: 4569.913574
	Iteration 8Q: 3 clusters Score -1507402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1507573.500000 Penalty: 4569.913574
	Iteration 9Q: 3 clusters Score -1507574 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1507659.125000 Penalty: 4569.913574
	Iteration 10Q: 3 clusters Score -1507659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1507703.875000 Penalty: 4569.913574
	Iteration 11Q: 3 clusters Score -1507704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1507728.000000 Penalty: 4569.913574
	Iteration 12Q: 3 clusters Score -1507728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1507752.875000 Penalty: 4569.913574
	Iteration 13Q: 3 clusters Score -1507753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1507762.875000 Penalty: 4569.913574
	Iteration 14Q: 3 clusters Score -1507763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1507766.500000 Penalty: 4569.913574
	Iteration 15Q: 3 clusters Score -1507766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1507773.000000 Penalty: 4569.913574
	Iteration 16Q: 3 clusters Score -1507773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1507784.750000 Penalty: 4569.913574
	Iteration 17Q: 3 clusters Score -1507785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1507793.500000 Penalty: 4569.913574
	Iteration 18Q: 3 clusters Score -1507794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1507797.000000 Penalty: 4569.913574
	Iteration 19Q: 3 clusters Score -1507797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1507801.000000 Penalty: 4569.913574
	Iteration 20F: 3 clusters Score -1507801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1507803.000000 Penalty: 4569.913574
	Iteration 21Q: 3 clusters Score -1507803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1507810.250000 Penalty: 4569.913574
	Iteration 22Q: 3 clusters Score -1507810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1507810.500000 Penalty: 4569.913574
	Iteration 23Q: 3 clusters Score -1507810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1507816.375000 Penalty: 4569.913574
	Iteration 24Q: 3 clusters Score -1507816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1507817.750000 Penalty: 4569.913574
	Iteration 25Q: 3 clusters Score -1507818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1507820.000000 Penalty: 4569.913574
	Iteration 26Q: 3 clusters Score -1507820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1507827.625000 Penalty: 4569.913574
	Iteration 27Q: 3 clusters Score -1507828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1507828.875000 Penalty: 4569.913574
	Iteration 28Q: 3 clusters Score -1507829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1507835.625000 Penalty: 4569.913574
	Iteration 29Q: 3 clusters Score -1507836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1507839.875000 Penalty: 4569.913574
	Iteration 30Q: 3 clusters Score -1507840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1507843.500000 Penalty: 4569.913574
	Iteration 31Q: 3 clusters Score -1507844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1507838.500000 Penalty: 4569.913574
	Iteration 32Q: 3 clusters Score -1507838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1507839.875000 Penalty: 4569.913574
	Iteration 33Q: 3 clusters Score -1507840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1507842.000000 Penalty: 4569.913574
	Iteration 34Q: 3 clusters Score -1507842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1507843.500000 Penalty: 4569.913574
	Iteration 35Q: 3 clusters Score -1507844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1507849.000000 Penalty: 4569.913574
	Iteration 36Q: 3 clusters Score -1507849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1507849.750000 Penalty: 4569.913574
	Iteration 37Q: 3 clusters Score -1507850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1507848.875000 Penalty: 4569.913574
	Iteration 38Q: 3 clusters Score -1507849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1507848.500000 Penalty: 4569.913574
	Iteration 39Q: 3 clusters Score -1507848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1507848.875000 Penalty: 4569.913574
	Iteration 40F: 3 clusters Score -1507849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1507850.125000 Penalty: 4569.913574
	Iteration 41Q: 3 clusters Score -1507850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1507853.000000 Penalty: 4569.913574
	Iteration 42Q: 3 clusters Score -1507853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1507851.125000 Penalty: 4569.913574
	Iteration 43Q: 3 clusters Score -1507851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1507852.875000 Penalty: 4569.913574
	Iteration 44Q: 3 clusters Score -1507853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1507852.500000 Penalty: 4569.913574
	Iteration 45Q: 3 clusters Score -1507852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1507852.750000 Penalty: 4569.913574
	Iteration 46Q: 3 clusters Score -1507853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1507851.250000 Penalty: 4569.913574
	Iteration 47Q: 3 clusters Score -1507851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1507850.750000 Penalty: 4569.913574
	Iteration 48Q: 3 clusters Score -1507851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1507850.750000 Penalty: 4569.913574
	Iteration 49F: 3 clusters Score -1507851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Entering Unmasked Estep 
Score: -9601596.000000 Penalty: 2734.701172
	Iteration 0F: 2 clusters Score -9601596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -9560264.000000 Penalty: 5469.402344
	Iteration 0F: 3 clusters Score -9560264 nChanged 28704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -9576856.000000 Penalty: 5469.402344
	Iteration 1F: 3 clusters Score -9576856 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -9578186.000000 Penalty: 5469.402344
	Iteration 2F: 3 clusters Score -9578186 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -9579989.000000 Penalty: 5469.402344
	Iteration 3F: 3 clusters Score -9579989 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -9582158.000000 Penalty: 5469.402344
	Iteration 4F: 3 clusters Score -9582158 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -9584410.000000 Penalty: 5469.402344
	Iteration 5F: 3 clusters Score -9584410 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -9586359.000000 Penalty: 5469.402344
	Iteration 6F: 3 clusters Score -9586359 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -9587935.000000 Penalty: 5469.402344
	Iteration 7F: 3 clusters Score -9587935 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -9589225.000000 Penalty: 5469.402344
	Iteration 8Q: 3 clusters Score -9589225 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9590377.000000 Penalty: 5469.402344
	Iteration 9Q: 3 clusters Score -9590377 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9591434.000000 Penalty: 5469.402344
	Iteration 10Q: 3 clusters Score -9591434 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -9592695.000000 Penalty: 5469.402344
	Iteration 11Q: 3 clusters Score -9592695 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -9594130.000000 Penalty: 5469.402344
	Iteration 12Q: 3 clusters Score -9594130 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -9595558.000000 Penalty: 5469.402344
	Iteration 13Q: 3 clusters Score -9595558 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -9596796.000000 Penalty: 5469.402344
	Iteration 14Q: 3 clusters Score -9596796 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -9597712.000000 Penalty: 5469.402344
	Iteration 15Q: 3 clusters Score -9597712 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -9598246.000000 Penalty: 5469.402344
	Iteration 16Q: 3 clusters Score -9598246 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -9598587.000000 Penalty: 5469.402344
	Iteration 17Q: 3 clusters Score -9598587 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -9598817.000000 Penalty: 5469.402344
	Iteration 18Q: 3 clusters Score -9598817 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -9598980.000000 Penalty: 5469.402344
	Iteration 19Q: 3 clusters Score -9598980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -9599069.000000 Penalty: 5469.402344
	Iteration 20F: 3 clusters Score -9599069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -9599108.000000 Penalty: 5469.402344
	Iteration 21Q: 3 clusters Score -9599108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -9599182.000000 Penalty: 5469.402344
	Iteration 22Q: 3 clusters Score -9599182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -9599217.000000 Penalty: 5469.402344
	Iteration 23Q: 3 clusters Score -9599217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -9599243.000000 Penalty: 5469.402344
	Iteration 24Q: 3 clusters Score -9599243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -9599248.000000 Penalty: 5469.402344
	Iteration 25Q: 3 clusters Score -9599248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -9599273.000000 Penalty: 5469.402344
	Iteration 26Q: 3 clusters Score -9599273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -9599291.000000 Penalty: 5469.402344
	Iteration 27Q: 3 clusters Score -9599291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -9599293.000000 Penalty: 5469.402344
	Iteration 28Q: 3 clusters Score -9599293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -9599304.000000 Penalty: 5469.402344
	Iteration 29Q: 3 clusters Score -9599304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -9599304.000000 Penalty: 5469.402344
	Iteration 30Q: 3 clusters Score -9599304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -9599307.000000 Penalty: 5469.402344
	Iteration 31Q: 3 clusters Score -9599307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -9599305.000000 Penalty: 5469.402344
	Iteration 32Q: 3 clusters Score -9599305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -9599309.000000 Penalty: 5469.402344
	Iteration 33Q: 3 clusters Score -9599309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -9599309.000000 Penalty: 5469.402344
	Iteration 34Q: 3 clusters Score -9599309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -9599310.000000 Penalty: 5469.402344
	Iteration 35Q: 3 clusters Score -9599310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -9599310.000000 Penalty: 5469.402344
	Iteration 36F: 3 clusters Score -9599310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Entering Unmasked Estep 
Score: -4399276.000000 Penalty: 2540.773438
	Iteration 0F: 2 clusters Score -4399276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4380080.000000 Penalty: 5081.546875
	Iteration 0F: 3 clusters Score -4380080 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4386817.500000 Penalty: 5081.546875
	Iteration 1F: 3 clusters Score -4386818 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4387229.500000 Penalty: 5081.546875
	Iteration 2Q: 3 clusters Score -4387230 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4387614.500000 Penalty: 5081.546875
	Iteration 3Q: 3 clusters Score -4387614 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4388055.500000 Penalty: 5081.546875
	Iteration 4Q: 3 clusters Score -4388056 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4388667.000000 Penalty: 5081.546875
	Iteration 5Q: 3 clusters Score -4388667 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4389455.500000 Penalty: 5081.546875
	Iteration 6F: 3 clusters Score -4389456 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4390587.000000 Penalty: 5081.546875
	Iteration 7F: 3 clusters Score -4390587 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4392094.000000 Penalty: 5081.546875
	Iteration 8F: 3 clusters Score -4392094 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4393377.500000 Penalty: 5081.546875
	Iteration 9F: 3 clusters Score -4393378 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4394431.000000 Penalty: 5081.546875
	Iteration 10F: 3 clusters Score -4394431 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4395252.000000 Penalty: 5081.546875
	Iteration 11Q: 3 clusters Score -4395252 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4395880.500000 Penalty: 5081.546875
	Iteration 12Q: 3 clusters Score -4395880 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -4396335.500000 Penalty: 5081.546875
	Iteration 13Q: 3 clusters Score -4396336 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4396601.000000 Penalty: 5081.546875
	Iteration 14Q: 3 clusters Score -4396601 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4396769.500000 Penalty: 5081.546875
	Iteration 15Q: 3 clusters Score -4396770 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4396880.500000 Penalty: 5081.546875
	Iteration 16Q: 3 clusters Score -4396880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -4396961.000000 Penalty: 5081.546875
	Iteration 17Q: 3 clusters Score -4396961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4397023.500000 Penalty: 5081.546875
	Iteration 18Q: 3 clusters Score -4397024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4397073.500000 Penalty: 5081.546875
	Iteration 19Q: 3 clusters Score -4397074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4397106.000000 Penalty: 5081.546875
	Iteration 20F: 3 clusters Score -4397106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4397138.500000 Penalty: 5081.546875
	Iteration 21Q: 3 clusters Score -4397138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -4397148.500000 Penalty: 5081.546875
	Iteration 22Q: 3 clusters Score -4397148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4397163.000000 Penalty: 5081.546875
	Iteration 23Q: 3 clusters Score -4397163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4397168.000000 Penalty: 5081.546875
	Iteration 24Q: 3 clusters Score -4397168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4397170.500000 Penalty: 5081.546875
	Iteration 25Q: 3 clusters Score -4397170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4397165.000000 Penalty: 5081.546875
	Iteration 26Q: 3 clusters Score -4397165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4397168.500000 Penalty: 5081.546875
	Iteration 27Q: 3 clusters Score -4397168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4397168.500000 Penalty: 5081.546875
	Iteration 28F: 3 clusters Score -4397168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -1147302.500000 Penalty: 2219.571289
	Iteration 0F: 2 clusters Score -1147302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1141055.625000 Penalty: 4439.142578
	Iteration 0F: 3 clusters Score -1141056 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1142821.125000 Penalty: 4439.142578
	Iteration 1F: 3 clusters Score -1142821 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1143221.500000 Penalty: 4439.142578
	Iteration 2F: 3 clusters Score -1143222 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1143553.625000 Penalty: 4439.142578
	Iteration 3F: 3 clusters Score -1143554 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1143814.625000 Penalty: 4439.142578
	Iteration 4F: 3 clusters Score -1143815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1144031.875000 Penalty: 4439.142578
	Iteration 5Q: 3 clusters Score -1144032 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1144240.875000 Penalty: 4439.142578
	Iteration 6Q: 3 clusters Score -1144241 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1144418.750000 Penalty: 4439.142578
	Iteration 7Q: 3 clusters Score -1144419 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1144603.375000 Penalty: 4439.142578
	Iteration 8Q: 3 clusters Score -1144603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1144782.750000 Penalty: 4439.142578
	Iteration 9Q: 3 clusters Score -1144783 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1144925.750000 Penalty: 4439.142578
	Iteration 10Q: 3 clusters Score -1144926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1145039.625000 Penalty: 4439.142578
	Iteration 11Q: 3 clusters Score -1145040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1145136.750000 Penalty: 4439.142578
	Iteration 12Q: 3 clusters Score -1145137 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1145225.375000 Penalty: 4439.142578
	Iteration 13Q: 3 clusters Score -1145225 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1145295.250000 Penalty: 4439.142578
	Iteration 14Q: 3 clusters Score -1145295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1145360.625000 Penalty: 4439.142578
	Iteration 15Q: 3 clusters Score -1145361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1145414.750000 Penalty: 4439.142578
	Iteration 16Q: 3 clusters Score -1145415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1145459.375000 Penalty: 4439.142578
	Iteration 17Q: 3 clusters Score -1145459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1145500.375000 Penalty: 4439.142578
	Iteration 18Q: 3 clusters Score -1145500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1145538.000000 Penalty: 4439.142578
	Iteration 19Q: 3 clusters Score -1145538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1145562.750000 Penalty: 4439.142578
	Iteration 20F: 3 clusters Score -1145563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1145591.625000 Penalty: 4439.142578
	Iteration 21Q: 3 clusters Score -1145592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1145607.875000 Penalty: 4439.142578
	Iteration 22Q: 3 clusters Score -1145608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1145626.750000 Penalty: 4439.142578
	Iteration 23Q: 3 clusters Score -1145627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1145641.500000 Penalty: 4439.142578
	Iteration 24Q: 3 clusters Score -1145642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1145652.500000 Penalty: 4439.142578
	Iteration 25Q: 3 clusters Score -1145652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1145663.250000 Penalty: 4439.142578
	Iteration 26Q: 3 clusters Score -1145663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1145669.875000 Penalty: 4439.142578
	Iteration 27Q: 3 clusters Score -1145670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1145672.000000 Penalty: 4439.142578
	Iteration 28Q: 3 clusters Score -1145672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1145677.000000 Penalty: 4439.142578
	Iteration 29Q: 3 clusters Score -1145677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1145680.000000 Penalty: 4439.142578
	Iteration 30Q: 3 clusters Score -1145680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1145681.125000 Penalty: 4439.142578
	Iteration 31Q: 3 clusters Score -1145681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1145681.625000 Penalty: 4439.142578
	Iteration 32Q: 3 clusters Score -1145682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1145688.125000 Penalty: 4439.142578
	Iteration 33Q: 3 clusters Score -1145688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1145689.875000 Penalty: 4439.142578
	Iteration 34Q: 3 clusters Score -1145690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1145691.500000 Penalty: 4439.142578
	Iteration 35Q: 3 clusters Score -1145692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1145690.500000 Penalty: 4439.142578
	Iteration 36Q: 3 clusters Score -1145690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1145692.500000 Penalty: 4439.142578
	Iteration 37Q: 3 clusters Score -1145692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1145693.000000 Penalty: 4439.142578
	Iteration 38Q: 3 clusters Score -1145693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1145693.000000 Penalty: 4439.142578
	Iteration 39F: 3 clusters Score -1145693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -160413.500000 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -160413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -158426.781250 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -158426.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -158755.468750 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -158755.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -158842.625000 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -158842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -158873.312500 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -158873.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -158888.437500 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -158888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158902.390625 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -158902.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -158917.312500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -158917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158926.500000 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -158926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158937.421875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -158937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -158944.671875 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -158944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158952.609375 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -158952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -158963.593750 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -158963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -158971.484375 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -158971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158978.562500 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -158978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -158987.625000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -158987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158991.140625 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -158991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -158991.140625 Penalty: 3463.500000
	Iteration 16F: 3 clusters Score -158991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -177285.656250 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -177285.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175229.578125 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -175229.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -175563.453125 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -175563.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175696.640625 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -175696.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175793.578125 Penalty: 3515.850830
	Iteration 3Q: 3 clusters Score -175793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -175855.218750 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -175855.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175947.593750 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -175947.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176112.015625 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -176112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176240.156250 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -176240.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -176324.453125 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -176324.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176419.968750 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -176420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176636.687500 Penalty: 3515.850830
	Iteration 10F: 3 clusters Score -176636.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -176946.484375 Penalty: 3515.850830
	Iteration 11F: 3 clusters Score -176946.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177238.140625 Penalty: 3515.850830
	Iteration 12F: 3 clusters Score -177238.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177455.000000 Penalty: 3515.850830
	Iteration 13F: 3 clusters Score -177455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177584.593750 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -177584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177674.562500 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -177674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177710.859375 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -177710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177720.734375 Penalty: 3515.850830
	Iteration 17Q: 3 clusters Score -177720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177723.468750 Penalty: 3515.850830
	Iteration 18Q: 3 clusters Score -177723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177723.468750 Penalty: 3515.850830
	Iteration 19F: 3 clusters Score -177723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 813 members 
Entering Unmasked Estep 
Score: -120396248.000000 Penalty: 148260.671875
Splitting cluster 28 changes total score from -120397464.000000 to -120396248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 232 members 
Entering Unmasked Estep 
Score: -67461.812500 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67461.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67604.453125 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67604.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67644.171875 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67644.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67672.109375 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67672.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67681.031250 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67681.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67684.265625 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67684.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67684.265625 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -67684.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -183752.171875 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183752.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -184179.625000 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184179.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184436.750000 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184436.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -184742.296875 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184742.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -185021.015625 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -185021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185309.796875 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -185309.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -185521.937500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -185521.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185668.546875 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185668.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -185756.671875 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185756.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185815.359375 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185815.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185853.546875 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185853.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185885.937500 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185903.546875 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185921.187500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185946.046875 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185957.484375 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -185964.046875 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185965.656250 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -185965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185965.906250 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -185965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185965.906250 Penalty: 3579.852051
	Iteration 19F: 3 clusters Score -185965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 815 members 
Entering Unmasked Estep 
Score: -120395976.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120397464.000000 to -120395976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Entering Unmasked Estep 
Score: -9695204.000000 Penalty: 2739.456787
	Iteration 0F: 2 clusters Score -9695204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -9653201.000000 Penalty: 5478.913574
	Iteration 0F: 3 clusters Score -9653201 nChanged 29238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -9669946.000000 Penalty: 5478.913574
	Iteration 1F: 3 clusters Score -9669946 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9671060.000000 Penalty: 5478.913574
	Iteration 2Q: 3 clusters Score -9671060 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -9672238.000000 Penalty: 5478.913574
	Iteration 3Q: 3 clusters Score -9672238 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -9673907.000000 Penalty: 5478.913574
	Iteration 4F: 3 clusters Score -9673907 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -9676207.000000 Penalty: 5478.913574
	Iteration 5F: 3 clusters Score -9676207 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -9679308.000000 Penalty: 5478.913574
	Iteration 6F: 3 clusters Score -9679308 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9682809.000000 Penalty: 5478.913574
	Iteration 7F: 3 clusters Score -9682809 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -9685983.000000 Penalty: 5478.913574
	Iteration 8F: 3 clusters Score -9685983 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -9688589.000000 Penalty: 5478.913574
	Iteration 9Q: 3 clusters Score -9688589 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -9690415.000000 Penalty: 5478.913574
	Iteration 10Q: 3 clusters Score -9690415 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -9691437.000000 Penalty: 5478.913574
	Iteration 11Q: 3 clusters Score -9691437 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -9692067.000000 Penalty: 5478.913574
	Iteration 12Q: 3 clusters Score -9692067 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -9692376.000000 Penalty: 5478.913574
	Iteration 13Q: 3 clusters Score -9692376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -9692532.000000 Penalty: 5478.913574
	Iteration 14Q: 3 clusters Score -9692532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -9692622.000000 Penalty: 5478.913574
	Iteration 15Q: 3 clusters Score -9692622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -9692692.000000 Penalty: 5478.913574
	Iteration 16Q: 3 clusters Score -9692692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -9692750.000000 Penalty: 5478.913574
	Iteration 17Q: 3 clusters Score -9692750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -9692772.000000 Penalty: 5478.913574
	Iteration 18Q: 3 clusters Score -9692772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -9692787.000000 Penalty: 5478.913574
	Iteration 19Q: 3 clusters Score -9692787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -9692815.000000 Penalty: 5478.913574
	Iteration 20F: 3 clusters Score -9692815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -9692837.000000 Penalty: 5478.913574
	Iteration 21Q: 3 clusters Score -9692837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -9692842.000000 Penalty: 5478.913574
	Iteration 22Q: 3 clusters Score -9692842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9692857.000000 Penalty: 5478.913574
	Iteration 23Q: 3 clusters Score -9692857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -9692877.000000 Penalty: 5478.913574
	Iteration 24Q: 3 clusters Score -9692877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -9692891.000000 Penalty: 5478.913574
	Iteration 25Q: 3 clusters Score -9692891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -9692902.000000 Penalty: 5478.913574
	Iteration 26Q: 3 clusters Score -9692902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -9692910.000000 Penalty: 5478.913574
	Iteration 27Q: 3 clusters Score -9692910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5478.913574
	Iteration 28Q: 3 clusters Score -9692912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -9692912.000000 Penalty: 5478.913574
	Iteration 29Q: 3 clusters Score -9692912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -9692909.000000 Penalty: 5478.913574
	Iteration 30Q: 3 clusters Score -9692909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692908.000000 Penalty: 5478.913574
	Iteration 31Q: 3 clusters Score -9692908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9692910.000000 Penalty: 5478.913574
	Iteration 32Q: 3 clusters Score -9692910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9692917.000000 Penalty: 5478.913574
	Iteration 33Q: 3 clusters Score -9692917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692917.000000 Penalty: 5478.913574
	Iteration 34Q: 3 clusters Score -9692917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692920.000000 Penalty: 5478.913574
	Iteration 35Q: 3 clusters Score -9692920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -9692928.000000 Penalty: 5478.913574
	Iteration 36Q: 3 clusters Score -9692928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9692926.000000 Penalty: 5478.913574
	Iteration 37Q: 3 clusters Score -9692926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9692927.000000 Penalty: 5478.913574
	Iteration 38Q: 3 clusters Score -9692927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692927.000000 Penalty: 5478.913574
	Iteration 39Q: 3 clusters Score -9692927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9692928.000000 Penalty: 5478.913574
	Iteration 40F: 3 clusters Score -9692928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692927.000000 Penalty: 5478.913574
	Iteration 41Q: 3 clusters Score -9692927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9692927.000000 Penalty: 5478.913574
	Iteration 42F: 3 clusters Score -9692927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (52325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Entering Unmasked Estep 
Score: -8276350.500000 Penalty: 2694.576904
	Iteration 0F: 2 clusters Score -8276350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -8241343.000000 Penalty: 5389.153809
	Iteration 0F: 3 clusters Score -8241343 nChanged 24135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8255025.000000 Penalty: 5389.153809
	Iteration 1F: 3 clusters Score -8255025 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8255638.000000 Penalty: 5389.153809
	Iteration 2Q: 3 clusters Score -8255638 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -8256401.500000 Penalty: 5389.153809
	Iteration 3Q: 3 clusters Score -8256402 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -8257437.500000 Penalty: 5389.153809
	Iteration 4Q: 3 clusters Score -8257438 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -8258913.000000 Penalty: 5389.153809
	Iteration 5F: 3 clusters Score -8258913 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -8260953.500000 Penalty: 5389.153809
	Iteration 6F: 3 clusters Score -8260954 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -8263635.000000 Penalty: 5389.153809
	Iteration 7F: 3 clusters Score -8263635 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8266682.000000 Penalty: 5389.153809
	Iteration 8F: 3 clusters Score -8266682 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -8269320.000000 Penalty: 5389.153809
	Iteration 9F: 3 clusters Score -8269320 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -8270842.000000 Penalty: 5389.153809
	Iteration 10Q: 3 clusters Score -8270842 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -8271538.500000 Penalty: 5389.153809
	Iteration 11Q: 3 clusters Score -8271538 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8271965.000000 Penalty: 5389.153809
	Iteration 12Q: 3 clusters Score -8271965 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -8272285.000000 Penalty: 5389.153809
	Iteration 13Q: 3 clusters Score -8272285 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -8272550.500000 Penalty: 5389.153809
	Iteration 14Q: 3 clusters Score -8272550 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -8272721.500000 Penalty: 5389.153809
	Iteration 15Q: 3 clusters Score -8272722 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8272871.500000 Penalty: 5389.153809
	Iteration 16Q: 3 clusters Score -8272872 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -8273010.500000 Penalty: 5389.153809
	Iteration 17Q: 3 clusters Score -8273010 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -8273078.000000 Penalty: 5389.153809
	Iteration 18Q: 3 clusters Score -8273078 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -8273155.000000 Penalty: 5389.153809
	Iteration 19Q: 3 clusters Score -8273155 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8273199.000000 Penalty: 5389.153809
	Iteration 20F: 3 clusters Score -8273199 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8273243.000000 Penalty: 5389.153809
	Iteration 21Q: 3 clusters Score -8273243 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8273295.000000 Penalty: 5389.153809
	Iteration 22Q: 3 clusters Score -8273295 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -8273332.000000 Penalty: 5389.153809
	Iteration 23Q: 3 clusters Score -8273332 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8273342.000000 Penalty: 5389.153809
	Iteration 24Q: 3 clusters Score -8273342 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8273373.500000 Penalty: 5389.153809
	Iteration 25Q: 3 clusters Score -8273374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8273405.500000 Penalty: 5389.153809
	Iteration 26Q: 3 clusters Score -8273406 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8273425.000000 Penalty: 5389.153809
	Iteration 27Q: 3 clusters Score -8273425 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8273458.000000 Penalty: 5389.153809
	Iteration 28Q: 3 clusters Score -8273458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8273457.500000 Penalty: 5389.153809
	Iteration 29Q: 3 clusters Score -8273458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -8273481.000000 Penalty: 5389.153809
	Iteration 30Q: 3 clusters Score -8273481 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8273492.000000 Penalty: 5389.153809
	Iteration 31Q: 3 clusters Score -8273492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8273508.500000 Penalty: 5389.153809
	Iteration 32Q: 3 clusters Score -8273508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -8273512.500000 Penalty: 5389.153809
	Iteration 33Q: 3 clusters Score -8273512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8273515.000000 Penalty: 5389.153809
	Iteration 34Q: 3 clusters Score -8273515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8273503.000000 Penalty: 5389.153809
	Iteration 35Q: 3 clusters Score -8273503 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8273520.500000 Penalty: 5389.153809
	Iteration 36Q: 3 clusters Score -8273520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8273525.500000 Penalty: 5389.153809
	Iteration 37Q: 3 clusters Score -8273526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -8273527.000000 Penalty: 5389.153809
	Iteration 38Q: 3 clusters Score -8273527 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8273567.500000 Penalty: 5389.153809
	Iteration 39Q: 3 clusters Score -8273568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8273596.500000 Penalty: 5389.153809
	Iteration 40F: 3 clusters Score -8273596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -8273591.500000 Penalty: 5389.153809
	Iteration 41Q: 3 clusters Score -8273592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8273617.000000 Penalty: 5389.153809
	Iteration 42Q: 3 clusters Score -8273617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8273635.000000 Penalty: 5389.153809
	Iteration 43Q: 3 clusters Score -8273635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -8273642.500000 Penalty: 5389.153809
	Iteration 44Q: 3 clusters Score -8273642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8273655.000000 Penalty: 5389.153809
	Iteration 45Q: 3 clusters Score -8273655 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8273658.500000 Penalty: 5389.153809
	Iteration 46Q: 3 clusters Score -8273658 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8273674 nChanged 124
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Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8273696 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 43752 members 
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	Iteration 50Q: 3 clusters Score -8273684 nChanged 137
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8273686 nChanged 129
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8273728 nChanged 120
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Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8273726 nChanged 113
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Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8273730 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8273744 nChanged 101
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Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 44444 members 
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	Iteration 56Q: 3 clusters Score -8273767 nChanged 108
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 44552 members 
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	Iteration 57Q: 3 clusters Score -8273792 nChanged 95
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Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8273800 nChanged 90
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Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8273806 nChanged 82
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8273810 nChanged 83
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8273820 nChanged 83
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Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8273822 nChanged 86
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Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8273831 nChanged 76
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	Iteration 64Q: 3 clusters Score -8273845 nChanged 69
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Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 45214 members 
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	Iteration 65Q: 3 clusters Score -8273864 nChanged 85
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Mstep: Class 1 contains 7026 members 
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	Iteration 66Q: 3 clusters Score -8273896 nChanged 86
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Mstep: Class 1 contains 6940 members 
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	Iteration 67Q: 3 clusters Score -8273907 nChanged 72
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Mstep: Class 1 contains 6868 members 
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	Iteration 68Q: 3 clusters Score -8273914 nChanged 79
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Mstep: Class 1 contains 6789 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8273923 nChanged 73
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Mstep: Class 1 contains 6716 members 
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	Iteration 70Q: 3 clusters Score -8273915 nChanged 69
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Mstep: Class 1 contains 6647 members 
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	Iteration 71Q: 3 clusters Score -8273926 nChanged 72
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Mstep: Class 1 contains 6575 members 
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	Iteration 72Q: 3 clusters Score -8273942 nChanged 65
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Mstep: Class 1 contains 6510 members 
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	Iteration 73Q: 3 clusters Score -8273972 nChanged 60
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Mstep: Class 1 contains 6450 members 
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	Iteration 74Q: 3 clusters Score -8273979 nChanged 58
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Mstep: Class 1 contains 6392 members 
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	Iteration 75Q: 3 clusters Score -8273982 nChanged 66
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Mstep: Class 1 contains 6326 members 
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	Iteration 76Q: 3 clusters Score -8273976 nChanged 67
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Mstep: Class 1 contains 6259 members 
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	Iteration 77Q: 3 clusters Score -8273981 nChanged 66
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Mstep: Class 1 contains 6193 members 
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	Iteration 78Q: 3 clusters Score -8273991 nChanged 53
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Mstep: Class 1 contains 6142 members 
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	Iteration 79Q: 3 clusters Score -8273982 nChanged 53
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Mstep: Class 1 contains 6089 members 
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	Iteration 80F: 3 clusters Score -8273980 nChanged 44
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Mstep: Class 1 contains 6045 members 
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	Iteration 81Q: 3 clusters Score -8273986 nChanged 45
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Mstep: Class 2 contains 46325 members 
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	Iteration 82Q: 3 clusters Score -8274006 nChanged 39
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Mstep: Class 1 contains 5961 members 
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	Iteration 83Q: 3 clusters Score -8274014 nChanged 38
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Mstep: Class 1 contains 5923 members 
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	Iteration 84Q: 3 clusters Score -8274012 nChanged 38
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Mstep: Class 1 contains 5885 members 
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	Iteration 85Q: 3 clusters Score -8274016 nChanged 38
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Mstep: Class 1 contains 5847 members 
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	Iteration 86Q: 3 clusters Score -8274014 nChanged 32
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Mstep: Class 1 contains 5815 members 
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	Iteration 87Q: 3 clusters Score -8274010 nChanged 27
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 46537 members 
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	Iteration 88Q: 3 clusters Score -8274018 nChanged 30
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 46567 members 
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	Iteration 89Q: 3 clusters Score -8274034 nChanged 27
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 46594 members 
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	Iteration 90Q: 3 clusters Score -8274032 nChanged 24
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Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 46618 members 
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	Iteration 91Q: 3 clusters Score -8274026 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 46646 members 
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	Iteration 92Q: 3 clusters Score -8274024 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 46683 members 
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	Iteration 93Q: 3 clusters Score -8274044 nChanged 35
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 46718 members 
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	Iteration 94Q: 3 clusters Score -8274050 nChanged 27
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Mstep: Class 1 contains 5580 members 
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	Iteration 95Q: 3 clusters Score -8274048 nChanged 22
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 46767 members 
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	Iteration 96Q: 3 clusters Score -8274046 nChanged 27
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Mstep: Class 1 contains 5531 members 
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	Iteration 97Q: 3 clusters Score -8274034 nChanged 30
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 46822 members 
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	Iteration 98Q: 3 clusters Score -8274037 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 46843 members 
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	Iteration 99Q: 3 clusters Score -8274040 nChanged 25
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Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 46868 members 
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	Iteration 100F: 3 clusters Score -8274038 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 46891 members 
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	Iteration 101Q: 3 clusters Score -8274018 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8274022 nChanged 19
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Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 46928 members 
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	Iteration 103Q: 3 clusters Score -8274035 nChanged 21
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Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 46949 members 
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	Iteration 104Q: 3 clusters Score -8274034 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8274023 nChanged 15
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Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 46985 members 
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	Iteration 106Q: 3 clusters Score -8274026 nChanged 14
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8274014 nChanged 18
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Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 47017 members 
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	Iteration 108Q: 3 clusters Score -8274026 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8274029 nChanged 19
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Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8274040 nChanged 22
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Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 47079 members 
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	Iteration 111Q: 3 clusters Score -8274030 nChanged 23
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 47102 members 
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	Iteration 112Q: 3 clusters Score -8274039 nChanged 17
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8274044 nChanged 14
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8274046 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8274040 nChanged 13
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8274046 nChanged 14
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8274036 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8274046 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8274052 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8274049 nChanged 25
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8274075 nChanged 21
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8274068 nChanged 29
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8274070 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 47311 members 
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	Iteration 124Q: 3 clusters Score -8274070 nChanged 13
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 47322 members 
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	Iteration 125Q: 3 clusters Score -8274067 nChanged 10
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Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8274057 nChanged 10
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Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8274058 nChanged 6
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Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8274062 nChanged 3
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Mstep: Class 1 contains 4978 members 
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	Iteration 129Q: 3 clusters Score -8274060 nChanged 3
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	Iteration 130Q: 3 clusters Score -8274064 nChanged 2
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8274063 nChanged 3
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8274067 nChanged 2
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Mstep: Class 1 contains 4968 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8274068 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4965 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8274066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8274062 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8274064 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8274072 nChanged 0
Entering Unmasked Mstep 
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	Iteration 138F: 3 clusters Score -8274072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -92990.375000 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -92990.38 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 379 members 
Entering Unmasked Estep 
Score: -91545.468750 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -91545.47 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92056.789062 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -92056.79 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92408.812500 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -92408.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92660.789062 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -92660.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92872.289062 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -92872.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -93031.406250 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -93031.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93153.875000 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -93153.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -93171.242188 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -93171.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93185.929688 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -93185.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -93191.929688 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -93191.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93221.476562 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -93221.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93306.015625 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -93306.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93306.015625 Penalty: 3264.684326
	Iteration 12F: 3 clusters Score -93306.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 166 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 556 members 
Entering Unmasked Estep 
Score: -120396128.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120397464.000000 to -120396128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (20064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Entering Unmasked Estep 
Score: -3141698.250000 Penalty: 2456.857178
	Iteration 0F: 2 clusters Score -3141698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3127570.000000 Penalty: 4913.714355
	Iteration 0F: 3 clusters Score -3127570 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3132565.000000 Penalty: 4913.714355
	Iteration 1F: 3 clusters Score -3132565 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3133362.750000 Penalty: 4913.714355
	Iteration 2F: 3 clusters Score -3133363 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3134350.500000 Penalty: 4913.714355
	Iteration 3F: 3 clusters Score -3134350 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3135465.750000 Penalty: 4913.714355
	Iteration 4F: 3 clusters Score -3135466 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3136588.000000 Penalty: 4913.714355
	Iteration 5F: 3 clusters Score -3136588 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3137565.000000 Penalty: 4913.714355
	Iteration 6F: 3 clusters Score -3137565 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3138221.000000 Penalty: 4913.714355
	Iteration 7Q: 3 clusters Score -3138221 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3138668.000000 Penalty: 4913.714355
	Iteration 8Q: 3 clusters Score -3138668 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3138972.750000 Penalty: 4913.714355
	Iteration 9Q: 3 clusters Score -3138973 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3139162.750000 Penalty: 4913.714355
	Iteration 10Q: 3 clusters Score -3139163 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3139283.500000 Penalty: 4913.714355
	Iteration 11Q: 3 clusters Score -3139284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3139363.000000 Penalty: 4913.714355
	Iteration 12Q: 3 clusters Score -3139363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3139427.250000 Penalty: 4913.714355
	Iteration 13Q: 3 clusters Score -3139427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3139504.500000 Penalty: 4913.714355
	Iteration 14Q: 3 clusters Score -3139504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3139533.250000 Penalty: 4913.714355
	Iteration 15Q: 3 clusters Score -3139533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3139554.750000 Penalty: 4913.714355
	Iteration 16Q: 3 clusters Score -3139555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3139567.000000 Penalty: 4913.714355
	Iteration 17Q: 3 clusters Score -3139567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3139580.500000 Penalty: 4913.714355
	Iteration 18Q: 3 clusters Score -3139580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3139592.750000 Penalty: 4913.714355
	Iteration 19Q: 3 clusters Score -3139593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3139601.500000 Penalty: 4913.714355
	Iteration 20F: 3 clusters Score -3139602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3139609.000000 Penalty: 4913.714355
	Iteration 21Q: 3 clusters Score -3139609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3139623.500000 Penalty: 4913.714355
	Iteration 22Q: 3 clusters Score -3139624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3139638.500000 Penalty: 4913.714355
	Iteration 23Q: 3 clusters Score -3139638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3139651.500000 Penalty: 4913.714355
	Iteration 24Q: 3 clusters Score -3139652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3139660.000000 Penalty: 4913.714355
	Iteration 25Q: 3 clusters Score -3139660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3139665.250000 Penalty: 4913.714355
	Iteration 26Q: 3 clusters Score -3139665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3139680.000000 Penalty: 4913.714355
	Iteration 27Q: 3 clusters Score -3139680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3139681.500000 Penalty: 4913.714355
	Iteration 28Q: 3 clusters Score -3139682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3139688.500000 Penalty: 4913.714355
	Iteration 29Q: 3 clusters Score -3139688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3139692.750000 Penalty: 4913.714355
	Iteration 30Q: 3 clusters Score -3139693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3139697.500000 Penalty: 4913.714355
	Iteration 31Q: 3 clusters Score -3139698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3139696.000000 Penalty: 4913.714355
	Iteration 32Q: 3 clusters Score -3139696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3139696.000000 Penalty: 4913.714355
	Iteration 33F: 3 clusters Score -3139696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -456244.781250 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -456244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -452958.218750 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -452958.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -453908.812500 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -453908.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -454316.656250 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -454316.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -454680.718750 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -454680.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -454964.781250 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -454964.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -455155.562500 Penalty: 3989.338623
	Iteration 5Q: 3 clusters Score -455155.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -455323.125000 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -455323.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -455497.187500 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -455497.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -455646.187500 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -455646.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455729.937500 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -455729.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -455763.343750 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -455763.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -455780.250000 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -455780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -455793.843750 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -455793.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -455800.531250 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -455800.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455807.937500 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -455807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -455813.562500 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -455813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -455819.843750 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -455819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -455825.781250 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -455825.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -455832.593750 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -455832.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -455840.218750 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -455840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -455844.093750 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -455844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -455855.343750 Penalty: 3989.338623
	Iteration 21Q: 3 clusters Score -455855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -455868.406250 Penalty: 3989.338623
	Iteration 22Q: 3 clusters Score -455868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -455874.906250 Penalty: 3989.338623
	Iteration 23Q: 3 clusters Score -455874.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455882.625000 Penalty: 3989.338623
	Iteration 24Q: 3 clusters Score -455882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -455887.718750 Penalty: 3989.338623
	Iteration 25Q: 3 clusters Score -455887.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -455892.968750 Penalty: 3989.338623
	Iteration 26Q: 3 clusters Score -455893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -455897.593750 Penalty: 3989.338623
	Iteration 27Q: 3 clusters Score -455897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -455900.062500 Penalty: 3989.338623
	Iteration 28Q: 3 clusters Score -455900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -455903.031250 Penalty: 3989.338623
	Iteration 29Q: 3 clusters Score -455903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455905.687500 Penalty: 3989.338623
	Iteration 30Q: 3 clusters Score -455905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455907.500000 Penalty: 3989.338623
	Iteration 31Q: 3 clusters Score -455907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455908.437500 Penalty: 3989.338623
	Iteration 32Q: 3 clusters Score -455908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455911.000000 Penalty: 3989.338623
	Iteration 33Q: 3 clusters Score -455911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -455911.000000 Penalty: 3989.338623
	Iteration 34Q: 3 clusters Score -455911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -455912.187500 Penalty: 3989.338623
	Iteration 35Q: 3 clusters Score -455912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -455912.718750 Penalty: 3989.338623
	Iteration 36Q: 3 clusters Score -455912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -455912.718750 Penalty: 3989.338623
	Iteration 37F: 3 clusters Score -455912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Entering Unmasked Estep 
Score: -3069696.250000 Penalty: 2453.822754
	Iteration 0F: 2 clusters Score -3069696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3055742.000000 Penalty: 4907.645508
	Iteration 0F: 3 clusters Score -3055742 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3060520.750000 Penalty: 4907.645508
	Iteration 1F: 3 clusters Score -3060521 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3061058.250000 Penalty: 4907.645508
	Iteration 2F: 3 clusters Score -3061058 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3061531.750000 Penalty: 4907.645508
	Iteration 3F: 3 clusters Score -3061532 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3061987.500000 Penalty: 4907.645508
	Iteration 4Q: 3 clusters Score -3061988 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3062468.750000 Penalty: 4907.645508
	Iteration 5Q: 3 clusters Score -3062469 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3063025.250000 Penalty: 4907.645508
	Iteration 6Q: 3 clusters Score -3063025 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3063592.750000 Penalty: 4907.645508
	Iteration 7Q: 3 clusters Score -3063593 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3064156.000000 Penalty: 4907.645508
	Iteration 8Q: 3 clusters Score -3064156 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3064736.500000 Penalty: 4907.645508
	Iteration 9Q: 3 clusters Score -3064736 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3065199.250000 Penalty: 4907.645508
	Iteration 10Q: 3 clusters Score -3065199 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3065579.000000 Penalty: 4907.645508
	Iteration 11Q: 3 clusters Score -3065579 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3065890.500000 Penalty: 4907.645508
	Iteration 12Q: 3 clusters Score -3065890 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3066158.500000 Penalty: 4907.645508
	Iteration 13Q: 3 clusters Score -3066158 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3066417.000000 Penalty: 4907.645508
	Iteration 14Q: 3 clusters Score -3066417 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3066647.750000 Penalty: 4907.645508
	Iteration 15Q: 3 clusters Score -3066648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3066858.500000 Penalty: 4907.645508
	Iteration 16Q: 3 clusters Score -3066858 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3067028.250000 Penalty: 4907.645508
	Iteration 17Q: 3 clusters Score -3067028 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3067214.250000 Penalty: 4907.645508
	Iteration 18Q: 3 clusters Score -3067214 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3067369.250000 Penalty: 4907.645508
	Iteration 19Q: 3 clusters Score -3067369 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3067523.000000 Penalty: 4907.645508
	Iteration 20F: 3 clusters Score -3067523 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3067630.250000 Penalty: 4907.645508
	Iteration 21Q: 3 clusters Score -3067630 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3067748.500000 Penalty: 4907.645508
	Iteration 22Q: 3 clusters Score -3067748 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3067840.250000 Penalty: 4907.645508
	Iteration 23Q: 3 clusters Score -3067840 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3067948.500000 Penalty: 4907.645508
	Iteration 24Q: 3 clusters Score -3067948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3068032.250000 Penalty: 4907.645508
	Iteration 25Q: 3 clusters Score -3068032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3068100.750000 Penalty: 4907.645508
	Iteration 26Q: 3 clusters Score -3068101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3068170.000000 Penalty: 4907.645508
	Iteration 27Q: 3 clusters Score -3068170 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3068213.000000 Penalty: 4907.645508
	Iteration 28Q: 3 clusters Score -3068213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3068262.750000 Penalty: 4907.645508
	Iteration 29Q: 3 clusters Score -3068263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3068315.750000 Penalty: 4907.645508
	Iteration 30Q: 3 clusters Score -3068316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3068344.500000 Penalty: 4907.645508
	Iteration 31Q: 3 clusters Score -3068344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3068375.000000 Penalty: 4907.645508
	Iteration 32Q: 3 clusters Score -3068375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3068386.000000 Penalty: 4907.645508
	Iteration 33Q: 3 clusters Score -3068386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3068409.750000 Penalty: 4907.645508
	Iteration 34Q: 3 clusters Score -3068410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3068426.750000 Penalty: 4907.645508
	Iteration 35Q: 3 clusters Score -3068427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3068436.750000 Penalty: 4907.645508
	Iteration 36Q: 3 clusters Score -3068437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3068448.500000 Penalty: 4907.645508
	Iteration 37Q: 3 clusters Score -3068448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3068456.250000 Penalty: 4907.645508
	Iteration 38Q: 3 clusters Score -3068456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3068460.750000 Penalty: 4907.645508
	Iteration 39Q: 3 clusters Score -3068461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3068464.500000 Penalty: 4907.645508
	Iteration 40F: 3 clusters Score -3068464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3068467.250000 Penalty: 4907.645508
	Iteration 41Q: 3 clusters Score -3068467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3068466.750000 Penalty: 4907.645508
	Iteration 42Q: 3 clusters Score -3068467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3068473.750000 Penalty: 4907.645508
	Iteration 43Q: 3 clusters Score -3068474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3068473.750000 Penalty: 4907.645508
	Iteration 44Q: 3 clusters Score -3068474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3068475.500000 Penalty: 4907.645508
	Iteration 45Q: 3 clusters Score -3068476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3068477.500000 Penalty: 4907.645508
	Iteration 46Q: 3 clusters Score -3068478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3068477.500000 Penalty: 4907.645508
	Iteration 47Q: 3 clusters Score -3068478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3068476.250000 Penalty: 4907.645508
	Iteration 48Q: 3 clusters Score -3068476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3068477.750000 Penalty: 4907.645508
	Iteration 49Q: 3 clusters Score -3068478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3068477.250000 Penalty: 4907.645508
	Iteration 50Q: 3 clusters Score -3068477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3068480.750000 Penalty: 4907.645508
	Iteration 51Q: 3 clusters Score -3068481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3068476.250000 Penalty: 4907.645508
	Iteration 52Q: 3 clusters Score -3068476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3068481.750000 Penalty: 4907.645508
	Iteration 53Q: 3 clusters Score -3068482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3068479.500000 Penalty: 4907.645508
	Iteration 54Q: 3 clusters Score -3068480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3068484.250000 Penalty: 4907.645508
	Iteration 55Q: 3 clusters Score -3068484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3068485.750000 Penalty: 4907.645508
	Iteration 56Q: 3 clusters Score -3068486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3068485.500000 Penalty: 4907.645508
	Iteration 57Q: 3 clusters Score -3068486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3068485.000000 Penalty: 4907.645508
	Iteration 58Q: 3 clusters Score -3068485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3068483.500000 Penalty: 4907.645508
	Iteration 59Q: 3 clusters Score -3068484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3068481.500000 Penalty: 4907.645508
	Iteration 60F: 3 clusters Score -3068482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3068482.750000 Penalty: 4907.645508
	Iteration 61Q: 3 clusters Score -3068483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3068482.750000 Penalty: 4907.645508
	Iteration 62F: 3 clusters Score -3068483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -1008224.562500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -1008225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1002581.812500 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -1002582 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1004053.812500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -1004054 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1004362.937500 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -1004363 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1004553.750000 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -1004554 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1004709.437500 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -1004709 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1004848.375000 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -1004848 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1004991.875000 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -1004992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1005146.625000 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -1005147 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1005310.562500 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -1005311 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1005458.812500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -1005459 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1005593.687500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -1005594 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1005713.437500 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -1005713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1005796.125000 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -1005796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1005872.750000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -1005873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1005941.937500 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -1005942 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1005999.312500 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -1005999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1006042.562500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -1006043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1006075.875000 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -1006076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1006107.437500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -1006107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1006136.312500 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -1006136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1006159.312500 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -1006159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1006184.812500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -1006185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1006208.500000 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -1006208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1006224.187500 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -1006224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1006235.437500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -1006235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1006250.875000 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -1006251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1006262.250000 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -1006262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1006270.437500 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -1006270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1006282.625000 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -1006283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1006298.625000 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -1006299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1006306.937500 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -1006307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1006319.187500 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -1006319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1006321.937500 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -1006322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1006328.812500 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -1006329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1006332.562500 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -1006333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1006337.625000 Penalty: 4374.773926
	Iteration 35Q: 3 clusters Score -1006338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1006344.187500 Penalty: 4374.773926
	Iteration 36Q: 3 clusters Score -1006344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1006348.187500 Penalty: 4374.773926
	Iteration 37Q: 3 clusters Score -1006348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1006357.125000 Penalty: 4374.773926
	Iteration 38Q: 3 clusters Score -1006357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1006365.625000 Penalty: 4374.773926
	Iteration 39Q: 3 clusters Score -1006366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1006376.375000 Penalty: 4374.773926
	Iteration 40F: 3 clusters Score -1006376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1006386.750000 Penalty: 4374.773926
	Iteration 41Q: 3 clusters Score -1006387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1006398.062500 Penalty: 4374.773926
	Iteration 42Q: 3 clusters Score -1006398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1006419.187500 Penalty: 4374.773926
	Iteration 43Q: 3 clusters Score -1006419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1006436.125000 Penalty: 4374.773926
	Iteration 44Q: 3 clusters Score -1006436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1006446.437500 Penalty: 4374.773926
	Iteration 45Q: 3 clusters Score -1006446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1006454.125000 Penalty: 4374.773926
	Iteration 46Q: 3 clusters Score -1006454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1006463.437500 Penalty: 4374.773926
	Iteration 47Q: 3 clusters Score -1006463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1006468.562500 Penalty: 4374.773926
	Iteration 48Q: 3 clusters Score -1006469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1006477.000000 Penalty: 4374.773926
	Iteration 49Q: 3 clusters Score -1006477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1006482.500000 Penalty: 4374.773926
	Iteration 50Q: 3 clusters Score -1006482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1006489.000000 Penalty: 4374.773926
	Iteration 51Q: 3 clusters Score -1006489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1006494.875000 Penalty: 4374.773926
	Iteration 52Q: 3 clusters Score -1006495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1006498.187500 Penalty: 4374.773926
	Iteration 53Q: 3 clusters Score -1006498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1006503.375000 Penalty: 4374.773926
	Iteration 54Q: 3 clusters Score -1006503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1006510.875000 Penalty: 4374.773926
	Iteration 55Q: 3 clusters Score -1006511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1006518.000000 Penalty: 4374.773926
	Iteration 56Q: 3 clusters Score -1006518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1006525.375000 Penalty: 4374.773926
	Iteration 57Q: 3 clusters Score -1006525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1006528.062500 Penalty: 4374.773926
	Iteration 58Q: 3 clusters Score -1006528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1006531.687500 Penalty: 4374.773926
	Iteration 59Q: 3 clusters Score -1006532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1006534.625000 Penalty: 4374.773926
	Iteration 60F: 3 clusters Score -1006535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1006535.375000 Penalty: 4374.773926
	Iteration 61Q: 3 clusters Score -1006535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1006539.500000 Penalty: 4374.773926
	Iteration 62Q: 3 clusters Score -1006540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1006543.937500 Penalty: 4374.773926
	Iteration 63Q: 3 clusters Score -1006544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1006543.437500 Penalty: 4374.773926
	Iteration 64Q: 3 clusters Score -1006543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1006546.750000 Penalty: 4374.773926
	Iteration 65Q: 3 clusters Score -1006547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1006548.125000 Penalty: 4374.773926
	Iteration 66Q: 3 clusters Score -1006548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1006549.187500 Penalty: 4374.773926
	Iteration 67Q: 3 clusters Score -1006549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1006550.437500 Penalty: 4374.773926
	Iteration 68Q: 3 clusters Score -1006550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1006549.875000 Penalty: 4374.773926
	Iteration 69Q: 3 clusters Score -1006550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1006551.000000 Penalty: 4374.773926
	Iteration 70Q: 3 clusters Score -1006551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1006551.000000 Penalty: 4374.773926
	Iteration 71F: 3 clusters Score -1006551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -1013059.812500 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -1013060 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 3418 members 
Entering Unmasked Estep 
Score: -1007339.250000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -1007339 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1008878.187500 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -1008878 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1009226.750000 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -1009227 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1009521.375000 Penalty: 4379.223633
	Iteration 3F: 3 clusters Score -1009521 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1009776.312500 Penalty: 4379.223633
	Iteration 4F: 3 clusters Score -1009776 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1010023.125000 Penalty: 4379.223633
	Iteration 5F: 3 clusters Score -1010023 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1010250.687500 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -1010251 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1010443.187500 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -1010443 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1010629.000000 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -1010629 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1010810.062500 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -1010810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1010981.687500 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -1010982 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1011142.062500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -1011142 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1011260.687500 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -1011261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1011336.187500 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -1011336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1011390.937500 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -1011391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1011431.812500 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -1011432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1011463.000000 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -1011463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1011487.000000 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -1011487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1011504.187500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -1011504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1011520.812500 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -1011521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1011541.000000 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -1011541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1011563.375000 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -1011563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1011580.125000 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -1011580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1011597.812500 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -1011598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1011610.812500 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -1011611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1011626.562500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -1011627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1011638.375000 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -1011638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1011652.375000 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -1011652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1011667.250000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -1011667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1011683.187500 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -1011683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1011730.437500 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -1011730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1011806.000000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -1011806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1011880.875000 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -1011881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1011928.687500 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -1011929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1011963.937500 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -1011964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1012001.187500 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -1012001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1012047.562500 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -1012048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1012100.625000 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -1012101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1012153.875000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -1012154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1012203.812500 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -1012204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1012261.937500 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -1012262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1012310.187500 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -1012310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1012347.750000 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -1012348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1012384.312500 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -1012384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1012431.562500 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -1012432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1012496.750000 Penalty: 4379.223633
	Iteration 45Q: 3 clusters Score -1012497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1012562.750000 Penalty: 4379.223633
	Iteration 46Q: 3 clusters Score -1012563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1012627.062500 Penalty: 4379.223633
	Iteration 47Q: 3 clusters Score -1012627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1012686.187500 Penalty: 4379.223633
	Iteration 48Q: 3 clusters Score -1012686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1012714.937500 Penalty: 4379.223633
	Iteration 49Q: 3 clusters Score -1012715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1012733.875000 Penalty: 4379.223633
	Iteration 50Q: 3 clusters Score -1012734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1012742.375000 Penalty: 4379.223633
	Iteration 51Q: 3 clusters Score -1012742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1012749.812500 Penalty: 4379.223633
	Iteration 52Q: 3 clusters Score -1012750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1012753.000000 Penalty: 4379.223633
	Iteration 53Q: 3 clusters Score -1012753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1012758.312500 Penalty: 4379.223633
	Iteration 54Q: 3 clusters Score -1012758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1012758.937500 Penalty: 4379.223633
	Iteration 55Q: 3 clusters Score -1012759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1012759.812500 Penalty: 4379.223633
	Iteration 56Q: 3 clusters Score -1012760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1012758.375000 Penalty: 4379.223633
	Iteration 57Q: 3 clusters Score -1012758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1012758.625000 Penalty: 4379.223633
	Iteration 58Q: 3 clusters Score -1012759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1012761.500000 Penalty: 4379.223633
	Iteration 59Q: 3 clusters Score -1012762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1012762.000000 Penalty: 4379.223633
	Iteration 60F: 3 clusters Score -1012762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1012759.750000 Penalty: 4379.223633
	Iteration 61Q: 3 clusters Score -1012760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1012759.625000 Penalty: 4379.223633
	Iteration 62Q: 3 clusters Score -1012760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1012759.625000 Penalty: 4379.223633
	Iteration 63F: 3 clusters Score -1012760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -938048.375000 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -938048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -932813.375000 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -932813.4 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -934135.750000 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -934135.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -934397.500000 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -934397.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -934558.625000 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -934558.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -934669.375000 Penalty: 4329.138672
	Iteration 4Q: 3 clusters Score -934669.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -934779.687500 Penalty: 4329.138672
	Iteration 5Q: 3 clusters Score -934779.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -934909.000000 Penalty: 4329.138672
	Iteration 6Q: 3 clusters Score -934909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -935063.562500 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -935063.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -935279.062500 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -935279.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -935515.937500 Penalty: 4329.138672
	Iteration 9F: 3 clusters Score -935515.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -935775.437500 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -935775.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -936025.875000 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -936025.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -936220.375000 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -936220.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -936374.437500 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -936374.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -936478.687500 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -936478.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -936552.125000 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -936552.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -936593.437500 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -936593.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -936616.625000 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -936616.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -936636.500000 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -936636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -936644.375000 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -936644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -936650.187500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -936650.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -936657.000000 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -936657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -936666.875000 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -936666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -936675.375000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -936675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -936682.187500 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -936682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -936686.250000 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -936686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -936690.125000 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -936690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -936694.125000 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -936694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -936697.187500 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -936697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -936697.250000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -936697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -936697.875000 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -936697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -936698.187500 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -936698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -936699.125000 Penalty: 4329.138672
	Iteration 32Q: 3 clusters Score -936699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -936700.375000 Penalty: 4329.138672
	Iteration 33Q: 3 clusters Score -936700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -936701.125000 Penalty: 4329.138672
	Iteration 34Q: 3 clusters Score -936701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -936703.437500 Penalty: 4329.138672
	Iteration 35Q: 3 clusters Score -936703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -936705.250000 Penalty: 4329.138672
	Iteration 36Q: 3 clusters Score -936705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -936709.125000 Penalty: 4329.138672
	Iteration 37Q: 3 clusters Score -936709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -936709.437500 Penalty: 4329.138672
	Iteration 38Q: 3 clusters Score -936709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -936711.312500 Penalty: 4329.138672
	Iteration 39Q: 3 clusters Score -936711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -936711.312500 Penalty: 4329.138672
	Iteration 40F: 3 clusters Score -936711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Entering Unmasked Estep 
Score: -2677612.250000 Penalty: 2416.313965
	Iteration 0F: 2 clusters Score -2677612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2665452.500000 Penalty: 4832.627930
	Iteration 0F: 3 clusters Score -2665452 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2669338.500000 Penalty: 4832.627930
	Iteration 1F: 3 clusters Score -2669338 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2669724.750000 Penalty: 4832.627930
	Iteration 2F: 3 clusters Score -2669725 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2669987.750000 Penalty: 4832.627930
	Iteration 3Q: 3 clusters Score -2669988 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2670194.000000 Penalty: 4832.627930
	Iteration 4Q: 3 clusters Score -2670194 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2670399.000000 Penalty: 4832.627930
	Iteration 5Q: 3 clusters Score -2670399 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2670646.750000 Penalty: 4832.627930
	Iteration 6Q: 3 clusters Score -2670647 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2670906.000000 Penalty: 4832.627930
	Iteration 7Q: 3 clusters Score -2670906 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2671253.500000 Penalty: 4832.627930
	Iteration 8Q: 3 clusters Score -2671254 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2671695.500000 Penalty: 4832.627930
	Iteration 9Q: 3 clusters Score -2671696 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2672274.750000 Penalty: 4832.627930
	Iteration 10F: 3 clusters Score -2672275 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2672935.750000 Penalty: 4832.627930
	Iteration 11F: 3 clusters Score -2672936 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2673634.500000 Penalty: 4832.627930
	Iteration 12F: 3 clusters Score -2673634 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2674252.750000 Penalty: 4832.627930
	Iteration 13Q: 3 clusters Score -2674253 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2674735.750000 Penalty: 4832.627930
	Iteration 14Q: 3 clusters Score -2674736 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2675022.250000 Penalty: 4832.627930
	Iteration 15Q: 3 clusters Score -2675022 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2675185.750000 Penalty: 4832.627930
	Iteration 16Q: 3 clusters Score -2675186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2675283.500000 Penalty: 4832.627930
	Iteration 17Q: 3 clusters Score -2675284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2675362.750000 Penalty: 4832.627930
	Iteration 18Q: 3 clusters Score -2675363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2675405.000000 Penalty: 4832.627930
	Iteration 19Q: 3 clusters Score -2675405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2675430.750000 Penalty: 4832.627930
	Iteration 20F: 3 clusters Score -2675431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2675457.750000 Penalty: 4832.627930
	Iteration 21Q: 3 clusters Score -2675458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2675466.500000 Penalty: 4832.627930
	Iteration 22Q: 3 clusters Score -2675466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2675474.250000 Penalty: 4832.627930
	Iteration 23Q: 3 clusters Score -2675474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2675484.250000 Penalty: 4832.627930
	Iteration 24Q: 3 clusters Score -2675484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2675490.250000 Penalty: 4832.627930
	Iteration 25Q: 3 clusters Score -2675490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2675493.500000 Penalty: 4832.627930
	Iteration 26Q: 3 clusters Score -2675494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2675493.500000 Penalty: 4832.627930
	Iteration 27F: 3 clusters Score -2675494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -1287646.125000 Penalty: 2231.384521
	Iteration 0F: 2 clusters Score -1287646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1281273.625000 Penalty: 4462.769043
	Iteration 0F: 3 clusters Score -1281274 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1283055.500000 Penalty: 4462.769043
	Iteration 1F: 3 clusters Score -1283056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1283283.375000 Penalty: 4462.769043
	Iteration 2F: 3 clusters Score -1283283 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1283441.375000 Penalty: 4462.769043
	Iteration 3Q: 3 clusters Score -1283441 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1283541.750000 Penalty: 4462.769043
	Iteration 4Q: 3 clusters Score -1283542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1283614.875000 Penalty: 4462.769043
	Iteration 5Q: 3 clusters Score -1283615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1283663.750000 Penalty: 4462.769043
	Iteration 6Q: 3 clusters Score -1283664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1283699.375000 Penalty: 4462.769043
	Iteration 7Q: 3 clusters Score -1283699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1283723.250000 Penalty: 4462.769043
	Iteration 8Q: 3 clusters Score -1283723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1283756.250000 Penalty: 4462.769043
	Iteration 9Q: 3 clusters Score -1283756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1283780.250000 Penalty: 4462.769043
	Iteration 10Q: 3 clusters Score -1283780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1283802.500000 Penalty: 4462.769043
	Iteration 11Q: 3 clusters Score -1283802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1283828.000000 Penalty: 4462.769043
	Iteration 12Q: 3 clusters Score -1283828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1283858.500000 Penalty: 4462.769043
	Iteration 13Q: 3 clusters Score -1283858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1283888.250000 Penalty: 4462.769043
	Iteration 14Q: 3 clusters Score -1283888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1283928.500000 Penalty: 4462.769043
	Iteration 15Q: 3 clusters Score -1283928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1283980.875000 Penalty: 4462.769043
	Iteration 16Q: 3 clusters Score -1283981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1284036.000000 Penalty: 4462.769043
	Iteration 17Q: 3 clusters Score -1284036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1284107.750000 Penalty: 4462.769043
	Iteration 18Q: 3 clusters Score -1284108 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1284206.375000 Penalty: 4462.769043
	Iteration 19Q: 3 clusters Score -1284206 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1284355.500000 Penalty: 4462.769043
	Iteration 20F: 3 clusters Score -1284356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1284553.000000 Penalty: 4462.769043
	Iteration 21Q: 3 clusters Score -1284553 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1284763.625000 Penalty: 4462.769043
	Iteration 22Q: 3 clusters Score -1284764 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1284954.625000 Penalty: 4462.769043
	Iteration 23Q: 3 clusters Score -1284955 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1285118.625000 Penalty: 4462.769043
	Iteration 24Q: 3 clusters Score -1285119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1285277.250000 Penalty: 4462.769043
	Iteration 25Q: 3 clusters Score -1285277 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1285415.125000 Penalty: 4462.769043
	Iteration 26Q: 3 clusters Score -1285415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1285528.000000 Penalty: 4462.769043
	Iteration 27Q: 3 clusters Score -1285528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1285597.125000 Penalty: 4462.769043
	Iteration 28Q: 3 clusters Score -1285597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1285651.250000 Penalty: 4462.769043
	Iteration 29Q: 3 clusters Score -1285651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1285701.875000 Penalty: 4462.769043
	Iteration 30Q: 3 clusters Score -1285702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1285726.750000 Penalty: 4462.769043
	Iteration 31Q: 3 clusters Score -1285727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1285752.375000 Penalty: 4462.769043
	Iteration 32Q: 3 clusters Score -1285752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1285769.125000 Penalty: 4462.769043
	Iteration 33Q: 3 clusters Score -1285769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1285773.000000 Penalty: 4462.769043
	Iteration 34Q: 3 clusters Score -1285773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1285778.125000 Penalty: 4462.769043
	Iteration 35Q: 3 clusters Score -1285778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1285785.250000 Penalty: 4462.769043
	Iteration 36Q: 3 clusters Score -1285785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1285788.375000 Penalty: 4462.769043
	Iteration 37Q: 3 clusters Score -1285788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1285789.500000 Penalty: 4462.769043
	Iteration 38Q: 3 clusters Score -1285790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1285790.250000 Penalty: 4462.769043
	Iteration 39Q: 3 clusters Score -1285790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1285790.250000 Penalty: 4462.769043
	Iteration 40F: 3 clusters Score -1285790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -1048100.000000 Penalty: 2198.597168
	Iteration 0F: 2 clusters Score -1048100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1042250.375000 Penalty: 4397.194336
	Iteration 0F: 3 clusters Score -1042250 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1043865.437500 Penalty: 4397.194336
	Iteration 1F: 3 clusters Score -1043865 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1044209.750000 Penalty: 4397.194336
	Iteration 2F: 3 clusters Score -1044210 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1044460.312500 Penalty: 4397.194336
	Iteration 3F: 3 clusters Score -1044460 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1044683.375000 Penalty: 4397.194336
	Iteration 4Q: 3 clusters Score -1044683 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1044930.187500 Penalty: 4397.194336
	Iteration 5Q: 3 clusters Score -1044930 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1045206.812500 Penalty: 4397.194336
	Iteration 6Q: 3 clusters Score -1045207 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1045487.312500 Penalty: 4397.194336
	Iteration 7F: 3 clusters Score -1045487 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1045824.500000 Penalty: 4397.194336
	Iteration 8F: 3 clusters Score -1045824 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1046215.125000 Penalty: 4397.194336
	Iteration 9Q: 3 clusters Score -1046215 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1046642.000000 Penalty: 4397.194336
	Iteration 10F: 3 clusters Score -1046642 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1046920.312500 Penalty: 4397.194336
	Iteration 11Q: 3 clusters Score -1046920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1047147.500000 Penalty: 4397.194336
	Iteration 12Q: 3 clusters Score -1047148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1047340.687500 Penalty: 4397.194336
	Iteration 13Q: 3 clusters Score -1047341 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1047487.687500 Penalty: 4397.194336
	Iteration 14Q: 3 clusters Score -1047488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1047572.500000 Penalty: 4397.194336
	Iteration 15Q: 3 clusters Score -1047572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1047623.500000 Penalty: 4397.194336
	Iteration 16Q: 3 clusters Score -1047624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1047658.500000 Penalty: 4397.194336
	Iteration 17Q: 3 clusters Score -1047658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1047673.187500 Penalty: 4397.194336
	Iteration 18Q: 3 clusters Score -1047673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1047676.812500 Penalty: 4397.194336
	Iteration 19Q: 3 clusters Score -1047677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1047679.875000 Penalty: 4397.194336
	Iteration 20F: 3 clusters Score -1047680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1047682.062500 Penalty: 4397.194336
	Iteration 21Q: 3 clusters Score -1047682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1047681.437500 Penalty: 4397.194336
	Iteration 22Q: 3 clusters Score -1047681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1047682.500000 Penalty: 4397.194336
	Iteration 23Q: 3 clusters Score -1047682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1047686.687500 Penalty: 4397.194336
	Iteration 24Q: 3 clusters Score -1047687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1047687.937500 Penalty: 4397.194336
	Iteration 25Q: 3 clusters Score -1047688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1047690.062500 Penalty: 4397.194336
	Iteration 26Q: 3 clusters Score -1047690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1047690.125000 Penalty: 4397.194336
	Iteration 27Q: 3 clusters Score -1047690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1047692.562500 Penalty: 4397.194336
	Iteration 28Q: 3 clusters Score -1047693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1047690.875000 Penalty: 4397.194336
	Iteration 29Q: 3 clusters Score -1047691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1047692.000000 Penalty: 4397.194336
	Iteration 30Q: 3 clusters Score -1047692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1047691.250000 Penalty: 4397.194336
	Iteration 31Q: 3 clusters Score -1047691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1047691.250000 Penalty: 4397.194336
	Iteration 32F: 3 clusters Score -1047691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 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 364 members 
Entering Unmasked Estep 
Score: -112351.718750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112351.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112566.593750 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112566.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112619.757812 Penalty: 3279.572266
	Iteration 2Q: 3 clusters Score -112619.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112655.250000 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112669.953125 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112687.195312 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112695.960938 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112696.968750 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112696.968750 Penalty: 3279.572266
	Iteration 8F: 3 clusters Score -112697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21746 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55496 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 102745 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66882 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49472 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28143 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62705 members 
Mstep: Class 32 contains 52325 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20064 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19820 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17038 members 
Mstep: Class 41 contains 8083 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397464.000000 Penalty: 144891.109375
Iteration 239Q: 44 clusters Score -1.203975e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21734 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55493 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 102743 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66851 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49447 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28146 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62704 members 
Mstep: Class 32 contains 52364 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20061 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19818 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8120 members 
Mstep: Class 42 contains 7081 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397648.000000 Penalty: 144891.109375
Iteration 240F: 44 clusters Score -1.203976e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21720 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 55494 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17510 members 
Mstep: Class 9 contains 102743 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66824 members 
Mstep: Class 16 contains 17759 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49427 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28148 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62703 members 
Mstep: Class 32 contains 52393 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20058 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19819 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8147 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397648.000000 Penalty: 144891.109375
Iteration 241Q: 44 clusters Score -1.203976e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21709 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55494 members 
Mstep: Class 5 contains 21558 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17515 members 
Mstep: Class 9 contains 102742 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66797 members 
Mstep: Class 16 contains 17761 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49405 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 9857 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28150 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62703 members 
Mstep: Class 32 contains 52418 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20058 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19818 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6829 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8177 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397664.000000 Penalty: 144891.109375
Iteration 242Q: 44 clusters Score -1.203977e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21696 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55493 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 102739 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66769 members 
Mstep: Class 16 contains 17765 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49387 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28149 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1198 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62701 members 
Mstep: Class 32 contains 52446 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20055 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19819 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8203 members 
Mstep: Class 42 contains 7081 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397696.000000 Penalty: 144891.109375
Iteration 243Q: 44 clusters Score -1.203977e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21691 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55492 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 102735 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66738 members 
Mstep: Class 16 contains 17766 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49370 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9866 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28149 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62701 members 
Mstep: Class 32 contains 52478 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20048 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19816 members 
Mstep: Class 37 contains 6770 members 
Mstep: Class 38 contains 6832 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17039 members 
Mstep: Class 41 contains 8229 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397704.000000 Penalty: 144891.109375
Iteration 244Q: 44 clusters Score -1.203977e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21679 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55489 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17528 members 
Mstep: Class 9 contains 102728 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66706 members 
Mstep: Class 16 contains 17765 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9876 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28149 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62700 members 
Mstep: Class 32 contains 52514 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20044 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17041 members 
Mstep: Class 41 contains 8251 members 
Mstep: Class 42 contains 7083 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397784.000000 Penalty: 144891.109375
Iteration 245Q: 44 clusters Score -1.203978e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 21679 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55489 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 102725 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66686 members 
Mstep: Class 16 contains 17765 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49332 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12967 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28151 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62700 members 
Mstep: Class 32 contains 52536 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20041 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17039 members 
Mstep: Class 41 contains 8273 members 
Mstep: Class 42 contains 7084 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397784.000000 Penalty: 144891.109375
Iteration 246Q: 44 clusters Score -1.203978e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 21675 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 55487 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 102722 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8059 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66669 members 
Mstep: Class 16 contains 17767 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49312 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12965 members 
Mstep: Class 21 contains 9896 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62699 members 
Mstep: Class 32 contains 52561 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20039 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8298 members 
Mstep: Class 42 contains 7080 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397704.000000 Penalty: 144891.109375
Iteration 247Q: 44 clusters Score -1.203977e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 21668 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 55484 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17528 members 
Mstep: Class 9 contains 102715 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8061 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 66651 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49290 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62699 members 
Mstep: Class 32 contains 52586 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20036 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17037 members 
Mstep: Class 41 contains 8328 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397704.000000 Penalty: 144891.109375
Iteration 248Q: 44 clusters Score -1.203977e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21670 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 55484 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17529 members 
Mstep: Class 9 contains 102712 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 66623 members 
Mstep: Class 16 contains 17767 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49261 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62700 members 
Mstep: Class 32 contains 52620 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20033 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17033 members 
Mstep: Class 41 contains 8360 members 
Mstep: Class 42 contains 7082 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397744.000000 Penalty: 144891.109375
Iteration 249Q: 44 clusters Score -1.203977e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21666 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 55483 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17532 members 
Mstep: Class 9 contains 102709 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 66597 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49229 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62700 members 
Mstep: Class 32 contains 52648 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20031 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17032 members 
Mstep: Class 41 contains 8398 members 
Mstep: Class 42 contains 7080 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397744.000000 Penalty: 144891.109375
Iteration 250Q: 44 clusters Score -1.203977e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21665 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55482 members 
Mstep: Class 5 contains 21553 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17536 members 
Mstep: Class 9 contains 102705 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 66574 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49196 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12959 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 28154 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62698 members 
Mstep: Class 32 contains 52670 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20028 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17031 members 
Mstep: Class 41 contains 8434 members 
Mstep: Class 42 contains 7079 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397712.000000 Penalty: 144891.109375
Iteration 251Q: 44 clusters Score -1.203977e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21663 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17539 members 
Mstep: Class 9 contains 102702 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66550 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49172 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12959 members 
Mstep: Class 21 contains 9913 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28153 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62695 members 
Mstep: Class 32 contains 52695 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20024 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 6762 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17030 members 
Mstep: Class 41 contains 8462 members 
Mstep: Class 42 contains 7080 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397712.000000 Penalty: 144891.109375
Iteration 252Q: 44 clusters Score -1.203977e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21655 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55482 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17543 members 
Mstep: Class 9 contains 102700 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66525 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49149 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62694 members 
Mstep: Class 32 contains 52720 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20019 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 6762 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17025 members 
Mstep: Class 41 contains 8493 members 
Mstep: Class 42 contains 7077 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397744.000000 Penalty: 144891.109375
Iteration 253Q: 44 clusters Score -1.203977e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21653 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55480 members 
Mstep: Class 5 contains 21558 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17550 members 
Mstep: Class 9 contains 102697 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66497 members 
Mstep: Class 16 contains 17770 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28154 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62693 members 
Mstep: Class 32 contains 52750 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20015 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 6762 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17023 members 
Mstep: Class 41 contains 8533 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397680.000000 Penalty: 144891.109375
Iteration 254Q: 44 clusters Score -1.203977e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21656 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55481 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17557 members 
Mstep: Class 9 contains 102693 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66469 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 49065 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28154 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62692 members 
Mstep: Class 32 contains 52779 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20008 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 6760 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 8586 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397808.000000 Penalty: 144891.109375
Iteration 255Q: 44 clusters Score -1.203978e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21659 members 
Mstep: Class 3 contains 21507 members 
Mstep: Class 4 contains 55480 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17562 members 
Mstep: Class 9 contains 102689 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17243 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66451 members 
Mstep: Class 16 contains 17772 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48991 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28154 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62690 members 
Mstep: Class 32 contains 52799 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 20003 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 8657 members 
Mstep: Class 42 contains 7079 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397904.000000 Penalty: 144891.109375
Iteration 256Q: 44 clusters Score -1.203979e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21660 members 
Mstep: Class 3 contains 21506 members 
Mstep: Class 4 contains 55477 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17565 members 
Mstep: Class 9 contains 102688 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8070 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 66431 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48920 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28153 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1080 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62688 members 
Mstep: Class 32 contains 52819 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19997 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 6836 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 8732 members 
Mstep: Class 42 contains 7083 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397792.000000 Penalty: 144891.109375
Iteration 257Q: 44 clusters Score -1.203978e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21651 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55476 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17570 members 
Mstep: Class 9 contains 102686 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 66414 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48857 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61515 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7699 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62684 members 
Mstep: Class 32 contains 52841 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19988 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19809 members 
Mstep: Class 37 contains 6757 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 8797 members 
Mstep: Class 42 contains 7092 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397760.000000 Penalty: 144891.109375
Iteration 258Q: 44 clusters Score -1.203978e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 21648 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55478 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 102684 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 66392 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 9918 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7699 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62679 members 
Mstep: Class 32 contains 52864 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 8867 members 
Mstep: Class 42 contains 7091 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397776.000000 Penalty: 144891.109375
Iteration 259Q: 44 clusters Score -1.203978e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17573 members 
Mstep: Class 9 contains 102683 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8072 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 66376 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48705 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28154 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1082 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62677 members 
Mstep: Class 32 contains 52883 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19808 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17018 members 
Mstep: Class 41 contains 8954 members 
Mstep: Class 42 contains 7088 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397776.000000 Penalty: 144891.109375
Iteration 260F: 44 clusters Score -1.203978e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21640 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55483 members 
Mstep: Class 5 contains 21549 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 102682 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17239 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8076 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66350 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48631 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1082 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62674 members 
Mstep: Class 32 contains 52912 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19807 members 
Mstep: Class 37 contains 6757 members 
Mstep: Class 38 contains 6836 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17017 members 
Mstep: Class 41 contains 9033 members 
Mstep: Class 42 contains 7079 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397936.000000 Penalty: 144891.109375
Iteration 261Q: 44 clusters Score -1.203979e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21630 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 55480 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 102680 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8080 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66324 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48573 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 9920 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1082 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62673 members 
Mstep: Class 32 contains 52936 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19807 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 6836 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17018 members 
Mstep: Class 41 contains 9103 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397824.000000 Penalty: 144891.109375
Iteration 262Q: 44 clusters Score -1.203978e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 55481 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17572 members 
Mstep: Class 9 contains 102681 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 66288 members 
Mstep: Class 16 contains 17779 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48511 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 9922 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61519 members 
Mstep: Class 25 contains 28155 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62672 members 
Mstep: Class 32 contains 52972 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19971 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19804 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17017 members 
Mstep: Class 41 contains 9174 members 
Mstep: Class 42 contains 7071 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397792.000000 Penalty: 144891.109375
Iteration 263Q: 44 clusters Score -1.203978e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21625 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55480 members 
Mstep: Class 5 contains 21548 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17576 members 
Mstep: Class 9 contains 102676 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8084 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 66251 members 
Mstep: Class 16 contains 17779 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48436 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 9924 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61518 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62665 members 
Mstep: Class 32 contains 53013 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19964 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19806 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17018 members 
Mstep: Class 41 contains 9250 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397904.000000 Penalty: 144891.109375
Iteration 264Q: 44 clusters Score -1.203979e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55478 members 
Mstep: Class 5 contains 21547 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17579 members 
Mstep: Class 9 contains 102677 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66202 members 
Mstep: Class 16 contains 17781 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48341 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28158 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62661 members 
Mstep: Class 32 contains 53062 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19957 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19808 members 
Mstep: Class 37 contains 6757 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 9329 members 
Mstep: Class 42 contains 7080 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397928.000000 Penalty: 144891.109375
Iteration 265Q: 44 clusters Score -1.203979e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55481 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17582 members 
Mstep: Class 9 contains 102674 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66150 members 
Mstep: Class 16 contains 17784 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48258 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12971 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61517 members 
Mstep: Class 25 contains 28159 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62659 members 
Mstep: Class 32 contains 53116 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19954 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19807 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6837 members 
Mstep: Class 39 contains 6173 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 9403 members 
Mstep: Class 42 contains 7086 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398136.000000 Penalty: 144891.109375
Iteration 266Q: 44 clusters Score -1.203981e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55481 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17584 members 
Mstep: Class 9 contains 102674 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66086 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48175 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61514 members 
Mstep: Class 25 contains 28157 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62659 members 
Mstep: Class 32 contains 53183 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19950 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19805 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6836 members 
Mstep: Class 39 contains 6170 members 
Mstep: Class 40 contains 17019 members 
Mstep: Class 41 contains 9476 members 
Mstep: Class 42 contains 7089 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398304.000000 Penalty: 144891.109375
Iteration 267Q: 44 clusters Score -1.203983e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21631 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17586 members 
Mstep: Class 9 contains 102673 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8092 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 66044 members 
Mstep: Class 16 contains 17787 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 48081 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62658 members 
Mstep: Class 32 contains 53227 members 
Mstep: Class 33 contains 722 members 
Mstep: Class 34 contains 19949 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19804 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6168 members 
Mstep: Class 40 contains 17019 members 
Mstep: Class 41 contains 9557 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398368.000000 Penalty: 144891.109375
Iteration 268Q: 44 clusters Score -1.203984e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21638 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55475 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17588 members 
Mstep: Class 9 contains 102672 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17261 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 66016 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47986 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28157 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62657 members 
Mstep: Class 32 contains 53260 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19943 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19803 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6168 members 
Mstep: Class 40 contains 17018 members 
Mstep: Class 41 contains 9646 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398472.000000 Penalty: 144891.109375
Iteration 269Q: 44 clusters Score -1.203985e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21643 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55467 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17589 members 
Mstep: Class 9 contains 102671 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65982 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47877 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28161 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62653 members 
Mstep: Class 32 contains 53297 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19935 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19803 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6167 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 9747 members 
Mstep: Class 42 contains 7093 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398400.000000 Penalty: 144891.109375
Iteration 270Q: 44 clusters Score -1.203984e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21646 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55462 members 
Mstep: Class 5 contains 21553 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17591 members 
Mstep: Class 9 contains 102668 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8105 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65956 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47749 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28161 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62653 members 
Mstep: Class 32 contains 53330 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19931 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19802 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17021 members 
Mstep: Class 41 contains 9870 members 
Mstep: Class 42 contains 7094 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398464.000000 Penalty: 144891.109375
Iteration 271Q: 44 clusters Score -1.203985e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21661 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55459 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17593 members 
Mstep: Class 9 contains 102665 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65929 members 
Mstep: Class 16 contains 17805 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47613 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12975 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28157 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62650 members 
Mstep: Class 32 contains 53367 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19920 members 
Mstep: Class 35 contains 3110 members 
Mstep: Class 36 contains 19800 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17022 members 
Mstep: Class 41 contains 10000 members 
Mstep: Class 42 contains 7095 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398480.000000 Penalty: 144891.109375
Iteration 272Q: 44 clusters Score -1.203985e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21689 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 55457 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17595 members 
Mstep: Class 9 contains 102663 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65897 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28156 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62650 members 
Mstep: Class 32 contains 53405 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19908 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19795 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17018 members 
Mstep: Class 41 contains 10128 members 
Mstep: Class 42 contains 7098 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398488.000000 Penalty: 144891.109375
Iteration 273Q: 44 clusters Score -1.203985e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 21690 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55454 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17595 members 
Mstep: Class 9 contains 102662 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65871 members 
Mstep: Class 16 contains 17820 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47292 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28161 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62652 members 
Mstep: Class 32 contains 53436 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19797 members 
Mstep: Class 37 contains 6755 members 
Mstep: Class 38 contains 6834 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 10284 members 
Mstep: Class 42 contains 7108 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398616.000000 Penalty: 144891.109375
Iteration 274Q: 44 clusters Score -1.203986e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21698 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55454 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17595 members 
Mstep: Class 9 contains 102662 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65829 members 
Mstep: Class 16 contains 17831 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12982 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 6997 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28162 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62651 members 
Mstep: Class 32 contains 53477 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19884 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19795 members 
Mstep: Class 37 contains 6755 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17011 members 
Mstep: Class 41 contains 10447 members 
Mstep: Class 42 contains 7118 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398824.000000 Penalty: 144891.109375
Iteration 275Q: 44 clusters Score -1.203988e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21732 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55459 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17596 members 
Mstep: Class 9 contains 102662 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65803 members 
Mstep: Class 16 contains 17837 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12980 members 
Mstep: Class 21 contains 9931 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28164 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62651 members 
Mstep: Class 32 contains 53504 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19869 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19793 members 
Mstep: Class 37 contains 6754 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 10617 members 
Mstep: Class 42 contains 7121 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398944.000000 Penalty: 144891.109375
Iteration 276Q: 44 clusters Score -1.203989e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21751 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 55457 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17594 members 
Mstep: Class 9 contains 102664 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8145 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65776 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46674 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 9935 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28167 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62650 members 
Mstep: Class 32 contains 53532 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19857 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19788 members 
Mstep: Class 37 contains 6754 members 
Mstep: Class 38 contains 6839 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17013 members 
Mstep: Class 41 contains 10804 members 
Mstep: Class 42 contains 7127 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398760.000000 Penalty: 144891.109375
Iteration 277Q: 44 clusters Score -1.203988e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21758 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 55454 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17599 members 
Mstep: Class 9 contains 102661 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8157 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65750 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46441 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28172 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62652 members 
Mstep: Class 32 contains 53558 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19847 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19785 members 
Mstep: Class 37 contains 6754 members 
Mstep: Class 38 contains 6844 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 10986 members 
Mstep: Class 42 contains 7137 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398944.000000 Penalty: 144891.109375
Iteration 278Q: 44 clusters Score -1.203989e+08 nChanged 473
Entering ConstructFrom: 
Score: -120398944.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -1068395.125000 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -1068395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1062637.875000 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -1062638 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1064282.375000 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -1064282 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1064623.875000 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -1064624 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1064925.000000 Penalty: 4394.596191
	Iteration 3F: 3 clusters Score -1064925 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1065219.375000 Penalty: 4394.596191
	Iteration 4F: 3 clusters Score -1065219 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1065527.875000 Penalty: 4394.596191
	Iteration 5F: 3 clusters Score -1065528 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1065819.000000 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -1065819 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1066155.125000 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -1066155 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1066485.500000 Penalty: 4394.596191
	Iteration 8F: 3 clusters Score -1066486 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1066747.375000 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -1066747 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1066988.500000 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -1066988 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1067185.375000 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -1067185 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1067362.250000 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -1067362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1067539.500000 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -1067540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1067629.125000 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -1067629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1067677.875000 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -1067678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1067703.875000 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -1067704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1067720.625000 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -1067721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1067726.125000 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -1067726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1067730.875000 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -1067731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1067729.375000 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -1067729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1067731.500000 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -1067732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1067730.375000 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -1067730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1067735.125000 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -1067735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1067735.125000 Penalty: 4394.596191
	Iteration 24F: 3 clusters Score -1067735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Entering Unmasked Estep 
Score: -3182516.500000 Penalty: 2477.220703
	Iteration 0F: 2 clusters Score -3182516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3167312.000000 Penalty: 4954.441406
	Iteration 0F: 3 clusters Score -3167312 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3172861.250000 Penalty: 4954.441406
	Iteration 1F: 3 clusters Score -3172861 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3173750.750000 Penalty: 4954.441406
	Iteration 2F: 3 clusters Score -3173751 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3175015.250000 Penalty: 4954.441406
	Iteration 3F: 3 clusters Score -3175015 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3176455.250000 Penalty: 4954.441406
	Iteration 4F: 3 clusters Score -3176455 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3177847.500000 Penalty: 4954.441406
	Iteration 5F: 3 clusters Score -3177848 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3178969.500000 Penalty: 4954.441406
	Iteration 6F: 3 clusters Score -3178970 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3179844.250000 Penalty: 4954.441406
	Iteration 7F: 3 clusters Score -3179844 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3180462.750000 Penalty: 4954.441406
	Iteration 8Q: 3 clusters Score -3180463 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3180920.000000 Penalty: 4954.441406
	Iteration 9Q: 3 clusters Score -3180920 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3181303.000000 Penalty: 4954.441406
	Iteration 10Q: 3 clusters Score -3181303 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3181622.000000 Penalty: 4954.441406
	Iteration 11Q: 3 clusters Score -3181622 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3181852.500000 Penalty: 4954.441406
	Iteration 12Q: 3 clusters Score -3181852 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3182017.500000 Penalty: 4954.441406
	Iteration 13Q: 3 clusters Score -3182018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3182130.500000 Penalty: 4954.441406
	Iteration 14Q: 3 clusters Score -3182130 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3182212.250000 Penalty: 4954.441406
	Iteration 15Q: 3 clusters Score -3182212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3182285.750000 Penalty: 4954.441406
	Iteration 16Q: 3 clusters Score -3182286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3182349.000000 Penalty: 4954.441406
	Iteration 17Q: 3 clusters Score -3182349 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3182391.750000 Penalty: 4954.441406
	Iteration 18Q: 3 clusters Score -3182392 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3182430.000000 Penalty: 4954.441406
	Iteration 19Q: 3 clusters Score -3182430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3182452.500000 Penalty: 4954.441406
	Iteration 20F: 3 clusters Score -3182452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3182459.500000 Penalty: 4954.441406
	Iteration 21Q: 3 clusters Score -3182460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3182482.250000 Penalty: 4954.441406
	Iteration 22Q: 3 clusters Score -3182482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3182506.250000 Penalty: 4954.441406
	Iteration 23Q: 3 clusters Score -3182506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3182511.250000 Penalty: 4954.441406
	Iteration 24Q: 3 clusters Score -3182511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3182519.000000 Penalty: 4954.441406
	Iteration 25Q: 3 clusters Score -3182519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3182529.250000 Penalty: 4954.441406
	Iteration 26Q: 3 clusters Score -3182529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3182534.000000 Penalty: 4954.441406
	Iteration 27Q: 3 clusters Score -3182534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3182538.000000 Penalty: 4954.441406
	Iteration 28Q: 3 clusters Score -3182538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3182545.250000 Penalty: 4954.441406
	Iteration 29Q: 3 clusters Score -3182545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3182550.500000 Penalty: 4954.441406
	Iteration 30Q: 3 clusters Score -3182550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3182556.250000 Penalty: 4954.441406
	Iteration 31Q: 3 clusters Score -3182556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3182565.000000 Penalty: 4954.441406
	Iteration 32Q: 3 clusters Score -3182565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3182568.500000 Penalty: 4954.441406
	Iteration 33Q: 3 clusters Score -3182568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3182570.500000 Penalty: 4954.441406
	Iteration 34Q: 3 clusters Score -3182570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3182571.250000 Penalty: 4954.441406
	Iteration 35Q: 3 clusters Score -3182571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3182579.000000 Penalty: 4954.441406
	Iteration 36Q: 3 clusters Score -3182579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3182580.750000 Penalty: 4954.441406
	Iteration 37Q: 3 clusters Score -3182581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3182582.750000 Penalty: 4954.441406
	Iteration 38Q: 3 clusters Score -3182583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3182575.750000 Penalty: 4954.441406
	Iteration 39Q: 3 clusters Score -3182576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3182583.000000 Penalty: 4954.441406
	Iteration 40F: 3 clusters Score -3182583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3182580.500000 Penalty: 4954.441406
	Iteration 41Q: 3 clusters Score -3182580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3182579.250000 Penalty: 4954.441406
	Iteration 42Q: 3 clusters Score -3182579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3182574.250000 Penalty: 4954.441406
	Iteration 43Q: 3 clusters Score -3182574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3182571.000000 Penalty: 4954.441406
	Iteration 44Q: 3 clusters Score -3182571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3182571.250000 Penalty: 4954.441406
	Iteration 45Q: 3 clusters Score -3182571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3182572.750000 Penalty: 4954.441406
	Iteration 46Q: 3 clusters Score -3182573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3182572.500000 Penalty: 4954.441406
	Iteration 47Q: 3 clusters Score -3182572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3182570.000000 Penalty: 4954.441406
	Iteration 48Q: 3 clusters Score -3182570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3182572.750000 Penalty: 4954.441406
	Iteration 49Q: 3 clusters Score -3182573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3182567.750000 Penalty: 4954.441406
	Iteration 50Q: 3 clusters Score -3182568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3182570.250000 Penalty: 4954.441406
	Iteration 51Q: 3 clusters Score -3182570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3182568.250000 Penalty: 4954.441406
	Iteration 52Q: 3 clusters Score -3182568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3182568.250000 Penalty: 4954.441406
	Iteration 53F: 3 clusters Score -3182568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 7661 members 
Entering Unmasked Estep 
Score: -120398032.000000 Penalty: 148260.671875
Splitting cluster 2 changes total score from -120398944.000000 to -120398032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Entering Unmasked Estep 
Score: -3342968.250000 Penalty: 2473.977539
	Iteration 0F: 2 clusters Score -3342968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3328056.250000 Penalty: 4947.955078
	Iteration 0F: 3 clusters Score -3328056 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3333237.750000 Penalty: 4947.955078
	Iteration 1F: 3 clusters Score -3333238 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3333770.750000 Penalty: 4947.955078
	Iteration 2F: 3 clusters Score -3333771 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3334377.250000 Penalty: 4947.955078
	Iteration 3F: 3 clusters Score -3334377 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3335056.750000 Penalty: 4947.955078
	Iteration 4F: 3 clusters Score -3335057 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3335826.000000 Penalty: 4947.955078
	Iteration 5F: 3 clusters Score -3335826 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3336612.000000 Penalty: 4947.955078
	Iteration 6F: 3 clusters Score -3336612 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3337452.000000 Penalty: 4947.955078
	Iteration 7F: 3 clusters Score -3337452 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3338290.250000 Penalty: 4947.955078
	Iteration 8F: 3 clusters Score -3338290 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3339127.000000 Penalty: 4947.955078
	Iteration 9Q: 3 clusters Score -3339127 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3339818.750000 Penalty: 4947.955078
	Iteration 10Q: 3 clusters Score -3339819 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3340347.500000 Penalty: 4947.955078
	Iteration 11Q: 3 clusters Score -3340348 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3340759.250000 Penalty: 4947.955078
	Iteration 12Q: 3 clusters Score -3340759 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3341123.250000 Penalty: 4947.955078
	Iteration 13Q: 3 clusters Score -3341123 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3341491.500000 Penalty: 4947.955078
	Iteration 14Q: 3 clusters Score -3341492 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3341772.250000 Penalty: 4947.955078
	Iteration 15Q: 3 clusters Score -3341772 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3341964.500000 Penalty: 4947.955078
	Iteration 16Q: 3 clusters Score -3341964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3342052.500000 Penalty: 4947.955078
	Iteration 17Q: 3 clusters Score -3342052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3342102.250000 Penalty: 4947.955078
	Iteration 18Q: 3 clusters Score -3342102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3342131.250000 Penalty: 4947.955078
	Iteration 19Q: 3 clusters Score -3342131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3342144.500000 Penalty: 4947.955078
	Iteration 20F: 3 clusters Score -3342144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3342159.250000 Penalty: 4947.955078
	Iteration 21Q: 3 clusters Score -3342159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3342158.750000 Penalty: 4947.955078
	Iteration 22Q: 3 clusters Score -3342159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3342161.250000 Penalty: 4947.955078
	Iteration 23Q: 3 clusters Score -3342161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3342156.750000 Penalty: 4947.955078
	Iteration 24Q: 3 clusters Score -3342157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3342156.000000 Penalty: 4947.955078
	Iteration 25Q: 3 clusters Score -3342156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3342156.250000 Penalty: 4947.955078
	Iteration 26Q: 3 clusters Score -3342156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3342156.250000 Penalty: 4947.955078
	Iteration 27F: 3 clusters Score -3342156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Entering Unmasked Estep 
Score: -8626734.000000 Penalty: 2708.976318
	Iteration 0F: 2 clusters Score -8626734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -8589618.000000 Penalty: 5417.952637
	Iteration 0F: 3 clusters Score -8589618 nChanged 25662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8604287.000000 Penalty: 5417.952637
	Iteration 1F: 3 clusters Score -8604287 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -8605261.000000 Penalty: 5417.952637
	Iteration 2Q: 3 clusters Score -8605261 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -8606316.000000 Penalty: 5417.952637
	Iteration 3Q: 3 clusters Score -8606316 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -8607410.000000 Penalty: 5417.952637
	Iteration 4Q: 3 clusters Score -8607410 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8608727.000000 Penalty: 5417.952637
	Iteration 5F: 3 clusters Score -8608727 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -8610259.000000 Penalty: 5417.952637
	Iteration 6F: 3 clusters Score -8610259 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -8612254.000000 Penalty: 5417.952637
	Iteration 7F: 3 clusters Score -8612254 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8614524.000000 Penalty: 5417.952637
	Iteration 8F: 3 clusters Score -8614524 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8616882.000000 Penalty: 5417.952637
	Iteration 9F: 3 clusters Score -8616882 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -8619085.000000 Penalty: 5417.952637
	Iteration 10F: 3 clusters Score -8619085 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -8620878.000000 Penalty: 5417.952637
	Iteration 11Q: 3 clusters Score -8620878 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -8622272.000000 Penalty: 5417.952637
	Iteration 12Q: 3 clusters Score -8622272 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -8623185.000000 Penalty: 5417.952637
	Iteration 13Q: 3 clusters Score -8623185 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -8623727.000000 Penalty: 5417.952637
	Iteration 14Q: 3 clusters Score -8623727 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -8624017.000000 Penalty: 5417.952637
	Iteration 15Q: 3 clusters Score -8624017 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -8624170.000000 Penalty: 5417.952637
	Iteration 16Q: 3 clusters Score -8624170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -8624272.000000 Penalty: 5417.952637
	Iteration 17Q: 3 clusters Score -8624272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -8624327.000000 Penalty: 5417.952637
	Iteration 18Q: 3 clusters Score -8624327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -8624347.000000 Penalty: 5417.952637
	Iteration 19Q: 3 clusters Score -8624347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -8624367.000000 Penalty: 5417.952637
	Iteration 20F: 3 clusters Score -8624367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -8624384.000000 Penalty: 5417.952637
	Iteration 21Q: 3 clusters Score -8624384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -8624409.000000 Penalty: 5417.952637
	Iteration 22Q: 3 clusters Score -8624409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -8624411.000000 Penalty: 5417.952637
	Iteration 23Q: 3 clusters Score -8624411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -8624430.000000 Penalty: 5417.952637
	Iteration 24Q: 3 clusters Score -8624430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -8624431.000000 Penalty: 5417.952637
	Iteration 25Q: 3 clusters Score -8624431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -8624433.000000 Penalty: 5417.952637
	Iteration 26Q: 3 clusters Score -8624433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -8624450.000000 Penalty: 5417.952637
	Iteration 27Q: 3 clusters Score -8624450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -8624452.000000 Penalty: 5417.952637
	Iteration 28Q: 3 clusters Score -8624452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -8624458.000000 Penalty: 5417.952637
	Iteration 29Q: 3 clusters Score -8624458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -8624458.000000 Penalty: 5417.952637
	Iteration 30Q: 3 clusters Score -8624458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -8624458.000000 Penalty: 5417.952637
	Iteration 31Q: 3 clusters Score -8624458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -8624456.000000 Penalty: 5417.952637
	Iteration 32Q: 3 clusters Score -8624456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -8624465.000000 Penalty: 5417.952637
	Iteration 33Q: 3 clusters Score -8624465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -8624466.000000 Penalty: 5417.952637
	Iteration 34Q: 3 clusters Score -8624466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -8624465.000000 Penalty: 5417.952637
	Iteration 35Q: 3 clusters Score -8624465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -8624465.000000 Penalty: 5417.952637
	Iteration 36Q: 3 clusters Score -8624465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -8624465.000000 Penalty: 5417.952637
	Iteration 37F: 3 clusters Score -8624465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Entering Unmasked Estep 
Score: -3216054.250000 Penalty: 2474.691406
	Iteration 0F: 2 clusters Score -3216054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3200984.750000 Penalty: 4949.382812
	Iteration 0F: 3 clusters Score -3200985 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3206351.500000 Penalty: 4949.382812
	Iteration 1F: 3 clusters Score -3206352 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3207243.750000 Penalty: 4949.382812
	Iteration 2F: 3 clusters Score -3207244 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3208134.500000 Penalty: 4949.382812
	Iteration 3F: 3 clusters Score -3208134 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3208973.750000 Penalty: 4949.382812
	Iteration 4F: 3 clusters Score -3208974 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3209855.250000 Penalty: 4949.382812
	Iteration 5F: 3 clusters Score -3209855 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3210740.750000 Penalty: 4949.382812
	Iteration 6F: 3 clusters Score -3210741 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3211582.000000 Penalty: 4949.382812
	Iteration 7F: 3 clusters Score -3211582 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3212337.000000 Penalty: 4949.382812
	Iteration 8Q: 3 clusters Score -3212337 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3212982.750000 Penalty: 4949.382812
	Iteration 9Q: 3 clusters Score -3212983 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3213489.500000 Penalty: 4949.382812
	Iteration 10Q: 3 clusters Score -3213490 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3213907.500000 Penalty: 4949.382812
	Iteration 11Q: 3 clusters Score -3213908 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3214171.500000 Penalty: 4949.382812
	Iteration 12Q: 3 clusters Score -3214172 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3214341.500000 Penalty: 4949.382812
	Iteration 13Q: 3 clusters Score -3214342 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3214413.750000 Penalty: 4949.382812
	Iteration 14Q: 3 clusters Score -3214414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3214463.500000 Penalty: 4949.382812
	Iteration 15Q: 3 clusters Score -3214464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3214524.750000 Penalty: 4949.382812
	Iteration 16Q: 3 clusters Score -3214525 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3214544.000000 Penalty: 4949.382812
	Iteration 17Q: 3 clusters Score -3214544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3214561.500000 Penalty: 4949.382812
	Iteration 18Q: 3 clusters Score -3214562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3214571.750000 Penalty: 4949.382812
	Iteration 19Q: 3 clusters Score -3214572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3214578.500000 Penalty: 4949.382812
	Iteration 20F: 3 clusters Score -3214578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3214586.750000 Penalty: 4949.382812
	Iteration 21Q: 3 clusters Score -3214587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3214596.250000 Penalty: 4949.382812
	Iteration 22Q: 3 clusters Score -3214596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3214604.000000 Penalty: 4949.382812
	Iteration 23Q: 3 clusters Score -3214604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3214608.000000 Penalty: 4949.382812
	Iteration 24Q: 3 clusters Score -3214608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3214600.500000 Penalty: 4949.382812
	Iteration 25Q: 3 clusters Score -3214600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3214610.500000 Penalty: 4949.382812
	Iteration 26Q: 3 clusters Score -3214610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3214610.500000 Penalty: 4949.382812
	Iteration 27Q: 3 clusters Score -3214610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3214619.250000 Penalty: 4949.382812
	Iteration 28Q: 3 clusters Score -3214619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3214621.000000 Penalty: 4949.382812
	Iteration 29Q: 3 clusters Score -3214621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3214626.500000 Penalty: 4949.382812
	Iteration 30Q: 3 clusters Score -3214626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3214633.250000 Penalty: 4949.382812
	Iteration 31Q: 3 clusters Score -3214633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3214633.500000 Penalty: 4949.382812
	Iteration 32Q: 3 clusters Score -3214634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3214628.000000 Penalty: 4949.382812
	Iteration 33Q: 3 clusters Score -3214628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3214628.750000 Penalty: 4949.382812
	Iteration 34Q: 3 clusters Score -3214629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3214627.250000 Penalty: 4949.382812
	Iteration 35Q: 3 clusters Score -3214627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3214624.000000 Penalty: 4949.382812
	Iteration 36Q: 3 clusters Score -3214624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3214625.500000 Penalty: 4949.382812
	Iteration 37Q: 3 clusters Score -3214626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3214628.000000 Penalty: 4949.382812
	Iteration 38Q: 3 clusters Score -3214628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3214629.250000 Penalty: 4949.382812
	Iteration 39Q: 3 clusters Score -3214629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3214631.250000 Penalty: 4949.382812
	Iteration 40F: 3 clusters Score -3214631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3214628.750000 Penalty: 4949.382812
	Iteration 41Q: 3 clusters Score -3214629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3214632.500000 Penalty: 4949.382812
	Iteration 42Q: 3 clusters Score -3214632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3214630.750000 Penalty: 4949.382812
	Iteration 43Q: 3 clusters Score -3214631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3214633.500000 Penalty: 4949.382812
	Iteration 44Q: 3 clusters Score -3214634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3214634.500000 Penalty: 4949.382812
	Iteration 45Q: 3 clusters Score -3214634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3214632.500000 Penalty: 4949.382812
	Iteration 46Q: 3 clusters Score -3214632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3214636.250000 Penalty: 4949.382812
	Iteration 47Q: 3 clusters Score -3214636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3214646.000000 Penalty: 4949.382812
	Iteration 48Q: 3 clusters Score -3214646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3214642.000000 Penalty: 4949.382812
	Iteration 49Q: 3 clusters Score -3214642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3214638.000000 Penalty: 4949.382812
	Iteration 50Q: 3 clusters Score -3214638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3214637.000000 Penalty: 4949.382812
	Iteration 51Q: 3 clusters Score -3214637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3214639.500000 Penalty: 4949.382812
	Iteration 52Q: 3 clusters Score -3214640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3214639.500000 Penalty: 4949.382812
	Iteration 53F: 3 clusters Score -3214640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 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 118 members 
Entering Unmasked Estep 
Score: -27596.449219 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27596.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27659.003906 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27664.019531 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27664.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27666.171875 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27666.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27666.171875 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -27666.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 167 members 
Entering Unmasked Estep 
Score: -41793.453125 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41793.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41887.242188 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41887.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41916.062500 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41916.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41931.128906 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41931.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41944.546875 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41944.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41944.546875 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -41944.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Entering Unmasked Estep 
Score: -2633739.500000 Penalty: 2424.418701
	Iteration 0F: 2 clusters Score -2633740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2621295.750000 Penalty: 4848.837402
	Iteration 0F: 3 clusters Score -2621296 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2625561.000000 Penalty: 4848.837402
	Iteration 1F: 3 clusters Score -2625561 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2626136.000000 Penalty: 4848.837402
	Iteration 2F: 3 clusters Score -2626136 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2626832.500000 Penalty: 4848.837402
	Iteration 3F: 3 clusters Score -2626832 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2627709.500000 Penalty: 4848.837402
	Iteration 4F: 3 clusters Score -2627710 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2628667.500000 Penalty: 4848.837402
	Iteration 5F: 3 clusters Score -2628668 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2629593.250000 Penalty: 4848.837402
	Iteration 6F: 3 clusters Score -2629593 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2630294.000000 Penalty: 4848.837402
	Iteration 7F: 3 clusters Score -2630294 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2630887.000000 Penalty: 4848.837402
	Iteration 8F: 3 clusters Score -2630887 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2631335.250000 Penalty: 4848.837402
	Iteration 9Q: 3 clusters Score -2631335 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2631713.000000 Penalty: 4848.837402
	Iteration 10Q: 3 clusters Score -2631713 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2632112.750000 Penalty: 4848.837402
	Iteration 11Q: 3 clusters Score -2632113 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2632503.000000 Penalty: 4848.837402
	Iteration 12Q: 3 clusters Score -2632503 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2632845.250000 Penalty: 4848.837402
	Iteration 13Q: 3 clusters Score -2632845 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2633088.750000 Penalty: 4848.837402
	Iteration 14Q: 3 clusters Score -2633089 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2633334.500000 Penalty: 4848.837402
	Iteration 15Q: 3 clusters Score -2633334 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2633557.000000 Penalty: 4848.837402
	Iteration 16Q: 3 clusters Score -2633557 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2633703.250000 Penalty: 4848.837402
	Iteration 17Q: 3 clusters Score -2633703 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2633804.500000 Penalty: 4848.837402
	Iteration 18Q: 3 clusters Score -2633804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2633841.250000 Penalty: 4848.837402
	Iteration 19Q: 3 clusters Score -2633841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2633875.250000 Penalty: 4848.837402
	Iteration 20F: 3 clusters Score -2633875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2633905.000000 Penalty: 4848.837402
	Iteration 21Q: 3 clusters Score -2633905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2633921.250000 Penalty: 4848.837402
	Iteration 22Q: 3 clusters Score -2633921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2633928.000000 Penalty: 4848.837402
	Iteration 23Q: 3 clusters Score -2633928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2633933.250000 Penalty: 4848.837402
	Iteration 24Q: 3 clusters Score -2633933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2633942.250000 Penalty: 4848.837402
	Iteration 25Q: 3 clusters Score -2633942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2633948.000000 Penalty: 4848.837402
	Iteration 26Q: 3 clusters Score -2633948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2633944.750000 Penalty: 4848.837402
	Iteration 27Q: 3 clusters Score -2633945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2633948.750000 Penalty: 4848.837402
	Iteration 28Q: 3 clusters Score -2633949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2633955.750000 Penalty: 4848.837402
	Iteration 29Q: 3 clusters Score -2633956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2633954.750000 Penalty: 4848.837402
	Iteration 30Q: 3 clusters Score -2633955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2633957.750000 Penalty: 4848.837402
	Iteration 31Q: 3 clusters Score -2633958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2633956.500000 Penalty: 4848.837402
	Iteration 32Q: 3 clusters Score -2633956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2633956.000000 Penalty: 4848.837402
	Iteration 33Q: 3 clusters Score -2633956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2633952.500000 Penalty: 4848.837402
	Iteration 34Q: 3 clusters Score -2633952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2633960.500000 Penalty: 4848.837402
	Iteration 35Q: 3 clusters Score -2633960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2633968.250000 Penalty: 4848.837402
	Iteration 36Q: 3 clusters Score -2633968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2633966.500000 Penalty: 4848.837402
	Iteration 37Q: 3 clusters Score -2633966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2633971.250000 Penalty: 4848.837402
	Iteration 38Q: 3 clusters Score -2633971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2633974.000000 Penalty: 4848.837402
	Iteration 39Q: 3 clusters Score -2633974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2633986.750000 Penalty: 4848.837402
	Iteration 40F: 3 clusters Score -2633987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2633991.500000 Penalty: 4848.837402
	Iteration 41Q: 3 clusters Score -2633992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2634003.250000 Penalty: 4848.837402
	Iteration 42Q: 3 clusters Score -2634003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2634027.750000 Penalty: 4848.837402
	Iteration 43Q: 3 clusters Score -2634028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2634072.750000 Penalty: 4848.837402
	Iteration 44Q: 3 clusters Score -2634073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2634132.750000 Penalty: 4848.837402
	Iteration 45Q: 3 clusters Score -2634133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2634235.250000 Penalty: 4848.837402
	Iteration 46Q: 3 clusters Score -2634235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2634348.250000 Penalty: 4848.837402
	Iteration 47Q: 3 clusters Score -2634348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2634398.000000 Penalty: 4848.837402
	Iteration 48Q: 3 clusters Score -2634398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2634411.250000 Penalty: 4848.837402
	Iteration 49Q: 3 clusters Score -2634411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2634417.000000 Penalty: 4848.837402
	Iteration 50Q: 3 clusters Score -2634417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2634419.750000 Penalty: 4848.837402
	Iteration 51Q: 3 clusters Score -2634420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2634420.750000 Penalty: 4848.837402
	Iteration 52Q: 3 clusters Score -2634421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2634426.250000 Penalty: 4848.837402
	Iteration 53Q: 3 clusters Score -2634426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2634426.250000 Penalty: 4848.837402
	Iteration 54F: 3 clusters Score -2634426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 1885 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 15719 members 
Entering Unmasked Estep 
Score: -120398336.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120398944.000000 to -120398336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Entering Unmasked Estep 
Score: -16209239.000000 Penalty: 2861.708740
	Iteration 0F: 2 clusters Score -1.620924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -16145233.000000 Penalty: 5723.417480
	Iteration 0F: 3 clusters Score -1.614523e+07 nChanged 48693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -16173229.000000 Penalty: 5723.417480
	Iteration 1F: 3 clusters Score -1.617323e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -16174365.000000 Penalty: 5723.417480
	Iteration 2Q: 3 clusters Score -1.617436e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -16175718.000000 Penalty: 5723.417480
	Iteration 3Q: 3 clusters Score -1.617572e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -16177574.000000 Penalty: 5723.417480
	Iteration 4Q: 3 clusters Score -1.617757e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -16180205.000000 Penalty: 5723.417480
	Iteration 5F: 3 clusters Score -1.61802e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -16183309.000000 Penalty: 5723.417480
	Iteration 6F: 3 clusters Score -1.618331e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -16187042.000000 Penalty: 5723.417480
	Iteration 7F: 3 clusters Score -1.618704e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -16191197.000000 Penalty: 5723.417480
	Iteration 8F: 3 clusters Score -1.61912e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -16195123.000000 Penalty: 5723.417480
	Iteration 9F: 3 clusters Score -1.619512e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -16197957.000000 Penalty: 5723.417480
	Iteration 10Q: 3 clusters Score -1.619796e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -16199579.000000 Penalty: 5723.417480
	Iteration 11Q: 3 clusters Score -1.619958e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -16200335.000000 Penalty: 5723.417480
	Iteration 12Q: 3 clusters Score -1.620034e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -16200606.000000 Penalty: 5723.417480
	Iteration 13Q: 3 clusters Score -1.620061e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -16200921.000000 Penalty: 5723.417480
	Iteration 14Q: 3 clusters Score -1.620092e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -16201311.000000 Penalty: 5723.417480
	Iteration 15Q: 3 clusters Score -1.620131e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -16201574.000000 Penalty: 5723.417480
	Iteration 16Q: 3 clusters Score -1.620157e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -16201929.000000 Penalty: 5723.417480
	Iteration 17Q: 3 clusters Score -1.620193e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -16202239.000000 Penalty: 5723.417480
	Iteration 18Q: 3 clusters Score -1.620224e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -16202471.000000 Penalty: 5723.417480
	Iteration 19Q: 3 clusters Score -1.620247e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -16202735.000000 Penalty: 5723.417480
	Iteration 20F: 3 clusters Score -1.620274e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -16202958.000000 Penalty: 5723.417480
	Iteration 21Q: 3 clusters Score -1.620296e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -16203101.000000 Penalty: 5723.417480
	Iteration 22Q: 3 clusters Score -1.62031e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -16203245.000000 Penalty: 5723.417480
	Iteration 23Q: 3 clusters Score -1.620324e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -16203494.000000 Penalty: 5723.417480
	Iteration 24Q: 3 clusters Score -1.620349e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -16203750.000000 Penalty: 5723.417480
	Iteration 25Q: 3 clusters Score -1.620375e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -16203925.000000 Penalty: 5723.417480
	Iteration 26Q: 3 clusters Score -1.620392e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -16204087.000000 Penalty: 5723.417480
	Iteration 27Q: 3 clusters Score -1.620409e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -16204253.000000 Penalty: 5723.417480
	Iteration 28Q: 3 clusters Score -1.620425e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -16204386.000000 Penalty: 5723.417480
	Iteration 29Q: 3 clusters Score -1.620439e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -16204521.000000 Penalty: 5723.417480
	Iteration 30Q: 3 clusters Score -1.620452e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -16204678.000000 Penalty: 5723.417480
	Iteration 31Q: 3 clusters Score -1.620468e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -16204809.000000 Penalty: 5723.417480
	Iteration 32Q: 3 clusters Score -1.620481e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -16204986.000000 Penalty: 5723.417480
	Iteration 33Q: 3 clusters Score -1.620499e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -16205135.000000 Penalty: 5723.417480
	Iteration 34Q: 3 clusters Score -1.620514e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -16205298.000000 Penalty: 5723.417480
	Iteration 35Q: 3 clusters Score -1.62053e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -16205438.000000 Penalty: 5723.417480
	Iteration 36Q: 3 clusters Score -1.620544e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -16205534.000000 Penalty: 5723.417480
	Iteration 37Q: 3 clusters Score -1.620553e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -16205689.000000 Penalty: 5723.417480
	Iteration 38Q: 3 clusters Score -1.620569e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -16205829.000000 Penalty: 5723.417480
	Iteration 39Q: 3 clusters Score -1.620583e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -16205923.000000 Penalty: 5723.417480
	Iteration 40F: 3 clusters Score -1.620592e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -16205989.000000 Penalty: 5723.417480
	Iteration 41Q: 3 clusters Score -1.620599e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -16206083.000000 Penalty: 5723.417480
	Iteration 42Q: 3 clusters Score -1.620608e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -16206113.000000 Penalty: 5723.417480
	Iteration 43Q: 3 clusters Score -1.620611e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -16206172.000000 Penalty: 5723.417480
	Iteration 44Q: 3 clusters Score -1.620617e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -16206289.000000 Penalty: 5723.417480
	Iteration 45Q: 3 clusters Score -1.620629e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -16206343.000000 Penalty: 5723.417480
	Iteration 46Q: 3 clusters Score -1.620634e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -16206370.000000 Penalty: 5723.417480
	Iteration 47Q: 3 clusters Score -1.620637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -16206395.000000 Penalty: 5723.417480
	Iteration 48Q: 3 clusters Score -1.62064e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -16206454.000000 Penalty: 5723.417480
	Iteration 49Q: 3 clusters Score -1.620645e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -16206485.000000 Penalty: 5723.417480
	Iteration 50Q: 3 clusters Score -1.620648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -16206532.000000 Penalty: 5723.417480
	Iteration 51Q: 3 clusters Score -1.620653e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -16206585.000000 Penalty: 5723.417480
	Iteration 52Q: 3 clusters Score -1.620658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -16206594.000000 Penalty: 5723.417480
	Iteration 53Q: 3 clusters Score -1.620659e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -16206625.000000 Penalty: 5723.417480
	Iteration 54Q: 3 clusters Score -1.620662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -16206637.000000 Penalty: 5723.417480
	Iteration 55Q: 3 clusters Score -1.620664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -16206652.000000 Penalty: 5723.417480
	Iteration 56Q: 3 clusters Score -1.620665e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -16206674.000000 Penalty: 5723.417480
	Iteration 57Q: 3 clusters Score -1.620667e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -16206679.000000 Penalty: 5723.417480
	Iteration 58Q: 3 clusters Score -1.620668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -16206703.000000 Penalty: 5723.417480
	Iteration 59Q: 3 clusters Score -1.62067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -16206742.000000 Penalty: 5723.417480
	Iteration 60F: 3 clusters Score -1.620674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -16206744.000000 Penalty: 5723.417480
	Iteration 61Q: 3 clusters Score -1.620674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -16206755.000000 Penalty: 5723.417480
	Iteration 62Q: 3 clusters Score -1.620676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -16206775.000000 Penalty: 5723.417480
	Iteration 63Q: 3 clusters Score -1.620678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -16206779.000000 Penalty: 5723.417480
	Iteration 64Q: 3 clusters Score -1.620678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -16206767.000000 Penalty: 5723.417480
	Iteration 65Q: 3 clusters Score -1.620677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -16206779.000000 Penalty: 5723.417480
	Iteration 66Q: 3 clusters Score -1.620678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -16206794.000000 Penalty: 5723.417480
	Iteration 67Q: 3 clusters Score -1.620679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -16206816.000000 Penalty: 5723.417480
	Iteration 68Q: 3 clusters Score -1.620682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -16206823.000000 Penalty: 5723.417480
	Iteration 69Q: 3 clusters Score -1.620682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -16206816.000000 Penalty: 5723.417480
	Iteration 70Q: 3 clusters Score -1.620682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -16206835.000000 Penalty: 5723.417480
	Iteration 71Q: 3 clusters Score -1.620684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -16206846.000000 Penalty: 5723.417480
	Iteration 72Q: 3 clusters Score -1.620685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -16206869.000000 Penalty: 5723.417480
	Iteration 73Q: 3 clusters Score -1.620687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -16206874.000000 Penalty: 5723.417480
	Iteration 74Q: 3 clusters Score -1.620687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -16206893.000000 Penalty: 5723.417480
	Iteration 75Q: 3 clusters Score -1.620689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -16206891.000000 Penalty: 5723.417480
	Iteration 76Q: 3 clusters Score -1.620689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -16206907.000000 Penalty: 5723.417480
	Iteration 77Q: 3 clusters Score -1.620691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -16206898.000000 Penalty: 5723.417480
	Iteration 78Q: 3 clusters Score -1.62069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -16206911.000000 Penalty: 5723.417480
	Iteration 79Q: 3 clusters Score -1.620691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -16206935.000000 Penalty: 5723.417480
	Iteration 80F: 3 clusters Score -1.620694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -16206971.000000 Penalty: 5723.417480
	Iteration 81Q: 3 clusters Score -1.620697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -16206979.000000 Penalty: 5723.417480
	Iteration 82Q: 3 clusters Score -1.620698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -16206991.000000 Penalty: 5723.417480
	Iteration 83Q: 3 clusters Score -1.620699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -16206992.000000 Penalty: 5723.417480
	Iteration 84Q: 3 clusters Score -1.620699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -16207008.000000 Penalty: 5723.417480
	Iteration 85Q: 3 clusters Score -1.620701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -16207006.000000 Penalty: 5723.417480
	Iteration 86Q: 3 clusters Score -1.620701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -16207006.000000 Penalty: 5723.417480
	Iteration 87Q: 3 clusters Score -1.620701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -16207011.000000 Penalty: 5723.417480
	Iteration 88Q: 3 clusters Score -1.620701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 101667 members 
Entering Unmasked Estep 
Score: -16207010.000000 Penalty: 5723.417480
	Iteration 89Q: 3 clusters Score -1.620701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -16207009.000000 Penalty: 5723.417480
	Iteration 90Q: 3 clusters Score -1.620701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -16207002.000000 Penalty: 5723.417480
	Iteration 91Q: 3 clusters Score -1.6207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -16207002.000000 Penalty: 5723.417480
	Iteration 92Q: 3 clusters Score -1.6207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -16206992.000000 Penalty: 5723.417480
	Iteration 93Q: 3 clusters Score -1.620699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -16207000.000000 Penalty: 5723.417480
	Iteration 94Q: 3 clusters Score -1.6207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -16207005.000000 Penalty: 5723.417480
	Iteration 95Q: 3 clusters Score -1.6207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -16207009.000000 Penalty: 5723.417480
	Iteration 96Q: 3 clusters Score -1.620701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -16207022.000000 Penalty: 5723.417480
	Iteration 97Q: 3 clusters Score -1.620702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -16207011.000000 Penalty: 5723.417480
	Iteration 98Q: 3 clusters Score -1.620701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -16207011.000000 Penalty: 5723.417480
	Iteration 99Q: 3 clusters Score -1.620701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -16207015.000000 Penalty: 5723.417480
	Iteration 100F: 3 clusters Score -1.620702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -16207013.000000 Penalty: 5723.417480
	Iteration 101Q: 3 clusters Score -1.620701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -16207014.000000 Penalty: 5723.417480
	Iteration 102Q: 3 clusters Score -1.620701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -16207020.000000 Penalty: 5723.417480
	Iteration 103Q: 3 clusters Score -1.620702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -16207020.000000 Penalty: 5723.417480
	Iteration 104F: 3 clusters Score -1.620702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 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 330 members 
Entering Unmasked Estep 
Score: -102721.851562 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102721.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102975.679688 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102975.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103051.062500 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -103051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103075.351562 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103090.265625 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103099.507812 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103109.546875 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103117.523438 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103118.750000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103119.921875 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -103119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103120.851562 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -103120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103122.203125 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -103122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103122.203125 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -103122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Entering Unmasked Estep 
Score: -2527196.750000 Penalty: 2419.366211
	Iteration 0F: 2 clusters Score -2527197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2515026.750000 Penalty: 4838.732422
	Iteration 0F: 3 clusters Score -2515027 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2519358.250000 Penalty: 4838.732422
	Iteration 1F: 3 clusters Score -2519358 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2520002.500000 Penalty: 4838.732422
	Iteration 2F: 3 clusters Score -2520002 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2520556.000000 Penalty: 4838.732422
	Iteration 3F: 3 clusters Score -2520556 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2521126.250000 Penalty: 4838.732422
	Iteration 4F: 3 clusters Score -2521126 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2521709.750000 Penalty: 4838.732422
	Iteration 5F: 3 clusters Score -2521710 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2522279.500000 Penalty: 4838.732422
	Iteration 6F: 3 clusters Score -2522280 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2522811.000000 Penalty: 4838.732422
	Iteration 7Q: 3 clusters Score -2522811 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2523413.750000 Penalty: 4838.732422
	Iteration 8Q: 3 clusters Score -2523414 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2524023.750000 Penalty: 4838.732422
	Iteration 9Q: 3 clusters Score -2524024 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2524664.500000 Penalty: 4838.732422
	Iteration 10Q: 3 clusters Score -2524664 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2525235.000000 Penalty: 4838.732422
	Iteration 11Q: 3 clusters Score -2525235 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2525678.000000 Penalty: 4838.732422
	Iteration 12Q: 3 clusters Score -2525678 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2525951.250000 Penalty: 4838.732422
	Iteration 13Q: 3 clusters Score -2525951 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2526106.500000 Penalty: 4838.732422
	Iteration 14Q: 3 clusters Score -2526106 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2526235.750000 Penalty: 4838.732422
	Iteration 15Q: 3 clusters Score -2526236 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2526329.000000 Penalty: 4838.732422
	Iteration 16Q: 3 clusters Score -2526329 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2526398.000000 Penalty: 4838.732422
	Iteration 17Q: 3 clusters Score -2526398 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2526452.500000 Penalty: 4838.732422
	Iteration 18Q: 3 clusters Score -2526452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2526468.000000 Penalty: 4838.732422
	Iteration 19Q: 3 clusters Score -2526468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2526500.000000 Penalty: 4838.732422
	Iteration 20F: 3 clusters Score -2526500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2526528.750000 Penalty: 4838.732422
	Iteration 21Q: 3 clusters Score -2526529 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2526548.750000 Penalty: 4838.732422
	Iteration 22Q: 3 clusters Score -2526549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2526548.750000 Penalty: 4838.732422
	Iteration 23Q: 3 clusters Score -2526549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2526561.500000 Penalty: 4838.732422
	Iteration 24Q: 3 clusters Score -2526562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2526566.750000 Penalty: 4838.732422
	Iteration 25Q: 3 clusters Score -2526567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2526559.250000 Penalty: 4838.732422
	Iteration 26Q: 3 clusters Score -2526559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2526562.000000 Penalty: 4838.732422
	Iteration 27Q: 3 clusters Score -2526562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2526570.250000 Penalty: 4838.732422
	Iteration 28Q: 3 clusters Score -2526570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2526578.750000 Penalty: 4838.732422
	Iteration 29Q: 3 clusters Score -2526579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2526572.500000 Penalty: 4838.732422
	Iteration 30Q: 3 clusters Score -2526572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2526575.500000 Penalty: 4838.732422
	Iteration 31Q: 3 clusters Score -2526576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2526574.750000 Penalty: 4838.732422
	Iteration 32Q: 3 clusters Score -2526575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2526577.750000 Penalty: 4838.732422
	Iteration 33Q: 3 clusters Score -2526578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2526574.250000 Penalty: 4838.732422
	Iteration 34Q: 3 clusters Score -2526574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2526573.250000 Penalty: 4838.732422
	Iteration 35Q: 3 clusters Score -2526573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2526574.500000 Penalty: 4838.732422
	Iteration 36Q: 3 clusters Score -2526574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2526574.750000 Penalty: 4838.732422
	Iteration 37Q: 3 clusters Score -2526575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2526574.750000 Penalty: 4838.732422
	Iteration 38F: 3 clusters Score -2526575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 140 members 
Entering Unmasked Estep 
Score: -32003.976562 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -32003.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32275.718750 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32275.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32411.873047 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32411.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32455.363281 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32455.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32475.884766 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32475.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32480.251953 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32480.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32511.820312 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32511.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32517.501953 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -32517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32538.048828 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -32538.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32538.048828 Penalty: 2812.260986
	Iteration 9F: 3 clusters Score -32538.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Entering Unmasked Estep 
Score: -1199272.000000 Penalty: 2233.948730
	Iteration 0F: 2 clusters Score -1199272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1192848.000000 Penalty: 4467.897461
	Iteration 0F: 3 clusters Score -1192848 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1194810.375000 Penalty: 4467.897461
	Iteration 1F: 3 clusters Score -1194810 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1195299.875000 Penalty: 4467.897461
	Iteration 2F: 3 clusters Score -1195300 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1195684.875000 Penalty: 4467.897461
	Iteration 3F: 3 clusters Score -1195685 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1196015.250000 Penalty: 4467.897461
	Iteration 4F: 3 clusters Score -1196015 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1196354.625000 Penalty: 4467.897461
	Iteration 5F: 3 clusters Score -1196355 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1196695.250000 Penalty: 4467.897461
	Iteration 6Q: 3 clusters Score -1196695 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1196961.750000 Penalty: 4467.897461
	Iteration 7Q: 3 clusters Score -1196962 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1197174.625000 Penalty: 4467.897461
	Iteration 8Q: 3 clusters Score -1197175 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1197352.500000 Penalty: 4467.897461
	Iteration 9Q: 3 clusters Score -1197352 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1197472.375000 Penalty: 4467.897461
	Iteration 10Q: 3 clusters Score -1197472 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1197595.000000 Penalty: 4467.897461
	Iteration 11Q: 3 clusters Score -1197595 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1197680.125000 Penalty: 4467.897461
	Iteration 12Q: 3 clusters Score -1197680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1197745.250000 Penalty: 4467.897461
	Iteration 13Q: 3 clusters Score -1197745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1197801.500000 Penalty: 4467.897461
	Iteration 14Q: 3 clusters Score -1197802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1197856.000000 Penalty: 4467.897461
	Iteration 15Q: 3 clusters Score -1197856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1197899.500000 Penalty: 4467.897461
	Iteration 16Q: 3 clusters Score -1197900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1197922.250000 Penalty: 4467.897461
	Iteration 17Q: 3 clusters Score -1197922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1197940.000000 Penalty: 4467.897461
	Iteration 18Q: 3 clusters Score -1197940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1197945.250000 Penalty: 4467.897461
	Iteration 19Q: 3 clusters Score -1197945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1197954.125000 Penalty: 4467.897461
	Iteration 20F: 3 clusters Score -1197954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1197961.625000 Penalty: 4467.897461
	Iteration 21Q: 3 clusters Score -1197962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1197969.625000 Penalty: 4467.897461
	Iteration 22Q: 3 clusters Score -1197970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1197974.250000 Penalty: 4467.897461
	Iteration 23Q: 3 clusters Score -1197974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1197981.750000 Penalty: 4467.897461
	Iteration 24Q: 3 clusters Score -1197982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1197987.875000 Penalty: 4467.897461
	Iteration 25Q: 3 clusters Score -1197988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1197994.750000 Penalty: 4467.897461
	Iteration 26Q: 3 clusters Score -1197995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1198004.000000 Penalty: 4467.897461
	Iteration 27Q: 3 clusters Score -1198004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1198015.500000 Penalty: 4467.897461
	Iteration 28Q: 3 clusters Score -1198016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1198021.000000 Penalty: 4467.897461
	Iteration 29Q: 3 clusters Score -1198021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1198028.625000 Penalty: 4467.897461
	Iteration 30Q: 3 clusters Score -1198029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1198040.875000 Penalty: 4467.897461
	Iteration 31Q: 3 clusters Score -1198041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1198048.000000 Penalty: 4467.897461
	Iteration 32Q: 3 clusters Score -1198048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1198055.875000 Penalty: 4467.897461
	Iteration 33Q: 3 clusters Score -1198056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1198058.250000 Penalty: 4467.897461
	Iteration 34Q: 3 clusters Score -1198058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1198060.375000 Penalty: 4467.897461
	Iteration 35Q: 3 clusters Score -1198060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1198063.125000 Penalty: 4467.897461
	Iteration 36Q: 3 clusters Score -1198063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1198064.500000 Penalty: 4467.897461
	Iteration 37Q: 3 clusters Score -1198064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1198065.125000 Penalty: 4467.897461
	Iteration 38Q: 3 clusters Score -1198065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1198067.375000 Penalty: 4467.897461
	Iteration 39Q: 3 clusters Score -1198067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1198069.125000 Penalty: 4467.897461
	Iteration 40F: 3 clusters Score -1198069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1198070.250000 Penalty: 4467.897461
	Iteration 41Q: 3 clusters Score -1198070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1198071.875000 Penalty: 4467.897461
	Iteration 42Q: 3 clusters Score -1198072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1198071.875000 Penalty: 4467.897461
	Iteration 43F: 3 clusters Score -1198072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Entering Unmasked Estep 
Score: -5073033.000000 Penalty: 2576.226562
	Iteration 0F: 2 clusters Score -5073033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5050608.500000 Penalty: 5152.453125
	Iteration 0F: 3 clusters Score -5050608 nChanged 14740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -5059066.500000 Penalty: 5152.453125
	Iteration 1F: 3 clusters Score -5059066 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5059788.500000 Penalty: 5152.453125
	Iteration 2F: 3 clusters Score -5059788 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5060729.000000 Penalty: 5152.453125
	Iteration 3F: 3 clusters Score -5060729 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5061870.500000 Penalty: 5152.453125
	Iteration 4F: 3 clusters Score -5061870 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5063262.500000 Penalty: 5152.453125
	Iteration 5F: 3 clusters Score -5063262 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -5064741.000000 Penalty: 5152.453125
	Iteration 6F: 3 clusters Score -5064741 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5066132.500000 Penalty: 5152.453125
	Iteration 7F: 3 clusters Score -5066132 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5067375.500000 Penalty: 5152.453125
	Iteration 8F: 3 clusters Score -5067376 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -5068477.000000 Penalty: 5152.453125
	Iteration 9Q: 3 clusters Score -5068477 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5069272.500000 Penalty: 5152.453125
	Iteration 10Q: 3 clusters Score -5069272 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -5069787.500000 Penalty: 5152.453125
	Iteration 11Q: 3 clusters Score -5069788 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -5070164.500000 Penalty: 5152.453125
	Iteration 12Q: 3 clusters Score -5070164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5070398.500000 Penalty: 5152.453125
	Iteration 13Q: 3 clusters Score -5070398 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -5070516.000000 Penalty: 5152.453125
	Iteration 14Q: 3 clusters Score -5070516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5070619.000000 Penalty: 5152.453125
	Iteration 15Q: 3 clusters Score -5070619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5070693.500000 Penalty: 5152.453125
	Iteration 16Q: 3 clusters Score -5070694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -5070747.500000 Penalty: 5152.453125
	Iteration 17Q: 3 clusters Score -5070748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5070784.000000 Penalty: 5152.453125
	Iteration 18Q: 3 clusters Score -5070784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -5070802.000000 Penalty: 5152.453125
	Iteration 19Q: 3 clusters Score -5070802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5070830.000000 Penalty: 5152.453125
	Iteration 20F: 3 clusters Score -5070830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5070844.500000 Penalty: 5152.453125
	Iteration 21Q: 3 clusters Score -5070844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5070858.500000 Penalty: 5152.453125
	Iteration 22Q: 3 clusters Score -5070858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5070870.000000 Penalty: 5152.453125
	Iteration 23Q: 3 clusters Score -5070870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5070870.000000 Penalty: 5152.453125
	Iteration 24Q: 3 clusters Score -5070870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5070872.500000 Penalty: 5152.453125
	Iteration 25Q: 3 clusters Score -5070872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -5070880.500000 Penalty: 5152.453125
	Iteration 26Q: 3 clusters Score -5070880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5070886.500000 Penalty: 5152.453125
	Iteration 27Q: 3 clusters Score -5070886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -5070893.000000 Penalty: 5152.453125
	Iteration 28Q: 3 clusters Score -5070893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5070893.000000 Penalty: 5152.453125
	Iteration 29Q: 3 clusters Score -5070893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -5070892.000000 Penalty: 5152.453125
	Iteration 30Q: 3 clusters Score -5070892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -5070892.000000 Penalty: 5152.453125
	Iteration 31F: 3 clusters Score -5070892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Entering Unmasked Estep 
Score: -10383692.000000 Penalty: 2751.156006
	Iteration 0F: 2 clusters Score -1.038369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -10340423.000000 Penalty: 5502.312012
	Iteration 0F: 3 clusters Score -1.034042e+07 nChanged 30786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -10357732.000000 Penalty: 5502.312012
	Iteration 1F: 3 clusters Score -1.035773e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -10358397.000000 Penalty: 5502.312012
	Iteration 2Q: 3 clusters Score -1.03584e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -10359110.000000 Penalty: 5502.312012
	Iteration 3Q: 3 clusters Score -1.035911e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -10359789.000000 Penalty: 5502.312012
	Iteration 4Q: 3 clusters Score -1.035979e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -10360602.000000 Penalty: 5502.312012
	Iteration 5Q: 3 clusters Score -1.03606e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -10361687.000000 Penalty: 5502.312012
	Iteration 6Q: 3 clusters Score -1.036169e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -10363070.000000 Penalty: 5502.312012
	Iteration 7Q: 3 clusters Score -1.036307e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -10365023.000000 Penalty: 5502.312012
	Iteration 8F: 3 clusters Score -1.036502e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -10367569.000000 Penalty: 5502.312012
	Iteration 9F: 3 clusters Score -1.036757e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -10370705.000000 Penalty: 5502.312012
	Iteration 10F: 3 clusters Score -1.03707e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -10374077.000000 Penalty: 5502.312012
	Iteration 11F: 3 clusters Score -1.037408e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -10376826.000000 Penalty: 5502.312012
	Iteration 12F: 3 clusters Score -1.037683e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10378785.000000 Penalty: 5502.312012
	Iteration 13Q: 3 clusters Score -1.037878e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10379934.000000 Penalty: 5502.312012
	Iteration 14Q: 3 clusters Score -1.037993e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10380527.000000 Penalty: 5502.312012
	Iteration 15Q: 3 clusters Score -1.038053e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10380835.000000 Penalty: 5502.312012
	Iteration 16Q: 3 clusters Score -1.038084e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10380999.000000 Penalty: 5502.312012
	Iteration 17Q: 3 clusters Score -1.0381e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10381071.000000 Penalty: 5502.312012
	Iteration 18Q: 3 clusters Score -1.038107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10381119.000000 Penalty: 5502.312012
	Iteration 19Q: 3 clusters Score -1.038112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10381168.000000 Penalty: 5502.312012
	Iteration 20F: 3 clusters Score -1.038117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10381181.000000 Penalty: 5502.312012
	Iteration 21Q: 3 clusters Score -1.038118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10381208.000000 Penalty: 5502.312012
	Iteration 22Q: 3 clusters Score -1.038121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10381217.000000 Penalty: 5502.312012
	Iteration 23Q: 3 clusters Score -1.038122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10381215.000000 Penalty: 5502.312012
	Iteration 24Q: 3 clusters Score -1.038122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10381221.000000 Penalty: 5502.312012
	Iteration 25Q: 3 clusters Score -1.038122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10381214.000000 Penalty: 5502.312012
	Iteration 26Q: 3 clusters Score -1.038121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10381220.000000 Penalty: 5502.312012
	Iteration 27Q: 3 clusters Score -1.038122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10381228.000000 Penalty: 5502.312012
	Iteration 28Q: 3 clusters Score -1.038123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10381229.000000 Penalty: 5502.312012
	Iteration 29Q: 3 clusters Score -1.038123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10381229.000000 Penalty: 5502.312012
	Iteration 30F: 3 clusters Score -1.038123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Entering Unmasked Estep 
Score: -2667024.750000 Penalty: 2428.082520
	Iteration 0F: 2 clusters Score -2667025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2654295.000000 Penalty: 4856.165039
	Iteration 0F: 3 clusters Score -2654295 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2658485.500000 Penalty: 4856.165039
	Iteration 1F: 3 clusters Score -2658486 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2658953.750000 Penalty: 4856.165039
	Iteration 2F: 3 clusters Score -2658954 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2659364.750000 Penalty: 4856.165039
	Iteration 3F: 3 clusters Score -2659365 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2659795.500000 Penalty: 4856.165039
	Iteration 4Q: 3 clusters Score -2659796 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2660169.750000 Penalty: 4856.165039
	Iteration 5Q: 3 clusters Score -2660170 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2660504.750000 Penalty: 4856.165039
	Iteration 6Q: 3 clusters Score -2660505 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2660831.250000 Penalty: 4856.165039
	Iteration 7Q: 3 clusters Score -2660831 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2661129.000000 Penalty: 4856.165039
	Iteration 8Q: 3 clusters Score -2661129 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2661427.500000 Penalty: 4856.165039
	Iteration 9Q: 3 clusters Score -2661428 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2661758.500000 Penalty: 4856.165039
	Iteration 10Q: 3 clusters Score -2661758 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2662074.500000 Penalty: 4856.165039
	Iteration 11Q: 3 clusters Score -2662074 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2662391.750000 Penalty: 4856.165039
	Iteration 12Q: 3 clusters Score -2662392 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2662688.000000 Penalty: 4856.165039
	Iteration 13Q: 3 clusters Score -2662688 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2662914.000000 Penalty: 4856.165039
	Iteration 14Q: 3 clusters Score -2662914 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2663124.500000 Penalty: 4856.165039
	Iteration 15Q: 3 clusters Score -2663124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2663275.250000 Penalty: 4856.165039
	Iteration 16Q: 3 clusters Score -2663275 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2663384.000000 Penalty: 4856.165039
	Iteration 17Q: 3 clusters Score -2663384 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2663481.000000 Penalty: 4856.165039
	Iteration 18Q: 3 clusters Score -2663481 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2663578.250000 Penalty: 4856.165039
	Iteration 19Q: 3 clusters Score -2663578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2663678.000000 Penalty: 4856.165039
	Iteration 20F: 3 clusters Score -2663678 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2663763.000000 Penalty: 4856.165039
	Iteration 21Q: 3 clusters Score -2663763 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2663847.000000 Penalty: 4856.165039
	Iteration 22Q: 3 clusters Score -2663847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2663929.750000 Penalty: 4856.165039
	Iteration 23Q: 3 clusters Score -2663930 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2664026.750000 Penalty: 4856.165039
	Iteration 24Q: 3 clusters Score -2664027 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2664118.500000 Penalty: 4856.165039
	Iteration 25Q: 3 clusters Score -2664118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2664200.750000 Penalty: 4856.165039
	Iteration 26Q: 3 clusters Score -2664201 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2664293.250000 Penalty: 4856.165039
	Iteration 27Q: 3 clusters Score -2664293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2664388.000000 Penalty: 4856.165039
	Iteration 28Q: 3 clusters Score -2664388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2664468.500000 Penalty: 4856.165039
	Iteration 29Q: 3 clusters Score -2664468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2664550.000000 Penalty: 4856.165039
	Iteration 30Q: 3 clusters Score -2664550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2664622.750000 Penalty: 4856.165039
	Iteration 31Q: 3 clusters Score -2664623 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2664682.250000 Penalty: 4856.165039
	Iteration 32Q: 3 clusters Score -2664682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2664745.750000 Penalty: 4856.165039
	Iteration 33Q: 3 clusters Score -2664746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2664805.500000 Penalty: 4856.165039
	Iteration 34Q: 3 clusters Score -2664806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2664851.500000 Penalty: 4856.165039
	Iteration 35Q: 3 clusters Score -2664852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2664904.250000 Penalty: 4856.165039
	Iteration 36Q: 3 clusters Score -2664904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2664941.000000 Penalty: 4856.165039
	Iteration 37Q: 3 clusters Score -2664941 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2664963.500000 Penalty: 4856.165039
	Iteration 38Q: 3 clusters Score -2664964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2664998.500000 Penalty: 4856.165039
	Iteration 39Q: 3 clusters Score -2664998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2665012.250000 Penalty: 4856.165039
	Iteration 40F: 3 clusters Score -2665012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2665036.000000 Penalty: 4856.165039
	Iteration 41Q: 3 clusters Score -2665036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2665052.000000 Penalty: 4856.165039
	Iteration 42Q: 3 clusters Score -2665052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2665075.000000 Penalty: 4856.165039
	Iteration 43Q: 3 clusters Score -2665075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2665095.000000 Penalty: 4856.165039
	Iteration 44Q: 3 clusters Score -2665095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2665118.250000 Penalty: 4856.165039
	Iteration 45Q: 3 clusters Score -2665118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2665137.750000 Penalty: 4856.165039
	Iteration 46Q: 3 clusters Score -2665138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2665162.250000 Penalty: 4856.165039
	Iteration 47Q: 3 clusters Score -2665162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2665187.500000 Penalty: 4856.165039
	Iteration 48Q: 3 clusters Score -2665188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2665208.750000 Penalty: 4856.165039
	Iteration 49Q: 3 clusters Score -2665209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2665238.250000 Penalty: 4856.165039
	Iteration 50Q: 3 clusters Score -2665238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2665267.750000 Penalty: 4856.165039
	Iteration 51Q: 3 clusters Score -2665268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2665289.500000 Penalty: 4856.165039
	Iteration 52Q: 3 clusters Score -2665290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2665325.500000 Penalty: 4856.165039
	Iteration 53Q: 3 clusters Score -2665326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2665363.500000 Penalty: 4856.165039
	Iteration 54Q: 3 clusters Score -2665364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2665414.250000 Penalty: 4856.165039
	Iteration 55Q: 3 clusters Score -2665414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2665448.000000 Penalty: 4856.165039
	Iteration 56Q: 3 clusters Score -2665448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2665474.750000 Penalty: 4856.165039
	Iteration 57Q: 3 clusters Score -2665475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2665505.500000 Penalty: 4856.165039
	Iteration 58Q: 3 clusters Score -2665506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2665513.250000 Penalty: 4856.165039
	Iteration 59Q: 3 clusters Score -2665513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2665523.500000 Penalty: 4856.165039
	Iteration 60F: 3 clusters Score -2665524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2665531.500000 Penalty: 4856.165039
	Iteration 61Q: 3 clusters Score -2665532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2665533.750000 Penalty: 4856.165039
	Iteration 62Q: 3 clusters Score -2665534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2665541.250000 Penalty: 4856.165039
	Iteration 63Q: 3 clusters Score -2665541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2665539.500000 Penalty: 4856.165039
	Iteration 64Q: 3 clusters Score -2665540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2665539.250000 Penalty: 4856.165039
	Iteration 65Q: 3 clusters Score -2665539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2665541.000000 Penalty: 4856.165039
	Iteration 66Q: 3 clusters Score -2665541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2665542.000000 Penalty: 4856.165039
	Iteration 67Q: 3 clusters Score -2665542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2665542.500000 Penalty: 4856.165039
	Iteration 68Q: 3 clusters Score -2665542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2665544.000000 Penalty: 4856.165039
	Iteration 69Q: 3 clusters Score -2665544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2665544.750000 Penalty: 4856.165039
	Iteration 70Q: 3 clusters Score -2665545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2665546.500000 Penalty: 4856.165039
	Iteration 71Q: 3 clusters Score -2665546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2665546.500000 Penalty: 4856.165039
	Iteration 72F: 3 clusters Score -2665546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 148 members 
Entering Unmasked Estep 
Score: -35245.503906 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35245.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35349.039062 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35349.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35393.593750 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35393.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35423.277344 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35423.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35429.796875 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35435.183594 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35435.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35435.183594 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -35435.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Entering Unmasked Estep 
Score: -7139721.000000 Penalty: 2663.573486
	Iteration 0F: 2 clusters Score -7139721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -7108565.000000 Penalty: 5327.146973
	Iteration 0F: 3 clusters Score -7108565 nChanged 21448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -7121178.000000 Penalty: 5327.146973
	Iteration 1F: 3 clusters Score -7121178 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -7122545.500000 Penalty: 5327.146973
	Iteration 2F: 3 clusters Score -7122546 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7124314.500000 Penalty: 5327.146973
	Iteration 3F: 3 clusters Score -7124314 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7126370.000000 Penalty: 5327.146973
	Iteration 4F: 3 clusters Score -7126370 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7128491.000000 Penalty: 5327.146973
	Iteration 5F: 3 clusters Score -7128491 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -7130522.000000 Penalty: 5327.146973
	Iteration 6F: 3 clusters Score -7130522 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -7132466.000000 Penalty: 5327.146973
	Iteration 7F: 3 clusters Score -7132466 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -7133995.000000 Penalty: 5327.146973
	Iteration 8Q: 3 clusters Score -7133995 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -7135105.000000 Penalty: 5327.146973
	Iteration 9Q: 3 clusters Score -7135105 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7135958.000000 Penalty: 5327.146973
	Iteration 10Q: 3 clusters Score -7135958 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -7136563.000000 Penalty: 5327.146973
	Iteration 11Q: 3 clusters Score -7136563 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7136960.000000 Penalty: 5327.146973
	Iteration 12Q: 3 clusters Score -7136960 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7137295.000000 Penalty: 5327.146973
	Iteration 13Q: 3 clusters Score -7137295 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -7137538.000000 Penalty: 5327.146973
	Iteration 14Q: 3 clusters Score -7137538 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7137712.500000 Penalty: 5327.146973
	Iteration 15Q: 3 clusters Score -7137712 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -7137913.000000 Penalty: 5327.146973
	Iteration 16Q: 3 clusters Score -7137913 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7138032.000000 Penalty: 5327.146973
	Iteration 17Q: 3 clusters Score -7138032 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7138186.500000 Penalty: 5327.146973
	Iteration 18Q: 3 clusters Score -7138186 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7138293.500000 Penalty: 5327.146973
	Iteration 19Q: 3 clusters Score -7138294 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7138371.000000 Penalty: 5327.146973
	Iteration 20F: 3 clusters Score -7138371 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -7138445.500000 Penalty: 5327.146973
	Iteration 21Q: 3 clusters Score -7138446 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7138514.500000 Penalty: 5327.146973
	Iteration 22Q: 3 clusters Score -7138514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7138557.500000 Penalty: 5327.146973
	Iteration 23Q: 3 clusters Score -7138558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -7138621.000000 Penalty: 5327.146973
	Iteration 24Q: 3 clusters Score -7138621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -7138641.000000 Penalty: 5327.146973
	Iteration 25Q: 3 clusters Score -7138641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -7138661.500000 Penalty: 5327.146973
	Iteration 26Q: 3 clusters Score -7138662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -7138670.500000 Penalty: 5327.146973
	Iteration 27Q: 3 clusters Score -7138670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -7138672.500000 Penalty: 5327.146973
	Iteration 28Q: 3 clusters Score -7138672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7138688.500000 Penalty: 5327.146973
	Iteration 29Q: 3 clusters Score -7138688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -7138699.000000 Penalty: 5327.146973
	Iteration 30Q: 3 clusters Score -7138699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -7138722.000000 Penalty: 5327.146973
	Iteration 31Q: 3 clusters Score -7138722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -7138727.500000 Penalty: 5327.146973
	Iteration 32Q: 3 clusters Score -7138728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -7138720.000000 Penalty: 5327.146973
	Iteration 33Q: 3 clusters Score -7138720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -7138732.500000 Penalty: 5327.146973
	Iteration 34Q: 3 clusters Score -7138732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -7138737.500000 Penalty: 5327.146973
	Iteration 35Q: 3 clusters Score -7138738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -7138745.000000 Penalty: 5327.146973
	Iteration 36Q: 3 clusters Score -7138745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -7138744.000000 Penalty: 5327.146973
	Iteration 37Q: 3 clusters Score -7138744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -7138741.000000 Penalty: 5327.146973
	Iteration 38Q: 3 clusters Score -7138741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -7138731.500000 Penalty: 5327.146973
	Iteration 39Q: 3 clusters Score -7138732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -7138734.500000 Penalty: 5327.146973
	Iteration 40F: 3 clusters Score -7138734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -7138732.500000 Penalty: 5327.146973
	Iteration 41Q: 3 clusters Score -7138732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -7138740.500000 Penalty: 5327.146973
	Iteration 42Q: 3 clusters Score -7138740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -7138750.500000 Penalty: 5327.146973
	Iteration 43Q: 3 clusters Score -7138750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -7138757.000000 Penalty: 5327.146973
	Iteration 44Q: 3 clusters Score -7138757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -7138761.500000 Penalty: 5327.146973
	Iteration 45Q: 3 clusters Score -7138762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -7138761.500000 Penalty: 5327.146973
	Iteration 46F: 3 clusters Score -7138762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 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 715 members 
Entering Unmasked Estep 
Score: -215067.703125 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215067.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215488.671875 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215488.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -215696.796875 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215696.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -215846.640625 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -215846.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -215997.671875 Penalty: 3613.951172
	Iteration 4F: 3 clusters Score -215997.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -216113.718750 Penalty: 3613.951172
	Iteration 5F: 3 clusters Score -216113.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -216211.812500 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -216211.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216266.937500 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -216266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -216291.562500 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -216291.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -216307.531250 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -216307.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -216323.875000 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -216323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216334.750000 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -216334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -216339.359375 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -216339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -216341.781250 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -216341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -216341.781250 Penalty: 3613.951172
	Iteration 14F: 3 clusters Score -216341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Entering Unmasked Estep 
Score: -1956593.000000 Penalty: 2349.040039
	Iteration 0F: 2 clusters Score -1956593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1947052.750000 Penalty: 4698.080078
	Iteration 0F: 3 clusters Score -1947053 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1950130.125000 Penalty: 4698.080078
	Iteration 1F: 3 clusters Score -1950130 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1950773.125000 Penalty: 4698.080078
	Iteration 2F: 3 clusters Score -1950773 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1951488.875000 Penalty: 4698.080078
	Iteration 3F: 3 clusters Score -1951489 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1952257.000000 Penalty: 4698.080078
	Iteration 4F: 3 clusters Score -1952257 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1953006.375000 Penalty: 4698.080078
	Iteration 5F: 3 clusters Score -1953006 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1953669.375000 Penalty: 4698.080078
	Iteration 6F: 3 clusters Score -1953669 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1954241.500000 Penalty: 4698.080078
	Iteration 7F: 3 clusters Score -1954242 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1954669.500000 Penalty: 4698.080078
	Iteration 8Q: 3 clusters Score -1954670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1955026.125000 Penalty: 4698.080078
	Iteration 9Q: 3 clusters Score -1955026 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1955248.000000 Penalty: 4698.080078
	Iteration 10Q: 3 clusters Score -1955248 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1955389.500000 Penalty: 4698.080078
	Iteration 11Q: 3 clusters Score -1955390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1955497.750000 Penalty: 4698.080078
	Iteration 12Q: 3 clusters Score -1955498 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1955584.250000 Penalty: 4698.080078
	Iteration 13Q: 3 clusters Score -1955584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1955664.375000 Penalty: 4698.080078
	Iteration 14Q: 3 clusters Score -1955664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1955698.500000 Penalty: 4698.080078
	Iteration 15Q: 3 clusters Score -1955698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1955729.125000 Penalty: 4698.080078
	Iteration 16Q: 3 clusters Score -1955729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1955747.750000 Penalty: 4698.080078
	Iteration 17Q: 3 clusters Score -1955748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1955774.125000 Penalty: 4698.080078
	Iteration 18Q: 3 clusters Score -1955774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1955776.125000 Penalty: 4698.080078
	Iteration 19Q: 3 clusters Score -1955776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1955799.500000 Penalty: 4698.080078
	Iteration 20F: 3 clusters Score -1955800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1955806.250000 Penalty: 4698.080078
	Iteration 21Q: 3 clusters Score -1955806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1955818.250000 Penalty: 4698.080078
	Iteration 22Q: 3 clusters Score -1955818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1955819.750000 Penalty: 4698.080078
	Iteration 23Q: 3 clusters Score -1955820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1955823.500000 Penalty: 4698.080078
	Iteration 24Q: 3 clusters Score -1955824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1955831.625000 Penalty: 4698.080078
	Iteration 25Q: 3 clusters Score -1955832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1955847.125000 Penalty: 4698.080078
	Iteration 26Q: 3 clusters Score -1955847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1955843.000000 Penalty: 4698.080078
	Iteration 27Q: 3 clusters Score -1955843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1955847.375000 Penalty: 4698.080078
	Iteration 28Q: 3 clusters Score -1955847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1955850.875000 Penalty: 4698.080078
	Iteration 29Q: 3 clusters Score -1955851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1955854.250000 Penalty: 4698.080078
	Iteration 30Q: 3 clusters Score -1955854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1955853.125000 Penalty: 4698.080078
	Iteration 31Q: 3 clusters Score -1955853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1955853.125000 Penalty: 4698.080078
	Iteration 32Q: 3 clusters Score -1955853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1955851.875000 Penalty: 4698.080078
	Iteration 33Q: 3 clusters Score -1955852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1955853.500000 Penalty: 4698.080078
	Iteration 34Q: 3 clusters Score -1955854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1955858.250000 Penalty: 4698.080078
	Iteration 35Q: 3 clusters Score -1955858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1955853.625000 Penalty: 4698.080078
	Iteration 36Q: 3 clusters Score -1955854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955856.000000 Penalty: 4698.080078
	Iteration 37Q: 3 clusters Score -1955856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1955861.000000 Penalty: 4698.080078
	Iteration 38Q: 3 clusters Score -1955861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1955861.500000 Penalty: 4698.080078
	Iteration 39Q: 3 clusters Score -1955862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1955856.125000 Penalty: 4698.080078
	Iteration 40F: 3 clusters Score -1955856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1955859.250000 Penalty: 4698.080078
	Iteration 41Q: 3 clusters Score -1955859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1955862.125000 Penalty: 4698.080078
	Iteration 42Q: 3 clusters Score -1955862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955864.375000 Penalty: 4698.080078
	Iteration 43Q: 3 clusters Score -1955864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1955863.500000 Penalty: 4698.080078
	Iteration 44Q: 3 clusters Score -1955864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1955861.500000 Penalty: 4698.080078
	Iteration 45Q: 3 clusters Score -1955862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1955864.375000 Penalty: 4698.080078
	Iteration 46Q: 3 clusters Score -1955864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955868.375000 Penalty: 4698.080078
	Iteration 47Q: 3 clusters Score -1955868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955867.625000 Penalty: 4698.080078
	Iteration 48Q: 3 clusters Score -1955868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1955867.875000 Penalty: 4698.080078
	Iteration 49Q: 3 clusters Score -1955868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955868.500000 Penalty: 4698.080078
	Iteration 50Q: 3 clusters Score -1955868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1955865.500000 Penalty: 4698.080078
	Iteration 51Q: 3 clusters Score -1955866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1955867.000000 Penalty: 4698.080078
	Iteration 52Q: 3 clusters Score -1955867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1955867.750000 Penalty: 4698.080078
	Iteration 53Q: 3 clusters Score -1955868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1955867.500000 Penalty: 4698.080078
	Iteration 54Q: 3 clusters Score -1955868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1955867.000000 Penalty: 4698.080078
	Iteration 55Q: 3 clusters Score -1955867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1955867.375000 Penalty: 4698.080078
	Iteration 56Q: 3 clusters Score -1955867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1955864.500000 Penalty: 4698.080078
	Iteration 57Q: 3 clusters Score -1955864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1955862.250000 Penalty: 4698.080078
	Iteration 58Q: 3 clusters Score -1955862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1955863.625000 Penalty: 4698.080078
	Iteration 59Q: 3 clusters Score -1955864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1955865.625000 Penalty: 4698.080078
	Iteration 60F: 3 clusters Score -1955866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1955865.375000 Penalty: 4698.080078
	Iteration 61Q: 3 clusters Score -1955865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1955867.375000 Penalty: 4698.080078
	Iteration 62Q: 3 clusters Score -1955867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1955867.375000 Penalty: 4698.080078
	Iteration 63F: 3 clusters Score -1955867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Entering Unmasked Estep 
Score: -1500392.375000 Penalty: 2282.696777
	Iteration 0F: 2 clusters Score -1500392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1492808.125000 Penalty: 4565.393555
	Iteration 0F: 3 clusters Score -1492808 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1495181.875000 Penalty: 4565.393555
	Iteration 1F: 3 clusters Score -1495182 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1496023.125000 Penalty: 4565.393555
	Iteration 2F: 3 clusters Score -1496023 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1496815.125000 Penalty: 4565.393555
	Iteration 3F: 3 clusters Score -1496815 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1497481.000000 Penalty: 4565.393555
	Iteration 4F: 3 clusters Score -1497481 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1498000.000000 Penalty: 4565.393555
	Iteration 5F: 3 clusters Score -1498000 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1498381.375000 Penalty: 4565.393555
	Iteration 6F: 3 clusters Score -1498381 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1498705.875000 Penalty: 4565.393555
	Iteration 7Q: 3 clusters Score -1498706 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1498986.250000 Penalty: 4565.393555
	Iteration 8Q: 3 clusters Score -1498986 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1499243.875000 Penalty: 4565.393555
	Iteration 9Q: 3 clusters Score -1499244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1499491.250000 Penalty: 4565.393555
	Iteration 10Q: 3 clusters Score -1499491 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1499700.500000 Penalty: 4565.393555
	Iteration 11Q: 3 clusters Score -1499700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1499857.250000 Penalty: 4565.393555
	Iteration 12Q: 3 clusters Score -1499857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1499955.875000 Penalty: 4565.393555
	Iteration 13Q: 3 clusters Score -1499956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1500013.125000 Penalty: 4565.393555
	Iteration 14Q: 3 clusters Score -1500013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1500064.875000 Penalty: 4565.393555
	Iteration 15Q: 3 clusters Score -1500065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1500103.375000 Penalty: 4565.393555
	Iteration 16Q: 3 clusters Score -1500103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1500130.625000 Penalty: 4565.393555
	Iteration 17Q: 3 clusters Score -1500131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1500144.125000 Penalty: 4565.393555
	Iteration 18Q: 3 clusters Score -1500144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1500162.500000 Penalty: 4565.393555
	Iteration 19Q: 3 clusters Score -1500162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1500171.375000 Penalty: 4565.393555
	Iteration 20F: 3 clusters Score -1500171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1500174.125000 Penalty: 4565.393555
	Iteration 21Q: 3 clusters Score -1500174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1500175.750000 Penalty: 4565.393555
	Iteration 22Q: 3 clusters Score -1500176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1500175.375000 Penalty: 4565.393555
	Iteration 23Q: 3 clusters Score -1500175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1500176.000000 Penalty: 4565.393555
	Iteration 24Q: 3 clusters Score -1500176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1500175.500000 Penalty: 4565.393555
	Iteration 25Q: 3 clusters Score -1500176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1500177.500000 Penalty: 4565.393555
	Iteration 26Q: 3 clusters Score -1500178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1500178.000000 Penalty: 4565.393555
	Iteration 27Q: 3 clusters Score -1500178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1500178.000000 Penalty: 4565.393555
	Iteration 28F: 3 clusters Score -1500178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1042143.562500 Penalty: 2195.496338
	Iteration 0F: 2 clusters Score -1042144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1036363.000000 Penalty: 4390.992676
	Iteration 0F: 3 clusters Score -1036363 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1037940.250000 Penalty: 4390.992676
	Iteration 1F: 3 clusters Score -1037940 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1038266.187500 Penalty: 4390.992676
	Iteration 2F: 3 clusters Score -1038266 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1038553.062500 Penalty: 4390.992676
	Iteration 3F: 3 clusters Score -1038553 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1038808.437500 Penalty: 4390.992676
	Iteration 4F: 3 clusters Score -1038808 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1039044.812500 Penalty: 4390.992676
	Iteration 5Q: 3 clusters Score -1039045 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1039244.562500 Penalty: 4390.992676
	Iteration 6Q: 3 clusters Score -1039245 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1039389.125000 Penalty: 4390.992676
	Iteration 7Q: 3 clusters Score -1039389 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1039496.687500 Penalty: 4390.992676
	Iteration 8Q: 3 clusters Score -1039497 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1039592.812500 Penalty: 4390.992676
	Iteration 9Q: 3 clusters Score -1039593 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1039679.250000 Penalty: 4390.992676
	Iteration 10Q: 3 clusters Score -1039679 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1039766.312500 Penalty: 4390.992676
	Iteration 11Q: 3 clusters Score -1039766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1039854.125000 Penalty: 4390.992676
	Iteration 12Q: 3 clusters Score -1039854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1039923.937500 Penalty: 4390.992676
	Iteration 13Q: 3 clusters Score -1039924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1040003.187500 Penalty: 4390.992676
	Iteration 14Q: 3 clusters Score -1040003 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1040099.250000 Penalty: 4390.992676
	Iteration 15Q: 3 clusters Score -1040099 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1040243.500000 Penalty: 4390.992676
	Iteration 16Q: 3 clusters Score -1040244 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1040471.687500 Penalty: 4390.992676
	Iteration 17Q: 3 clusters Score -1040472 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1040842.812500 Penalty: 4390.992676
	Iteration 18Q: 3 clusters Score -1040843 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1041267.000000 Penalty: 4390.992676
	Iteration 19Q: 3 clusters Score -1041267 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1041541.500000 Penalty: 4390.992676
	Iteration 20F: 3 clusters Score -1041542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1041700.750000 Penalty: 4390.992676
	Iteration 21Q: 3 clusters Score -1041701 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1041798.812500 Penalty: 4390.992676
	Iteration 22Q: 3 clusters Score -1041799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1041875.937500 Penalty: 4390.992676
	Iteration 23Q: 3 clusters Score -1041876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1041952.625000 Penalty: 4390.992676
	Iteration 24Q: 3 clusters Score -1041953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1042008.125000 Penalty: 4390.992676
	Iteration 25Q: 3 clusters Score -1042008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1042035.937500 Penalty: 4390.992676
	Iteration 26Q: 3 clusters Score -1042036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1042064.187500 Penalty: 4390.992676
	Iteration 27Q: 3 clusters Score -1042064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1042096.000000 Penalty: 4390.992676
	Iteration 28Q: 3 clusters Score -1042096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1042125.750000 Penalty: 4390.992676
	Iteration 29Q: 3 clusters Score -1042126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1042148.750000 Penalty: 4390.992676
	Iteration 30Q: 3 clusters Score -1042149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1042176.312500 Penalty: 4390.992676
	Iteration 31Q: 3 clusters Score -1042176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1042211.437500 Penalty: 4390.992676
	Iteration 32Q: 3 clusters Score -1042211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1042250.937500 Penalty: 4390.992676
	Iteration 33Q: 3 clusters Score -1042251 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1042294.937500 Penalty: 4390.992676
	Iteration 34Q: 3 clusters Score -1042295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1042340.625000 Penalty: 4390.992676
	Iteration 35Q: 3 clusters Score -1042341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1042390.187500 Penalty: 4390.992676
	Iteration 36Q: 3 clusters Score -1042390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1042420.187500 Penalty: 4390.992676
	Iteration 37Q: 3 clusters Score -1042420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1042434.500000 Penalty: 4390.992676
	Iteration 38Q: 3 clusters Score -1042434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1042454.062500 Penalty: 4390.992676
	Iteration 39Q: 3 clusters Score -1042454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1042474.125000 Penalty: 4390.992676
	Iteration 40F: 3 clusters Score -1042474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1042485.937500 Penalty: 4390.992676
	Iteration 41Q: 3 clusters Score -1042486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1042496.125000 Penalty: 4390.992676
	Iteration 42Q: 3 clusters Score -1042496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1042503.312500 Penalty: 4390.992676
	Iteration 43Q: 3 clusters Score -1042503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1042511.312500 Penalty: 4390.992676
	Iteration 44Q: 3 clusters Score -1042511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1042515.437500 Penalty: 4390.992676
	Iteration 45Q: 3 clusters Score -1042515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1042520.937500 Penalty: 4390.992676
	Iteration 46Q: 3 clusters Score -1042521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1042522.187500 Penalty: 4390.992676
	Iteration 47Q: 3 clusters Score -1042522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1042524.375000 Penalty: 4390.992676
	Iteration 48Q: 3 clusters Score -1042524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1042525.750000 Penalty: 4390.992676
	Iteration 49Q: 3 clusters Score -1042526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1042526.687500 Penalty: 4390.992676
	Iteration 50Q: 3 clusters Score -1042527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1042527.750000 Penalty: 4390.992676
	Iteration 51Q: 3 clusters Score -1042528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1042527.750000 Penalty: 4390.992676
	Iteration 52F: 3 clusters Score -1042528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 3900 members 
Entering Unmasked Estep 
Score: -120398272.000000 Penalty: 148260.671875
Splitting cluster 22 changes total score from -120398944.000000 to -120398272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -1508928.250000 Penalty: 2285.006104
	Iteration 0F: 2 clusters Score -1508928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1501311.375000 Penalty: 4570.012207
	Iteration 0F: 3 clusters Score -1501311 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1503629.125000 Penalty: 4570.012207
	Iteration 1F: 3 clusters Score -1503629 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1504033.500000 Penalty: 4570.012207
	Iteration 2F: 3 clusters Score -1504034 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1504390.750000 Penalty: 4570.012207
	Iteration 3F: 3 clusters Score -1504391 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1504760.125000 Penalty: 4570.012207
	Iteration 4F: 3 clusters Score -1504760 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1505102.500000 Penalty: 4570.012207
	Iteration 5F: 3 clusters Score -1505102 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1505436.875000 Penalty: 4570.012207
	Iteration 6Q: 3 clusters Score -1505437 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1505707.375000 Penalty: 4570.012207
	Iteration 7Q: 3 clusters Score -1505707 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1505966.500000 Penalty: 4570.012207
	Iteration 8Q: 3 clusters Score -1505966 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1506148.500000 Penalty: 4570.012207
	Iteration 9Q: 3 clusters Score -1506148 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1506279.250000 Penalty: 4570.012207
	Iteration 10Q: 3 clusters Score -1506279 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1506378.375000 Penalty: 4570.012207
	Iteration 11Q: 3 clusters Score -1506378 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1506437.500000 Penalty: 4570.012207
	Iteration 12Q: 3 clusters Score -1506438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1506485.875000 Penalty: 4570.012207
	Iteration 13Q: 3 clusters Score -1506486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1506523.250000 Penalty: 4570.012207
	Iteration 14Q: 3 clusters Score -1506523 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1506555.125000 Penalty: 4570.012207
	Iteration 15Q: 3 clusters Score -1506555 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1506576.875000 Penalty: 4570.012207
	Iteration 16Q: 3 clusters Score -1506577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1506591.375000 Penalty: 4570.012207
	Iteration 17Q: 3 clusters Score -1506591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1506600.125000 Penalty: 4570.012207
	Iteration 18Q: 3 clusters Score -1506600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1506613.250000 Penalty: 4570.012207
	Iteration 19Q: 3 clusters Score -1506613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1506621.875000 Penalty: 4570.012207
	Iteration 20F: 3 clusters Score -1506622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1506630.625000 Penalty: 4570.012207
	Iteration 21Q: 3 clusters Score -1506631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1506637.750000 Penalty: 4570.012207
	Iteration 22Q: 3 clusters Score -1506638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1506646.875000 Penalty: 4570.012207
	Iteration 23Q: 3 clusters Score -1506647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1506647.500000 Penalty: 4570.012207
	Iteration 24Q: 3 clusters Score -1506648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1506653.250000 Penalty: 4570.012207
	Iteration 25Q: 3 clusters Score -1506653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1506655.125000 Penalty: 4570.012207
	Iteration 26Q: 3 clusters Score -1506655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1506655.125000 Penalty: 4570.012207
	Iteration 27Q: 3 clusters Score -1506655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1506661.500000 Penalty: 4570.012207
	Iteration 28Q: 3 clusters Score -1506662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1506662.625000 Penalty: 4570.012207
	Iteration 29Q: 3 clusters Score -1506663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1506663.500000 Penalty: 4570.012207
	Iteration 30Q: 3 clusters Score -1506664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1506668.750000 Penalty: 4570.012207
	Iteration 31Q: 3 clusters Score -1506669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1506669.375000 Penalty: 4570.012207
	Iteration 32Q: 3 clusters Score -1506669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1506670.250000 Penalty: 4570.012207
	Iteration 33Q: 3 clusters Score -1506670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1506670.250000 Penalty: 4570.012207
	Iteration 34Q: 3 clusters Score -1506670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1506669.250000 Penalty: 4570.012207
	Iteration 35Q: 3 clusters Score -1506669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1506669.750000 Penalty: 4570.012207
	Iteration 36Q: 3 clusters Score -1506670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1506669.750000 Penalty: 4570.012207
	Iteration 37Q: 3 clusters Score -1506670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1506669.250000 Penalty: 4570.012207
	Iteration 38Q: 3 clusters Score -1506669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1506669.250000 Penalty: 4570.012207
	Iteration 39F: 3 clusters Score -1506669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Entering Unmasked Estep 
Score: -9600850.000000 Penalty: 2734.680664
	Iteration 0F: 2 clusters Score -9600850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -9559664.000000 Penalty: 5469.361328
	Iteration 0F: 3 clusters Score -9559664 nChanged 28504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -9575861.000000 Penalty: 5469.361328
	Iteration 1F: 3 clusters Score -9575861 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -9576931.000000 Penalty: 5469.361328
	Iteration 2Q: 3 clusters Score -9576931 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -9578482.000000 Penalty: 5469.361328
	Iteration 3F: 3 clusters Score -9578482 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9580593.000000 Penalty: 5469.361328
	Iteration 4F: 3 clusters Score -9580593 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -9583093.000000 Penalty: 5469.361328
	Iteration 5F: 3 clusters Score -9583093 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -9585449.000000 Penalty: 5469.361328
	Iteration 6F: 3 clusters Score -9585449 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -9587489.000000 Penalty: 5469.361328
	Iteration 7F: 3 clusters Score -9587489 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -9589323.000000 Penalty: 5469.361328
	Iteration 8F: 3 clusters Score -9589323 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -9591121.000000 Penalty: 5469.361328
	Iteration 9Q: 3 clusters Score -9591121 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -9592806.000000 Penalty: 5469.361328
	Iteration 10Q: 3 clusters Score -9592806 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -9594556.000000 Penalty: 5469.361328
	Iteration 11Q: 3 clusters Score -9594556 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -9595943.000000 Penalty: 5469.361328
	Iteration 12Q: 3 clusters Score -9595943 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -9597001.000000 Penalty: 5469.361328
	Iteration 13Q: 3 clusters Score -9597001 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -9597642.000000 Penalty: 5469.361328
	Iteration 14Q: 3 clusters Score -9597642 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -9598007.000000 Penalty: 5469.361328
	Iteration 15Q: 3 clusters Score -9598007 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -9598207.000000 Penalty: 5469.361328
	Iteration 16Q: 3 clusters Score -9598207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -9598339.000000 Penalty: 5469.361328
	Iteration 17Q: 3 clusters Score -9598339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -9598423.000000 Penalty: 5469.361328
	Iteration 18Q: 3 clusters Score -9598423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -9598463.000000 Penalty: 5469.361328
	Iteration 19Q: 3 clusters Score -9598463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -9598503.000000 Penalty: 5469.361328
	Iteration 20F: 3 clusters Score -9598503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -9598509.000000 Penalty: 5469.361328
	Iteration 21Q: 3 clusters Score -9598509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -9598528.000000 Penalty: 5469.361328
	Iteration 22Q: 3 clusters Score -9598528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -9598544.000000 Penalty: 5469.361328
	Iteration 23Q: 3 clusters Score -9598544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -9598534.000000 Penalty: 5469.361328
	Iteration 24Q: 3 clusters Score -9598534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -9598546.000000 Penalty: 5469.361328
	Iteration 25Q: 3 clusters Score -9598546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -9598548.000000 Penalty: 5469.361328
	Iteration 26Q: 3 clusters Score -9598548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -9598547.000000 Penalty: 5469.361328
	Iteration 27Q: 3 clusters Score -9598547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -9598547.000000 Penalty: 5469.361328
	Iteration 28F: 3 clusters Score -9598547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Entering Unmasked Estep 
Score: -4404638.000000 Penalty: 2541.081543
	Iteration 0F: 2 clusters Score -4404638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4385201.000000 Penalty: 5082.163086
	Iteration 0F: 3 clusters Score -4385201 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4392027.000000 Penalty: 5082.163086
	Iteration 1F: 3 clusters Score -4392027 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4392560.500000 Penalty: 5082.163086
	Iteration 2F: 3 clusters Score -4392560 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4393067.000000 Penalty: 5082.163086
	Iteration 3Q: 3 clusters Score -4393067 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4393745.500000 Penalty: 5082.163086
	Iteration 4Q: 3 clusters Score -4393746 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4394720.000000 Penalty: 5082.163086
	Iteration 5F: 3 clusters Score -4394720 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4396047.000000 Penalty: 5082.163086
	Iteration 6F: 3 clusters Score -4396047 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4397353.500000 Penalty: 5082.163086
	Iteration 7F: 3 clusters Score -4397354 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4398455.000000 Penalty: 5082.163086
	Iteration 8F: 3 clusters Score -4398455 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4399265.500000 Penalty: 5082.163086
	Iteration 9Q: 3 clusters Score -4399266 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4399935.500000 Penalty: 5082.163086
	Iteration 10Q: 3 clusters Score -4399936 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -4400506.500000 Penalty: 5082.163086
	Iteration 11Q: 3 clusters Score -4400506 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4401011.000000 Penalty: 5082.163086
	Iteration 12Q: 3 clusters Score -4401011 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4401413.500000 Penalty: 5082.163086
	Iteration 13Q: 3 clusters Score -4401414 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4401729.500000 Penalty: 5082.163086
	Iteration 14Q: 3 clusters Score -4401730 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4401970.000000 Penalty: 5082.163086
	Iteration 15Q: 3 clusters Score -4401970 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4402147.500000 Penalty: 5082.163086
	Iteration 16Q: 3 clusters Score -4402148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4402241.500000 Penalty: 5082.163086
	Iteration 17Q: 3 clusters Score -4402242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4402298.000000 Penalty: 5082.163086
	Iteration 18Q: 3 clusters Score -4402298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4402357.000000 Penalty: 5082.163086
	Iteration 19Q: 3 clusters Score -4402357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4402398.500000 Penalty: 5082.163086
	Iteration 20F: 3 clusters Score -4402398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4402414.500000 Penalty: 5082.163086
	Iteration 21Q: 3 clusters Score -4402414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4402437.000000 Penalty: 5082.163086
	Iteration 22Q: 3 clusters Score -4402437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4402452.000000 Penalty: 5082.163086
	Iteration 23Q: 3 clusters Score -4402452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4402472.500000 Penalty: 5082.163086
	Iteration 24Q: 3 clusters Score -4402472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4402480.000000 Penalty: 5082.163086
	Iteration 25Q: 3 clusters Score -4402480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4402490.500000 Penalty: 5082.163086
	Iteration 26Q: 3 clusters Score -4402490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4402498.500000 Penalty: 5082.163086
	Iteration 27Q: 3 clusters Score -4402498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4402505.500000 Penalty: 5082.163086
	Iteration 28Q: 3 clusters Score -4402506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4402516.000000 Penalty: 5082.163086
	Iteration 29Q: 3 clusters Score -4402516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4402520.500000 Penalty: 5082.163086
	Iteration 30Q: 3 clusters Score -4402520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4402527.000000 Penalty: 5082.163086
	Iteration 31Q: 3 clusters Score -4402527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4402530.500000 Penalty: 5082.163086
	Iteration 32Q: 3 clusters Score -4402530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4402533.000000 Penalty: 5082.163086
	Iteration 33Q: 3 clusters Score -4402533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4402542.500000 Penalty: 5082.163086
	Iteration 34Q: 3 clusters Score -4402542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4402539.500000 Penalty: 5082.163086
	Iteration 35Q: 3 clusters Score -4402540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4402539.500000 Penalty: 5082.163086
	Iteration 36F: 3 clusters Score -4402540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Entering Unmasked Estep 
Score: -1146388.875000 Penalty: 2219.378174
	Iteration 0F: 2 clusters Score -1146389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1140199.000000 Penalty: 4438.756348
	Iteration 0F: 3 clusters Score -1140199 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1141977.000000 Penalty: 4438.756348
	Iteration 1F: 3 clusters Score -1141977 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1142265.875000 Penalty: 4438.756348
	Iteration 2F: 3 clusters Score -1142266 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1142513.500000 Penalty: 4438.756348
	Iteration 3F: 3 clusters Score -1142514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1142823.875000 Penalty: 4438.756348
	Iteration 4Q: 3 clusters Score -1142824 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1143327.625000 Penalty: 4438.756348
	Iteration 5F: 3 clusters Score -1143328 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1143997.125000 Penalty: 4438.756348
	Iteration 6F: 3 clusters Score -1143997 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1144506.500000 Penalty: 4438.756348
	Iteration 7F: 3 clusters Score -1144506 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1144838.250000 Penalty: 4438.756348
	Iteration 8F: 3 clusters Score -1144838 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1145082.000000 Penalty: 4438.756348
	Iteration 9Q: 3 clusters Score -1145082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1145278.875000 Penalty: 4438.756348
	Iteration 10Q: 3 clusters Score -1145279 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1145436.750000 Penalty: 4438.756348
	Iteration 11Q: 3 clusters Score -1145437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1145566.875000 Penalty: 4438.756348
	Iteration 12Q: 3 clusters Score -1145567 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1145662.500000 Penalty: 4438.756348
	Iteration 13Q: 3 clusters Score -1145662 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1145751.750000 Penalty: 4438.756348
	Iteration 14Q: 3 clusters Score -1145752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1145841.750000 Penalty: 4438.756348
	Iteration 15Q: 3 clusters Score -1145842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1145937.000000 Penalty: 4438.756348
	Iteration 16Q: 3 clusters Score -1145937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1146051.000000 Penalty: 4438.756348
	Iteration 17Q: 3 clusters Score -1146051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1146155.625000 Penalty: 4438.756348
	Iteration 18Q: 3 clusters Score -1146156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1146264.875000 Penalty: 4438.756348
	Iteration 19Q: 3 clusters Score -1146265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1146388.750000 Penalty: 4438.756348
	Iteration 20F: 3 clusters Score -1146389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1146544.625000 Penalty: 4438.756348
	Iteration 21Q: 3 clusters Score -1146545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1146623.750000 Penalty: 4438.756348
	Iteration 22Q: 3 clusters Score -1146624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1146650.750000 Penalty: 4438.756348
	Iteration 23Q: 3 clusters Score -1146651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1146665.250000 Penalty: 4438.756348
	Iteration 24Q: 3 clusters Score -1146665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1146673.000000 Penalty: 4438.756348
	Iteration 25Q: 3 clusters Score -1146673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1146674.875000 Penalty: 4438.756348
	Iteration 26Q: 3 clusters Score -1146675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1146680.875000 Penalty: 4438.756348
	Iteration 27Q: 3 clusters Score -1146681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1146686.125000 Penalty: 4438.756348
	Iteration 28Q: 3 clusters Score -1146686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1146688.250000 Penalty: 4438.756348
	Iteration 29Q: 3 clusters Score -1146688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1146687.875000 Penalty: 4438.756348
	Iteration 30Q: 3 clusters Score -1146688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1146688.125000 Penalty: 4438.756348
	Iteration 31Q: 3 clusters Score -1146688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1146690.625000 Penalty: 4438.756348
	Iteration 32Q: 3 clusters Score -1146691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1146692.125000 Penalty: 4438.756348
	Iteration 33Q: 3 clusters Score -1146692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1146692.750000 Penalty: 4438.756348
	Iteration 34Q: 3 clusters Score -1146693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1146691.875000 Penalty: 4438.756348
	Iteration 35Q: 3 clusters Score -1146692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1146691.875000 Penalty: 4438.756348
	Iteration 36F: 3 clusters Score -1146692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 6341 members 
Entering Unmasked Estep 
Score: -120397896.000000 Penalty: 148260.671875
Splitting cluster 26 changes total score from -120398944.000000 to -120397896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -161761.906250 Penalty: 1733.811890
	Iteration 0F: 2 clusters Score -161761.9 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 529 members 
Entering Unmasked Estep 
Score: -159758.484375 Penalty: 3467.623779
	Iteration 0F: 3 clusters Score -159758.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -160070.203125 Penalty: 3467.623779
	Iteration 1F: 3 clusters Score -160070.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160147.875000 Penalty: 3467.623779
	Iteration 2F: 3 clusters Score -160147.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160211.296875 Penalty: 3467.623779
	Iteration 3Q: 3 clusters Score -160211.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160246.328125 Penalty: 3467.623779
	Iteration 4Q: 3 clusters Score -160246.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160267.781250 Penalty: 3467.623779
	Iteration 5Q: 3 clusters Score -160267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -160287.703125 Penalty: 3467.623779
	Iteration 6Q: 3 clusters Score -160287.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -160297.703125 Penalty: 3467.623779
	Iteration 7Q: 3 clusters Score -160297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160302.812500 Penalty: 3467.623779
	Iteration 8Q: 3 clusters Score -160302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -160303.453125 Penalty: 3467.623779
	Iteration 9Q: 3 clusters Score -160303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160304.734375 Penalty: 3467.623779
	Iteration 10Q: 3 clusters Score -160304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160306.109375 Penalty: 3467.623779
	Iteration 11Q: 3 clusters Score -160306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160306.109375 Penalty: 3467.623779
	Iteration 12F: 3 clusters Score -160306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -177137.640625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -177137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175038.968750 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -175039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -175391.281250 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -175391.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175521.140625 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -175521.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175602.187500 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -175602.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175691.968750 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -175692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175767.281250 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -175767.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175836.187500 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -175836.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175884.703125 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -175884.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -175936.796875 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -175936.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176020.359375 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -176020.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176140.078125 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -176140.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176228.156250 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -176228.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176267.687500 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -176267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -176295.203125 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -176295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -176312.890625 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -176312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -176330.656250 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -176330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176343.687500 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -176343.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176354.781250 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -176354.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176366.468750 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -176366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176382.171875 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -176382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -176392.187500 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -176392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -176408.078125 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -176408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -176417.125000 Penalty: 3515.436523
	Iteration 22Q: 3 clusters Score -176417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176426.625000 Penalty: 3515.436523
	Iteration 23Q: 3 clusters Score -176426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -176431.468750 Penalty: 3515.436523
	Iteration 24Q: 3 clusters Score -176431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176435.671875 Penalty: 3515.436523
	Iteration 25Q: 3 clusters Score -176435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -176437.078125 Penalty: 3515.436523
	Iteration 26Q: 3 clusters Score -176437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -176437.078125 Penalty: 3515.436523
	Iteration 27F: 3 clusters Score -176437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 233 members 
Entering Unmasked Estep 
Score: -67437.281250 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67437.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67578.070312 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67578.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67618.039062 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67618.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67649.468750 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67649.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67653.304688 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67655.132812 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67655.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67655.562500 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -67655.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67658.484375 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -67658.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67662.843750 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -67662.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67670.484375 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -67670.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67670.484375 Penalty: 3050.698975
	Iteration 10F: 3 clusters Score -67670.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -183812.765625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183812.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184232.421875 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184232.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -184404.656250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184404.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184543.031250 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -184646.109375 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -184646.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184762.421875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -184762.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184835.953125 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -184836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -184909.546875 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -184909.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -184998.218750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -184998.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185081.250000 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185081.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -185160.250000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185160.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185245.890625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185245.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -185359.187500 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185359.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185475.500000 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185475.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185598.484375 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185598.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185696.953125 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185744.531250 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185744.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185799.515625 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -185799.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -185846.203125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -185846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185864.265625 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -185864.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185873.843750 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -185873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185889.609375 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -185889.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185904.531250 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -185904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185917.171875 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -185917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -185932.468750 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -185932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185940.343750 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -185940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185951.546875 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -185951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -185953.671875 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -185953.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -185956.359375 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -185956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185958.718750 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -185958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185963.218750 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -185963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -185964.250000 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -185964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185965.218750 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -185965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -185965.843750 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -185965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185966.937500 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -185966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185968.343750 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -185968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185968.984375 Penalty: 3579.852051
	Iteration 36Q: 3 clusters Score -185969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -185969.765625 Penalty: 3579.852051
	Iteration 37Q: 3 clusters Score -185969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -185969.765625 Penalty: 3579.852051
	Iteration 38F: 3 clusters Score -185969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 583 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 780 members 
Entering Unmasked Estep 
Score: -120397352.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120398944.000000 to -120397352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Entering Unmasked Estep 
Score: -9686682.000000 Penalty: 2739.235352
	Iteration 0F: 2 clusters Score -9686682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -9644816.000000 Penalty: 5478.470703
	Iteration 0F: 3 clusters Score -9644816 nChanged 29251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -9661916.000000 Penalty: 5478.470703
	Iteration 1F: 3 clusters Score -9661916 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -9663189.000000 Penalty: 5478.470703
	Iteration 2Q: 3 clusters Score -9663189 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -9664903.000000 Penalty: 5478.470703
	Iteration 3F: 3 clusters Score -9664903 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -9667383.000000 Penalty: 5478.470703
	Iteration 4F: 3 clusters Score -9667383 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -9670616.000000 Penalty: 5478.470703
	Iteration 5F: 3 clusters Score -9670616 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -9674422.000000 Penalty: 5478.470703
	Iteration 6F: 3 clusters Score -9674422 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -9678042.000000 Penalty: 5478.470703
	Iteration 7F: 3 clusters Score -9678042 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -9680866.000000 Penalty: 5478.470703
	Iteration 8F: 3 clusters Score -9680866 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -9682528.000000 Penalty: 5478.470703
	Iteration 9Q: 3 clusters Score -9682528 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -9683445.000000 Penalty: 5478.470703
	Iteration 10Q: 3 clusters Score -9683445 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -9683850.000000 Penalty: 5478.470703
	Iteration 11Q: 3 clusters Score -9683850 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -9684035.000000 Penalty: 5478.470703
	Iteration 12Q: 3 clusters Score -9684035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -9684198.000000 Penalty: 5478.470703
	Iteration 13Q: 3 clusters Score -9684198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -9684267.000000 Penalty: 5478.470703
	Iteration 14Q: 3 clusters Score -9684267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -9684303.000000 Penalty: 5478.470703
	Iteration 15Q: 3 clusters Score -9684303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -9684328.000000 Penalty: 5478.470703
	Iteration 16Q: 3 clusters Score -9684328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -9684347.000000 Penalty: 5478.470703
	Iteration 17Q: 3 clusters Score -9684347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -9684364.000000 Penalty: 5478.470703
	Iteration 18Q: 3 clusters Score -9684364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -9684374.000000 Penalty: 5478.470703
	Iteration 19Q: 3 clusters Score -9684374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -9684382.000000 Penalty: 5478.470703
	Iteration 20F: 3 clusters Score -9684382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -9684389.000000 Penalty: 5478.470703
	Iteration 21Q: 3 clusters Score -9684389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -9684396.000000 Penalty: 5478.470703
	Iteration 22Q: 3 clusters Score -9684396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -9684402.000000 Penalty: 5478.470703
	Iteration 23Q: 3 clusters Score -9684402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -9684407.000000 Penalty: 5478.470703
	Iteration 24Q: 3 clusters Score -9684407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -9684408.000000 Penalty: 5478.470703
	Iteration 25Q: 3 clusters Score -9684408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -9684408.000000 Penalty: 5478.470703
	Iteration 26F: 3 clusters Score -9684408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (53580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Entering Unmasked Estep 
Score: -8475048.000000 Penalty: 2700.455078
	Iteration 0F: 2 clusters Score -8475048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -8438993.000000 Penalty: 5400.910156
	Iteration 0F: 3 clusters Score -8438993 nChanged 24961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -8452710.000000 Penalty: 5400.910156
	Iteration 1F: 3 clusters Score -8452710 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -8453455.000000 Penalty: 5400.910156
	Iteration 2Q: 3 clusters Score -8453455 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -8454199.000000 Penalty: 5400.910156
	Iteration 3Q: 3 clusters Score -8454199 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8455091.000000 Penalty: 5400.910156
	Iteration 4Q: 3 clusters Score -8455091 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -8456278.000000 Penalty: 5400.910156
	Iteration 5Q: 3 clusters Score -8456278 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -8458187.000000 Penalty: 5400.910156
	Iteration 6F: 3 clusters Score -8458187 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -8460736.000000 Penalty: 5400.910156
	Iteration 7F: 3 clusters Score -8460736 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -8463504.000000 Penalty: 5400.910156
	Iteration 8F: 3 clusters Score -8463504 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8466166.000000 Penalty: 5400.910156
	Iteration 9F: 3 clusters Score -8466166 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8468284.000000 Penalty: 5400.910156
	Iteration 10Q: 3 clusters Score -8468284 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -8470020.000000 Penalty: 5400.910156
	Iteration 11Q: 3 clusters Score -8470020 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8471189.000000 Penalty: 5400.910156
	Iteration 12Q: 3 clusters Score -8471189 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8472016.000000 Penalty: 5400.910156
	Iteration 13Q: 3 clusters Score -8472016 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8472488.000000 Penalty: 5400.910156
	Iteration 14Q: 3 clusters Score -8472488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8472688.000000 Penalty: 5400.910156
	Iteration 15Q: 3 clusters Score -8472688 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8472817.000000 Penalty: 5400.910156
	Iteration 16Q: 3 clusters Score -8472817 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8472876.000000 Penalty: 5400.910156
	Iteration 17Q: 3 clusters Score -8472876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8472942.000000 Penalty: 5400.910156
	Iteration 18Q: 3 clusters Score -8472942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8472960.000000 Penalty: 5400.910156
	Iteration 19Q: 3 clusters Score -8472960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8472989.000000 Penalty: 5400.910156
	Iteration 20F: 3 clusters Score -8472989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8473008.000000 Penalty: 5400.910156
	Iteration 21Q: 3 clusters Score -8473008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8473018.000000 Penalty: 5400.910156
	Iteration 22Q: 3 clusters Score -8473018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8473038.000000 Penalty: 5400.910156
	Iteration 23Q: 3 clusters Score -8473038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8473045.000000 Penalty: 5400.910156
	Iteration 24Q: 3 clusters Score -8473045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8473052.000000 Penalty: 5400.910156
	Iteration 25Q: 3 clusters Score -8473052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8473070.000000 Penalty: 5400.910156
	Iteration 26Q: 3 clusters Score -8473070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8473061.000000 Penalty: 5400.910156
	Iteration 27Q: 3 clusters Score -8473061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8473056.000000 Penalty: 5400.910156
	Iteration 28Q: 3 clusters Score -8473056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8473065.000000 Penalty: 5400.910156
	Iteration 29Q: 3 clusters Score -8473065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8473061.000000 Penalty: 5400.910156
	Iteration 30Q: 3 clusters Score -8473061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8473058.000000 Penalty: 5400.910156
	Iteration 31Q: 3 clusters Score -8473058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8473063.000000 Penalty: 5400.910156
	Iteration 32Q: 3 clusters Score -8473063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8473057.000000 Penalty: 5400.910156
	Iteration 33Q: 3 clusters Score -8473057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8473071.000000 Penalty: 5400.910156
	Iteration 34Q: 3 clusters Score -8473071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8473073.000000 Penalty: 5400.910156
	Iteration 35Q: 3 clusters Score -8473073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8473071.000000 Penalty: 5400.910156
	Iteration 36Q: 3 clusters Score -8473071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8473071.000000 Penalty: 5400.910156
	Iteration 37F: 3 clusters Score -8473071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -92853.148438 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -92853.15 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 372 members 
Entering Unmasked Estep 
Score: -91281.164062 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -91281.16 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91682.429688 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -91682.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91829.554688 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -91829.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91934.484375 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -91934.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91992.921875 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -91992.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92040.281250 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -92040.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92090.421875 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -92090.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92170.226562 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -92170.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92264.406250 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -92264.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92317.812500 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -92317.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92356.265625 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -92356.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92377.414062 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -92377.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92379.414062 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -92379.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92382.039062 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -92382.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92382.039062 Penalty: 3263.996826
	Iteration 14F: 3 clusters Score -92382.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Entering Unmasked Estep 
Score: -3107185.500000 Penalty: 2454.122803
	Iteration 0F: 2 clusters Score -3107186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3093152.750000 Penalty: 4908.245605
	Iteration 0F: 3 clusters Score -3093153 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3097824.500000 Penalty: 4908.245605
	Iteration 1F: 3 clusters Score -3097824 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3098269.500000 Penalty: 4908.245605
	Iteration 2F: 3 clusters Score -3098270 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3098668.250000 Penalty: 4908.245605
	Iteration 3Q: 3 clusters Score -3098668 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3099124.000000 Penalty: 4908.245605
	Iteration 4Q: 3 clusters Score -3099124 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3099668.000000 Penalty: 4908.245605
	Iteration 5F: 3 clusters Score -3099668 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3100377.750000 Penalty: 4908.245605
	Iteration 6F: 3 clusters Score -3100378 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3101094.000000 Penalty: 4908.245605
	Iteration 7F: 3 clusters Score -3101094 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3101743.250000 Penalty: 4908.245605
	Iteration 8F: 3 clusters Score -3101743 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3102223.750000 Penalty: 4908.245605
	Iteration 9Q: 3 clusters Score -3102224 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3102584.000000 Penalty: 4908.245605
	Iteration 10Q: 3 clusters Score -3102584 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3102878.000000 Penalty: 4908.245605
	Iteration 11Q: 3 clusters Score -3102878 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3103161.000000 Penalty: 4908.245605
	Iteration 12Q: 3 clusters Score -3103161 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3103428.750000 Penalty: 4908.245605
	Iteration 13Q: 3 clusters Score -3103429 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3103651.250000 Penalty: 4908.245605
	Iteration 14Q: 3 clusters Score -3103651 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3103828.750000 Penalty: 4908.245605
	Iteration 15Q: 3 clusters Score -3103829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3104024.750000 Penalty: 4908.245605
	Iteration 16Q: 3 clusters Score -3104025 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3104190.250000 Penalty: 4908.245605
	Iteration 17Q: 3 clusters Score -3104190 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3104321.750000 Penalty: 4908.245605
	Iteration 18Q: 3 clusters Score -3104322 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3104451.000000 Penalty: 4908.245605
	Iteration 19Q: 3 clusters Score -3104451 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3104563.750000 Penalty: 4908.245605
	Iteration 20F: 3 clusters Score -3104564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3104657.250000 Penalty: 4908.245605
	Iteration 21Q: 3 clusters Score -3104657 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3104761.500000 Penalty: 4908.245605
	Iteration 22Q: 3 clusters Score -3104762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3104838.750000 Penalty: 4908.245605
	Iteration 23Q: 3 clusters Score -3104839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3104914.250000 Penalty: 4908.245605
	Iteration 24Q: 3 clusters Score -3104914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3104955.250000 Penalty: 4908.245605
	Iteration 25Q: 3 clusters Score -3104955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3104989.500000 Penalty: 4908.245605
	Iteration 26Q: 3 clusters Score -3104990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3105011.000000 Penalty: 4908.245605
	Iteration 27Q: 3 clusters Score -3105011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3105027.500000 Penalty: 4908.245605
	Iteration 28Q: 3 clusters Score -3105028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3105039.500000 Penalty: 4908.245605
	Iteration 29Q: 3 clusters Score -3105040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3105047.000000 Penalty: 4908.245605
	Iteration 30Q: 3 clusters Score -3105047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3105052.750000 Penalty: 4908.245605
	Iteration 31Q: 3 clusters Score -3105053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3105058.000000 Penalty: 4908.245605
	Iteration 32Q: 3 clusters Score -3105058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3105067.500000 Penalty: 4908.245605
	Iteration 33Q: 3 clusters Score -3105068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3105074.250000 Penalty: 4908.245605
	Iteration 34Q: 3 clusters Score -3105074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3105078.500000 Penalty: 4908.245605
	Iteration 35Q: 3 clusters Score -3105078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3105093.750000 Penalty: 4908.245605
	Iteration 36Q: 3 clusters Score -3105094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3105101.500000 Penalty: 4908.245605
	Iteration 37Q: 3 clusters Score -3105102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3105113.750000 Penalty: 4908.245605
	Iteration 38Q: 3 clusters Score -3105114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3105126.750000 Penalty: 4908.245605
	Iteration 39Q: 3 clusters Score -3105127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3105130.000000 Penalty: 4908.245605
	Iteration 40F: 3 clusters Score -3105130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3105137.250000 Penalty: 4908.245605
	Iteration 41Q: 3 clusters Score -3105137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3105142.000000 Penalty: 4908.245605
	Iteration 42Q: 3 clusters Score -3105142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3105140.000000 Penalty: 4908.245605
	Iteration 43Q: 3 clusters Score -3105140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3105139.750000 Penalty: 4908.245605
	Iteration 44Q: 3 clusters Score -3105140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3105139.750000 Penalty: 4908.245605
	Iteration 45F: 3 clusters Score -3105140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -456092.656250 Penalty: 1994.589600
	Iteration 0F: 2 clusters Score -456092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -452810.531250 Penalty: 3989.179199
	Iteration 0F: 3 clusters Score -452810.5 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -453773.156250 Penalty: 3989.179199
	Iteration 1F: 3 clusters Score -453773.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -454385.500000 Penalty: 3989.179199
	Iteration 2F: 3 clusters Score -454385.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -454970.250000 Penalty: 3989.179199
	Iteration 3F: 3 clusters Score -454970.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455348.593750 Penalty: 3989.179199
	Iteration 4F: 3 clusters Score -455348.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -455538.000000 Penalty: 3989.179199
	Iteration 5Q: 3 clusters Score -455538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -455638.593750 Penalty: 3989.179199
	Iteration 6Q: 3 clusters Score -455638.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455689.937500 Penalty: 3989.179199
	Iteration 7Q: 3 clusters Score -455689.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -455725.156250 Penalty: 3989.179199
	Iteration 8Q: 3 clusters Score -455725.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -455741.562500 Penalty: 3989.179199
	Iteration 9Q: 3 clusters Score -455741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455750.312500 Penalty: 3989.179199
	Iteration 10Q: 3 clusters Score -455750.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -455753.812500 Penalty: 3989.179199
	Iteration 11Q: 3 clusters Score -455753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -455758.531250 Penalty: 3989.179199
	Iteration 12Q: 3 clusters Score -455758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -455762.218750 Penalty: 3989.179199
	Iteration 13Q: 3 clusters Score -455762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -455762.968750 Penalty: 3989.179199
	Iteration 14Q: 3 clusters Score -455763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -455764.562500 Penalty: 3989.179199
	Iteration 15Q: 3 clusters Score -455764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -455767.687500 Penalty: 3989.179199
	Iteration 16Q: 3 clusters Score -455767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -455769.500000 Penalty: 3989.179199
	Iteration 17Q: 3 clusters Score -455769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -455769.875000 Penalty: 3989.179199
	Iteration 18Q: 3 clusters Score -455769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -455771.062500 Penalty: 3989.179199
	Iteration 19Q: 3 clusters Score -455771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455771.843750 Penalty: 3989.179199
	Iteration 20F: 3 clusters Score -455771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -455772.406250 Penalty: 3989.179199
	Iteration 21Q: 3 clusters Score -455772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455772.406250 Penalty: 3989.179199
	Iteration 22Q: 3 clusters Score -455772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -455772.406250 Penalty: 3989.179199
	Iteration 23F: 3 clusters Score -455772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Entering Unmasked Estep 
Score: -3063434.250000 Penalty: 2453.334229
	Iteration 0F: 2 clusters Score -3063434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3049553.750000 Penalty: 4906.668457
	Iteration 0F: 3 clusters Score -3049554 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3054272.500000 Penalty: 4906.668457
	Iteration 1F: 3 clusters Score -3054272 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3054758.000000 Penalty: 4906.668457
	Iteration 2F: 3 clusters Score -3054758 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3055202.500000 Penalty: 4906.668457
	Iteration 3F: 3 clusters Score -3055202 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3055654.500000 Penalty: 4906.668457
	Iteration 4Q: 3 clusters Score -3055654 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3056137.500000 Penalty: 4906.668457
	Iteration 5Q: 3 clusters Score -3056138 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3056694.000000 Penalty: 4906.668457
	Iteration 6F: 3 clusters Score -3056694 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3057270.000000 Penalty: 4906.668457
	Iteration 7F: 3 clusters Score -3057270 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3057890.750000 Penalty: 4906.668457
	Iteration 8F: 3 clusters Score -3057891 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3058450.250000 Penalty: 4906.668457
	Iteration 9F: 3 clusters Score -3058450 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3058869.500000 Penalty: 4906.668457
	Iteration 10Q: 3 clusters Score -3058870 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3059169.000000 Penalty: 4906.668457
	Iteration 11Q: 3 clusters Score -3059169 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3059352.250000 Penalty: 4906.668457
	Iteration 12Q: 3 clusters Score -3059352 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3059463.750000 Penalty: 4906.668457
	Iteration 13Q: 3 clusters Score -3059464 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3059532.750000 Penalty: 4906.668457
	Iteration 14Q: 3 clusters Score -3059533 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3059572.750000 Penalty: 4906.668457
	Iteration 15Q: 3 clusters Score -3059573 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3059608.750000 Penalty: 4906.668457
	Iteration 16Q: 3 clusters Score -3059609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3059633.750000 Penalty: 4906.668457
	Iteration 17Q: 3 clusters Score -3059634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3059658.250000 Penalty: 4906.668457
	Iteration 18Q: 3 clusters Score -3059658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3059668.000000 Penalty: 4906.668457
	Iteration 19Q: 3 clusters Score -3059668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3059687.500000 Penalty: 4906.668457
	Iteration 20F: 3 clusters Score -3059688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3059700.500000 Penalty: 4906.668457
	Iteration 21Q: 3 clusters Score -3059700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3059708.000000 Penalty: 4906.668457
	Iteration 22Q: 3 clusters Score -3059708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3059707.000000 Penalty: 4906.668457
	Iteration 23Q: 3 clusters Score -3059707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3059712.250000 Penalty: 4906.668457
	Iteration 24Q: 3 clusters Score -3059712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3059718.500000 Penalty: 4906.668457
	Iteration 25Q: 3 clusters Score -3059718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3059720.250000 Penalty: 4906.668457
	Iteration 26Q: 3 clusters Score -3059720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3059716.000000 Penalty: 4906.668457
	Iteration 27Q: 3 clusters Score -3059716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3059722.500000 Penalty: 4906.668457
	Iteration 28Q: 3 clusters Score -3059722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3059720.000000 Penalty: 4906.668457
	Iteration 29Q: 3 clusters Score -3059720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3059722.250000 Penalty: 4906.668457
	Iteration 30Q: 3 clusters Score -3059722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3059719.750000 Penalty: 4906.668457
	Iteration 31Q: 3 clusters Score -3059720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3059722.750000 Penalty: 4906.668457
	Iteration 32Q: 3 clusters Score -3059723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3059724.750000 Penalty: 4906.668457
	Iteration 33Q: 3 clusters Score -3059725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3059724.750000 Penalty: 4906.668457
	Iteration 34Q: 3 clusters Score -3059725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3059725.500000 Penalty: 4906.668457
	Iteration 35Q: 3 clusters Score -3059726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3059722.500000 Penalty: 4906.668457
	Iteration 36Q: 3 clusters Score -3059722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3059723.000000 Penalty: 4906.668457
	Iteration 37Q: 3 clusters Score -3059723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3059726.250000 Penalty: 4906.668457
	Iteration 38Q: 3 clusters Score -3059726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3059727.750000 Penalty: 4906.668457
	Iteration 39Q: 3 clusters Score -3059728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3059727.500000 Penalty: 4906.668457
	Iteration 40F: 3 clusters Score -3059728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3059726.000000 Penalty: 4906.668457
	Iteration 41Q: 3 clusters Score -3059726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3059724.250000 Penalty: 4906.668457
	Iteration 42Q: 3 clusters Score -3059724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3059724.250000 Penalty: 4906.668457
	Iteration 43F: 3 clusters Score -3059724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -1005872.000000 Penalty: 2186.800049
	Iteration 0F: 2 clusters Score -1005872 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 3339 members 
Entering Unmasked Estep 
Score: -1000287.625000 Penalty: 4373.600098
	Iteration 0F: 3 clusters Score -1000288 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1001799.062500 Penalty: 4373.600098
	Iteration 1F: 3 clusters Score -1001799 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1002081.937500 Penalty: 4373.600098
	Iteration 2F: 3 clusters Score -1002082 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1002257.312500 Penalty: 4373.600098
	Iteration 3F: 3 clusters Score -1002257 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1002392.562500 Penalty: 4373.600098
	Iteration 4Q: 3 clusters Score -1002393 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1002512.062500 Penalty: 4373.600098
	Iteration 5Q: 3 clusters Score -1002512 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1002620.812500 Penalty: 4373.600098
	Iteration 6Q: 3 clusters Score -1002621 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1002708.375000 Penalty: 4373.600098
	Iteration 7Q: 3 clusters Score -1002708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1002780.750000 Penalty: 4373.600098
	Iteration 8Q: 3 clusters Score -1002781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1002848.125000 Penalty: 4373.600098
	Iteration 9Q: 3 clusters Score -1002848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1002921.812500 Penalty: 4373.600098
	Iteration 10Q: 3 clusters Score -1002922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1002999.250000 Penalty: 4373.600098
	Iteration 11Q: 3 clusters Score -1002999 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1003085.750000 Penalty: 4373.600098
	Iteration 12Q: 3 clusters Score -1003086 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1003209.125000 Penalty: 4373.600098
	Iteration 13Q: 3 clusters Score -1003209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1003361.687500 Penalty: 4373.600098
	Iteration 14Q: 3 clusters Score -1003362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1003523.625000 Penalty: 4373.600098
	Iteration 15Q: 3 clusters Score -1003524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1003673.812500 Penalty: 4373.600098
	Iteration 16Q: 3 clusters Score -1003674 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1003799.000000 Penalty: 4373.600098
	Iteration 17Q: 3 clusters Score -1003799 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1003901.687500 Penalty: 4373.600098
	Iteration 18Q: 3 clusters Score -1003902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1004011.625000 Penalty: 4373.600098
	Iteration 19Q: 3 clusters Score -1004012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1004110.750000 Penalty: 4373.600098
	Iteration 20F: 3 clusters Score -1004111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1004208.875000 Penalty: 4373.600098
	Iteration 21Q: 3 clusters Score -1004209 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1004293.875000 Penalty: 4373.600098
	Iteration 22Q: 3 clusters Score -1004294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1004358.875000 Penalty: 4373.600098
	Iteration 23Q: 3 clusters Score -1004359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1004409.187500 Penalty: 4373.600098
	Iteration 24Q: 3 clusters Score -1004409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1004450.750000 Penalty: 4373.600098
	Iteration 25Q: 3 clusters Score -1004451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1004485.812500 Penalty: 4373.600098
	Iteration 26Q: 3 clusters Score -1004486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1004514.500000 Penalty: 4373.600098
	Iteration 27Q: 3 clusters Score -1004514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1004546.562500 Penalty: 4373.600098
	Iteration 28Q: 3 clusters Score -1004547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1004567.250000 Penalty: 4373.600098
	Iteration 29Q: 3 clusters Score -1004567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1004595.187500 Penalty: 4373.600098
	Iteration 30Q: 3 clusters Score -1004595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1004623.687500 Penalty: 4373.600098
	Iteration 31Q: 3 clusters Score -1004624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1004662.187500 Penalty: 4373.600098
	Iteration 32Q: 3 clusters Score -1004662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1004699.312500 Penalty: 4373.600098
	Iteration 33Q: 3 clusters Score -1004699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1004742.312500 Penalty: 4373.600098
	Iteration 34Q: 3 clusters Score -1004742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1004775.750000 Penalty: 4373.600098
	Iteration 35Q: 3 clusters Score -1004776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1004813.000000 Penalty: 4373.600098
	Iteration 36Q: 3 clusters Score -1004813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1004840.562500 Penalty: 4373.600098
	Iteration 37Q: 3 clusters Score -1004841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1004860.875000 Penalty: 4373.600098
	Iteration 38Q: 3 clusters Score -1004861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1004891.812500 Penalty: 4373.600098
	Iteration 39Q: 3 clusters Score -1004892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1004920.937500 Penalty: 4373.600098
	Iteration 40F: 3 clusters Score -1004921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1004948.125000 Penalty: 4373.600098
	Iteration 41Q: 3 clusters Score -1004948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1004967.250000 Penalty: 4373.600098
	Iteration 42Q: 3 clusters Score -1004967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1004985.375000 Penalty: 4373.600098
	Iteration 43Q: 3 clusters Score -1004985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1004998.875000 Penalty: 4373.600098
	Iteration 44Q: 3 clusters Score -1004999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1005010.562500 Penalty: 4373.600098
	Iteration 45Q: 3 clusters Score -1005011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1005022.875000 Penalty: 4373.600098
	Iteration 46Q: 3 clusters Score -1005023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1005031.062500 Penalty: 4373.600098
	Iteration 47Q: 3 clusters Score -1005031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1005044.812500 Penalty: 4373.600098
	Iteration 48Q: 3 clusters Score -1005045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1005055.437500 Penalty: 4373.600098
	Iteration 49Q: 3 clusters Score -1005055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1005069.500000 Penalty: 4373.600098
	Iteration 50Q: 3 clusters Score -1005070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1005084.562500 Penalty: 4373.600098
	Iteration 51Q: 3 clusters Score -1005085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1005092.187500 Penalty: 4373.600098
	Iteration 52Q: 3 clusters Score -1005092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1005102.187500 Penalty: 4373.600098
	Iteration 53Q: 3 clusters Score -1005102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1005111.687500 Penalty: 4373.600098
	Iteration 54Q: 3 clusters Score -1005112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1005118.937500 Penalty: 4373.600098
	Iteration 55Q: 3 clusters Score -1005119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1005126.812500 Penalty: 4373.600098
	Iteration 56Q: 3 clusters Score -1005127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1005134.937500 Penalty: 4373.600098
	Iteration 57Q: 3 clusters Score -1005135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1005138.187500 Penalty: 4373.600098
	Iteration 58Q: 3 clusters Score -1005138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1005146.062500 Penalty: 4373.600098
	Iteration 59Q: 3 clusters Score -1005146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1005148.562500 Penalty: 4373.600098
	Iteration 60F: 3 clusters Score -1005149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1005152.312500 Penalty: 4373.600098
	Iteration 61Q: 3 clusters Score -1005152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1005153.625000 Penalty: 4373.600098
	Iteration 62Q: 3 clusters Score -1005154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1005155.625000 Penalty: 4373.600098
	Iteration 63Q: 3 clusters Score -1005156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1005156.250000 Penalty: 4373.600098
	Iteration 64Q: 3 clusters Score -1005156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1005156.812500 Penalty: 4373.600098
	Iteration 65Q: 3 clusters Score -1005157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1005156.812500 Penalty: 4373.600098
	Iteration 66F: 3 clusters Score -1005157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Entering Unmasked Estep 
Score: -1016095.125000 Penalty: 2190.336914
	Iteration 0F: 2 clusters Score -1016095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1010475.750000 Penalty: 4380.673828
	Iteration 0F: 3 clusters Score -1010476 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1012203.437500 Penalty: 4380.673828
	Iteration 1F: 3 clusters Score -1012203 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1012627.312500 Penalty: 4380.673828
	Iteration 2F: 3 clusters Score -1012627 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1012925.062500 Penalty: 4380.673828
	Iteration 3F: 3 clusters Score -1012925 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1013142.875000 Penalty: 4380.673828
	Iteration 4Q: 3 clusters Score -1013143 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1013346.687500 Penalty: 4380.673828
	Iteration 5Q: 3 clusters Score -1013347 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1013542.875000 Penalty: 4380.673828
	Iteration 6Q: 3 clusters Score -1013543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1013749.062500 Penalty: 4380.673828
	Iteration 7Q: 3 clusters Score -1013749 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1013942.687500 Penalty: 4380.673828
	Iteration 8Q: 3 clusters Score -1013943 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1014134.500000 Penalty: 4380.673828
	Iteration 9Q: 3 clusters Score -1014134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1014317.750000 Penalty: 4380.673828
	Iteration 10Q: 3 clusters Score -1014318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1014440.937500 Penalty: 4380.673828
	Iteration 11Q: 3 clusters Score -1014441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1014515.500000 Penalty: 4380.673828
	Iteration 12Q: 3 clusters Score -1014516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1014555.187500 Penalty: 4380.673828
	Iteration 13Q: 3 clusters Score -1014555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1014575.125000 Penalty: 4380.673828
	Iteration 14Q: 3 clusters Score -1014575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1014593.937500 Penalty: 4380.673828
	Iteration 15Q: 3 clusters Score -1014594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1014602.687500 Penalty: 4380.673828
	Iteration 16Q: 3 clusters Score -1014603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1014608.250000 Penalty: 4380.673828
	Iteration 17Q: 3 clusters Score -1014608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1014616.312500 Penalty: 4380.673828
	Iteration 18Q: 3 clusters Score -1014616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1014622.125000 Penalty: 4380.673828
	Iteration 19Q: 3 clusters Score -1014622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1014626.312500 Penalty: 4380.673828
	Iteration 20F: 3 clusters Score -1014626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1014632.062500 Penalty: 4380.673828
	Iteration 21Q: 3 clusters Score -1014632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1014635.125000 Penalty: 4380.673828
	Iteration 22Q: 3 clusters Score -1014635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1014638.062500 Penalty: 4380.673828
	Iteration 23Q: 3 clusters Score -1014638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1014638.437500 Penalty: 4380.673828
	Iteration 24Q: 3 clusters Score -1014638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014640.375000 Penalty: 4380.673828
	Iteration 25Q: 3 clusters Score -1014640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1014641.500000 Penalty: 4380.673828
	Iteration 26Q: 3 clusters Score -1014642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1014642.500000 Penalty: 4380.673828
	Iteration 27Q: 3 clusters Score -1014642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1014640.875000 Penalty: 4380.673828
	Iteration 28Q: 3 clusters Score -1014641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1014645.187500 Penalty: 4380.673828
	Iteration 29Q: 3 clusters Score -1014645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1014648.562500 Penalty: 4380.673828
	Iteration 30Q: 3 clusters Score -1014649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1014651.375000 Penalty: 4380.673828
	Iteration 31Q: 3 clusters Score -1014651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1014656.875000 Penalty: 4380.673828
	Iteration 32Q: 3 clusters Score -1014657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1014665.187500 Penalty: 4380.673828
	Iteration 33Q: 3 clusters Score -1014665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1014671.937500 Penalty: 4380.673828
	Iteration 34Q: 3 clusters Score -1014672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1014675.187500 Penalty: 4380.673828
	Iteration 35Q: 3 clusters Score -1014675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1014679.437500 Penalty: 4380.673828
	Iteration 36Q: 3 clusters Score -1014679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1014680.750000 Penalty: 4380.673828
	Iteration 37Q: 3 clusters Score -1014681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1014685.437500 Penalty: 4380.673828
	Iteration 38Q: 3 clusters Score -1014685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1014692.062500 Penalty: 4380.673828
	Iteration 39Q: 3 clusters Score -1014692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1014697.750000 Penalty: 4380.673828
	Iteration 40F: 3 clusters Score -1014698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1014699.937500 Penalty: 4380.673828
	Iteration 41Q: 3 clusters Score -1014700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1014702.187500 Penalty: 4380.673828
	Iteration 42Q: 3 clusters Score -1014702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1014706.437500 Penalty: 4380.673828
	Iteration 43Q: 3 clusters Score -1014706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1014711.312500 Penalty: 4380.673828
	Iteration 44Q: 3 clusters Score -1014711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1014714.437500 Penalty: 4380.673828
	Iteration 45Q: 3 clusters Score -1014714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1014719.375000 Penalty: 4380.673828
	Iteration 46Q: 3 clusters Score -1014719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1014726.562500 Penalty: 4380.673828
	Iteration 47Q: 3 clusters Score -1014727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1014738.687500 Penalty: 4380.673828
	Iteration 48Q: 3 clusters Score -1014739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1014750.500000 Penalty: 4380.673828
	Iteration 49Q: 3 clusters Score -1014750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1014760.750000 Penalty: 4380.673828
	Iteration 50Q: 3 clusters Score -1014761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1014772.000000 Penalty: 4380.673828
	Iteration 51Q: 3 clusters Score -1014772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1014776.937500 Penalty: 4380.673828
	Iteration 52Q: 3 clusters Score -1014777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1014785.062500 Penalty: 4380.673828
	Iteration 53Q: 3 clusters Score -1014785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1014800.187500 Penalty: 4380.673828
	Iteration 54Q: 3 clusters Score -1014800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1014809.812500 Penalty: 4380.673828
	Iteration 55Q: 3 clusters Score -1014810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1014821.562500 Penalty: 4380.673828
	Iteration 56Q: 3 clusters Score -1014822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1014831.187500 Penalty: 4380.673828
	Iteration 57Q: 3 clusters Score -1014831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1014839.875000 Penalty: 4380.673828
	Iteration 58Q: 3 clusters Score -1014840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1014859.937500 Penalty: 4380.673828
	Iteration 59Q: 3 clusters Score -1014860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1014882.625000 Penalty: 4380.673828
	Iteration 60F: 3 clusters Score -1014883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1014903.500000 Penalty: 4380.673828
	Iteration 61Q: 3 clusters Score -1014904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1014932.500000 Penalty: 4380.673828
	Iteration 62Q: 3 clusters Score -1014932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1014953.375000 Penalty: 4380.673828
	Iteration 63Q: 3 clusters Score -1014953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1014979.812500 Penalty: 4380.673828
	Iteration 64Q: 3 clusters Score -1014980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1015004.250000 Penalty: 4380.673828
	Iteration 65Q: 3 clusters Score -1015004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1015027.187500 Penalty: 4380.673828
	Iteration 66Q: 3 clusters Score -1015027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1015063.062500 Penalty: 4380.673828
	Iteration 67Q: 3 clusters Score -1015063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1015104.625000 Penalty: 4380.673828
	Iteration 68Q: 3 clusters Score -1015105 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1015136.687500 Penalty: 4380.673828
	Iteration 69Q: 3 clusters Score -1015137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1015184.875000 Penalty: 4380.673828
	Iteration 70Q: 3 clusters Score -1015185 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1015237.875000 Penalty: 4380.673828
	Iteration 71Q: 3 clusters Score -1015238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1015283.937500 Penalty: 4380.673828
	Iteration 72Q: 3 clusters Score -1015284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1015324.812500 Penalty: 4380.673828
	Iteration 73Q: 3 clusters Score -1015325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1015373.937500 Penalty: 4380.673828
	Iteration 74Q: 3 clusters Score -1015374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1015421.625000 Penalty: 4380.673828
	Iteration 75Q: 3 clusters Score -1015422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1015455.937500 Penalty: 4380.673828
	Iteration 76Q: 3 clusters Score -1015456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1015487.687500 Penalty: 4380.673828
	Iteration 77Q: 3 clusters Score -1015488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1015510.625000 Penalty: 4380.673828
	Iteration 78Q: 3 clusters Score -1015511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1015536.125000 Penalty: 4380.673828
	Iteration 79Q: 3 clusters Score -1015536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1015554.625000 Penalty: 4380.673828
	Iteration 80F: 3 clusters Score -1015555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1015580.250000 Penalty: 4380.673828
	Iteration 81Q: 3 clusters Score -1015580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1015601.250000 Penalty: 4380.673828
	Iteration 82Q: 3 clusters Score -1015601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1015635.500000 Penalty: 4380.673828
	Iteration 83Q: 3 clusters Score -1015636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1015676.750000 Penalty: 4380.673828
	Iteration 84Q: 3 clusters Score -1015677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1015733.562500 Penalty: 4380.673828
	Iteration 85Q: 3 clusters Score -1015734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1015822.187500 Penalty: 4380.673828
	Iteration 86Q: 3 clusters Score -1015822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1015913.750000 Penalty: 4380.673828
	Iteration 87Q: 3 clusters Score -1015914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1015949.187500 Penalty: 4380.673828
	Iteration 88Q: 3 clusters Score -1015949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1015965.250000 Penalty: 4380.673828
	Iteration 89Q: 3 clusters Score -1015965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1015974.312500 Penalty: 4380.673828
	Iteration 90Q: 3 clusters Score -1015974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1015978.562500 Penalty: 4380.673828
	Iteration 91Q: 3 clusters Score -1015979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1015982.812500 Penalty: 4380.673828
	Iteration 92Q: 3 clusters Score -1015983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1015985.687500 Penalty: 4380.673828
	Iteration 93Q: 3 clusters Score -1015986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1015987.562500 Penalty: 4380.673828
	Iteration 94Q: 3 clusters Score -1015988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1015990.125000 Penalty: 4380.673828
	Iteration 95Q: 3 clusters Score -1015990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1015990.875000 Penalty: 4380.673828
	Iteration 96Q: 3 clusters Score -1015991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1015990.687500 Penalty: 4380.673828
	Iteration 97Q: 3 clusters Score -1015991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1015990.750000 Penalty: 4380.673828
	Iteration 98Q: 3 clusters Score -1015991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1015990.750000 Penalty: 4380.673828
	Iteration 99F: 3 clusters Score -1015991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -936739.812500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -936739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -931553.937500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -931553.9 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -932961.250000 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -932961.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -933252.562500 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -933252.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -933444.937500 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -933444.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -933602.375000 Penalty: 4328.415039
	Iteration 4Q: 3 clusters Score -933602.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -933731.937500 Penalty: 4328.415039
	Iteration 5Q: 3 clusters Score -933731.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -933843.875000 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -933843.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -933941.312500 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -933941.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -934028.750000 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -934028.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -934107.187500 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -934107.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -934192.750000 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -934192.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -934292.687500 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -934292.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -934385.687500 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -934385.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -934472.000000 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -934472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -934568.625000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -934568.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -934656.125000 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -934656.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -934732.062500 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -934732.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -934790.625000 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -934790.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -934833.250000 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -934833.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -934882.375000 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -934882.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -934998.250000 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -934998.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -935129.062500 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -935129.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -935231.250000 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -935231.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -935289.687500 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -935289.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -935322.562500 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -935322.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -935347.187500 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -935347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -935364.125000 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -935364.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -935377.000000 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -935377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -935383.187500 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -935383.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -935390.625000 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -935390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -935391.687500 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -935391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -935395.562500 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -935395.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -935402.812500 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -935402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -935404.187500 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -935404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -935406.437500 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -935406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -935406.437500 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -935406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -935409.875000 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -935409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -935413.000000 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -935413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -935412.687500 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -935412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -935412.687500 Penalty: 4328.415039
	Iteration 39F: 3 clusters Score -935412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Entering Unmasked Estep 
Score: -2673767.500000 Penalty: 2415.964355
	Iteration 0F: 2 clusters Score -2673768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2661595.250000 Penalty: 4831.928711
	Iteration 0F: 3 clusters Score -2661595 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2665651.000000 Penalty: 4831.928711
	Iteration 1F: 3 clusters Score -2665651 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2666046.750000 Penalty: 4831.928711
	Iteration 2F: 3 clusters Score -2666047 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2666325.500000 Penalty: 4831.928711
	Iteration 3Q: 3 clusters Score -2666326 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2666559.000000 Penalty: 4831.928711
	Iteration 4Q: 3 clusters Score -2666559 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2666784.000000 Penalty: 4831.928711
	Iteration 5Q: 3 clusters Score -2666784 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2666996.750000 Penalty: 4831.928711
	Iteration 6Q: 3 clusters Score -2666997 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2667229.750000 Penalty: 4831.928711
	Iteration 7Q: 3 clusters Score -2667230 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2667482.750000 Penalty: 4831.928711
	Iteration 8Q: 3 clusters Score -2667483 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2667750.250000 Penalty: 4831.928711
	Iteration 9Q: 3 clusters Score -2667750 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2668068.250000 Penalty: 4831.928711
	Iteration 10Q: 3 clusters Score -2668068 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2668428.000000 Penalty: 4831.928711
	Iteration 11Q: 3 clusters Score -2668428 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2668800.750000 Penalty: 4831.928711
	Iteration 12Q: 3 clusters Score -2668801 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2669174.250000 Penalty: 4831.928711
	Iteration 13Q: 3 clusters Score -2669174 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2669525.750000 Penalty: 4831.928711
	Iteration 14Q: 3 clusters Score -2669526 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2669811.750000 Penalty: 4831.928711
	Iteration 15Q: 3 clusters Score -2669812 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2670036.000000 Penalty: 4831.928711
	Iteration 16Q: 3 clusters Score -2670036 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2670197.500000 Penalty: 4831.928711
	Iteration 17Q: 3 clusters Score -2670198 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2670323.250000 Penalty: 4831.928711
	Iteration 18Q: 3 clusters Score -2670323 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2670427.250000 Penalty: 4831.928711
	Iteration 19Q: 3 clusters Score -2670427 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2670513.250000 Penalty: 4831.928711
	Iteration 20F: 3 clusters Score -2670513 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2670585.750000 Penalty: 4831.928711
	Iteration 21Q: 3 clusters Score -2670586 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2670655.000000 Penalty: 4831.928711
	Iteration 22Q: 3 clusters Score -2670655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2670726.000000 Penalty: 4831.928711
	Iteration 23Q: 3 clusters Score -2670726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2670792.500000 Penalty: 4831.928711
	Iteration 24Q: 3 clusters Score -2670792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2670848.000000 Penalty: 4831.928711
	Iteration 25Q: 3 clusters Score -2670848 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2670914.500000 Penalty: 4831.928711
	Iteration 26Q: 3 clusters Score -2670914 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2670974.000000 Penalty: 4831.928711
	Iteration 27Q: 3 clusters Score -2670974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2671028.000000 Penalty: 4831.928711
	Iteration 28Q: 3 clusters Score -2671028 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2671083.250000 Penalty: 4831.928711
	Iteration 29Q: 3 clusters Score -2671083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2671117.750000 Penalty: 4831.928711
	Iteration 30Q: 3 clusters Score -2671118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2671160.250000 Penalty: 4831.928711
	Iteration 31Q: 3 clusters Score -2671160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2671185.000000 Penalty: 4831.928711
	Iteration 32Q: 3 clusters Score -2671185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2671210.750000 Penalty: 4831.928711
	Iteration 33Q: 3 clusters Score -2671211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2671245.000000 Penalty: 4831.928711
	Iteration 34Q: 3 clusters Score -2671245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2671284.250000 Penalty: 4831.928711
	Iteration 35Q: 3 clusters Score -2671284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2671304.750000 Penalty: 4831.928711
	Iteration 36Q: 3 clusters Score -2671305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2671333.000000 Penalty: 4831.928711
	Iteration 37Q: 3 clusters Score -2671333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2671361.500000 Penalty: 4831.928711
	Iteration 38Q: 3 clusters Score -2671362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2671384.750000 Penalty: 4831.928711
	Iteration 39Q: 3 clusters Score -2671385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2671401.500000 Penalty: 4831.928711
	Iteration 40F: 3 clusters Score -2671402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2671414.750000 Penalty: 4831.928711
	Iteration 41Q: 3 clusters Score -2671415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2671433.500000 Penalty: 4831.928711
	Iteration 42Q: 3 clusters Score -2671434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2671450.000000 Penalty: 4831.928711
	Iteration 43Q: 3 clusters Score -2671450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2671460.750000 Penalty: 4831.928711
	Iteration 44Q: 3 clusters Score -2671461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2671472.000000 Penalty: 4831.928711
	Iteration 45Q: 3 clusters Score -2671472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2671481.250000 Penalty: 4831.928711
	Iteration 46Q: 3 clusters Score -2671481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2671488.750000 Penalty: 4831.928711
	Iteration 47Q: 3 clusters Score -2671489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2671500.000000 Penalty: 4831.928711
	Iteration 48Q: 3 clusters Score -2671500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2671510.500000 Penalty: 4831.928711
	Iteration 49Q: 3 clusters Score -2671510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2671513.250000 Penalty: 4831.928711
	Iteration 50Q: 3 clusters Score -2671513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2671521.500000 Penalty: 4831.928711
	Iteration 51Q: 3 clusters Score -2671522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2671532.750000 Penalty: 4831.928711
	Iteration 52Q: 3 clusters Score -2671533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2671538.750000 Penalty: 4831.928711
	Iteration 53Q: 3 clusters Score -2671539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2671552.750000 Penalty: 4831.928711
	Iteration 54Q: 3 clusters Score -2671553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2671567.500000 Penalty: 4831.928711
	Iteration 55Q: 3 clusters Score -2671568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2671575.750000 Penalty: 4831.928711
	Iteration 56Q: 3 clusters Score -2671576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2671572.500000 Penalty: 4831.928711
	Iteration 57Q: 3 clusters Score -2671572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2671578.750000 Penalty: 4831.928711
	Iteration 58Q: 3 clusters Score -2671579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2671589.000000 Penalty: 4831.928711
	Iteration 59Q: 3 clusters Score -2671589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2671595.750000 Penalty: 4831.928711
	Iteration 60F: 3 clusters Score -2671596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2671602.000000 Penalty: 4831.928711
	Iteration 61Q: 3 clusters Score -2671602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2671609.500000 Penalty: 4831.928711
	Iteration 62Q: 3 clusters Score -2671610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2671614.750000 Penalty: 4831.928711
	Iteration 63Q: 3 clusters Score -2671615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2671622.750000 Penalty: 4831.928711
	Iteration 64Q: 3 clusters Score -2671623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2671623.500000 Penalty: 4831.928711
	Iteration 65Q: 3 clusters Score -2671624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2671632.500000 Penalty: 4831.928711
	Iteration 66Q: 3 clusters Score -2671632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2671636.500000 Penalty: 4831.928711
	Iteration 67Q: 3 clusters Score -2671636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2671636.000000 Penalty: 4831.928711
	Iteration 68Q: 3 clusters Score -2671636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2671640.250000 Penalty: 4831.928711
	Iteration 69Q: 3 clusters Score -2671640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2671640.500000 Penalty: 4831.928711
	Iteration 70Q: 3 clusters Score -2671640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2671644.750000 Penalty: 4831.928711
	Iteration 71Q: 3 clusters Score -2671645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2671648.750000 Penalty: 4831.928711
	Iteration 72Q: 3 clusters Score -2671649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2671648.000000 Penalty: 4831.928711
	Iteration 73Q: 3 clusters Score -2671648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2671654.500000 Penalty: 4831.928711
	Iteration 74Q: 3 clusters Score -2671654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2671652.750000 Penalty: 4831.928711
	Iteration 75Q: 3 clusters Score -2671653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2671654.750000 Penalty: 4831.928711
	Iteration 76Q: 3 clusters Score -2671655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2671664.000000 Penalty: 4831.928711
	Iteration 77Q: 3 clusters Score -2671664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2671668.000000 Penalty: 4831.928711
	Iteration 78Q: 3 clusters Score -2671668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2671664.500000 Penalty: 4831.928711
	Iteration 79Q: 3 clusters Score -2671664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2671664.500000 Penalty: 4831.928711
	Iteration 80F: 3 clusters Score -2671664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1764617.625000 Penalty: 2312.026123
	Iteration 0F: 2 clusters Score -1764618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1756262.625000 Penalty: 4624.052246
	Iteration 0F: 3 clusters Score -1756263 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1758769.625000 Penalty: 4624.052246
	Iteration 1F: 3 clusters Score -1758770 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1759112.750000 Penalty: 4624.052246
	Iteration 2F: 3 clusters Score -1759113 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1759311.250000 Penalty: 4624.052246
	Iteration 3Q: 3 clusters Score -1759311 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1759479.500000 Penalty: 4624.052246
	Iteration 4Q: 3 clusters Score -1759480 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1759615.375000 Penalty: 4624.052246
	Iteration 5Q: 3 clusters Score -1759615 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1759747.500000 Penalty: 4624.052246
	Iteration 6Q: 3 clusters Score -1759748 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1759861.500000 Penalty: 4624.052246
	Iteration 7Q: 3 clusters Score -1759862 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1759971.125000 Penalty: 4624.052246
	Iteration 8Q: 3 clusters Score -1759971 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1760091.250000 Penalty: 4624.052246
	Iteration 9Q: 3 clusters Score -1760091 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1760240.875000 Penalty: 4624.052246
	Iteration 10Q: 3 clusters Score -1760241 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1760428.375000 Penalty: 4624.052246
	Iteration 11Q: 3 clusters Score -1760428 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1760688.000000 Penalty: 4624.052246
	Iteration 12Q: 3 clusters Score -1760688 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1761055.125000 Penalty: 4624.052246
	Iteration 13Q: 3 clusters Score -1761055 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1761468.625000 Penalty: 4624.052246
	Iteration 14F: 3 clusters Score -1761469 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1761835.750000 Penalty: 4624.052246
	Iteration 15F: 3 clusters Score -1761836 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1762105.000000 Penalty: 4624.052246
	Iteration 16Q: 3 clusters Score -1762105 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1762254.125000 Penalty: 4624.052246
	Iteration 17Q: 3 clusters Score -1762254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1762345.125000 Penalty: 4624.052246
	Iteration 18Q: 3 clusters Score -1762345 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1762397.500000 Penalty: 4624.052246
	Iteration 19Q: 3 clusters Score -1762398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1762424.000000 Penalty: 4624.052246
	Iteration 20F: 3 clusters Score -1762424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1762450.750000 Penalty: 4624.052246
	Iteration 21Q: 3 clusters Score -1762451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1762464.000000 Penalty: 4624.052246
	Iteration 22Q: 3 clusters Score -1762464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1762476.375000 Penalty: 4624.052246
	Iteration 23Q: 3 clusters Score -1762476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1762475.625000 Penalty: 4624.052246
	Iteration 24Q: 3 clusters Score -1762476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1762481.750000 Penalty: 4624.052246
	Iteration 25Q: 3 clusters Score -1762482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1762484.875000 Penalty: 4624.052246
	Iteration 26Q: 3 clusters Score -1762485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1762482.000000 Penalty: 4624.052246
	Iteration 27Q: 3 clusters Score -1762482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1762483.625000 Penalty: 4624.052246
	Iteration 28Q: 3 clusters Score -1762484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1762487.500000 Penalty: 4624.052246
	Iteration 29Q: 3 clusters Score -1762488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1762484.625000 Penalty: 4624.052246
	Iteration 30Q: 3 clusters Score -1762485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1762486.500000 Penalty: 4624.052246
	Iteration 31Q: 3 clusters Score -1762486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1762488.875000 Penalty: 4624.052246
	Iteration 32Q: 3 clusters Score -1762489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1762489.500000 Penalty: 4624.052246
	Iteration 33Q: 3 clusters Score -1762490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1762489.500000 Penalty: 4624.052246
	Iteration 34F: 3 clusters Score -1762490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -1057574.500000 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -1057574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1051680.125000 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -1051680 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1053427.875000 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -1053428 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1053826.625000 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -1053827 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1054167.625000 Penalty: 4401.656738
	Iteration 3F: 3 clusters Score -1054168 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1054537.750000 Penalty: 4401.656738
	Iteration 4F: 3 clusters Score -1054538 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1054862.875000 Penalty: 4401.656738
	Iteration 5F: 3 clusters Score -1054863 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1055175.875000 Penalty: 4401.656738
	Iteration 6F: 3 clusters Score -1055176 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1055421.375000 Penalty: 4401.656738
	Iteration 7Q: 3 clusters Score -1055421 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1055629.125000 Penalty: 4401.656738
	Iteration 8Q: 3 clusters Score -1055629 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1055808.375000 Penalty: 4401.656738
	Iteration 9Q: 3 clusters Score -1055808 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1055946.875000 Penalty: 4401.656738
	Iteration 10Q: 3 clusters Score -1055947 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1056049.625000 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -1056050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1056132.375000 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -1056132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1056209.250000 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -1056209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1056310.000000 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -1056310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1056441.750000 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -1056442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1056580.750000 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -1056581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1056701.500000 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -1056702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1056790.000000 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -1056790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1056866.500000 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -1056866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1056956.875000 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -1056957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1057047.750000 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -1057048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1057104.750000 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -1057105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1057132.125000 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -1057132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1057150.125000 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -1057150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1057161.875000 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -1057162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1057169.375000 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -1057169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1057172.500000 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -1057172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1057173.375000 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -1057173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1057172.875000 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -1057173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1057171.375000 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -1057171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1057171.875000 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -1057172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1057171.875000 Penalty: 4401.656738
	Iteration 32F: 3 clusters Score -1057172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112352.632812 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112352.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112607.156250 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112607.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112669.109375 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -112669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112689.390625 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112698.187500 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112702.945312 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112704.859375 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112705.539062 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112705.539062 Penalty: 3279.572266
	Iteration 8F: 3 clusters Score -112705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 21498 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17249 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65734 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62649 members 
Mstep: Class 32 contains 53580 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19844 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19781 members 
Mstep: Class 37 contains 6753 members 
Mstep: Class 38 contains 6850 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17014 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 7146 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398952.000000 Penalty: 144891.109375
Iteration 279Q: 44 clusters Score -1.20399e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21818 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 55447 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102656 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8177 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65710 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 45916 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 9944 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28178 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62638 members 
Mstep: Class 32 contains 53609 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19834 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19775 members 
Mstep: Class 37 contains 6752 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17015 members 
Mstep: Class 41 contains 11395 members 
Mstep: Class 42 contains 7155 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399032.000000 Penalty: 144891.109375
Iteration 280F: 44 clusters Score -1.20399e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21838 members 
Mstep: Class 3 contains 21497 members 
Mstep: Class 4 contains 55447 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 102655 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8184 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65683 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 45646 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 9947 members 
Mstep: Class 22 contains 6996 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28180 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62637 members 
Mstep: Class 32 contains 53635 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19825 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19777 members 
Mstep: Class 37 contains 6752 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17015 members 
Mstep: Class 41 contains 11612 members 
Mstep: Class 42 contains 7166 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399056.000000 Penalty: 144891.109375
Iteration 281Q: 44 clusters Score -1.203991e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 21496 members 
Mstep: Class 4 contains 55450 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17600 members 
Mstep: Class 9 contains 102653 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17261 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8193 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65664 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 45353 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 9950 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28181 members 
Mstep: Class 26 contains 7706 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62638 members 
Mstep: Class 32 contains 53655 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19822 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19773 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6864 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17015 members 
Mstep: Class 41 contains 11842 members 
Mstep: Class 42 contains 7169 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399016.000000 Penalty: 144891.109375
Iteration 282Q: 44 clusters Score -1.20399e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 55449 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17599 members 
Mstep: Class 9 contains 102653 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8199 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65641 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 45076 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28185 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62641 members 
Mstep: Class 32 contains 53685 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19812 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19770 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6865 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17012 members 
Mstep: Class 41 contains 12070 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399104.000000 Penalty: 144891.109375
Iteration 283Q: 44 clusters Score -1.203991e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 21495 members 
Mstep: Class 4 contains 55439 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 102653 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8203 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65619 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 44825 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13025 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28188 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62636 members 
Mstep: Class 32 contains 53712 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19815 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19770 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6862 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17007 members 
Mstep: Class 41 contains 12283 members 
Mstep: Class 42 contains 7200 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399312.000000 Penalty: 144891.109375
Iteration 284Q: 44 clusters Score -1.203993e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21974 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 55431 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 102654 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8207 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65599 members 
Mstep: Class 16 contains 17883 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 44551 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 28192 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62636 members 
Mstep: Class 32 contains 53741 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19815 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19769 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17001 members 
Mstep: Class 41 contains 12492 members 
Mstep: Class 42 contains 7203 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399472.000000 Penalty: 144891.109375
Iteration 285Q: 44 clusters Score -1.203995e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22004 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 55428 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17605 members 
Mstep: Class 9 contains 102655 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8209 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65582 members 
Mstep: Class 16 contains 17883 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 44323 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28196 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62636 members 
Mstep: Class 32 contains 53762 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19819 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19770 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 16999 members 
Mstep: Class 41 contains 12681 members 
Mstep: Class 42 contains 7202 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399432.000000 Penalty: 144891.109375
Iteration 286Q: 44 clusters Score -1.203994e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22029 members 
Mstep: Class 3 contains 21491 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17606 members 
Mstep: Class 9 contains 102655 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65567 members 
Mstep: Class 16 contains 17893 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 44085 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13021 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62636 members 
Mstep: Class 32 contains 53783 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19821 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19767 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 16997 members 
Mstep: Class 41 contains 12871 members 
Mstep: Class 42 contains 7202 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 287Q: 44 clusters Score -1.203994e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22055 members 
Mstep: Class 3 contains 21490 members 
Mstep: Class 4 contains 55433 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 102654 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65545 members 
Mstep: Class 16 contains 17896 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 43864 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1087 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62635 members 
Mstep: Class 32 contains 53809 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19819 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19760 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6165 members 
Mstep: Class 40 contains 17000 members 
Mstep: Class 41 contains 13052 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399424.000000 Penalty: 144891.109375
Iteration 288Q: 44 clusters Score -1.203994e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22081 members 
Mstep: Class 3 contains 21487 members 
Mstep: Class 4 contains 55434 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17610 members 
Mstep: Class 9 contains 102654 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8213 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65530 members 
Mstep: Class 16 contains 17902 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 43640 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62635 members 
Mstep: Class 32 contains 53831 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19812 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19756 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 17001 members 
Mstep: Class 41 contains 13254 members 
Mstep: Class 42 contains 7228 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399344.000000 Penalty: 144891.109375
Iteration 289Q: 44 clusters Score -1.203993e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55437 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17611 members 
Mstep: Class 9 contains 102653 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65506 members 
Mstep: Class 16 contains 17907 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 43420 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28204 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62634 members 
Mstep: Class 32 contains 53858 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19811 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19753 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 17000 members 
Mstep: Class 41 contains 13425 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399048.000000 Penalty: 144891.109375
Iteration 290Q: 44 clusters Score -1.20399e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22156 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55441 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 102651 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8220 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65483 members 
Mstep: Class 16 contains 17912 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 43195 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28206 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62633 members 
Mstep: Class 32 contains 53882 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19825 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19750 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16999 members 
Mstep: Class 41 contains 13586 members 
Mstep: Class 42 contains 7239 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398944.000000 Penalty: 144891.109375
Iteration 291Q: 44 clusters Score -1.203989e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 21485 members 
Mstep: Class 4 contains 55435 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17615 members 
Mstep: Class 9 contains 102651 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65474 members 
Mstep: Class 16 contains 17921 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 43012 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28209 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62633 members 
Mstep: Class 32 contains 53892 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19839 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19747 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16998 members 
Mstep: Class 41 contains 13732 members 
Mstep: Class 42 contains 7239 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399136.000000 Penalty: 144891.109375
Iteration 292Q: 44 clusters Score -1.203991e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55431 members 
Mstep: Class 5 contains 21559 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17617 members 
Mstep: Class 9 contains 102651 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65466 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42868 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10020 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28213 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62631 members 
Mstep: Class 32 contains 53904 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19845 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19750 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16997 members 
Mstep: Class 41 contains 13838 members 
Mstep: Class 42 contains 7238 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399240.000000 Penalty: 144891.109375
Iteration 293Q: 44 clusters Score -1.203992e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22231 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55426 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17618 members 
Mstep: Class 9 contains 102650 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65456 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42736 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28218 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62629 members 
Mstep: Class 32 contains 53913 members 
Mstep: Class 33 contains 721 members 
Mstep: Class 34 contains 19859 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19749 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16997 members 
Mstep: Class 41 contains 13911 members 
Mstep: Class 42 contains 7236 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399160.000000 Penalty: 144891.109375
Iteration 294Q: 44 clusters Score -1.203992e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22251 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55427 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 102650 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8232 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65451 members 
Mstep: Class 16 contains 17918 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42630 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 28218 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62626 members 
Mstep: Class 32 contains 53917 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19865 members 
Mstep: Class 35 contains 3113 members 
Mstep: Class 36 contains 19750 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16995 members 
Mstep: Class 41 contains 13981 members 
Mstep: Class 42 contains 7238 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399120.000000 Penalty: 144891.109375
Iteration 295Q: 44 clusters Score -1.203991e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22274 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 55423 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 102650 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17261 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8233 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65446 members 
Mstep: Class 16 contains 17921 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42529 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28223 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62624 members 
Mstep: Class 32 contains 53923 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19875 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19751 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6862 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16994 members 
Mstep: Class 41 contains 14041 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399072.000000 Penalty: 144891.109375
Iteration 296Q: 44 clusters Score -1.203991e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 21485 members 
Mstep: Class 4 contains 55419 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17619 members 
Mstep: Class 9 contains 102650 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8236 members 
Mstep: Class 14 contains 32462 members 
Mstep: Class 15 contains 65443 members 
Mstep: Class 16 contains 17922 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42442 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28224 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62621 members 
Mstep: Class 32 contains 53926 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19885 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19750 members 
Mstep: Class 37 contains 6750 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 14097 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399144.000000 Penalty: 144891.109375
Iteration 297Q: 44 clusters Score -1.203991e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22318 members 
Mstep: Class 3 contains 21483 members 
Mstep: Class 4 contains 55418 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17620 members 
Mstep: Class 9 contains 102648 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8238 members 
Mstep: Class 14 contains 32465 members 
Mstep: Class 15 contains 65441 members 
Mstep: Class 16 contains 17926 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42380 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28222 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62621 members 
Mstep: Class 32 contains 53930 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19890 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19747 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 14137 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399080.000000 Penalty: 144891.109375
Iteration 298Q: 44 clusters Score -1.203991e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22332 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55420 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102646 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8240 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65441 members 
Mstep: Class 16 contains 17930 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42321 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28222 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62622 members 
Mstep: Class 32 contains 53933 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19893 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16992 members 
Mstep: Class 41 contains 14177 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399072.000000 Penalty: 144891.109375
Iteration 299Q: 44 clusters Score -1.203991e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22345 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55419 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8241 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65441 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42258 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28220 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62619 members 
Mstep: Class 32 contains 53935 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 14227 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399064.000000 Penalty: 144891.109375
Iteration 300F: 44 clusters Score -1.203991e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22354 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55417 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8243 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65434 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42207 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28222 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62619 members 
Mstep: Class 32 contains 53943 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19899 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 14273 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399160.000000 Penalty: 144891.109375
Iteration 301Q: 44 clusters Score -1.203992e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22368 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55414 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8244 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65425 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42150 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28222 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62618 members 
Mstep: Class 32 contains 53952 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19902 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 14320 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399216.000000 Penalty: 144891.109375
Iteration 302Q: 44 clusters Score -1.203992e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22378 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55411 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17623 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17264 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 65419 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42101 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28220 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62614 members 
Mstep: Class 32 contains 53959 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19904 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16989 members 
Mstep: Class 41 contains 14362 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399248.000000 Penalty: 144891.109375
Iteration 303Q: 44 clusters Score -1.203992e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22391 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55404 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8245 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65413 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42058 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28221 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62613 members 
Mstep: Class 32 contains 53966 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19904 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16989 members 
Mstep: Class 41 contains 14400 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399336.000000 Penalty: 144891.109375
Iteration 304Q: 44 clusters Score -1.203993e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22396 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55400 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65403 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 42021 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28222 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62609 members 
Mstep: Class 32 contains 53976 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19906 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6862 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16990 members 
Mstep: Class 41 contains 14428 members 
Mstep: Class 42 contains 7247 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399432.000000 Penalty: 144891.109375
Iteration 305Q: 44 clusters Score -1.203994e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22398 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55403 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65401 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41993 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28223 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62607 members 
Mstep: Class 32 contains 53977 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19907 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16990 members 
Mstep: Class 41 contains 14449 members 
Mstep: Class 42 contains 7246 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399320.000000 Penalty: 144891.109375
Iteration 306Q: 44 clusters Score -1.203993e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55401 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8249 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65398 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41963 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28224 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62607 members 
Mstep: Class 32 contains 53979 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19906 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16990 members 
Mstep: Class 41 contains 14470 members 
Mstep: Class 42 contains 7244 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399360.000000 Penalty: 144891.109375
Iteration 307Q: 44 clusters Score -1.203994e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22407 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55400 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17259 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65390 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41938 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62607 members 
Mstep: Class 32 contains 53986 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19907 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16991 members 
Mstep: Class 41 contains 14493 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399376.000000 Penalty: 144891.109375
Iteration 308Q: 44 clusters Score -1.203994e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22420 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55397 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8249 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65382 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41909 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62607 members 
Mstep: Class 32 contains 53995 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19905 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 14515 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399352.000000 Penalty: 144891.109375
Iteration 309Q: 44 clusters Score -1.203994e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22433 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 14 contains 32469 members 
Mstep: Class 15 contains 65379 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41885 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61509 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62604 members 
Mstep: Class 32 contains 53999 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19904 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16990 members 
Mstep: Class 41 contains 14538 members 
Mstep: Class 42 contains 7239 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399352.000000 Penalty: 144891.109375
Iteration 310Q: 44 clusters Score -1.203994e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22437 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8252 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65372 members 
Mstep: Class 16 contains 17936 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41857 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62603 members 
Mstep: Class 32 contains 54004 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19902 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19742 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16989 members 
Mstep: Class 41 contains 14561 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399280.000000 Penalty: 144891.109375
Iteration 311Q: 44 clusters Score -1.203993e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22442 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65360 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41838 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13021 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61504 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62601 members 
Mstep: Class 32 contains 54017 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19902 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16988 members 
Mstep: Class 41 contains 14572 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399208.000000 Penalty: 144891.109375
Iteration 312Q: 44 clusters Score -1.203992e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22447 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55391 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65352 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41831 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61504 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62599 members 
Mstep: Class 32 contains 54029 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19901 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16985 members 
Mstep: Class 41 contains 14578 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399192.000000 Penalty: 144891.109375
Iteration 313Q: 44 clusters Score -1.203992e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22450 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65346 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41821 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61505 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62599 members 
Mstep: Class 32 contains 54037 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19901 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16983 members 
Mstep: Class 41 contains 14583 members 
Mstep: Class 42 contains 7240 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399224.000000 Penalty: 144891.109375
Iteration 314Q: 44 clusters Score -1.203992e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22454 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65342 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41810 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13021 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61506 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62599 members 
Mstep: Class 32 contains 54042 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16981 members 
Mstep: Class 41 contains 14588 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399264.000000 Penalty: 144891.109375
Iteration 315Q: 44 clusters Score -1.203993e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22458 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65339 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41806 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61508 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62599 members 
Mstep: Class 32 contains 54048 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19898 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16978 members 
Mstep: Class 41 contains 14590 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399232.000000 Penalty: 144891.109375
Iteration 316Q: 44 clusters Score -1.203992e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22459 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65337 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41803 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61510 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62599 members 
Mstep: Class 32 contains 54052 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16975 members 
Mstep: Class 41 contains 14592 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399240.000000 Penalty: 144891.109375
Iteration 317Q: 44 clusters Score -1.203992e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22460 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65335 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41799 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54056 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14594 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399248.000000 Penalty: 144891.109375
Iteration 318Q: 44 clusters Score -1.203992e+08 nChanged 14
Entering ConstructFrom: 
Score: -120399248.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -1068254.125000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -1068254 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 3511 members 
Entering Unmasked Estep 
Score: -1062456.125000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -1062456 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1064066.750000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -1064067 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1064347.625000 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -1064348 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1064581.875000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -1064582 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1064814.625000 Penalty: 4394.526367
	Iteration 4Q: 3 clusters Score -1064815 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1065018.500000 Penalty: 4394.526367
	Iteration 5Q: 3 clusters Score -1065018 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1065206.250000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -1065206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1065383.375000 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -1065383 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1065569.875000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -1065570 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1065755.875000 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -1065756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1065943.000000 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -1065943 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1066135.000000 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -1066135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1066274.750000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -1066275 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1066375.000000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -1066375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1066448.125000 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -1066448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1066509.000000 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -1066509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1066552.500000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -1066552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1066597.250000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -1066597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1066639.375000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -1066639 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1066700.750000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -1066701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1066772.500000 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -1066772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1066837.375000 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -1066837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1066887.625000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -1066888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1066936.875000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -1066937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1066981.500000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -1066982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1067014.250000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -1067014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1067043.500000 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -1067044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1067070.375000 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -1067070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1067088.500000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -1067088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1067103.750000 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -1067104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1067121.500000 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -1067122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1067140.375000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -1067140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1067153.625000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -1067154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1067162.500000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -1067162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1067169.125000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -1067169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1067170.000000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -1067170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1067172.125000 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -1067172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1067177.750000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -1067178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1067178.500000 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -1067178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1067183.000000 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -1067183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1067183.125000 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -1067183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1067185.375000 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -1067185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1067187.500000 Penalty: 4394.526367
	Iteration 42Q: 3 clusters Score -1067188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1067189.875000 Penalty: 4394.526367
	Iteration 43Q: 3 clusters Score -1067190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1067192.250000 Penalty: 4394.526367
	Iteration 44Q: 3 clusters Score -1067192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1067191.625000 Penalty: 4394.526367
	Iteration 45Q: 3 clusters Score -1067192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1067195.250000 Penalty: 4394.526367
	Iteration 46Q: 3 clusters Score -1067195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1067196.500000 Penalty: 4394.526367
	Iteration 47Q: 3 clusters Score -1067196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1067197.500000 Penalty: 4394.526367
	Iteration 48Q: 3 clusters Score -1067198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1067197.500000 Penalty: 4394.526367
	Iteration 49F: 3 clusters Score -1067198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Entering Unmasked Estep 
Score: -3283306.250000 Penalty: 2484.855713
	Iteration 0F: 2 clusters Score -3283306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3267629.500000 Penalty: 4969.711426
	Iteration 0F: 3 clusters Score -3267630 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3273529.000000 Penalty: 4969.711426
	Iteration 1F: 3 clusters Score -3273529 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3274781.500000 Penalty: 4969.711426
	Iteration 2F: 3 clusters Score -3274782 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3276331.250000 Penalty: 4969.711426
	Iteration 3F: 3 clusters Score -3276331 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3277856.750000 Penalty: 4969.711426
	Iteration 4F: 3 clusters Score -3277857 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3279184.750000 Penalty: 4969.711426
	Iteration 5F: 3 clusters Score -3279185 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3280353.000000 Penalty: 4969.711426
	Iteration 6F: 3 clusters Score -3280353 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3281165.000000 Penalty: 4969.711426
	Iteration 7F: 3 clusters Score -3281165 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3281629.750000 Penalty: 4969.711426
	Iteration 8Q: 3 clusters Score -3281630 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3281912.750000 Penalty: 4969.711426
	Iteration 9Q: 3 clusters Score -3281913 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3282095.750000 Penalty: 4969.711426
	Iteration 10Q: 3 clusters Score -3282096 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3282210.500000 Penalty: 4969.711426
	Iteration 11Q: 3 clusters Score -3282210 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3282284.500000 Penalty: 4969.711426
	Iteration 12Q: 3 clusters Score -3282284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3282343.750000 Penalty: 4969.711426
	Iteration 13Q: 3 clusters Score -3282344 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3282413.500000 Penalty: 4969.711426
	Iteration 14Q: 3 clusters Score -3282414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3282457.500000 Penalty: 4969.711426
	Iteration 15Q: 3 clusters Score -3282458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3282472.250000 Penalty: 4969.711426
	Iteration 16Q: 3 clusters Score -3282472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3282521.000000 Penalty: 4969.711426
	Iteration 17Q: 3 clusters Score -3282521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3282546.250000 Penalty: 4969.711426
	Iteration 18Q: 3 clusters Score -3282546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3282568.000000 Penalty: 4969.711426
	Iteration 19Q: 3 clusters Score -3282568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3282577.250000 Penalty: 4969.711426
	Iteration 20F: 3 clusters Score -3282577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3282599.250000 Penalty: 4969.711426
	Iteration 21Q: 3 clusters Score -3282599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3282611.250000 Penalty: 4969.711426
	Iteration 22Q: 3 clusters Score -3282611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3282612.000000 Penalty: 4969.711426
	Iteration 23Q: 3 clusters Score -3282612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3282637.000000 Penalty: 4969.711426
	Iteration 24Q: 3 clusters Score -3282637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3282645.500000 Penalty: 4969.711426
	Iteration 25Q: 3 clusters Score -3282646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3282666.750000 Penalty: 4969.711426
	Iteration 26Q: 3 clusters Score -3282667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3282675.250000 Penalty: 4969.711426
	Iteration 27Q: 3 clusters Score -3282675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3282679.500000 Penalty: 4969.711426
	Iteration 28Q: 3 clusters Score -3282680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3282697.750000 Penalty: 4969.711426
	Iteration 29Q: 3 clusters Score -3282698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3282715.000000 Penalty: 4969.711426
	Iteration 30Q: 3 clusters Score -3282715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3282729.250000 Penalty: 4969.711426
	Iteration 31Q: 3 clusters Score -3282729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3282741.750000 Penalty: 4969.711426
	Iteration 32Q: 3 clusters Score -3282742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3282748.000000 Penalty: 4969.711426
	Iteration 33Q: 3 clusters Score -3282748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3282771.000000 Penalty: 4969.711426
	Iteration 34Q: 3 clusters Score -3282771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3282790.500000 Penalty: 4969.711426
	Iteration 35Q: 3 clusters Score -3282790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3282807.500000 Penalty: 4969.711426
	Iteration 36Q: 3 clusters Score -3282808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3282818.000000 Penalty: 4969.711426
	Iteration 37Q: 3 clusters Score -3282818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3282823.500000 Penalty: 4969.711426
	Iteration 38Q: 3 clusters Score -3282824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3282841.250000 Penalty: 4969.711426
	Iteration 39Q: 3 clusters Score -3282841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3282866.250000 Penalty: 4969.711426
	Iteration 40F: 3 clusters Score -3282866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3282869.750000 Penalty: 4969.711426
	Iteration 41Q: 3 clusters Score -3282870 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3282886.000000 Penalty: 4969.711426
	Iteration 42Q: 3 clusters Score -3282886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3282884.750000 Penalty: 4969.711426
	Iteration 43Q: 3 clusters Score -3282885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3282897.750000 Penalty: 4969.711426
	Iteration 44Q: 3 clusters Score -3282898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3282912.500000 Penalty: 4969.711426
	Iteration 45Q: 3 clusters Score -3282912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3282915.000000 Penalty: 4969.711426
	Iteration 46Q: 3 clusters Score -3282915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3282943.750000 Penalty: 4969.711426
	Iteration 47Q: 3 clusters Score -3282944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3282945.000000 Penalty: 4969.711426
	Iteration 48Q: 3 clusters Score -3282945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3282961.000000 Penalty: 4969.711426
	Iteration 49Q: 3 clusters Score -3282961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3282977.000000 Penalty: 4969.711426
	Iteration 50Q: 3 clusters Score -3282977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3282984.250000 Penalty: 4969.711426
	Iteration 51Q: 3 clusters Score -3282984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3282984.250000 Penalty: 4969.711426
	Iteration 52Q: 3 clusters Score -3282984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3283006.500000 Penalty: 4969.711426
	Iteration 53Q: 3 clusters Score -3283006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3283025.000000 Penalty: 4969.711426
	Iteration 54Q: 3 clusters Score -3283025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3283035.500000 Penalty: 4969.711426
	Iteration 55Q: 3 clusters Score -3283036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3283050.500000 Penalty: 4969.711426
	Iteration 56Q: 3 clusters Score -3283050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3283062.500000 Penalty: 4969.711426
	Iteration 57Q: 3 clusters Score -3283062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3283056.250000 Penalty: 4969.711426
	Iteration 58Q: 3 clusters Score -3283056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3283073.250000 Penalty: 4969.711426
	Iteration 59Q: 3 clusters Score -3283073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3283083.250000 Penalty: 4969.711426
	Iteration 60F: 3 clusters Score -3283083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3283092.000000 Penalty: 4969.711426
	Iteration 61Q: 3 clusters Score -3283092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3283090.750000 Penalty: 4969.711426
	Iteration 62Q: 3 clusters Score -3283091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3283102.750000 Penalty: 4969.711426
	Iteration 63Q: 3 clusters Score -3283103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3283113.500000 Penalty: 4969.711426
	Iteration 64Q: 3 clusters Score -3283114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3283126.000000 Penalty: 4969.711426
	Iteration 65Q: 3 clusters Score -3283126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3283143.250000 Penalty: 4969.711426
	Iteration 66Q: 3 clusters Score -3283143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3283153.500000 Penalty: 4969.711426
	Iteration 67Q: 3 clusters Score -3283154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3283152.500000 Penalty: 4969.711426
	Iteration 68Q: 3 clusters Score -3283152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3283158.000000 Penalty: 4969.711426
	Iteration 69Q: 3 clusters Score -3283158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3283170.750000 Penalty: 4969.711426
	Iteration 70Q: 3 clusters Score -3283171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3283176.750000 Penalty: 4969.711426
	Iteration 71Q: 3 clusters Score -3283177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3283185.250000 Penalty: 4969.711426
	Iteration 72Q: 3 clusters Score -3283185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3283187.750000 Penalty: 4969.711426
	Iteration 73Q: 3 clusters Score -3283188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3283187.500000 Penalty: 4969.711426
	Iteration 74Q: 3 clusters Score -3283188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3283191.000000 Penalty: 4969.711426
	Iteration 75Q: 3 clusters Score -3283191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3283196.750000 Penalty: 4969.711426
	Iteration 76Q: 3 clusters Score -3283197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3283197.750000 Penalty: 4969.711426
	Iteration 77Q: 3 clusters Score -3283198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3283201.500000 Penalty: 4969.711426
	Iteration 78Q: 3 clusters Score -3283202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3283203.500000 Penalty: 4969.711426
	Iteration 79Q: 3 clusters Score -3283204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3283211.250000 Penalty: 4969.711426
	Iteration 80F: 3 clusters Score -3283211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3283211.750000 Penalty: 4969.711426
	Iteration 81Q: 3 clusters Score -3283212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3283221.500000 Penalty: 4969.711426
	Iteration 82Q: 3 clusters Score -3283222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3283215.750000 Penalty: 4969.711426
	Iteration 83Q: 3 clusters Score -3283216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3283228.250000 Penalty: 4969.711426
	Iteration 84Q: 3 clusters Score -3283228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3283230.000000 Penalty: 4969.711426
	Iteration 85Q: 3 clusters Score -3283230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3283225.500000 Penalty: 4969.711426
	Iteration 86Q: 3 clusters Score -3283226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3283231.750000 Penalty: 4969.711426
	Iteration 87Q: 3 clusters Score -3283232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3283235.250000 Penalty: 4969.711426
	Iteration 88Q: 3 clusters Score -3283235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3283250.250000 Penalty: 4969.711426
	Iteration 89Q: 3 clusters Score -3283250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3283247.500000 Penalty: 4969.711426
	Iteration 90Q: 3 clusters Score -3283248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3283255.500000 Penalty: 4969.711426
	Iteration 91Q: 3 clusters Score -3283256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3283258.250000 Penalty: 4969.711426
	Iteration 92Q: 3 clusters Score -3283258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3283259.000000 Penalty: 4969.711426
	Iteration 93Q: 3 clusters Score -3283259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3283257.750000 Penalty: 4969.711426
	Iteration 94Q: 3 clusters Score -3283258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3283263.000000 Penalty: 4969.711426
	Iteration 95Q: 3 clusters Score -3283263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3283263.250000 Penalty: 4969.711426
	Iteration 96Q: 3 clusters Score -3283263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3283257.000000 Penalty: 4969.711426
	Iteration 97Q: 3 clusters Score -3283257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3283258.750000 Penalty: 4969.711426
	Iteration 98Q: 3 clusters Score -3283259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3283267.750000 Penalty: 4969.711426
	Iteration 99Q: 3 clusters Score -3283268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3283264.250000 Penalty: 4969.711426
	Iteration 100F: 3 clusters Score -3283264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3283265.250000 Penalty: 4969.711426
	Iteration 101Q: 3 clusters Score -3283265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3283264.250000 Penalty: 4969.711426
	Iteration 102Q: 3 clusters Score -3283264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3283268.000000 Penalty: 4969.711426
	Iteration 103Q: 3 clusters Score -3283268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3283270.000000 Penalty: 4969.711426
	Iteration 104Q: 3 clusters Score -3283270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3283269.750000 Penalty: 4969.711426
	Iteration 105Q: 3 clusters Score -3283270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3283271.250000 Penalty: 4969.711426
	Iteration 106Q: 3 clusters Score -3283271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3283270.750000 Penalty: 4969.711426
	Iteration 107Q: 3 clusters Score -3283271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3283268.000000 Penalty: 4969.711426
	Iteration 108Q: 3 clusters Score -3283268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3283269.000000 Penalty: 4969.711426
	Iteration 109Q: 3 clusters Score -3283269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3283269.000000 Penalty: 4969.711426
	Iteration 110F: 3 clusters Score -3283269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Entering Unmasked Estep 
Score: -3340303.250000 Penalty: 2473.769531
	Iteration 0F: 2 clusters Score -3340303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3325256.750000 Penalty: 4947.539062
	Iteration 0F: 3 clusters Score -3325257 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3330316.750000 Penalty: 4947.539062
	Iteration 1F: 3 clusters Score -3330317 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3330685.500000 Penalty: 4947.539062
	Iteration 2Q: 3 clusters Score -3330686 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3330950.500000 Penalty: 4947.539062
	Iteration 3Q: 3 clusters Score -3330950 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3331177.250000 Penalty: 4947.539062
	Iteration 4Q: 3 clusters Score -3331177 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3331374.500000 Penalty: 4947.539062
	Iteration 5Q: 3 clusters Score -3331374 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3331537.250000 Penalty: 4947.539062
	Iteration 6Q: 3 clusters Score -3331537 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3331754.000000 Penalty: 4947.539062
	Iteration 7Q: 3 clusters Score -3331754 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3332000.500000 Penalty: 4947.539062
	Iteration 8Q: 3 clusters Score -3332000 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3332352.000000 Penalty: 4947.539062
	Iteration 9Q: 3 clusters Score -3332352 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3332765.500000 Penalty: 4947.539062
	Iteration 10Q: 3 clusters Score -3332766 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3333288.750000 Penalty: 4947.539062
	Iteration 11Q: 3 clusters Score -3333289 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3333920.750000 Penalty: 4947.539062
	Iteration 12Q: 3 clusters Score -3333921 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3334576.500000 Penalty: 4947.539062
	Iteration 13Q: 3 clusters Score -3334576 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3335094.250000 Penalty: 4947.539062
	Iteration 14Q: 3 clusters Score -3335094 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3335484.750000 Penalty: 4947.539062
	Iteration 15Q: 3 clusters Score -3335485 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3335721.000000 Penalty: 4947.539062
	Iteration 16Q: 3 clusters Score -3335721 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3335937.250000 Penalty: 4947.539062
	Iteration 17Q: 3 clusters Score -3335937 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3336111.250000 Penalty: 4947.539062
	Iteration 18Q: 3 clusters Score -3336111 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3336299.500000 Penalty: 4947.539062
	Iteration 19Q: 3 clusters Score -3336300 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3336466.250000 Penalty: 4947.539062
	Iteration 20F: 3 clusters Score -3336466 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3336642.750000 Penalty: 4947.539062
	Iteration 21Q: 3 clusters Score -3336643 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3336840.000000 Penalty: 4947.539062
	Iteration 22Q: 3 clusters Score -3336840 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3337007.250000 Penalty: 4947.539062
	Iteration 23Q: 3 clusters Score -3337007 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3337176.750000 Penalty: 4947.539062
	Iteration 24Q: 3 clusters Score -3337177 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3337339.000000 Penalty: 4947.539062
	Iteration 25Q: 3 clusters Score -3337339 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3337487.750000 Penalty: 4947.539062
	Iteration 26Q: 3 clusters Score -3337488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3337594.750000 Penalty: 4947.539062
	Iteration 27Q: 3 clusters Score -3337595 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3337692.750000 Penalty: 4947.539062
	Iteration 28Q: 3 clusters Score -3337693 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3337781.000000 Penalty: 4947.539062
	Iteration 29Q: 3 clusters Score -3337781 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3337855.750000 Penalty: 4947.539062
	Iteration 30Q: 3 clusters Score -3337856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3337940.250000 Penalty: 4947.539062
	Iteration 31Q: 3 clusters Score -3337940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3338038.750000 Penalty: 4947.539062
	Iteration 32Q: 3 clusters Score -3338039 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3338135.500000 Penalty: 4947.539062
	Iteration 33Q: 3 clusters Score -3338136 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3338228.000000 Penalty: 4947.539062
	Iteration 34Q: 3 clusters Score -3338228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3338294.250000 Penalty: 4947.539062
	Iteration 35Q: 3 clusters Score -3338294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3338347.000000 Penalty: 4947.539062
	Iteration 36Q: 3 clusters Score -3338347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3338380.250000 Penalty: 4947.539062
	Iteration 37Q: 3 clusters Score -3338380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3338408.500000 Penalty: 4947.539062
	Iteration 38Q: 3 clusters Score -3338408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3338435.750000 Penalty: 4947.539062
	Iteration 39Q: 3 clusters Score -3338436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3338455.250000 Penalty: 4947.539062
	Iteration 40F: 3 clusters Score -3338455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3338462.500000 Penalty: 4947.539062
	Iteration 41Q: 3 clusters Score -3338462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3338482.750000 Penalty: 4947.539062
	Iteration 42Q: 3 clusters Score -3338483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3338508.000000 Penalty: 4947.539062
	Iteration 43Q: 3 clusters Score -3338508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3338518.500000 Penalty: 4947.539062
	Iteration 44Q: 3 clusters Score -3338518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3338529.000000 Penalty: 4947.539062
	Iteration 45Q: 3 clusters Score -3338529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3338539.500000 Penalty: 4947.539062
	Iteration 46Q: 3 clusters Score -3338540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3338543.250000 Penalty: 4947.539062
	Iteration 47Q: 3 clusters Score -3338543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3338552.500000 Penalty: 4947.539062
	Iteration 48Q: 3 clusters Score -3338552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3338561.500000 Penalty: 4947.539062
	Iteration 49Q: 3 clusters Score -3338562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3338565.000000 Penalty: 4947.539062
	Iteration 50Q: 3 clusters Score -3338565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3338569.500000 Penalty: 4947.539062
	Iteration 51Q: 3 clusters Score -3338570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3338569.500000 Penalty: 4947.539062
	Iteration 52Q: 3 clusters Score -3338570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3338572.000000 Penalty: 4947.539062
	Iteration 53Q: 3 clusters Score -3338572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3338575.000000 Penalty: 4947.539062
	Iteration 54Q: 3 clusters Score -3338575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3338577.500000 Penalty: 4947.539062
	Iteration 55Q: 3 clusters Score -3338578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3338576.000000 Penalty: 4947.539062
	Iteration 56Q: 3 clusters Score -3338576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3338575.250000 Penalty: 4947.539062
	Iteration 57Q: 3 clusters Score -3338575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3338574.000000 Penalty: 4947.539062
	Iteration 58Q: 3 clusters Score -3338574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3338574.000000 Penalty: 4947.539062
	Iteration 59F: 3 clusters Score -3338574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Entering Unmasked Estep 
Score: -8617728.000000 Penalty: 2708.716797
	Iteration 0F: 2 clusters Score -8617728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8580472.000000 Penalty: 5417.433594
	Iteration 0F: 3 clusters Score -8580472 nChanged 25791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8595333.000000 Penalty: 5417.433594
	Iteration 1F: 3 clusters Score -8595333 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8596823.000000 Penalty: 5417.433594
	Iteration 2F: 3 clusters Score -8596823 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -8598644.000000 Penalty: 5417.433594
	Iteration 3F: 3 clusters Score -8598644 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -8600839.000000 Penalty: 5417.433594
	Iteration 4F: 3 clusters Score -8600839 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -8602862.000000 Penalty: 5417.433594
	Iteration 5F: 3 clusters Score -8602862 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -8604390.000000 Penalty: 5417.433594
	Iteration 6F: 3 clusters Score -8604390 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -8605512.000000 Penalty: 5417.433594
	Iteration 7Q: 3 clusters Score -8605512 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8606421.000000 Penalty: 5417.433594
	Iteration 8Q: 3 clusters Score -8606421 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -8607221.000000 Penalty: 5417.433594
	Iteration 9Q: 3 clusters Score -8607221 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8608237.000000 Penalty: 5417.433594
	Iteration 10Q: 3 clusters Score -8608237 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -8609358.000000 Penalty: 5417.433594
	Iteration 11Q: 3 clusters Score -8609358 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -8610669.000000 Penalty: 5417.433594
	Iteration 12Q: 3 clusters Score -8610669 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -8612067.000000 Penalty: 5417.433594
	Iteration 13Q: 3 clusters Score -8612067 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -8613309.000000 Penalty: 5417.433594
	Iteration 14Q: 3 clusters Score -8613309 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -8614213.000000 Penalty: 5417.433594
	Iteration 15Q: 3 clusters Score -8614213 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -8614670.000000 Penalty: 5417.433594
	Iteration 16Q: 3 clusters Score -8614670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -8614952.000000 Penalty: 5417.433594
	Iteration 17Q: 3 clusters Score -8614952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -8615123.000000 Penalty: 5417.433594
	Iteration 18Q: 3 clusters Score -8615123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -8615219.000000 Penalty: 5417.433594
	Iteration 19Q: 3 clusters Score -8615219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -8615246.000000 Penalty: 5417.433594
	Iteration 20F: 3 clusters Score -8615246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -8615277.000000 Penalty: 5417.433594
	Iteration 21Q: 3 clusters Score -8615277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -8615305.000000 Penalty: 5417.433594
	Iteration 22Q: 3 clusters Score -8615305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -8615315.000000 Penalty: 5417.433594
	Iteration 23Q: 3 clusters Score -8615315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -8615335.000000 Penalty: 5417.433594
	Iteration 24Q: 3 clusters Score -8615335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -8615356.000000 Penalty: 5417.433594
	Iteration 25Q: 3 clusters Score -8615356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -8615360.000000 Penalty: 5417.433594
	Iteration 26Q: 3 clusters Score -8615360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -8615359.000000 Penalty: 5417.433594
	Iteration 27Q: 3 clusters Score -8615359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -8615357.000000 Penalty: 5417.433594
	Iteration 28Q: 3 clusters Score -8615357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -8615365.000000 Penalty: 5417.433594
	Iteration 29Q: 3 clusters Score -8615365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -8615368.000000 Penalty: 5417.433594
	Iteration 30Q: 3 clusters Score -8615368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -8615372.000000 Penalty: 5417.433594
	Iteration 31Q: 3 clusters Score -8615372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -8615372.000000 Penalty: 5417.433594
	Iteration 32Q: 3 clusters Score -8615372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -8615379.000000 Penalty: 5417.433594
	Iteration 33Q: 3 clusters Score -8615379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -8615380.000000 Penalty: 5417.433594
	Iteration 34Q: 3 clusters Score -8615380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -8615378.000000 Penalty: 5417.433594
	Iteration 35Q: 3 clusters Score -8615378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -8615381.000000 Penalty: 5417.433594
	Iteration 36Q: 3 clusters Score -8615381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -8615389.000000 Penalty: 5417.433594
	Iteration 37Q: 3 clusters Score -8615389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -8615388.000000 Penalty: 5417.433594
	Iteration 38Q: 3 clusters Score -8615388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -8615391.000000 Penalty: 5417.433594
	Iteration 39Q: 3 clusters Score -8615391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -8615395.000000 Penalty: 5417.433594
	Iteration 40F: 3 clusters Score -8615395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Entering Unmasked Estep 
Score: -3216780.000000 Penalty: 2474.749023
	Iteration 0F: 2 clusters Score -3216780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3201658.000000 Penalty: 4949.498047
	Iteration 0F: 3 clusters Score -3201658 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3206856.250000 Penalty: 4949.498047
	Iteration 1F: 3 clusters Score -3206856 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3207521.250000 Penalty: 4949.498047
	Iteration 2F: 3 clusters Score -3207521 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3208213.500000 Penalty: 4949.498047
	Iteration 3F: 3 clusters Score -3208214 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3209005.500000 Penalty: 4949.498047
	Iteration 4F: 3 clusters Score -3209006 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3209809.000000 Penalty: 4949.498047
	Iteration 5F: 3 clusters Score -3209809 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3210666.500000 Penalty: 4949.498047
	Iteration 6F: 3 clusters Score -3210666 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3211460.500000 Penalty: 4949.498047
	Iteration 7F: 3 clusters Score -3211460 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3212130.750000 Penalty: 4949.498047
	Iteration 8Q: 3 clusters Score -3212131 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3212715.250000 Penalty: 4949.498047
	Iteration 9Q: 3 clusters Score -3212715 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3213196.750000 Penalty: 4949.498047
	Iteration 10Q: 3 clusters Score -3213197 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3213575.000000 Penalty: 4949.498047
	Iteration 11Q: 3 clusters Score -3213575 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3213934.000000 Penalty: 4949.498047
	Iteration 12Q: 3 clusters Score -3213934 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3214237.500000 Penalty: 4949.498047
	Iteration 13Q: 3 clusters Score -3214238 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3214498.000000 Penalty: 4949.498047
	Iteration 14Q: 3 clusters Score -3214498 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3214795.000000 Penalty: 4949.498047
	Iteration 15Q: 3 clusters Score -3214795 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3215008.250000 Penalty: 4949.498047
	Iteration 16Q: 3 clusters Score -3215008 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3215184.000000 Penalty: 4949.498047
	Iteration 17Q: 3 clusters Score -3215184 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3215317.000000 Penalty: 4949.498047
	Iteration 18Q: 3 clusters Score -3215317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3215408.500000 Penalty: 4949.498047
	Iteration 19Q: 3 clusters Score -3215408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3215539.250000 Penalty: 4949.498047
	Iteration 20F: 3 clusters Score -3215539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3215674.250000 Penalty: 4949.498047
	Iteration 21Q: 3 clusters Score -3215674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3215780.500000 Penalty: 4949.498047
	Iteration 22Q: 3 clusters Score -3215780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3215844.750000 Penalty: 4949.498047
	Iteration 23Q: 3 clusters Score -3215845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3215888.750000 Penalty: 4949.498047
	Iteration 24Q: 3 clusters Score -3215889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3215930.750000 Penalty: 4949.498047
	Iteration 25Q: 3 clusters Score -3215931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3215967.250000 Penalty: 4949.498047
	Iteration 26Q: 3 clusters Score -3215967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3215997.250000 Penalty: 4949.498047
	Iteration 27Q: 3 clusters Score -3215997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3216037.000000 Penalty: 4949.498047
	Iteration 28Q: 3 clusters Score -3216037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3216064.750000 Penalty: 4949.498047
	Iteration 29Q: 3 clusters Score -3216065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3216103.250000 Penalty: 4949.498047
	Iteration 30Q: 3 clusters Score -3216103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3216114.750000 Penalty: 4949.498047
	Iteration 31Q: 3 clusters Score -3216115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 4949.498047
	Iteration 32Q: 3 clusters Score -3216140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3216157.000000 Penalty: 4949.498047
	Iteration 33Q: 3 clusters Score -3216157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3216170.000000 Penalty: 4949.498047
	Iteration 34Q: 3 clusters Score -3216170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3216180.000000 Penalty: 4949.498047
	Iteration 35Q: 3 clusters Score -3216180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3216182.750000 Penalty: 4949.498047
	Iteration 36Q: 3 clusters Score -3216183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3216187.500000 Penalty: 4949.498047
	Iteration 37Q: 3 clusters Score -3216188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3216196.750000 Penalty: 4949.498047
	Iteration 38Q: 3 clusters Score -3216197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3216204.000000 Penalty: 4949.498047
	Iteration 39Q: 3 clusters Score -3216204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3216217.750000 Penalty: 4949.498047
	Iteration 40F: 3 clusters Score -3216218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3216222.750000 Penalty: 4949.498047
	Iteration 41Q: 3 clusters Score -3216223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3216219.500000 Penalty: 4949.498047
	Iteration 42Q: 3 clusters Score -3216220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3216227.000000 Penalty: 4949.498047
	Iteration 43Q: 3 clusters Score -3216227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3216232.750000 Penalty: 4949.498047
	Iteration 44Q: 3 clusters Score -3216233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3216234.250000 Penalty: 4949.498047
	Iteration 45Q: 3 clusters Score -3216234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3216230.500000 Penalty: 4949.498047
	Iteration 46Q: 3 clusters Score -3216230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3216231.500000 Penalty: 4949.498047
	Iteration 47Q: 3 clusters Score -3216232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3216235.250000 Penalty: 4949.498047
	Iteration 48Q: 3 clusters Score -3216235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3216237.500000 Penalty: 4949.498047
	Iteration 49Q: 3 clusters Score -3216238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3216237.250000 Penalty: 4949.498047
	Iteration 50Q: 3 clusters Score -3216237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3216236.750000 Penalty: 4949.498047
	Iteration 51Q: 3 clusters Score -3216237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3216238.750000 Penalty: 4949.498047
	Iteration 52Q: 3 clusters Score -3216239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3216238.750000 Penalty: 4949.498047
	Iteration 53F: 3 clusters Score -3216239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 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 102 members 
Entering Unmasked Estep 
Score: -27635.421875 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27635.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27744.652344 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27744.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27753.234375 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27753.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27755.609375 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27755.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27755.609375 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -27755.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 164 members 
Entering Unmasked Estep 
Score: -41792.968750 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41792.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41902.855469 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41902.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41925.480469 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41925.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41940.019531 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41940.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41946.511719 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41946.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41946.511719 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -41946.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2636493.000000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2636493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2623921.250000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2623921 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2628124.500000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2628124 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2628833.500000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2628834 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2629693.750000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2629694 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2630744.500000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2630744 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2631933.750000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -2631934 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2633046.250000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -2633046 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2633891.000000 Penalty: 4849.343750
	Iteration 7F: 3 clusters Score -2633891 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2634392.250000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -2634392 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2634772.500000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -2634772 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2635065.750000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2635066 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2635299.500000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2635300 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2635511.750000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2635512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2635757.000000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2635757 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2635985.500000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2635986 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2636178.500000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2636178 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2636359.750000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2636360 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2636546.500000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2636546 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2636740.500000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2636740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2636912.750000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2636913 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2637028.000000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2637028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2637080.750000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2637081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2637107.500000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2637108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2637123.500000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2637124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2637138.500000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2637138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2637147.250000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2637147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2637149.250000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2637149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2637157.500000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2637158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2637166.000000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2637166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2637169.000000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2637169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2637173.750000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2637174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2637175.750000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2637176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2637171.750000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2637172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2637172.750000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2637173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2637172.750000 Penalty: 4849.343750
	Iteration 34F: 3 clusters Score -2637173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 14745 members 
Entering Unmasked Estep 
Score: -120398576.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120399248.000000 to -120398576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Entering Unmasked Estep 
Score: -16207105.000000 Penalty: 2861.675049
	Iteration 0F: 2 clusters Score -1.62071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -16142866.000000 Penalty: 5723.350098
	Iteration 0F: 3 clusters Score -1.614287e+07 nChanged 48612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -16171036.000000 Penalty: 5723.350098
	Iteration 1F: 3 clusters Score -1.617104e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -16172158.000000 Penalty: 5723.350098
	Iteration 2Q: 3 clusters Score -1.617216e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -16173988.000000 Penalty: 5723.350098
	Iteration 3Q: 3 clusters Score -1.617399e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -16177263.000000 Penalty: 5723.350098
	Iteration 4F: 3 clusters Score -1.617726e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -16182098.000000 Penalty: 5723.350098
	Iteration 5F: 3 clusters Score -1.61821e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -16188560.000000 Penalty: 5723.350098
	Iteration 6F: 3 clusters Score -1.618856e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -16195197.000000 Penalty: 5723.350098
	Iteration 7F: 3 clusters Score -1.61952e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -16200076.000000 Penalty: 5723.350098
	Iteration 8F: 3 clusters Score -1.620008e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -16202743.000000 Penalty: 5723.350098
	Iteration 9Q: 3 clusters Score -1.620274e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -16203865.000000 Penalty: 5723.350098
	Iteration 10Q: 3 clusters Score -1.620386e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -16204269.000000 Penalty: 5723.350098
	Iteration 11Q: 3 clusters Score -1.620427e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -16204423.000000 Penalty: 5723.350098
	Iteration 12Q: 3 clusters Score -1.620442e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -16204542.000000 Penalty: 5723.350098
	Iteration 13Q: 3 clusters Score -1.620454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -16204576.000000 Penalty: 5723.350098
	Iteration 14Q: 3 clusters Score -1.620458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -16204589.000000 Penalty: 5723.350098
	Iteration 15Q: 3 clusters Score -1.620459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -16204606.000000 Penalty: 5723.350098
	Iteration 16Q: 3 clusters Score -1.620461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -16204619.000000 Penalty: 5723.350098
	Iteration 17Q: 3 clusters Score -1.620462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -16204649.000000 Penalty: 5723.350098
	Iteration 18Q: 3 clusters Score -1.620465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -16204653.000000 Penalty: 5723.350098
	Iteration 19Q: 3 clusters Score -1.620465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -16204659.000000 Penalty: 5723.350098
	Iteration 20F: 3 clusters Score -1.620466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -16204678.000000 Penalty: 5723.350098
	Iteration 21Q: 3 clusters Score -1.620468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -16204685.000000 Penalty: 5723.350098
	Iteration 22Q: 3 clusters Score -1.620468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -16204699.000000 Penalty: 5723.350098
	Iteration 23Q: 3 clusters Score -1.62047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -16204701.000000 Penalty: 5723.350098
	Iteration 24Q: 3 clusters Score -1.62047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102291 members 
Entering Unmasked Estep 
Score: -16204701.000000 Penalty: 5723.350098
	Iteration 25Q: 3 clusters Score -1.62047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -16204702.000000 Penalty: 5723.350098
	Iteration 26Q: 3 clusters Score -1.62047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -16204697.000000 Penalty: 5723.350098
	Iteration 27Q: 3 clusters Score -1.62047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -16204695.000000 Penalty: 5723.350098
	Iteration 28Q: 3 clusters Score -1.62047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -16204698.000000 Penalty: 5723.350098
	Iteration 29Q: 3 clusters Score -1.62047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -16204691.000000 Penalty: 5723.350098
	Iteration 30Q: 3 clusters Score -1.620469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -16204702.000000 Penalty: 5723.350098
	Iteration 31Q: 3 clusters Score -1.62047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -16204703.000000 Penalty: 5723.350098
	Iteration 32Q: 3 clusters Score -1.62047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -16204703.000000 Penalty: 5723.350098
	Iteration 33F: 3 clusters Score -1.62047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102711.750000 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102711.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -102958.078125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102958.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103009.000000 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -103009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103031.609375 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103046.289062 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103054.820312 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103060.359375 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103065.398438 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103066.875000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -103066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103066.875000 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -103066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Entering Unmasked Estep 
Score: -2527608.750000 Penalty: 2419.409424
	Iteration 0F: 2 clusters Score -2527609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2515307.500000 Penalty: 4838.818848
	Iteration 0F: 3 clusters Score -2515308 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2519584.500000 Penalty: 4838.818848
	Iteration 1F: 3 clusters Score -2519584 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2520340.250000 Penalty: 4838.818848
	Iteration 2F: 3 clusters Score -2520340 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2521275.000000 Penalty: 4838.818848
	Iteration 3F: 3 clusters Score -2521275 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2522401.750000 Penalty: 4838.818848
	Iteration 4F: 3 clusters Score -2522402 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2523643.500000 Penalty: 4838.818848
	Iteration 5F: 3 clusters Score -2523644 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2524608.750000 Penalty: 4838.818848
	Iteration 6F: 3 clusters Score -2524609 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2525323.000000 Penalty: 4838.818848
	Iteration 7F: 3 clusters Score -2525323 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2525798.500000 Penalty: 4838.818848
	Iteration 8Q: 3 clusters Score -2525798 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2526111.000000 Penalty: 4838.818848
	Iteration 9Q: 3 clusters Score -2526111 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2526327.500000 Penalty: 4838.818848
	Iteration 10Q: 3 clusters Score -2526328 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2526463.250000 Penalty: 4838.818848
	Iteration 11Q: 3 clusters Score -2526463 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2526567.500000 Penalty: 4838.818848
	Iteration 12Q: 3 clusters Score -2526568 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2526627.750000 Penalty: 4838.818848
	Iteration 13Q: 3 clusters Score -2526628 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2526660.250000 Penalty: 4838.818848
	Iteration 14Q: 3 clusters Score -2526660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2526682.750000 Penalty: 4838.818848
	Iteration 15Q: 3 clusters Score -2526683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2526709.750000 Penalty: 4838.818848
	Iteration 16Q: 3 clusters Score -2526710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2526724.750000 Penalty: 4838.818848
	Iteration 17Q: 3 clusters Score -2526725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2526744.250000 Penalty: 4838.818848
	Iteration 18Q: 3 clusters Score -2526744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2526759.000000 Penalty: 4838.818848
	Iteration 19Q: 3 clusters Score -2526759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2526766.500000 Penalty: 4838.818848
	Iteration 20F: 3 clusters Score -2526766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2526771.000000 Penalty: 4838.818848
	Iteration 21Q: 3 clusters Score -2526771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2526779.000000 Penalty: 4838.818848
	Iteration 22Q: 3 clusters Score -2526779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2526790.750000 Penalty: 4838.818848
	Iteration 23Q: 3 clusters Score -2526791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2526797.250000 Penalty: 4838.818848
	Iteration 24Q: 3 clusters Score -2526797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2526808.500000 Penalty: 4838.818848
	Iteration 25Q: 3 clusters Score -2526808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2526814.250000 Penalty: 4838.818848
	Iteration 26Q: 3 clusters Score -2526814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2526824.250000 Penalty: 4838.818848
	Iteration 27Q: 3 clusters Score -2526824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2526825.000000 Penalty: 4838.818848
	Iteration 28Q: 3 clusters Score -2526825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2526836.750000 Penalty: 4838.818848
	Iteration 29Q: 3 clusters Score -2526837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2526850.250000 Penalty: 4838.818848
	Iteration 30Q: 3 clusters Score -2526850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2526863.250000 Penalty: 4838.818848
	Iteration 31Q: 3 clusters Score -2526863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2526870.750000 Penalty: 4838.818848
	Iteration 32Q: 3 clusters Score -2526871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2526882.000000 Penalty: 4838.818848
	Iteration 33Q: 3 clusters Score -2526882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2526891.250000 Penalty: 4838.818848
	Iteration 34Q: 3 clusters Score -2526891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2526901.500000 Penalty: 4838.818848
	Iteration 35Q: 3 clusters Score -2526902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2526919.750000 Penalty: 4838.818848
	Iteration 36Q: 3 clusters Score -2526920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2526943.750000 Penalty: 4838.818848
	Iteration 37Q: 3 clusters Score -2526944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2526972.750000 Penalty: 4838.818848
	Iteration 38Q: 3 clusters Score -2526973 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2527005.250000 Penalty: 4838.818848
	Iteration 39Q: 3 clusters Score -2527005 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2527045.750000 Penalty: 4838.818848
	Iteration 40F: 3 clusters Score -2527046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2527061.500000 Penalty: 4838.818848
	Iteration 41Q: 3 clusters Score -2527062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2527085.750000 Penalty: 4838.818848
	Iteration 42Q: 3 clusters Score -2527086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2527115.250000 Penalty: 4838.818848
	Iteration 43Q: 3 clusters Score -2527115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2527127.750000 Penalty: 4838.818848
	Iteration 44Q: 3 clusters Score -2527128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2527124.750000 Penalty: 4838.818848
	Iteration 45Q: 3 clusters Score -2527125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2527134.500000 Penalty: 4838.818848
	Iteration 46Q: 3 clusters Score -2527134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2527136.250000 Penalty: 4838.818848
	Iteration 47Q: 3 clusters Score -2527136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2527137.750000 Penalty: 4838.818848
	Iteration 48Q: 3 clusters Score -2527138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2527142.250000 Penalty: 4838.818848
	Iteration 49Q: 3 clusters Score -2527142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2527145.000000 Penalty: 4838.818848
	Iteration 50Q: 3 clusters Score -2527145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2527143.500000 Penalty: 4838.818848
	Iteration 51Q: 3 clusters Score -2527144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2527142.750000 Penalty: 4838.818848
	Iteration 52Q: 3 clusters Score -2527143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2527145.000000 Penalty: 4838.818848
	Iteration 53Q: 3 clusters Score -2527145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2527148.500000 Penalty: 4838.818848
	Iteration 54Q: 3 clusters Score -2527148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2527149.000000 Penalty: 4838.818848
	Iteration 55Q: 3 clusters Score -2527149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2527144.000000 Penalty: 4838.818848
	Iteration 56Q: 3 clusters Score -2527144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2527146.750000 Penalty: 4838.818848
	Iteration 57Q: 3 clusters Score -2527147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2527145.250000 Penalty: 4838.818848
	Iteration 58Q: 3 clusters Score -2527145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2527146.500000 Penalty: 4838.818848
	Iteration 59Q: 3 clusters Score -2527146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2527146.750000 Penalty: 4838.818848
	Iteration 60F: 3 clusters Score -2527147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2527147.250000 Penalty: 4838.818848
	Iteration 61Q: 3 clusters Score -2527147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2527147.250000 Penalty: 4838.818848
	Iteration 62Q: 3 clusters Score -2527147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2527147.250000 Penalty: 4838.818848
	Iteration 63F: 3 clusters Score -2527147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 150 members 
Entering Unmasked Estep 
Score: -31955.835938 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -31955.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32229.326172 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32229.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32350.251953 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32350.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32517.011719 Penalty: 2812.260986
	Iteration 3F: 3 clusters Score -32517.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32595.470703 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32595.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32617.634766 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32617.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32628.628906 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32628.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32632.144531 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -32632.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32641.082031 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -32641.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32641.082031 Penalty: 2812.260986
	Iteration 9F: 3 clusters Score -32641.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1212149.500000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1212150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1205559.125000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1205559 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1207650.250000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1207650 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1208036.625000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1208037 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1208339.250000 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -1208339 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1208619.000000 Penalty: 4473.152832
	Iteration 4Q: 3 clusters Score -1208619 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1208895.875000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1208896 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1209174.250000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1209174 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1209444.250000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1209444 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1209696.875000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1209697 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1209908.500000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1209908 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1210087.375000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1210087 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1210219.000000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1210219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1210324.875000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1210325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1210402.625000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1210403 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1210466.000000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1210466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1210524.000000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1210524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1210580.875000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1210581 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1210638.875000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1210639 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1210680.375000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1210680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1210700.375000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1210700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1210717.750000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1210718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1210730.625000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1210731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1210744.625000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1210745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1210755.875000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1210756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1210765.250000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1210765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1210774.625000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1210775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1210776.375000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1210776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1210778.000000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1210778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1210784.750000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1210785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1210787.500000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1210788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1210790.625000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1210791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1210792.250000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1210792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1210791.625000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1210792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1210793.750000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1210794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1210793.750000 Penalty: 4473.152832
	Iteration 34F: 3 clusters Score -1210794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Entering Unmasked Estep 
Score: -5073017.000000 Penalty: 2576.226562
	Iteration 0F: 2 clusters Score -5073017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5050844.500000 Penalty: 5152.453125
	Iteration 0F: 3 clusters Score -5050844 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5058948.500000 Penalty: 5152.453125
	Iteration 1F: 3 clusters Score -5058948 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -5059505.500000 Penalty: 5152.453125
	Iteration 2Q: 3 clusters Score -5059506 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5060085.500000 Penalty: 5152.453125
	Iteration 3Q: 3 clusters Score -5060086 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5060750.500000 Penalty: 5152.453125
	Iteration 4Q: 3 clusters Score -5060750 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5061638.500000 Penalty: 5152.453125
	Iteration 5F: 3 clusters Score -5061638 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -5062898.500000 Penalty: 5152.453125
	Iteration 6F: 3 clusters Score -5062898 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -5064462.000000 Penalty: 5152.453125
	Iteration 7F: 3 clusters Score -5064462 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -5066097.500000 Penalty: 5152.453125
	Iteration 8F: 3 clusters Score -5066098 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5067631.500000 Penalty: 5152.453125
	Iteration 9F: 3 clusters Score -5067632 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5068833.500000 Penalty: 5152.453125
	Iteration 10Q: 3 clusters Score -5068834 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5069619.500000 Penalty: 5152.453125
	Iteration 11Q: 3 clusters Score -5069620 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5070117.000000 Penalty: 5152.453125
	Iteration 12Q: 3 clusters Score -5070117 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5070387.000000 Penalty: 5152.453125
	Iteration 13Q: 3 clusters Score -5070387 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5070550.000000 Penalty: 5152.453125
	Iteration 14Q: 3 clusters Score -5070550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5070679.000000 Penalty: 5152.453125
	Iteration 15Q: 3 clusters Score -5070679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5070755.500000 Penalty: 5152.453125
	Iteration 16Q: 3 clusters Score -5070756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5070794.500000 Penalty: 5152.453125
	Iteration 17Q: 3 clusters Score -5070794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5070828.000000 Penalty: 5152.453125
	Iteration 18Q: 3 clusters Score -5070828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5070849.500000 Penalty: 5152.453125
	Iteration 19Q: 3 clusters Score -5070850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5070876.500000 Penalty: 5152.453125
	Iteration 20F: 3 clusters Score -5070876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5070890.000000 Penalty: 5152.453125
	Iteration 21Q: 3 clusters Score -5070890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5070923.500000 Penalty: 5152.453125
	Iteration 22Q: 3 clusters Score -5070924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5070947.500000 Penalty: 5152.453125
	Iteration 23Q: 3 clusters Score -5070948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5070977.000000 Penalty: 5152.453125
	Iteration 24Q: 3 clusters Score -5070977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5070999.000000 Penalty: 5152.453125
	Iteration 25Q: 3 clusters Score -5070999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5071003.000000 Penalty: 5152.453125
	Iteration 26Q: 3 clusters Score -5071003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5071020.000000 Penalty: 5152.453125
	Iteration 27Q: 3 clusters Score -5071020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5071015.500000 Penalty: 5152.453125
	Iteration 28Q: 3 clusters Score -5071016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5071022.000000 Penalty: 5152.453125
	Iteration 29Q: 3 clusters Score -5071022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5071024.500000 Penalty: 5152.453125
	Iteration 30Q: 3 clusters Score -5071024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5071024.000000 Penalty: 5152.453125
	Iteration 31Q: 3 clusters Score -5071024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5071022.500000 Penalty: 5152.453125
	Iteration 32Q: 3 clusters Score -5071022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5071022.000000 Penalty: 5152.453125
	Iteration 33Q: 3 clusters Score -5071022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5071020.500000 Penalty: 5152.453125
	Iteration 34Q: 3 clusters Score -5071020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5071020.500000 Penalty: 5152.453125
	Iteration 35F: 3 clusters Score -5071020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Entering Unmasked Estep 
Score: -10319746.000000 Penalty: 2749.627197
	Iteration 0F: 2 clusters Score -1.031975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -10276681.000000 Penalty: 5499.254395
	Iteration 0F: 3 clusters Score -1.027668e+07 nChanged 30423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -10293344.000000 Penalty: 5499.254395
	Iteration 1F: 3 clusters Score -1.029334e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -10293873.000000 Penalty: 5499.254395
	Iteration 2Q: 3 clusters Score -1.029387e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -10294444.000000 Penalty: 5499.254395
	Iteration 3Q: 3 clusters Score -1.029444e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -10294946.000000 Penalty: 5499.254395
	Iteration 4Q: 3 clusters Score -1.029495e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -10295433.000000 Penalty: 5499.254395
	Iteration 5Q: 3 clusters Score -1.029543e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -10295987.000000 Penalty: 5499.254395
	Iteration 6Q: 3 clusters Score -1.029599e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -10296545.000000 Penalty: 5499.254395
	Iteration 7Q: 3 clusters Score -1.029654e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -10297250.000000 Penalty: 5499.254395
	Iteration 8Q: 3 clusters Score -1.029725e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -10298172.000000 Penalty: 5499.254395
	Iteration 9Q: 3 clusters Score -1.029817e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -10299266.000000 Penalty: 5499.254395
	Iteration 10Q: 3 clusters Score -1.029927e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -10300706.000000 Penalty: 5499.254395
	Iteration 11Q: 3 clusters Score -1.030071e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -10302564.000000 Penalty: 5499.254395
	Iteration 12Q: 3 clusters Score -1.030256e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -10304733.000000 Penalty: 5499.254395
	Iteration 13Q: 3 clusters Score -1.030473e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -10306758.000000 Penalty: 5499.254395
	Iteration 14Q: 3 clusters Score -1.030676e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -10308332.000000 Penalty: 5499.254395
	Iteration 15Q: 3 clusters Score -1.030833e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -10309427.000000 Penalty: 5499.254395
	Iteration 16Q: 3 clusters Score -1.030943e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -10310163.000000 Penalty: 5499.254395
	Iteration 17Q: 3 clusters Score -1.031016e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -10310759.000000 Penalty: 5499.254395
	Iteration 18Q: 3 clusters Score -1.031076e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -10311382.000000 Penalty: 5499.254395
	Iteration 19Q: 3 clusters Score -1.031138e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -10311866.000000 Penalty: 5499.254395
	Iteration 20F: 3 clusters Score -1.031187e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -10312447.000000 Penalty: 5499.254395
	Iteration 21Q: 3 clusters Score -1.031245e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -10313058.000000 Penalty: 5499.254395
	Iteration 22Q: 3 clusters Score -1.031306e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -10313580.000000 Penalty: 5499.254395
	Iteration 23Q: 3 clusters Score -1.031358e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -10314061.000000 Penalty: 5499.254395
	Iteration 24Q: 3 clusters Score -1.031406e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -10314523.000000 Penalty: 5499.254395
	Iteration 25Q: 3 clusters Score -1.031452e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -10314801.000000 Penalty: 5499.254395
	Iteration 26Q: 3 clusters Score -1.03148e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -10315101.000000 Penalty: 5499.254395
	Iteration 27Q: 3 clusters Score -1.03151e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -10315336.000000 Penalty: 5499.254395
	Iteration 28Q: 3 clusters Score -1.031534e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10315544.000000 Penalty: 5499.254395
	Iteration 29Q: 3 clusters Score -1.031554e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10315661.000000 Penalty: 5499.254395
	Iteration 30Q: 3 clusters Score -1.031566e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -10315764.000000 Penalty: 5499.254395
	Iteration 31Q: 3 clusters Score -1.031576e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -10315878.000000 Penalty: 5499.254395
	Iteration 32Q: 3 clusters Score -1.031588e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -10315978.000000 Penalty: 5499.254395
	Iteration 33Q: 3 clusters Score -1.031598e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -10316105.000000 Penalty: 5499.254395
	Iteration 34Q: 3 clusters Score -1.03161e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -10316208.000000 Penalty: 5499.254395
	Iteration 35Q: 3 clusters Score -1.031621e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -10316308.000000 Penalty: 5499.254395
	Iteration 36Q: 3 clusters Score -1.031631e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10316395.000000 Penalty: 5499.254395
	Iteration 37Q: 3 clusters Score -1.03164e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10316495.000000 Penalty: 5499.254395
	Iteration 38Q: 3 clusters Score -1.03165e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10316592.000000 Penalty: 5499.254395
	Iteration 39Q: 3 clusters Score -1.031659e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -10316671.000000 Penalty: 5499.254395
	Iteration 40F: 3 clusters Score -1.031667e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10316772.000000 Penalty: 5499.254395
	Iteration 41Q: 3 clusters Score -1.031677e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10316809.000000 Penalty: 5499.254395
	Iteration 42Q: 3 clusters Score -1.031681e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10316860.000000 Penalty: 5499.254395
	Iteration 43Q: 3 clusters Score -1.031686e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10316893.000000 Penalty: 5499.254395
	Iteration 44Q: 3 clusters Score -1.031689e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10316914.000000 Penalty: 5499.254395
	Iteration 45Q: 3 clusters Score -1.031691e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10316949.000000 Penalty: 5499.254395
	Iteration 46Q: 3 clusters Score -1.031695e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10317010.000000 Penalty: 5499.254395
	Iteration 47Q: 3 clusters Score -1.031701e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10317061.000000 Penalty: 5499.254395
	Iteration 48Q: 3 clusters Score -1.031706e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10317114.000000 Penalty: 5499.254395
	Iteration 49Q: 3 clusters Score -1.031711e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -10317192.000000 Penalty: 5499.254395
	Iteration 50Q: 3 clusters Score -1.031719e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10317216.000000 Penalty: 5499.254395
	Iteration 51Q: 3 clusters Score -1.031722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10317233.000000 Penalty: 5499.254395
	Iteration 52Q: 3 clusters Score -1.031723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10317251.000000 Penalty: 5499.254395
	Iteration 53Q: 3 clusters Score -1.031725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10317285.000000 Penalty: 5499.254395
	Iteration 54Q: 3 clusters Score -1.031728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10317304.000000 Penalty: 5499.254395
	Iteration 55Q: 3 clusters Score -1.03173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10317333.000000 Penalty: 5499.254395
	Iteration 56Q: 3 clusters Score -1.031733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10317337.000000 Penalty: 5499.254395
	Iteration 57Q: 3 clusters Score -1.031734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10317353.000000 Penalty: 5499.254395
	Iteration 58Q: 3 clusters Score -1.031735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10317365.000000 Penalty: 5499.254395
	Iteration 59Q: 3 clusters Score -1.031736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10317378.000000 Penalty: 5499.254395
	Iteration 60F: 3 clusters Score -1.031738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10317390.000000 Penalty: 5499.254395
	Iteration 61Q: 3 clusters Score -1.031739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10317402.000000 Penalty: 5499.254395
	Iteration 62Q: 3 clusters Score -1.03174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10317416.000000 Penalty: 5499.254395
	Iteration 63Q: 3 clusters Score -1.031742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10317434.000000 Penalty: 5499.254395
	Iteration 64Q: 3 clusters Score -1.031743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10317430.000000 Penalty: 5499.254395
	Iteration 65Q: 3 clusters Score -1.031743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10317433.000000 Penalty: 5499.254395
	Iteration 66Q: 3 clusters Score -1.031743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10317441.000000 Penalty: 5499.254395
	Iteration 67Q: 3 clusters Score -1.031744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10317442.000000 Penalty: 5499.254395
	Iteration 68Q: 3 clusters Score -1.031744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10317437.000000 Penalty: 5499.254395
	Iteration 69Q: 3 clusters Score -1.031744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10317440.000000 Penalty: 5499.254395
	Iteration 70Q: 3 clusters Score -1.031744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10317438.000000 Penalty: 5499.254395
	Iteration 71Q: 3 clusters Score -1.031744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10317454.000000 Penalty: 5499.254395
	Iteration 72Q: 3 clusters Score -1.031745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10317456.000000 Penalty: 5499.254395
	Iteration 73Q: 3 clusters Score -1.031746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10317458.000000 Penalty: 5499.254395
	Iteration 74Q: 3 clusters Score -1.031746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10317463.000000 Penalty: 5499.254395
	Iteration 75Q: 3 clusters Score -1.031746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10317463.000000 Penalty: 5499.254395
	Iteration 76Q: 3 clusters Score -1.031746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10317463.000000 Penalty: 5499.254395
	Iteration 77Q: 3 clusters Score -1.031746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10317465.000000 Penalty: 5499.254395
	Iteration 78Q: 3 clusters Score -1.031746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10317473.000000 Penalty: 5499.254395
	Iteration 79Q: 3 clusters Score -1.031747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10317475.000000 Penalty: 5499.254395
	Iteration 80F: 3 clusters Score -1.031748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10317475.000000 Penalty: 5499.254395
	Iteration 81Q: 3 clusters Score -1.031748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10317477.000000 Penalty: 5499.254395
	Iteration 82Q: 3 clusters Score -1.031748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10317484.000000 Penalty: 5499.254395
	Iteration 83Q: 3 clusters Score -1.031748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10317477.000000 Penalty: 5499.254395
	Iteration 84Q: 3 clusters Score -1.031748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10317477.000000 Penalty: 5499.254395
	Iteration 85Q: 3 clusters Score -1.031748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10317477.000000 Penalty: 5499.254395
	Iteration 86Q: 3 clusters Score -1.031748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10317477.000000 Penalty: 5499.254395
	Iteration 87F: 3 clusters Score -1.031748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Entering Unmasked Estep 
Score: -2677731.250000 Penalty: 2429.079834
	Iteration 0F: 2 clusters Score -2677731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2665056.750000 Penalty: 4858.159668
	Iteration 0F: 3 clusters Score -2665057 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2669356.750000 Penalty: 4858.159668
	Iteration 1F: 3 clusters Score -2669357 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2670009.500000 Penalty: 4858.159668
	Iteration 2F: 3 clusters Score -2670010 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2670751.250000 Penalty: 4858.159668
	Iteration 3F: 3 clusters Score -2670751 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2671608.750000 Penalty: 4858.159668
	Iteration 4F: 3 clusters Score -2671609 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2672472.000000 Penalty: 4858.159668
	Iteration 5F: 3 clusters Score -2672472 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2673296.500000 Penalty: 4858.159668
	Iteration 6F: 3 clusters Score -2673296 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2673960.500000 Penalty: 4858.159668
	Iteration 7F: 3 clusters Score -2673960 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2674519.250000 Penalty: 4858.159668
	Iteration 8Q: 3 clusters Score -2674519 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2675018.000000 Penalty: 4858.159668
	Iteration 9Q: 3 clusters Score -2675018 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2675358.000000 Penalty: 4858.159668
	Iteration 10Q: 3 clusters Score -2675358 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2675542.000000 Penalty: 4858.159668
	Iteration 11Q: 3 clusters Score -2675542 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2675640.000000 Penalty: 4858.159668
	Iteration 12Q: 3 clusters Score -2675640 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2675679.250000 Penalty: 4858.159668
	Iteration 13Q: 3 clusters Score -2675679 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2675710.000000 Penalty: 4858.159668
	Iteration 14Q: 3 clusters Score -2675710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2675730.500000 Penalty: 4858.159668
	Iteration 15Q: 3 clusters Score -2675730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2675750.750000 Penalty: 4858.159668
	Iteration 16Q: 3 clusters Score -2675751 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2675767.500000 Penalty: 4858.159668
	Iteration 17Q: 3 clusters Score -2675768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2675779.750000 Penalty: 4858.159668
	Iteration 18Q: 3 clusters Score -2675780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2675788.000000 Penalty: 4858.159668
	Iteration 19Q: 3 clusters Score -2675788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2675798.500000 Penalty: 4858.159668
	Iteration 20F: 3 clusters Score -2675798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2675801.500000 Penalty: 4858.159668
	Iteration 21Q: 3 clusters Score -2675802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2675809.000000 Penalty: 4858.159668
	Iteration 22Q: 3 clusters Score -2675809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2675815.750000 Penalty: 4858.159668
	Iteration 23Q: 3 clusters Score -2675816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2675824.500000 Penalty: 4858.159668
	Iteration 24Q: 3 clusters Score -2675824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2675818.000000 Penalty: 4858.159668
	Iteration 25Q: 3 clusters Score -2675818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2675819.500000 Penalty: 4858.159668
	Iteration 26Q: 3 clusters Score -2675820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2675833.750000 Penalty: 4858.159668
	Iteration 27Q: 3 clusters Score -2675834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2675831.500000 Penalty: 4858.159668
	Iteration 28Q: 3 clusters Score -2675832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2675840.250000 Penalty: 4858.159668
	Iteration 29Q: 3 clusters Score -2675840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2675845.500000 Penalty: 4858.159668
	Iteration 30Q: 3 clusters Score -2675846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2675858.750000 Penalty: 4858.159668
	Iteration 31Q: 3 clusters Score -2675859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2675860.500000 Penalty: 4858.159668
	Iteration 32Q: 3 clusters Score -2675860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2675862.500000 Penalty: 4858.159668
	Iteration 33Q: 3 clusters Score -2675862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2675873.500000 Penalty: 4858.159668
	Iteration 34Q: 3 clusters Score -2675874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2675873.250000 Penalty: 4858.159668
	Iteration 35Q: 3 clusters Score -2675873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2675888.500000 Penalty: 4858.159668
	Iteration 36Q: 3 clusters Score -2675888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2675891.000000 Penalty: 4858.159668
	Iteration 37Q: 3 clusters Score -2675891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2675898.250000 Penalty: 4858.159668
	Iteration 38Q: 3 clusters Score -2675898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2675911.250000 Penalty: 4858.159668
	Iteration 39Q: 3 clusters Score -2675911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2675915.750000 Penalty: 4858.159668
	Iteration 40F: 3 clusters Score -2675916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2675917.750000 Penalty: 4858.159668
	Iteration 41Q: 3 clusters Score -2675918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2675922.750000 Penalty: 4858.159668
	Iteration 42Q: 3 clusters Score -2675923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2675923.500000 Penalty: 4858.159668
	Iteration 43Q: 3 clusters Score -2675924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2675929.500000 Penalty: 4858.159668
	Iteration 44Q: 3 clusters Score -2675930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2675937.250000 Penalty: 4858.159668
	Iteration 45Q: 3 clusters Score -2675937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2675942.000000 Penalty: 4858.159668
	Iteration 46Q: 3 clusters Score -2675942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2675950.500000 Penalty: 4858.159668
	Iteration 47Q: 3 clusters Score -2675950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2675953.500000 Penalty: 4858.159668
	Iteration 48Q: 3 clusters Score -2675954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2675953.750000 Penalty: 4858.159668
	Iteration 49Q: 3 clusters Score -2675954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2675967.000000 Penalty: 4858.159668
	Iteration 50Q: 3 clusters Score -2675967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2675978.250000 Penalty: 4858.159668
	Iteration 51Q: 3 clusters Score -2675978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2675982.750000 Penalty: 4858.159668
	Iteration 52Q: 3 clusters Score -2675983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2675994.000000 Penalty: 4858.159668
	Iteration 53Q: 3 clusters Score -2675994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2675991.250000 Penalty: 4858.159668
	Iteration 54Q: 3 clusters Score -2675991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2676001.250000 Penalty: 4858.159668
	Iteration 55Q: 3 clusters Score -2676001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2676006.500000 Penalty: 4858.159668
	Iteration 56Q: 3 clusters Score -2676006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2676012.250000 Penalty: 4858.159668
	Iteration 57Q: 3 clusters Score -2676012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2676026.500000 Penalty: 4858.159668
	Iteration 58Q: 3 clusters Score -2676026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2676026.250000 Penalty: 4858.159668
	Iteration 59Q: 3 clusters Score -2676026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2676025.500000 Penalty: 4858.159668
	Iteration 60F: 3 clusters Score -2676026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2676024.000000 Penalty: 4858.159668
	Iteration 61Q: 3 clusters Score -2676024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2676023.500000 Penalty: 4858.159668
	Iteration 62Q: 3 clusters Score -2676024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2676024.750000 Penalty: 4858.159668
	Iteration 63Q: 3 clusters Score -2676025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2676025.500000 Penalty: 4858.159668
	Iteration 64Q: 3 clusters Score -2676026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2676028.750000 Penalty: 4858.159668
	Iteration 65Q: 3 clusters Score -2676029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2676035.250000 Penalty: 4858.159668
	Iteration 66Q: 3 clusters Score -2676035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2676031.500000 Penalty: 4858.159668
	Iteration 67Q: 3 clusters Score -2676032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2676037.000000 Penalty: 4858.159668
	Iteration 68Q: 3 clusters Score -2676037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2676033.750000 Penalty: 4858.159668
	Iteration 69Q: 3 clusters Score -2676034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2676039.750000 Penalty: 4858.159668
	Iteration 70Q: 3 clusters Score -2676040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2676040.000000 Penalty: 4858.159668
	Iteration 71Q: 3 clusters Score -2676040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2676034.250000 Penalty: 4858.159668
	Iteration 72Q: 3 clusters Score -2676034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2676039.250000 Penalty: 4858.159668
	Iteration 73Q: 3 clusters Score -2676039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2676040.250000 Penalty: 4858.159668
	Iteration 74Q: 3 clusters Score -2676040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2676037.000000 Penalty: 4858.159668
	Iteration 75Q: 3 clusters Score -2676037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2676033.500000 Penalty: 4858.159668
	Iteration 76Q: 3 clusters Score -2676034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2676037.250000 Penalty: 4858.159668
	Iteration 77Q: 3 clusters Score -2676037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2676037.000000 Penalty: 4858.159668
	Iteration 78Q: 3 clusters Score -2676037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2676039.500000 Penalty: 4858.159668
	Iteration 79Q: 3 clusters Score -2676040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2676042.000000 Penalty: 4858.159668
	Iteration 80F: 3 clusters Score -2676042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2676044.750000 Penalty: 4858.159668
	Iteration 81Q: 3 clusters Score -2676045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2676048.750000 Penalty: 4858.159668
	Iteration 82Q: 3 clusters Score -2676049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2676050.750000 Penalty: 4858.159668
	Iteration 83Q: 3 clusters Score -2676051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2676054.000000 Penalty: 4858.159668
	Iteration 84Q: 3 clusters Score -2676054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2676051.000000 Penalty: 4858.159668
	Iteration 85Q: 3 clusters Score -2676051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2676055.500000 Penalty: 4858.159668
	Iteration 86Q: 3 clusters Score -2676056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2676056.000000 Penalty: 4858.159668
	Iteration 87Q: 3 clusters Score -2676056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2676056.000000 Penalty: 4858.159668
	Iteration 88Q: 3 clusters Score -2676056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2676060.000000 Penalty: 4858.159668
	Iteration 89Q: 3 clusters Score -2676060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2676056.500000 Penalty: 4858.159668
	Iteration 90Q: 3 clusters Score -2676056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2676056.750000 Penalty: 4858.159668
	Iteration 91Q: 3 clusters Score -2676057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2676056.250000 Penalty: 4858.159668
	Iteration 92Q: 3 clusters Score -2676056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2676056.250000 Penalty: 4858.159668
	Iteration 93F: 3 clusters Score -2676056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 146 members 
Entering Unmasked Estep 
Score: -35219.957031 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35219.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35332.398438 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35401.960938 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35401.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35430.523438 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35430.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35453.414062 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35453.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35468.167969 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35468.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35469.972656 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -35469.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35474.433594 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -35474.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35481.671875 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -35481.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35491.542969 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -35491.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35500.589844 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -35500.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35504.128906 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -35504.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35504.128906 Penalty: 2789.512695
	Iteration 12F: 3 clusters Score -35504.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Entering Unmasked Estep 
Score: -6476855.000000 Penalty: 2638.833984
	Iteration 0F: 2 clusters Score -6476855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -6448514.000000 Penalty: 5277.667969
	Iteration 0F: 3 clusters Score -6448514 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -6459416.000000 Penalty: 5277.667969
	Iteration 1F: 3 clusters Score -6459416 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -6460491.000000 Penalty: 5277.667969
	Iteration 2Q: 3 clusters Score -6460491 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -6461577.500000 Penalty: 5277.667969
	Iteration 3F: 3 clusters Score -6461578 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -6462568.500000 Penalty: 5277.667969
	Iteration 4Q: 3 clusters Score -6462568 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -6463472.500000 Penalty: 5277.667969
	Iteration 5Q: 3 clusters Score -6463472 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6464332.500000 Penalty: 5277.667969
	Iteration 6Q: 3 clusters Score -6464332 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -6465099.000000 Penalty: 5277.667969
	Iteration 7Q: 3 clusters Score -6465099 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6465907.000000 Penalty: 5277.667969
	Iteration 8Q: 3 clusters Score -6465907 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -6466689.000000 Penalty: 5277.667969
	Iteration 9Q: 3 clusters Score -6466689 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -6467401.000000 Penalty: 5277.667969
	Iteration 10Q: 3 clusters Score -6467401 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6468044.000000 Penalty: 5277.667969
	Iteration 11Q: 3 clusters Score -6468044 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -6468689.500000 Penalty: 5277.667969
	Iteration 12Q: 3 clusters Score -6468690 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -6469320.500000 Penalty: 5277.667969
	Iteration 13Q: 3 clusters Score -6469320 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6469970.000000 Penalty: 5277.667969
	Iteration 14Q: 3 clusters Score -6469970 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -6470713.000000 Penalty: 5277.667969
	Iteration 15Q: 3 clusters Score -6470713 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -6471432.000000 Penalty: 5277.667969
	Iteration 16Q: 3 clusters Score -6471432 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6472242.500000 Penalty: 5277.667969
	Iteration 17Q: 3 clusters Score -6472242 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6472985.000000 Penalty: 5277.667969
	Iteration 18Q: 3 clusters Score -6472985 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6473545.000000 Penalty: 5277.667969
	Iteration 19Q: 3 clusters Score -6473545 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6474067.000000 Penalty: 5277.667969
	Iteration 20F: 3 clusters Score -6474067 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6474509.500000 Penalty: 5277.667969
	Iteration 21Q: 3 clusters Score -6474510 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6474797.000000 Penalty: 5277.667969
	Iteration 22Q: 3 clusters Score -6474797 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6474970.500000 Penalty: 5277.667969
	Iteration 23Q: 3 clusters Score -6474970 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6475102.000000 Penalty: 5277.667969
	Iteration 24Q: 3 clusters Score -6475102 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6475199.000000 Penalty: 5277.667969
	Iteration 25Q: 3 clusters Score -6475199 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6475322.000000 Penalty: 5277.667969
	Iteration 26Q: 3 clusters Score -6475322 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6475403.000000 Penalty: 5277.667969
	Iteration 27Q: 3 clusters Score -6475403 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6475460.500000 Penalty: 5277.667969
	Iteration 28Q: 3 clusters Score -6475460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6475501.000000 Penalty: 5277.667969
	Iteration 29Q: 3 clusters Score -6475501 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6475527.500000 Penalty: 5277.667969
	Iteration 30Q: 3 clusters Score -6475528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6475565.000000 Penalty: 5277.667969
	Iteration 31Q: 3 clusters Score -6475565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6475574.500000 Penalty: 5277.667969
	Iteration 32Q: 3 clusters Score -6475574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6475573.000000 Penalty: 5277.667969
	Iteration 33Q: 3 clusters Score -6475573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6475579.500000 Penalty: 5277.667969
	Iteration 34Q: 3 clusters Score -6475580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6475600.000000 Penalty: 5277.667969
	Iteration 35Q: 3 clusters Score -6475600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6475608.500000 Penalty: 5277.667969
	Iteration 36Q: 3 clusters Score -6475608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6475625.000000 Penalty: 5277.667969
	Iteration 37Q: 3 clusters Score -6475625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6475629.000000 Penalty: 5277.667969
	Iteration 38Q: 3 clusters Score -6475629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6475633.500000 Penalty: 5277.667969
	Iteration 39Q: 3 clusters Score -6475634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6475630.500000 Penalty: 5277.667969
	Iteration 40F: 3 clusters Score -6475630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6475629.000000 Penalty: 5277.667969
	Iteration 41Q: 3 clusters Score -6475629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6475637.000000 Penalty: 5277.667969
	Iteration 42Q: 3 clusters Score -6475637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6475643.500000 Penalty: 5277.667969
	Iteration 43Q: 3 clusters Score -6475644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6475638.000000 Penalty: 5277.667969
	Iteration 44Q: 3 clusters Score -6475638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6475641.500000 Penalty: 5277.667969
	Iteration 45Q: 3 clusters Score -6475642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6475637.500000 Penalty: 5277.667969
	Iteration 46Q: 3 clusters Score -6475638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6475640.000000 Penalty: 5277.667969
	Iteration 47Q: 3 clusters Score -6475640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6475639.000000 Penalty: 5277.667969
	Iteration 48Q: 3 clusters Score -6475639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6475635.500000 Penalty: 5277.667969
	Iteration 49Q: 3 clusters Score -6475636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6475635.000000 Penalty: 5277.667969
	Iteration 50Q: 3 clusters Score -6475635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6475638.500000 Penalty: 5277.667969
	Iteration 51Q: 3 clusters Score -6475638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6475637.000000 Penalty: 5277.667969
	Iteration 52Q: 3 clusters Score -6475637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6475646.000000 Penalty: 5277.667969
	Iteration 53Q: 3 clusters Score -6475646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6475652.500000 Penalty: 5277.667969
	Iteration 54Q: 3 clusters Score -6475652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6475650.000000 Penalty: 5277.667969
	Iteration 55Q: 3 clusters Score -6475650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6475656.000000 Penalty: 5277.667969
	Iteration 56Q: 3 clusters Score -6475656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6475655.000000 Penalty: 5277.667969
	Iteration 57Q: 3 clusters Score -6475655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6475646.500000 Penalty: 5277.667969
	Iteration 58Q: 3 clusters Score -6475646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6475643.500000 Penalty: 5277.667969
	Iteration 59Q: 3 clusters Score -6475644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6475638.500000 Penalty: 5277.667969
	Iteration 60F: 3 clusters Score -6475638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6475647.000000 Penalty: 5277.667969
	Iteration 61Q: 3 clusters Score -6475647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6475646.000000 Penalty: 5277.667969
	Iteration 62Q: 3 clusters Score -6475646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6475641.000000 Penalty: 5277.667969
	Iteration 63Q: 3 clusters Score -6475641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6475651.500000 Penalty: 5277.667969
	Iteration 64Q: 3 clusters Score -6475652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6475651.000000 Penalty: 5277.667969
	Iteration 65Q: 3 clusters Score -6475651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6475655.500000 Penalty: 5277.667969
	Iteration 66Q: 3 clusters Score -6475656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6475650.000000 Penalty: 5277.667969
	Iteration 67Q: 3 clusters Score -6475650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6475648.000000 Penalty: 5277.667969
	Iteration 68Q: 3 clusters Score -6475648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6475648.500000 Penalty: 5277.667969
	Iteration 69Q: 3 clusters Score -6475648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6475645.000000 Penalty: 5277.667969
	Iteration 70Q: 3 clusters Score -6475645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6475645.000000 Penalty: 5277.667969
	Iteration 71F: 3 clusters Score -6475645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 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 715 members 
Entering Unmasked Estep 
Score: -215080.531250 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215080.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215484.359375 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215484.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215666.156250 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215666.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215776.046875 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -215776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215853.578125 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -215853.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215931.656250 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -215931.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216006.734375 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -216006.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216065.250000 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -216065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216105.406250 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -216105.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216146.015625 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -216146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216174.906250 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -216174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216217.281250 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -216217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216259.687500 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -216259.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -216293.437500 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -216293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216309.781250 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -216309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216327.093750 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -216327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216334.968750 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -216335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216343.203125 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -216343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216347.500000 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -216347.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216351.703125 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -216351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -216356.062500 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -216356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216358.921875 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -216358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -216359.515625 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -216359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -216359.515625 Penalty: 3613.951172
	Iteration 23F: 3 clusters Score -216359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Entering Unmasked Estep 
Score: -1961970.625000 Penalty: 2349.668945
	Iteration 0F: 2 clusters Score -1961971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1952306.750000 Penalty: 4699.337891
	Iteration 0F: 3 clusters Score -1952307 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1955294.375000 Penalty: 4699.337891
	Iteration 1F: 3 clusters Score -1955294 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1955673.500000 Penalty: 4699.337891
	Iteration 2F: 3 clusters Score -1955674 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1956006.125000 Penalty: 4699.337891
	Iteration 3F: 3 clusters Score -1956006 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1956334.875000 Penalty: 4699.337891
	Iteration 4Q: 3 clusters Score -1956335 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1956683.500000 Penalty: 4699.337891
	Iteration 5Q: 3 clusters Score -1956684 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1957070.500000 Penalty: 4699.337891
	Iteration 6Q: 3 clusters Score -1957070 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1957485.875000 Penalty: 4699.337891
	Iteration 7Q: 3 clusters Score -1957486 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1957863.375000 Penalty: 4699.337891
	Iteration 8Q: 3 clusters Score -1957863 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1958259.500000 Penalty: 4699.337891
	Iteration 9Q: 3 clusters Score -1958260 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1958716.500000 Penalty: 4699.337891
	Iteration 10Q: 3 clusters Score -1958716 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1959206.625000 Penalty: 4699.337891
	Iteration 11Q: 3 clusters Score -1959207 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1959596.125000 Penalty: 4699.337891
	Iteration 12Q: 3 clusters Score -1959596 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1959925.750000 Penalty: 4699.337891
	Iteration 13Q: 3 clusters Score -1959926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1960173.875000 Penalty: 4699.337891
	Iteration 14Q: 3 clusters Score -1960174 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1960352.250000 Penalty: 4699.337891
	Iteration 15Q: 3 clusters Score -1960352 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1960502.250000 Penalty: 4699.337891
	Iteration 16Q: 3 clusters Score -1960502 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1960618.625000 Penalty: 4699.337891
	Iteration 17Q: 3 clusters Score -1960619 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1960741.375000 Penalty: 4699.337891
	Iteration 18Q: 3 clusters Score -1960741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1960860.375000 Penalty: 4699.337891
	Iteration 19Q: 3 clusters Score -1960860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1960970.750000 Penalty: 4699.337891
	Iteration 20F: 3 clusters Score -1960971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1961073.375000 Penalty: 4699.337891
	Iteration 21Q: 3 clusters Score -1961073 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1961140.625000 Penalty: 4699.337891
	Iteration 22Q: 3 clusters Score -1961141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1961179.875000 Penalty: 4699.337891
	Iteration 23Q: 3 clusters Score -1961180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1961210.000000 Penalty: 4699.337891
	Iteration 24Q: 3 clusters Score -1961210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1961212.875000 Penalty: 4699.337891
	Iteration 25Q: 3 clusters Score -1961213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1961226.750000 Penalty: 4699.337891
	Iteration 26Q: 3 clusters Score -1961227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1961229.875000 Penalty: 4699.337891
	Iteration 27Q: 3 clusters Score -1961230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1961237.375000 Penalty: 4699.337891
	Iteration 28Q: 3 clusters Score -1961237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1961238.875000 Penalty: 4699.337891
	Iteration 29Q: 3 clusters Score -1961239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1961240.375000 Penalty: 4699.337891
	Iteration 30Q: 3 clusters Score -1961240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1961243.875000 Penalty: 4699.337891
	Iteration 31Q: 3 clusters Score -1961244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1961240.750000 Penalty: 4699.337891
	Iteration 32Q: 3 clusters Score -1961241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1961240.375000 Penalty: 4699.337891
	Iteration 33Q: 3 clusters Score -1961240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1961244.875000 Penalty: 4699.337891
	Iteration 34Q: 3 clusters Score -1961245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1961247.000000 Penalty: 4699.337891
	Iteration 35Q: 3 clusters Score -1961247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1961247.000000 Penalty: 4699.337891
	Iteration 36Q: 3 clusters Score -1961247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1961249.500000 Penalty: 4699.337891
	Iteration 37Q: 3 clusters Score -1961250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1961249.500000 Penalty: 4699.337891
	Iteration 38F: 3 clusters Score -1961250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1503017.250000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1503017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1495377.000000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1495377 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1497790.375000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1497790 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1498265.875000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1498266 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1498761.125000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1498761 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1499309.250000 Penalty: 4566.291016
	Iteration 4F: 3 clusters Score -1499309 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1499878.750000 Penalty: 4566.291016
	Iteration 5F: 3 clusters Score -1499879 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1500434.000000 Penalty: 4566.291016
	Iteration 6F: 3 clusters Score -1500434 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1500840.125000 Penalty: 4566.291016
	Iteration 7F: 3 clusters Score -1500840 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1501137.000000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1501137 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1501363.875000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1501364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1501519.625000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1501520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1501626.125000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1501626 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1501713.125000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1501713 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1501777.750000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1501778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1501835.250000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1501835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1501894.625000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1501895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1501942.875000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1501943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1501991.375000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1501991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1502042.250000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1502042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1502089.000000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1502089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1502140.875000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1502141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1502172.000000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1502172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1502201.000000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1502201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1502218.250000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1502218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1502228.250000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1502228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1502236.250000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1502236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1502244.000000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1502244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1502247.750000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1502248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1502249.750000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1502250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1502252.250000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1502252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1502254.875000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1502255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1502256.750000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1502257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1502259.125000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1502259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1502258.625000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1502259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1502259.375000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1502259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1502265.125000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1502265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1502266.000000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1502266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1502271.625000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1502272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1502273.625000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1502274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1502276.250000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1502276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1502275.875000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1502276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1502273.875000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1502274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1502277.750000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1502278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1502277.125000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1502277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1502278.500000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1502278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1502278.000000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1502278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1502280.375000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1502280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1502280.500000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1502280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1502281.000000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1502281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1502283.500000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1502284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1502284.625000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1502285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1502282.875000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1502283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1502282.875000 Penalty: 4566.291016
	Iteration 52F: 3 clusters Score -1502283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Entering Unmasked Estep 
Score: -1041789.500000 Penalty: 2195.389893
	Iteration 0F: 2 clusters Score -1041790 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 3482 members 
Entering Unmasked Estep 
Score: -1035984.187500 Penalty: 4390.779785
	Iteration 0F: 3 clusters Score -1035984 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1037625.875000 Penalty: 4390.779785
	Iteration 1F: 3 clusters Score -1037626 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1038008.250000 Penalty: 4390.779785
	Iteration 2F: 3 clusters Score -1038008 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1038353.375000 Penalty: 4390.779785
	Iteration 3F: 3 clusters Score -1038353 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1038743.687500 Penalty: 4390.779785
	Iteration 4F: 3 clusters Score -1038744 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1039099.375000 Penalty: 4390.779785
	Iteration 5F: 3 clusters Score -1039099 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1039397.500000 Penalty: 4390.779785
	Iteration 6Q: 3 clusters Score -1039398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1039618.875000 Penalty: 4390.779785
	Iteration 7Q: 3 clusters Score -1039619 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1039790.562500 Penalty: 4390.779785
	Iteration 8Q: 3 clusters Score -1039791 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1039901.437500 Penalty: 4390.779785
	Iteration 9Q: 3 clusters Score -1039901 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1039978.375000 Penalty: 4390.779785
	Iteration 10Q: 3 clusters Score -1039978 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1040031.062500 Penalty: 4390.779785
	Iteration 11Q: 3 clusters Score -1040031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1040074.562500 Penalty: 4390.779785
	Iteration 12Q: 3 clusters Score -1040075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1040111.312500 Penalty: 4390.779785
	Iteration 13Q: 3 clusters Score -1040111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1040147.625000 Penalty: 4390.779785
	Iteration 14Q: 3 clusters Score -1040148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1040180.625000 Penalty: 4390.779785
	Iteration 15Q: 3 clusters Score -1040181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1040216.750000 Penalty: 4390.779785
	Iteration 16Q: 3 clusters Score -1040217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1040251.187500 Penalty: 4390.779785
	Iteration 17Q: 3 clusters Score -1040251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1040286.125000 Penalty: 4390.779785
	Iteration 18Q: 3 clusters Score -1040286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1040311.625000 Penalty: 4390.779785
	Iteration 19Q: 3 clusters Score -1040312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1040336.062500 Penalty: 4390.779785
	Iteration 20F: 3 clusters Score -1040336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1040355.000000 Penalty: 4390.779785
	Iteration 21Q: 3 clusters Score -1040355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1040371.625000 Penalty: 4390.779785
	Iteration 22Q: 3 clusters Score -1040372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1040386.625000 Penalty: 4390.779785
	Iteration 23Q: 3 clusters Score -1040387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1040394.375000 Penalty: 4390.779785
	Iteration 24Q: 3 clusters Score -1040394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1040412.375000 Penalty: 4390.779785
	Iteration 25Q: 3 clusters Score -1040412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1040428.937500 Penalty: 4390.779785
	Iteration 26Q: 3 clusters Score -1040429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1040446.312500 Penalty: 4390.779785
	Iteration 27Q: 3 clusters Score -1040446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1040458.187500 Penalty: 4390.779785
	Iteration 28Q: 3 clusters Score -1040458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1040481.937500 Penalty: 4390.779785
	Iteration 29Q: 3 clusters Score -1040482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1040501.187500 Penalty: 4390.779785
	Iteration 30Q: 3 clusters Score -1040501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1040525.312500 Penalty: 4390.779785
	Iteration 31Q: 3 clusters Score -1040525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1040544.875000 Penalty: 4390.779785
	Iteration 32Q: 3 clusters Score -1040545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1040577.875000 Penalty: 4390.779785
	Iteration 33Q: 3 clusters Score -1040578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1040609.937500 Penalty: 4390.779785
	Iteration 34Q: 3 clusters Score -1040610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1040645.000000 Penalty: 4390.779785
	Iteration 35Q: 3 clusters Score -1040645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1040683.562500 Penalty: 4390.779785
	Iteration 36Q: 3 clusters Score -1040684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1040716.750000 Penalty: 4390.779785
	Iteration 37Q: 3 clusters Score -1040717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1040753.125000 Penalty: 4390.779785
	Iteration 38Q: 3 clusters Score -1040753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1040797.125000 Penalty: 4390.779785
	Iteration 39Q: 3 clusters Score -1040797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1040837.562500 Penalty: 4390.779785
	Iteration 40F: 3 clusters Score -1040838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1040874.062500 Penalty: 4390.779785
	Iteration 41Q: 3 clusters Score -1040874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1040897.687500 Penalty: 4390.779785
	Iteration 42Q: 3 clusters Score -1040898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1040913.687500 Penalty: 4390.779785
	Iteration 43Q: 3 clusters Score -1040914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1040923.812500 Penalty: 4390.779785
	Iteration 44Q: 3 clusters Score -1040924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1040933.187500 Penalty: 4390.779785
	Iteration 45Q: 3 clusters Score -1040933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1040946.375000 Penalty: 4390.779785
	Iteration 46Q: 3 clusters Score -1040946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1040953.125000 Penalty: 4390.779785
	Iteration 47Q: 3 clusters Score -1040953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1040959.250000 Penalty: 4390.779785
	Iteration 48Q: 3 clusters Score -1040959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1040960.875000 Penalty: 4390.779785
	Iteration 49Q: 3 clusters Score -1040961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1040961.437500 Penalty: 4390.779785
	Iteration 50Q: 3 clusters Score -1040961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1040965.312500 Penalty: 4390.779785
	Iteration 51Q: 3 clusters Score -1040965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1040967.187500 Penalty: 4390.779785
	Iteration 52Q: 3 clusters Score -1040967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1040969.750000 Penalty: 4390.779785
	Iteration 53Q: 3 clusters Score -1040970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1040973.562500 Penalty: 4390.779785
	Iteration 54Q: 3 clusters Score -1040974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1040974.250000 Penalty: 4390.779785
	Iteration 55Q: 3 clusters Score -1040974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1040974.250000 Penalty: 4390.779785
	Iteration 56F: 3 clusters Score -1040974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Entering Unmasked Estep 
Score: -1507655.250000 Penalty: 2284.808350
	Iteration 0F: 2 clusters Score -1507655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1500017.375000 Penalty: 4569.616699
	Iteration 0F: 3 clusters Score -1500017 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1502245.250000 Penalty: 4569.616699
	Iteration 1F: 3 clusters Score -1502245 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1502617.375000 Penalty: 4569.616699
	Iteration 2F: 3 clusters Score -1502617 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1502971.125000 Penalty: 4569.616699
	Iteration 3F: 3 clusters Score -1502971 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1503321.875000 Penalty: 4569.616699
	Iteration 4F: 3 clusters Score -1503322 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1503765.375000 Penalty: 4569.616699
	Iteration 5F: 3 clusters Score -1503765 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1504300.375000 Penalty: 4569.616699
	Iteration 6F: 3 clusters Score -1504300 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1504847.375000 Penalty: 4569.616699
	Iteration 7F: 3 clusters Score -1504847 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1505372.375000 Penalty: 4569.616699
	Iteration 8F: 3 clusters Score -1505372 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1505770.250000 Penalty: 4569.616699
	Iteration 9Q: 3 clusters Score -1505770 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1506031.000000 Penalty: 4569.616699
	Iteration 10Q: 3 clusters Score -1506031 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1506210.750000 Penalty: 4569.616699
	Iteration 11Q: 3 clusters Score -1506211 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1506329.500000 Penalty: 4569.616699
	Iteration 12Q: 3 clusters Score -1506330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1506388.125000 Penalty: 4569.616699
	Iteration 13Q: 3 clusters Score -1506388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1506428.000000 Penalty: 4569.616699
	Iteration 14Q: 3 clusters Score -1506428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1506450.500000 Penalty: 4569.616699
	Iteration 15Q: 3 clusters Score -1506450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1506474.500000 Penalty: 4569.616699
	Iteration 16Q: 3 clusters Score -1506474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1506485.000000 Penalty: 4569.616699
	Iteration 17Q: 3 clusters Score -1506485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1506497.250000 Penalty: 4569.616699
	Iteration 18Q: 3 clusters Score -1506497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1506508.500000 Penalty: 4569.616699
	Iteration 19Q: 3 clusters Score -1506508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1506519.375000 Penalty: 4569.616699
	Iteration 20F: 3 clusters Score -1506519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1506517.875000 Penalty: 4569.616699
	Iteration 21Q: 3 clusters Score -1506518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1506523.500000 Penalty: 4569.616699
	Iteration 22Q: 3 clusters Score -1506524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1506527.000000 Penalty: 4569.616699
	Iteration 23Q: 3 clusters Score -1506527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1506526.750000 Penalty: 4569.616699
	Iteration 24Q: 3 clusters Score -1506527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1506527.875000 Penalty: 4569.616699
	Iteration 25Q: 3 clusters Score -1506528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1506530.875000 Penalty: 4569.616699
	Iteration 26Q: 3 clusters Score -1506531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1506530.000000 Penalty: 4569.616699
	Iteration 27Q: 3 clusters Score -1506530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1506532.000000 Penalty: 4569.616699
	Iteration 28Q: 3 clusters Score -1506532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1506532.500000 Penalty: 4569.616699
	Iteration 29Q: 3 clusters Score -1506532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1506538.125000 Penalty: 4569.616699
	Iteration 30Q: 3 clusters Score -1506538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1506538.625000 Penalty: 4569.616699
	Iteration 31Q: 3 clusters Score -1506539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1506537.125000 Penalty: 4569.616699
	Iteration 32Q: 3 clusters Score -1506537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1506537.375000 Penalty: 4569.616699
	Iteration 33Q: 3 clusters Score -1506537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1506540.875000 Penalty: 4569.616699
	Iteration 34Q: 3 clusters Score -1506541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1506541.875000 Penalty: 4569.616699
	Iteration 35Q: 3 clusters Score -1506542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1506544.000000 Penalty: 4569.616699
	Iteration 36Q: 3 clusters Score -1506544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1506541.500000 Penalty: 4569.616699
	Iteration 37Q: 3 clusters Score -1506542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1506543.500000 Penalty: 4569.616699
	Iteration 38Q: 3 clusters Score -1506544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1506543.500000 Penalty: 4569.616699
	Iteration 39F: 3 clusters Score -1506544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Entering Unmasked Estep 
Score: -9601227.000000 Penalty: 2734.688721
	Iteration 0F: 2 clusters Score -9601227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -9560121.000000 Penalty: 5469.377441
	Iteration 0F: 3 clusters Score -9560121 nChanged 28636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -9576465.000000 Penalty: 5469.377441
	Iteration 1F: 3 clusters Score -9576465 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -9577930.000000 Penalty: 5469.377441
	Iteration 2F: 3 clusters Score -9577930 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -9580055.000000 Penalty: 5469.377441
	Iteration 3F: 3 clusters Score -9580055 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -9583442.000000 Penalty: 5469.377441
	Iteration 4F: 3 clusters Score -9583442 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9588021.000000 Penalty: 5469.377441
	Iteration 5F: 3 clusters Score -9588021 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -9592415.000000 Penalty: 5469.377441
	Iteration 6F: 3 clusters Score -9592415 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -9595610.000000 Penalty: 5469.377441
	Iteration 7F: 3 clusters Score -9595610 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -9597444.000000 Penalty: 5469.377441
	Iteration 8Q: 3 clusters Score -9597444 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -9598326.000000 Penalty: 5469.377441
	Iteration 9Q: 3 clusters Score -9598326 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -9598599.000000 Penalty: 5469.377441
	Iteration 10Q: 3 clusters Score -9598599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -9598693.000000 Penalty: 5469.377441
	Iteration 11Q: 3 clusters Score -9598693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -9598768.000000 Penalty: 5469.377441
	Iteration 12Q: 3 clusters Score -9598768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9598819.000000 Penalty: 5469.377441
	Iteration 13Q: 3 clusters Score -9598819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -9598882.000000 Penalty: 5469.377441
	Iteration 14Q: 3 clusters Score -9598882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -9598901.000000 Penalty: 5469.377441
	Iteration 15Q: 3 clusters Score -9598901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -9598916.000000 Penalty: 5469.377441
	Iteration 16Q: 3 clusters Score -9598916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -9598945.000000 Penalty: 5469.377441
	Iteration 17Q: 3 clusters Score -9598945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -9598954.000000 Penalty: 5469.377441
	Iteration 18Q: 3 clusters Score -9598954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -9598959.000000 Penalty: 5469.377441
	Iteration 19Q: 3 clusters Score -9598959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -9598975.000000 Penalty: 5469.377441
	Iteration 20F: 3 clusters Score -9598975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -9598979.000000 Penalty: 5469.377441
	Iteration 21Q: 3 clusters Score -9598979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -9598980.000000 Penalty: 5469.377441
	Iteration 22Q: 3 clusters Score -9598980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -9598991.000000 Penalty: 5469.377441
	Iteration 23Q: 3 clusters Score -9598991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -9598991.000000 Penalty: 5469.377441
	Iteration 24F: 3 clusters Score -9598991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Entering Unmasked Estep 
Score: -4412072.500000 Penalty: 2541.503906
	Iteration 0F: 2 clusters Score -4412072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4392716.000000 Penalty: 5083.007812
	Iteration 0F: 3 clusters Score -4392716 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4399611.500000 Penalty: 5083.007812
	Iteration 1F: 3 clusters Score -4399612 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4400181.000000 Penalty: 5083.007812
	Iteration 2F: 3 clusters Score -4400181 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4400780.000000 Penalty: 5083.007812
	Iteration 3F: 3 clusters Score -4400780 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4401425.500000 Penalty: 5083.007812
	Iteration 4F: 3 clusters Score -4401426 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4402278.500000 Penalty: 5083.007812
	Iteration 5F: 3 clusters Score -4402278 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4403368.500000 Penalty: 5083.007812
	Iteration 6F: 3 clusters Score -4403368 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4404785.000000 Penalty: 5083.007812
	Iteration 7F: 3 clusters Score -4404785 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4406239.000000 Penalty: 5083.007812
	Iteration 8F: 3 clusters Score -4406239 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4407552.000000 Penalty: 5083.007812
	Iteration 9F: 3 clusters Score -4407552 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4408449.500000 Penalty: 5083.007812
	Iteration 10Q: 3 clusters Score -4408450 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4409036.500000 Penalty: 5083.007812
	Iteration 11Q: 3 clusters Score -4409036 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4409412.500000 Penalty: 5083.007812
	Iteration 12Q: 3 clusters Score -4409412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4409612.500000 Penalty: 5083.007812
	Iteration 13Q: 3 clusters Score -4409612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4409736.500000 Penalty: 5083.007812
	Iteration 14Q: 3 clusters Score -4409736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4409812.000000 Penalty: 5083.007812
	Iteration 15Q: 3 clusters Score -4409812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4409872.000000 Penalty: 5083.007812
	Iteration 16Q: 3 clusters Score -4409872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -4409911.500000 Penalty: 5083.007812
	Iteration 17Q: 3 clusters Score -4409912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4409923.000000 Penalty: 5083.007812
	Iteration 18Q: 3 clusters Score -4409923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4409938.500000 Penalty: 5083.007812
	Iteration 19Q: 3 clusters Score -4409938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4409950.500000 Penalty: 5083.007812
	Iteration 20F: 3 clusters Score -4409950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4409968.000000 Penalty: 5083.007812
	Iteration 21Q: 3 clusters Score -4409968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -4409974.500000 Penalty: 5083.007812
	Iteration 22Q: 3 clusters Score -4409974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4409978.500000 Penalty: 5083.007812
	Iteration 23Q: 3 clusters Score -4409978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4409981.000000 Penalty: 5083.007812
	Iteration 24Q: 3 clusters Score -4409981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4409986.500000 Penalty: 5083.007812
	Iteration 25Q: 3 clusters Score -4409986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4409988.000000 Penalty: 5083.007812
	Iteration 26Q: 3 clusters Score -4409988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4410000.500000 Penalty: 5083.007812
	Iteration 27Q: 3 clusters Score -4410000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4410004.000000 Penalty: 5083.007812
	Iteration 28Q: 3 clusters Score -4410004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4410007.000000 Penalty: 5083.007812
	Iteration 29Q: 3 clusters Score -4410007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4410006.500000 Penalty: 5083.007812
	Iteration 30Q: 3 clusters Score -4410006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4410011.500000 Penalty: 5083.007812
	Iteration 31Q: 3 clusters Score -4410012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4410019.500000 Penalty: 5083.007812
	Iteration 32Q: 3 clusters Score -4410020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4410018.000000 Penalty: 5083.007812
	Iteration 33Q: 3 clusters Score -4410018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4410018.000000 Penalty: 5083.007812
	Iteration 34F: 3 clusters Score -4410018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -1146560.625000 Penalty: 2219.410156
	Iteration 0F: 2 clusters Score -1146561 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 3851 members 
Entering Unmasked Estep 
Score: -1140433.000000 Penalty: 4438.820312
	Iteration 0F: 3 clusters Score -1140433 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1142163.625000 Penalty: 4438.820312
	Iteration 1F: 3 clusters Score -1142164 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1142593.750000 Penalty: 4438.820312
	Iteration 2F: 3 clusters Score -1142594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1143165.125000 Penalty: 4438.820312
	Iteration 3F: 3 clusters Score -1143165 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1143914.125000 Penalty: 4438.820312
	Iteration 4F: 3 clusters Score -1143914 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1144619.625000 Penalty: 4438.820312
	Iteration 5F: 3 clusters Score -1144620 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1145143.875000 Penalty: 4438.820312
	Iteration 6F: 3 clusters Score -1145144 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1145437.750000 Penalty: 4438.820312
	Iteration 7Q: 3 clusters Score -1145438 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1145609.500000 Penalty: 4438.820312
	Iteration 8Q: 3 clusters Score -1145610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1145731.750000 Penalty: 4438.820312
	Iteration 9Q: 3 clusters Score -1145732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1145824.375000 Penalty: 4438.820312
	Iteration 10Q: 3 clusters Score -1145824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1145912.250000 Penalty: 4438.820312
	Iteration 11Q: 3 clusters Score -1145912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1146038.750000 Penalty: 4438.820312
	Iteration 12Q: 3 clusters Score -1146039 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1146200.125000 Penalty: 4438.820312
	Iteration 13Q: 3 clusters Score -1146200 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1146345.125000 Penalty: 4438.820312
	Iteration 14Q: 3 clusters Score -1146345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1146493.625000 Penalty: 4438.820312
	Iteration 15Q: 3 clusters Score -1146494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1146636.500000 Penalty: 4438.820312
	Iteration 16Q: 3 clusters Score -1146636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1146750.125000 Penalty: 4438.820312
	Iteration 17Q: 3 clusters Score -1146750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1146801.125000 Penalty: 4438.820312
	Iteration 18Q: 3 clusters Score -1146801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1146819.625000 Penalty: 4438.820312
	Iteration 19Q: 3 clusters Score -1146820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1146829.625000 Penalty: 4438.820312
	Iteration 20F: 3 clusters Score -1146830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1146842.250000 Penalty: 4438.820312
	Iteration 21Q: 3 clusters Score -1146842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1146849.875000 Penalty: 4438.820312
	Iteration 22Q: 3 clusters Score -1146850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1146853.125000 Penalty: 4438.820312
	Iteration 23Q: 3 clusters Score -1146853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1146859.250000 Penalty: 4438.820312
	Iteration 24Q: 3 clusters Score -1146859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1146861.875000 Penalty: 4438.820312
	Iteration 25Q: 3 clusters Score -1146862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1146864.000000 Penalty: 4438.820312
	Iteration 26Q: 3 clusters Score -1146864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1146865.125000 Penalty: 4438.820312
	Iteration 27Q: 3 clusters Score -1146865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1146864.125000 Penalty: 4438.820312
	Iteration 28Q: 3 clusters Score -1146864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1146864.250000 Penalty: 4438.820312
	Iteration 29Q: 3 clusters Score -1146864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1146866.000000 Penalty: 4438.820312
	Iteration 30Q: 3 clusters Score -1146866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1146866.000000 Penalty: 4438.820312
	Iteration 31F: 3 clusters Score -1146866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 1363 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 6339 members 
Entering Unmasked Estep 
Score: -120398336.000000 Penalty: 148260.671875
Splitting cluster 26 changes total score from -120399248.000000 to -120398336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -162927.781250 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -162927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160952.187500 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -160952.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -161256.937500 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -161256.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -161338.859375 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -161338.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161390.093750 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -161390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161406.609375 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -161406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161414.187500 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -161414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161418.750000 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -161418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161427.062500 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -161427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161431.156250 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -161431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -161433.875000 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -161433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161438.703125 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -161438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161439.656250 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -161439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161439.656250 Penalty: 3471.260742
	Iteration 12F: 3 clusters Score -161439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -177137.640625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -177137.6 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 602 members 
Entering Unmasked Estep 
Score: -175060.156250 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -175060.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175408.140625 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -175408.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -175588.296875 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -175588.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175827.515625 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -175827.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176083.437500 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -176083.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -176342.953125 Penalty: 3515.436523
	Iteration 5F: 3 clusters Score -176343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176754.328125 Penalty: 3515.436523
	Iteration 6F: 3 clusters Score -176754.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -177098.578125 Penalty: 3515.436523
	Iteration 7F: 3 clusters Score -177098.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177322.656250 Penalty: 3515.436523
	Iteration 8F: 3 clusters Score -177322.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -177448.765625 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -177448.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -177518.375000 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -177518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -177563.171875 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -177563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -177571.375000 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -177571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -177572.640625 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -177572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -177578.062500 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -177578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -177578.062500 Penalty: 3515.436523
	Iteration 15F: 3 clusters Score -177578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 815 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 382 members 
Entering Unmasked Estep 
Score: -120398080.000000 Penalty: 148260.671875
Splitting cluster 28 changes total score from -120399248.000000 to -120398080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 240 members 
Entering Unmasked Estep 
Score: -67436.570312 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67436.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67553.484375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67553.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67578.687500 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67578.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67587.007812 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67587.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67598.179688 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67598.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67599.601562 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67599.601562 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -67599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 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 670 members 
Entering Unmasked Estep 
Score: -183808.000000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183808 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -184342.765625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184342.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -184589.859375 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184589.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184850.046875 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -185145.546875 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -185145.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185419.984375 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -185420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185615.734375 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -185615.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185776.140625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185776.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -185860.718750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185860.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -185895.156250 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185895.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -185915.859375 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185937.937500 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185941.781250 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185946.281250 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -185947.125000 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185947.1 nChanged 1
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: -185947.796875 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185947.937500 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185947.937500 Penalty: 3579.852051
	Iteration 17F: 3 clusters Score -185947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 799 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 564 members 
Entering Unmasked Estep 
Score: -120397680.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120399248.000000 to -120397680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Entering Unmasked Estep 
Score: -9678941.000000 Penalty: 2739.029297
	Iteration 0F: 2 clusters Score -9678941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -9637080.000000 Penalty: 5478.058594
	Iteration 0F: 3 clusters Score -9637080 nChanged 29124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -9653308.000000 Penalty: 5478.058594
	Iteration 1F: 3 clusters Score -9653308 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -9653982.000000 Penalty: 5478.058594
	Iteration 2Q: 3 clusters Score -9653982 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -9654662.000000 Penalty: 5478.058594
	Iteration 3Q: 3 clusters Score -9654662 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -9655327.000000 Penalty: 5478.058594
	Iteration 4Q: 3 clusters Score -9655327 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -9656105.000000 Penalty: 5478.058594
	Iteration 5Q: 3 clusters Score -9656105 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9657080.000000 Penalty: 5478.058594
	Iteration 6Q: 3 clusters Score -9657080 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -9658211.000000 Penalty: 5478.058594
	Iteration 7Q: 3 clusters Score -9658211 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -9659559.000000 Penalty: 5478.058594
	Iteration 8Q: 3 clusters Score -9659559 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -9661378.000000 Penalty: 5478.058594
	Iteration 9F: 3 clusters Score -9661378 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -9663809.000000 Penalty: 5478.058594
	Iteration 10F: 3 clusters Score -9663809 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -9666563.000000 Penalty: 5478.058594
	Iteration 11F: 3 clusters Score -9666563 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -9669425.000000 Penalty: 5478.058594
	Iteration 12F: 3 clusters Score -9669425 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -9671872.000000 Penalty: 5478.058594
	Iteration 13F: 3 clusters Score -9671872 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -9673778.000000 Penalty: 5478.058594
	Iteration 14Q: 3 clusters Score -9673778 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -9675067.000000 Penalty: 5478.058594
	Iteration 15Q: 3 clusters Score -9675067 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -9675788.000000 Penalty: 5478.058594
	Iteration 16Q: 3 clusters Score -9675788 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -9676148.000000 Penalty: 5478.058594
	Iteration 17Q: 3 clusters Score -9676148 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -9676352.000000 Penalty: 5478.058594
	Iteration 18Q: 3 clusters Score -9676352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -9676453.000000 Penalty: 5478.058594
	Iteration 19Q: 3 clusters Score -9676453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -9676490.000000 Penalty: 5478.058594
	Iteration 20F: 3 clusters Score -9676490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -9676531.000000 Penalty: 5478.058594
	Iteration 21Q: 3 clusters Score -9676531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -9676554.000000 Penalty: 5478.058594
	Iteration 22Q: 3 clusters Score -9676554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -9676577.000000 Penalty: 5478.058594
	Iteration 23Q: 3 clusters Score -9676577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -9676585.000000 Penalty: 5478.058594
	Iteration 24Q: 3 clusters Score -9676585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -9676583.000000 Penalty: 5478.058594
	Iteration 25Q: 3 clusters Score -9676583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -9676593.000000 Penalty: 5478.058594
	Iteration 26Q: 3 clusters Score -9676593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -9676616.000000 Penalty: 5478.058594
	Iteration 27Q: 3 clusters Score -9676616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -9676626.000000 Penalty: 5478.058594
	Iteration 28Q: 3 clusters Score -9676626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9676631.000000 Penalty: 5478.058594
	Iteration 29Q: 3 clusters Score -9676631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -9676634.000000 Penalty: 5478.058594
	Iteration 30Q: 3 clusters Score -9676634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -9676638.000000 Penalty: 5478.058594
	Iteration 31Q: 3 clusters Score -9676638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -9676641.000000 Penalty: 5478.058594
	Iteration 32Q: 3 clusters Score -9676641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9676643.000000 Penalty: 5478.058594
	Iteration 33Q: 3 clusters Score -9676643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -9676645.000000 Penalty: 5478.058594
	Iteration 34Q: 3 clusters Score -9676645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -9676645.000000 Penalty: 5478.058594
	Iteration 35F: 3 clusters Score -9676645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (54061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Entering Unmasked Estep 
Score: -8550889.000000 Penalty: 2702.671387
	Iteration 0F: 2 clusters Score -8550889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -8514702.000000 Penalty: 5405.342773
	Iteration 0F: 3 clusters Score -8514702 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -8528929.000000 Penalty: 5405.342773
	Iteration 1F: 3 clusters Score -8528929 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -8529804.000000 Penalty: 5405.342773
	Iteration 2Q: 3 clusters Score -8529804 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -8530915.000000 Penalty: 5405.342773
	Iteration 3Q: 3 clusters Score -8530915 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8532401.000000 Penalty: 5405.342773
	Iteration 4Q: 3 clusters Score -8532401 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8534326.000000 Penalty: 5405.342773
	Iteration 5F: 3 clusters Score -8534326 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8536553.000000 Penalty: 5405.342773
	Iteration 6F: 3 clusters Score -8536553 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8538774.000000 Penalty: 5405.342773
	Iteration 7F: 3 clusters Score -8538774 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -8540561.000000 Penalty: 5405.342773
	Iteration 8F: 3 clusters Score -8540561 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -8541904.000000 Penalty: 5405.342773
	Iteration 9Q: 3 clusters Score -8541904 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -8542793.000000 Penalty: 5405.342773
	Iteration 10Q: 3 clusters Score -8542793 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8543438.000000 Penalty: 5405.342773
	Iteration 11Q: 3 clusters Score -8543438 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8543919.000000 Penalty: 5405.342773
	Iteration 12Q: 3 clusters Score -8543919 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -8544276.000000 Penalty: 5405.342773
	Iteration 13Q: 3 clusters Score -8544276 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -8544506.000000 Penalty: 5405.342773
	Iteration 14Q: 3 clusters Score -8544506 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -8544665.000000 Penalty: 5405.342773
	Iteration 15Q: 3 clusters Score -8544665 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8544800.000000 Penalty: 5405.342773
	Iteration 16Q: 3 clusters Score -8544800 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -8544875.000000 Penalty: 5405.342773
	Iteration 17Q: 3 clusters Score -8544875 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -8545008.000000 Penalty: 5405.342773
	Iteration 18Q: 3 clusters Score -8545008 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8545097.000000 Penalty: 5405.342773
	Iteration 19Q: 3 clusters Score -8545097 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8545188.000000 Penalty: 5405.342773
	Iteration 20F: 3 clusters Score -8545188 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8545254.000000 Penalty: 5405.342773
	Iteration 21Q: 3 clusters Score -8545254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8545338.000000 Penalty: 5405.342773
	Iteration 22Q: 3 clusters Score -8545338 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8545467.000000 Penalty: 5405.342773
	Iteration 23Q: 3 clusters Score -8545467 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8545543.000000 Penalty: 5405.342773
	Iteration 24Q: 3 clusters Score -8545543 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -8545616.000000 Penalty: 5405.342773
	Iteration 25Q: 3 clusters Score -8545616 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8545734.000000 Penalty: 5405.342773
	Iteration 26Q: 3 clusters Score -8545734 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -8545834.000000 Penalty: 5405.342773
	Iteration 27Q: 3 clusters Score -8545834 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8545879.000000 Penalty: 5405.342773
	Iteration 28Q: 3 clusters Score -8545879 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8545946.000000 Penalty: 5405.342773
	Iteration 29Q: 3 clusters Score -8545946 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -8545976.000000 Penalty: 5405.342773
	Iteration 30Q: 3 clusters Score -8545976 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -8546018.000000 Penalty: 5405.342773
	Iteration 31Q: 3 clusters Score -8546018 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -8546076.000000 Penalty: 5405.342773
	Iteration 32Q: 3 clusters Score -8546076 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8546088.000000 Penalty: 5405.342773
	Iteration 33Q: 3 clusters Score -8546088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -8546098.000000 Penalty: 5405.342773
	Iteration 34Q: 3 clusters Score -8546098 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -8546138.000000 Penalty: 5405.342773
	Iteration 35Q: 3 clusters Score -8546138 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -8546183.000000 Penalty: 5405.342773
	Iteration 36Q: 3 clusters Score -8546183 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -8546223.000000 Penalty: 5405.342773
	Iteration 37Q: 3 clusters Score -8546223 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -8546220.000000 Penalty: 5405.342773
	Iteration 38Q: 3 clusters Score -8546220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -8546267.000000 Penalty: 5405.342773
	Iteration 39Q: 3 clusters Score -8546267 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -8546278.000000 Penalty: 5405.342773
	Iteration 40F: 3 clusters Score -8546278 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8546301.000000 Penalty: 5405.342773
	Iteration 41Q: 3 clusters Score -8546301 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8546324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8546334 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8546355 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8546356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -8546395.000000 Penalty: 5405.342773
	Iteration 46Q: 3 clusters Score -8546395 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8546431.000000 Penalty: 5405.342773
	Iteration 47Q: 3 clusters Score -8546431 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -8546461.000000 Penalty: 5405.342773
	Iteration 48Q: 3 clusters Score -8546461 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -8546478.000000 Penalty: 5405.342773
	Iteration 49Q: 3 clusters Score -8546478 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8546520.000000 Penalty: 5405.342773
	Iteration 50Q: 3 clusters Score -8546520 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -8546537.000000 Penalty: 5405.342773
	Iteration 51Q: 3 clusters Score -8546537 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8546550.000000 Penalty: 5405.342773
	Iteration 52Q: 3 clusters Score -8546550 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8546604.000000 Penalty: 5405.342773
	Iteration 53Q: 3 clusters Score -8546604 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -8546653.000000 Penalty: 5405.342773
	Iteration 54Q: 3 clusters Score -8546653 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8546689.000000 Penalty: 5405.342773
	Iteration 55Q: 3 clusters Score -8546689 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8546696.000000 Penalty: 5405.342773
	Iteration 56Q: 3 clusters Score -8546696 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -8546715.000000 Penalty: 5405.342773
	Iteration 57Q: 3 clusters Score -8546715 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -8546747.000000 Penalty: 5405.342773
	Iteration 58Q: 3 clusters Score -8546747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -8546769.000000 Penalty: 5405.342773
	Iteration 59Q: 3 clusters Score -8546769 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -8546774.000000 Penalty: 5405.342773
	Iteration 60F: 3 clusters Score -8546774 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8546782.000000 Penalty: 5405.342773
	Iteration 61Q: 3 clusters Score -8546782 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -8546821.000000 Penalty: 5405.342773
	Iteration 62Q: 3 clusters Score -8546821 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8546855.000000 Penalty: 5405.342773
	Iteration 63Q: 3 clusters Score -8546855 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -8546902.000000 Penalty: 5405.342773
	Iteration 64Q: 3 clusters Score -8546902 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -8546929.000000 Penalty: 5405.342773
	Iteration 65Q: 3 clusters Score -8546929 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -8546928.000000 Penalty: 5405.342773
	Iteration 66Q: 3 clusters Score -8546928 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8546978.000000 Penalty: 5405.342773
	Iteration 67Q: 3 clusters Score -8546978 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8547016.000000 Penalty: 5405.342773
	Iteration 68Q: 3 clusters Score -8547016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8547037.000000 Penalty: 5405.342773
	Iteration 69Q: 3 clusters Score -8547037 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -8547076.000000 Penalty: 5405.342773
	Iteration 70Q: 3 clusters Score -8547076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8547111.000000 Penalty: 5405.342773
	Iteration 71Q: 3 clusters Score -8547111 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -8547105.000000 Penalty: 5405.342773
	Iteration 72Q: 3 clusters Score -8547105 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -8547165.000000 Penalty: 5405.342773
	Iteration 73Q: 3 clusters Score -8547165 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -8547200.000000 Penalty: 5405.342773
	Iteration 74Q: 3 clusters Score -8547200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -8547224.000000 Penalty: 5405.342773
	Iteration 75Q: 3 clusters Score -8547224 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8547280.000000 Penalty: 5405.342773
	Iteration 76Q: 3 clusters Score -8547280 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -8547328.000000 Penalty: 5405.342773
	Iteration 77Q: 3 clusters Score -8547328 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8547380.000000 Penalty: 5405.342773
	Iteration 78Q: 3 clusters Score -8547380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -8547394.000000 Penalty: 5405.342773
	Iteration 79Q: 3 clusters Score -8547394 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8547416.000000 Penalty: 5405.342773
	Iteration 80F: 3 clusters Score -8547416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8547437.000000 Penalty: 5405.342773
	Iteration 81Q: 3 clusters Score -8547437 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -8547456.000000 Penalty: 5405.342773
	Iteration 82Q: 3 clusters Score -8547456 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -8547471.000000 Penalty: 5405.342773
	Iteration 83Q: 3 clusters Score -8547471 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8547492.000000 Penalty: 5405.342773
	Iteration 84Q: 3 clusters Score -8547492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -8547493.000000 Penalty: 5405.342773
	Iteration 85Q: 3 clusters Score -8547493 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -8547543.000000 Penalty: 5405.342773
	Iteration 86Q: 3 clusters Score -8547543 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8547564.000000 Penalty: 5405.342773
	Iteration 87Q: 3 clusters Score -8547564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -8547582.000000 Penalty: 5405.342773
	Iteration 88Q: 3 clusters Score -8547582 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -8547609.000000 Penalty: 5405.342773
	Iteration 89Q: 3 clusters Score -8547609 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8547601.000000 Penalty: 5405.342773
	Iteration 90Q: 3 clusters Score -8547601 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8547612.000000 Penalty: 5405.342773
	Iteration 91Q: 3 clusters Score -8547612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -8547631.000000 Penalty: 5405.342773
	Iteration 92Q: 3 clusters Score -8547631 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8547665.000000 Penalty: 5405.342773
	Iteration 93Q: 3 clusters Score -8547665 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8547692.000000 Penalty: 5405.342773
	Iteration 94Q: 3 clusters Score -8547692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8547699.000000 Penalty: 5405.342773
	Iteration 95Q: 3 clusters Score -8547699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8547728.000000 Penalty: 5405.342773
	Iteration 96Q: 3 clusters Score -8547728 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8547755.000000 Penalty: 5405.342773
	Iteration 97Q: 3 clusters Score -8547755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8547766.000000 Penalty: 5405.342773
	Iteration 98Q: 3 clusters Score -8547766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -8547798.000000 Penalty: 5405.342773
	Iteration 99Q: 3 clusters Score -8547798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8547829.000000 Penalty: 5405.342773
	Iteration 100F: 3 clusters Score -8547829 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8547834.000000 Penalty: 5405.342773
	Iteration 101Q: 3 clusters Score -8547834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -8547871.000000 Penalty: 5405.342773
	Iteration 102Q: 3 clusters Score -8547871 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8547886.000000 Penalty: 5405.342773
	Iteration 103Q: 3 clusters Score -8547886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -8547919.000000 Penalty: 5405.342773
	Iteration 104Q: 3 clusters Score -8547919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8547958.000000 Penalty: 5405.342773
	Iteration 105Q: 3 clusters Score -8547958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8547984.000000 Penalty: 5405.342773
	Iteration 106Q: 3 clusters Score -8547984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8548011.000000 Penalty: 5405.342773
	Iteration 107Q: 3 clusters Score -8548011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8548017.000000 Penalty: 5405.342773
	Iteration 108Q: 3 clusters Score -8548017 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8548028.000000 Penalty: 5405.342773
	Iteration 109Q: 3 clusters Score -8548028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8548054.000000 Penalty: 5405.342773
	Iteration 110Q: 3 clusters Score -8548054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8548067.000000 Penalty: 5405.342773
	Iteration 111Q: 3 clusters Score -8548067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8548073.000000 Penalty: 5405.342773
	Iteration 112Q: 3 clusters Score -8548073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8548073 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8548066.000000 Penalty: 5405.342773
	Iteration 114Q: 3 clusters Score -8548066 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8548085.000000 Penalty: 5405.342773
	Iteration 115Q: 3 clusters Score -8548085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8548112.000000 Penalty: 5405.342773
	Iteration 116Q: 3 clusters Score -8548112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8548129.000000 Penalty: 5405.342773
	Iteration 117Q: 3 clusters Score -8548129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8548147.000000 Penalty: 5405.342773
	Iteration 118Q: 3 clusters Score -8548147 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8548176.000000 Penalty: 5405.342773
	Iteration 119Q: 3 clusters Score -8548176 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8548216.000000 Penalty: 5405.342773
	Iteration 120F: 3 clusters Score -8548216 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8548210.000000 Penalty: 5405.342773
	Iteration 121Q: 3 clusters Score -8548210 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8548221.000000 Penalty: 5405.342773
	Iteration 122Q: 3 clusters Score -8548221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8548225.000000 Penalty: 5405.342773
	Iteration 123Q: 3 clusters Score -8548225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8548248.000000 Penalty: 5405.342773
	Iteration 124Q: 3 clusters Score -8548248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8548281.000000 Penalty: 5405.342773
	Iteration 125Q: 3 clusters Score -8548281 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8548302.000000 Penalty: 5405.342773
	Iteration 126Q: 3 clusters Score -8548302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8548309.000000 Penalty: 5405.342773
	Iteration 127Q: 3 clusters Score -8548309 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8548320.000000 Penalty: 5405.342773
	Iteration 128Q: 3 clusters Score -8548320 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8548319.000000 Penalty: 5405.342773
	Iteration 129Q: 3 clusters Score -8548319 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8548319 nChanged 79
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Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8548327.000000 Penalty: 5405.342773
	Iteration 131Q: 3 clusters Score -8548327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8548333.000000 Penalty: 5405.342773
	Iteration 132Q: 3 clusters Score -8548333 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8548344.000000 Penalty: 5405.342773
	Iteration 133Q: 3 clusters Score -8548344 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -8548355.000000 Penalty: 5405.342773
	Iteration 134Q: 3 clusters Score -8548355 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -8548375.000000 Penalty: 5405.342773
	Iteration 135Q: 3 clusters Score -8548375 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8548383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8548384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8548388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8548401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8548398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8548427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8548436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8548431 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8548429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8548428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8548451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8548454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8548465 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8548455 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8548472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8548489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8548500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8548489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8548472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8548485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8548504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8548540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -8548525.000000 Penalty: 5405.342773
	Iteration 158Q: 3 clusters Score -8548525 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8548510 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8548510 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8548528.000000 Penalty: 5405.342773
	Iteration 161Q: 3 clusters Score -8548528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -8548536.000000 Penalty: 5405.342773
	Iteration 162Q: 3 clusters Score -8548536 nChanged 24
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -8548542.000000 Penalty: 5405.342773
	Iteration 163Q: 3 clusters Score -8548542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8548529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -8548533.000000 Penalty: 5405.342773
	Iteration 165Q: 3 clusters Score -8548533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -8548538.000000 Penalty: 5405.342773
	Iteration 166Q: 3 clusters Score -8548538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8548535.000000 Penalty: 5405.342773
	Iteration 167Q: 3 clusters Score -8548535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8548533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8548535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8548538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -8548543.000000 Penalty: 5405.342773
	Iteration 171Q: 3 clusters Score -8548543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -8548546.000000 Penalty: 5405.342773
	Iteration 172Q: 3 clusters Score -8548546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -8548556.000000 Penalty: 5405.342773
	Iteration 173Q: 3 clusters Score -8548556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -8548548.000000 Penalty: 5405.342773
	Iteration 174Q: 3 clusters Score -8548548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8548556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -8548552.000000 Penalty: 5405.342773
	Iteration 176Q: 3 clusters Score -8548552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -8548553.000000 Penalty: 5405.342773
	Iteration 177Q: 3 clusters Score -8548553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -8548547.000000 Penalty: 5405.342773
	Iteration 178Q: 3 clusters Score -8548547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -8548555.000000 Penalty: 5405.342773
	Iteration 179Q: 3 clusters Score -8548555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -8548563.000000 Penalty: 5405.342773
	Iteration 180F: 3 clusters Score -8548563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8548563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -8548560.000000 Penalty: 5405.342773
	Iteration 182Q: 3 clusters Score -8548560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8548556 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8548553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -8548561.000000 Penalty: 5405.342773
	Iteration 185Q: 3 clusters Score -8548561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -8548558.000000 Penalty: 5405.342773
	Iteration 186Q: 3 clusters Score -8548558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -8548555.000000 Penalty: 5405.342773
	Iteration 187Q: 3 clusters Score -8548555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -8548570.000000 Penalty: 5405.342773
	Iteration 188Q: 3 clusters Score -8548570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -8548571.000000 Penalty: 5405.342773
	Iteration 189Q: 3 clusters Score -8548571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8548570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -8548578.000000 Penalty: 5405.342773
	Iteration 191Q: 3 clusters Score -8548578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -8548579.000000 Penalty: 5405.342773
	Iteration 192Q: 3 clusters Score -8548579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8548578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -8548583.000000 Penalty: 5405.342773
	Iteration 194Q: 3 clusters Score -8548583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
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Entering Unmasked Estep 
Score: -8548589.000000 Penalty: 5405.342773
	Iteration 195Q: 3 clusters Score -8548589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8548583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -8548594.000000 Penalty: 5405.342773
	Iteration 197Q: 3 clusters Score -8548594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -8548593.000000 Penalty: 5405.342773
	Iteration 198Q: 3 clusters Score -8548593 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -8548587.000000 Penalty: 5405.342773
	Iteration 199Q: 3 clusters Score -8548587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -8548595.000000 Penalty: 5405.342773
	Iteration 200F: 3 clusters Score -8548595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -8548592.000000 Penalty: 5405.342773
	Iteration 201Q: 3 clusters Score -8548592 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8548595 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -8548598.000000 Penalty: 5405.342773
	Iteration 203Q: 3 clusters Score -8548598 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8548599 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8548599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -8548607.000000 Penalty: 5405.342773
	Iteration 206Q: 3 clusters Score -8548607 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -8548602.000000 Penalty: 5405.342773
	Iteration 207Q: 3 clusters Score -8548602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -8548614.000000 Penalty: 5405.342773
	Iteration 208Q: 3 clusters Score -8548614 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5081 members 
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Entering Unmasked Estep 
Score: -8548617.000000 Penalty: 5405.342773
	Iteration 209Q: 3 clusters Score -8548617 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5074 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8548614 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8548601 nChanged 15
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Mstep: Class 1 contains 5050 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8548596 nChanged 18
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Mstep: Class 1 contains 5032 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8548606 nChanged 15
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8548606 nChanged 15
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Mstep: Class 1 contains 5006 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8548604 nChanged 13
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Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8548607 nChanged 24
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Mstep: Class 1 contains 4971 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8548605 nChanged 18
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Mstep: Class 1 contains 4953 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8548594 nChanged 17
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Mstep: Class 1 contains 4936 members 
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Entering Unmasked Estep 
Score: -8548602.000000 Penalty: 5405.342773
	Iteration 219Q: 3 clusters Score -8548602 nChanged 14
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -8548614.000000 Penalty: 5405.342773
	Iteration 220F: 3 clusters Score -8548614 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -8548609.000000 Penalty: 5405.342773
	Iteration 221Q: 3 clusters Score -8548609 nChanged 19
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Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -8548615.000000 Penalty: 5405.342773
	Iteration 222Q: 3 clusters Score -8548615 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -8548616.000000 Penalty: 5405.342773
	Iteration 223Q: 3 clusters Score -8548616 nChanged 16
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Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -8548617.000000 Penalty: 5405.342773
	Iteration 224Q: 3 clusters Score -8548617 nChanged 14
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Mstep: Class 1 contains 4840 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8548628 nChanged 12
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Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8548628 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4817 members 
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Entering Unmasked Estep 
Score: -8548632.000000 Penalty: 5405.342773
	Iteration 227Q: 3 clusters Score -8548632 nChanged 13
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Mstep: Class 1 contains 4808 members 
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Entering Unmasked Estep 
Score: -8548640.000000 Penalty: 5405.342773
	Iteration 228Q: 3 clusters Score -8548640 nChanged 14
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Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8548628 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -8548629.000000 Penalty: 5405.342773
	Iteration 230Q: 3 clusters Score -8548629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -8548632.000000 Penalty: 5405.342773
	Iteration 231Q: 3 clusters Score -8548632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -8548630.000000 Penalty: 5405.342773
	Iteration 232Q: 3 clusters Score -8548630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -8548626.000000 Penalty: 5405.342773
	Iteration 233Q: 3 clusters Score -8548626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -8548631.000000 Penalty: 5405.342773
	Iteration 234Q: 3 clusters Score -8548631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -8548629.000000 Penalty: 5405.342773
	Iteration 235Q: 3 clusters Score -8548629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -8548627.000000 Penalty: 5405.342773
	Iteration 236Q: 3 clusters Score -8548627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -8548625.000000 Penalty: 5405.342773
	Iteration 237Q: 3 clusters Score -8548625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -8548628.000000 Penalty: 5405.342773
	Iteration 238Q: 3 clusters Score -8548628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8548636.000000 Penalty: 5405.342773
	Iteration 239Q: 3 clusters Score -8548636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -8548639.000000 Penalty: 5405.342773
	Iteration 240F: 3 clusters Score -8548639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -8548639.000000 Penalty: 5405.342773
	Iteration 241Q: 3 clusters Score -8548639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -8548640.000000 Penalty: 5405.342773
	Iteration 242Q: 3 clusters Score -8548640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -8548645.000000 Penalty: 5405.342773
	Iteration 243Q: 3 clusters Score -8548645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -8548643.000000 Penalty: 5405.342773
	Iteration 244Q: 3 clusters Score -8548643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -8548643.000000 Penalty: 5405.342773
	Iteration 245Q: 3 clusters Score -8548643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -8548641.000000 Penalty: 5405.342773
	Iteration 246Q: 3 clusters Score -8548641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -8548645.000000 Penalty: 5405.342773
	Iteration 247Q: 3 clusters Score -8548645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -8548640.000000 Penalty: 5405.342773
	Iteration 248Q: 3 clusters Score -8548640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -8548644.000000 Penalty: 5405.342773
	Iteration 249Q: 3 clusters Score -8548644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -8548653.000000 Penalty: 5405.342773
	Iteration 250Q: 3 clusters Score -8548653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -8548653.000000 Penalty: 5405.342773
	Iteration 251Q: 3 clusters Score -8548653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -8548659.000000 Penalty: 5405.342773
	Iteration 252Q: 3 clusters Score -8548659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -8548653.000000 Penalty: 5405.342773
	Iteration 253Q: 3 clusters Score -8548653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -8548659.000000 Penalty: 5405.342773
	Iteration 254Q: 3 clusters Score -8548659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -8548649.000000 Penalty: 5405.342773
	Iteration 255Q: 3 clusters Score -8548649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8548645.000000 Penalty: 5405.342773
	Iteration 256Q: 3 clusters Score -8548645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -8548645.000000 Penalty: 5405.342773
	Iteration 257Q: 3 clusters Score -8548645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -8548652.000000 Penalty: 5405.342773
	Iteration 258Q: 3 clusters Score -8548652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -8548661.000000 Penalty: 5405.342773
	Iteration 259Q: 3 clusters Score -8548661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -8548652.000000 Penalty: 5405.342773
	Iteration 260F: 3 clusters Score -8548652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -8548654.000000 Penalty: 5405.342773
	Iteration 261Q: 3 clusters Score -8548654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -8548650.000000 Penalty: 5405.342773
	Iteration 262Q: 3 clusters Score -8548650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -8548642.000000 Penalty: 5405.342773
	Iteration 263Q: 3 clusters Score -8548642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -8548645.000000 Penalty: 5405.342773
	Iteration 264Q: 3 clusters Score -8548645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -8548656.000000 Penalty: 5405.342773
	Iteration 265Q: 3 clusters Score -8548656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -8548649.000000 Penalty: 5405.342773
	Iteration 266Q: 3 clusters Score -8548649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -8548650.000000 Penalty: 5405.342773
	Iteration 267Q: 3 clusters Score -8548650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8548652.000000 Penalty: 5405.342773
	Iteration 268Q: 3 clusters Score -8548652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -8548652.000000 Penalty: 5405.342773
	Iteration 269Q: 3 clusters Score -8548652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -8548656.000000 Penalty: 5405.342773
	Iteration 270Q: 3 clusters Score -8548656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -8548649.000000 Penalty: 5405.342773
	Iteration 271Q: 3 clusters Score -8548649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -8548654.000000 Penalty: 5405.342773
	Iteration 272Q: 3 clusters Score -8548654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -8548659.000000 Penalty: 5405.342773
	Iteration 273Q: 3 clusters Score -8548659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8548652.000000 Penalty: 5405.342773
	Iteration 274Q: 3 clusters Score -8548652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -8548670.000000 Penalty: 5405.342773
	Iteration 275Q: 3 clusters Score -8548670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -8548677.000000 Penalty: 5405.342773
	Iteration 276Q: 3 clusters Score -8548677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -8548671.000000 Penalty: 5405.342773
	Iteration 277Q: 3 clusters Score -8548671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -8548679.000000 Penalty: 5405.342773
	Iteration 278Q: 3 clusters Score -8548679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -8548681.000000 Penalty: 5405.342773
	Iteration 279Q: 3 clusters Score -8548681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -8548681.000000 Penalty: 5405.342773
	Iteration 280F: 3 clusters Score -8548681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -8548685.000000 Penalty: 5405.342773
	Iteration 281Q: 3 clusters Score -8548685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -8548679.000000 Penalty: 5405.342773
	Iteration 282Q: 3 clusters Score -8548679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -8548677.000000 Penalty: 5405.342773
	Iteration 283Q: 3 clusters Score -8548677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -8548682.000000 Penalty: 5405.342773
	Iteration 284Q: 3 clusters Score -8548682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -8548686.000000 Penalty: 5405.342773
	Iteration 285Q: 3 clusters Score -8548686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -8548679.000000 Penalty: 5405.342773
	Iteration 286Q: 3 clusters Score -8548679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -8548679.000000 Penalty: 5405.342773
	Iteration 287F: 3 clusters Score -8548679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -92729.523438 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -92729.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91231.023438 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -91231.02 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91975.734375 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -91975.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92533.242188 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -92533.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92784.890625 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -92784.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93120.429688 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -93120.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -93271.304688 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -93271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93303.007812 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -93303.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93311.273438 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -93311.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -93316.242188 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -93316.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -93330.804688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -93330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -93334.093750 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -93334.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93337.335938 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -93337.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93337.335938 Penalty: 3263.308594
	Iteration 12F: 3 clusters Score -93337.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 527 members 
Entering Unmasked Estep 
Score: -120398160.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120399248.000000 to -120398160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (19896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Entering Unmasked Estep 
Score: -3114756.250000 Penalty: 2454.771973
	Iteration 0F: 2 clusters Score -3114756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3100801.250000 Penalty: 4909.543945
	Iteration 0F: 3 clusters Score -3100801 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3105296.750000 Penalty: 4909.543945
	Iteration 1F: 3 clusters Score -3105297 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3105730.500000 Penalty: 4909.543945
	Iteration 2F: 3 clusters Score -3105730 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3106179.500000 Penalty: 4909.543945
	Iteration 3F: 3 clusters Score -3106180 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3106704.500000 Penalty: 4909.543945
	Iteration 4F: 3 clusters Score -3106704 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3107347.000000 Penalty: 4909.543945
	Iteration 5F: 3 clusters Score -3107347 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3108061.000000 Penalty: 4909.543945
	Iteration 6F: 3 clusters Score -3108061 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3108804.750000 Penalty: 4909.543945
	Iteration 7F: 3 clusters Score -3108805 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3109422.000000 Penalty: 4909.543945
	Iteration 8F: 3 clusters Score -3109422 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3109904.750000 Penalty: 4909.543945
	Iteration 9Q: 3 clusters Score -3109905 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3110299.500000 Penalty: 4909.543945
	Iteration 10Q: 3 clusters Score -3110300 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3110642.250000 Penalty: 4909.543945
	Iteration 11Q: 3 clusters Score -3110642 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3110938.250000 Penalty: 4909.543945
	Iteration 12Q: 3 clusters Score -3110938 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3111215.250000 Penalty: 4909.543945
	Iteration 13Q: 3 clusters Score -3111215 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3111464.750000 Penalty: 4909.543945
	Iteration 14Q: 3 clusters Score -3111465 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3111702.750000 Penalty: 4909.543945
	Iteration 15Q: 3 clusters Score -3111703 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3111880.000000 Penalty: 4909.543945
	Iteration 16Q: 3 clusters Score -3111880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3112027.500000 Penalty: 4909.543945
	Iteration 17Q: 3 clusters Score -3112028 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3112162.500000 Penalty: 4909.543945
	Iteration 18Q: 3 clusters Score -3112162 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3112264.500000 Penalty: 4909.543945
	Iteration 19Q: 3 clusters Score -3112264 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3112365.000000 Penalty: 4909.543945
	Iteration 20F: 3 clusters Score -3112365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3112433.750000 Penalty: 4909.543945
	Iteration 21Q: 3 clusters Score -3112434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3112500.500000 Penalty: 4909.543945
	Iteration 22Q: 3 clusters Score -3112500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3112533.750000 Penalty: 4909.543945
	Iteration 23Q: 3 clusters Score -3112534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3112559.750000 Penalty: 4909.543945
	Iteration 24Q: 3 clusters Score -3112560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3112583.250000 Penalty: 4909.543945
	Iteration 25Q: 3 clusters Score -3112583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3112607.250000 Penalty: 4909.543945
	Iteration 26Q: 3 clusters Score -3112607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3112630.500000 Penalty: 4909.543945
	Iteration 27Q: 3 clusters Score -3112630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3112642.750000 Penalty: 4909.543945
	Iteration 28Q: 3 clusters Score -3112643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3112655.250000 Penalty: 4909.543945
	Iteration 29Q: 3 clusters Score -3112655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3112664.000000 Penalty: 4909.543945
	Iteration 30Q: 3 clusters Score -3112664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3112678.500000 Penalty: 4909.543945
	Iteration 31Q: 3 clusters Score -3112678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3112687.750000 Penalty: 4909.543945
	Iteration 32Q: 3 clusters Score -3112688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3112693.250000 Penalty: 4909.543945
	Iteration 33Q: 3 clusters Score -3112693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3112693.250000 Penalty: 4909.543945
	Iteration 34Q: 3 clusters Score -3112693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3112695.250000 Penalty: 4909.543945
	Iteration 35Q: 3 clusters Score -3112695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3112693.750000 Penalty: 4909.543945
	Iteration 36Q: 3 clusters Score -3112694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3112694.000000 Penalty: 4909.543945
	Iteration 37Q: 3 clusters Score -3112694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3112694.000000 Penalty: 4909.543945
	Iteration 38F: 3 clusters Score -3112694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -456258.375000 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -456258.4 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 1569 members 
Entering Unmasked Estep 
Score: -452987.312500 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -452987.3 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -453747.187500 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -453747.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -453950.375000 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -453950.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -454096.937500 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -454096.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -454231.500000 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -454231.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -454332.531250 Penalty: 3989.338623
	Iteration 5Q: 3 clusters Score -454332.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -454443.156250 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -454443.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -454559.843750 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -454559.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -454760.937500 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -454760.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -454977.312500 Penalty: 3989.338623
	Iteration 9F: 3 clusters Score -454977.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -455197.625000 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -455197.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -455381.750000 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -455381.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455492.468750 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -455492.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -455540.406250 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -455540.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -455585.531250 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -455585.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -455602.406250 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -455602.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -455614.156250 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -455614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -455615.843750 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -455615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -455615.468750 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -455615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -455615.468750 Penalty: 3989.338623
	Iteration 19F: 3 clusters Score -455615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Entering Unmasked Estep 
Score: -3057943.500000 Penalty: 2452.895020
	Iteration 0F: 2 clusters Score -3057944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3044161.000000 Penalty: 4905.790039
	Iteration 0F: 3 clusters Score -3044161 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3048933.250000 Penalty: 4905.790039
	Iteration 1F: 3 clusters Score -3048933 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3049480.500000 Penalty: 4905.790039
	Iteration 2F: 3 clusters Score -3049480 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3050011.500000 Penalty: 4905.790039
	Iteration 3F: 3 clusters Score -3050012 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3050598.500000 Penalty: 4905.790039
	Iteration 4F: 3 clusters Score -3050598 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3051187.000000 Penalty: 4905.790039
	Iteration 5F: 3 clusters Score -3051187 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3051759.500000 Penalty: 4905.790039
	Iteration 6F: 3 clusters Score -3051760 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3052302.000000 Penalty: 4905.790039
	Iteration 7F: 3 clusters Score -3052302 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3052696.750000 Penalty: 4905.790039
	Iteration 8Q: 3 clusters Score -3052697 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3052985.250000 Penalty: 4905.790039
	Iteration 9Q: 3 clusters Score -3052985 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3053230.000000 Penalty: 4905.790039
	Iteration 10Q: 3 clusters Score -3053230 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3053434.000000 Penalty: 4905.790039
	Iteration 11Q: 3 clusters Score -3053434 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3053577.250000 Penalty: 4905.790039
	Iteration 12Q: 3 clusters Score -3053577 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3053734.000000 Penalty: 4905.790039
	Iteration 13Q: 3 clusters Score -3053734 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3053874.250000 Penalty: 4905.790039
	Iteration 14Q: 3 clusters Score -3053874 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3053979.500000 Penalty: 4905.790039
	Iteration 15Q: 3 clusters Score -3053980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3054060.250000 Penalty: 4905.790039
	Iteration 16Q: 3 clusters Score -3054060 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3054135.500000 Penalty: 4905.790039
	Iteration 17Q: 3 clusters Score -3054136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3054180.750000 Penalty: 4905.790039
	Iteration 18Q: 3 clusters Score -3054181 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3054210.000000 Penalty: 4905.790039
	Iteration 19Q: 3 clusters Score -3054210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3054237.250000 Penalty: 4905.790039
	Iteration 20F: 3 clusters Score -3054237 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3054263.500000 Penalty: 4905.790039
	Iteration 21Q: 3 clusters Score -3054264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3054306.000000 Penalty: 4905.790039
	Iteration 22Q: 3 clusters Score -3054306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3054319.250000 Penalty: 4905.790039
	Iteration 23Q: 3 clusters Score -3054319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3054361.250000 Penalty: 4905.790039
	Iteration 24Q: 3 clusters Score -3054361 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3054392.750000 Penalty: 4905.790039
	Iteration 25Q: 3 clusters Score -3054393 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3054408.750000 Penalty: 4905.790039
	Iteration 26Q: 3 clusters Score -3054409 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3054437.750000 Penalty: 4905.790039
	Iteration 27Q: 3 clusters Score -3054438 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3054469.750000 Penalty: 4905.790039
	Iteration 28Q: 3 clusters Score -3054470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3054494.500000 Penalty: 4905.790039
	Iteration 29Q: 3 clusters Score -3054494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3054532.000000 Penalty: 4905.790039
	Iteration 30Q: 3 clusters Score -3054532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3054574.500000 Penalty: 4905.790039
	Iteration 31Q: 3 clusters Score -3054574 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3054617.250000 Penalty: 4905.790039
	Iteration 32Q: 3 clusters Score -3054617 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3054659.250000 Penalty: 4905.790039
	Iteration 33Q: 3 clusters Score -3054659 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3054724.000000 Penalty: 4905.790039
	Iteration 34Q: 3 clusters Score -3054724 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3054795.750000 Penalty: 4905.790039
	Iteration 35Q: 3 clusters Score -3054796 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3054873.250000 Penalty: 4905.790039
	Iteration 36Q: 3 clusters Score -3054873 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3054962.750000 Penalty: 4905.790039
	Iteration 37Q: 3 clusters Score -3054963 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3055060.750000 Penalty: 4905.790039
	Iteration 38Q: 3 clusters Score -3055061 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3055191.500000 Penalty: 4905.790039
	Iteration 39Q: 3 clusters Score -3055192 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3055287.250000 Penalty: 4905.790039
	Iteration 40F: 3 clusters Score -3055287 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3055405.500000 Penalty: 4905.790039
	Iteration 41Q: 3 clusters Score -3055406 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3055498.000000 Penalty: 4905.790039
	Iteration 42Q: 3 clusters Score -3055498 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3055610.250000 Penalty: 4905.790039
	Iteration 43Q: 3 clusters Score -3055610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3055707.250000 Penalty: 4905.790039
	Iteration 44Q: 3 clusters Score -3055707 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3055829.000000 Penalty: 4905.790039
	Iteration 45Q: 3 clusters Score -3055829 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3055937.500000 Penalty: 4905.790039
	Iteration 46Q: 3 clusters Score -3055938 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3056030.250000 Penalty: 4905.790039
	Iteration 47Q: 3 clusters Score -3056030 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3056120.250000 Penalty: 4905.790039
	Iteration 48Q: 3 clusters Score -3056120 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3056202.250000 Penalty: 4905.790039
	Iteration 49Q: 3 clusters Score -3056202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3056283.000000 Penalty: 4905.790039
	Iteration 50Q: 3 clusters Score -3056283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3056353.500000 Penalty: 4905.790039
	Iteration 51Q: 3 clusters Score -3056354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3056409.750000 Penalty: 4905.790039
	Iteration 52Q: 3 clusters Score -3056410 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3056440.000000 Penalty: 4905.790039
	Iteration 53Q: 3 clusters Score -3056440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3056494.000000 Penalty: 4905.790039
	Iteration 54Q: 3 clusters Score -3056494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3056519.750000 Penalty: 4905.790039
	Iteration 55Q: 3 clusters Score -3056520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3056547.000000 Penalty: 4905.790039
	Iteration 56Q: 3 clusters Score -3056547 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3056580.000000 Penalty: 4905.790039
	Iteration 57Q: 3 clusters Score -3056580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3056607.000000 Penalty: 4905.790039
	Iteration 58Q: 3 clusters Score -3056607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3056638.250000 Penalty: 4905.790039
	Iteration 59Q: 3 clusters Score -3056638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3056651.750000 Penalty: 4905.790039
	Iteration 60F: 3 clusters Score -3056652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3056680.000000 Penalty: 4905.790039
	Iteration 61Q: 3 clusters Score -3056680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3056691.750000 Penalty: 4905.790039
	Iteration 62Q: 3 clusters Score -3056692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3056701.250000 Penalty: 4905.790039
	Iteration 63Q: 3 clusters Score -3056701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3056712.000000 Penalty: 4905.790039
	Iteration 64Q: 3 clusters Score -3056712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3056717.250000 Penalty: 4905.790039
	Iteration 65Q: 3 clusters Score -3056717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3056716.500000 Penalty: 4905.790039
	Iteration 66Q: 3 clusters Score -3056716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3056716.250000 Penalty: 4905.790039
	Iteration 67Q: 3 clusters Score -3056716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3056725.000000 Penalty: 4905.790039
	Iteration 68Q: 3 clusters Score -3056725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3056723.000000 Penalty: 4905.790039
	Iteration 69Q: 3 clusters Score -3056723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3056723.750000 Penalty: 4905.790039
	Iteration 70Q: 3 clusters Score -3056724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3056727.000000 Penalty: 4905.790039
	Iteration 71Q: 3 clusters Score -3056727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3056726.500000 Penalty: 4905.790039
	Iteration 72Q: 3 clusters Score -3056726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3056724.250000 Penalty: 4905.790039
	Iteration 73Q: 3 clusters Score -3056724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3056727.000000 Penalty: 4905.790039
	Iteration 74Q: 3 clusters Score -3056727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3056727.500000 Penalty: 4905.790039
	Iteration 75Q: 3 clusters Score -3056728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3056729.500000 Penalty: 4905.790039
	Iteration 76Q: 3 clusters Score -3056730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3056730.750000 Penalty: 4905.790039
	Iteration 77Q: 3 clusters Score -3056731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3056733.250000 Penalty: 4905.790039
	Iteration 78Q: 3 clusters Score -3056733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3056736.500000 Penalty: 4905.790039
	Iteration 79Q: 3 clusters Score -3056736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3056736.000000 Penalty: 4905.790039
	Iteration 80F: 3 clusters Score -3056736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3056730.000000 Penalty: 4905.790039
	Iteration 81Q: 3 clusters Score -3056730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3056733.750000 Penalty: 4905.790039
	Iteration 82Q: 3 clusters Score -3056734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3056737.500000 Penalty: 4905.790039
	Iteration 83Q: 3 clusters Score -3056738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3056740.750000 Penalty: 4905.790039
	Iteration 84Q: 3 clusters Score -3056741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3056738.500000 Penalty: 4905.790039
	Iteration 85Q: 3 clusters Score -3056738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3056745.750000 Penalty: 4905.790039
	Iteration 86Q: 3 clusters Score -3056746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3056744.500000 Penalty: 4905.790039
	Iteration 87Q: 3 clusters Score -3056744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3056745.250000 Penalty: 4905.790039
	Iteration 88Q: 3 clusters Score -3056745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3056741.500000 Penalty: 4905.790039
	Iteration 89Q: 3 clusters Score -3056742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3056741.500000 Penalty: 4905.790039
	Iteration 90F: 3 clusters Score -3056742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -1005304.812500 Penalty: 2186.653076
	Iteration 0F: 2 clusters Score -1005305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -999644.812500 Penalty: 4373.306152
	Iteration 0F: 3 clusters Score -999644.8 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1001099.187500 Penalty: 4373.306152
	Iteration 1F: 3 clusters Score -1001099 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1001375.937500 Penalty: 4373.306152
	Iteration 2F: 3 clusters Score -1001376 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1001616.937500 Penalty: 4373.306152
	Iteration 3F: 3 clusters Score -1001617 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1001838.000000 Penalty: 4373.306152
	Iteration 4F: 3 clusters Score -1001838 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1002030.375000 Penalty: 4373.306152
	Iteration 5Q: 3 clusters Score -1002030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1002191.312500 Penalty: 4373.306152
	Iteration 6Q: 3 clusters Score -1002191 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1002334.875000 Penalty: 4373.306152
	Iteration 7Q: 3 clusters Score -1002335 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1002459.750000 Penalty: 4373.306152
	Iteration 8Q: 3 clusters Score -1002460 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1002565.125000 Penalty: 4373.306152
	Iteration 9Q: 3 clusters Score -1002565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1002655.000000 Penalty: 4373.306152
	Iteration 10Q: 3 clusters Score -1002655 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1002718.125000 Penalty: 4373.306152
	Iteration 11Q: 3 clusters Score -1002718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1002756.875000 Penalty: 4373.306152
	Iteration 12Q: 3 clusters Score -1002757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1002793.187500 Penalty: 4373.306152
	Iteration 13Q: 3 clusters Score -1002793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1002821.375000 Penalty: 4373.306152
	Iteration 14Q: 3 clusters Score -1002821 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1002856.125000 Penalty: 4373.306152
	Iteration 15Q: 3 clusters Score -1002856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1002894.125000 Penalty: 4373.306152
	Iteration 16Q: 3 clusters Score -1002894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1002944.250000 Penalty: 4373.306152
	Iteration 17Q: 3 clusters Score -1002944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1002991.750000 Penalty: 4373.306152
	Iteration 18Q: 3 clusters Score -1002992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1003031.250000 Penalty: 4373.306152
	Iteration 19Q: 3 clusters Score -1003031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1003068.187500 Penalty: 4373.306152
	Iteration 20F: 3 clusters Score -1003068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1003103.375000 Penalty: 4373.306152
	Iteration 21Q: 3 clusters Score -1003103 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1003136.875000 Penalty: 4373.306152
	Iteration 22Q: 3 clusters Score -1003137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1003157.500000 Penalty: 4373.306152
	Iteration 23Q: 3 clusters Score -1003158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1003179.250000 Penalty: 4373.306152
	Iteration 24Q: 3 clusters Score -1003179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1003201.375000 Penalty: 4373.306152
	Iteration 25Q: 3 clusters Score -1003201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1003216.750000 Penalty: 4373.306152
	Iteration 26Q: 3 clusters Score -1003217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1003225.437500 Penalty: 4373.306152
	Iteration 27Q: 3 clusters Score -1003225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1003233.000000 Penalty: 4373.306152
	Iteration 28Q: 3 clusters Score -1003233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1003239.312500 Penalty: 4373.306152
	Iteration 29Q: 3 clusters Score -1003239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1003240.437500 Penalty: 4373.306152
	Iteration 30Q: 3 clusters Score -1003240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1003246.437500 Penalty: 4373.306152
	Iteration 31Q: 3 clusters Score -1003246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1003246.812500 Penalty: 4373.306152
	Iteration 32Q: 3 clusters Score -1003247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1003252.500000 Penalty: 4373.306152
	Iteration 33Q: 3 clusters Score -1003252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1003260.437500 Penalty: 4373.306152
	Iteration 34Q: 3 clusters Score -1003260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1003266.125000 Penalty: 4373.306152
	Iteration 35Q: 3 clusters Score -1003266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1003273.562500 Penalty: 4373.306152
	Iteration 36Q: 3 clusters Score -1003274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1003280.125000 Penalty: 4373.306152
	Iteration 37Q: 3 clusters Score -1003280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1003287.375000 Penalty: 4373.306152
	Iteration 38Q: 3 clusters Score -1003287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1003296.875000 Penalty: 4373.306152
	Iteration 39Q: 3 clusters Score -1003297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1003316.250000 Penalty: 4373.306152
	Iteration 40F: 3 clusters Score -1003316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1003344.562500 Penalty: 4373.306152
	Iteration 41Q: 3 clusters Score -1003345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1003378.437500 Penalty: 4373.306152
	Iteration 42Q: 3 clusters Score -1003378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1003421.062500 Penalty: 4373.306152
	Iteration 43Q: 3 clusters Score -1003421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1003470.500000 Penalty: 4373.306152
	Iteration 44Q: 3 clusters Score -1003470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1003514.500000 Penalty: 4373.306152
	Iteration 45Q: 3 clusters Score -1003514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1003560.750000 Penalty: 4373.306152
	Iteration 46Q: 3 clusters Score -1003561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1003592.125000 Penalty: 4373.306152
	Iteration 47Q: 3 clusters Score -1003592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1003619.062500 Penalty: 4373.306152
	Iteration 48Q: 3 clusters Score -1003619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1003644.687500 Penalty: 4373.306152
	Iteration 49Q: 3 clusters Score -1003645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1003663.812500 Penalty: 4373.306152
	Iteration 50Q: 3 clusters Score -1003664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1003676.312500 Penalty: 4373.306152
	Iteration 51Q: 3 clusters Score -1003676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1003684.750000 Penalty: 4373.306152
	Iteration 52Q: 3 clusters Score -1003685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1003688.562500 Penalty: 4373.306152
	Iteration 53Q: 3 clusters Score -1003689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1003695.937500 Penalty: 4373.306152
	Iteration 54Q: 3 clusters Score -1003696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1003702.062500 Penalty: 4373.306152
	Iteration 55Q: 3 clusters Score -1003702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1003706.062500 Penalty: 4373.306152
	Iteration 56Q: 3 clusters Score -1003706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1003706.687500 Penalty: 4373.306152
	Iteration 57Q: 3 clusters Score -1003707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1003709.125000 Penalty: 4373.306152
	Iteration 58Q: 3 clusters Score -1003709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1003710.437500 Penalty: 4373.306152
	Iteration 59Q: 3 clusters Score -1003710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1003711.437500 Penalty: 4373.306152
	Iteration 60F: 3 clusters Score -1003711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1003712.125000 Penalty: 4373.306152
	Iteration 61Q: 3 clusters Score -1003712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1003712.500000 Penalty: 4373.306152
	Iteration 62Q: 3 clusters Score -1003712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1003712.500000 Penalty: 4373.306152
	Iteration 63F: 3 clusters Score -1003712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -1017512.312500 Penalty: 2190.662598
	Iteration 0F: 2 clusters Score -1017512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1011836.125000 Penalty: 4381.325195
	Iteration 0F: 3 clusters Score -1011836 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1013497.375000 Penalty: 4381.325195
	Iteration 1F: 3 clusters Score -1013497 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1013906.625000 Penalty: 4381.325195
	Iteration 2F: 3 clusters Score -1013907 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1014237.250000 Penalty: 4381.325195
	Iteration 3F: 3 clusters Score -1014237 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1014529.812500 Penalty: 4381.325195
	Iteration 4F: 3 clusters Score -1014530 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1014794.625000 Penalty: 4381.325195
	Iteration 5F: 3 clusters Score -1014795 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1015077.437500 Penalty: 4381.325195
	Iteration 6Q: 3 clusters Score -1015077 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1015394.875000 Penalty: 4381.325195
	Iteration 7Q: 3 clusters Score -1015395 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1015753.375000 Penalty: 4381.325195
	Iteration 8Q: 3 clusters Score -1015753 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1016060.500000 Penalty: 4381.325195
	Iteration 9Q: 3 clusters Score -1016060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1016294.125000 Penalty: 4381.325195
	Iteration 10Q: 3 clusters Score -1016294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1016460.375000 Penalty: 4381.325195
	Iteration 11Q: 3 clusters Score -1016460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1016568.562500 Penalty: 4381.325195
	Iteration 12Q: 3 clusters Score -1016569 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1016638.937500 Penalty: 4381.325195
	Iteration 13Q: 3 clusters Score -1016639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1016711.562500 Penalty: 4381.325195
	Iteration 14Q: 3 clusters Score -1016712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1016755.000000 Penalty: 4381.325195
	Iteration 15Q: 3 clusters Score -1016755 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1016806.500000 Penalty: 4381.325195
	Iteration 16Q: 3 clusters Score -1016806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1016872.500000 Penalty: 4381.325195
	Iteration 17Q: 3 clusters Score -1016872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1016937.000000 Penalty: 4381.325195
	Iteration 18Q: 3 clusters Score -1016937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1016992.562500 Penalty: 4381.325195
	Iteration 19Q: 3 clusters Score -1016993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1017038.500000 Penalty: 4381.325195
	Iteration 20F: 3 clusters Score -1017038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1017075.437500 Penalty: 4381.325195
	Iteration 21Q: 3 clusters Score -1017075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1017109.437500 Penalty: 4381.325195
	Iteration 22Q: 3 clusters Score -1017109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1017128.562500 Penalty: 4381.325195
	Iteration 23Q: 3 clusters Score -1017129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1017141.250000 Penalty: 4381.325195
	Iteration 24Q: 3 clusters Score -1017141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1017151.875000 Penalty: 4381.325195
	Iteration 25Q: 3 clusters Score -1017152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1017160.562500 Penalty: 4381.325195
	Iteration 26Q: 3 clusters Score -1017161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1017170.875000 Penalty: 4381.325195
	Iteration 27Q: 3 clusters Score -1017171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1017191.375000 Penalty: 4381.325195
	Iteration 28Q: 3 clusters Score -1017191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1017205.375000 Penalty: 4381.325195
	Iteration 29Q: 3 clusters Score -1017205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1017216.437500 Penalty: 4381.325195
	Iteration 30Q: 3 clusters Score -1017216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1017218.062500 Penalty: 4381.325195
	Iteration 31Q: 3 clusters Score -1017218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1017228.125000 Penalty: 4381.325195
	Iteration 32Q: 3 clusters Score -1017228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1017229.250000 Penalty: 4381.325195
	Iteration 33Q: 3 clusters Score -1017229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1017234.437500 Penalty: 4381.325195
	Iteration 34Q: 3 clusters Score -1017234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1017239.125000 Penalty: 4381.325195
	Iteration 35Q: 3 clusters Score -1017239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1017245.250000 Penalty: 4381.325195
	Iteration 36Q: 3 clusters Score -1017245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1017248.875000 Penalty: 4381.325195
	Iteration 37Q: 3 clusters Score -1017249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1017252.812500 Penalty: 4381.325195
	Iteration 38Q: 3 clusters Score -1017253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1017257.187500 Penalty: 4381.325195
	Iteration 39Q: 3 clusters Score -1017257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1017261.937500 Penalty: 4381.325195
	Iteration 40F: 3 clusters Score -1017262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1017266.687500 Penalty: 4381.325195
	Iteration 41Q: 3 clusters Score -1017267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1017270.625000 Penalty: 4381.325195
	Iteration 42Q: 3 clusters Score -1017271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1017276.687500 Penalty: 4381.325195
	Iteration 43Q: 3 clusters Score -1017277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1017278.625000 Penalty: 4381.325195
	Iteration 44Q: 3 clusters Score -1017279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1017284.687500 Penalty: 4381.325195
	Iteration 45Q: 3 clusters Score -1017285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1017287.437500 Penalty: 4381.325195
	Iteration 46Q: 3 clusters Score -1017287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1017292.875000 Penalty: 4381.325195
	Iteration 47Q: 3 clusters Score -1017293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1017297.562500 Penalty: 4381.325195
	Iteration 48Q: 3 clusters Score -1017298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1017301.250000 Penalty: 4381.325195
	Iteration 49Q: 3 clusters Score -1017301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1017305.187500 Penalty: 4381.325195
	Iteration 50Q: 3 clusters Score -1017305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1017306.187500 Penalty: 4381.325195
	Iteration 51Q: 3 clusters Score -1017306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1017306.687500 Penalty: 4381.325195
	Iteration 52Q: 3 clusters Score -1017307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1017310.437500 Penalty: 4381.325195
	Iteration 53Q: 3 clusters Score -1017310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1017312.437500 Penalty: 4381.325195
	Iteration 54Q: 3 clusters Score -1017312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1017313.437500 Penalty: 4381.325195
	Iteration 55Q: 3 clusters Score -1017313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1017320.937500 Penalty: 4381.325195
	Iteration 56Q: 3 clusters Score -1017321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1017327.312500 Penalty: 4381.325195
	Iteration 57Q: 3 clusters Score -1017327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1017338.500000 Penalty: 4381.325195
	Iteration 58Q: 3 clusters Score -1017338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1017343.187500 Penalty: 4381.325195
	Iteration 59Q: 3 clusters Score -1017343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1017347.625000 Penalty: 4381.325195
	Iteration 60F: 3 clusters Score -1017348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1017355.250000 Penalty: 4381.325195
	Iteration 61Q: 3 clusters Score -1017355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1017360.750000 Penalty: 4381.325195
	Iteration 62Q: 3 clusters Score -1017361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1017363.937500 Penalty: 4381.325195
	Iteration 63Q: 3 clusters Score -1017364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1017369.187500 Penalty: 4381.325195
	Iteration 64Q: 3 clusters Score -1017369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1017373.937500 Penalty: 4381.325195
	Iteration 65Q: 3 clusters Score -1017374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1017375.875000 Penalty: 4381.325195
	Iteration 66Q: 3 clusters Score -1017376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1017375.750000 Penalty: 4381.325195
	Iteration 67Q: 3 clusters Score -1017376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1017377.562500 Penalty: 4381.325195
	Iteration 68Q: 3 clusters Score -1017378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1017377.000000 Penalty: 4381.325195
	Iteration 69Q: 3 clusters Score -1017377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1017377.000000 Penalty: 4381.325195
	Iteration 70F: 3 clusters Score -1017377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -936880.187500 Penalty: 2164.247803
	Iteration 0F: 2 clusters Score -936880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -931639.937500 Penalty: 4328.495605
	Iteration 0F: 3 clusters Score -931639.9 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -933021.750000 Penalty: 4328.495605
	Iteration 1F: 3 clusters Score -933021.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -933355.312500 Penalty: 4328.495605
	Iteration 2F: 3 clusters Score -933355.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -933629.562500 Penalty: 4328.495605
	Iteration 3F: 3 clusters Score -933629.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -933957.312500 Penalty: 4328.495605
	Iteration 4F: 3 clusters Score -933957.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -934302.625000 Penalty: 4328.495605
	Iteration 5F: 3 clusters Score -934302.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -934587.250000 Penalty: 4328.495605
	Iteration 6F: 3 clusters Score -934587.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -934824.187500 Penalty: 4328.495605
	Iteration 7F: 3 clusters Score -934824.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -934997.312500 Penalty: 4328.495605
	Iteration 8Q: 3 clusters Score -934997.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -935125.562500 Penalty: 4328.495605
	Iteration 9Q: 3 clusters Score -935125.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -935219.312500 Penalty: 4328.495605
	Iteration 10Q: 3 clusters Score -935219.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -935281.875000 Penalty: 4328.495605
	Iteration 11Q: 3 clusters Score -935281.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -935327.187500 Penalty: 4328.495605
	Iteration 12Q: 3 clusters Score -935327.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -935367.437500 Penalty: 4328.495605
	Iteration 13Q: 3 clusters Score -935367.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -935401.187500 Penalty: 4328.495605
	Iteration 14Q: 3 clusters Score -935401.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -935426.625000 Penalty: 4328.495605
	Iteration 15Q: 3 clusters Score -935426.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -935444.875000 Penalty: 4328.495605
	Iteration 16Q: 3 clusters Score -935444.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -935458.750000 Penalty: 4328.495605
	Iteration 17Q: 3 clusters Score -935458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -935468.062500 Penalty: 4328.495605
	Iteration 18Q: 3 clusters Score -935468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -935472.375000 Penalty: 4328.495605
	Iteration 19Q: 3 clusters Score -935472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -935477.750000 Penalty: 4328.495605
	Iteration 20F: 3 clusters Score -935477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -935485.375000 Penalty: 4328.495605
	Iteration 21Q: 3 clusters Score -935485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -935487.812500 Penalty: 4328.495605
	Iteration 22Q: 3 clusters Score -935487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -935491.562500 Penalty: 4328.495605
	Iteration 23Q: 3 clusters Score -935491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -935496.062500 Penalty: 4328.495605
	Iteration 24Q: 3 clusters Score -935496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -935497.437500 Penalty: 4328.495605
	Iteration 25Q: 3 clusters Score -935497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -935500.000000 Penalty: 4328.495605
	Iteration 26Q: 3 clusters Score -935500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -935502.062500 Penalty: 4328.495605
	Iteration 27Q: 3 clusters Score -935502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -935503.750000 Penalty: 4328.495605
	Iteration 28Q: 3 clusters Score -935503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -935505.750000 Penalty: 4328.495605
	Iteration 29Q: 3 clusters Score -935505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -935510.500000 Penalty: 4328.495605
	Iteration 30Q: 3 clusters Score -935510.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -935515.812500 Penalty: 4328.495605
	Iteration 31Q: 3 clusters Score -935515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -935518.187500 Penalty: 4328.495605
	Iteration 32Q: 3 clusters Score -935518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -935519.937500 Penalty: 4328.495605
	Iteration 33Q: 3 clusters Score -935519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -935521.062500 Penalty: 4328.495605
	Iteration 34Q: 3 clusters Score -935521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -935523.375000 Penalty: 4328.495605
	Iteration 35Q: 3 clusters Score -935523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -935524.000000 Penalty: 4328.495605
	Iteration 36Q: 3 clusters Score -935524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -935523.875000 Penalty: 4328.495605
	Iteration 37Q: 3 clusters Score -935523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -935524.125000 Penalty: 4328.495605
	Iteration 38Q: 3 clusters Score -935524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -935524.125000 Penalty: 4328.495605
	Iteration 39F: 3 clusters Score -935524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Entering Unmasked Estep 
Score: -2667313.500000 Penalty: 2415.365967
	Iteration 0F: 2 clusters Score -2667314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2655173.250000 Penalty: 4830.731934
	Iteration 0F: 3 clusters Score -2655173 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2659084.750000 Penalty: 4830.731934
	Iteration 1F: 3 clusters Score -2659085 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2659504.250000 Penalty: 4830.731934
	Iteration 2F: 3 clusters Score -2659504 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2659876.500000 Penalty: 4830.731934
	Iteration 3F: 3 clusters Score -2659876 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2660247.250000 Penalty: 4830.731934
	Iteration 4Q: 3 clusters Score -2660247 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2660633.000000 Penalty: 4830.731934
	Iteration 5Q: 3 clusters Score -2660633 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2661069.250000 Penalty: 4830.731934
	Iteration 6Q: 3 clusters Score -2661069 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2661495.500000 Penalty: 4830.731934
	Iteration 7Q: 3 clusters Score -2661496 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2661890.500000 Penalty: 4830.731934
	Iteration 8Q: 3 clusters Score -2661890 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2662309.250000 Penalty: 4830.731934
	Iteration 9Q: 3 clusters Score -2662309 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2662687.750000 Penalty: 4830.731934
	Iteration 10Q: 3 clusters Score -2662688 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2663101.250000 Penalty: 4830.731934
	Iteration 11Q: 3 clusters Score -2663101 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2663512.000000 Penalty: 4830.731934
	Iteration 12Q: 3 clusters Score -2663512 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2663919.500000 Penalty: 4830.731934
	Iteration 13Q: 3 clusters Score -2663920 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2664303.750000 Penalty: 4830.731934
	Iteration 14Q: 3 clusters Score -2664304 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2664549.750000 Penalty: 4830.731934
	Iteration 15Q: 3 clusters Score -2664550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2664745.500000 Penalty: 4830.731934
	Iteration 16Q: 3 clusters Score -2664746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2664892.250000 Penalty: 4830.731934
	Iteration 17Q: 3 clusters Score -2664892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2664989.500000 Penalty: 4830.731934
	Iteration 18Q: 3 clusters Score -2664990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2665064.500000 Penalty: 4830.731934
	Iteration 19Q: 3 clusters Score -2665064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2665107.500000 Penalty: 4830.731934
	Iteration 20F: 3 clusters Score -2665108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2665133.250000 Penalty: 4830.731934
	Iteration 21Q: 3 clusters Score -2665133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2665153.250000 Penalty: 4830.731934
	Iteration 22Q: 3 clusters Score -2665153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2665167.750000 Penalty: 4830.731934
	Iteration 23Q: 3 clusters Score -2665168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2665171.000000 Penalty: 4830.731934
	Iteration 24Q: 3 clusters Score -2665171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2665183.250000 Penalty: 4830.731934
	Iteration 25Q: 3 clusters Score -2665183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2665185.500000 Penalty: 4830.731934
	Iteration 26Q: 3 clusters Score -2665186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2665191.250000 Penalty: 4830.731934
	Iteration 27Q: 3 clusters Score -2665191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2665196.500000 Penalty: 4830.731934
	Iteration 28Q: 3 clusters Score -2665196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2665198.750000 Penalty: 4830.731934
	Iteration 29Q: 3 clusters Score -2665199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2665202.750000 Penalty: 4830.731934
	Iteration 30Q: 3 clusters Score -2665203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2665206.500000 Penalty: 4830.731934
	Iteration 31Q: 3 clusters Score -2665206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2665210.250000 Penalty: 4830.731934
	Iteration 32Q: 3 clusters Score -2665210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2665207.000000 Penalty: 4830.731934
	Iteration 33Q: 3 clusters Score -2665207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2665213.250000 Penalty: 4830.731934
	Iteration 34Q: 3 clusters Score -2665213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2665213.250000 Penalty: 4830.731934
	Iteration 35F: 3 clusters Score -2665213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Entering Unmasked Estep 
Score: -2288612.750000 Penalty: 2377.948730
	Iteration 0F: 2 clusters Score -2288613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2278080.250000 Penalty: 4755.897461
	Iteration 0F: 3 clusters Score -2278080 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2281645.750000 Penalty: 4755.897461
	Iteration 1F: 3 clusters Score -2281646 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2282240.750000 Penalty: 4755.897461
	Iteration 2F: 3 clusters Score -2282241 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2282744.250000 Penalty: 4755.897461
	Iteration 3F: 3 clusters Score -2282744 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2283231.250000 Penalty: 4755.897461
	Iteration 4F: 3 clusters Score -2283231 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2283779.000000 Penalty: 4755.897461
	Iteration 5F: 3 clusters Score -2283779 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2284381.000000 Penalty: 4755.897461
	Iteration 6F: 3 clusters Score -2284381 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2284975.000000 Penalty: 4755.897461
	Iteration 7F: 3 clusters Score -2284975 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2285513.750000 Penalty: 4755.897461
	Iteration 8F: 3 clusters Score -2285514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2285927.500000 Penalty: 4755.897461
	Iteration 9Q: 3 clusters Score -2285928 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2286210.500000 Penalty: 4755.897461
	Iteration 10Q: 3 clusters Score -2286210 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2286396.750000 Penalty: 4755.897461
	Iteration 11Q: 3 clusters Score -2286397 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2286510.250000 Penalty: 4755.897461
	Iteration 12Q: 3 clusters Score -2286510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2286598.250000 Penalty: 4755.897461
	Iteration 13Q: 3 clusters Score -2286598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2286664.500000 Penalty: 4755.897461
	Iteration 14Q: 3 clusters Score -2286664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2286707.250000 Penalty: 4755.897461
	Iteration 15Q: 3 clusters Score -2286707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2286728.000000 Penalty: 4755.897461
	Iteration 16Q: 3 clusters Score -2286728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2286752.000000 Penalty: 4755.897461
	Iteration 17Q: 3 clusters Score -2286752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2286772.250000 Penalty: 4755.897461
	Iteration 18Q: 3 clusters Score -2286772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2286791.250000 Penalty: 4755.897461
	Iteration 19Q: 3 clusters Score -2286791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2286810.750000 Penalty: 4755.897461
	Iteration 20F: 3 clusters Score -2286811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2286819.000000 Penalty: 4755.897461
	Iteration 21Q: 3 clusters Score -2286819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2286832.750000 Penalty: 4755.897461
	Iteration 22Q: 3 clusters Score -2286833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2286842.000000 Penalty: 4755.897461
	Iteration 23Q: 3 clusters Score -2286842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2286845.500000 Penalty: 4755.897461
	Iteration 24Q: 3 clusters Score -2286846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2286850.500000 Penalty: 4755.897461
	Iteration 25Q: 3 clusters Score -2286850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2286854.750000 Penalty: 4755.897461
	Iteration 26Q: 3 clusters Score -2286855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2286864.750000 Penalty: 4755.897461
	Iteration 27Q: 3 clusters Score -2286865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2286862.250000 Penalty: 4755.897461
	Iteration 28Q: 3 clusters Score -2286862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2286862.000000 Penalty: 4755.897461
	Iteration 29Q: 3 clusters Score -2286862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2286869.250000 Penalty: 4755.897461
	Iteration 30Q: 3 clusters Score -2286869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2286873.000000 Penalty: 4755.897461
	Iteration 31Q: 3 clusters Score -2286873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2286880.000000 Penalty: 4755.897461
	Iteration 32Q: 3 clusters Score -2286880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2286880.500000 Penalty: 4755.897461
	Iteration 33Q: 3 clusters Score -2286880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2286878.750000 Penalty: 4755.897461
	Iteration 34Q: 3 clusters Score -2286879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2286879.750000 Penalty: 4755.897461
	Iteration 35Q: 3 clusters Score -2286880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2286882.500000 Penalty: 4755.897461
	Iteration 36Q: 3 clusters Score -2286882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2286884.250000 Penalty: 4755.897461
	Iteration 37Q: 3 clusters Score -2286884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2286887.750000 Penalty: 4755.897461
	Iteration 38Q: 3 clusters Score -2286888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2286890.000000 Penalty: 4755.897461
	Iteration 39Q: 3 clusters Score -2286890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2286894.750000 Penalty: 4755.897461
	Iteration 40F: 3 clusters Score -2286895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2286893.750000 Penalty: 4755.897461
	Iteration 41Q: 3 clusters Score -2286894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2286894.250000 Penalty: 4755.897461
	Iteration 42Q: 3 clusters Score -2286894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2286897.500000 Penalty: 4755.897461
	Iteration 43Q: 3 clusters Score -2286898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2286896.500000 Penalty: 4755.897461
	Iteration 44Q: 3 clusters Score -2286896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2286902.250000 Penalty: 4755.897461
	Iteration 45Q: 3 clusters Score -2286902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2286904.750000 Penalty: 4755.897461
	Iteration 46Q: 3 clusters Score -2286905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2286909.750000 Penalty: 4755.897461
	Iteration 47Q: 3 clusters Score -2286910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2286914.500000 Penalty: 4755.897461
	Iteration 48Q: 3 clusters Score -2286914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2286918.250000 Penalty: 4755.897461
	Iteration 49Q: 3 clusters Score -2286918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2286921.750000 Penalty: 4755.897461
	Iteration 50Q: 3 clusters Score -2286922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2286920.500000 Penalty: 4755.897461
	Iteration 51Q: 3 clusters Score -2286920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2286923.750000 Penalty: 4755.897461
	Iteration 52Q: 3 clusters Score -2286924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2286923.000000 Penalty: 4755.897461
	Iteration 53Q: 3 clusters Score -2286923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2286923.500000 Penalty: 4755.897461
	Iteration 54Q: 3 clusters Score -2286924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2286922.250000 Penalty: 4755.897461
	Iteration 55Q: 3 clusters Score -2286922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2286922.500000 Penalty: 4755.897461
	Iteration 56Q: 3 clusters Score -2286922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2286922.500000 Penalty: 4755.897461
	Iteration 57F: 3 clusters Score -2286922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1071821.750000 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -1071822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1065881.875000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -1065882 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1067476.875000 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -1067477 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1067801.625000 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -1067802 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1068054.750000 Penalty: 4408.275391
	Iteration 3F: 3 clusters Score -1068055 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1068236.500000 Penalty: 4408.275391
	Iteration 4Q: 3 clusters Score -1068236 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1068403.250000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -1068403 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1068546.000000 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -1068546 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1068680.625000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -1068681 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1068812.875000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -1068813 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1068929.000000 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -1068929 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1069035.125000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -1069035 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1069133.875000 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -1069134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1069226.500000 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -1069226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1069298.625000 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -1069299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1069377.750000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -1069378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1069451.250000 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -1069451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1069536.875000 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -1069537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1069606.375000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -1069606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1069665.125000 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -1069665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1069705.500000 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -1069706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1069741.375000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -1069741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1069774.875000 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -1069775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1069797.625000 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -1069798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1069817.375000 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -1069817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1069833.125000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -1069833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1069848.625000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -1069849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1069866.250000 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -1069866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1069886.250000 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -1069886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1069901.125000 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -1069901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1069916.125000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -1069916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1069928.875000 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -1069929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1069940.875000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -1069941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1069954.250000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -1069954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1069968.750000 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -1069969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1069984.000000 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -1069984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1069990.750000 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -1069991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1070003.750000 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -1070004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1070018.000000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -1070018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1070032.000000 Penalty: 4408.275391
	Iteration 38Q: 3 clusters Score -1070032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1070053.250000 Penalty: 4408.275391
	Iteration 39Q: 3 clusters Score -1070053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1070084.875000 Penalty: 4408.275391
	Iteration 40F: 3 clusters Score -1070085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1070114.875000 Penalty: 4408.275391
	Iteration 41Q: 3 clusters Score -1070115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1070144.875000 Penalty: 4408.275391
	Iteration 42Q: 3 clusters Score -1070145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1070179.875000 Penalty: 4408.275391
	Iteration 43Q: 3 clusters Score -1070180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1070220.625000 Penalty: 4408.275391
	Iteration 44Q: 3 clusters Score -1070221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1070249.125000 Penalty: 4408.275391
	Iteration 45Q: 3 clusters Score -1070249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1070272.250000 Penalty: 4408.275391
	Iteration 46Q: 3 clusters Score -1070272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1070300.125000 Penalty: 4408.275391
	Iteration 47Q: 3 clusters Score -1070300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1070323.500000 Penalty: 4408.275391
	Iteration 48Q: 3 clusters Score -1070324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1070344.750000 Penalty: 4408.275391
	Iteration 49Q: 3 clusters Score -1070345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1070355.000000 Penalty: 4408.275391
	Iteration 50Q: 3 clusters Score -1070355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1070369.125000 Penalty: 4408.275391
	Iteration 51Q: 3 clusters Score -1070369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1070376.375000 Penalty: 4408.275391
	Iteration 52Q: 3 clusters Score -1070376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1070386.000000 Penalty: 4408.275391
	Iteration 53Q: 3 clusters Score -1070386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1070399.625000 Penalty: 4408.275391
	Iteration 54Q: 3 clusters Score -1070400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1070413.500000 Penalty: 4408.275391
	Iteration 55Q: 3 clusters Score -1070414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1070427.625000 Penalty: 4408.275391
	Iteration 56Q: 3 clusters Score -1070428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1070437.375000 Penalty: 4408.275391
	Iteration 57Q: 3 clusters Score -1070437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1070447.750000 Penalty: 4408.275391
	Iteration 58Q: 3 clusters Score -1070448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1070449.500000 Penalty: 4408.275391
	Iteration 59Q: 3 clusters Score -1070450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1070453.875000 Penalty: 4408.275391
	Iteration 60F: 3 clusters Score -1070454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1070458.500000 Penalty: 4408.275391
	Iteration 61Q: 3 clusters Score -1070458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1070463.125000 Penalty: 4408.275391
	Iteration 62Q: 3 clusters Score -1070463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1070467.000000 Penalty: 4408.275391
	Iteration 63Q: 3 clusters Score -1070467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1070474.125000 Penalty: 4408.275391
	Iteration 64Q: 3 clusters Score -1070474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1070478.250000 Penalty: 4408.275391
	Iteration 65Q: 3 clusters Score -1070478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1070482.500000 Penalty: 4408.275391
	Iteration 66Q: 3 clusters Score -1070482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1070488.500000 Penalty: 4408.275391
	Iteration 67Q: 3 clusters Score -1070488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1070495.750000 Penalty: 4408.275391
	Iteration 68Q: 3 clusters Score -1070496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1070498.375000 Penalty: 4408.275391
	Iteration 69Q: 3 clusters Score -1070498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1070502.250000 Penalty: 4408.275391
	Iteration 70Q: 3 clusters Score -1070502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1070506.750000 Penalty: 4408.275391
	Iteration 71Q: 3 clusters Score -1070507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1070515.750000 Penalty: 4408.275391
	Iteration 72Q: 3 clusters Score -1070516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1070522.000000 Penalty: 4408.275391
	Iteration 73Q: 3 clusters Score -1070522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1070529.750000 Penalty: 4408.275391
	Iteration 74Q: 3 clusters Score -1070530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1070534.000000 Penalty: 4408.275391
	Iteration 75Q: 3 clusters Score -1070534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1070542.750000 Penalty: 4408.275391
	Iteration 76Q: 3 clusters Score -1070543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1070550.875000 Penalty: 4408.275391
	Iteration 77Q: 3 clusters Score -1070551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1070560.625000 Penalty: 4408.275391
	Iteration 78Q: 3 clusters Score -1070561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1070562.250000 Penalty: 4408.275391
	Iteration 79Q: 3 clusters Score -1070562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1070570.375000 Penalty: 4408.275391
	Iteration 80F: 3 clusters Score -1070570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1070578.000000 Penalty: 4408.275391
	Iteration 81Q: 3 clusters Score -1070578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1070582.500000 Penalty: 4408.275391
	Iteration 82Q: 3 clusters Score -1070582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1070583.375000 Penalty: 4408.275391
	Iteration 83Q: 3 clusters Score -1070583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1070586.250000 Penalty: 4408.275391
	Iteration 84Q: 3 clusters Score -1070586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1070588.375000 Penalty: 4408.275391
	Iteration 85Q: 3 clusters Score -1070588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1070588.250000 Penalty: 4408.275391
	Iteration 86Q: 3 clusters Score -1070588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1070588.625000 Penalty: 4408.275391
	Iteration 87Q: 3 clusters Score -1070589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1070589.875000 Penalty: 4408.275391
	Iteration 88Q: 3 clusters Score -1070590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1070589.875000 Penalty: 4408.275391
	Iteration 89Q: 3 clusters Score -1070590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1070590.375000 Penalty: 4408.275391
	Iteration 90Q: 3 clusters Score -1070590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1070593.000000 Penalty: 4408.275391
	Iteration 91Q: 3 clusters Score -1070593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1070595.625000 Penalty: 4408.275391
	Iteration 92Q: 3 clusters Score -1070596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1070596.375000 Penalty: 4408.275391
	Iteration 93Q: 3 clusters Score -1070596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1070600.875000 Penalty: 4408.275391
	Iteration 94Q: 3 clusters Score -1070601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1070597.875000 Penalty: 4408.275391
	Iteration 95Q: 3 clusters Score -1070598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1070600.500000 Penalty: 4408.275391
	Iteration 96Q: 3 clusters Score -1070600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1070603.125000 Penalty: 4408.275391
	Iteration 97Q: 3 clusters Score -1070603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1070603.500000 Penalty: 4408.275391
	Iteration 98Q: 3 clusters Score -1070604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1070606.500000 Penalty: 4408.275391
	Iteration 99Q: 3 clusters Score -1070606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1070612.000000 Penalty: 4408.275391
	Iteration 100F: 3 clusters Score -1070612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1070612.750000 Penalty: 4408.275391
	Iteration 101Q: 3 clusters Score -1070613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1070615.125000 Penalty: 4408.275391
	Iteration 102Q: 3 clusters Score -1070615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1070615.250000 Penalty: 4408.275391
	Iteration 103Q: 3 clusters Score -1070615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1070618.375000 Penalty: 4408.275391
	Iteration 104Q: 3 clusters Score -1070618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1070618.125000 Penalty: 4408.275391
	Iteration 105Q: 3 clusters Score -1070618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1070618.000000 Penalty: 4408.275391
	Iteration 106Q: 3 clusters Score -1070618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1070620.125000 Penalty: 4408.275391
	Iteration 107Q: 3 clusters Score -1070620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1070619.625000 Penalty: 4408.275391
	Iteration 108Q: 3 clusters Score -1070620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1070619.625000 Penalty: 4408.275391
	Iteration 109F: 3 clusters Score -1070620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 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 382 members 
Entering Unmasked Estep 
Score: -112379.484375 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112379.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112587.656250 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112587.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112645.578125 Penalty: 3279.572266
	Iteration 2Q: 3 clusters Score -112645.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112678.070312 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112688.984375 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112693.968750 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112698.468750 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112705.796875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112709.562500 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -112709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112710.734375 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -112710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112711.906250 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -112711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112713.046875 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -112713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112713.046875 Penalty: 3279.572266
	Iteration 12F: 3 clusters Score -112713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22462 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65330 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41792 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13023 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54061 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14596 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399288.000000 Penalty: 144891.109375
Iteration 319Q: 44 clusters Score -1.203993e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22463 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65326 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41789 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13022 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54065 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14598 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399240.000000 Penalty: 144891.109375
Iteration 320F: 44 clusters Score -1.203992e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22465 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65321 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41787 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54069 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14599 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399256.000000 Penalty: 144891.109375
Iteration 321Q: 44 clusters Score -1.203993e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22466 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65319 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41787 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54072 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14599 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399256.000000 Penalty: 144891.109375
Iteration 322Q: 44 clusters Score -1.203993e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22468 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65313 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41787 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54078 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14598 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399240.000000 Penalty: 144891.109375
Iteration 323Q: 44 clusters Score -1.203992e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22471 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65305 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41787 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54086 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399264.000000 Penalty: 144891.109375
Iteration 324Q: 44 clusters Score -1.203993e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22473 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32468 members 
Mstep: Class 15 contains 65296 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41785 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54094 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399320.000000 Penalty: 144891.109375
Iteration 325Q: 44 clusters Score -1.203993e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 65293 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41781 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 10026 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54097 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399344.000000 Penalty: 144891.109375
Iteration 326Q: 44 clusters Score -1.203993e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 15 contains 65287 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61511 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54104 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19746 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399288.000000 Penalty: 144891.109375
Iteration 327Q: 44 clusters Score -1.203993e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 15 contains 65277 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54115 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399336.000000 Penalty: 144891.109375
Iteration 328Q: 44 clusters Score -1.203993e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65263 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54127 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399320.000000 Penalty: 144891.109375
Iteration 329Q: 44 clusters Score -1.203993e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65245 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54147 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399352.000000 Penalty: 144891.109375
Iteration 330Q: 44 clusters Score -1.203994e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65230 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54162 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399360.000000 Penalty: 144891.109375
Iteration 331Q: 44 clusters Score -1.203994e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65206 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54186 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 332Q: 44 clusters Score -1.203994e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65189 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54207 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399328.000000 Penalty: 144891.109375
Iteration 333Q: 44 clusters Score -1.203993e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21565 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65171 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54227 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399360.000000 Penalty: 144891.109375
Iteration 334Q: 44 clusters Score -1.203994e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65147 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54255 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399392.000000 Penalty: 144891.109375
Iteration 335Q: 44 clusters Score -1.203994e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65121 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54281 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19745 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399416.000000 Penalty: 144891.109375
Iteration 336Q: 44 clusters Score -1.203994e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65102 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54296 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16970 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399456.000000 Penalty: 144891.109375
Iteration 337Q: 44 clusters Score -1.203995e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65093 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54303 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399496.000000 Penalty: 144891.109375
Iteration 338Q: 44 clusters Score -1.203995e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21563 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65080 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54316 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399496.000000 Penalty: 144891.109375
Iteration 339Q: 44 clusters Score -1.203995e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65065 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54332 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16974 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399480.000000 Penalty: 144891.109375
Iteration 340F: 44 clusters Score -1.203995e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65049 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54349 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399488.000000 Penalty: 144891.109375
Iteration 341Q: 44 clusters Score -1.203995e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65032 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54367 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399480.000000 Penalty: 144891.109375
Iteration 342Q: 44 clusters Score -1.203995e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65020 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54382 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399480.000000 Penalty: 144891.109375
Iteration 343Q: 44 clusters Score -1.203995e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 65006 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54398 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16973 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399448.000000 Penalty: 144891.109375
Iteration 344Q: 44 clusters Score -1.203994e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21561 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64984 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54420 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399456.000000 Penalty: 144891.109375
Iteration 345Q: 44 clusters Score -1.203995e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21558 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64968 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13012 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54437 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399384.000000 Penalty: 144891.109375
Iteration 346Q: 44 clusters Score -1.203994e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64937 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54475 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16969 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 347Q: 44 clusters Score -1.203994e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21557 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64901 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54514 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16966 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399352.000000 Penalty: 144891.109375
Iteration 348Q: 44 clusters Score -1.203994e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64869 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10022 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54551 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16966 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399384.000000 Penalty: 144891.109375
Iteration 349Q: 44 clusters Score -1.203994e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21553 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64839 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54588 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16965 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399408.000000 Penalty: 144891.109375
Iteration 350Q: 44 clusters Score -1.203994e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64792 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54635 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19744 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16966 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399304.000000 Penalty: 144891.109375
Iteration 351Q: 44 clusters Score -1.203993e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64742 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13011 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10015 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54688 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16965 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399288.000000 Penalty: 144891.109375
Iteration 352Q: 44 clusters Score -1.203993e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21554 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64698 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 54735 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19742 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399312.000000 Penalty: 144891.109375
Iteration 353Q: 44 clusters Score -1.203993e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21552 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64656 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54783 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6862 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16961 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399328.000000 Penalty: 144891.109375
Iteration 354Q: 44 clusters Score -1.203993e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21550 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64616 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41781 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7705 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54824 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19741 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6862 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399328.000000 Penalty: 144891.109375
Iteration 355Q: 44 clusters Score -1.203993e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22478 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21542 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64581 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41780 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 54870 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19742 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399304.000000 Penalty: 144891.109375
Iteration 356Q: 44 clusters Score -1.203993e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22479 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21535 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64553 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41779 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28225 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54905 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19742 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6860 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399344.000000 Penalty: 144891.109375
Iteration 357Q: 44 clusters Score -1.203993e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22480 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21527 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64527 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41777 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54939 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399408.000000 Penalty: 144891.109375
Iteration 358Q: 44 clusters Score -1.203994e+08 nChanged 69
Entering ConstructFrom: 
Score: -120399408.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -1068106.250000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -1068106 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 3514 members 
Entering Unmasked Estep 
Score: -1062302.875000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -1062303 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1063848.125000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -1063848 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1064124.125000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -1064124 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1064307.375000 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -1064307 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1064454.625000 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -1064455 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1064573.000000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -1064573 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1064701.875000 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -1064702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1064833.500000 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -1064834 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1064975.250000 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -1064975 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1065134.000000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -1065134 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1065280.375000 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -1065280 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1065423.500000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -1065424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1065550.000000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -1065550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1065676.750000 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -1065677 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1065800.125000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -1065800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1065925.125000 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -1065925 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1066027.625000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -1066028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1066112.875000 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -1066113 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1066181.500000 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -1066182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1066245.625000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -1066246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1066309.125000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -1066309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1066361.500000 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -1066362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1066418.500000 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -1066418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1066476.500000 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -1066476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1066520.500000 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -1066520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1066561.500000 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -1066562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1066597.125000 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -1066597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1066613.000000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -1066613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1066642.125000 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -1066642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1066663.125000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -1066663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1066680.625000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -1066681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1066696.375000 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -1066696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1066713.750000 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -1066714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1066732.000000 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -1066732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1066740.125000 Penalty: 4394.455566
	Iteration 34Q: 3 clusters Score -1066740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1066748.125000 Penalty: 4394.455566
	Iteration 35Q: 3 clusters Score -1066748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1066754.000000 Penalty: 4394.455566
	Iteration 36Q: 3 clusters Score -1066754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1066760.375000 Penalty: 4394.455566
	Iteration 37Q: 3 clusters Score -1066760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1066760.125000 Penalty: 4394.455566
	Iteration 38Q: 3 clusters Score -1066760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1066762.500000 Penalty: 4394.455566
	Iteration 39Q: 3 clusters Score -1066762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1066763.250000 Penalty: 4394.455566
	Iteration 40F: 3 clusters Score -1066763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4394.455566
	Iteration 41Q: 3 clusters Score -1066764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1066764.000000 Penalty: 4394.455566
	Iteration 42F: 3 clusters Score -1066764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Entering Unmasked Estep 
Score: -3286221.000000 Penalty: 2485.076660
	Iteration 0F: 2 clusters Score -3286221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3270533.750000 Penalty: 4970.153320
	Iteration 0F: 3 clusters Score -3270534 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3276862.500000 Penalty: 4970.153320
	Iteration 1F: 3 clusters Score -3276862 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3278650.000000 Penalty: 4970.153320
	Iteration 2F: 3 clusters Score -3278650 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3280616.500000 Penalty: 4970.153320
	Iteration 3F: 3 clusters Score -3280616 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3282312.750000 Penalty: 4970.153320
	Iteration 4F: 3 clusters Score -3282313 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3283425.750000 Penalty: 4970.153320
	Iteration 5F: 3 clusters Score -3283426 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3284078.750000 Penalty: 4970.153320
	Iteration 6Q: 3 clusters Score -3284079 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3284458.250000 Penalty: 4970.153320
	Iteration 7Q: 3 clusters Score -3284458 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3284642.500000 Penalty: 4970.153320
	Iteration 8Q: 3 clusters Score -3284642 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3284768.750000 Penalty: 4970.153320
	Iteration 9Q: 3 clusters Score -3284769 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3284842.000000 Penalty: 4970.153320
	Iteration 10Q: 3 clusters Score -3284842 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3284906.000000 Penalty: 4970.153320
	Iteration 11Q: 3 clusters Score -3284906 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3284957.750000 Penalty: 4970.153320
	Iteration 12Q: 3 clusters Score -3284958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3284970.000000 Penalty: 4970.153320
	Iteration 13Q: 3 clusters Score -3284970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3284991.500000 Penalty: 4970.153320
	Iteration 14Q: 3 clusters Score -3284992 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3285013.500000 Penalty: 4970.153320
	Iteration 15Q: 3 clusters Score -3285014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3285027.250000 Penalty: 4970.153320
	Iteration 16Q: 3 clusters Score -3285027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3285036.250000 Penalty: 4970.153320
	Iteration 17Q: 3 clusters Score -3285036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3285058.000000 Penalty: 4970.153320
	Iteration 18Q: 3 clusters Score -3285058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3285075.750000 Penalty: 4970.153320
	Iteration 19Q: 3 clusters Score -3285076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3285087.000000 Penalty: 4970.153320
	Iteration 20F: 3 clusters Score -3285087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3285106.500000 Penalty: 4970.153320
	Iteration 21Q: 3 clusters Score -3285106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3285112.750000 Penalty: 4970.153320
	Iteration 22Q: 3 clusters Score -3285113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3285123.750000 Penalty: 4970.153320
	Iteration 23Q: 3 clusters Score -3285124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3285129.750000 Penalty: 4970.153320
	Iteration 24Q: 3 clusters Score -3285130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3285148.500000 Penalty: 4970.153320
	Iteration 25Q: 3 clusters Score -3285148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3285150.750000 Penalty: 4970.153320
	Iteration 26Q: 3 clusters Score -3285151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3285149.750000 Penalty: 4970.153320
	Iteration 27Q: 3 clusters Score -3285150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3285154.750000 Penalty: 4970.153320
	Iteration 28Q: 3 clusters Score -3285155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3285161.750000 Penalty: 4970.153320
	Iteration 29Q: 3 clusters Score -3285162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3285170.500000 Penalty: 4970.153320
	Iteration 30Q: 3 clusters Score -3285170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3285167.000000 Penalty: 4970.153320
	Iteration 31Q: 3 clusters Score -3285167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3285177.250000 Penalty: 4970.153320
	Iteration 32Q: 3 clusters Score -3285177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3285181.750000 Penalty: 4970.153320
	Iteration 33Q: 3 clusters Score -3285182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3285190.500000 Penalty: 4970.153320
	Iteration 34Q: 3 clusters Score -3285190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3285189.250000 Penalty: 4970.153320
	Iteration 35Q: 3 clusters Score -3285189 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3285192.000000 Penalty: 4970.153320
	Iteration 36Q: 3 clusters Score -3285192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3285206.000000 Penalty: 4970.153320
	Iteration 37Q: 3 clusters Score -3285206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3285219.500000 Penalty: 4970.153320
	Iteration 38Q: 3 clusters Score -3285220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3285227.000000 Penalty: 4970.153320
	Iteration 39Q: 3 clusters Score -3285227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3285242.000000 Penalty: 4970.153320
	Iteration 40F: 3 clusters Score -3285242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3285251.250000 Penalty: 4970.153320
	Iteration 41Q: 3 clusters Score -3285251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3285251.000000 Penalty: 4970.153320
	Iteration 42Q: 3 clusters Score -3285251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3285253.750000 Penalty: 4970.153320
	Iteration 43Q: 3 clusters Score -3285254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3285271.750000 Penalty: 4970.153320
	Iteration 44Q: 3 clusters Score -3285272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3285280.000000 Penalty: 4970.153320
	Iteration 45Q: 3 clusters Score -3285280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3285286.000000 Penalty: 4970.153320
	Iteration 46Q: 3 clusters Score -3285286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3285282.000000 Penalty: 4970.153320
	Iteration 47Q: 3 clusters Score -3285282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3285295.500000 Penalty: 4970.153320
	Iteration 48Q: 3 clusters Score -3285296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3285302.500000 Penalty: 4970.153320
	Iteration 49Q: 3 clusters Score -3285302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3285306.750000 Penalty: 4970.153320
	Iteration 50Q: 3 clusters Score -3285307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3285319.000000 Penalty: 4970.153320
	Iteration 51Q: 3 clusters Score -3285319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3285325.500000 Penalty: 4970.153320
	Iteration 52Q: 3 clusters Score -3285326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3285330.750000 Penalty: 4970.153320
	Iteration 53Q: 3 clusters Score -3285331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3285353.000000 Penalty: 4970.153320
	Iteration 54Q: 3 clusters Score -3285353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3285358.750000 Penalty: 4970.153320
	Iteration 55Q: 3 clusters Score -3285359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3285367.500000 Penalty: 4970.153320
	Iteration 56Q: 3 clusters Score -3285368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3285374.250000 Penalty: 4970.153320
	Iteration 57Q: 3 clusters Score -3285374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3285385.250000 Penalty: 4970.153320
	Iteration 58Q: 3 clusters Score -3285385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3285389.750000 Penalty: 4970.153320
	Iteration 59Q: 3 clusters Score -3285390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3285405.000000 Penalty: 4970.153320
	Iteration 60F: 3 clusters Score -3285405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3285400.500000 Penalty: 4970.153320
	Iteration 61Q: 3 clusters Score -3285400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3285406.000000 Penalty: 4970.153320
	Iteration 62Q: 3 clusters Score -3285406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3285421.750000 Penalty: 4970.153320
	Iteration 63Q: 3 clusters Score -3285422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3285415.750000 Penalty: 4970.153320
	Iteration 64Q: 3 clusters Score -3285416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3285433.000000 Penalty: 4970.153320
	Iteration 65Q: 3 clusters Score -3285433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3285443.750000 Penalty: 4970.153320
	Iteration 66Q: 3 clusters Score -3285444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3285450.500000 Penalty: 4970.153320
	Iteration 67Q: 3 clusters Score -3285450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3285447.000000 Penalty: 4970.153320
	Iteration 68Q: 3 clusters Score -3285447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3285457.750000 Penalty: 4970.153320
	Iteration 69Q: 3 clusters Score -3285458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3285462.250000 Penalty: 4970.153320
	Iteration 70Q: 3 clusters Score -3285462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3285462.500000 Penalty: 4970.153320
	Iteration 71Q: 3 clusters Score -3285462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3285473.750000 Penalty: 4970.153320
	Iteration 72Q: 3 clusters Score -3285474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3285495.500000 Penalty: 4970.153320
	Iteration 73Q: 3 clusters Score -3285496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3285493.500000 Penalty: 4970.153320
	Iteration 74Q: 3 clusters Score -3285494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3285505.250000 Penalty: 4970.153320
	Iteration 75Q: 3 clusters Score -3285505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3285516.750000 Penalty: 4970.153320
	Iteration 76Q: 3 clusters Score -3285517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3285518.500000 Penalty: 4970.153320
	Iteration 77Q: 3 clusters Score -3285518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3285517.000000 Penalty: 4970.153320
	Iteration 78Q: 3 clusters Score -3285517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3285514.500000 Penalty: 4970.153320
	Iteration 79Q: 3 clusters Score -3285514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3285522.000000 Penalty: 4970.153320
	Iteration 80F: 3 clusters Score -3285522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3285522.000000 Penalty: 4970.153320
	Iteration 81Q: 3 clusters Score -3285522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3285539.500000 Penalty: 4970.153320
	Iteration 82Q: 3 clusters Score -3285540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3285545.500000 Penalty: 4970.153320
	Iteration 83Q: 3 clusters Score -3285546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -3285558.750000 Penalty: 4970.153320
	Iteration 84Q: 3 clusters Score -3285559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3285568.000000 Penalty: 4970.153320
	Iteration 85Q: 3 clusters Score -3285568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3285580.000000 Penalty: 4970.153320
	Iteration 86Q: 3 clusters Score -3285580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3285593.250000 Penalty: 4970.153320
	Iteration 87Q: 3 clusters Score -3285593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3285607.750000 Penalty: 4970.153320
	Iteration 88Q: 3 clusters Score -3285608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3285625.500000 Penalty: 4970.153320
	Iteration 89Q: 3 clusters Score -3285626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3285641.000000 Penalty: 4970.153320
	Iteration 90Q: 3 clusters Score -3285641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3285649.000000 Penalty: 4970.153320
	Iteration 91Q: 3 clusters Score -3285649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3285667.250000 Penalty: 4970.153320
	Iteration 92Q: 3 clusters Score -3285667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3285672.250000 Penalty: 4970.153320
	Iteration 93Q: 3 clusters Score -3285672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3285688.750000 Penalty: 4970.153320
	Iteration 94Q: 3 clusters Score -3285689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3285701.250000 Penalty: 4970.153320
	Iteration 95Q: 3 clusters Score -3285701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3285717.500000 Penalty: 4970.153320
	Iteration 96Q: 3 clusters Score -3285718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3285722.500000 Penalty: 4970.153320
	Iteration 97Q: 3 clusters Score -3285722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3285744.500000 Penalty: 4970.153320
	Iteration 98Q: 3 clusters Score -3285744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3285764.000000 Penalty: 4970.153320
	Iteration 99Q: 3 clusters Score -3285764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3285786.500000 Penalty: 4970.153320
	Iteration 100F: 3 clusters Score -3285786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3285799.000000 Penalty: 4970.153320
	Iteration 101Q: 3 clusters Score -3285799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3285822.500000 Penalty: 4970.153320
	Iteration 102Q: 3 clusters Score -3285822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3285850.250000 Penalty: 4970.153320
	Iteration 103Q: 3 clusters Score -3285850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3285872.000000 Penalty: 4970.153320
	Iteration 104Q: 3 clusters Score -3285872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3285914.500000 Penalty: 4970.153320
	Iteration 105Q: 3 clusters Score -3285914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3285974.500000 Penalty: 4970.153320
	Iteration 106Q: 3 clusters Score -3285974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3286048.750000 Penalty: 4970.153320
	Iteration 107Q: 3 clusters Score -3286049 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3286118.250000 Penalty: 4970.153320
	Iteration 108Q: 3 clusters Score -3286118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3286198.750000 Penalty: 4970.153320
	Iteration 109Q: 3 clusters Score -3286199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3286249.250000 Penalty: 4970.153320
	Iteration 110Q: 3 clusters Score -3286249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3286278.750000 Penalty: 4970.153320
	Iteration 111Q: 3 clusters Score -3286279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3286306.750000 Penalty: 4970.153320
	Iteration 112Q: 3 clusters Score -3286307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3286325.250000 Penalty: 4970.153320
	Iteration 113Q: 3 clusters Score -3286325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3286323.500000 Penalty: 4970.153320
	Iteration 114Q: 3 clusters Score -3286324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3286335.250000 Penalty: 4970.153320
	Iteration 115Q: 3 clusters Score -3286335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3286339.500000 Penalty: 4970.153320
	Iteration 116Q: 3 clusters Score -3286340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3286352.500000 Penalty: 4970.153320
	Iteration 117Q: 3 clusters Score -3286352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3286354.000000 Penalty: 4970.153320
	Iteration 118Q: 3 clusters Score -3286354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3286363.500000 Penalty: 4970.153320
	Iteration 119Q: 3 clusters Score -3286364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3286360.750000 Penalty: 4970.153320
	Iteration 120F: 3 clusters Score -3286361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3286359.500000 Penalty: 4970.153320
	Iteration 121Q: 3 clusters Score -3286360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3286365.500000 Penalty: 4970.153320
	Iteration 122Q: 3 clusters Score -3286366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3286369.000000 Penalty: 4970.153320
	Iteration 123Q: 3 clusters Score -3286369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3286368.750000 Penalty: 4970.153320
	Iteration 124Q: 3 clusters Score -3286369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3286371.250000 Penalty: 4970.153320
	Iteration 125Q: 3 clusters Score -3286371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3286372.750000 Penalty: 4970.153320
	Iteration 126Q: 3 clusters Score -3286373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3286374.250000 Penalty: 4970.153320
	Iteration 127Q: 3 clusters Score -3286374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3286374.000000 Penalty: 4970.153320
	Iteration 128Q: 3 clusters Score -3286374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3286381.500000 Penalty: 4970.153320
	Iteration 129Q: 3 clusters Score -3286382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3286386.000000 Penalty: 4970.153320
	Iteration 130Q: 3 clusters Score -3286386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3286382.500000 Penalty: 4970.153320
	Iteration 131Q: 3 clusters Score -3286382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3286385.250000 Penalty: 4970.153320
	Iteration 132Q: 3 clusters Score -3286385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3286384.750000 Penalty: 4970.153320
	Iteration 133Q: 3 clusters Score -3286385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3286384.500000 Penalty: 4970.153320
	Iteration 134Q: 3 clusters Score -3286384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3286384.500000 Penalty: 4970.153320
	Iteration 135Q: 3 clusters Score -3286384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3286386.750000 Penalty: 4970.153320
	Iteration 136Q: 3 clusters Score -3286387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3286386.750000 Penalty: 4970.153320
	Iteration 137Q: 3 clusters Score -3286387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3286386.750000 Penalty: 4970.153320
	Iteration 138F: 3 clusters Score -3286387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 19159 members 
Entering Unmasked Estep 
Score: -120398688.000000 Penalty: 148260.671875
Splitting cluster 2 changes total score from -120399408.000000 to -120398688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Entering Unmasked Estep 
Score: -3340461.000000 Penalty: 2473.781250
	Iteration 0F: 2 clusters Score -3340461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3325333.500000 Penalty: 4947.562500
	Iteration 0F: 3 clusters Score -3325334 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3330451.750000 Penalty: 4947.562500
	Iteration 1F: 3 clusters Score -3330452 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3330927.000000 Penalty: 4947.562500
	Iteration 2F: 3 clusters Score -3330927 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3331351.500000 Penalty: 4947.562500
	Iteration 3Q: 3 clusters Score -3331352 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3331736.250000 Penalty: 4947.562500
	Iteration 4Q: 3 clusters Score -3331736 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3332137.750000 Penalty: 4947.562500
	Iteration 5Q: 3 clusters Score -3332138 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3332567.250000 Penalty: 4947.562500
	Iteration 6Q: 3 clusters Score -3332567 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3333054.250000 Penalty: 4947.562500
	Iteration 7Q: 3 clusters Score -3333054 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3333559.750000 Penalty: 4947.562500
	Iteration 8Q: 3 clusters Score -3333560 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3334038.250000 Penalty: 4947.562500
	Iteration 9Q: 3 clusters Score -3334038 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3334462.750000 Penalty: 4947.562500
	Iteration 10Q: 3 clusters Score -3334463 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3334787.000000 Penalty: 4947.562500
	Iteration 11Q: 3 clusters Score -3334787 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3335056.000000 Penalty: 4947.562500
	Iteration 12Q: 3 clusters Score -3335056 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3335314.250000 Penalty: 4947.562500
	Iteration 13Q: 3 clusters Score -3335314 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3335538.000000 Penalty: 4947.562500
	Iteration 14Q: 3 clusters Score -3335538 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3335750.000000 Penalty: 4947.562500
	Iteration 15Q: 3 clusters Score -3335750 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3335932.500000 Penalty: 4947.562500
	Iteration 16Q: 3 clusters Score -3335932 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3336085.000000 Penalty: 4947.562500
	Iteration 17Q: 3 clusters Score -3336085 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3336197.500000 Penalty: 4947.562500
	Iteration 18Q: 3 clusters Score -3336198 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3336323.000000 Penalty: 4947.562500
	Iteration 19Q: 3 clusters Score -3336323 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3336436.000000 Penalty: 4947.562500
	Iteration 20F: 3 clusters Score -3336436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3336546.750000 Penalty: 4947.562500
	Iteration 21Q: 3 clusters Score -3336547 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3336649.250000 Penalty: 4947.562500
	Iteration 22Q: 3 clusters Score -3336649 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3336762.500000 Penalty: 4947.562500
	Iteration 23Q: 3 clusters Score -3336762 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3336906.250000 Penalty: 4947.562500
	Iteration 24Q: 3 clusters Score -3336906 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3337065.500000 Penalty: 4947.562500
	Iteration 25Q: 3 clusters Score -3337066 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3337239.250000 Penalty: 4947.562500
	Iteration 26Q: 3 clusters Score -3337239 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3337362.500000 Penalty: 4947.562500
	Iteration 27Q: 3 clusters Score -3337362 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3337482.500000 Penalty: 4947.562500
	Iteration 28Q: 3 clusters Score -3337482 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3337585.000000 Penalty: 4947.562500
	Iteration 29Q: 3 clusters Score -3337585 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3337661.000000 Penalty: 4947.562500
	Iteration 30Q: 3 clusters Score -3337661 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3337721.500000 Penalty: 4947.562500
	Iteration 31Q: 3 clusters Score -3337722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3337786.750000 Penalty: 4947.562500
	Iteration 32Q: 3 clusters Score -3337787 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3337860.000000 Penalty: 4947.562500
	Iteration 33Q: 3 clusters Score -3337860 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3337920.250000 Penalty: 4947.562500
	Iteration 34Q: 3 clusters Score -3337920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3337977.500000 Penalty: 4947.562500
	Iteration 35Q: 3 clusters Score -3337978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3338016.250000 Penalty: 4947.562500
	Iteration 36Q: 3 clusters Score -3338016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3338059.500000 Penalty: 4947.562500
	Iteration 37Q: 3 clusters Score -3338060 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3338084.500000 Penalty: 4947.562500
	Iteration 38Q: 3 clusters Score -3338084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3338113.500000 Penalty: 4947.562500
	Iteration 39Q: 3 clusters Score -3338114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3338164.000000 Penalty: 4947.562500
	Iteration 40F: 3 clusters Score -3338164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3338198.500000 Penalty: 4947.562500
	Iteration 41Q: 3 clusters Score -3338198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3338234.000000 Penalty: 4947.562500
	Iteration 42Q: 3 clusters Score -3338234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3338257.750000 Penalty: 4947.562500
	Iteration 43Q: 3 clusters Score -3338258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3338266.750000 Penalty: 4947.562500
	Iteration 44Q: 3 clusters Score -3338267 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3338280.750000 Penalty: 4947.562500
	Iteration 45Q: 3 clusters Score -3338281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3338299.500000 Penalty: 4947.562500
	Iteration 46Q: 3 clusters Score -3338300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3338319.000000 Penalty: 4947.562500
	Iteration 47Q: 3 clusters Score -3338319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3338328.750000 Penalty: 4947.562500
	Iteration 48Q: 3 clusters Score -3338329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3338354.500000 Penalty: 4947.562500
	Iteration 49Q: 3 clusters Score -3338354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3338366.500000 Penalty: 4947.562500
	Iteration 50Q: 3 clusters Score -3338366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3338373.250000 Penalty: 4947.562500
	Iteration 51Q: 3 clusters Score -3338373 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3338377.000000 Penalty: 4947.562500
	Iteration 52Q: 3 clusters Score -3338377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3338389.250000 Penalty: 4947.562500
	Iteration 53Q: 3 clusters Score -3338389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3338388.000000 Penalty: 4947.562500
	Iteration 54Q: 3 clusters Score -3338388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3338400.250000 Penalty: 4947.562500
	Iteration 55Q: 3 clusters Score -3338400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3338410.500000 Penalty: 4947.562500
	Iteration 56Q: 3 clusters Score -3338410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3338412.500000 Penalty: 4947.562500
	Iteration 57Q: 3 clusters Score -3338412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3338421.250000 Penalty: 4947.562500
	Iteration 58Q: 3 clusters Score -3338421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3338422.250000 Penalty: 4947.562500
	Iteration 59Q: 3 clusters Score -3338422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3338416.500000 Penalty: 4947.562500
	Iteration 60F: 3 clusters Score -3338416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3338433.750000 Penalty: 4947.562500
	Iteration 61Q: 3 clusters Score -3338434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3338438.750000 Penalty: 4947.562500
	Iteration 62Q: 3 clusters Score -3338439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3338441.500000 Penalty: 4947.562500
	Iteration 63Q: 3 clusters Score -3338442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3338446.500000 Penalty: 4947.562500
	Iteration 64Q: 3 clusters Score -3338446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3338449.000000 Penalty: 4947.562500
	Iteration 65Q: 3 clusters Score -3338449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3338449.750000 Penalty: 4947.562500
	Iteration 66Q: 3 clusters Score -3338450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3338454.250000 Penalty: 4947.562500
	Iteration 67Q: 3 clusters Score -3338454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3338459.750000 Penalty: 4947.562500
	Iteration 68Q: 3 clusters Score -3338460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3338460.000000 Penalty: 4947.562500
	Iteration 69Q: 3 clusters Score -3338460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3338462.500000 Penalty: 4947.562500
	Iteration 70Q: 3 clusters Score -3338462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3338464.000000 Penalty: 4947.562500
	Iteration 71Q: 3 clusters Score -3338464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3338472.500000 Penalty: 4947.562500
	Iteration 72Q: 3 clusters Score -3338472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3338468.000000 Penalty: 4947.562500
	Iteration 73Q: 3 clusters Score -3338468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3338462.250000 Penalty: 4947.562500
	Iteration 74Q: 3 clusters Score -3338462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3338466.000000 Penalty: 4947.562500
	Iteration 75Q: 3 clusters Score -3338466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3338477.000000 Penalty: 4947.562500
	Iteration 76Q: 3 clusters Score -3338477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3338471.000000 Penalty: 4947.562500
	Iteration 77Q: 3 clusters Score -3338471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3338473.000000 Penalty: 4947.562500
	Iteration 78Q: 3 clusters Score -3338473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3338477.500000 Penalty: 4947.562500
	Iteration 79Q: 3 clusters Score -3338478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3338474.750000 Penalty: 4947.562500
	Iteration 80F: 3 clusters Score -3338475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3338476.750000 Penalty: 4947.562500
	Iteration 81Q: 3 clusters Score -3338477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3338473.500000 Penalty: 4947.562500
	Iteration 82Q: 3 clusters Score -3338474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3338470.750000 Penalty: 4947.562500
	Iteration 83Q: 3 clusters Score -3338471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3338474.500000 Penalty: 4947.562500
	Iteration 84Q: 3 clusters Score -3338474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3338474.500000 Penalty: 4947.562500
	Iteration 85F: 3 clusters Score -3338474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Entering Unmasked Estep 
Score: -8617876.000000 Penalty: 2708.720947
	Iteration 0F: 2 clusters Score -8617876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -8580855.000000 Penalty: 5417.441895
	Iteration 0F: 3 clusters Score -8580855 nChanged 25635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -8595550.000000 Penalty: 5417.441895
	Iteration 1F: 3 clusters Score -8595550 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8596682.000000 Penalty: 5417.441895
	Iteration 2F: 3 clusters Score -8596682 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -8597923.000000 Penalty: 5417.441895
	Iteration 3F: 3 clusters Score -8597923 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8599317.000000 Penalty: 5417.441895
	Iteration 4F: 3 clusters Score -8599317 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -8600797.000000 Penalty: 5417.441895
	Iteration 5F: 3 clusters Score -8600797 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8602132.000000 Penalty: 5417.441895
	Iteration 6F: 3 clusters Score -8602132 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8603283.000000 Penalty: 5417.441895
	Iteration 7Q: 3 clusters Score -8603283 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -8604145.000000 Penalty: 5417.441895
	Iteration 8Q: 3 clusters Score -8604145 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8604889.000000 Penalty: 5417.441895
	Iteration 9Q: 3 clusters Score -8604889 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -8605458.000000 Penalty: 5417.441895
	Iteration 10Q: 3 clusters Score -8605458 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -8605995.000000 Penalty: 5417.441895
	Iteration 11Q: 3 clusters Score -8605995 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -8606565.000000 Penalty: 5417.441895
	Iteration 12Q: 3 clusters Score -8606565 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -8607149.000000 Penalty: 5417.441895
	Iteration 13Q: 3 clusters Score -8607149 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -8607751.000000 Penalty: 5417.441895
	Iteration 14Q: 3 clusters Score -8607751 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -8608390.000000 Penalty: 5417.441895
	Iteration 15Q: 3 clusters Score -8608390 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -8608837.000000 Penalty: 5417.441895
	Iteration 16Q: 3 clusters Score -8608837 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -8609230.000000 Penalty: 5417.441895
	Iteration 17Q: 3 clusters Score -8609230 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -8609527.000000 Penalty: 5417.441895
	Iteration 18Q: 3 clusters Score -8609527 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -8609835.000000 Penalty: 5417.441895
	Iteration 19Q: 3 clusters Score -8609835 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -8610087.000000 Penalty: 5417.441895
	Iteration 20F: 3 clusters Score -8610087 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -8610335.000000 Penalty: 5417.441895
	Iteration 21Q: 3 clusters Score -8610335 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -8610626.000000 Penalty: 5417.441895
	Iteration 22Q: 3 clusters Score -8610626 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -8610862.000000 Penalty: 5417.441895
	Iteration 23Q: 3 clusters Score -8610862 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -8611088.000000 Penalty: 5417.441895
	Iteration 24Q: 3 clusters Score -8611088 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -8611316.000000 Penalty: 5417.441895
	Iteration 25Q: 3 clusters Score -8611316 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -8611552.000000 Penalty: 5417.441895
	Iteration 26Q: 3 clusters Score -8611552 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -8611729.000000 Penalty: 5417.441895
	Iteration 27Q: 3 clusters Score -8611729 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -8611981.000000 Penalty: 5417.441895
	Iteration 28Q: 3 clusters Score -8611981 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8612232.000000 Penalty: 5417.441895
	Iteration 29Q: 3 clusters Score -8612232 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -8612471.000000 Penalty: 5417.441895
	Iteration 30Q: 3 clusters Score -8612471 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8612708.000000 Penalty: 5417.441895
	Iteration 31Q: 3 clusters Score -8612708 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8612953.000000 Penalty: 5417.441895
	Iteration 32Q: 3 clusters Score -8612953 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8613184.000000 Penalty: 5417.441895
	Iteration 33Q: 3 clusters Score -8613184 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -8613409.000000 Penalty: 5417.441895
	Iteration 34Q: 3 clusters Score -8613409 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8613637.000000 Penalty: 5417.441895
	Iteration 35Q: 3 clusters Score -8613637 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8613821.000000 Penalty: 5417.441895
	Iteration 36Q: 3 clusters Score -8613821 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8614004.000000 Penalty: 5417.441895
	Iteration 37Q: 3 clusters Score -8614004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8614193.000000 Penalty: 5417.441895
	Iteration 38Q: 3 clusters Score -8614193 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8614372.000000 Penalty: 5417.441895
	Iteration 39Q: 3 clusters Score -8614372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8614527.000000 Penalty: 5417.441895
	Iteration 40F: 3 clusters Score -8614527 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8614682.000000 Penalty: 5417.441895
	Iteration 41Q: 3 clusters Score -8614682 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8614817.000000 Penalty: 5417.441895
	Iteration 42Q: 3 clusters Score -8614817 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8614946.000000 Penalty: 5417.441895
	Iteration 43Q: 3 clusters Score -8614946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8615020.000000 Penalty: 5417.441895
	Iteration 44Q: 3 clusters Score -8615020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8615127.000000 Penalty: 5417.441895
	Iteration 45Q: 3 clusters Score -8615127 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8615189.000000 Penalty: 5417.441895
	Iteration 46Q: 3 clusters Score -8615189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8615251.000000 Penalty: 5417.441895
	Iteration 47Q: 3 clusters Score -8615251 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8615296.000000 Penalty: 5417.441895
	Iteration 48Q: 3 clusters Score -8615296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8615346.000000 Penalty: 5417.441895
	Iteration 49Q: 3 clusters Score -8615346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8615391.000000 Penalty: 5417.441895
	Iteration 50Q: 3 clusters Score -8615391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8615439.000000 Penalty: 5417.441895
	Iteration 51Q: 3 clusters Score -8615439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8615460.000000 Penalty: 5417.441895
	Iteration 52Q: 3 clusters Score -8615460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8615486.000000 Penalty: 5417.441895
	Iteration 53Q: 3 clusters Score -8615486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8615502.000000 Penalty: 5417.441895
	Iteration 54Q: 3 clusters Score -8615502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8615528.000000 Penalty: 5417.441895
	Iteration 55Q: 3 clusters Score -8615528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8615545.000000 Penalty: 5417.441895
	Iteration 56Q: 3 clusters Score -8615545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8615550.000000 Penalty: 5417.441895
	Iteration 57Q: 3 clusters Score -8615550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8615567.000000 Penalty: 5417.441895
	Iteration 58Q: 3 clusters Score -8615567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8615571.000000 Penalty: 5417.441895
	Iteration 59Q: 3 clusters Score -8615571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8615585.000000 Penalty: 5417.441895
	Iteration 60F: 3 clusters Score -8615585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8615599.000000 Penalty: 5417.441895
	Iteration 61Q: 3 clusters Score -8615599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8615599.000000 Penalty: 5417.441895
	Iteration 62Q: 3 clusters Score -8615599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8615612.000000 Penalty: 5417.441895
	Iteration 63Q: 3 clusters Score -8615612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8615613.000000 Penalty: 5417.441895
	Iteration 64Q: 3 clusters Score -8615613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8615614.000000 Penalty: 5417.441895
	Iteration 65Q: 3 clusters Score -8615614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8615620.000000 Penalty: 5417.441895
	Iteration 66Q: 3 clusters Score -8615620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8615620.000000 Penalty: 5417.441895
	Iteration 67F: 3 clusters Score -8615620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Entering Unmasked Estep 
Score: -3210334.500000 Penalty: 2474.254150
	Iteration 0F: 2 clusters Score -3210334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3195280.000000 Penalty: 4948.508301
	Iteration 0F: 3 clusters Score -3195280 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3200767.500000 Penalty: 4948.508301
	Iteration 1F: 3 clusters Score -3200768 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3201592.500000 Penalty: 4948.508301
	Iteration 2F: 3 clusters Score -3201592 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3202370.500000 Penalty: 4948.508301
	Iteration 3F: 3 clusters Score -3202370 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3203010.500000 Penalty: 4948.508301
	Iteration 4F: 3 clusters Score -3203010 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3203565.750000 Penalty: 4948.508301
	Iteration 5F: 3 clusters Score -3203566 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3203957.000000 Penalty: 4948.508301
	Iteration 6Q: 3 clusters Score -3203957 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3204272.000000 Penalty: 4948.508301
	Iteration 7Q: 3 clusters Score -3204272 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3204501.500000 Penalty: 4948.508301
	Iteration 8Q: 3 clusters Score -3204502 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3204725.250000 Penalty: 4948.508301
	Iteration 9Q: 3 clusters Score -3204725 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3204922.250000 Penalty: 4948.508301
	Iteration 10Q: 3 clusters Score -3204922 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3205070.750000 Penalty: 4948.508301
	Iteration 11Q: 3 clusters Score -3205071 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3205227.750000 Penalty: 4948.508301
	Iteration 12Q: 3 clusters Score -3205228 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3205372.250000 Penalty: 4948.508301
	Iteration 13Q: 3 clusters Score -3205372 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3205509.500000 Penalty: 4948.508301
	Iteration 14Q: 3 clusters Score -3205510 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3205645.000000 Penalty: 4948.508301
	Iteration 15Q: 3 clusters Score -3205645 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3205769.250000 Penalty: 4948.508301
	Iteration 16Q: 3 clusters Score -3205769 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3205934.750000 Penalty: 4948.508301
	Iteration 17Q: 3 clusters Score -3205935 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3206105.250000 Penalty: 4948.508301
	Iteration 18Q: 3 clusters Score -3206105 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3206283.250000 Penalty: 4948.508301
	Iteration 19Q: 3 clusters Score -3206283 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3206493.750000 Penalty: 4948.508301
	Iteration 20F: 3 clusters Score -3206494 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3206713.000000 Penalty: 4948.508301
	Iteration 21Q: 3 clusters Score -3206713 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3206929.750000 Penalty: 4948.508301
	Iteration 22Q: 3 clusters Score -3206930 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3207105.000000 Penalty: 4948.508301
	Iteration 23Q: 3 clusters Score -3207105 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3207254.750000 Penalty: 4948.508301
	Iteration 24Q: 3 clusters Score -3207255 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3207391.250000 Penalty: 4948.508301
	Iteration 25Q: 3 clusters Score -3207391 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3207465.500000 Penalty: 4948.508301
	Iteration 26Q: 3 clusters Score -3207466 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3207541.500000 Penalty: 4948.508301
	Iteration 27Q: 3 clusters Score -3207542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3207598.250000 Penalty: 4948.508301
	Iteration 28Q: 3 clusters Score -3207598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3207652.250000 Penalty: 4948.508301
	Iteration 29Q: 3 clusters Score -3207652 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3207719.250000 Penalty: 4948.508301
	Iteration 30Q: 3 clusters Score -3207719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3207768.000000 Penalty: 4948.508301
	Iteration 31Q: 3 clusters Score -3207768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3207817.000000 Penalty: 4948.508301
	Iteration 32Q: 3 clusters Score -3207817 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3207871.250000 Penalty: 4948.508301
	Iteration 33Q: 3 clusters Score -3207871 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3207927.500000 Penalty: 4948.508301
	Iteration 34Q: 3 clusters Score -3207928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3207986.500000 Penalty: 4948.508301
	Iteration 35Q: 3 clusters Score -3207986 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3208070.250000 Penalty: 4948.508301
	Iteration 36Q: 3 clusters Score -3208070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3208179.750000 Penalty: 4948.508301
	Iteration 37Q: 3 clusters Score -3208180 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3208271.750000 Penalty: 4948.508301
	Iteration 38Q: 3 clusters Score -3208272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3208335.000000 Penalty: 4948.508301
	Iteration 39Q: 3 clusters Score -3208335 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3208380.500000 Penalty: 4948.508301
	Iteration 40F: 3 clusters Score -3208380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3208436.250000 Penalty: 4948.508301
	Iteration 41Q: 3 clusters Score -3208436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3208462.250000 Penalty: 4948.508301
	Iteration 42Q: 3 clusters Score -3208462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3208482.250000 Penalty: 4948.508301
	Iteration 43Q: 3 clusters Score -3208482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3208493.750000 Penalty: 4948.508301
	Iteration 44Q: 3 clusters Score -3208494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3208518.500000 Penalty: 4948.508301
	Iteration 45Q: 3 clusters Score -3208518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3208538.500000 Penalty: 4948.508301
	Iteration 46Q: 3 clusters Score -3208538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3208557.000000 Penalty: 4948.508301
	Iteration 47Q: 3 clusters Score -3208557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3208569.250000 Penalty: 4948.508301
	Iteration 48Q: 3 clusters Score -3208569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3208579.500000 Penalty: 4948.508301
	Iteration 49Q: 3 clusters Score -3208580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3208606.000000 Penalty: 4948.508301
	Iteration 50Q: 3 clusters Score -3208606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3208639.250000 Penalty: 4948.508301
	Iteration 51Q: 3 clusters Score -3208639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3208663.500000 Penalty: 4948.508301
	Iteration 52Q: 3 clusters Score -3208664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3208691.750000 Penalty: 4948.508301
	Iteration 53Q: 3 clusters Score -3208692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3208717.000000 Penalty: 4948.508301
	Iteration 54Q: 3 clusters Score -3208717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3208734.500000 Penalty: 4948.508301
	Iteration 55Q: 3 clusters Score -3208734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3208741.000000 Penalty: 4948.508301
	Iteration 56Q: 3 clusters Score -3208741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3208762.500000 Penalty: 4948.508301
	Iteration 57Q: 3 clusters Score -3208762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3208770.000000 Penalty: 4948.508301
	Iteration 58Q: 3 clusters Score -3208770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3208779.500000 Penalty: 4948.508301
	Iteration 59Q: 3 clusters Score -3208780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3208801.250000 Penalty: 4948.508301
	Iteration 60F: 3 clusters Score -3208801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3208809.500000 Penalty: 4948.508301
	Iteration 61Q: 3 clusters Score -3208810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3208821.000000 Penalty: 4948.508301
	Iteration 62Q: 3 clusters Score -3208821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3208837.000000 Penalty: 4948.508301
	Iteration 63Q: 3 clusters Score -3208837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3208842.000000 Penalty: 4948.508301
	Iteration 64Q: 3 clusters Score -3208842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3208844.500000 Penalty: 4948.508301
	Iteration 65Q: 3 clusters Score -3208844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 4948.508301
	Iteration 66Q: 3 clusters Score -3208854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3208853.000000 Penalty: 4948.508301
	Iteration 67Q: 3 clusters Score -3208853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3208852.250000 Penalty: 4948.508301
	Iteration 68Q: 3 clusters Score -3208852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3208854.500000 Penalty: 4948.508301
	Iteration 69Q: 3 clusters Score -3208854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3208856.000000 Penalty: 4948.508301
	Iteration 70Q: 3 clusters Score -3208856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3208856.000000 Penalty: 4948.508301
	Iteration 71F: 3 clusters Score -3208856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27593.650391 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27593.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27695.283203 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27695.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27728.667969 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27728.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27765.035156 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27765.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27786.798828 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -27786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27792.302734 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -27792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27792.302734 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -27792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 164 members 
Entering Unmasked Estep 
Score: -41754.671875 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41754.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41875.351562 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41875.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41924.070312 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41924.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41942.101562 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41947.632812 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41947.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41952.957031 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -41952.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41952.957031 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -41952.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2636493.000000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2636493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2623960.750000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2623961 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2628474.000000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2628474 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2629484.250000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2629484 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2630765.250000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2630765 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2632238.750000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2632239 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2633415.000000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -2633415 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2634330.250000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -2634330 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2634969.000000 Penalty: 4849.343750
	Iteration 7Q: 3 clusters Score -2634969 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2635349.500000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -2635350 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2635601.750000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -2635602 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2635792.500000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2635792 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2635961.500000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2635962 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2636127.500000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2636128 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2636307.250000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2636307 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2636591.750000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2636592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2636839.750000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2636840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2636961.750000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2636962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2637038.500000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2637038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2637069.500000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2637070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2637117.750000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2637118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2637138.000000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2637138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2637151.250000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2637151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2637164.000000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2637164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2637175.250000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2637175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2637181.500000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2637182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2637182.750000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2637183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2637187.000000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2637187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2637189.750000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2637190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2637195.250000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2637195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2637199.750000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2637200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2637203.250000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2637203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2637195.250000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2637195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2637201.750000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2637202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2637201.500000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2637202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2637204.250000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -2637204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2637203.750000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -2637204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2637206.750000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -2637207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2637204.500000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -2637204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2637204.500000 Penalty: 4849.343750
	Iteration 38F: 3 clusters Score -2637204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 15003 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 2619 members 
Entering Unmasked Estep 
Score: -120398808.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120399408.000000 to -120398808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Entering Unmasked Estep 
Score: -16207105.000000 Penalty: 2861.675049
	Iteration 0F: 2 clusters Score -1.62071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -16142968.000000 Penalty: 5723.350098
	Iteration 0F: 3 clusters Score -1.614297e+07 nChanged 48833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -16171018.000000 Penalty: 5723.350098
	Iteration 1F: 3 clusters Score -1.617102e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -16172049.000000 Penalty: 5723.350098
	Iteration 2Q: 3 clusters Score -1.617205e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -16173495.000000 Penalty: 5723.350098
	Iteration 3Q: 3 clusters Score -1.61735e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -16175099.000000 Penalty: 5723.350098
	Iteration 4Q: 3 clusters Score -1.61751e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -16176833.000000 Penalty: 5723.350098
	Iteration 5Q: 3 clusters Score -1.617683e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -16179091.000000 Penalty: 5723.350098
	Iteration 6F: 3 clusters Score -1.617909e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -16181320.000000 Penalty: 5723.350098
	Iteration 7F: 3 clusters Score -1.618132e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -16183435.000000 Penalty: 5723.350098
	Iteration 8F: 3 clusters Score -1.618344e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -16185053.000000 Penalty: 5723.350098
	Iteration 9Q: 3 clusters Score -1.618505e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -16186452.000000 Penalty: 5723.350098
	Iteration 10Q: 3 clusters Score -1.618645e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -16187706.000000 Penalty: 5723.350098
	Iteration 11Q: 3 clusters Score -1.618771e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -16188941.000000 Penalty: 5723.350098
	Iteration 12Q: 3 clusters Score -1.618894e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -16190403.000000 Penalty: 5723.350098
	Iteration 13Q: 3 clusters Score -1.61904e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -16192373.000000 Penalty: 5723.350098
	Iteration 14Q: 3 clusters Score -1.619237e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -16194651.000000 Penalty: 5723.350098
	Iteration 15Q: 3 clusters Score -1.619465e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -16196910.000000 Penalty: 5723.350098
	Iteration 16Q: 3 clusters Score -1.619691e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -16198359.000000 Penalty: 5723.350098
	Iteration 17Q: 3 clusters Score -1.619836e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -16199407.000000 Penalty: 5723.350098
	Iteration 18Q: 3 clusters Score -1.619941e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -16200240.000000 Penalty: 5723.350098
	Iteration 19Q: 3 clusters Score -1.620024e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -16200962.000000 Penalty: 5723.350098
	Iteration 20F: 3 clusters Score -1.620096e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -16201526.000000 Penalty: 5723.350098
	Iteration 21Q: 3 clusters Score -1.620153e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -16202091.000000 Penalty: 5723.350098
	Iteration 22Q: 3 clusters Score -1.620209e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -16202523.000000 Penalty: 5723.350098
	Iteration 23Q: 3 clusters Score -1.620252e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -16202906.000000 Penalty: 5723.350098
	Iteration 24Q: 3 clusters Score -1.620291e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -16203212.000000 Penalty: 5723.350098
	Iteration 25Q: 3 clusters Score -1.620321e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -16203429.000000 Penalty: 5723.350098
	Iteration 26Q: 3 clusters Score -1.620343e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -16203731.000000 Penalty: 5723.350098
	Iteration 27Q: 3 clusters Score -1.620373e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -16203895.000000 Penalty: 5723.350098
	Iteration 28Q: 3 clusters Score -1.62039e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -16204042.000000 Penalty: 5723.350098
	Iteration 29Q: 3 clusters Score -1.620404e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -16204177.000000 Penalty: 5723.350098
	Iteration 30Q: 3 clusters Score -1.620418e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -16204257.000000 Penalty: 5723.350098
	Iteration 31Q: 3 clusters Score -1.620426e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -16204380.000000 Penalty: 5723.350098
	Iteration 32Q: 3 clusters Score -1.620438e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -16204462.000000 Penalty: 5723.350098
	Iteration 33Q: 3 clusters Score -1.620446e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -16204549.000000 Penalty: 5723.350098
	Iteration 34Q: 3 clusters Score -1.620455e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -16204591.000000 Penalty: 5723.350098
	Iteration 35Q: 3 clusters Score -1.620459e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16204671.000000 Penalty: 5723.350098
	Iteration 36Q: 3 clusters Score -1.620467e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -16204708.000000 Penalty: 5723.350098
	Iteration 37Q: 3 clusters Score -1.620471e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -16204750.000000 Penalty: 5723.350098
	Iteration 38Q: 3 clusters Score -1.620475e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -16204774.000000 Penalty: 5723.350098
	Iteration 39Q: 3 clusters Score -1.620477e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -16204802.000000 Penalty: 5723.350098
	Iteration 40F: 3 clusters Score -1.62048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -16204848.000000 Penalty: 5723.350098
	Iteration 41Q: 3 clusters Score -1.620485e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -16204887.000000 Penalty: 5723.350098
	Iteration 42Q: 3 clusters Score -1.620489e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -16204930.000000 Penalty: 5723.350098
	Iteration 43Q: 3 clusters Score -1.620493e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -16204933.000000 Penalty: 5723.350098
	Iteration 44Q: 3 clusters Score -1.620493e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -16204922.000000 Penalty: 5723.350098
	Iteration 45Q: 3 clusters Score -1.620492e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -16204926.000000 Penalty: 5723.350098
	Iteration 46Q: 3 clusters Score -1.620493e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -16204934.000000 Penalty: 5723.350098
	Iteration 47Q: 3 clusters Score -1.620493e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -16204971.000000 Penalty: 5723.350098
	Iteration 48Q: 3 clusters Score -1.620497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -16204955.000000 Penalty: 5723.350098
	Iteration 49Q: 3 clusters Score -1.620496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -16204978.000000 Penalty: 5723.350098
	Iteration 50Q: 3 clusters Score -1.620498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16204960.000000 Penalty: 5723.350098
	Iteration 51Q: 3 clusters Score -1.620496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16204966.000000 Penalty: 5723.350098
	Iteration 52Q: 3 clusters Score -1.620497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -16204973.000000 Penalty: 5723.350098
	Iteration 53Q: 3 clusters Score -1.620497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -16204991.000000 Penalty: 5723.350098
	Iteration 54Q: 3 clusters Score -1.620499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -16204964.000000 Penalty: 5723.350098
	Iteration 55Q: 3 clusters Score -1.620496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -16204976.000000 Penalty: 5723.350098
	Iteration 56Q: 3 clusters Score -1.620498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -16205002.000000 Penalty: 5723.350098
	Iteration 57Q: 3 clusters Score -1.6205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -16204975.000000 Penalty: 5723.350098
	Iteration 58Q: 3 clusters Score -1.620498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -16204977.000000 Penalty: 5723.350098
	Iteration 59Q: 3 clusters Score -1.620498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -16204996.000000 Penalty: 5723.350098
	Iteration 60F: 3 clusters Score -1.6205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16205014.000000 Penalty: 5723.350098
	Iteration 61Q: 3 clusters Score -1.620501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -16205000.000000 Penalty: 5723.350098
	Iteration 62Q: 3 clusters Score -1.6205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100364 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -16204999.000000 Penalty: 5723.350098
	Iteration 63Q: 3 clusters Score -1.6205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -16204998.000000 Penalty: 5723.350098
	Iteration 64Q: 3 clusters Score -1.6205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -16204995.000000 Penalty: 5723.350098
	Iteration 65Q: 3 clusters Score -1.6205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -16205006.000000 Penalty: 5723.350098
	Iteration 66Q: 3 clusters Score -1.620501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16205001.000000 Penalty: 5723.350098
	Iteration 67Q: 3 clusters Score -1.6205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -16204994.000000 Penalty: 5723.350098
	Iteration 68Q: 3 clusters Score -1.620499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -16204986.000000 Penalty: 5723.350098
	Iteration 69Q: 3 clusters Score -1.620499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -16204984.000000 Penalty: 5723.350098
	Iteration 70Q: 3 clusters Score -1.620498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -16204997.000000 Penalty: 5723.350098
	Iteration 71Q: 3 clusters Score -1.6205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16204997.000000 Penalty: 5723.350098
	Iteration 72Q: 3 clusters Score -1.6205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16205013.000000 Penalty: 5723.350098
	Iteration 73Q: 3 clusters Score -1.620501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100490 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16205009.000000 Penalty: 5723.350098
	Iteration 74Q: 3 clusters Score -1.620501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -16205025.000000 Penalty: 5723.350098
	Iteration 75Q: 3 clusters Score -1.620502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -16205028.000000 Penalty: 5723.350098
	Iteration 76Q: 3 clusters Score -1.620503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16205029.000000 Penalty: 5723.350098
	Iteration 77Q: 3 clusters Score -1.620503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -16205025.000000 Penalty: 5723.350098
	Iteration 78Q: 3 clusters Score -1.620502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -16205036.000000 Penalty: 5723.350098
	Iteration 79Q: 3 clusters Score -1.620504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -16205040.000000 Penalty: 5723.350098
	Iteration 80F: 3 clusters Score -1.620504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -16205059.000000 Penalty: 5723.350098
	Iteration 81Q: 3 clusters Score -1.620506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -16205052.000000 Penalty: 5723.350098
	Iteration 82Q: 3 clusters Score -1.620505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16205055.000000 Penalty: 5723.350098
	Iteration 83Q: 3 clusters Score -1.620506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16205064.000000 Penalty: 5723.350098
	Iteration 84Q: 3 clusters Score -1.620506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -16205045.000000 Penalty: 5723.350098
	Iteration 85Q: 3 clusters Score -1.620504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -16205048.000000 Penalty: 5723.350098
	Iteration 86Q: 3 clusters Score -1.620505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -16205052.000000 Penalty: 5723.350098
	Iteration 87Q: 3 clusters Score -1.620505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -16205060.000000 Penalty: 5723.350098
	Iteration 88Q: 3 clusters Score -1.620506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -16205057.000000 Penalty: 5723.350098
	Iteration 89Q: 3 clusters Score -1.620506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -16205062.000000 Penalty: 5723.350098
	Iteration 90Q: 3 clusters Score -1.620506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16205052.000000 Penalty: 5723.350098
	Iteration 91Q: 3 clusters Score -1.620505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -16205044.000000 Penalty: 5723.350098
	Iteration 92Q: 3 clusters Score -1.620504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16205046.000000 Penalty: 5723.350098
	Iteration 93Q: 3 clusters Score -1.620505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -16205058.000000 Penalty: 5723.350098
	Iteration 94Q: 3 clusters Score -1.620506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -16205059.000000 Penalty: 5723.350098
	Iteration 95Q: 3 clusters Score -1.620506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16205053.000000 Penalty: 5723.350098
	Iteration 96Q: 3 clusters Score -1.620505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16205046.000000 Penalty: 5723.350098
	Iteration 97Q: 3 clusters Score -1.620505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16205041.000000 Penalty: 5723.350098
	Iteration 98Q: 3 clusters Score -1.620504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16205046.000000 Penalty: 5723.350098
	Iteration 99Q: 3 clusters Score -1.620505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16205046.000000 Penalty: 5723.350098
	Iteration 100F: 3 clusters Score -1.620505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 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 357 members 
Entering Unmasked Estep 
Score: -102732.789062 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102732.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -102951.984375 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103047.757812 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -103047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103085.804688 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103096.453125 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103099.140625 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103101.023438 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103102.265625 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -103102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -103102.265625 Penalty: 3234.228271
	Iteration 8F: 3 clusters Score -103102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Entering Unmasked Estep 
Score: -2528050.500000 Penalty: 2419.452637
	Iteration 0F: 2 clusters Score -2528050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2515727.250000 Penalty: 4838.905273
	Iteration 0F: 3 clusters Score -2515727 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2520071.500000 Penalty: 4838.905273
	Iteration 1F: 3 clusters Score -2520072 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2520826.000000 Penalty: 4838.905273
	Iteration 2F: 3 clusters Score -2520826 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2521632.250000 Penalty: 4838.905273
	Iteration 3F: 3 clusters Score -2521632 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2522577.000000 Penalty: 4838.905273
	Iteration 4F: 3 clusters Score -2522577 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2523639.750000 Penalty: 4838.905273
	Iteration 5F: 3 clusters Score -2523640 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2524654.000000 Penalty: 4838.905273
	Iteration 6F: 3 clusters Score -2524654 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2525433.000000 Penalty: 4838.905273
	Iteration 7F: 3 clusters Score -2525433 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2525942.250000 Penalty: 4838.905273
	Iteration 8Q: 3 clusters Score -2525942 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2526226.750000 Penalty: 4838.905273
	Iteration 9Q: 3 clusters Score -2526227 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2526387.250000 Penalty: 4838.905273
	Iteration 10Q: 3 clusters Score -2526387 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2526464.250000 Penalty: 4838.905273
	Iteration 11Q: 3 clusters Score -2526464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2526533.250000 Penalty: 4838.905273
	Iteration 12Q: 3 clusters Score -2526533 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2526584.000000 Penalty: 4838.905273
	Iteration 13Q: 3 clusters Score -2526584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2526630.750000 Penalty: 4838.905273
	Iteration 14Q: 3 clusters Score -2526631 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2526665.500000 Penalty: 4838.905273
	Iteration 15Q: 3 clusters Score -2526666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2526714.500000 Penalty: 4838.905273
	Iteration 16Q: 3 clusters Score -2526714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2526757.250000 Penalty: 4838.905273
	Iteration 17Q: 3 clusters Score -2526757 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2526827.750000 Penalty: 4838.905273
	Iteration 18Q: 3 clusters Score -2526828 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2526926.000000 Penalty: 4838.905273
	Iteration 19Q: 3 clusters Score -2526926 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2527014.250000 Penalty: 4838.905273
	Iteration 20F: 3 clusters Score -2527014 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2527085.500000 Penalty: 4838.905273
	Iteration 21Q: 3 clusters Score -2527086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2527132.250000 Penalty: 4838.905273
	Iteration 22Q: 3 clusters Score -2527132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2527158.250000 Penalty: 4838.905273
	Iteration 23Q: 3 clusters Score -2527158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2527177.500000 Penalty: 4838.905273
	Iteration 24Q: 3 clusters Score -2527178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2527199.500000 Penalty: 4838.905273
	Iteration 25Q: 3 clusters Score -2527200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2527205.500000 Penalty: 4838.905273
	Iteration 26Q: 3 clusters Score -2527206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2527206.250000 Penalty: 4838.905273
	Iteration 27Q: 3 clusters Score -2527206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2527212.000000 Penalty: 4838.905273
	Iteration 28Q: 3 clusters Score -2527212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2527217.750000 Penalty: 4838.905273
	Iteration 29Q: 3 clusters Score -2527218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2527216.500000 Penalty: 4838.905273
	Iteration 30Q: 3 clusters Score -2527216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2527216.500000 Penalty: 4838.905273
	Iteration 31Q: 3 clusters Score -2527216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2527216.500000 Penalty: 4838.905273
	Iteration 32Q: 3 clusters Score -2527216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2527218.250000 Penalty: 4838.905273
	Iteration 33Q: 3 clusters Score -2527218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2527216.250000 Penalty: 4838.905273
	Iteration 34Q: 3 clusters Score -2527216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2527216.500000 Penalty: 4838.905273
	Iteration 35Q: 3 clusters Score -2527216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2527222.000000 Penalty: 4838.905273
	Iteration 36Q: 3 clusters Score -2527222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2527218.500000 Penalty: 4838.905273
	Iteration 37Q: 3 clusters Score -2527218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2527218.000000 Penalty: 4838.905273
	Iteration 38Q: 3 clusters Score -2527218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2527218.500000 Penalty: 4838.905273
	Iteration 39Q: 3 clusters Score -2527218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2527220.500000 Penalty: 4838.905273
	Iteration 40F: 3 clusters Score -2527220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2527217.750000 Penalty: 4838.905273
	Iteration 41Q: 3 clusters Score -2527218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2527217.750000 Penalty: 4838.905273
	Iteration 42F: 3 clusters Score -2527218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32105.398438 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -32105.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32557.599609 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32830.800781 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32909.980469 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32909.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32928.933594 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32928.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32946.589844 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32946.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32950.062500 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32950.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32950.062500 Penalty: 2812.260986
	Iteration 7F: 3 clusters Score -32950.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1212145.750000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1212146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1205535.000000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1205535 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1207551.125000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1207551 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1207970.375000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1207970 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1208303.500000 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -1208304 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1208586.375000 Penalty: 4473.152832
	Iteration 4F: 3 clusters Score -1208586 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1208822.375000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1208822 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1209055.750000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1209056 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1209264.625000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1209265 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1209482.750000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1209483 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1209671.500000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1209672 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1209794.875000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1209795 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1209878.375000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1209878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1209925.875000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1209926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1209954.375000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1209954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1210002.375000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1210002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1210030.625000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1210031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1210053.625000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1210054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1210074.250000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1210074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1210090.875000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1210091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1210105.750000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1210106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1210113.750000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1210114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1210123.875000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1210124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1210128.375000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1210128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1210127.250000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1210127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1210129.375000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1210129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1210130.750000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1210131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1210133.000000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1210133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1210134.625000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1210135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1210136.250000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1210136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1210136.750000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1210137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1210139.125000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1210139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1210139.875000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1210140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1210137.750000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1210138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1210140.750000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1210141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1210141.750000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1210142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1210141.875000 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1210142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1210143.000000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1210143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1210143.000000 Penalty: 4473.152832
	Iteration 37F: 3 clusters Score -1210143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -5072257.500000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -5072258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5050201.500000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -5050202 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5058254.000000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -5058254 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5058898.000000 Penalty: 5152.376953
	Iteration 2F: 3 clusters Score -5058898 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5059654.000000 Penalty: 5152.376953
	Iteration 3F: 3 clusters Score -5059654 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5060569.500000 Penalty: 5152.376953
	Iteration 4F: 3 clusters Score -5060570 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5061661.500000 Penalty: 5152.376953
	Iteration 5F: 3 clusters Score -5061662 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -5062842.500000 Penalty: 5152.376953
	Iteration 6F: 3 clusters Score -5062842 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -5064055.500000 Penalty: 5152.376953
	Iteration 7F: 3 clusters Score -5064056 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5065146.000000 Penalty: 5152.376953
	Iteration 8F: 3 clusters Score -5065146 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5066166.000000 Penalty: 5152.376953
	Iteration 9Q: 3 clusters Score -5066166 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5067141.000000 Penalty: 5152.376953
	Iteration 10Q: 3 clusters Score -5067141 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5067953.500000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -5067954 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5068695.500000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -5068696 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5069162.000000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -5069162 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5069459.500000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -5069460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5069649.000000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -5069649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5069788.000000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -5069788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5069872.000000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -5069872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5069939.000000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -5069939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5069975.500000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -5069976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5069992.000000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -5069992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5070005.500000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -5070006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5070017.500000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -5070018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5070031.500000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -5070032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5070039.000000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -5070039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5070039.000000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -5070039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5070039.000000 Penalty: 5152.376953
	Iteration 26F: 3 clusters Score -5070039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Entering Unmasked Estep 
Score: -10187677.000000 Penalty: 2746.429443
	Iteration 0F: 2 clusters Score -1.018768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -10144957.000000 Penalty: 5492.858887
	Iteration 0F: 3 clusters Score -1.014496e+07 nChanged 30025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -10161617.000000 Penalty: 5492.858887
	Iteration 1F: 3 clusters Score -1.016162e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -10162383.000000 Penalty: 5492.858887
	Iteration 2Q: 3 clusters Score -1.016238e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -10163350.000000 Penalty: 5492.858887
	Iteration 3Q: 3 clusters Score -1.016335e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -10164774.000000 Penalty: 5492.858887
	Iteration 4Q: 3 clusters Score -1.016477e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -10166713.000000 Penalty: 5492.858887
	Iteration 5F: 3 clusters Score -1.016671e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -10169165.000000 Penalty: 5492.858887
	Iteration 6F: 3 clusters Score -1.016916e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -10172347.000000 Penalty: 5492.858887
	Iteration 7F: 3 clusters Score -1.017235e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -10175504.000000 Penalty: 5492.858887
	Iteration 8F: 3 clusters Score -1.01755e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -10178386.000000 Penalty: 5492.858887
	Iteration 9F: 3 clusters Score -1.017839e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10180436.000000 Penalty: 5492.858887
	Iteration 10Q: 3 clusters Score -1.018044e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -10181863.000000 Penalty: 5492.858887
	Iteration 11Q: 3 clusters Score -1.018186e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -10182777.000000 Penalty: 5492.858887
	Iteration 12Q: 3 clusters Score -1.018278e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -10183409.000000 Penalty: 5492.858887
	Iteration 13Q: 3 clusters Score -1.018341e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -10183797.000000 Penalty: 5492.858887
	Iteration 14Q: 3 clusters Score -1.01838e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -10184135.000000 Penalty: 5492.858887
	Iteration 15Q: 3 clusters Score -1.018414e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10184347.000000 Penalty: 5492.858887
	Iteration 16Q: 3 clusters Score -1.018435e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10184482.000000 Penalty: 5492.858887
	Iteration 17Q: 3 clusters Score -1.018448e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10184644.000000 Penalty: 5492.858887
	Iteration 18Q: 3 clusters Score -1.018464e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10184746.000000 Penalty: 5492.858887
	Iteration 19Q: 3 clusters Score -1.018475e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10184868.000000 Penalty: 5492.858887
	Iteration 20F: 3 clusters Score -1.018487e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10184989.000000 Penalty: 5492.858887
	Iteration 21Q: 3 clusters Score -1.018499e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10185081.000000 Penalty: 5492.858887
	Iteration 22Q: 3 clusters Score -1.018508e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10185149.000000 Penalty: 5492.858887
	Iteration 23Q: 3 clusters Score -1.018515e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10185226.000000 Penalty: 5492.858887
	Iteration 24Q: 3 clusters Score -1.018523e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10185254.000000 Penalty: 5492.858887
	Iteration 25Q: 3 clusters Score -1.018525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10185271.000000 Penalty: 5492.858887
	Iteration 26Q: 3 clusters Score -1.018527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10185283.000000 Penalty: 5492.858887
	Iteration 27Q: 3 clusters Score -1.018528e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10185322.000000 Penalty: 5492.858887
	Iteration 28Q: 3 clusters Score -1.018532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10185320.000000 Penalty: 5492.858887
	Iteration 29Q: 3 clusters Score -1.018532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10185324.000000 Penalty: 5492.858887
	Iteration 30Q: 3 clusters Score -1.018532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10185341.000000 Penalty: 5492.858887
	Iteration 31Q: 3 clusters Score -1.018534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10185339.000000 Penalty: 5492.858887
	Iteration 32Q: 3 clusters Score -1.018534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10185357.000000 Penalty: 5492.858887
	Iteration 33Q: 3 clusters Score -1.018536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10185359.000000 Penalty: 5492.858887
	Iteration 34Q: 3 clusters Score -1.018536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10185356.000000 Penalty: 5492.858887
	Iteration 35Q: 3 clusters Score -1.018536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10185372.000000 Penalty: 5492.858887
	Iteration 36Q: 3 clusters Score -1.018537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10185357.000000 Penalty: 5492.858887
	Iteration 37Q: 3 clusters Score -1.018536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10185366.000000 Penalty: 5492.858887
	Iteration 38Q: 3 clusters Score -1.018537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10185368.000000 Penalty: 5492.858887
	Iteration 39Q: 3 clusters Score -1.018537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10185372.000000 Penalty: 5492.858887
	Iteration 40F: 3 clusters Score -1.018537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10185377.000000 Penalty: 5492.858887
	Iteration 41Q: 3 clusters Score -1.018538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10185384.000000 Penalty: 5492.858887
	Iteration 42Q: 3 clusters Score -1.018538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10185388.000000 Penalty: 5492.858887
	Iteration 43Q: 3 clusters Score -1.018539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10185387.000000 Penalty: 5492.858887
	Iteration 44Q: 3 clusters Score -1.018539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10185391.000000 Penalty: 5492.858887
	Iteration 45Q: 3 clusters Score -1.018539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10185396.000000 Penalty: 5492.858887
	Iteration 46Q: 3 clusters Score -1.01854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10185400.000000 Penalty: 5492.858887
	Iteration 47Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10185400.000000 Penalty: 5492.858887
	Iteration 48Q: 3 clusters Score -1.01854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10185400.000000 Penalty: 5492.858887
	Iteration 49Q: 3 clusters Score -1.01854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10185396.000000 Penalty: 5492.858887
	Iteration 50Q: 3 clusters Score -1.01854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10185396.000000 Penalty: 5492.858887
	Iteration 51Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10185395.000000 Penalty: 5492.858887
	Iteration 52Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10185399.000000 Penalty: 5492.858887
	Iteration 53Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10185396.000000 Penalty: 5492.858887
	Iteration 54Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10185400.000000 Penalty: 5492.858887
	Iteration 55Q: 3 clusters Score -1.01854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10185406.000000 Penalty: 5492.858887
	Iteration 56Q: 3 clusters Score -1.018541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10185407.000000 Penalty: 5492.858887
	Iteration 57Q: 3 clusters Score -1.018541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10185410.000000 Penalty: 5492.858887
	Iteration 58Q: 3 clusters Score -1.018541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10185414.000000 Penalty: 5492.858887
	Iteration 59Q: 3 clusters Score -1.018541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10185433.000000 Penalty: 5492.858887
	Iteration 60F: 3 clusters Score -1.018543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10185432.000000 Penalty: 5492.858887
	Iteration 61Q: 3 clusters Score -1.018543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10185432.000000 Penalty: 5492.858887
	Iteration 62F: 3 clusters Score -1.018543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Entering Unmasked Estep 
Score: -2678025.500000 Penalty: 2429.107422
	Iteration 0F: 2 clusters Score -2678026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2665276.250000 Penalty: 4858.214844
	Iteration 0F: 3 clusters Score -2665276 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2669699.750000 Penalty: 4858.214844
	Iteration 1F: 3 clusters Score -2669700 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2670368.500000 Penalty: 4858.214844
	Iteration 2F: 3 clusters Score -2670368 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2670995.250000 Penalty: 4858.214844
	Iteration 3F: 3 clusters Score -2670995 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2671670.250000 Penalty: 4858.214844
	Iteration 4F: 3 clusters Score -2671670 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2672391.750000 Penalty: 4858.214844
	Iteration 5F: 3 clusters Score -2672392 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2673166.000000 Penalty: 4858.214844
	Iteration 6F: 3 clusters Score -2673166 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2673929.500000 Penalty: 4858.214844
	Iteration 7F: 3 clusters Score -2673930 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2674601.500000 Penalty: 4858.214844
	Iteration 8F: 3 clusters Score -2674602 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2675057.250000 Penalty: 4858.214844
	Iteration 9Q: 3 clusters Score -2675057 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2675360.250000 Penalty: 4858.214844
	Iteration 10Q: 3 clusters Score -2675360 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2675559.500000 Penalty: 4858.214844
	Iteration 11Q: 3 clusters Score -2675560 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2675684.250000 Penalty: 4858.214844
	Iteration 12Q: 3 clusters Score -2675684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2675766.250000 Penalty: 4858.214844
	Iteration 13Q: 3 clusters Score -2675766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2675828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2675852.500000 Penalty: 4858.214844
	Iteration 15Q: 3 clusters Score -2675852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2675901.750000 Penalty: 4858.214844
	Iteration 16Q: 3 clusters Score -2675902 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2675943.750000 Penalty: 4858.214844
	Iteration 17Q: 3 clusters Score -2675944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2675992.500000 Penalty: 4858.214844
	Iteration 18Q: 3 clusters Score -2675992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2676032.250000 Penalty: 4858.214844
	Iteration 19Q: 3 clusters Score -2676032 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2676065.750000 Penalty: 4858.214844
	Iteration 20F: 3 clusters Score -2676066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2676104.000000 Penalty: 4858.214844
	Iteration 21Q: 3 clusters Score -2676104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2676134.750000 Penalty: 4858.214844
	Iteration 22Q: 3 clusters Score -2676135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2676170.500000 Penalty: 4858.214844
	Iteration 23Q: 3 clusters Score -2676170 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2676207.250000 Penalty: 4858.214844
	Iteration 24Q: 3 clusters Score -2676207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2676237.250000 Penalty: 4858.214844
	Iteration 25Q: 3 clusters Score -2676237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2676256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2676275.750000 Penalty: 4858.214844
	Iteration 27Q: 3 clusters Score -2676276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2676294.500000 Penalty: 4858.214844
	Iteration 28Q: 3 clusters Score -2676294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2676304.500000 Penalty: 4858.214844
	Iteration 29Q: 3 clusters Score -2676304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2676318.250000 Penalty: 4858.214844
	Iteration 30Q: 3 clusters Score -2676318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2676321.750000 Penalty: 4858.214844
	Iteration 31Q: 3 clusters Score -2676322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2676331.500000 Penalty: 4858.214844
	Iteration 32Q: 3 clusters Score -2676332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2676332.500000 Penalty: 4858.214844
	Iteration 33Q: 3 clusters Score -2676332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2676337.000000 Penalty: 4858.214844
	Iteration 34Q: 3 clusters Score -2676337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2676351.000000 Penalty: 4858.214844
	Iteration 35Q: 3 clusters Score -2676351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2676372.500000 Penalty: 4858.214844
	Iteration 36Q: 3 clusters Score -2676372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2676379.500000 Penalty: 4858.214844
	Iteration 37Q: 3 clusters Score -2676380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2676382.750000 Penalty: 4858.214844
	Iteration 38Q: 3 clusters Score -2676383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2676388.250000 Penalty: 4858.214844
	Iteration 39Q: 3 clusters Score -2676388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2676387.750000 Penalty: 4858.214844
	Iteration 40F: 3 clusters Score -2676388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2676389.000000 Penalty: 4858.214844
	Iteration 41Q: 3 clusters Score -2676389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2676396.750000 Penalty: 4858.214844
	Iteration 42Q: 3 clusters Score -2676397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2676401.750000 Penalty: 4858.214844
	Iteration 43Q: 3 clusters Score -2676402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2676405.500000 Penalty: 4858.214844
	Iteration 44Q: 3 clusters Score -2676406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2676417.000000 Penalty: 4858.214844
	Iteration 45Q: 3 clusters Score -2676417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2676426.000000 Penalty: 4858.214844
	Iteration 46Q: 3 clusters Score -2676426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2676428.750000 Penalty: 4858.214844
	Iteration 47Q: 3 clusters Score -2676429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2676433.500000 Penalty: 4858.214844
	Iteration 48Q: 3 clusters Score -2676434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2676431.500000 Penalty: 4858.214844
	Iteration 49Q: 3 clusters Score -2676432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2676430.500000 Penalty: 4858.214844
	Iteration 50Q: 3 clusters Score -2676430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2676431.250000 Penalty: 4858.214844
	Iteration 51Q: 3 clusters Score -2676431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2676442.250000 Penalty: 4858.214844
	Iteration 52Q: 3 clusters Score -2676442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 4858.214844
	Iteration 53Q: 3 clusters Score -2676440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2676445.500000 Penalty: 4858.214844
	Iteration 54Q: 3 clusters Score -2676446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2676439.500000 Penalty: 4858.214844
	Iteration 55Q: 3 clusters Score -2676440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2676440.000000 Penalty: 4858.214844
	Iteration 56Q: 3 clusters Score -2676440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2676439.000000 Penalty: 4858.214844
	Iteration 57Q: 3 clusters Score -2676439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2676437.750000 Penalty: 4858.214844
	Iteration 58Q: 3 clusters Score -2676438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2676445.250000 Penalty: 4858.214844
	Iteration 59Q: 3 clusters Score -2676445 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2676448.250000 Penalty: 4858.214844
	Iteration 60F: 3 clusters Score -2676448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2676451.250000 Penalty: 4858.214844
	Iteration 61Q: 3 clusters Score -2676451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2676451.750000 Penalty: 4858.214844
	Iteration 62Q: 3 clusters Score -2676452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2676456.500000 Penalty: 4858.214844
	Iteration 63Q: 3 clusters Score -2676456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2676459.250000 Penalty: 4858.214844
	Iteration 64Q: 3 clusters Score -2676459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2676455.750000 Penalty: 4858.214844
	Iteration 65Q: 3 clusters Score -2676456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2676458.750000 Penalty: 4858.214844
	Iteration 66Q: 3 clusters Score -2676459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2676453.250000 Penalty: 4858.214844
	Iteration 67Q: 3 clusters Score -2676453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2676455.500000 Penalty: 4858.214844
	Iteration 68Q: 3 clusters Score -2676456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2676459.500000 Penalty: 4858.214844
	Iteration 69Q: 3 clusters Score -2676460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2676458.250000 Penalty: 4858.214844
	Iteration 70Q: 3 clusters Score -2676458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2676466.250000 Penalty: 4858.214844
	Iteration 71Q: 3 clusters Score -2676466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2676470.250000 Penalty: 4858.214844
	Iteration 72Q: 3 clusters Score -2676470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2676474.250000 Penalty: 4858.214844
	Iteration 73Q: 3 clusters Score -2676474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2676478.000000 Penalty: 4858.214844
	Iteration 74Q: 3 clusters Score -2676478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2676480.750000 Penalty: 4858.214844
	Iteration 75Q: 3 clusters Score -2676481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2676471.250000 Penalty: 4858.214844
	Iteration 76Q: 3 clusters Score -2676471 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2676473.250000 Penalty: 4858.214844
	Iteration 77Q: 3 clusters Score -2676473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2676477.500000 Penalty: 4858.214844
	Iteration 78Q: 3 clusters Score -2676478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2676478.750000 Penalty: 4858.214844
	Iteration 79Q: 3 clusters Score -2676479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2676482.750000 Penalty: 4858.214844
	Iteration 80F: 3 clusters Score -2676483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2676482.750000 Penalty: 4858.214844
	Iteration 81Q: 3 clusters Score -2676483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2676482.000000 Penalty: 4858.214844
	Iteration 82Q: 3 clusters Score -2676482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2676489.750000 Penalty: 4858.214844
	Iteration 83Q: 3 clusters Score -2676490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2676486.250000 Penalty: 4858.214844
	Iteration 84Q: 3 clusters Score -2676486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2676485.500000 Penalty: 4858.214844
	Iteration 85Q: 3 clusters Score -2676486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2676484.750000 Penalty: 4858.214844
	Iteration 86Q: 3 clusters Score -2676485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2676481.250000 Penalty: 4858.214844
	Iteration 87Q: 3 clusters Score -2676481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2676482.500000 Penalty: 4858.214844
	Iteration 88Q: 3 clusters Score -2676482 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2676482 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2676488.500000 Penalty: 4858.214844
	Iteration 90Q: 3 clusters Score -2676488 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2676487.250000 Penalty: 4858.214844
	Iteration 91Q: 3 clusters Score -2676487 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2676488.250000 Penalty: 4858.214844
	Iteration 92Q: 3 clusters Score -2676488 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2676487.750000 Penalty: 4858.214844
	Iteration 93Q: 3 clusters Score -2676488 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2676486.750000 Penalty: 4858.214844
	Iteration 94Q: 3 clusters Score -2676487 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2676486.750000 Penalty: 4858.214844
	Iteration 95F: 3 clusters Score -2676487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 137 members 
Entering Unmasked Estep 
Score: -35290.964844 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35290.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35405.132812 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35405.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35441.917969 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35441.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35483.464844 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35483.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35503.980469 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35503.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35509.484375 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35509.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35509.484375 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -35509.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Entering Unmasked Estep 
Score: -6474325.500000 Penalty: 2638.733398
	Iteration 0F: 2 clusters Score -6474326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -6446097.000000 Penalty: 5277.466797
	Iteration 0F: 3 clusters Score -6446097 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -6456679.000000 Penalty: 5277.466797
	Iteration 1F: 3 clusters Score -6456679 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6457444.500000 Penalty: 5277.466797
	Iteration 2Q: 3 clusters Score -6457444 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6458367.000000 Penalty: 5277.466797
	Iteration 3Q: 3 clusters Score -6458367 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -6459402.000000 Penalty: 5277.466797
	Iteration 4Q: 3 clusters Score -6459402 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6460379.500000 Penalty: 5277.466797
	Iteration 5F: 3 clusters Score -6460380 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -6461200.000000 Penalty: 5277.466797
	Iteration 6F: 3 clusters Score -6461200 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -6462156.500000 Penalty: 5277.466797
	Iteration 7F: 3 clusters Score -6462156 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6463076.500000 Penalty: 5277.466797
	Iteration 8F: 3 clusters Score -6463076 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -6464049.500000 Penalty: 5277.466797
	Iteration 9Q: 3 clusters Score -6464050 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6465016.000000 Penalty: 5277.466797
	Iteration 10Q: 3 clusters Score -6465016 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -6466087.500000 Penalty: 5277.466797
	Iteration 11Q: 3 clusters Score -6466088 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6467258.500000 Penalty: 5277.466797
	Iteration 12Q: 3 clusters Score -6467258 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -6468458.000000 Penalty: 5277.466797
	Iteration 13Q: 3 clusters Score -6468458 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -6469596.000000 Penalty: 5277.466797
	Iteration 14Q: 3 clusters Score -6469596 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6470516.500000 Penalty: 5277.466797
	Iteration 15Q: 3 clusters Score -6470516 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6471285.000000 Penalty: 5277.466797
	Iteration 16Q: 3 clusters Score -6471285 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -6471933.000000 Penalty: 5277.466797
	Iteration 17Q: 3 clusters Score -6471933 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6472466.500000 Penalty: 5277.466797
	Iteration 18Q: 3 clusters Score -6472466 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -6472883.000000 Penalty: 5277.466797
	Iteration 19Q: 3 clusters Score -6472883 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -6473225.500000 Penalty: 5277.466797
	Iteration 20F: 3 clusters Score -6473226 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -6473504.000000 Penalty: 5277.466797
	Iteration 21Q: 3 clusters Score -6473504 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -6473706.500000 Penalty: 5277.466797
	Iteration 22Q: 3 clusters Score -6473706 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -6473832.500000 Penalty: 5277.466797
	Iteration 23Q: 3 clusters Score -6473832 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6473908.500000 Penalty: 5277.466797
	Iteration 24Q: 3 clusters Score -6473908 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -6473998.000000 Penalty: 5277.466797
	Iteration 25Q: 3 clusters Score -6473998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -6474039.500000 Penalty: 5277.466797
	Iteration 26Q: 3 clusters Score -6474040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -6474105.000000 Penalty: 5277.466797
	Iteration 27Q: 3 clusters Score -6474105 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -6474171.500000 Penalty: 5277.466797
	Iteration 28Q: 3 clusters Score -6474172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -6474240.000000 Penalty: 5277.466797
	Iteration 29Q: 3 clusters Score -6474240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -6474347.000000 Penalty: 5277.466797
	Iteration 30Q: 3 clusters Score -6474347 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6474460.500000 Penalty: 5277.466797
	Iteration 31Q: 3 clusters Score -6474460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -6474593.000000 Penalty: 5277.466797
	Iteration 32Q: 3 clusters Score -6474593 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -6474658.500000 Penalty: 5277.466797
	Iteration 33Q: 3 clusters Score -6474658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -6474702.000000 Penalty: 5277.466797
	Iteration 34Q: 3 clusters Score -6474702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -6474713.500000 Penalty: 5277.466797
	Iteration 35Q: 3 clusters Score -6474714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6474704.000000 Penalty: 5277.466797
	Iteration 36Q: 3 clusters Score -6474704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6474704.000000 Penalty: 5277.466797
	Iteration 37Q: 3 clusters Score -6474704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6474709.000000 Penalty: 5277.466797
	Iteration 38Q: 3 clusters Score -6474709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -6474714.500000 Penalty: 5277.466797
	Iteration 39Q: 3 clusters Score -6474714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -6474711.500000 Penalty: 5277.466797
	Iteration 40F: 3 clusters Score -6474712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -6474708.000000 Penalty: 5277.466797
	Iteration 41Q: 3 clusters Score -6474708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6474711.000000 Penalty: 5277.466797
	Iteration 42Q: 3 clusters Score -6474711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -6474708.000000 Penalty: 5277.466797
	Iteration 43Q: 3 clusters Score -6474708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -6474708.000000 Penalty: 5277.466797
	Iteration 44F: 3 clusters Score -6474708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 39892 members 
Entering Unmasked Estep 
Score: -120398872.000000 Penalty: 148260.671875
Splitting cluster 18 changes total score from -120399408.000000 to -120398872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 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 708 members 
Entering Unmasked Estep 
Score: -215075.187500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215075.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -215474.953125 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215475 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215590.703125 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215590.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -215660.453125 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -215660.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -215708.265625 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -215708.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215737.312500 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -215737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215764.015625 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -215764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215785.593750 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -215785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215801.468750 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -215801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -215819.562500 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -215819.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215840.656250 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -215840.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -215864.359375 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -215864.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215914.437500 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -215914.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -215971.843750 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -215971.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -216019.812500 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -216019.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216069.703125 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -216069.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -216110.953125 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -216111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -216141.500000 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -216141.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -216162.625000 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -216162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -216170.390625 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -216170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -216176.421875 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -216176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -216185.921875 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -216185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -216209.031250 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -216209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -216251.734375 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -216251.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -216276.812500 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -216276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -216290.234375 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -216290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -216300.328125 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -216300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -216306.765625 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -216306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -216308.984375 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -216309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -216311.750000 Penalty: 3613.951172
	Iteration 29Q: 3 clusters Score -216311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -216313.000000 Penalty: 3613.951172
	Iteration 30Q: 3 clusters Score -216313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -216313.000000 Penalty: 3613.951172
	Iteration 31F: 3 clusters Score -216313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -1959073.500000 Penalty: 2349.306885
	Iteration 0F: 2 clusters Score -1959074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1949510.250000 Penalty: 4698.613770
	Iteration 0F: 3 clusters Score -1949510 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1952627.375000 Penalty: 4698.613770
	Iteration 1F: 3 clusters Score -1952627 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1953179.125000 Penalty: 4698.613770
	Iteration 2F: 3 clusters Score -1953179 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1953774.125000 Penalty: 4698.613770
	Iteration 3F: 3 clusters Score -1953774 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1954344.000000 Penalty: 4698.613770
	Iteration 4F: 3 clusters Score -1954344 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1954822.375000 Penalty: 4698.613770
	Iteration 5F: 3 clusters Score -1954822 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1955237.750000 Penalty: 4698.613770
	Iteration 6Q: 3 clusters Score -1955238 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1955547.875000 Penalty: 4698.613770
	Iteration 7Q: 3 clusters Score -1955548 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1955808.125000 Penalty: 4698.613770
	Iteration 8Q: 3 clusters Score -1955808 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1956050.875000 Penalty: 4698.613770
	Iteration 9Q: 3 clusters Score -1956051 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1956245.875000 Penalty: 4698.613770
	Iteration 10Q: 3 clusters Score -1956246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1956426.875000 Penalty: 4698.613770
	Iteration 11Q: 3 clusters Score -1956427 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1956623.750000 Penalty: 4698.613770
	Iteration 12Q: 3 clusters Score -1956624 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1956827.875000 Penalty: 4698.613770
	Iteration 13Q: 3 clusters Score -1956828 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1957026.125000 Penalty: 4698.613770
	Iteration 14Q: 3 clusters Score -1957026 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1957221.625000 Penalty: 4698.613770
	Iteration 15Q: 3 clusters Score -1957222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1957406.000000 Penalty: 4698.613770
	Iteration 16Q: 3 clusters Score -1957406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1957564.625000 Penalty: 4698.613770
	Iteration 17Q: 3 clusters Score -1957565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1957711.500000 Penalty: 4698.613770
	Iteration 18Q: 3 clusters Score -1957712 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1957837.625000 Penalty: 4698.613770
	Iteration 19Q: 3 clusters Score -1957838 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1957906.250000 Penalty: 4698.613770
	Iteration 20F: 3 clusters Score -1957906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1957967.875000 Penalty: 4698.613770
	Iteration 21Q: 3 clusters Score -1957968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1957999.750000 Penalty: 4698.613770
	Iteration 22Q: 3 clusters Score -1958000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1958027.625000 Penalty: 4698.613770
	Iteration 23Q: 3 clusters Score -1958028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1958048.375000 Penalty: 4698.613770
	Iteration 24Q: 3 clusters Score -1958048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1958057.125000 Penalty: 4698.613770
	Iteration 25Q: 3 clusters Score -1958057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1958070.750000 Penalty: 4698.613770
	Iteration 26Q: 3 clusters Score -1958071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1958075.875000 Penalty: 4698.613770
	Iteration 27Q: 3 clusters Score -1958076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1958086.625000 Penalty: 4698.613770
	Iteration 28Q: 3 clusters Score -1958087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1958095.875000 Penalty: 4698.613770
	Iteration 29Q: 3 clusters Score -1958096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1958094.500000 Penalty: 4698.613770
	Iteration 30Q: 3 clusters Score -1958094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1958095.250000 Penalty: 4698.613770
	Iteration 31Q: 3 clusters Score -1958095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1958098.375000 Penalty: 4698.613770
	Iteration 32Q: 3 clusters Score -1958098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1958098.875000 Penalty: 4698.613770
	Iteration 33Q: 3 clusters Score -1958099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1958101.375000 Penalty: 4698.613770
	Iteration 34Q: 3 clusters Score -1958101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1958103.250000 Penalty: 4698.613770
	Iteration 35Q: 3 clusters Score -1958103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1958103.250000 Penalty: 4698.613770
	Iteration 36Q: 3 clusters Score -1958103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1958104.125000 Penalty: 4698.613770
	Iteration 37Q: 3 clusters Score -1958104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1958100.875000 Penalty: 4698.613770
	Iteration 38Q: 3 clusters Score -1958101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1958106.250000 Penalty: 4698.613770
	Iteration 39Q: 3 clusters Score -1958106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1958106.875000 Penalty: 4698.613770
	Iteration 40F: 3 clusters Score -1958107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1958107.375000 Penalty: 4698.613770
	Iteration 41Q: 3 clusters Score -1958107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1958107.375000 Penalty: 4698.613770
	Iteration 42F: 3 clusters Score -1958107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -1502863.125000 Penalty: 2283.120605
	Iteration 0F: 2 clusters Score -1502863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1495264.250000 Penalty: 4566.241211
	Iteration 0F: 3 clusters Score -1495264 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1497536.375000 Penalty: 4566.241211
	Iteration 1F: 3 clusters Score -1497536 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1497920.500000 Penalty: 4566.241211
	Iteration 2F: 3 clusters Score -1497920 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1498329.375000 Penalty: 4566.241211
	Iteration 3F: 3 clusters Score -1498329 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1498759.000000 Penalty: 4566.241211
	Iteration 4F: 3 clusters Score -1498759 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1499190.750000 Penalty: 4566.241211
	Iteration 5F: 3 clusters Score -1499191 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1499602.500000 Penalty: 4566.241211
	Iteration 6F: 3 clusters Score -1499602 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1499994.875000 Penalty: 4566.241211
	Iteration 7F: 3 clusters Score -1499995 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1500375.125000 Penalty: 4566.241211
	Iteration 8F: 3 clusters Score -1500375 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1500746.625000 Penalty: 4566.241211
	Iteration 9Q: 3 clusters Score -1500747 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1501055.375000 Penalty: 4566.241211
	Iteration 10Q: 3 clusters Score -1501055 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1501316.625000 Penalty: 4566.241211
	Iteration 11Q: 3 clusters Score -1501317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1501536.500000 Penalty: 4566.241211
	Iteration 12Q: 3 clusters Score -1501536 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1501696.750000 Penalty: 4566.241211
	Iteration 13Q: 3 clusters Score -1501697 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1501829.750000 Penalty: 4566.241211
	Iteration 14Q: 3 clusters Score -1501830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1501942.500000 Penalty: 4566.241211
	Iteration 15Q: 3 clusters Score -1501942 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1502049.750000 Penalty: 4566.241211
	Iteration 16Q: 3 clusters Score -1502050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1502132.500000 Penalty: 4566.241211
	Iteration 17Q: 3 clusters Score -1502132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1502193.625000 Penalty: 4566.241211
	Iteration 18Q: 3 clusters Score -1502194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1502238.375000 Penalty: 4566.241211
	Iteration 19Q: 3 clusters Score -1502238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1502264.375000 Penalty: 4566.241211
	Iteration 20F: 3 clusters Score -1502264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1502277.875000 Penalty: 4566.241211
	Iteration 21Q: 3 clusters Score -1502278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1502290.125000 Penalty: 4566.241211
	Iteration 22Q: 3 clusters Score -1502290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1502303.000000 Penalty: 4566.241211
	Iteration 23Q: 3 clusters Score -1502303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1502305.625000 Penalty: 4566.241211
	Iteration 24Q: 3 clusters Score -1502306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1502308.125000 Penalty: 4566.241211
	Iteration 25Q: 3 clusters Score -1502308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1502310.000000 Penalty: 4566.241211
	Iteration 26Q: 3 clusters Score -1502310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1502312.125000 Penalty: 4566.241211
	Iteration 27Q: 3 clusters Score -1502312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1502316.125000 Penalty: 4566.241211
	Iteration 28Q: 3 clusters Score -1502316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1502318.500000 Penalty: 4566.241211
	Iteration 29Q: 3 clusters Score -1502318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1502318.250000 Penalty: 4566.241211
	Iteration 30Q: 3 clusters Score -1502318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1502320.500000 Penalty: 4566.241211
	Iteration 31Q: 3 clusters Score -1502320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1502318.375000 Penalty: 4566.241211
	Iteration 32Q: 3 clusters Score -1502318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1502320.875000 Penalty: 4566.241211
	Iteration 33Q: 3 clusters Score -1502321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1502323.375000 Penalty: 4566.241211
	Iteration 34Q: 3 clusters Score -1502323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1502326.375000 Penalty: 4566.241211
	Iteration 35Q: 3 clusters Score -1502326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1502328.000000 Penalty: 4566.241211
	Iteration 36Q: 3 clusters Score -1502328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1502326.250000 Penalty: 4566.241211
	Iteration 37Q: 3 clusters Score -1502326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1502326.000000 Penalty: 4566.241211
	Iteration 38Q: 3 clusters Score -1502326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1502324.000000 Penalty: 4566.241211
	Iteration 39Q: 3 clusters Score -1502324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1502324.875000 Penalty: 4566.241211
	Iteration 40F: 3 clusters Score -1502325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1502325.500000 Penalty: 4566.241211
	Iteration 41Q: 3 clusters Score -1502326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1502327.500000 Penalty: 4566.241211
	Iteration 42Q: 3 clusters Score -1502328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1502325.250000 Penalty: 4566.241211
	Iteration 43Q: 3 clusters Score -1502325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1502325.250000 Penalty: 4566.241211
	Iteration 44Q: 3 clusters Score -1502325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1502325.000000 Penalty: 4566.241211
	Iteration 45Q: 3 clusters Score -1502325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1502324.500000 Penalty: 4566.241211
	Iteration 46Q: 3 clusters Score -1502324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1502325.875000 Penalty: 4566.241211
	Iteration 47Q: 3 clusters Score -1502326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1502328.375000 Penalty: 4566.241211
	Iteration 48Q: 3 clusters Score -1502328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1502327.000000 Penalty: 4566.241211
	Iteration 49Q: 3 clusters Score -1502327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1502327.125000 Penalty: 4566.241211
	Iteration 50Q: 3 clusters Score -1502327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1502330.875000 Penalty: 4566.241211
	Iteration 51Q: 3 clusters Score -1502331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1502331.000000 Penalty: 4566.241211
	Iteration 52Q: 3 clusters Score -1502331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1502331.375000 Penalty: 4566.241211
	Iteration 53Q: 3 clusters Score -1502331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1502332.625000 Penalty: 4566.241211
	Iteration 54Q: 3 clusters Score -1502333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1502332.375000 Penalty: 4566.241211
	Iteration 55Q: 3 clusters Score -1502332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1502333.625000 Penalty: 4566.241211
	Iteration 56Q: 3 clusters Score -1502334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1502333.625000 Penalty: 4566.241211
	Iteration 57F: 3 clusters Score -1502334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1042401.000000 Penalty: 2195.531738
	Iteration 0F: 2 clusters Score -1042401 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 3501 members 
Entering Unmasked Estep 
Score: -1036673.125000 Penalty: 4391.063477
	Iteration 0F: 3 clusters Score -1036673 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1038198.625000 Penalty: 4391.063477
	Iteration 1F: 3 clusters Score -1038199 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1038518.437500 Penalty: 4391.063477
	Iteration 2F: 3 clusters Score -1038518 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1038761.000000 Penalty: 4391.063477
	Iteration 3F: 3 clusters Score -1038761 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1038942.750000 Penalty: 4391.063477
	Iteration 4Q: 3 clusters Score -1038943 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1039092.187500 Penalty: 4391.063477
	Iteration 5Q: 3 clusters Score -1039092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1039213.625000 Penalty: 4391.063477
	Iteration 6Q: 3 clusters Score -1039214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1039309.812500 Penalty: 4391.063477
	Iteration 7Q: 3 clusters Score -1039310 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1039410.000000 Penalty: 4391.063477
	Iteration 8Q: 3 clusters Score -1039410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1039501.062500 Penalty: 4391.063477
	Iteration 9Q: 3 clusters Score -1039501 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1039573.187500 Penalty: 4391.063477
	Iteration 10Q: 3 clusters Score -1039573 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1039624.437500 Penalty: 4391.063477
	Iteration 11Q: 3 clusters Score -1039624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1039679.562500 Penalty: 4391.063477
	Iteration 12Q: 3 clusters Score -1039680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1039735.375000 Penalty: 4391.063477
	Iteration 13Q: 3 clusters Score -1039735 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1039787.562500 Penalty: 4391.063477
	Iteration 14Q: 3 clusters Score -1039788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1039851.625000 Penalty: 4391.063477
	Iteration 15Q: 3 clusters Score -1039852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1039908.687500 Penalty: 4391.063477
	Iteration 16Q: 3 clusters Score -1039909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1039966.125000 Penalty: 4391.063477
	Iteration 17Q: 3 clusters Score -1039966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1040023.562500 Penalty: 4391.063477
	Iteration 18Q: 3 clusters Score -1040024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1040080.062500 Penalty: 4391.063477
	Iteration 19Q: 3 clusters Score -1040080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1040142.437500 Penalty: 4391.063477
	Iteration 20F: 3 clusters Score -1040142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1040204.062500 Penalty: 4391.063477
	Iteration 21Q: 3 clusters Score -1040204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1040276.562500 Penalty: 4391.063477
	Iteration 22Q: 3 clusters Score -1040277 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1040368.125000 Penalty: 4391.063477
	Iteration 23Q: 3 clusters Score -1040368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1040491.062500 Penalty: 4391.063477
	Iteration 24Q: 3 clusters Score -1040491 nChanged 171
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: -1040628.875000 Penalty: 4391.063477
	Iteration 25Q: 3 clusters Score -1040629 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1040746.312500 Penalty: 4391.063477
	Iteration 26Q: 3 clusters Score -1040746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1040826.500000 Penalty: 4391.063477
	Iteration 27Q: 3 clusters Score -1040826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1040904.625000 Penalty: 4391.063477
	Iteration 28Q: 3 clusters Score -1040905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1040962.937500 Penalty: 4391.063477
	Iteration 29Q: 3 clusters Score -1040963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1041004.875000 Penalty: 4391.063477
	Iteration 30Q: 3 clusters Score -1041005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1041030.625000 Penalty: 4391.063477
	Iteration 31Q: 3 clusters Score -1041031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1041059.687500 Penalty: 4391.063477
	Iteration 32Q: 3 clusters Score -1041060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1041087.937500 Penalty: 4391.063477
	Iteration 33Q: 3 clusters Score -1041088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1041123.250000 Penalty: 4391.063477
	Iteration 34Q: 3 clusters Score -1041123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1041156.375000 Penalty: 4391.063477
	Iteration 35Q: 3 clusters Score -1041156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1041194.687500 Penalty: 4391.063477
	Iteration 36Q: 3 clusters Score -1041195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1041226.562500 Penalty: 4391.063477
	Iteration 37Q: 3 clusters Score -1041227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1041257.937500 Penalty: 4391.063477
	Iteration 38Q: 3 clusters Score -1041258 nChanged 41
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: -1041277.937500 Penalty: 4391.063477
	Iteration 39Q: 3 clusters Score -1041278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1041297.625000 Penalty: 4391.063477
	Iteration 40F: 3 clusters Score -1041298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1041323.125000 Penalty: 4391.063477
	Iteration 41Q: 3 clusters Score -1041323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1041345.250000 Penalty: 4391.063477
	Iteration 42Q: 3 clusters Score -1041345 nChanged 44
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: -1041381.687500 Penalty: 4391.063477
	Iteration 43Q: 3 clusters Score -1041382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1041435.625000 Penalty: 4391.063477
	Iteration 44Q: 3 clusters Score -1041436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1041473.750000 Penalty: 4391.063477
	Iteration 45Q: 3 clusters Score -1041474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1041501.750000 Penalty: 4391.063477
	Iteration 46Q: 3 clusters Score -1041502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1041526.437500 Penalty: 4391.063477
	Iteration 47Q: 3 clusters Score -1041526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1041545.000000 Penalty: 4391.063477
	Iteration 48Q: 3 clusters Score -1041545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1041555.812500 Penalty: 4391.063477
	Iteration 49Q: 3 clusters Score -1041556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1041558.250000 Penalty: 4391.063477
	Iteration 50Q: 3 clusters Score -1041558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1041565.687500 Penalty: 4391.063477
	Iteration 51Q: 3 clusters Score -1041566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1041568.312500 Penalty: 4391.063477
	Iteration 52Q: 3 clusters Score -1041568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1041572.312500 Penalty: 4391.063477
	Iteration 53Q: 3 clusters Score -1041572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1041572.375000 Penalty: 4391.063477
	Iteration 54Q: 3 clusters Score -1041572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1041571.687500 Penalty: 4391.063477
	Iteration 55Q: 3 clusters Score -1041572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1041571.875000 Penalty: 4391.063477
	Iteration 56Q: 3 clusters Score -1041572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1041572.625000 Penalty: 4391.063477
	Iteration 57Q: 3 clusters Score -1041573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1041574.500000 Penalty: 4391.063477
	Iteration 58Q: 3 clusters Score -1041574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1041574.250000 Penalty: 4391.063477
	Iteration 59Q: 3 clusters Score -1041574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1041578.000000 Penalty: 4391.063477
	Iteration 60F: 3 clusters Score -1041578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1041580.312500 Penalty: 4391.063477
	Iteration 61Q: 3 clusters Score -1041580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1041581.062500 Penalty: 4391.063477
	Iteration 62Q: 3 clusters Score -1041581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1041580.937500 Penalty: 4391.063477
	Iteration 63Q: 3 clusters Score -1041581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1041579.750000 Penalty: 4391.063477
	Iteration 64Q: 3 clusters Score -1041580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1041581.437500 Penalty: 4391.063477
	Iteration 65Q: 3 clusters Score -1041581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1041581.437500 Penalty: 4391.063477
	Iteration 66F: 3 clusters Score -1041581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -1506248.000000 Penalty: 2284.585693
	Iteration 0F: 2 clusters Score -1506248 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 4964 members 
Entering Unmasked Estep 
Score: -1498598.500000 Penalty: 4569.171387
	Iteration 0F: 3 clusters Score -1498598 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1500847.750000 Penalty: 4569.171387
	Iteration 1F: 3 clusters Score -1500848 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1501224.125000 Penalty: 4569.171387
	Iteration 2F: 3 clusters Score -1501224 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1501519.625000 Penalty: 4569.171387
	Iteration 3F: 3 clusters Score -1501520 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1501818.125000 Penalty: 4569.171387
	Iteration 4F: 3 clusters Score -1501818 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1502157.500000 Penalty: 4569.171387
	Iteration 5Q: 3 clusters Score -1502158 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1502490.375000 Penalty: 4569.171387
	Iteration 6Q: 3 clusters Score -1502490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1502857.750000 Penalty: 4569.171387
	Iteration 7Q: 3 clusters Score -1502858 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1503220.125000 Penalty: 4569.171387
	Iteration 8Q: 3 clusters Score -1503220 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1503520.250000 Penalty: 4569.171387
	Iteration 9Q: 3 clusters Score -1503520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1503759.500000 Penalty: 4569.171387
	Iteration 10Q: 3 clusters Score -1503760 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1503920.250000 Penalty: 4569.171387
	Iteration 11Q: 3 clusters Score -1503920 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1504049.250000 Penalty: 4569.171387
	Iteration 12Q: 3 clusters Score -1504049 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1504127.750000 Penalty: 4569.171387
	Iteration 13Q: 3 clusters Score -1504128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1504185.000000 Penalty: 4569.171387
	Iteration 14Q: 3 clusters Score -1504185 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1504215.875000 Penalty: 4569.171387
	Iteration 15Q: 3 clusters Score -1504216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1504246.625000 Penalty: 4569.171387
	Iteration 16Q: 3 clusters Score -1504247 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1504272.375000 Penalty: 4569.171387
	Iteration 17Q: 3 clusters Score -1504272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1504289.875000 Penalty: 4569.171387
	Iteration 18Q: 3 clusters Score -1504290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1504301.500000 Penalty: 4569.171387
	Iteration 19Q: 3 clusters Score -1504302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1504306.375000 Penalty: 4569.171387
	Iteration 20F: 3 clusters Score -1504306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1504321.875000 Penalty: 4569.171387
	Iteration 21Q: 3 clusters Score -1504322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1504335.750000 Penalty: 4569.171387
	Iteration 22Q: 3 clusters Score -1504336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1504341.250000 Penalty: 4569.171387
	Iteration 23Q: 3 clusters Score -1504341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1504344.625000 Penalty: 4569.171387
	Iteration 24Q: 3 clusters Score -1504345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1504347.125000 Penalty: 4569.171387
	Iteration 25Q: 3 clusters Score -1504347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1504358.750000 Penalty: 4569.171387
	Iteration 26Q: 3 clusters Score -1504359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1504362.125000 Penalty: 4569.171387
	Iteration 27Q: 3 clusters Score -1504362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1504368.500000 Penalty: 4569.171387
	Iteration 28Q: 3 clusters Score -1504368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1504372.875000 Penalty: 4569.171387
	Iteration 29Q: 3 clusters Score -1504373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1504388.250000 Penalty: 4569.171387
	Iteration 30Q: 3 clusters Score -1504388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1504394.750000 Penalty: 4569.171387
	Iteration 31Q: 3 clusters Score -1504395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1504412.000000 Penalty: 4569.171387
	Iteration 32Q: 3 clusters Score -1504412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1504429.250000 Penalty: 4569.171387
	Iteration 33Q: 3 clusters Score -1504429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1504449.750000 Penalty: 4569.171387
	Iteration 34Q: 3 clusters Score -1504450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1504469.875000 Penalty: 4569.171387
	Iteration 35Q: 3 clusters Score -1504470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1504487.250000 Penalty: 4569.171387
	Iteration 36Q: 3 clusters Score -1504487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1504498.875000 Penalty: 4569.171387
	Iteration 37Q: 3 clusters Score -1504499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1504512.375000 Penalty: 4569.171387
	Iteration 38Q: 3 clusters Score -1504512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1504526.625000 Penalty: 4569.171387
	Iteration 39Q: 3 clusters Score -1504527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1504542.125000 Penalty: 4569.171387
	Iteration 40F: 3 clusters Score -1504542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1504561.500000 Penalty: 4569.171387
	Iteration 41Q: 3 clusters Score -1504562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1504579.250000 Penalty: 4569.171387
	Iteration 42Q: 3 clusters Score -1504579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1504599.750000 Penalty: 4569.171387
	Iteration 43Q: 3 clusters Score -1504600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1504624.125000 Penalty: 4569.171387
	Iteration 44Q: 3 clusters Score -1504624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1504644.500000 Penalty: 4569.171387
	Iteration 45Q: 3 clusters Score -1504644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1504668.875000 Penalty: 4569.171387
	Iteration 46Q: 3 clusters Score -1504669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1504684.750000 Penalty: 4569.171387
	Iteration 47Q: 3 clusters Score -1504685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1504696.750000 Penalty: 4569.171387
	Iteration 48Q: 3 clusters Score -1504697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1504708.875000 Penalty: 4569.171387
	Iteration 49Q: 3 clusters Score -1504709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1504724.125000 Penalty: 4569.171387
	Iteration 50Q: 3 clusters Score -1504724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1504748.125000 Penalty: 4569.171387
	Iteration 51Q: 3 clusters Score -1504748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1504759.250000 Penalty: 4569.171387
	Iteration 52Q: 3 clusters Score -1504759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1504769.375000 Penalty: 4569.171387
	Iteration 53Q: 3 clusters Score -1504769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1504785.500000 Penalty: 4569.171387
	Iteration 54Q: 3 clusters Score -1504786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1504791.375000 Penalty: 4569.171387
	Iteration 55Q: 3 clusters Score -1504791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1504797.375000 Penalty: 4569.171387
	Iteration 56Q: 3 clusters Score -1504797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1504805.375000 Penalty: 4569.171387
	Iteration 57Q: 3 clusters Score -1504805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1504809.500000 Penalty: 4569.171387
	Iteration 58Q: 3 clusters Score -1504810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1504814.625000 Penalty: 4569.171387
	Iteration 59Q: 3 clusters Score -1504815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1504818.500000 Penalty: 4569.171387
	Iteration 60F: 3 clusters Score -1504818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1504819.125000 Penalty: 4569.171387
	Iteration 61Q: 3 clusters Score -1504819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1504820.625000 Penalty: 4569.171387
	Iteration 62Q: 3 clusters Score -1504821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1504820.750000 Penalty: 4569.171387
	Iteration 63Q: 3 clusters Score -1504821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1504823.375000 Penalty: 4569.171387
	Iteration 64Q: 3 clusters Score -1504823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1504823.000000 Penalty: 4569.171387
	Iteration 65Q: 3 clusters Score -1504823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1504824.375000 Penalty: 4569.171387
	Iteration 66Q: 3 clusters Score -1504824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1504824.125000 Penalty: 4569.171387
	Iteration 67Q: 3 clusters Score -1504824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1504822.125000 Penalty: 4569.171387
	Iteration 68Q: 3 clusters Score -1504822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1504822.500000 Penalty: 4569.171387
	Iteration 69Q: 3 clusters Score -1504822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1504822.500000 Penalty: 4569.171387
	Iteration 70F: 3 clusters Score -1504822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Entering Unmasked Estep 
Score: -9601378.000000 Penalty: 2734.693115
	Iteration 0F: 2 clusters Score -9601378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -9560085.000000 Penalty: 5469.386230
	Iteration 0F: 3 clusters Score -9560085 nChanged 28627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -9575951.000000 Penalty: 5469.386230
	Iteration 1F: 3 clusters Score -9575951 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -9576739.000000 Penalty: 5469.386230
	Iteration 2Q: 3 clusters Score -9576739 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -9577807.000000 Penalty: 5469.386230
	Iteration 3Q: 3 clusters Score -9577807 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -9579265.000000 Penalty: 5469.386230
	Iteration 4F: 3 clusters Score -9579265 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -9581543.000000 Penalty: 5469.386230
	Iteration 5F: 3 clusters Score -9581543 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -9585330.000000 Penalty: 5469.386230
	Iteration 6F: 3 clusters Score -9585330 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9589975.000000 Penalty: 5469.386230
	Iteration 7F: 3 clusters Score -9589975 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -9594230.000000 Penalty: 5469.386230
	Iteration 8F: 3 clusters Score -9594230 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9596880.000000 Penalty: 5469.386230
	Iteration 9Q: 3 clusters Score -9596880 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9598088.000000 Penalty: 5469.386230
	Iteration 10Q: 3 clusters Score -9598088 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9598578.000000 Penalty: 5469.386230
	Iteration 11Q: 3 clusters Score -9598578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9598769.000000 Penalty: 5469.386230
	Iteration 12Q: 3 clusters Score -9598769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9598855.000000 Penalty: 5469.386230
	Iteration 13Q: 3 clusters Score -9598855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9598925.000000 Penalty: 5469.386230
	Iteration 14Q: 3 clusters Score -9598925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9598956.000000 Penalty: 5469.386230
	Iteration 15Q: 3 clusters Score -9598956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9598973.000000 Penalty: 5469.386230
	Iteration 16Q: 3 clusters Score -9598973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9598996.000000 Penalty: 5469.386230
	Iteration 17Q: 3 clusters Score -9598996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9599003.000000 Penalty: 5469.386230
	Iteration 18Q: 3 clusters Score -9599003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9599021.000000 Penalty: 5469.386230
	Iteration 19Q: 3 clusters Score -9599021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9599041.000000 Penalty: 5469.386230
	Iteration 20F: 3 clusters Score -9599041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9599034.000000 Penalty: 5469.386230
	Iteration 21Q: 3 clusters Score -9599034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9599038.000000 Penalty: 5469.386230
	Iteration 22Q: 3 clusters Score -9599038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9599049.000000 Penalty: 5469.386230
	Iteration 23Q: 3 clusters Score -9599049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9599049.000000 Penalty: 5469.386230
	Iteration 24Q: 3 clusters Score -9599049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9599056.000000 Penalty: 5469.386230
	Iteration 25Q: 3 clusters Score -9599056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9599051.000000 Penalty: 5469.386230
	Iteration 26Q: 3 clusters Score -9599051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9599058.000000 Penalty: 5469.386230
	Iteration 27Q: 3 clusters Score -9599058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9599062.000000 Penalty: 5469.386230
	Iteration 28Q: 3 clusters Score -9599062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9599060.000000 Penalty: 5469.386230
	Iteration 29Q: 3 clusters Score -9599060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9599062.000000 Penalty: 5469.386230
	Iteration 30Q: 3 clusters Score -9599062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9599064.000000 Penalty: 5469.386230
	Iteration 31Q: 3 clusters Score -9599064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9599064.000000 Penalty: 5469.386230
	Iteration 32F: 3 clusters Score -9599064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Entering Unmasked Estep 
Score: -4412078.000000 Penalty: 2541.503906
	Iteration 0F: 2 clusters Score -4412078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4392891.500000 Penalty: 5083.007812
	Iteration 0F: 3 clusters Score -4392892 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4399664.000000 Penalty: 5083.007812
	Iteration 1F: 3 clusters Score -4399664 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4400223.500000 Penalty: 5083.007812
	Iteration 2F: 3 clusters Score -4400224 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4400676.000000 Penalty: 5083.007812
	Iteration 3Q: 3 clusters Score -4400676 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4401106.500000 Penalty: 5083.007812
	Iteration 4Q: 3 clusters Score -4401106 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4401506.500000 Penalty: 5083.007812
	Iteration 5Q: 3 clusters Score -4401506 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4401972.000000 Penalty: 5083.007812
	Iteration 6Q: 3 clusters Score -4401972 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4402460.000000 Penalty: 5083.007812
	Iteration 7Q: 3 clusters Score -4402460 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4403085.000000 Penalty: 5083.007812
	Iteration 8Q: 3 clusters Score -4403085 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4403759.000000 Penalty: 5083.007812
	Iteration 9Q: 3 clusters Score -4403759 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4404568.000000 Penalty: 5083.007812
	Iteration 10Q: 3 clusters Score -4404568 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4405540.000000 Penalty: 5083.007812
	Iteration 11Q: 3 clusters Score -4405540 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4406420.000000 Penalty: 5083.007812
	Iteration 12Q: 3 clusters Score -4406420 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4407226.500000 Penalty: 5083.007812
	Iteration 13Q: 3 clusters Score -4407226 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4407935.000000 Penalty: 5083.007812
	Iteration 14Q: 3 clusters Score -4407935 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4408573.500000 Penalty: 5083.007812
	Iteration 15Q: 3 clusters Score -4408574 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4409053.000000 Penalty: 5083.007812
	Iteration 16Q: 3 clusters Score -4409053 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4409459.500000 Penalty: 5083.007812
	Iteration 17Q: 3 clusters Score -4409460 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4409766.500000 Penalty: 5083.007812
	Iteration 18Q: 3 clusters Score -4409766 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4410007.500000 Penalty: 5083.007812
	Iteration 19Q: 3 clusters Score -4410008 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4410155.000000 Penalty: 5083.007812
	Iteration 20F: 3 clusters Score -4410155 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4410257.500000 Penalty: 5083.007812
	Iteration 21Q: 3 clusters Score -4410258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4410325.500000 Penalty: 5083.007812
	Iteration 22Q: 3 clusters Score -4410326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4410360.000000 Penalty: 5083.007812
	Iteration 23Q: 3 clusters Score -4410360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4410376.500000 Penalty: 5083.007812
	Iteration 24Q: 3 clusters Score -4410376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4410402.500000 Penalty: 5083.007812
	Iteration 25Q: 3 clusters Score -4410402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4410424.000000 Penalty: 5083.007812
	Iteration 26Q: 3 clusters Score -4410424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4410436.000000 Penalty: 5083.007812
	Iteration 27Q: 3 clusters Score -4410436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4410442.500000 Penalty: 5083.007812
	Iteration 28Q: 3 clusters Score -4410442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4410453.500000 Penalty: 5083.007812
	Iteration 29Q: 3 clusters Score -4410454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4410458.000000 Penalty: 5083.007812
	Iteration 30Q: 3 clusters Score -4410458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4410461.000000 Penalty: 5083.007812
	Iteration 31Q: 3 clusters Score -4410461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4410479.000000 Penalty: 5083.007812
	Iteration 32Q: 3 clusters Score -4410479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4410470.000000 Penalty: 5083.007812
	Iteration 33Q: 3 clusters Score -4410470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4410479.500000 Penalty: 5083.007812
	Iteration 34Q: 3 clusters Score -4410480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4410490.000000 Penalty: 5083.007812
	Iteration 35Q: 3 clusters Score -4410490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4410489.000000 Penalty: 5083.007812
	Iteration 36Q: 3 clusters Score -4410489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4410500.500000 Penalty: 5083.007812
	Iteration 37Q: 3 clusters Score -4410500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4410500.000000 Penalty: 5083.007812
	Iteration 38Q: 3 clusters Score -4410500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4410504.500000 Penalty: 5083.007812
	Iteration 39Q: 3 clusters Score -4410504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4410507.000000 Penalty: 5083.007812
	Iteration 40F: 3 clusters Score -4410507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4410512.000000 Penalty: 5083.007812
	Iteration 41Q: 3 clusters Score -4410512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4410517.500000 Penalty: 5083.007812
	Iteration 42Q: 3 clusters Score -4410518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4410518.000000 Penalty: 5083.007812
	Iteration 43Q: 3 clusters Score -4410518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4410517.500000 Penalty: 5083.007812
	Iteration 44Q: 3 clusters Score -4410518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4410520.500000 Penalty: 5083.007812
	Iteration 45Q: 3 clusters Score -4410520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4410516.500000 Penalty: 5083.007812
	Iteration 46Q: 3 clusters Score -4410516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4410517.500000 Penalty: 5083.007812
	Iteration 47Q: 3 clusters Score -4410518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4410513.500000 Penalty: 5083.007812
	Iteration 48Q: 3 clusters Score -4410514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4410514.500000 Penalty: 5083.007812
	Iteration 49Q: 3 clusters Score -4410514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4410514.500000 Penalty: 5083.007812
	Iteration 50F: 3 clusters Score -4410514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -1148171.375000 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -1148171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1142015.125000 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -1142015 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1143992.125000 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -1143992 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1144835.625000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -1144836 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1145797.625000 Penalty: 4439.528809
	Iteration 3F: 3 clusters Score -1145798 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1146445.000000 Penalty: 4439.528809
	Iteration 4F: 3 clusters Score -1146445 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1146882.375000 Penalty: 4439.528809
	Iteration 5F: 3 clusters Score -1146882 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1147131.000000 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -1147131 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1147295.125000 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -1147295 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1147434.875000 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -1147435 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1147572.375000 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -1147572 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1147675.875000 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -1147676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1147778.500000 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -1147778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1147892.125000 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -1147892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1148023.375000 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -1148023 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1148178.125000 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -1148178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1148302.000000 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -1148302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1148389.625000 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -1148390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1148423.000000 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -1148423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1148436.125000 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -1148436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1148443.500000 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -1148444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1148453.750000 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -1148454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1148462.875000 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -1148463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1148465.625000 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -1148466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1148468.125000 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -1148468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1148470.250000 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -1148470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1148476.375000 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -1148476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1148478.250000 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -1148478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1148477.625000 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -1148478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1148477.625000 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -1148478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1148479.750000 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -1148480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1148480.750000 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -1148481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1148486.000000 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -1148486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1148487.750000 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -1148488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1148491.875000 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -1148492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1148493.625000 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -1148494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1148497.375000 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -1148497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1148497.750000 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -1148498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1148500.375000 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -1148500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1148502.250000 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -1148502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1148506.750000 Penalty: 4439.528809
	Iteration 39Q: 3 clusters Score -1148507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1148508.000000 Penalty: 4439.528809
	Iteration 40F: 3 clusters Score -1148508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1148509.125000 Penalty: 4439.528809
	Iteration 41Q: 3 clusters Score -1148509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1148509.375000 Penalty: 4439.528809
	Iteration 42Q: 3 clusters Score -1148509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1148509.375000 Penalty: 4439.528809
	Iteration 43F: 3 clusters Score -1148509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 6397 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 1316 members 
Entering Unmasked Estep 
Score: -120398520.000000 Penalty: 148260.671875
Splitting cluster 26 changes total score from -120399408.000000 to -120398520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -162927.781250 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -162927.8 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 569 members 
Entering Unmasked Estep 
Score: -160926.187500 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -160926.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161215.562500 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -161215.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161275.906250 Penalty: 3471.260742
	Iteration 2Q: 3 clusters Score -161275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161309.671875 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -161309.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161336.046875 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -161336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -161358.859375 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -161358.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161372.750000 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -161372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161380.484375 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -161380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -161391.765625 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -161391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161402.093750 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -161402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161404.593750 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -161404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161404.593750 Penalty: 3471.260742
	Iteration 11F: 3 clusters Score -161404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -177137.640625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -177137.6 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 579 members 
Entering Unmasked Estep 
Score: -175089.984375 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -175090 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175400.546875 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -175400.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -175563.515625 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -175563.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175749.046875 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -175749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175951.031250 Penalty: 3515.436523
	Iteration 4F: 3 clusters Score -175951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176235.453125 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -176235.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -176504.500000 Penalty: 3515.436523
	Iteration 6F: 3 clusters Score -176504.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -176794.546875 Penalty: 3515.436523
	Iteration 7F: 3 clusters Score -176794.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -177123.828125 Penalty: 3515.436523
	Iteration 8F: 3 clusters Score -177123.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -177312.234375 Penalty: 3515.436523
	Iteration 9F: 3 clusters Score -177312.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -177442.843750 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -177442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -177537.937500 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -177537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -177567.906250 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -177567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -177575.296875 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -177575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -177578.078125 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -177578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -177578.078125 Penalty: 3515.436523
	Iteration 15F: 3 clusters Score -177578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 381 members 
Entering Unmasked Estep 
Score: -120398200.000000 Penalty: 148260.671875
Splitting cluster 28 changes total score from -120399408.000000 to -120398200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67469.578125 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67469.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67627.234375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67627.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67663.937500 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67663.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67686.632812 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67686.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67694.765625 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67694.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67694.765625 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -67694.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183742.484375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183742.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184304.968750 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184305 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184756.671875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184756.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185224.500000 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -185224.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185537.703125 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -185537.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185685.328125 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -185685.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -185771.234375 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -185771.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -185834.859375 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185834.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185885.968750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -185922.843750 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185941.625000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185946.984375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -185949.000000 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185950.375000 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185950.375000 Penalty: 3579.852051
	Iteration 14F: 3 clusters Score -185950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 603 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 760 members 
Entering Unmasked Estep 
Score: -120397912.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120399408.000000 to -120397912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Entering Unmasked Estep 
Score: -9678817.000000 Penalty: 2739.025146
	Iteration 0F: 2 clusters Score -9678817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -9636667.000000 Penalty: 5478.050293
	Iteration 0F: 3 clusters Score -9636667 nChanged 29321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -9653236.000000 Penalty: 5478.050293
	Iteration 1F: 3 clusters Score -9653236 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -9653876.000000 Penalty: 5478.050293
	Iteration 2Q: 3 clusters Score -9653876 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -9654423.000000 Penalty: 5478.050293
	Iteration 3Q: 3 clusters Score -9654423 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9655055.000000 Penalty: 5478.050293
	Iteration 4Q: 3 clusters Score -9655055 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -9655819.000000 Penalty: 5478.050293
	Iteration 5Q: 3 clusters Score -9655819 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -9657015.000000 Penalty: 5478.050293
	Iteration 6Q: 3 clusters Score -9657015 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -9658440.000000 Penalty: 5478.050293
	Iteration 7F: 3 clusters Score -9658440 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -9660191.000000 Penalty: 5478.050293
	Iteration 8F: 3 clusters Score -9660191 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -9662443.000000 Penalty: 5478.050293
	Iteration 9F: 3 clusters Score -9662443 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -9664796.000000 Penalty: 5478.050293
	Iteration 10F: 3 clusters Score -9664796 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -9667240.000000 Penalty: 5478.050293
	Iteration 11F: 3 clusters Score -9667240 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -9669479.000000 Penalty: 5478.050293
	Iteration 12Q: 3 clusters Score -9669479 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9671598.000000 Penalty: 5478.050293
	Iteration 13Q: 3 clusters Score -9671598 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9673377.000000 Penalty: 5478.050293
	Iteration 14Q: 3 clusters Score -9673377 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9674669.000000 Penalty: 5478.050293
	Iteration 15Q: 3 clusters Score -9674669 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9675497.000000 Penalty: 5478.050293
	Iteration 16Q: 3 clusters Score -9675497 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9675968.000000 Penalty: 5478.050293
	Iteration 17Q: 3 clusters Score -9675968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9676159.000000 Penalty: 5478.050293
	Iteration 18Q: 3 clusters Score -9676159 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9676279.000000 Penalty: 5478.050293
	Iteration 19Q: 3 clusters Score -9676279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9676342.000000 Penalty: 5478.050293
	Iteration 20F: 3 clusters Score -9676342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9676394.000000 Penalty: 5478.050293
	Iteration 21Q: 3 clusters Score -9676394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9676419.000000 Penalty: 5478.050293
	Iteration 22Q: 3 clusters Score -9676419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9676438.000000 Penalty: 5478.050293
	Iteration 23Q: 3 clusters Score -9676438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9676450.000000 Penalty: 5478.050293
	Iteration 24Q: 3 clusters Score -9676450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9676469.000000 Penalty: 5478.050293
	Iteration 25Q: 3 clusters Score -9676469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9676472.000000 Penalty: 5478.050293
	Iteration 26Q: 3 clusters Score -9676472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9676484.000000 Penalty: 5478.050293
	Iteration 27Q: 3 clusters Score -9676484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9676485.000000 Penalty: 5478.050293
	Iteration 28Q: 3 clusters Score -9676485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9676488.000000 Penalty: 5478.050293
	Iteration 29Q: 3 clusters Score -9676488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9676484.000000 Penalty: 5478.050293
	Iteration 30Q: 3 clusters Score -9676484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9676494.000000 Penalty: 5478.050293
	Iteration 31Q: 3 clusters Score -9676494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9676492.000000 Penalty: 5478.050293
	Iteration 32Q: 3 clusters Score -9676492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9676493.000000 Penalty: 5478.050293
	Iteration 33Q: 3 clusters Score -9676493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9676496.000000 Penalty: 5478.050293
	Iteration 34Q: 3 clusters Score -9676496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9676503.000000 Penalty: 5478.050293
	Iteration 35Q: 3 clusters Score -9676503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9676493.000000 Penalty: 5478.050293
	Iteration 36Q: 3 clusters Score -9676493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9676502.000000 Penalty: 5478.050293
	Iteration 37Q: 3 clusters Score -9676502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9676504.000000 Penalty: 5478.050293
	Iteration 38Q: 3 clusters Score -9676504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9676498.000000 Penalty: 5478.050293
	Iteration 39Q: 3 clusters Score -9676498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9676498.000000 Penalty: 5478.050293
	Iteration 40F: 3 clusters Score -9676498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9676508.000000 Penalty: 5478.050293
	Iteration 41Q: 3 clusters Score -9676508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9676501.000000 Penalty: 5478.050293
	Iteration 42Q: 3 clusters Score -9676501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9676516.000000 Penalty: 5478.050293
	Iteration 43Q: 3 clusters Score -9676516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9676516.000000 Penalty: 5478.050293
	Iteration 44F: 3 clusters Score -9676516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (54975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Entering Unmasked Estep 
Score: -8694996.000000 Penalty: 2706.829102
	Iteration 0F: 2 clusters Score -8694996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -8658160.000000 Penalty: 5413.658203
	Iteration 0F: 3 clusters Score -8658160 nChanged 25457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -8672169.000000 Penalty: 5413.658203
	Iteration 1F: 3 clusters Score -8672169 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -8672760.000000 Penalty: 5413.658203
	Iteration 2Q: 3 clusters Score -8672760 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -8673483.000000 Penalty: 5413.658203
	Iteration 3Q: 3 clusters Score -8673483 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -8674354.000000 Penalty: 5413.658203
	Iteration 4Q: 3 clusters Score -8674354 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -8675609.000000 Penalty: 5413.658203
	Iteration 5Q: 3 clusters Score -8675609 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -8677536.000000 Penalty: 5413.658203
	Iteration 6F: 3 clusters Score -8677536 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -8680102.000000 Penalty: 5413.658203
	Iteration 7F: 3 clusters Score -8680102 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8683319.000000 Penalty: 5413.658203
	Iteration 8F: 3 clusters Score -8683319 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -8686392.000000 Penalty: 5413.658203
	Iteration 9F: 3 clusters Score -8686392 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -8688997.000000 Penalty: 5413.658203
	Iteration 10F: 3 clusters Score -8688997 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -8690710.000000 Penalty: 5413.658203
	Iteration 11Q: 3 clusters Score -8690710 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -8691638.000000 Penalty: 5413.658203
	Iteration 12Q: 3 clusters Score -8691638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -8692135.000000 Penalty: 5413.658203
	Iteration 13Q: 3 clusters Score -8692135 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -8692387.000000 Penalty: 5413.658203
	Iteration 14Q: 3 clusters Score -8692387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -8692506.000000 Penalty: 5413.658203
	Iteration 15Q: 3 clusters Score -8692506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -8692584.000000 Penalty: 5413.658203
	Iteration 16Q: 3 clusters Score -8692584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -8692611.000000 Penalty: 5413.658203
	Iteration 17Q: 3 clusters Score -8692611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -8692640.000000 Penalty: 5413.658203
	Iteration 18Q: 3 clusters Score -8692640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -8692670.000000 Penalty: 5413.658203
	Iteration 19Q: 3 clusters Score -8692670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -8692690.000000 Penalty: 5413.658203
	Iteration 20F: 3 clusters Score -8692690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -8692719.000000 Penalty: 5413.658203
	Iteration 21Q: 3 clusters Score -8692719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -8692721.000000 Penalty: 5413.658203
	Iteration 22Q: 3 clusters Score -8692721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -8692722.000000 Penalty: 5413.658203
	Iteration 23Q: 3 clusters Score -8692722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -8692739.000000 Penalty: 5413.658203
	Iteration 24Q: 3 clusters Score -8692739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -8692744.000000 Penalty: 5413.658203
	Iteration 25Q: 3 clusters Score -8692744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -8692759.000000 Penalty: 5413.658203
	Iteration 26Q: 3 clusters Score -8692759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -8692762.000000 Penalty: 5413.658203
	Iteration 27Q: 3 clusters Score -8692762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -8692763.000000 Penalty: 5413.658203
	Iteration 28Q: 3 clusters Score -8692763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -8692766.000000 Penalty: 5413.658203
	Iteration 29Q: 3 clusters Score -8692766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -8692769.000000 Penalty: 5413.658203
	Iteration 30Q: 3 clusters Score -8692769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -8692763.000000 Penalty: 5413.658203
	Iteration 31Q: 3 clusters Score -8692763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -8692773.000000 Penalty: 5413.658203
	Iteration 32Q: 3 clusters Score -8692773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -8692775.000000 Penalty: 5413.658203
	Iteration 33Q: 3 clusters Score -8692775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -8692775.000000 Penalty: 5413.658203
	Iteration 34Q: 3 clusters Score -8692775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -8692783.000000 Penalty: 5413.658203
	Iteration 35Q: 3 clusters Score -8692783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -8692774.000000 Penalty: 5413.658203
	Iteration 36Q: 3 clusters Score -8692774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -8692774.000000 Penalty: 5413.658203
	Iteration 37F: 3 clusters Score -8692774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -92592.312500 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -92592.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91096.648438 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -91096.65 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91660.859375 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -91660.86 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92018.789062 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -92018.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -92286.296875 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -92286.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92642.468750 Penalty: 3262.619141
	Iteration 4F: 3 clusters Score -92642.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92933.265625 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -92933.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93091.632812 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -93091.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -93135.414062 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -93135.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93151.710938 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -93151.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93159.429688 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -93159.43 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: -93168.382812 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -93168.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93171.679688 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -93171.68 nChanged 1
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: -93178.359375 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -93178.36 nChanged 2
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: -93180.859375 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -93180.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93182.804688 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -93182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93182.804688 Penalty: 3262.619141
	Iteration 15F: 3 clusters Score -93182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 503 members 
Entering Unmasked Estep 
Score: -120398272.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120399408.000000 to -120398272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (19896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Entering Unmasked Estep 
Score: -3114756.250000 Penalty: 2454.771973
	Iteration 0F: 2 clusters Score -3114756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3100848.000000 Penalty: 4909.543945
	Iteration 0F: 3 clusters Score -3100848 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3105603.250000 Penalty: 4909.543945
	Iteration 1F: 3 clusters Score -3105603 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3106266.250000 Penalty: 4909.543945
	Iteration 2F: 3 clusters Score -3106266 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3107016.000000 Penalty: 4909.543945
	Iteration 3F: 3 clusters Score -3107016 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3107854.250000 Penalty: 4909.543945
	Iteration 4F: 3 clusters Score -3107854 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3108700.000000 Penalty: 4909.543945
	Iteration 5F: 3 clusters Score -3108700 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3109339.750000 Penalty: 4909.543945
	Iteration 6F: 3 clusters Score -3109340 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3109817.250000 Penalty: 4909.543945
	Iteration 7Q: 3 clusters Score -3109817 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3110083.250000 Penalty: 4909.543945
	Iteration 8Q: 3 clusters Score -3110083 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3110257.000000 Penalty: 4909.543945
	Iteration 9Q: 3 clusters Score -3110257 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3110341.500000 Penalty: 4909.543945
	Iteration 10Q: 3 clusters Score -3110342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3110404.500000 Penalty: 4909.543945
	Iteration 11Q: 3 clusters Score -3110404 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3110445.000000 Penalty: 4909.543945
	Iteration 12Q: 3 clusters Score -3110445 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3110490.750000 Penalty: 4909.543945
	Iteration 13Q: 3 clusters Score -3110491 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3110511.000000 Penalty: 4909.543945
	Iteration 14Q: 3 clusters Score -3110511 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3110538.750000 Penalty: 4909.543945
	Iteration 15Q: 3 clusters Score -3110539 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3110554.750000 Penalty: 4909.543945
	Iteration 16Q: 3 clusters Score -3110555 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3110581.750000 Penalty: 4909.543945
	Iteration 17Q: 3 clusters Score -3110582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3110608.500000 Penalty: 4909.543945
	Iteration 18Q: 3 clusters Score -3110608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3110628.750000 Penalty: 4909.543945
	Iteration 19Q: 3 clusters Score -3110629 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3110666.250000 Penalty: 4909.543945
	Iteration 20F: 3 clusters Score -3110666 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3110710.000000 Penalty: 4909.543945
	Iteration 21Q: 3 clusters Score -3110710 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3110734.250000 Penalty: 4909.543945
	Iteration 22Q: 3 clusters Score -3110734 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3110770.000000 Penalty: 4909.543945
	Iteration 23Q: 3 clusters Score -3110770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3110807.000000 Penalty: 4909.543945
	Iteration 24Q: 3 clusters Score -3110807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3110852.000000 Penalty: 4909.543945
	Iteration 25Q: 3 clusters Score -3110852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3110878.000000 Penalty: 4909.543945
	Iteration 26Q: 3 clusters Score -3110878 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3110934.250000 Penalty: 4909.543945
	Iteration 27Q: 3 clusters Score -3110934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3110968.750000 Penalty: 4909.543945
	Iteration 28Q: 3 clusters Score -3110969 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3111012.250000 Penalty: 4909.543945
	Iteration 29Q: 3 clusters Score -3111012 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3111047.250000 Penalty: 4909.543945
	Iteration 30Q: 3 clusters Score -3111047 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3111106.250000 Penalty: 4909.543945
	Iteration 31Q: 3 clusters Score -3111106 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3111166.250000 Penalty: 4909.543945
	Iteration 32Q: 3 clusters Score -3111166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3111221.750000 Penalty: 4909.543945
	Iteration 33Q: 3 clusters Score -3111222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3111295.750000 Penalty: 4909.543945
	Iteration 34Q: 3 clusters Score -3111296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3111375.000000 Penalty: 4909.543945
	Iteration 35Q: 3 clusters Score -3111375 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3111487.500000 Penalty: 4909.543945
	Iteration 36Q: 3 clusters Score -3111488 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3111594.750000 Penalty: 4909.543945
	Iteration 37Q: 3 clusters Score -3111595 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3111695.250000 Penalty: 4909.543945
	Iteration 38Q: 3 clusters Score -3111695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3111801.500000 Penalty: 4909.543945
	Iteration 39Q: 3 clusters Score -3111802 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3111894.500000 Penalty: 4909.543945
	Iteration 40F: 3 clusters Score -3111894 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3112000.000000 Penalty: 4909.543945
	Iteration 41Q: 3 clusters Score -3112000 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3112095.500000 Penalty: 4909.543945
	Iteration 42Q: 3 clusters Score -3112096 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3112188.500000 Penalty: 4909.543945
	Iteration 43Q: 3 clusters Score -3112188 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3112267.750000 Penalty: 4909.543945
	Iteration 44Q: 3 clusters Score -3112268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3112334.000000 Penalty: 4909.543945
	Iteration 45Q: 3 clusters Score -3112334 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3112418.500000 Penalty: 4909.543945
	Iteration 46Q: 3 clusters Score -3112418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3112465.750000 Penalty: 4909.543945
	Iteration 47Q: 3 clusters Score -3112466 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3112524.000000 Penalty: 4909.543945
	Iteration 48Q: 3 clusters Score -3112524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3112573.500000 Penalty: 4909.543945
	Iteration 49Q: 3 clusters Score -3112574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3112626.750000 Penalty: 4909.543945
	Iteration 50Q: 3 clusters Score -3112627 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3112670.250000 Penalty: 4909.543945
	Iteration 51Q: 3 clusters Score -3112670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3112718.750000 Penalty: 4909.543945
	Iteration 52Q: 3 clusters Score -3112719 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3112752.750000 Penalty: 4909.543945
	Iteration 53Q: 3 clusters Score -3112753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3112782.750000 Penalty: 4909.543945
	Iteration 54Q: 3 clusters Score -3112783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3112792.500000 Penalty: 4909.543945
	Iteration 55Q: 3 clusters Score -3112792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3112811.750000 Penalty: 4909.543945
	Iteration 56Q: 3 clusters Score -3112812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3112824.500000 Penalty: 4909.543945
	Iteration 57Q: 3 clusters Score -3112824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3112843.500000 Penalty: 4909.543945
	Iteration 58Q: 3 clusters Score -3112844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3112851.000000 Penalty: 4909.543945
	Iteration 59Q: 3 clusters Score -3112851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3112870.750000 Penalty: 4909.543945
	Iteration 60F: 3 clusters Score -3112871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3112877.000000 Penalty: 4909.543945
	Iteration 61Q: 3 clusters Score -3112877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3112890.000000 Penalty: 4909.543945
	Iteration 62Q: 3 clusters Score -3112890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3112904.750000 Penalty: 4909.543945
	Iteration 63Q: 3 clusters Score -3112905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3112913.750000 Penalty: 4909.543945
	Iteration 64Q: 3 clusters Score -3112914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3112925.750000 Penalty: 4909.543945
	Iteration 65Q: 3 clusters Score -3112926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3112935.500000 Penalty: 4909.543945
	Iteration 66Q: 3 clusters Score -3112936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3112946.750000 Penalty: 4909.543945
	Iteration 67Q: 3 clusters Score -3112947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3112953.500000 Penalty: 4909.543945
	Iteration 68Q: 3 clusters Score -3112954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3112958.000000 Penalty: 4909.543945
	Iteration 69Q: 3 clusters Score -3112958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3112966.500000 Penalty: 4909.543945
	Iteration 70Q: 3 clusters Score -3112966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3112982.250000 Penalty: 4909.543945
	Iteration 71Q: 3 clusters Score -3112982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3112985.750000 Penalty: 4909.543945
	Iteration 72Q: 3 clusters Score -3112986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3112992.500000 Penalty: 4909.543945
	Iteration 73Q: 3 clusters Score -3112992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3112998.750000 Penalty: 4909.543945
	Iteration 74Q: 3 clusters Score -3112999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3112998.750000 Penalty: 4909.543945
	Iteration 75Q: 3 clusters Score -3112999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3112999.500000 Penalty: 4909.543945
	Iteration 76Q: 3 clusters Score -3113000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3113001.000000 Penalty: 4909.543945
	Iteration 77Q: 3 clusters Score -3113001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3113005.750000 Penalty: 4909.543945
	Iteration 78Q: 3 clusters Score -3113006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3113008.500000 Penalty: 4909.543945
	Iteration 79Q: 3 clusters Score -3113008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3113014.250000 Penalty: 4909.543945
	Iteration 80F: 3 clusters Score -3113014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3113013.750000 Penalty: 4909.543945
	Iteration 81Q: 3 clusters Score -3113014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3113014.500000 Penalty: 4909.543945
	Iteration 82Q: 3 clusters Score -3113014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3113012.750000 Penalty: 4909.543945
	Iteration 83Q: 3 clusters Score -3113013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3113016.500000 Penalty: 4909.543945
	Iteration 84Q: 3 clusters Score -3113016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3113016.250000 Penalty: 4909.543945
	Iteration 85Q: 3 clusters Score -3113016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3113017.000000 Penalty: 4909.543945
	Iteration 86Q: 3 clusters Score -3113017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3113019.250000 Penalty: 4909.543945
	Iteration 87Q: 3 clusters Score -3113019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3113021.250000 Penalty: 4909.543945
	Iteration 88Q: 3 clusters Score -3113021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3113017.250000 Penalty: 4909.543945
	Iteration 89Q: 3 clusters Score -3113017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3113017.250000 Penalty: 4909.543945
	Iteration 90Q: 3 clusters Score -3113017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3113018.500000 Penalty: 4909.543945
	Iteration 91Q: 3 clusters Score -3113018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3113018.750000 Penalty: 4909.543945
	Iteration 92Q: 3 clusters Score -3113019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3113018.750000 Penalty: 4909.543945
	Iteration 93F: 3 clusters Score -3113019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -456258.375000 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -456258.4 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 1614 members 
Entering Unmasked Estep 
Score: -452921.937500 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -452921.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -454033.156250 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -454033.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -454695.656250 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -454695.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -455302.812500 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -455302.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455636.187500 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -455636.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -455785.750000 Penalty: 3989.338623
	Iteration 5Q: 3 clusters Score -455785.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -455857.562500 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -455857.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -455885.875000 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -455885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -455901.937500 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -455901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -455911.843750 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -455911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -455920.031250 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -455920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -455924.406250 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -455924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455925.562500 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -455925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -455926.718750 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -455926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -455926.718750 Penalty: 3989.338623
	Iteration 14F: 3 clusters Score -455926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Entering Unmasked Estep 
Score: -3057017.000000 Penalty: 2452.819580
	Iteration 0F: 2 clusters Score -3057017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3042972.000000 Penalty: 4905.639160
	Iteration 0F: 3 clusters Score -3042972 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3047589.750000 Penalty: 4905.639160
	Iteration 1F: 3 clusters Score -3047590 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3048056.250000 Penalty: 4905.639160
	Iteration 2F: 3 clusters Score -3048056 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3048560.750000 Penalty: 4905.639160
	Iteration 3F: 3 clusters Score -3048561 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3049073.000000 Penalty: 4905.639160
	Iteration 4F: 3 clusters Score -3049073 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3049654.500000 Penalty: 4905.639160
	Iteration 5F: 3 clusters Score -3049654 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3050232.000000 Penalty: 4905.639160
	Iteration 6F: 3 clusters Score -3050232 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3050895.000000 Penalty: 4905.639160
	Iteration 7F: 3 clusters Score -3050895 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3051514.000000 Penalty: 4905.639160
	Iteration 8F: 3 clusters Score -3051514 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3052027.500000 Penalty: 4905.639160
	Iteration 9F: 3 clusters Score -3052028 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3052385.000000 Penalty: 4905.639160
	Iteration 10Q: 3 clusters Score -3052385 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3052626.000000 Penalty: 4905.639160
	Iteration 11Q: 3 clusters Score -3052626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3052787.500000 Penalty: 4905.639160
	Iteration 12Q: 3 clusters Score -3052788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3052897.500000 Penalty: 4905.639160
	Iteration 13Q: 3 clusters Score -3052898 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3052971.000000 Penalty: 4905.639160
	Iteration 14Q: 3 clusters Score -3052971 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3053021.250000 Penalty: 4905.639160
	Iteration 15Q: 3 clusters Score -3053021 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3053080.000000 Penalty: 4905.639160
	Iteration 16Q: 3 clusters Score -3053080 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3053127.500000 Penalty: 4905.639160
	Iteration 17Q: 3 clusters Score -3053128 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3053140.250000 Penalty: 4905.639160
	Iteration 18Q: 3 clusters Score -3053140 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3053172.750000 Penalty: 4905.639160
	Iteration 19Q: 3 clusters Score -3053173 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3053207.000000 Penalty: 4905.639160
	Iteration 20F: 3 clusters Score -3053207 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3053246.250000 Penalty: 4905.639160
	Iteration 21Q: 3 clusters Score -3053246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3053262.750000 Penalty: 4905.639160
	Iteration 22Q: 3 clusters Score -3053263 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3053296.250000 Penalty: 4905.639160
	Iteration 23Q: 3 clusters Score -3053296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3053311.750000 Penalty: 4905.639160
	Iteration 24Q: 3 clusters Score -3053312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3053346.500000 Penalty: 4905.639160
	Iteration 25Q: 3 clusters Score -3053346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3053353.250000 Penalty: 4905.639160
	Iteration 26Q: 3 clusters Score -3053353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3053381.000000 Penalty: 4905.639160
	Iteration 27Q: 3 clusters Score -3053381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3053402.000000 Penalty: 4905.639160
	Iteration 28Q: 3 clusters Score -3053402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3053421.000000 Penalty: 4905.639160
	Iteration 29Q: 3 clusters Score -3053421 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3053435.250000 Penalty: 4905.639160
	Iteration 30Q: 3 clusters Score -3053435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3053479.750000 Penalty: 4905.639160
	Iteration 31Q: 3 clusters Score -3053480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3053505.250000 Penalty: 4905.639160
	Iteration 32Q: 3 clusters Score -3053505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3053525.000000 Penalty: 4905.639160
	Iteration 33Q: 3 clusters Score -3053525 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3053563.500000 Penalty: 4905.639160
	Iteration 34Q: 3 clusters Score -3053564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3053588.750000 Penalty: 4905.639160
	Iteration 35Q: 3 clusters Score -3053589 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3053609.000000 Penalty: 4905.639160
	Iteration 36Q: 3 clusters Score -3053609 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3053652.500000 Penalty: 4905.639160
	Iteration 37Q: 3 clusters Score -3053652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3053696.000000 Penalty: 4905.639160
	Iteration 38Q: 3 clusters Score -3053696 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3053750.250000 Penalty: 4905.639160
	Iteration 39Q: 3 clusters Score -3053750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3053798.750000 Penalty: 4905.639160
	Iteration 40F: 3 clusters Score -3053799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3053846.750000 Penalty: 4905.639160
	Iteration 41Q: 3 clusters Score -3053847 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3053906.750000 Penalty: 4905.639160
	Iteration 42Q: 3 clusters Score -3053907 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3053978.750000 Penalty: 4905.639160
	Iteration 43Q: 3 clusters Score -3053979 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3054054.750000 Penalty: 4905.639160
	Iteration 44Q: 3 clusters Score -3054055 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3054154.000000 Penalty: 4905.639160
	Iteration 45Q: 3 clusters Score -3054154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3054262.000000 Penalty: 4905.639160
	Iteration 46Q: 3 clusters Score -3054262 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3054377.250000 Penalty: 4905.639160
	Iteration 47Q: 3 clusters Score -3054377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3054508.500000 Penalty: 4905.639160
	Iteration 48Q: 3 clusters Score -3054508 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3054643.250000 Penalty: 4905.639160
	Iteration 49Q: 3 clusters Score -3054643 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3054748.750000 Penalty: 4905.639160
	Iteration 50Q: 3 clusters Score -3054749 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3054852.750000 Penalty: 4905.639160
	Iteration 51Q: 3 clusters Score -3054853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3054910.500000 Penalty: 4905.639160
	Iteration 52Q: 3 clusters Score -3054910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3054973.750000 Penalty: 4905.639160
	Iteration 53Q: 3 clusters Score -3054974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3055025.500000 Penalty: 4905.639160
	Iteration 54Q: 3 clusters Score -3055026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3055075.000000 Penalty: 4905.639160
	Iteration 55Q: 3 clusters Score -3055075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3055103.250000 Penalty: 4905.639160
	Iteration 56Q: 3 clusters Score -3055103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3055144.750000 Penalty: 4905.639160
	Iteration 57Q: 3 clusters Score -3055145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3055172.250000 Penalty: 4905.639160
	Iteration 58Q: 3 clusters Score -3055172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3055208.000000 Penalty: 4905.639160
	Iteration 59Q: 3 clusters Score -3055208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3055235.500000 Penalty: 4905.639160
	Iteration 60F: 3 clusters Score -3055236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3055268.250000 Penalty: 4905.639160
	Iteration 61Q: 3 clusters Score -3055268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3055278.500000 Penalty: 4905.639160
	Iteration 62Q: 3 clusters Score -3055278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3055292.250000 Penalty: 4905.639160
	Iteration 63Q: 3 clusters Score -3055292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3055292.500000 Penalty: 4905.639160
	Iteration 64Q: 3 clusters Score -3055292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3055298.500000 Penalty: 4905.639160
	Iteration 65Q: 3 clusters Score -3055298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3055302.500000 Penalty: 4905.639160
	Iteration 66Q: 3 clusters Score -3055302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3055306.250000 Penalty: 4905.639160
	Iteration 67Q: 3 clusters Score -3055306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3055309.750000 Penalty: 4905.639160
	Iteration 68Q: 3 clusters Score -3055310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3055317.750000 Penalty: 4905.639160
	Iteration 69Q: 3 clusters Score -3055318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3055323.750000 Penalty: 4905.639160
	Iteration 70Q: 3 clusters Score -3055324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3055328.750000 Penalty: 4905.639160
	Iteration 71Q: 3 clusters Score -3055329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3055331.250000 Penalty: 4905.639160
	Iteration 72Q: 3 clusters Score -3055331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3055337.750000 Penalty: 4905.639160
	Iteration 73Q: 3 clusters Score -3055338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3055344.750000 Penalty: 4905.639160
	Iteration 74Q: 3 clusters Score -3055345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3055343.000000 Penalty: 4905.639160
	Iteration 75Q: 3 clusters Score -3055343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3055344.250000 Penalty: 4905.639160
	Iteration 76Q: 3 clusters Score -3055344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3055341.250000 Penalty: 4905.639160
	Iteration 77Q: 3 clusters Score -3055341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3055340.750000 Penalty: 4905.639160
	Iteration 78Q: 3 clusters Score -3055341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3055341.500000 Penalty: 4905.639160
	Iteration 79Q: 3 clusters Score -3055342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3055339.500000 Penalty: 4905.639160
	Iteration 80F: 3 clusters Score -3055340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3055341.500000 Penalty: 4905.639160
	Iteration 81Q: 3 clusters Score -3055342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3055343.000000 Penalty: 4905.639160
	Iteration 82Q: 3 clusters Score -3055343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3055343.000000 Penalty: 4905.639160
	Iteration 83F: 3 clusters Score -3055343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -1005304.812500 Penalty: 2186.653076
	Iteration 0F: 2 clusters Score -1005305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -999643.937500 Penalty: 4373.306152
	Iteration 0F: 3 clusters Score -999643.9 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1001096.687500 Penalty: 4373.306152
	Iteration 1F: 3 clusters Score -1001097 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1001411.250000 Penalty: 4373.306152
	Iteration 2F: 3 clusters Score -1001411 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1001704.312500 Penalty: 4373.306152
	Iteration 3F: 3 clusters Score -1001704 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1002020.000000 Penalty: 4373.306152
	Iteration 4F: 3 clusters Score -1002020 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1002335.812500 Penalty: 4373.306152
	Iteration 5F: 3 clusters Score -1002336 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1002563.125000 Penalty: 4373.306152
	Iteration 6F: 3 clusters Score -1002563 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1002761.312500 Penalty: 4373.306152
	Iteration 7Q: 3 clusters Score -1002761 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1002939.000000 Penalty: 4373.306152
	Iteration 8Q: 3 clusters Score -1002939 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1003054.437500 Penalty: 4373.306152
	Iteration 9Q: 3 clusters Score -1003054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1003169.250000 Penalty: 4373.306152
	Iteration 10Q: 3 clusters Score -1003169 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1003275.312500 Penalty: 4373.306152
	Iteration 11Q: 3 clusters Score -1003275 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1003339.812500 Penalty: 4373.306152
	Iteration 12Q: 3 clusters Score -1003340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1003392.750000 Penalty: 4373.306152
	Iteration 13Q: 3 clusters Score -1003393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1003447.875000 Penalty: 4373.306152
	Iteration 14Q: 3 clusters Score -1003448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1003492.500000 Penalty: 4373.306152
	Iteration 15Q: 3 clusters Score -1003492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1003539.375000 Penalty: 4373.306152
	Iteration 16Q: 3 clusters Score -1003539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1003574.250000 Penalty: 4373.306152
	Iteration 17Q: 3 clusters Score -1003574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1003609.187500 Penalty: 4373.306152
	Iteration 18Q: 3 clusters Score -1003609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1003632.312500 Penalty: 4373.306152
	Iteration 19Q: 3 clusters Score -1003632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1003654.625000 Penalty: 4373.306152
	Iteration 20F: 3 clusters Score -1003655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1003674.562500 Penalty: 4373.306152
	Iteration 21Q: 3 clusters Score -1003675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1003685.562500 Penalty: 4373.306152
	Iteration 22Q: 3 clusters Score -1003686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1003694.375000 Penalty: 4373.306152
	Iteration 23Q: 3 clusters Score -1003694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1003697.812500 Penalty: 4373.306152
	Iteration 24Q: 3 clusters Score -1003698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1003703.937500 Penalty: 4373.306152
	Iteration 25Q: 3 clusters Score -1003704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1003705.187500 Penalty: 4373.306152
	Iteration 26Q: 3 clusters Score -1003705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1003705.250000 Penalty: 4373.306152
	Iteration 27Q: 3 clusters Score -1003705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1003706.750000 Penalty: 4373.306152
	Iteration 28Q: 3 clusters Score -1003707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1003708.375000 Penalty: 4373.306152
	Iteration 29Q: 3 clusters Score -1003708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1003711.937500 Penalty: 4373.306152
	Iteration 30Q: 3 clusters Score -1003712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1003712.562500 Penalty: 4373.306152
	Iteration 31Q: 3 clusters Score -1003713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1003714.187500 Penalty: 4373.306152
	Iteration 32Q: 3 clusters Score -1003714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1003715.562500 Penalty: 4373.306152
	Iteration 33Q: 3 clusters Score -1003716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1003714.875000 Penalty: 4373.306152
	Iteration 34Q: 3 clusters Score -1003715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1003716.187500 Penalty: 4373.306152
	Iteration 35Q: 3 clusters Score -1003716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1003718.312500 Penalty: 4373.306152
	Iteration 36Q: 3 clusters Score -1003718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1003719.812500 Penalty: 4373.306152
	Iteration 37Q: 3 clusters Score -1003720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1003720.312500 Penalty: 4373.306152
	Iteration 38Q: 3 clusters Score -1003720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1003724.500000 Penalty: 4373.306152
	Iteration 39Q: 3 clusters Score -1003724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1003727.187500 Penalty: 4373.306152
	Iteration 40F: 3 clusters Score -1003727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1003726.437500 Penalty: 4373.306152
	Iteration 41Q: 3 clusters Score -1003726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1003730.250000 Penalty: 4373.306152
	Iteration 42Q: 3 clusters Score -1003730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1003730.562500 Penalty: 4373.306152
	Iteration 43Q: 3 clusters Score -1003731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1003731.062500 Penalty: 4373.306152
	Iteration 44Q: 3 clusters Score -1003731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1003733.125000 Penalty: 4373.306152
	Iteration 45Q: 3 clusters Score -1003733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1003732.875000 Penalty: 4373.306152
	Iteration 46Q: 3 clusters Score -1003733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1003734.437500 Penalty: 4373.306152
	Iteration 47Q: 3 clusters Score -1003734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1003733.750000 Penalty: 4373.306152
	Iteration 48Q: 3 clusters Score -1003734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1003735.500000 Penalty: 4373.306152
	Iteration 49Q: 3 clusters Score -1003736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1003735.500000 Penalty: 4373.306152
	Iteration 50F: 3 clusters Score -1003736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -1017342.500000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -1017342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1011683.250000 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -1011683 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1013321.187500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -1013321 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1013757.312500 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -1013757 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1014170.875000 Penalty: 4381.252930
	Iteration 3F: 3 clusters Score -1014171 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1014523.000000 Penalty: 4381.252930
	Iteration 4F: 3 clusters Score -1014523 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1014811.812500 Penalty: 4381.252930
	Iteration 5F: 3 clusters Score -1014812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1015012.875000 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -1015013 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1015172.000000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -1015172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1015301.375000 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -1015301 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1015411.187500 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -1015411 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1015512.875000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -1015513 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1015599.437500 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -1015599 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1015662.062500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -1015662 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1015740.812500 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -1015741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1015826.687500 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -1015827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1015910.000000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -1015910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1015969.750000 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -1015970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1016015.937500 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -1016016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1016063.125000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -1016063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1016099.875000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -1016100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1016122.812500 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -1016123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1016139.437500 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -1016139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1016160.500000 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -1016160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1016172.312500 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -1016172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1016189.062500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -1016189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1016202.062500 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -1016202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1016220.375000 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -1016220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1016229.125000 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -1016229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1016237.750000 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -1016238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1016245.625000 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -1016246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1016253.687500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -1016254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1016262.625000 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -1016263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1016267.500000 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -1016268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1016276.500000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -1016276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1016285.312500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -1016285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1016301.937500 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -1016302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1016327.312500 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -1016327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1016351.250000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -1016351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1016390.500000 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -1016390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1016419.125000 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -1016419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1016459.312500 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -1016459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1016498.875000 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -1016499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1016524.375000 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -1016524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1016549.187500 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -1016549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1016577.125000 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -1016577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1016597.937500 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -1016598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1016617.125000 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -1016617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1016637.500000 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -1016638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1016667.625000 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -1016668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1016687.187500 Penalty: 4381.252930
	Iteration 49Q: 3 clusters Score -1016687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1016723.125000 Penalty: 4381.252930
	Iteration 50Q: 3 clusters Score -1016723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1016749.750000 Penalty: 4381.252930
	Iteration 51Q: 3 clusters Score -1016750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1016775.062500 Penalty: 4381.252930
	Iteration 52Q: 3 clusters Score -1016775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1016817.437500 Penalty: 4381.252930
	Iteration 53Q: 3 clusters Score -1016817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1016889.937500 Penalty: 4381.252930
	Iteration 54Q: 3 clusters Score -1016890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1016949.250000 Penalty: 4381.252930
	Iteration 55Q: 3 clusters Score -1016949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1016976.125000 Penalty: 4381.252930
	Iteration 56Q: 3 clusters Score -1016976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1016994.250000 Penalty: 4381.252930
	Iteration 57Q: 3 clusters Score -1016994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1017002.687500 Penalty: 4381.252930
	Iteration 58Q: 3 clusters Score -1017003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1017006.187500 Penalty: 4381.252930
	Iteration 59Q: 3 clusters Score -1017006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1017049.125000 Penalty: 4381.252930
	Iteration 60F: 3 clusters Score -1017049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1017068.750000 Penalty: 4381.252930
	Iteration 61Q: 3 clusters Score -1017069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1017073.062500 Penalty: 4381.252930
	Iteration 62Q: 3 clusters Score -1017073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1017077.062500 Penalty: 4381.252930
	Iteration 63Q: 3 clusters Score -1017077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1017081.562500 Penalty: 4381.252930
	Iteration 64Q: 3 clusters Score -1017082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1017083.000000 Penalty: 4381.252930
	Iteration 65Q: 3 clusters Score -1017083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1017086.312500 Penalty: 4381.252930
	Iteration 66Q: 3 clusters Score -1017086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1017085.062500 Penalty: 4381.252930
	Iteration 67Q: 3 clusters Score -1017085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1017086.687500 Penalty: 4381.252930
	Iteration 68Q: 3 clusters Score -1017087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1017086.250000 Penalty: 4381.252930
	Iteration 69Q: 3 clusters Score -1017086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1017086.812500 Penalty: 4381.252930
	Iteration 70Q: 3 clusters Score -1017087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1017090.437500 Penalty: 4381.252930
	Iteration 71Q: 3 clusters Score -1017090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1017089.687500 Penalty: 4381.252930
	Iteration 72Q: 3 clusters Score -1017090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1017091.125000 Penalty: 4381.252930
	Iteration 73Q: 3 clusters Score -1017091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1017090.375000 Penalty: 4381.252930
	Iteration 74Q: 3 clusters Score -1017090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1017093.125000 Penalty: 4381.252930
	Iteration 75Q: 3 clusters Score -1017093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1017093.125000 Penalty: 4381.252930
	Iteration 76F: 3 clusters Score -1017093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -936880.187500 Penalty: 2164.247803
	Iteration 0F: 2 clusters Score -936880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -931674.437500 Penalty: 4328.495605
	Iteration 0F: 3 clusters Score -931674.4 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -932938.500000 Penalty: 4328.495605
	Iteration 1F: 3 clusters Score -932938.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -933251.875000 Penalty: 4328.495605
	Iteration 2F: 3 clusters Score -933251.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -933476.062500 Penalty: 4328.495605
	Iteration 3F: 3 clusters Score -933476.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -933665.562500 Penalty: 4328.495605
	Iteration 4Q: 3 clusters Score -933665.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -933819.125000 Penalty: 4328.495605
	Iteration 5Q: 3 clusters Score -933819.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -933950.437500 Penalty: 4328.495605
	Iteration 6Q: 3 clusters Score -933950.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -934078.937500 Penalty: 4328.495605
	Iteration 7Q: 3 clusters Score -934078.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -934206.187500 Penalty: 4328.495605
	Iteration 8Q: 3 clusters Score -934206.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -934332.250000 Penalty: 4328.495605
	Iteration 9Q: 3 clusters Score -934332.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -934440.625000 Penalty: 4328.495605
	Iteration 10Q: 3 clusters Score -934440.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -934554.187500 Penalty: 4328.495605
	Iteration 11Q: 3 clusters Score -934554.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -934660.562500 Penalty: 4328.495605
	Iteration 12Q: 3 clusters Score -934660.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -934748.750000 Penalty: 4328.495605
	Iteration 13Q: 3 clusters Score -934748.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -934829.312500 Penalty: 4328.495605
	Iteration 14Q: 3 clusters Score -934829.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -934892.562500 Penalty: 4328.495605
	Iteration 15Q: 3 clusters Score -934892.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -934964.000000 Penalty: 4328.495605
	Iteration 16Q: 3 clusters Score -934964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -935015.375000 Penalty: 4328.495605
	Iteration 17Q: 3 clusters Score -935015.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -935059.125000 Penalty: 4328.495605
	Iteration 18Q: 3 clusters Score -935059.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -935101.937500 Penalty: 4328.495605
	Iteration 19Q: 3 clusters Score -935101.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -935138.437500 Penalty: 4328.495605
	Iteration 20F: 3 clusters Score -935138.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -935166.562500 Penalty: 4328.495605
	Iteration 21Q: 3 clusters Score -935166.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -935188.937500 Penalty: 4328.495605
	Iteration 22Q: 3 clusters Score -935188.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -935212.562500 Penalty: 4328.495605
	Iteration 23Q: 3 clusters Score -935212.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -935236.000000 Penalty: 4328.495605
	Iteration 24Q: 3 clusters Score -935236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -935254.000000 Penalty: 4328.495605
	Iteration 25Q: 3 clusters Score -935254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -935273.687500 Penalty: 4328.495605
	Iteration 26Q: 3 clusters Score -935273.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -935285.312500 Penalty: 4328.495605
	Iteration 27Q: 3 clusters Score -935285.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -935299.875000 Penalty: 4328.495605
	Iteration 28Q: 3 clusters Score -935299.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -935318.750000 Penalty: 4328.495605
	Iteration 29Q: 3 clusters Score -935318.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -935341.187500 Penalty: 4328.495605
	Iteration 30Q: 3 clusters Score -935341.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -935366.562500 Penalty: 4328.495605
	Iteration 31Q: 3 clusters Score -935366.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -935394.812500 Penalty: 4328.495605
	Iteration 32Q: 3 clusters Score -935394.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -935416.562500 Penalty: 4328.495605
	Iteration 33Q: 3 clusters Score -935416.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -935432.937500 Penalty: 4328.495605
	Iteration 34Q: 3 clusters Score -935432.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -935439.562500 Penalty: 4328.495605
	Iteration 35Q: 3 clusters Score -935439.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -935449.375000 Penalty: 4328.495605
	Iteration 36Q: 3 clusters Score -935449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -935452.437500 Penalty: 4328.495605
	Iteration 37Q: 3 clusters Score -935452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -935459.312500 Penalty: 4328.495605
	Iteration 38Q: 3 clusters Score -935459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -935460.687500 Penalty: 4328.495605
	Iteration 39Q: 3 clusters Score -935460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -935463.562500 Penalty: 4328.495605
	Iteration 40F: 3 clusters Score -935463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -935467.500000 Penalty: 4328.495605
	Iteration 41Q: 3 clusters Score -935467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -935470.812500 Penalty: 4328.495605
	Iteration 42Q: 3 clusters Score -935470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -935470.625000 Penalty: 4328.495605
	Iteration 43Q: 3 clusters Score -935470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -935472.500000 Penalty: 4328.495605
	Iteration 44Q: 3 clusters Score -935472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -935476.000000 Penalty: 4328.495605
	Iteration 45Q: 3 clusters Score -935476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -935479.062500 Penalty: 4328.495605
	Iteration 46Q: 3 clusters Score -935479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -935482.062500 Penalty: 4328.495605
	Iteration 47Q: 3 clusters Score -935482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -935486.562500 Penalty: 4328.495605
	Iteration 48Q: 3 clusters Score -935486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -935486.500000 Penalty: 4328.495605
	Iteration 49Q: 3 clusters Score -935486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -935488.812500 Penalty: 4328.495605
	Iteration 50Q: 3 clusters Score -935488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -935491.000000 Penalty: 4328.495605
	Iteration 51Q: 3 clusters Score -935491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -935491.625000 Penalty: 4328.495605
	Iteration 52Q: 3 clusters Score -935491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -935491.375000 Penalty: 4328.495605
	Iteration 53Q: 3 clusters Score -935491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -935492.937500 Penalty: 4328.495605
	Iteration 54Q: 3 clusters Score -935492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -935493.125000 Penalty: 4328.495605
	Iteration 55Q: 3 clusters Score -935493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -935494.312500 Penalty: 4328.495605
	Iteration 56Q: 3 clusters Score -935494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -935494.125000 Penalty: 4328.495605
	Iteration 57Q: 3 clusters Score -935494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -935494.125000 Penalty: 4328.495605
	Iteration 58F: 3 clusters Score -935494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -2664787.000000 Penalty: 2415.132080
	Iteration 0F: 2 clusters Score -2664787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2652639.750000 Penalty: 4830.264160
	Iteration 0F: 3 clusters Score -2652640 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2656719.750000 Penalty: 4830.264160
	Iteration 1F: 3 clusters Score -2656720 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2657173.000000 Penalty: 4830.264160
	Iteration 2F: 3 clusters Score -2657173 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2657560.500000 Penalty: 4830.264160
	Iteration 3F: 3 clusters Score -2657560 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2657903.750000 Penalty: 4830.264160
	Iteration 4Q: 3 clusters Score -2657904 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2658244.250000 Penalty: 4830.264160
	Iteration 5Q: 3 clusters Score -2658244 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2658608.750000 Penalty: 4830.264160
	Iteration 6Q: 3 clusters Score -2658609 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2658994.750000 Penalty: 4830.264160
	Iteration 7Q: 3 clusters Score -2658995 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2659415.000000 Penalty: 4830.264160
	Iteration 8Q: 3 clusters Score -2659415 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2659878.000000 Penalty: 4830.264160
	Iteration 9Q: 3 clusters Score -2659878 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2660297.000000 Penalty: 4830.264160
	Iteration 10Q: 3 clusters Score -2660297 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2660717.750000 Penalty: 4830.264160
	Iteration 11Q: 3 clusters Score -2660718 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2661031.500000 Penalty: 4830.264160
	Iteration 12Q: 3 clusters Score -2661032 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2661309.250000 Penalty: 4830.264160
	Iteration 13Q: 3 clusters Score -2661309 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2661532.500000 Penalty: 4830.264160
	Iteration 14Q: 3 clusters Score -2661532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2661711.500000 Penalty: 4830.264160
	Iteration 15Q: 3 clusters Score -2661712 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2661809.500000 Penalty: 4830.264160
	Iteration 16Q: 3 clusters Score -2661810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2661902.250000 Penalty: 4830.264160
	Iteration 17Q: 3 clusters Score -2661902 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2661970.250000 Penalty: 4830.264160
	Iteration 18Q: 3 clusters Score -2661970 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2662038.500000 Penalty: 4830.264160
	Iteration 19Q: 3 clusters Score -2662038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2662073.000000 Penalty: 4830.264160
	Iteration 20F: 3 clusters Score -2662073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2662101.500000 Penalty: 4830.264160
	Iteration 21Q: 3 clusters Score -2662102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2662134.000000 Penalty: 4830.264160
	Iteration 22Q: 3 clusters Score -2662134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2662157.000000 Penalty: 4830.264160
	Iteration 23Q: 3 clusters Score -2662157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2662176.250000 Penalty: 4830.264160
	Iteration 24Q: 3 clusters Score -2662176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2662191.500000 Penalty: 4830.264160
	Iteration 25Q: 3 clusters Score -2662192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2662209.000000 Penalty: 4830.264160
	Iteration 26Q: 3 clusters Score -2662209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2662234.000000 Penalty: 4830.264160
	Iteration 27Q: 3 clusters Score -2662234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2662252.000000 Penalty: 4830.264160
	Iteration 28Q: 3 clusters Score -2662252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2662271.000000 Penalty: 4830.264160
	Iteration 29Q: 3 clusters Score -2662271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2662279.500000 Penalty: 4830.264160
	Iteration 30Q: 3 clusters Score -2662280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2662303.250000 Penalty: 4830.264160
	Iteration 31Q: 3 clusters Score -2662303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2662322.250000 Penalty: 4830.264160
	Iteration 32Q: 3 clusters Score -2662322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2662347.500000 Penalty: 4830.264160
	Iteration 33Q: 3 clusters Score -2662348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2662363.000000 Penalty: 4830.264160
	Iteration 34Q: 3 clusters Score -2662363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2662380.500000 Penalty: 4830.264160
	Iteration 35Q: 3 clusters Score -2662380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2662393.250000 Penalty: 4830.264160
	Iteration 36Q: 3 clusters Score -2662393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2662410.500000 Penalty: 4830.264160
	Iteration 37Q: 3 clusters Score -2662410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2662428.250000 Penalty: 4830.264160
	Iteration 38Q: 3 clusters Score -2662428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2662442.250000 Penalty: 4830.264160
	Iteration 39Q: 3 clusters Score -2662442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2662458.750000 Penalty: 4830.264160
	Iteration 40F: 3 clusters Score -2662459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2662469.250000 Penalty: 4830.264160
	Iteration 41Q: 3 clusters Score -2662469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2662486.250000 Penalty: 4830.264160
	Iteration 42Q: 3 clusters Score -2662486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2662497.000000 Penalty: 4830.264160
	Iteration 43Q: 3 clusters Score -2662497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2662516.250000 Penalty: 4830.264160
	Iteration 44Q: 3 clusters Score -2662516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2662525.000000 Penalty: 4830.264160
	Iteration 45Q: 3 clusters Score -2662525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2662534.000000 Penalty: 4830.264160
	Iteration 46Q: 3 clusters Score -2662534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2662537.000000 Penalty: 4830.264160
	Iteration 47Q: 3 clusters Score -2662537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2662546.000000 Penalty: 4830.264160
	Iteration 48Q: 3 clusters Score -2662546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2662551.500000 Penalty: 4830.264160
	Iteration 49Q: 3 clusters Score -2662552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2662553.250000 Penalty: 4830.264160
	Iteration 50Q: 3 clusters Score -2662553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2662557.750000 Penalty: 4830.264160
	Iteration 51Q: 3 clusters Score -2662558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2662564.500000 Penalty: 4830.264160
	Iteration 52Q: 3 clusters Score -2662564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2662567.750000 Penalty: 4830.264160
	Iteration 53Q: 3 clusters Score -2662568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2662568.500000 Penalty: 4830.264160
	Iteration 54Q: 3 clusters Score -2662568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2662578.250000 Penalty: 4830.264160
	Iteration 55Q: 3 clusters Score -2662578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2662578.500000 Penalty: 4830.264160
	Iteration 56Q: 3 clusters Score -2662578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2662579.750000 Penalty: 4830.264160
	Iteration 57Q: 3 clusters Score -2662580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2662578.250000 Penalty: 4830.264160
	Iteration 58Q: 3 clusters Score -2662578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2662586.500000 Penalty: 4830.264160
	Iteration 59Q: 3 clusters Score -2662586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2662588.500000 Penalty: 4830.264160
	Iteration 60F: 3 clusters Score -2662588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2662590.000000 Penalty: 4830.264160
	Iteration 61Q: 3 clusters Score -2662590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2662592.750000 Penalty: 4830.264160
	Iteration 62Q: 3 clusters Score -2662593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2662593.250000 Penalty: 4830.264160
	Iteration 63Q: 3 clusters Score -2662593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2662593.000000 Penalty: 4830.264160
	Iteration 64Q: 3 clusters Score -2662593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2662595.250000 Penalty: 4830.264160
	Iteration 65Q: 3 clusters Score -2662595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2662599.000000 Penalty: 4830.264160
	Iteration 66Q: 3 clusters Score -2662599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2662597.000000 Penalty: 4830.264160
	Iteration 67Q: 3 clusters Score -2662597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2662596.750000 Penalty: 4830.264160
	Iteration 68Q: 3 clusters Score -2662597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2662598.750000 Penalty: 4830.264160
	Iteration 69Q: 3 clusters Score -2662599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2662598.750000 Penalty: 4830.264160
	Iteration 70F: 3 clusters Score -2662599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Entering Unmasked Estep 
Score: -2288779.500000 Penalty: 2377.965820
	Iteration 0F: 2 clusters Score -2288780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2278225.500000 Penalty: 4755.931641
	Iteration 0F: 3 clusters Score -2278226 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2281575.750000 Penalty: 4755.931641
	Iteration 1F: 3 clusters Score -2281576 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2281942.250000 Penalty: 4755.931641
	Iteration 2F: 3 clusters Score -2281942 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2282191.500000 Penalty: 4755.931641
	Iteration 3Q: 3 clusters Score -2282192 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2282406.750000 Penalty: 4755.931641
	Iteration 4Q: 3 clusters Score -2282407 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2282571.000000 Penalty: 4755.931641
	Iteration 5Q: 3 clusters Score -2282571 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2282719.500000 Penalty: 4755.931641
	Iteration 6Q: 3 clusters Score -2282720 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2282865.250000 Penalty: 4755.931641
	Iteration 7Q: 3 clusters Score -2282865 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2283004.000000 Penalty: 4755.931641
	Iteration 8Q: 3 clusters Score -2283004 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2283127.750000 Penalty: 4755.931641
	Iteration 9Q: 3 clusters Score -2283128 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2283258.500000 Penalty: 4755.931641
	Iteration 10Q: 3 clusters Score -2283258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2283369.500000 Penalty: 4755.931641
	Iteration 11Q: 3 clusters Score -2283370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2283496.250000 Penalty: 4755.931641
	Iteration 12Q: 3 clusters Score -2283496 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2283641.000000 Penalty: 4755.931641
	Iteration 13Q: 3 clusters Score -2283641 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2283823.000000 Penalty: 4755.931641
	Iteration 14Q: 3 clusters Score -2283823 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2284037.250000 Penalty: 4755.931641
	Iteration 15Q: 3 clusters Score -2284037 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2284289.500000 Penalty: 4755.931641
	Iteration 16Q: 3 clusters Score -2284290 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2284598.500000 Penalty: 4755.931641
	Iteration 17Q: 3 clusters Score -2284598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2284928.000000 Penalty: 4755.931641
	Iteration 18Q: 3 clusters Score -2284928 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2285252.250000 Penalty: 4755.931641
	Iteration 19Q: 3 clusters Score -2285252 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2285563.250000 Penalty: 4755.931641
	Iteration 20F: 3 clusters Score -2285563 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2285820.000000 Penalty: 4755.931641
	Iteration 21Q: 3 clusters Score -2285820 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2286032.750000 Penalty: 4755.931641
	Iteration 22Q: 3 clusters Score -2286033 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2286199.750000 Penalty: 4755.931641
	Iteration 23Q: 3 clusters Score -2286200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2286350.250000 Penalty: 4755.931641
	Iteration 24Q: 3 clusters Score -2286350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2286453.750000 Penalty: 4755.931641
	Iteration 25Q: 3 clusters Score -2286454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2286549.250000 Penalty: 4755.931641
	Iteration 26Q: 3 clusters Score -2286549 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2286637.750000 Penalty: 4755.931641
	Iteration 27Q: 3 clusters Score -2286638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2286723.000000 Penalty: 4755.931641
	Iteration 28Q: 3 clusters Score -2286723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2286807.000000 Penalty: 4755.931641
	Iteration 29Q: 3 clusters Score -2286807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2286882.250000 Penalty: 4755.931641
	Iteration 30Q: 3 clusters Score -2286882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2286960.250000 Penalty: 4755.931641
	Iteration 31Q: 3 clusters Score -2286960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2287017.750000 Penalty: 4755.931641
	Iteration 32Q: 3 clusters Score -2287018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2287074.250000 Penalty: 4755.931641
	Iteration 33Q: 3 clusters Score -2287074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2287134.500000 Penalty: 4755.931641
	Iteration 34Q: 3 clusters Score -2287134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2287167.250000 Penalty: 4755.931641
	Iteration 35Q: 3 clusters Score -2287167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2287199.000000 Penalty: 4755.931641
	Iteration 36Q: 3 clusters Score -2287199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2287215.750000 Penalty: 4755.931641
	Iteration 37Q: 3 clusters Score -2287216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2287236.750000 Penalty: 4755.931641
	Iteration 38Q: 3 clusters Score -2287237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2287255.500000 Penalty: 4755.931641
	Iteration 39Q: 3 clusters Score -2287256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2287268.250000 Penalty: 4755.931641
	Iteration 40F: 3 clusters Score -2287268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2287280.000000 Penalty: 4755.931641
	Iteration 41Q: 3 clusters Score -2287280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2287292.000000 Penalty: 4755.931641
	Iteration 42Q: 3 clusters Score -2287292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2287300.500000 Penalty: 4755.931641
	Iteration 43Q: 3 clusters Score -2287300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2287305.500000 Penalty: 4755.931641
	Iteration 44Q: 3 clusters Score -2287306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2287309.250000 Penalty: 4755.931641
	Iteration 45Q: 3 clusters Score -2287309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2287314.000000 Penalty: 4755.931641
	Iteration 46Q: 3 clusters Score -2287314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2287314.250000 Penalty: 4755.931641
	Iteration 47Q: 3 clusters Score -2287314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2287318.000000 Penalty: 4755.931641
	Iteration 48Q: 3 clusters Score -2287318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2287323.500000 Penalty: 4755.931641
	Iteration 49Q: 3 clusters Score -2287324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2287332.750000 Penalty: 4755.931641
	Iteration 50Q: 3 clusters Score -2287333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2287335.250000 Penalty: 4755.931641
	Iteration 51Q: 3 clusters Score -2287335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2287342.750000 Penalty: 4755.931641
	Iteration 52Q: 3 clusters Score -2287343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2287351.750000 Penalty: 4755.931641
	Iteration 53Q: 3 clusters Score -2287352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2287358.250000 Penalty: 4755.931641
	Iteration 54Q: 3 clusters Score -2287358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2287364.250000 Penalty: 4755.931641
	Iteration 55Q: 3 clusters Score -2287364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2287363.500000 Penalty: 4755.931641
	Iteration 56Q: 3 clusters Score -2287364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2287368.500000 Penalty: 4755.931641
	Iteration 57Q: 3 clusters Score -2287368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2287374.000000 Penalty: 4755.931641
	Iteration 58Q: 3 clusters Score -2287374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2287377.000000 Penalty: 4755.931641
	Iteration 59Q: 3 clusters Score -2287377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2287378.500000 Penalty: 4755.931641
	Iteration 60F: 3 clusters Score -2287378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2287382.250000 Penalty: 4755.931641
	Iteration 61Q: 3 clusters Score -2287382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2287384.750000 Penalty: 4755.931641
	Iteration 62Q: 3 clusters Score -2287385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2287383.250000 Penalty: 4755.931641
	Iteration 63Q: 3 clusters Score -2287383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2287382.250000 Penalty: 4755.931641
	Iteration 64Q: 3 clusters Score -2287382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2287384.500000 Penalty: 4755.931641
	Iteration 65Q: 3 clusters Score -2287384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2287388.500000 Penalty: 4755.931641
	Iteration 66Q: 3 clusters Score -2287388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2287388.250000 Penalty: 4755.931641
	Iteration 67Q: 3 clusters Score -2287388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2287392.250000 Penalty: 4755.931641
	Iteration 68Q: 3 clusters Score -2287392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2287394.750000 Penalty: 4755.931641
	Iteration 69Q: 3 clusters Score -2287395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2287392.000000 Penalty: 4755.931641
	Iteration 70Q: 3 clusters Score -2287392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2287395.500000 Penalty: 4755.931641
	Iteration 71Q: 3 clusters Score -2287396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2287394.000000 Penalty: 4755.931641
	Iteration 72Q: 3 clusters Score -2287394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2287393.000000 Penalty: 4755.931641
	Iteration 73Q: 3 clusters Score -2287393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2287395.000000 Penalty: 4755.931641
	Iteration 74Q: 3 clusters Score -2287395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2287394.750000 Penalty: 4755.931641
	Iteration 75Q: 3 clusters Score -2287395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2287397.000000 Penalty: 4755.931641
	Iteration 76Q: 3 clusters Score -2287397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2287397.750000 Penalty: 4755.931641
	Iteration 77Q: 3 clusters Score -2287398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2287397.750000 Penalty: 4755.931641
	Iteration 78Q: 3 clusters Score -2287398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2287399.000000 Penalty: 4755.931641
	Iteration 79Q: 3 clusters Score -2287399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2287401.500000 Penalty: 4755.931641
	Iteration 80F: 3 clusters Score -2287402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2287401.500000 Penalty: 4755.931641
	Iteration 81Q: 3 clusters Score -2287402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2287401.500000 Penalty: 4755.931641
	Iteration 82F: 3 clusters Score -2287402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -1071680.500000 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -1071680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1065715.500000 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -1065716 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1067333.750000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -1067334 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1067687.375000 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -1067687 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1067960.875000 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -1067961 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1068203.875000 Penalty: 4408.207520
	Iteration 4F: 3 clusters Score -1068204 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1068416.500000 Penalty: 4408.207520
	Iteration 5Q: 3 clusters Score -1068416 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1068606.125000 Penalty: 4408.207520
	Iteration 6Q: 3 clusters Score -1068606 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1068784.000000 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -1068784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1068952.625000 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -1068953 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1069102.625000 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -1069103 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1069263.000000 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -1069263 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1069444.250000 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -1069444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1069639.250000 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -1069639 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1069806.750000 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -1069807 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1069953.000000 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -1069953 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1070063.750000 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -1070064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1070142.750000 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -1070143 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1070188.250000 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -1070188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1070222.375000 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -1070222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1070245.250000 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -1070245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1070270.875000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -1070271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1070305.250000 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -1070305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1070341.250000 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -1070341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1070390.125000 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -1070390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1070442.875000 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -1070443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1070486.000000 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -1070486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1070520.875000 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -1070521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1070544.750000 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -1070545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1070560.875000 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -1070561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1070575.875000 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -1070576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1070587.500000 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -1070588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1070604.125000 Penalty: 4408.207520
	Iteration 31Q: 3 clusters Score -1070604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1070622.250000 Penalty: 4408.207520
	Iteration 32Q: 3 clusters Score -1070622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1070632.250000 Penalty: 4408.207520
	Iteration 33Q: 3 clusters Score -1070632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1070640.125000 Penalty: 4408.207520
	Iteration 34Q: 3 clusters Score -1070640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1070645.875000 Penalty: 4408.207520
	Iteration 35Q: 3 clusters Score -1070646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1070649.375000 Penalty: 4408.207520
	Iteration 36Q: 3 clusters Score -1070649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1070659.000000 Penalty: 4408.207520
	Iteration 37Q: 3 clusters Score -1070659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1070664.250000 Penalty: 4408.207520
	Iteration 38Q: 3 clusters Score -1070664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1070669.500000 Penalty: 4408.207520
	Iteration 39Q: 3 clusters Score -1070670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1070672.125000 Penalty: 4408.207520
	Iteration 40F: 3 clusters Score -1070672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1070675.625000 Penalty: 4408.207520
	Iteration 41Q: 3 clusters Score -1070676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1070682.625000 Penalty: 4408.207520
	Iteration 42Q: 3 clusters Score -1070683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1070690.250000 Penalty: 4408.207520
	Iteration 43Q: 3 clusters Score -1070690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1070696.125000 Penalty: 4408.207520
	Iteration 44Q: 3 clusters Score -1070696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1070701.375000 Penalty: 4408.207520
	Iteration 45Q: 3 clusters Score -1070701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1070706.875000 Penalty: 4408.207520
	Iteration 46Q: 3 clusters Score -1070707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1070710.125000 Penalty: 4408.207520
	Iteration 47Q: 3 clusters Score -1070710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1070711.625000 Penalty: 4408.207520
	Iteration 48Q: 3 clusters Score -1070712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1070717.500000 Penalty: 4408.207520
	Iteration 49Q: 3 clusters Score -1070718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1070719.375000 Penalty: 4408.207520
	Iteration 50Q: 3 clusters Score -1070719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1070718.375000 Penalty: 4408.207520
	Iteration 51Q: 3 clusters Score -1070718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1070720.000000 Penalty: 4408.207520
	Iteration 52Q: 3 clusters Score -1070720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1070720.625000 Penalty: 4408.207520
	Iteration 53Q: 3 clusters Score -1070721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1070720.375000 Penalty: 4408.207520
	Iteration 54Q: 3 clusters Score -1070720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1070720.125000 Penalty: 4408.207520
	Iteration 55Q: 3 clusters Score -1070720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1070719.375000 Penalty: 4408.207520
	Iteration 56Q: 3 clusters Score -1070719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1070723.625000 Penalty: 4408.207520
	Iteration 57Q: 3 clusters Score -1070724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1070723.500000 Penalty: 4408.207520
	Iteration 58Q: 3 clusters Score -1070724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1070725.250000 Penalty: 4408.207520
	Iteration 59Q: 3 clusters Score -1070725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1070725.125000 Penalty: 4408.207520
	Iteration 60F: 3 clusters Score -1070725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1070726.500000 Penalty: 4408.207520
	Iteration 61Q: 3 clusters Score -1070726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1070727.875000 Penalty: 4408.207520
	Iteration 62Q: 3 clusters Score -1070728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1070727.875000 Penalty: 4408.207520
	Iteration 63F: 3 clusters Score -1070728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112313.593750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112313.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112556.093750 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112556.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112615.484375 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -112615.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112651.078125 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112651.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112675.757812 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112683.937500 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112687.695312 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112690.226562 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112692.039062 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -112692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112692.554688 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -112692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112692.554688 Penalty: 3279.572266
	Iteration 10F: 3 clusters Score -112692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55396 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17255 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64493 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 54975 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399392.000000 Penalty: 144891.109375
Iteration 359Q: 44 clusters Score -1.203994e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 21524 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64445 members 
Mstep: Class 16 contains 17942 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41775 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10018 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55020 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16954 members 
Mstep: Class 41 contains 14597 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399432.000000 Penalty: 144891.109375
Iteration 360F: 44 clusters Score -1.203994e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64400 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41774 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10018 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55066 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19896 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19740 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16951 members 
Mstep: Class 41 contains 14598 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399320.000000 Penalty: 144891.109375
Iteration 361Q: 44 clusters Score -1.203993e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21523 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64343 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41772 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13005 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55126 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19739 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16951 members 
Mstep: Class 41 contains 14600 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 362Q: 44 clusters Score -1.203994e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22484 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21524 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64305 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41769 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55161 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19739 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16952 members 
Mstep: Class 41 contains 14601 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399424.000000 Penalty: 144891.109375
Iteration 363Q: 44 clusters Score -1.203994e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21523 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64275 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41767 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13000 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55199 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19736 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16952 members 
Mstep: Class 41 contains 14603 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399440.000000 Penalty: 144891.109375
Iteration 364Q: 44 clusters Score -1.203994e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22482 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64226 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41764 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55247 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19734 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16954 members 
Mstep: Class 41 contains 14606 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399472.000000 Penalty: 144891.109375
Iteration 365Q: 44 clusters Score -1.203995e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21521 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64180 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41757 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 55290 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19733 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14609 members 
Mstep: Class 42 contains 7241 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399432.000000 Penalty: 144891.109375
Iteration 366Q: 44 clusters Score -1.203994e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22484 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21519 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64145 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 55330 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19732 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16954 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399512.000000 Penalty: 144891.109375
Iteration 367Q: 44 clusters Score -1.203995e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64117 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13000 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55365 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19731 members 
Mstep: Class 37 contains 6749 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16952 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399408.000000 Penalty: 144891.109375
Iteration 368Q: 44 clusters Score -1.203994e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21516 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64071 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7716 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55412 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19731 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16952 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399376.000000 Penalty: 144891.109375
Iteration 369Q: 44 clusters Score -1.203994e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21513 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 64032 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55448 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19731 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16954 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399408.000000 Penalty: 144891.109375
Iteration 370Q: 44 clusters Score -1.203994e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21511 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63987 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55499 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19731 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16952 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399384.000000 Penalty: 144891.109375
Iteration 371Q: 44 clusters Score -1.203994e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21509 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63952 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13002 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10031 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55534 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19731 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16953 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399336.000000 Penalty: 144891.109375
Iteration 372Q: 44 clusters Score -1.203993e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21504 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63922 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55571 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19730 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399296.000000 Penalty: 144891.109375
Iteration 373Q: 44 clusters Score -1.203993e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21502 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63901 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55598 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19728 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399376.000000 Penalty: 144891.109375
Iteration 374Q: 44 clusters Score -1.203994e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21500 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63883 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12998 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55616 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19728 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399400.000000 Penalty: 144891.109375
Iteration 375Q: 44 clusters Score -1.203994e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21499 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63873 members 
Mstep: Class 16 contains 17945 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12995 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28226 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55630 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19727 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399496.000000 Penalty: 144891.109375
Iteration 376Q: 44 clusters Score -1.203995e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21495 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8254 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63867 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10029 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55640 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19725 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16961 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399584.000000 Penalty: 144891.109375
Iteration 377Q: 44 clusters Score -1.203996e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22488 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21493 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63865 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41751 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12988 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55646 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3112 members 
Mstep: Class 36 contains 19725 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16961 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399656.000000 Penalty: 144891.109375
Iteration 378Q: 44 clusters Score -1.203997e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21489 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17253 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63848 members 
Mstep: Class 16 contains 17942 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10032 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55664 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19725 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16962 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399608.000000 Penalty: 144891.109375
Iteration 379Q: 44 clusters Score -1.203996e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8257 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63839 members 
Mstep: Class 16 contains 17941 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12991 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55674 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19724 members 
Mstep: Class 37 contains 6748 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16961 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399616.000000 Penalty: 144891.109375
Iteration 380F: 44 clusters Score -1.203996e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8259 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63818 members 
Mstep: Class 16 contains 17942 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12991 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62598 members 
Mstep: Class 32 contains 55691 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19723 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 6859 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16961 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399528.000000 Penalty: 144891.109375
Iteration 381Q: 44 clusters Score -1.203995e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63793 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10033 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55718 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19722 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399520.000000 Penalty: 144891.109375
Iteration 382Q: 44 clusters Score -1.203995e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63770 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41751 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55745 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19722 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399552.000000 Penalty: 144891.109375
Iteration 383Q: 44 clusters Score -1.203996e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63743 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12982 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55777 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19722 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399528.000000 Penalty: 144891.109375
Iteration 384Q: 44 clusters Score -1.203995e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63707 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10038 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55812 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19721 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399520.000000 Penalty: 144891.109375
Iteration 385Q: 44 clusters Score -1.203995e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63671 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10039 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 55850 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6858 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16967 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399448.000000 Penalty: 144891.109375
Iteration 386Q: 44 clusters Score -1.203994e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63656 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10040 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55872 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16966 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399528.000000 Penalty: 144891.109375
Iteration 387Q: 44 clusters Score -1.203995e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21495 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63627 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10040 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55897 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16964 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399480.000000 Penalty: 144891.109375
Iteration 388Q: 44 clusters Score -1.203995e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21492 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63608 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55921 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399464.000000 Penalty: 144891.109375
Iteration 389Q: 44 clusters Score -1.203995e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21494 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63579 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 55942 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399496.000000 Penalty: 144891.109375
Iteration 390Q: 44 clusters Score -1.203995e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21496 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63534 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12967 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10050 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55982 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16962 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399528.000000 Penalty: 144891.109375
Iteration 391Q: 44 clusters Score -1.203995e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21502 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63515 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 55999 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19721 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16962 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399528.000000 Penalty: 144891.109375
Iteration 392Q: 44 clusters Score -1.203995e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22489 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63507 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56007 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399568.000000 Penalty: 144891.109375
Iteration 393Q: 44 clusters Score -1.203996e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22488 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21511 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63502 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12964 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 56009 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19897 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399472.000000 Penalty: 144891.109375
Iteration 394Q: 44 clusters Score -1.203995e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63499 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41752 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62597 members 
Mstep: Class 32 contains 56009 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19898 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19720 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399456.000000 Penalty: 144891.109375
Iteration 395Q: 44 clusters Score -1.203995e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21519 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63494 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41751 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12965 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56015 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19899 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399440.000000 Penalty: 144891.109375
Iteration 396Q: 44 clusters Score -1.203994e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55391 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63486 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41751 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56021 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399504.000000 Penalty: 144891.109375
Iteration 397Q: 44 clusters Score -1.203995e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21522 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63472 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62595 members 
Mstep: Class 32 contains 56033 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399464.000000 Penalty: 144891.109375
Iteration 398Q: 44 clusters Score -1.203995e+08 nChanged 41
Entering ConstructFrom: 
Score: -120399464.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -1068262.750000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -1068263 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 3550 members 
Entering Unmasked Estep 
Score: -1062488.250000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -1062488 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1064051.500000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -1064052 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1064352.000000 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -1064352 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1064577.500000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -1064578 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1064729.250000 Penalty: 4394.526367
	Iteration 4Q: 3 clusters Score -1064729 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1064839.875000 Penalty: 4394.526367
	Iteration 5Q: 3 clusters Score -1064840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1064928.125000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -1064928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1064995.375000 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -1064995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1065047.625000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -1065048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1065096.250000 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -1065096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1065143.250000 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -1065143 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1065180.250000 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -1065180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1065223.000000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -1065223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1065268.750000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -1065269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1065319.875000 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -1065320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1065375.750000 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -1065376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1065437.250000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -1065437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1065501.375000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -1065501 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1065602.250000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -1065602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1065738.125000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -1065738 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1065909.000000 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -1065909 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1066066.250000 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -1066066 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1066248.750000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -1066249 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1066432.625000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -1066433 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1066577.375000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -1066577 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1066691.750000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -1066692 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1066780.375000 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -1066780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1066842.000000 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -1066842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1066882.125000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -1066882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1066917.500000 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -1066918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1066945.125000 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -1066945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1066963.500000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -1066964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1066982.750000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -1066983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1066988.125000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -1066988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1066997.875000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -1066998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1067003.750000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -1067004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1067004.250000 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -1067004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1067006.250000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -1067006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1067008.875000 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -1067009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1067009.875000 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -1067010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1067013.750000 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -1067014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1067014.000000 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -1067014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1067013.625000 Penalty: 4394.526367
	Iteration 42Q: 3 clusters Score -1067014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1067015.250000 Penalty: 4394.526367
	Iteration 43Q: 3 clusters Score -1067015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1067015.250000 Penalty: 4394.526367
	Iteration 44F: 3 clusters Score -1067015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Entering Unmasked Estep 
Score: -3286973.250000 Penalty: 2485.131836
	Iteration 0F: 2 clusters Score -3286973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3271333.000000 Penalty: 4970.263672
	Iteration 0F: 3 clusters Score -3271333 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3277086.000000 Penalty: 4970.263672
	Iteration 1F: 3 clusters Score -3277086 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3278134.000000 Penalty: 4970.263672
	Iteration 2F: 3 clusters Score -3278134 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3279322.250000 Penalty: 4970.263672
	Iteration 3F: 3 clusters Score -3279322 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3280392.750000 Penalty: 4970.263672
	Iteration 4F: 3 clusters Score -3280393 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3281367.000000 Penalty: 4970.263672
	Iteration 5F: 3 clusters Score -3281367 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3282248.500000 Penalty: 4970.263672
	Iteration 6F: 3 clusters Score -3282248 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3282994.500000 Penalty: 4970.263672
	Iteration 7Q: 3 clusters Score -3282994 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3283754.000000 Penalty: 4970.263672
	Iteration 8Q: 3 clusters Score -3283754 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3284463.500000 Penalty: 4970.263672
	Iteration 9Q: 3 clusters Score -3284464 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3285018.000000 Penalty: 4970.263672
	Iteration 10Q: 3 clusters Score -3285018 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3285443.250000 Penalty: 4970.263672
	Iteration 11Q: 3 clusters Score -3285443 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3285758.000000 Penalty: 4970.263672
	Iteration 12Q: 3 clusters Score -3285758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3286030.500000 Penalty: 4970.263672
	Iteration 13Q: 3 clusters Score -3286030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3286253.750000 Penalty: 4970.263672
	Iteration 14Q: 3 clusters Score -3286254 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3286449.000000 Penalty: 4970.263672
	Iteration 15Q: 3 clusters Score -3286449 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3286636.250000 Penalty: 4970.263672
	Iteration 16Q: 3 clusters Score -3286636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3286791.500000 Penalty: 4970.263672
	Iteration 17Q: 3 clusters Score -3286792 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3286860.750000 Penalty: 4970.263672
	Iteration 18Q: 3 clusters Score -3286861 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3286907.750000 Penalty: 4970.263672
	Iteration 19Q: 3 clusters Score -3286908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3286943.250000 Penalty: 4970.263672
	Iteration 20F: 3 clusters Score -3286943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3286971.250000 Penalty: 4970.263672
	Iteration 21Q: 3 clusters Score -3286971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3286979.250000 Penalty: 4970.263672
	Iteration 22Q: 3 clusters Score -3286979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3286992.250000 Penalty: 4970.263672
	Iteration 23Q: 3 clusters Score -3286992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3286992.500000 Penalty: 4970.263672
	Iteration 24Q: 3 clusters Score -3286992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3287006.750000 Penalty: 4970.263672
	Iteration 25Q: 3 clusters Score -3287007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3286999.750000 Penalty: 4970.263672
	Iteration 26Q: 3 clusters Score -3287000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3287008.750000 Penalty: 4970.263672
	Iteration 27Q: 3 clusters Score -3287009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3287013.500000 Penalty: 4970.263672
	Iteration 28Q: 3 clusters Score -3287014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3287014.500000 Penalty: 4970.263672
	Iteration 29Q: 3 clusters Score -3287014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3287021.250000 Penalty: 4970.263672
	Iteration 30Q: 3 clusters Score -3287021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3287033.250000 Penalty: 4970.263672
	Iteration 31Q: 3 clusters Score -3287033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3287039.750000 Penalty: 4970.263672
	Iteration 32Q: 3 clusters Score -3287040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3287043.250000 Penalty: 4970.263672
	Iteration 33Q: 3 clusters Score -3287043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3287043.500000 Penalty: 4970.263672
	Iteration 34Q: 3 clusters Score -3287044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3287044.750000 Penalty: 4970.263672
	Iteration 35Q: 3 clusters Score -3287045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3287052.250000 Penalty: 4970.263672
	Iteration 36Q: 3 clusters Score -3287052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3287051.000000 Penalty: 4970.263672
	Iteration 37Q: 3 clusters Score -3287051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3287061.000000 Penalty: 4970.263672
	Iteration 38Q: 3 clusters Score -3287061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3287068.250000 Penalty: 4970.263672
	Iteration 39Q: 3 clusters Score -3287068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3287068.750000 Penalty: 4970.263672
	Iteration 40F: 3 clusters Score -3287069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3287072.250000 Penalty: 4970.263672
	Iteration 41Q: 3 clusters Score -3287072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3287066.750000 Penalty: 4970.263672
	Iteration 42Q: 3 clusters Score -3287067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3287070.750000 Penalty: 4970.263672
	Iteration 43Q: 3 clusters Score -3287071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3287072.500000 Penalty: 4970.263672
	Iteration 44Q: 3 clusters Score -3287072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3287073.250000 Penalty: 4970.263672
	Iteration 45Q: 3 clusters Score -3287073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3287078.250000 Penalty: 4970.263672
	Iteration 46Q: 3 clusters Score -3287078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3287078.250000 Penalty: 4970.263672
	Iteration 47Q: 3 clusters Score -3287078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3287080.250000 Penalty: 4970.263672
	Iteration 48Q: 3 clusters Score -3287080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3287081.250000 Penalty: 4970.263672
	Iteration 49Q: 3 clusters Score -3287081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3287082.500000 Penalty: 4970.263672
	Iteration 50Q: 3 clusters Score -3287082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3287079.000000 Penalty: 4970.263672
	Iteration 51Q: 3 clusters Score -3287079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3287083.500000 Penalty: 4970.263672
	Iteration 52Q: 3 clusters Score -3287084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3287083.000000 Penalty: 4970.263672
	Iteration 53Q: 3 clusters Score -3287083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3287080.750000 Penalty: 4970.263672
	Iteration 54Q: 3 clusters Score -3287081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3287082.000000 Penalty: 4970.263672
	Iteration 55Q: 3 clusters Score -3287082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3287080.250000 Penalty: 4970.263672
	Iteration 56Q: 3 clusters Score -3287080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3287077.750000 Penalty: 4970.263672
	Iteration 57Q: 3 clusters Score -3287078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3287080.250000 Penalty: 4970.263672
	Iteration 58Q: 3 clusters Score -3287080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3287081.750000 Penalty: 4970.263672
	Iteration 59Q: 3 clusters Score -3287082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3287084.250000 Penalty: 4970.263672
	Iteration 60F: 3 clusters Score -3287084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3287079.500000 Penalty: 4970.263672
	Iteration 61Q: 3 clusters Score -3287080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3287085.000000 Penalty: 4970.263672
	Iteration 62Q: 3 clusters Score -3287085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3287085.500000 Penalty: 4970.263672
	Iteration 63Q: 3 clusters Score -3287086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3287083.750000 Penalty: 4970.263672
	Iteration 64Q: 3 clusters Score -3287084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3287087.250000 Penalty: 4970.263672
	Iteration 65Q: 3 clusters Score -3287087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3287095.250000 Penalty: 4970.263672
	Iteration 66Q: 3 clusters Score -3287095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3287098.000000 Penalty: 4970.263672
	Iteration 67Q: 3 clusters Score -3287098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3287100.250000 Penalty: 4970.263672
	Iteration 68Q: 3 clusters Score -3287100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3287098.750000 Penalty: 4970.263672
	Iteration 69Q: 3 clusters Score -3287099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3287100.000000 Penalty: 4970.263672
	Iteration 70Q: 3 clusters Score -3287100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3287097.500000 Penalty: 4970.263672
	Iteration 71Q: 3 clusters Score -3287098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3287100.750000 Penalty: 4970.263672
	Iteration 72Q: 3 clusters Score -3287101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3287100.750000 Penalty: 4970.263672
	Iteration 73F: 3 clusters Score -3287101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 18548 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 3939 members 
Entering Unmasked Estep 
Score: -120398664.000000 Penalty: 148260.671875
Splitting cluster 2 changes total score from -120399464.000000 to -120398664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Entering Unmasked Estep 
Score: -3340461.000000 Penalty: 2473.781250
	Iteration 0F: 2 clusters Score -3340461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3325439.750000 Penalty: 4947.562500
	Iteration 0F: 3 clusters Score -3325440 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3330625.250000 Penalty: 4947.562500
	Iteration 1F: 3 clusters Score -3330625 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3331124.500000 Penalty: 4947.562500
	Iteration 2F: 3 clusters Score -3331124 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3331532.000000 Penalty: 4947.562500
	Iteration 3F: 3 clusters Score -3331532 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3331900.000000 Penalty: 4947.562500
	Iteration 4Q: 3 clusters Score -3331900 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3332316.500000 Penalty: 4947.562500
	Iteration 5Q: 3 clusters Score -3332316 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3332789.750000 Penalty: 4947.562500
	Iteration 6Q: 3 clusters Score -3332790 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3333347.500000 Penalty: 4947.562500
	Iteration 7Q: 3 clusters Score -3333348 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3334000.000000 Penalty: 4947.562500
	Iteration 8Q: 3 clusters Score -3334000 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3334704.000000 Penalty: 4947.562500
	Iteration 9Q: 3 clusters Score -3334704 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3335357.000000 Penalty: 4947.562500
	Iteration 10Q: 3 clusters Score -3335357 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3335947.500000 Penalty: 4947.562500
	Iteration 11Q: 3 clusters Score -3335948 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3336289.750000 Penalty: 4947.562500
	Iteration 12Q: 3 clusters Score -3336290 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3336483.500000 Penalty: 4947.562500
	Iteration 13Q: 3 clusters Score -3336484 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3336639.250000 Penalty: 4947.562500
	Iteration 14Q: 3 clusters Score -3336639 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3336767.500000 Penalty: 4947.562500
	Iteration 15Q: 3 clusters Score -3336768 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3336850.250000 Penalty: 4947.562500
	Iteration 16Q: 3 clusters Score -3336850 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3336940.250000 Penalty: 4947.562500
	Iteration 17Q: 3 clusters Score -3336940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3337004.000000 Penalty: 4947.562500
	Iteration 18Q: 3 clusters Score -3337004 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3337057.500000 Penalty: 4947.562500
	Iteration 19Q: 3 clusters Score -3337058 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3337126.000000 Penalty: 4947.562500
	Iteration 20F: 3 clusters Score -3337126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3337171.000000 Penalty: 4947.562500
	Iteration 21Q: 3 clusters Score -3337171 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3337223.750000 Penalty: 4947.562500
	Iteration 22Q: 3 clusters Score -3337224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3337267.750000 Penalty: 4947.562500
	Iteration 23Q: 3 clusters Score -3337268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3337314.500000 Penalty: 4947.562500
	Iteration 24Q: 3 clusters Score -3337314 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3337350.000000 Penalty: 4947.562500
	Iteration 25Q: 3 clusters Score -3337350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3337386.500000 Penalty: 4947.562500
	Iteration 26Q: 3 clusters Score -3337386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3337416.000000 Penalty: 4947.562500
	Iteration 27Q: 3 clusters Score -3337416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3337464.500000 Penalty: 4947.562500
	Iteration 28Q: 3 clusters Score -3337464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3337479.500000 Penalty: 4947.562500
	Iteration 29Q: 3 clusters Score -3337480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3337516.000000 Penalty: 4947.562500
	Iteration 30Q: 3 clusters Score -3337516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3337550.750000 Penalty: 4947.562500
	Iteration 31Q: 3 clusters Score -3337551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3337577.000000 Penalty: 4947.562500
	Iteration 32Q: 3 clusters Score -3337577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3337600.500000 Penalty: 4947.562500
	Iteration 33Q: 3 clusters Score -3337600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3337632.250000 Penalty: 4947.562500
	Iteration 34Q: 3 clusters Score -3337632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3337675.750000 Penalty: 4947.562500
	Iteration 35Q: 3 clusters Score -3337676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3337714.000000 Penalty: 4947.562500
	Iteration 36Q: 3 clusters Score -3337714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3337749.250000 Penalty: 4947.562500
	Iteration 37Q: 3 clusters Score -3337749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3337778.500000 Penalty: 4947.562500
	Iteration 38Q: 3 clusters Score -3337778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3337818.750000 Penalty: 4947.562500
	Iteration 39Q: 3 clusters Score -3337819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3337844.750000 Penalty: 4947.562500
	Iteration 40F: 3 clusters Score -3337845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3337883.000000 Penalty: 4947.562500
	Iteration 41Q: 3 clusters Score -3337883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3337913.750000 Penalty: 4947.562500
	Iteration 42Q: 3 clusters Score -3337914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3337925.500000 Penalty: 4947.562500
	Iteration 43Q: 3 clusters Score -3337926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3337940.750000 Penalty: 4947.562500
	Iteration 44Q: 3 clusters Score -3337941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3337958.500000 Penalty: 4947.562500
	Iteration 45Q: 3 clusters Score -3337958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3337981.250000 Penalty: 4947.562500
	Iteration 46Q: 3 clusters Score -3337981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3337989.250000 Penalty: 4947.562500
	Iteration 47Q: 3 clusters Score -3337989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3337994.000000 Penalty: 4947.562500
	Iteration 48Q: 3 clusters Score -3337994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3337995.250000 Penalty: 4947.562500
	Iteration 49Q: 3 clusters Score -3337995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3338003.750000 Penalty: 4947.562500
	Iteration 50Q: 3 clusters Score -3338004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3338016.250000 Penalty: 4947.562500
	Iteration 51Q: 3 clusters Score -3338016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3338023.750000 Penalty: 4947.562500
	Iteration 52Q: 3 clusters Score -3338024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3338034.750000 Penalty: 4947.562500
	Iteration 53Q: 3 clusters Score -3338035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3338044.000000 Penalty: 4947.562500
	Iteration 54Q: 3 clusters Score -3338044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3338052.250000 Penalty: 4947.562500
	Iteration 55Q: 3 clusters Score -3338052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3338066.000000 Penalty: 4947.562500
	Iteration 56Q: 3 clusters Score -3338066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3338071.000000 Penalty: 4947.562500
	Iteration 57Q: 3 clusters Score -3338071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3338084.750000 Penalty: 4947.562500
	Iteration 58Q: 3 clusters Score -3338085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3338088.750000 Penalty: 4947.562500
	Iteration 59Q: 3 clusters Score -3338089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3338101.500000 Penalty: 4947.562500
	Iteration 60F: 3 clusters Score -3338102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3338103.000000 Penalty: 4947.562500
	Iteration 61Q: 3 clusters Score -3338103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3338109.250000 Penalty: 4947.562500
	Iteration 62Q: 3 clusters Score -3338109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3338117.000000 Penalty: 4947.562500
	Iteration 63Q: 3 clusters Score -3338117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3338131.000000 Penalty: 4947.562500
	Iteration 64Q: 3 clusters Score -3338131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3338140.750000 Penalty: 4947.562500
	Iteration 65Q: 3 clusters Score -3338141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3338149.750000 Penalty: 4947.562500
	Iteration 66Q: 3 clusters Score -3338150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3338151.250000 Penalty: 4947.562500
	Iteration 67Q: 3 clusters Score -3338151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3338153.750000 Penalty: 4947.562500
	Iteration 68Q: 3 clusters Score -3338154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3338161.750000 Penalty: 4947.562500
	Iteration 69Q: 3 clusters Score -3338162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3338169.250000 Penalty: 4947.562500
	Iteration 70Q: 3 clusters Score -3338169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3338179.500000 Penalty: 4947.562500
	Iteration 71Q: 3 clusters Score -3338180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3338178.250000 Penalty: 4947.562500
	Iteration 72Q: 3 clusters Score -3338178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3338180.000000 Penalty: 4947.562500
	Iteration 73Q: 3 clusters Score -3338180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3338180.750000 Penalty: 4947.562500
	Iteration 74Q: 3 clusters Score -3338181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3338188.000000 Penalty: 4947.562500
	Iteration 75Q: 3 clusters Score -3338188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3338192.250000 Penalty: 4947.562500
	Iteration 76Q: 3 clusters Score -3338192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3338193.250000 Penalty: 4947.562500
	Iteration 77Q: 3 clusters Score -3338193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3338204.000000 Penalty: 4947.562500
	Iteration 78Q: 3 clusters Score -3338204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3338202.000000 Penalty: 4947.562500
	Iteration 79Q: 3 clusters Score -3338202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3338204.500000 Penalty: 4947.562500
	Iteration 80F: 3 clusters Score -3338204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3338211.500000 Penalty: 4947.562500
	Iteration 81Q: 3 clusters Score -3338212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3338216.250000 Penalty: 4947.562500
	Iteration 82Q: 3 clusters Score -3338216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3338220.250000 Penalty: 4947.562500
	Iteration 83Q: 3 clusters Score -3338220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3338223.500000 Penalty: 4947.562500
	Iteration 84Q: 3 clusters Score -3338224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3338218.500000 Penalty: 4947.562500
	Iteration 85Q: 3 clusters Score -3338218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3338228.250000 Penalty: 4947.562500
	Iteration 86Q: 3 clusters Score -3338228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3338225.750000 Penalty: 4947.562500
	Iteration 87Q: 3 clusters Score -3338226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3338233.000000 Penalty: 4947.562500
	Iteration 88Q: 3 clusters Score -3338233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3338236.750000 Penalty: 4947.562500
	Iteration 89Q: 3 clusters Score -3338237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3338245.000000 Penalty: 4947.562500
	Iteration 90Q: 3 clusters Score -3338245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3338237.000000 Penalty: 4947.562500
	Iteration 91Q: 3 clusters Score -3338237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3338244.750000 Penalty: 4947.562500
	Iteration 92Q: 3 clusters Score -3338245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3338248.750000 Penalty: 4947.562500
	Iteration 93Q: 3 clusters Score -3338249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3338250.000000 Penalty: 4947.562500
	Iteration 94Q: 3 clusters Score -3338250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3338247.500000 Penalty: 4947.562500
	Iteration 95Q: 3 clusters Score -3338248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3338249.750000 Penalty: 4947.562500
	Iteration 96Q: 3 clusters Score -3338250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3338256.250000 Penalty: 4947.562500
	Iteration 97Q: 3 clusters Score -3338256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3338252.500000 Penalty: 4947.562500
	Iteration 98Q: 3 clusters Score -3338252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3338258.750000 Penalty: 4947.562500
	Iteration 99Q: 3 clusters Score -3338259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3338256.250000 Penalty: 4947.562500
	Iteration 100F: 3 clusters Score -3338256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3338257.500000 Penalty: 4947.562500
	Iteration 101Q: 3 clusters Score -3338258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3338257.750000 Penalty: 4947.562500
	Iteration 102Q: 3 clusters Score -3338258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3338258.750000 Penalty: 4947.562500
	Iteration 103Q: 3 clusters Score -3338259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3338258.750000 Penalty: 4947.562500
	Iteration 104F: 3 clusters Score -3338259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Entering Unmasked Estep 
Score: -8617289.000000 Penalty: 2708.703369
	Iteration 0F: 2 clusters Score -8617289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8580098.000000 Penalty: 5417.406738
	Iteration 0F: 3 clusters Score -8580098 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -8594534.000000 Penalty: 5417.406738
	Iteration 1F: 3 clusters Score -8594534 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8595666.000000 Penalty: 5417.406738
	Iteration 2Q: 3 clusters Score -8595666 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -8597380.000000 Penalty: 5417.406738
	Iteration 3F: 3 clusters Score -8597380 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8600079.000000 Penalty: 5417.406738
	Iteration 4F: 3 clusters Score -8600079 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8603899.000000 Penalty: 5417.406738
	Iteration 5F: 3 clusters Score -8603899 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -8608160.000000 Penalty: 5417.406738
	Iteration 6F: 3 clusters Score -8608160 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -8611392.000000 Penalty: 5417.406738
	Iteration 7F: 3 clusters Score -8611392 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8613209.000000 Penalty: 5417.406738
	Iteration 8Q: 3 clusters Score -8613209 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -8614163.000000 Penalty: 5417.406738
	Iteration 9Q: 3 clusters Score -8614163 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -8614546.000000 Penalty: 5417.406738
	Iteration 10Q: 3 clusters Score -8614546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -8614734.000000 Penalty: 5417.406738
	Iteration 11Q: 3 clusters Score -8614734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -8614822.000000 Penalty: 5417.406738
	Iteration 12Q: 3 clusters Score -8614822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -8614861.000000 Penalty: 5417.406738
	Iteration 13Q: 3 clusters Score -8614861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -8614879.000000 Penalty: 5417.406738
	Iteration 14Q: 3 clusters Score -8614879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -8614921.000000 Penalty: 5417.406738
	Iteration 15Q: 3 clusters Score -8614921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -8614940.000000 Penalty: 5417.406738
	Iteration 16Q: 3 clusters Score -8614940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -8614959.000000 Penalty: 5417.406738
	Iteration 17Q: 3 clusters Score -8614959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -8614958.000000 Penalty: 5417.406738
	Iteration 18Q: 3 clusters Score -8614958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -8614967.000000 Penalty: 5417.406738
	Iteration 19Q: 3 clusters Score -8614967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -8614965.000000 Penalty: 5417.406738
	Iteration 20F: 3 clusters Score -8614965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -8614968.000000 Penalty: 5417.406738
	Iteration 21Q: 3 clusters Score -8614968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -8614980.000000 Penalty: 5417.406738
	Iteration 22Q: 3 clusters Score -8614980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -8614982.000000 Penalty: 5417.406738
	Iteration 23Q: 3 clusters Score -8614982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -8614988.000000 Penalty: 5417.406738
	Iteration 24Q: 3 clusters Score -8614988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -8614991.000000 Penalty: 5417.406738
	Iteration 25Q: 3 clusters Score -8614991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -8614986.000000 Penalty: 5417.406738
	Iteration 26Q: 3 clusters Score -8614986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -8614986.000000 Penalty: 5417.406738
	Iteration 27F: 3 clusters Score -8614986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -3210883.750000 Penalty: 2474.288818
	Iteration 0F: 2 clusters Score -3210884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3195809.750000 Penalty: 4948.577637
	Iteration 0F: 3 clusters Score -3195810 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3201334.750000 Penalty: 4948.577637
	Iteration 1F: 3 clusters Score -3201335 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3202391.250000 Penalty: 4948.577637
	Iteration 2F: 3 clusters Score -3202391 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3203679.750000 Penalty: 4948.577637
	Iteration 3F: 3 clusters Score -3203680 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3205097.000000 Penalty: 4948.577637
	Iteration 4F: 3 clusters Score -3205097 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3206483.750000 Penalty: 4948.577637
	Iteration 5F: 3 clusters Score -3206484 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3207464.500000 Penalty: 4948.577637
	Iteration 6F: 3 clusters Score -3207464 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3208100.250000 Penalty: 4948.577637
	Iteration 7F: 3 clusters Score -3208100 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3208495.750000 Penalty: 4948.577637
	Iteration 8Q: 3 clusters Score -3208496 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3208684.750000 Penalty: 4948.577637
	Iteration 9Q: 3 clusters Score -3208685 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3208818.500000 Penalty: 4948.577637
	Iteration 10Q: 3 clusters Score -3208818 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3208905.500000 Penalty: 4948.577637
	Iteration 11Q: 3 clusters Score -3208906 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3208959.500000 Penalty: 4948.577637
	Iteration 12Q: 3 clusters Score -3208960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3209011.000000 Penalty: 4948.577637
	Iteration 13Q: 3 clusters Score -3209011 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3209072.250000 Penalty: 4948.577637
	Iteration 14Q: 3 clusters Score -3209072 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3209094.000000 Penalty: 4948.577637
	Iteration 15Q: 3 clusters Score -3209094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3209131.750000 Penalty: 4948.577637
	Iteration 16Q: 3 clusters Score -3209132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3209152.000000 Penalty: 4948.577637
	Iteration 17Q: 3 clusters Score -3209152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3209156.250000 Penalty: 4948.577637
	Iteration 18Q: 3 clusters Score -3209156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3209178.250000 Penalty: 4948.577637
	Iteration 19Q: 3 clusters Score -3209178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3209184.250000 Penalty: 4948.577637
	Iteration 20F: 3 clusters Score -3209184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3209184.250000 Penalty: 4948.577637
	Iteration 21Q: 3 clusters Score -3209184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3209200.250000 Penalty: 4948.577637
	Iteration 22Q: 3 clusters Score -3209200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3209202.250000 Penalty: 4948.577637
	Iteration 23Q: 3 clusters Score -3209202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3209220.500000 Penalty: 4948.577637
	Iteration 24Q: 3 clusters Score -3209220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3209230.750000 Penalty: 4948.577637
	Iteration 25Q: 3 clusters Score -3209231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3209227.000000 Penalty: 4948.577637
	Iteration 26Q: 3 clusters Score -3209227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3209234.500000 Penalty: 4948.577637
	Iteration 27Q: 3 clusters Score -3209234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3209247.750000 Penalty: 4948.577637
	Iteration 28Q: 3 clusters Score -3209248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3209263.500000 Penalty: 4948.577637
	Iteration 29Q: 3 clusters Score -3209264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3209295.250000 Penalty: 4948.577637
	Iteration 30Q: 3 clusters Score -3209295 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3209328.750000 Penalty: 4948.577637
	Iteration 31Q: 3 clusters Score -3209329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3209369.000000 Penalty: 4948.577637
	Iteration 32Q: 3 clusters Score -3209369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3209413.750000 Penalty: 4948.577637
	Iteration 33Q: 3 clusters Score -3209414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3209462.250000 Penalty: 4948.577637
	Iteration 34Q: 3 clusters Score -3209462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3209524.500000 Penalty: 4948.577637
	Iteration 35Q: 3 clusters Score -3209524 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3209582.250000 Penalty: 4948.577637
	Iteration 36Q: 3 clusters Score -3209582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3209638.500000 Penalty: 4948.577637
	Iteration 37Q: 3 clusters Score -3209638 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3209694.750000 Penalty: 4948.577637
	Iteration 38Q: 3 clusters Score -3209695 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3209749.750000 Penalty: 4948.577637
	Iteration 39Q: 3 clusters Score -3209750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3209788.500000 Penalty: 4948.577637
	Iteration 40F: 3 clusters Score -3209788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3209820.250000 Penalty: 4948.577637
	Iteration 41Q: 3 clusters Score -3209820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3209848.000000 Penalty: 4948.577637
	Iteration 42Q: 3 clusters Score -3209848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3209864.000000 Penalty: 4948.577637
	Iteration 43Q: 3 clusters Score -3209864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3209889.000000 Penalty: 4948.577637
	Iteration 44Q: 3 clusters Score -3209889 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3209908.500000 Penalty: 4948.577637
	Iteration 45Q: 3 clusters Score -3209908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3209929.250000 Penalty: 4948.577637
	Iteration 46Q: 3 clusters Score -3209929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3209954.500000 Penalty: 4948.577637
	Iteration 47Q: 3 clusters Score -3209954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3209998.500000 Penalty: 4948.577637
	Iteration 48Q: 3 clusters Score -3209998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3210013.500000 Penalty: 4948.577637
	Iteration 49Q: 3 clusters Score -3210014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3210041.250000 Penalty: 4948.577637
	Iteration 50Q: 3 clusters Score -3210041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3210050.000000 Penalty: 4948.577637
	Iteration 51Q: 3 clusters Score -3210050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3210059.000000 Penalty: 4948.577637
	Iteration 52Q: 3 clusters Score -3210059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3210056.750000 Penalty: 4948.577637
	Iteration 53Q: 3 clusters Score -3210057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3210060.750000 Penalty: 4948.577637
	Iteration 54Q: 3 clusters Score -3210061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3210071.750000 Penalty: 4948.577637
	Iteration 55Q: 3 clusters Score -3210072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3210073.250000 Penalty: 4948.577637
	Iteration 56Q: 3 clusters Score -3210073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3210071.250000 Penalty: 4948.577637
	Iteration 57Q: 3 clusters Score -3210071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3210069.750000 Penalty: 4948.577637
	Iteration 58Q: 3 clusters Score -3210070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3210074.250000 Penalty: 4948.577637
	Iteration 59Q: 3 clusters Score -3210074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3210085.500000 Penalty: 4948.577637
	Iteration 60F: 3 clusters Score -3210086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3210089.000000 Penalty: 4948.577637
	Iteration 61Q: 3 clusters Score -3210089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3210098.000000 Penalty: 4948.577637
	Iteration 62Q: 3 clusters Score -3210098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3210098.000000 Penalty: 4948.577637
	Iteration 63Q: 3 clusters Score -3210098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3210097.250000 Penalty: 4948.577637
	Iteration 64Q: 3 clusters Score -3210097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3210115.750000 Penalty: 4948.577637
	Iteration 65Q: 3 clusters Score -3210116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3210123.500000 Penalty: 4948.577637
	Iteration 66Q: 3 clusters Score -3210124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3210126.250000 Penalty: 4948.577637
	Iteration 67Q: 3 clusters Score -3210126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3210117.250000 Penalty: 4948.577637
	Iteration 68Q: 3 clusters Score -3210117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3210119.750000 Penalty: 4948.577637
	Iteration 69Q: 3 clusters Score -3210120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3210130.500000 Penalty: 4948.577637
	Iteration 70Q: 3 clusters Score -3210130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3210132.500000 Penalty: 4948.577637
	Iteration 71Q: 3 clusters Score -3210132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3210131.500000 Penalty: 4948.577637
	Iteration 72Q: 3 clusters Score -3210132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3210140.500000 Penalty: 4948.577637
	Iteration 73Q: 3 clusters Score -3210140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3210141.000000 Penalty: 4948.577637
	Iteration 74Q: 3 clusters Score -3210141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3210132.750000 Penalty: 4948.577637
	Iteration 75Q: 3 clusters Score -3210133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3210144.250000 Penalty: 4948.577637
	Iteration 76Q: 3 clusters Score -3210144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3210156.750000 Penalty: 4948.577637
	Iteration 77Q: 3 clusters Score -3210157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3210164.250000 Penalty: 4948.577637
	Iteration 78Q: 3 clusters Score -3210164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3210162.500000 Penalty: 4948.577637
	Iteration 79Q: 3 clusters Score -3210162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3210163.750000 Penalty: 4948.577637
	Iteration 80F: 3 clusters Score -3210164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3210170.750000 Penalty: 4948.577637
	Iteration 81Q: 3 clusters Score -3210171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3210172.000000 Penalty: 4948.577637
	Iteration 82Q: 3 clusters Score -3210172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3210171.750000 Penalty: 4948.577637
	Iteration 83Q: 3 clusters Score -3210172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3210171.250000 Penalty: 4948.577637
	Iteration 84Q: 3 clusters Score -3210171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3210173.250000 Penalty: 4948.577637
	Iteration 85Q: 3 clusters Score -3210173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3210176.500000 Penalty: 4948.577637
	Iteration 86Q: 3 clusters Score -3210176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3210177.250000 Penalty: 4948.577637
	Iteration 87Q: 3 clusters Score -3210177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3210177.500000 Penalty: 4948.577637
	Iteration 88Q: 3 clusters Score -3210178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3210180.250000 Penalty: 4948.577637
	Iteration 89Q: 3 clusters Score -3210180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3210178.000000 Penalty: 4948.577637
	Iteration 90Q: 3 clusters Score -3210178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3210180.500000 Penalty: 4948.577637
	Iteration 91Q: 3 clusters Score -3210180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3210178.250000 Penalty: 4948.577637
	Iteration 92Q: 3 clusters Score -3210178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3210185.750000 Penalty: 4948.577637
	Iteration 93Q: 3 clusters Score -3210186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3210181.500000 Penalty: 4948.577637
	Iteration 94Q: 3 clusters Score -3210182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3210185.750000 Penalty: 4948.577637
	Iteration 95Q: 3 clusters Score -3210186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3210186.000000 Penalty: 4948.577637
	Iteration 96Q: 3 clusters Score -3210186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3210189.000000 Penalty: 4948.577637
	Iteration 97Q: 3 clusters Score -3210189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3210185.500000 Penalty: 4948.577637
	Iteration 98Q: 3 clusters Score -3210186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3210185.500000 Penalty: 4948.577637
	Iteration 99Q: 3 clusters Score -3210186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3210185.500000 Penalty: 4948.577637
	Iteration 100F: 3 clusters Score -3210186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27614.837891 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27614.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27665.712891 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27665.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27676.470703 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27676.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27676.470703 Penalty: 2675.239258
	Iteration 3F: 3 clusters Score -27676.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 137 members 
Entering Unmasked Estep 
Score: -41752.531250 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41752.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41860.808594 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41860.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41931.792969 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41931.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41944.093750 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41944.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41953.464844 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41953.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41953.464844 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -41953.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2636493.000000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2636493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2624004.750000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2624005 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2628843.250000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2628843 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2629841.750000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2629842 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2630821.500000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2630822 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2631755.500000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2631756 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2632679.000000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -2632679 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2633484.250000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -2633484 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2634053.750000 Penalty: 4849.343750
	Iteration 7Q: 3 clusters Score -2634054 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2634452.500000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -2634452 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2634695.500000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -2634696 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2634855.500000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2634856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2635006.750000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2635007 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2635065.000000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2635065 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2635128.000000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2635128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2635188.250000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2635188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2635230.250000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2635230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2635275.750000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2635276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2635318.750000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2635319 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2635366.000000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2635366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2635405.500000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2635406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2635449.750000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2635450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2635480.250000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2635480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2635512.500000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2635512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2635544.250000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2635544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2635569.750000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2635570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2635613.250000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2635613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2635625.250000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2635625 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2635659.000000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2635659 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2635684.250000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2635684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2635717.000000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2635717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2635732.500000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2635732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2635747.000000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2635747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2635763.250000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2635763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2635789.000000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2635789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2635798.750000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -2635799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2635819.250000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -2635819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2635846.250000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -2635846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2635869.500000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -2635870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2635895.500000 Penalty: 4849.343750
	Iteration 38Q: 3 clusters Score -2635896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2635936.000000 Penalty: 4849.343750
	Iteration 39Q: 3 clusters Score -2635936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2635960.000000 Penalty: 4849.343750
	Iteration 40F: 3 clusters Score -2635960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2635987.750000 Penalty: 4849.343750
	Iteration 41Q: 3 clusters Score -2635988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2636014.250000 Penalty: 4849.343750
	Iteration 42Q: 3 clusters Score -2636014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2636045.250000 Penalty: 4849.343750
	Iteration 43Q: 3 clusters Score -2636045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2636123.250000 Penalty: 4849.343750
	Iteration 44Q: 3 clusters Score -2636123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2636242.000000 Penalty: 4849.343750
	Iteration 45Q: 3 clusters Score -2636242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2636363.500000 Penalty: 4849.343750
	Iteration 46Q: 3 clusters Score -2636364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2636451.000000 Penalty: 4849.343750
	Iteration 47Q: 3 clusters Score -2636451 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2636534.000000 Penalty: 4849.343750
	Iteration 48Q: 3 clusters Score -2636534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2636597.500000 Penalty: 4849.343750
	Iteration 49Q: 3 clusters Score -2636598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2636641.750000 Penalty: 4849.343750
	Iteration 50Q: 3 clusters Score -2636642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2636682.500000 Penalty: 4849.343750
	Iteration 51Q: 3 clusters Score -2636682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2636722.250000 Penalty: 4849.343750
	Iteration 52Q: 3 clusters Score -2636722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2636772.500000 Penalty: 4849.343750
	Iteration 53Q: 3 clusters Score -2636772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2636820.500000 Penalty: 4849.343750
	Iteration 54Q: 3 clusters Score -2636820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2636875.250000 Penalty: 4849.343750
	Iteration 55Q: 3 clusters Score -2636875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2636959.000000 Penalty: 4849.343750
	Iteration 56Q: 3 clusters Score -2636959 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2637030.500000 Penalty: 4849.343750
	Iteration 57Q: 3 clusters Score -2637030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2637105.250000 Penalty: 4849.343750
	Iteration 58Q: 3 clusters Score -2637105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2637128.000000 Penalty: 4849.343750
	Iteration 59Q: 3 clusters Score -2637128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2637171.250000 Penalty: 4849.343750
	Iteration 60F: 3 clusters Score -2637171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2637192.750000 Penalty: 4849.343750
	Iteration 61Q: 3 clusters Score -2637193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2637205.500000 Penalty: 4849.343750
	Iteration 62Q: 3 clusters Score -2637206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2637211.250000 Penalty: 4849.343750
	Iteration 63Q: 3 clusters Score -2637211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2637221.000000 Penalty: 4849.343750
	Iteration 64Q: 3 clusters Score -2637221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2637219.500000 Penalty: 4849.343750
	Iteration 65Q: 3 clusters Score -2637220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2637219.000000 Penalty: 4849.343750
	Iteration 66Q: 3 clusters Score -2637219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2637218.750000 Penalty: 4849.343750
	Iteration 67Q: 3 clusters Score -2637219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2637222.250000 Penalty: 4849.343750
	Iteration 68Q: 3 clusters Score -2637222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2637222.000000 Penalty: 4849.343750
	Iteration 69Q: 3 clusters Score -2637222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2637223.250000 Penalty: 4849.343750
	Iteration 70Q: 3 clusters Score -2637223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2637223.250000 Penalty: 4849.343750
	Iteration 71F: 3 clusters Score -2637223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 2246 members 
Entering Unmasked Estep 
Score: -120398872.000000 Penalty: 148260.671875
Splitting cluster 8 changes total score from -120399464.000000 to -120398872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (102642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Entering Unmasked Estep 
Score: -16206958.000000 Penalty: 2861.672607
	Iteration 0F: 2 clusters Score -1.620696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -16143136.000000 Penalty: 5723.345215
	Iteration 0F: 3 clusters Score -1.614314e+07 nChanged 48420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -16170760.000000 Penalty: 5723.345215
	Iteration 1F: 3 clusters Score -1.617076e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -16171836.000000 Penalty: 5723.345215
	Iteration 2Q: 3 clusters Score -1.617184e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -16172813.000000 Penalty: 5723.345215
	Iteration 3Q: 3 clusters Score -1.617281e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -16174481.000000 Penalty: 5723.345215
	Iteration 4Q: 3 clusters Score -1.617448e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -16176928.000000 Penalty: 5723.345215
	Iteration 5Q: 3 clusters Score -1.617693e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -16180389.000000 Penalty: 5723.345215
	Iteration 6F: 3 clusters Score -1.618039e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -16184879.000000 Penalty: 5723.345215
	Iteration 7F: 3 clusters Score -1.618488e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -16189714.000000 Penalty: 5723.345215
	Iteration 8F: 3 clusters Score -1.618971e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -16194190.000000 Penalty: 5723.345215
	Iteration 9F: 3 clusters Score -1.619419e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -16197580.000000 Penalty: 5723.345215
	Iteration 10Q: 3 clusters Score -1.619758e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -16199878.000000 Penalty: 5723.345215
	Iteration 11Q: 3 clusters Score -1.619988e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -16201346.000000 Penalty: 5723.345215
	Iteration 12Q: 3 clusters Score -1.620135e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -16202331.000000 Penalty: 5723.345215
	Iteration 13Q: 3 clusters Score -1.620233e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -16203042.000000 Penalty: 5723.345215
	Iteration 14Q: 3 clusters Score -1.620304e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -16203468.000000 Penalty: 5723.345215
	Iteration 15Q: 3 clusters Score -1.620347e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -16203819.000000 Penalty: 5723.345215
	Iteration 16Q: 3 clusters Score -1.620382e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -16204014.000000 Penalty: 5723.345215
	Iteration 17Q: 3 clusters Score -1.620401e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -16204121.000000 Penalty: 5723.345215
	Iteration 18Q: 3 clusters Score -1.620412e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16204190.000000 Penalty: 5723.345215
	Iteration 19Q: 3 clusters Score -1.620419e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -16204270.000000 Penalty: 5723.345215
	Iteration 20F: 3 clusters Score -1.620427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -16204348.000000 Penalty: 5723.345215
	Iteration 21Q: 3 clusters Score -1.620435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16204383.000000 Penalty: 5723.345215
	Iteration 22Q: 3 clusters Score -1.620438e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16204420.000000 Penalty: 5723.345215
	Iteration 23Q: 3 clusters Score -1.620442e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16204456.000000 Penalty: 5723.345215
	Iteration 24Q: 3 clusters Score -1.620446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16204487.000000 Penalty: 5723.345215
	Iteration 25Q: 3 clusters Score -1.620449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16204512.000000 Penalty: 5723.345215
	Iteration 26Q: 3 clusters Score -1.620451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -16204526.000000 Penalty: 5723.345215
	Iteration 27Q: 3 clusters Score -1.620453e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -16204536.000000 Penalty: 5723.345215
	Iteration 28Q: 3 clusters Score -1.620454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16204570.000000 Penalty: 5723.345215
	Iteration 29Q: 3 clusters Score -1.620457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101341 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16204580.000000 Penalty: 5723.345215
	Iteration 30Q: 3 clusters Score -1.620458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -16204575.000000 Penalty: 5723.345215
	Iteration 31Q: 3 clusters Score -1.620458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16204589.000000 Penalty: 5723.345215
	Iteration 32Q: 3 clusters Score -1.620459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -16204602.000000 Penalty: 5723.345215
	Iteration 33Q: 3 clusters Score -1.62046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16204609.000000 Penalty: 5723.345215
	Iteration 34Q: 3 clusters Score -1.620461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16204618.000000 Penalty: 5723.345215
	Iteration 35Q: 3 clusters Score -1.620462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16204622.000000 Penalty: 5723.345215
	Iteration 36Q: 3 clusters Score -1.620462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16204640.000000 Penalty: 5723.345215
	Iteration 37Q: 3 clusters Score -1.620464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -16204644.000000 Penalty: 5723.345215
	Iteration 38Q: 3 clusters Score -1.620464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16204639.000000 Penalty: 5723.345215
	Iteration 39Q: 3 clusters Score -1.620464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -16204638.000000 Penalty: 5723.345215
	Iteration 40F: 3 clusters Score -1.620464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16204645.000000 Penalty: 5723.345215
	Iteration 41Q: 3 clusters Score -1.620464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16204638.000000 Penalty: 5723.345215
	Iteration 42Q: 3 clusters Score -1.620464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16204636.000000 Penalty: 5723.345215
	Iteration 43Q: 3 clusters Score -1.620464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16204644.000000 Penalty: 5723.345215
	Iteration 44Q: 3 clusters Score -1.620464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -16204647.000000 Penalty: 5723.345215
	Iteration 45Q: 3 clusters Score -1.620465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101447 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16204632.000000 Penalty: 5723.345215
	Iteration 46Q: 3 clusters Score -1.620463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101447 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16204632.000000 Penalty: 5723.345215
	Iteration 47F: 3 clusters Score -1.620463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102733.734375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102733.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102967.085938 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102967.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103040.882812 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -103040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103085.554688 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103107.070312 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103118.398438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103123.320312 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103123.320312 Penalty: 3234.228271
	Iteration 7F: 3 clusters Score -103123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Entering Unmasked Estep 
Score: -2527470.500000 Penalty: 2419.395264
	Iteration 0F: 2 clusters Score -2527470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2515100.250000 Penalty: 4838.790527
	Iteration 0F: 3 clusters Score -2515100 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2519549.000000 Penalty: 4838.790527
	Iteration 1F: 3 clusters Score -2519549 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2520366.000000 Penalty: 4838.790527
	Iteration 2F: 3 clusters Score -2520366 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2521120.500000 Penalty: 4838.790527
	Iteration 3F: 3 clusters Score -2521120 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2521895.250000 Penalty: 4838.790527
	Iteration 4F: 3 clusters Score -2521895 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2522640.000000 Penalty: 4838.790527
	Iteration 5F: 3 clusters Score -2522640 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2523433.500000 Penalty: 4838.790527
	Iteration 6F: 3 clusters Score -2523434 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2524191.750000 Penalty: 4838.790527
	Iteration 7F: 3 clusters Score -2524192 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2524795.000000 Penalty: 4838.790527
	Iteration 8Q: 3 clusters Score -2524795 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2525170.500000 Penalty: 4838.790527
	Iteration 9Q: 3 clusters Score -2525170 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2525409.750000 Penalty: 4838.790527
	Iteration 10Q: 3 clusters Score -2525410 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2525563.500000 Penalty: 4838.790527
	Iteration 11Q: 3 clusters Score -2525564 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2525659.000000 Penalty: 4838.790527
	Iteration 12Q: 3 clusters Score -2525659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2525735.250000 Penalty: 4838.790527
	Iteration 13Q: 3 clusters Score -2525735 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2525797.000000 Penalty: 4838.790527
	Iteration 14Q: 3 clusters Score -2525797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2525845.500000 Penalty: 4838.790527
	Iteration 15Q: 3 clusters Score -2525846 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2525883.750000 Penalty: 4838.790527
	Iteration 16Q: 3 clusters Score -2525884 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2525946.750000 Penalty: 4838.790527
	Iteration 17Q: 3 clusters Score -2525947 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2526003.250000 Penalty: 4838.790527
	Iteration 18Q: 3 clusters Score -2526003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2526050.250000 Penalty: 4838.790527
	Iteration 19Q: 3 clusters Score -2526050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2526102.250000 Penalty: 4838.790527
	Iteration 20F: 3 clusters Score -2526102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2526148.250000 Penalty: 4838.790527
	Iteration 21Q: 3 clusters Score -2526148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2526201.250000 Penalty: 4838.790527
	Iteration 22Q: 3 clusters Score -2526201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2526235.750000 Penalty: 4838.790527
	Iteration 23Q: 3 clusters Score -2526236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2526274.750000 Penalty: 4838.790527
	Iteration 24Q: 3 clusters Score -2526275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2526305.250000 Penalty: 4838.790527
	Iteration 25Q: 3 clusters Score -2526305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2526327.250000 Penalty: 4838.790527
	Iteration 26Q: 3 clusters Score -2526327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2526365.250000 Penalty: 4838.790527
	Iteration 27Q: 3 clusters Score -2526365 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2526396.000000 Penalty: 4838.790527
	Iteration 28Q: 3 clusters Score -2526396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2526445.250000 Penalty: 4838.790527
	Iteration 29Q: 3 clusters Score -2526445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2526485.000000 Penalty: 4838.790527
	Iteration 30Q: 3 clusters Score -2526485 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2526505.000000 Penalty: 4838.790527
	Iteration 31Q: 3 clusters Score -2526505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2526533.750000 Penalty: 4838.790527
	Iteration 32Q: 3 clusters Score -2526534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2526547.250000 Penalty: 4838.790527
	Iteration 33Q: 3 clusters Score -2526547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2526560.500000 Penalty: 4838.790527
	Iteration 34Q: 3 clusters Score -2526560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2526571.250000 Penalty: 4838.790527
	Iteration 35Q: 3 clusters Score -2526571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2526578.500000 Penalty: 4838.790527
	Iteration 36Q: 3 clusters Score -2526578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2526582.000000 Penalty: 4838.790527
	Iteration 37Q: 3 clusters Score -2526582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2526591.750000 Penalty: 4838.790527
	Iteration 38Q: 3 clusters Score -2526592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2526594.500000 Penalty: 4838.790527
	Iteration 39Q: 3 clusters Score -2526594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2526597.250000 Penalty: 4838.790527
	Iteration 40F: 3 clusters Score -2526597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2526601.500000 Penalty: 4838.790527
	Iteration 41Q: 3 clusters Score -2526602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2526614.250000 Penalty: 4838.790527
	Iteration 42Q: 3 clusters Score -2526614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2526623.000000 Penalty: 4838.790527
	Iteration 43Q: 3 clusters Score -2526623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2526627.750000 Penalty: 4838.790527
	Iteration 44Q: 3 clusters Score -2526628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2526631.250000 Penalty: 4838.790527
	Iteration 45Q: 3 clusters Score -2526631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2526637.500000 Penalty: 4838.790527
	Iteration 46Q: 3 clusters Score -2526638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2526648.000000 Penalty: 4838.790527
	Iteration 47Q: 3 clusters Score -2526648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2526644.250000 Penalty: 4838.790527
	Iteration 48Q: 3 clusters Score -2526644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2526664.000000 Penalty: 4838.790527
	Iteration 49Q: 3 clusters Score -2526664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2526657.250000 Penalty: 4838.790527
	Iteration 50Q: 3 clusters Score -2526657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2526665.250000 Penalty: 4838.790527
	Iteration 51Q: 3 clusters Score -2526665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2526667.500000 Penalty: 4838.790527
	Iteration 52Q: 3 clusters Score -2526668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2526669.250000 Penalty: 4838.790527
	Iteration 53Q: 3 clusters Score -2526669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2526668.750000 Penalty: 4838.790527
	Iteration 54Q: 3 clusters Score -2526669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2526672.250000 Penalty: 4838.790527
	Iteration 55Q: 3 clusters Score -2526672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2526672.750000 Penalty: 4838.790527
	Iteration 56Q: 3 clusters Score -2526673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2526675.750000 Penalty: 4838.790527
	Iteration 57Q: 3 clusters Score -2526676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2526676.750000 Penalty: 4838.790527
	Iteration 58Q: 3 clusters Score -2526677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2526686.250000 Penalty: 4838.790527
	Iteration 59Q: 3 clusters Score -2526686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2526688.500000 Penalty: 4838.790527
	Iteration 60F: 3 clusters Score -2526688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2526691.000000 Penalty: 4838.790527
	Iteration 61Q: 3 clusters Score -2526691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2526693.250000 Penalty: 4838.790527
	Iteration 62Q: 3 clusters Score -2526693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2526697.750000 Penalty: 4838.790527
	Iteration 63Q: 3 clusters Score -2526698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2526693.750000 Penalty: 4838.790527
	Iteration 64Q: 3 clusters Score -2526694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2526696.000000 Penalty: 4838.790527
	Iteration 65Q: 3 clusters Score -2526696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2526699.250000 Penalty: 4838.790527
	Iteration 66Q: 3 clusters Score -2526699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2526700.250000 Penalty: 4838.790527
	Iteration 67Q: 3 clusters Score -2526700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2526701.750000 Penalty: 4838.790527
	Iteration 68Q: 3 clusters Score -2526702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2526703.000000 Penalty: 4838.790527
	Iteration 69Q: 3 clusters Score -2526703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2526703.000000 Penalty: 4838.790527
	Iteration 70Q: 3 clusters Score -2526703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2526702.750000 Penalty: 4838.790527
	Iteration 71Q: 3 clusters Score -2526703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2526701.750000 Penalty: 4838.790527
	Iteration 72Q: 3 clusters Score -2526702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2526704.000000 Penalty: 4838.790527
	Iteration 73Q: 3 clusters Score -2526704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2526710.500000 Penalty: 4838.790527
	Iteration 74Q: 3 clusters Score -2526710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2526710.250000 Penalty: 4838.790527
	Iteration 75Q: 3 clusters Score -2526710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2526712.500000 Penalty: 4838.790527
	Iteration 76Q: 3 clusters Score -2526712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2526712.750000 Penalty: 4838.790527
	Iteration 77Q: 3 clusters Score -2526713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2526711.000000 Penalty: 4838.790527
	Iteration 78Q: 3 clusters Score -2526711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2526717.750000 Penalty: 4838.790527
	Iteration 79Q: 3 clusters Score -2526718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2526720.750000 Penalty: 4838.790527
	Iteration 80F: 3 clusters Score -2526721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2526725.500000 Penalty: 4838.790527
	Iteration 81Q: 3 clusters Score -2526726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2526728.250000 Penalty: 4838.790527
	Iteration 82Q: 3 clusters Score -2526728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2526725.000000 Penalty: 4838.790527
	Iteration 83Q: 3 clusters Score -2526725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2526728.000000 Penalty: 4838.790527
	Iteration 84Q: 3 clusters Score -2526728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2526731.250000 Penalty: 4838.790527
	Iteration 85Q: 3 clusters Score -2526731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2526729.250000 Penalty: 4838.790527
	Iteration 86Q: 3 clusters Score -2526729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2526734.000000 Penalty: 4838.790527
	Iteration 87Q: 3 clusters Score -2526734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2526734.500000 Penalty: 4838.790527
	Iteration 88Q: 3 clusters Score -2526734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2526733.000000 Penalty: 4838.790527
	Iteration 89Q: 3 clusters Score -2526733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2526733.000000 Penalty: 4838.790527
	Iteration 90F: 3 clusters Score -2526733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 152 members 
Entering Unmasked Estep 
Score: -31978.931641 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -31978.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32196.607422 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32196.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32321.158203 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32321.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32381.371094 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32381.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32448.818359 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32448.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32461.132812 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32461.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32468.828125 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32468.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32505.208984 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -32505.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32530.908203 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -32530.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32548.683594 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -32548.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32553.242188 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -32553.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32553.242188 Penalty: 2812.260986
	Iteration 11F: 3 clusters Score -32553.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -1213020.500000 Penalty: 2236.756836
	Iteration 0F: 2 clusters Score -1213020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1206427.000000 Penalty: 4473.513672
	Iteration 0F: 3 clusters Score -1206427 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1208374.000000 Penalty: 4473.513672
	Iteration 1F: 3 clusters Score -1208374 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1208756.375000 Penalty: 4473.513672
	Iteration 2F: 3 clusters Score -1208756 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1209036.000000 Penalty: 4473.513672
	Iteration 3F: 3 clusters Score -1209036 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1209294.500000 Penalty: 4473.513672
	Iteration 4F: 3 clusters Score -1209294 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1209535.625000 Penalty: 4473.513672
	Iteration 5Q: 3 clusters Score -1209536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1209748.125000 Penalty: 4473.513672
	Iteration 6Q: 3 clusters Score -1209748 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1209914.875000 Penalty: 4473.513672
	Iteration 7Q: 3 clusters Score -1209915 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1210067.750000 Penalty: 4473.513672
	Iteration 8Q: 3 clusters Score -1210068 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1210237.875000 Penalty: 4473.513672
	Iteration 9Q: 3 clusters Score -1210238 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1210420.500000 Penalty: 4473.513672
	Iteration 10Q: 3 clusters Score -1210420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1210590.500000 Penalty: 4473.513672
	Iteration 11Q: 3 clusters Score -1210590 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1210721.750000 Penalty: 4473.513672
	Iteration 12Q: 3 clusters Score -1210722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1210812.625000 Penalty: 4473.513672
	Iteration 13Q: 3 clusters Score -1210813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1210888.250000 Penalty: 4473.513672
	Iteration 14Q: 3 clusters Score -1210888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1210967.000000 Penalty: 4473.513672
	Iteration 15Q: 3 clusters Score -1210967 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1211025.375000 Penalty: 4473.513672
	Iteration 16Q: 3 clusters Score -1211025 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1211057.250000 Penalty: 4473.513672
	Iteration 17Q: 3 clusters Score -1211057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1211086.625000 Penalty: 4473.513672
	Iteration 18Q: 3 clusters Score -1211087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1211105.625000 Penalty: 4473.513672
	Iteration 19Q: 3 clusters Score -1211106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1211114.250000 Penalty: 4473.513672
	Iteration 20F: 3 clusters Score -1211114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1211122.875000 Penalty: 4473.513672
	Iteration 21Q: 3 clusters Score -1211123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1211130.375000 Penalty: 4473.513672
	Iteration 22Q: 3 clusters Score -1211130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1211134.000000 Penalty: 4473.513672
	Iteration 23Q: 3 clusters Score -1211134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1211138.875000 Penalty: 4473.513672
	Iteration 24Q: 3 clusters Score -1211139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1211139.750000 Penalty: 4473.513672
	Iteration 25Q: 3 clusters Score -1211140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1211144.625000 Penalty: 4473.513672
	Iteration 26Q: 3 clusters Score -1211145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1211146.000000 Penalty: 4473.513672
	Iteration 27Q: 3 clusters Score -1211146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1211149.875000 Penalty: 4473.513672
	Iteration 28Q: 3 clusters Score -1211150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1211156.625000 Penalty: 4473.513672
	Iteration 29Q: 3 clusters Score -1211157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1211163.625000 Penalty: 4473.513672
	Iteration 30Q: 3 clusters Score -1211164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1211167.000000 Penalty: 4473.513672
	Iteration 31Q: 3 clusters Score -1211167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1211171.000000 Penalty: 4473.513672
	Iteration 32Q: 3 clusters Score -1211171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1211172.125000 Penalty: 4473.513672
	Iteration 33Q: 3 clusters Score -1211172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1211175.750000 Penalty: 4473.513672
	Iteration 34Q: 3 clusters Score -1211176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1211181.000000 Penalty: 4473.513672
	Iteration 35Q: 3 clusters Score -1211181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1211182.125000 Penalty: 4473.513672
	Iteration 36Q: 3 clusters Score -1211182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1211185.125000 Penalty: 4473.513672
	Iteration 37Q: 3 clusters Score -1211185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1211186.750000 Penalty: 4473.513672
	Iteration 38Q: 3 clusters Score -1211187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1211186.000000 Penalty: 4473.513672
	Iteration 39Q: 3 clusters Score -1211186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1211184.250000 Penalty: 4473.513672
	Iteration 40F: 3 clusters Score -1211184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1211186.125000 Penalty: 4473.513672
	Iteration 41Q: 3 clusters Score -1211186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1211186.875000 Penalty: 4473.513672
	Iteration 42Q: 3 clusters Score -1211187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1211188.000000 Penalty: 4473.513672
	Iteration 43Q: 3 clusters Score -1211188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1211188.000000 Penalty: 4473.513672
	Iteration 44F: 3 clusters Score -1211188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -5072257.500000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -5072258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5050039.000000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -5050039 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5058412.500000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -5058412 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5059008.500000 Penalty: 5152.376953
	Iteration 2Q: 3 clusters Score -5059008 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5059603.000000 Penalty: 5152.376953
	Iteration 3Q: 3 clusters Score -5059603 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5060144.000000 Penalty: 5152.376953
	Iteration 4Q: 3 clusters Score -5060144 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5060722.000000 Penalty: 5152.376953
	Iteration 5Q: 3 clusters Score -5060722 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5061197.500000 Penalty: 5152.376953
	Iteration 6Q: 3 clusters Score -5061198 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5061628.500000 Penalty: 5152.376953
	Iteration 7Q: 3 clusters Score -5061628 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5062032.500000 Penalty: 5152.376953
	Iteration 8Q: 3 clusters Score -5062032 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5062362.500000 Penalty: 5152.376953
	Iteration 9Q: 3 clusters Score -5062362 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -5062676.000000 Penalty: 5152.376953
	Iteration 10Q: 3 clusters Score -5062676 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5063015.500000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -5063016 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5063334.500000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -5063334 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5063688.500000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -5063688 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5064003.500000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -5064004 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5064408.000000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -5064408 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5064874.500000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -5064874 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5065378.500000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -5065378 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -5066004.000000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -5066004 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5066618.500000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -5066618 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -5067219.000000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -5067219 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5067704.500000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -5067704 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -5068103.000000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -5068103 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -5068515.000000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -5068515 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5068824.500000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -5068824 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5069070.500000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -5069070 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5069287.500000 Penalty: 5152.376953
	Iteration 26Q: 3 clusters Score -5069288 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5069456.500000 Penalty: 5152.376953
	Iteration 27Q: 3 clusters Score -5069456 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5069585.000000 Penalty: 5152.376953
	Iteration 28Q: 3 clusters Score -5069585 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5069703.000000 Penalty: 5152.376953
	Iteration 29Q: 3 clusters Score -5069703 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5069784.000000 Penalty: 5152.376953
	Iteration 30Q: 3 clusters Score -5069784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5069866.000000 Penalty: 5152.376953
	Iteration 31Q: 3 clusters Score -5069866 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5069936.500000 Penalty: 5152.376953
	Iteration 32Q: 3 clusters Score -5069936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5070000.500000 Penalty: 5152.376953
	Iteration 33Q: 3 clusters Score -5070000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5070058.000000 Penalty: 5152.376953
	Iteration 34Q: 3 clusters Score -5070058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5070087.500000 Penalty: 5152.376953
	Iteration 35Q: 3 clusters Score -5070088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5070114.500000 Penalty: 5152.376953
	Iteration 36Q: 3 clusters Score -5070114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5070113.000000 Penalty: 5152.376953
	Iteration 37Q: 3 clusters Score -5070113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5070122.500000 Penalty: 5152.376953
	Iteration 38Q: 3 clusters Score -5070122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5070142.500000 Penalty: 5152.376953
	Iteration 39Q: 3 clusters Score -5070142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5070150.000000 Penalty: 5152.376953
	Iteration 40F: 3 clusters Score -5070150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5070150.000000 Penalty: 5152.376953
	Iteration 41Q: 3 clusters Score -5070150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5070160.500000 Penalty: 5152.376953
	Iteration 42Q: 3 clusters Score -5070160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5070165.500000 Penalty: 5152.376953
	Iteration 43Q: 3 clusters Score -5070166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5070174.500000 Penalty: 5152.376953
	Iteration 44Q: 3 clusters Score -5070174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5070180.500000 Penalty: 5152.376953
	Iteration 45Q: 3 clusters Score -5070180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5070191.000000 Penalty: 5152.376953
	Iteration 46Q: 3 clusters Score -5070191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5070188.500000 Penalty: 5152.376953
	Iteration 47Q: 3 clusters Score -5070188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5070204.000000 Penalty: 5152.376953
	Iteration 48Q: 3 clusters Score -5070204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5070203.000000 Penalty: 5152.376953
	Iteration 49Q: 3 clusters Score -5070203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5070204.500000 Penalty: 5152.376953
	Iteration 50Q: 3 clusters Score -5070204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5070217.000000 Penalty: 5152.376953
	Iteration 51Q: 3 clusters Score -5070217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5070213.500000 Penalty: 5152.376953
	Iteration 52Q: 3 clusters Score -5070214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5070216.500000 Penalty: 5152.376953
	Iteration 53Q: 3 clusters Score -5070216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5070225.500000 Penalty: 5152.376953
	Iteration 54Q: 3 clusters Score -5070226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5070228.000000 Penalty: 5152.376953
	Iteration 55Q: 3 clusters Score -5070228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5070231.000000 Penalty: 5152.376953
	Iteration 56Q: 3 clusters Score -5070231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5070225.500000 Penalty: 5152.376953
	Iteration 57Q: 3 clusters Score -5070226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5070230.500000 Penalty: 5152.376953
	Iteration 58Q: 3 clusters Score -5070230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5070230.000000 Penalty: 5152.376953
	Iteration 59Q: 3 clusters Score -5070230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5070228.000000 Penalty: 5152.376953
	Iteration 60F: 3 clusters Score -5070228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5070228.500000 Penalty: 5152.376953
	Iteration 61Q: 3 clusters Score -5070228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5070232.000000 Penalty: 5152.376953
	Iteration 62Q: 3 clusters Score -5070232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5070232.000000 Penalty: 5152.376953
	Iteration 63Q: 3 clusters Score -5070232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5070232.500000 Penalty: 5152.376953
	Iteration 64Q: 3 clusters Score -5070232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5070231.000000 Penalty: 5152.376953
	Iteration 65Q: 3 clusters Score -5070231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5070229.000000 Penalty: 5152.376953
	Iteration 66Q: 3 clusters Score -5070229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5070230.500000 Penalty: 5152.376953
	Iteration 67Q: 3 clusters Score -5070230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5070230.500000 Penalty: 5152.376953
	Iteration 68F: 3 clusters Score -5070230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Entering Unmasked Estep 
Score: -10026211.000000 Penalty: 2742.436523
	Iteration 0F: 2 clusters Score -1.002621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -9984081.000000 Penalty: 5484.873047
	Iteration 0F: 3 clusters Score -9984081 nChanged 29702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -10001246.000000 Penalty: 5484.873047
	Iteration 1F: 3 clusters Score -1.000125e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -10002368.000000 Penalty: 5484.873047
	Iteration 2Q: 3 clusters Score -1.000237e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -10003770.000000 Penalty: 5484.873047
	Iteration 3F: 3 clusters Score -1.000377e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -10005717.000000 Penalty: 5484.873047
	Iteration 4F: 3 clusters Score -1.000572e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -10008082.000000 Penalty: 5484.873047
	Iteration 5F: 3 clusters Score -1.000808e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -10010884.000000 Penalty: 5484.873047
	Iteration 6F: 3 clusters Score -1.001088e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -10013999.000000 Penalty: 5484.873047
	Iteration 7F: 3 clusters Score -1.0014e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -10016855.000000 Penalty: 5484.873047
	Iteration 8F: 3 clusters Score -1.001686e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -10019460.000000 Penalty: 5484.873047
	Iteration 9Q: 3 clusters Score -1.001946e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10021344.000000 Penalty: 5484.873047
	Iteration 10Q: 3 clusters Score -1.002134e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10022441.000000 Penalty: 5484.873047
	Iteration 11Q: 3 clusters Score -1.002244e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10023066.000000 Penalty: 5484.873047
	Iteration 12Q: 3 clusters Score -1.002307e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10023358.000000 Penalty: 5484.873047
	Iteration 13Q: 3 clusters Score -1.002336e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10023495.000000 Penalty: 5484.873047
	Iteration 14Q: 3 clusters Score -1.00235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10023629.000000 Penalty: 5484.873047
	Iteration 15Q: 3 clusters Score -1.002363e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10023702.000000 Penalty: 5484.873047
	Iteration 16Q: 3 clusters Score -1.00237e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10023773.000000 Penalty: 5484.873047
	Iteration 17Q: 3 clusters Score -1.002377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10023800.000000 Penalty: 5484.873047
	Iteration 18Q: 3 clusters Score -1.00238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10023822.000000 Penalty: 5484.873047
	Iteration 19Q: 3 clusters Score -1.002382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10023839.000000 Penalty: 5484.873047
	Iteration 20F: 3 clusters Score -1.002384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10023857.000000 Penalty: 5484.873047
	Iteration 21Q: 3 clusters Score -1.002386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10023868.000000 Penalty: 5484.873047
	Iteration 22Q: 3 clusters Score -1.002387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10023877.000000 Penalty: 5484.873047
	Iteration 23Q: 3 clusters Score -1.002388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10023877.000000 Penalty: 5484.873047
	Iteration 24Q: 3 clusters Score -1.002388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10023874.000000 Penalty: 5484.873047
	Iteration 25Q: 3 clusters Score -1.002387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10023877.000000 Penalty: 5484.873047
	Iteration 26Q: 3 clusters Score -1.002388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10023883.000000 Penalty: 5484.873047
	Iteration 27Q: 3 clusters Score -1.002388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10023887.000000 Penalty: 5484.873047
	Iteration 28Q: 3 clusters Score -1.002389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10023888.000000 Penalty: 5484.873047
	Iteration 29Q: 3 clusters Score -1.002389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10023875.000000 Penalty: 5484.873047
	Iteration 30Q: 3 clusters Score -1.002388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10023884.000000 Penalty: 5484.873047
	Iteration 31Q: 3 clusters Score -1.002388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10023883.000000 Penalty: 5484.873047
	Iteration 32Q: 3 clusters Score -1.002388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10023892.000000 Penalty: 5484.873047
	Iteration 33Q: 3 clusters Score -1.002389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10023894.000000 Penalty: 5484.873047
	Iteration 34Q: 3 clusters Score -1.002389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10023897.000000 Penalty: 5484.873047
	Iteration 35Q: 3 clusters Score -1.00239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10023902.000000 Penalty: 5484.873047
	Iteration 36Q: 3 clusters Score -1.00239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10023903.000000 Penalty: 5484.873047
	Iteration 37Q: 3 clusters Score -1.00239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10023903.000000 Penalty: 5484.873047
	Iteration 38F: 3 clusters Score -1.00239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Entering Unmasked Estep 
Score: -2678454.250000 Penalty: 2429.148926
	Iteration 0F: 2 clusters Score -2678454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2665784.500000 Penalty: 4858.297852
	Iteration 0F: 3 clusters Score -2665784 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2670082.750000 Penalty: 4858.297852
	Iteration 1F: 3 clusters Score -2670083 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2670650.500000 Penalty: 4858.297852
	Iteration 2F: 3 clusters Score -2670650 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2671177.500000 Penalty: 4858.297852
	Iteration 3F: 3 clusters Score -2671178 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2671734.250000 Penalty: 4858.297852
	Iteration 4F: 3 clusters Score -2671734 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2672357.000000 Penalty: 4858.297852
	Iteration 5F: 3 clusters Score -2672357 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2673086.000000 Penalty: 4858.297852
	Iteration 6F: 3 clusters Score -2673086 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2673820.500000 Penalty: 4858.297852
	Iteration 7F: 3 clusters Score -2673820 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2674458.000000 Penalty: 4858.297852
	Iteration 8Q: 3 clusters Score -2674458 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2674981.750000 Penalty: 4858.297852
	Iteration 9Q: 3 clusters Score -2674982 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2675346.000000 Penalty: 4858.297852
	Iteration 10Q: 3 clusters Score -2675346 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2675613.000000 Penalty: 4858.297852
	Iteration 11Q: 3 clusters Score -2675613 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2675796.500000 Penalty: 4858.297852
	Iteration 12Q: 3 clusters Score -2675796 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2675954.500000 Penalty: 4858.297852
	Iteration 13Q: 3 clusters Score -2675954 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2676101.500000 Penalty: 4858.297852
	Iteration 14Q: 3 clusters Score -2676102 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2676234.750000 Penalty: 4858.297852
	Iteration 15Q: 3 clusters Score -2676235 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2676342.250000 Penalty: 4858.297852
	Iteration 16Q: 3 clusters Score -2676342 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 4858.297852
	Iteration 17Q: 3 clusters Score -2676440 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2676494.750000 Penalty: 4858.297852
	Iteration 18Q: 3 clusters Score -2676495 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2676567.000000 Penalty: 4858.297852
	Iteration 19Q: 3 clusters Score -2676567 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2676642.500000 Penalty: 4858.297852
	Iteration 20F: 3 clusters Score -2676642 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2676682.500000 Penalty: 4858.297852
	Iteration 21Q: 3 clusters Score -2676682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2676720.500000 Penalty: 4858.297852
	Iteration 22Q: 3 clusters Score -2676720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2676750.500000 Penalty: 4858.297852
	Iteration 23Q: 3 clusters Score -2676750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2676773.750000 Penalty: 4858.297852
	Iteration 24Q: 3 clusters Score -2676774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2676805.750000 Penalty: 4858.297852
	Iteration 25Q: 3 clusters Score -2676806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2676807.000000 Penalty: 4858.297852
	Iteration 26Q: 3 clusters Score -2676807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2676817.500000 Penalty: 4858.297852
	Iteration 27Q: 3 clusters Score -2676818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2676831.750000 Penalty: 4858.297852
	Iteration 28Q: 3 clusters Score -2676832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2676838.250000 Penalty: 4858.297852
	Iteration 29Q: 3 clusters Score -2676838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2676855.000000 Penalty: 4858.297852
	Iteration 30Q: 3 clusters Score -2676855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2676857.750000 Penalty: 4858.297852
	Iteration 31Q: 3 clusters Score -2676858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2676861.250000 Penalty: 4858.297852
	Iteration 32Q: 3 clusters Score -2676861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2676867.000000 Penalty: 4858.297852
	Iteration 33Q: 3 clusters Score -2676867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2676884.000000 Penalty: 4858.297852
	Iteration 34Q: 3 clusters Score -2676884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2676881.250000 Penalty: 4858.297852
	Iteration 35Q: 3 clusters Score -2676881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2676887.250000 Penalty: 4858.297852
	Iteration 36Q: 3 clusters Score -2676887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2676881.000000 Penalty: 4858.297852
	Iteration 37Q: 3 clusters Score -2676881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2676884.750000 Penalty: 4858.297852
	Iteration 38Q: 3 clusters Score -2676885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2676889.250000 Penalty: 4858.297852
	Iteration 39Q: 3 clusters Score -2676889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2676883.250000 Penalty: 4858.297852
	Iteration 40F: 3 clusters Score -2676883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2676886.250000 Penalty: 4858.297852
	Iteration 41Q: 3 clusters Score -2676886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2676885.500000 Penalty: 4858.297852
	Iteration 42Q: 3 clusters Score -2676886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2676888.000000 Penalty: 4858.297852
	Iteration 43Q: 3 clusters Score -2676888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2676886.750000 Penalty: 4858.297852
	Iteration 44Q: 3 clusters Score -2676887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2676888.750000 Penalty: 4858.297852
	Iteration 45Q: 3 clusters Score -2676889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2676892.500000 Penalty: 4858.297852
	Iteration 46Q: 3 clusters Score -2676892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2676891.750000 Penalty: 4858.297852
	Iteration 47Q: 3 clusters Score -2676892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2676897.000000 Penalty: 4858.297852
	Iteration 48Q: 3 clusters Score -2676897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2676899.250000 Penalty: 4858.297852
	Iteration 49Q: 3 clusters Score -2676899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2676902.000000 Penalty: 4858.297852
	Iteration 50Q: 3 clusters Score -2676902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2676898.000000 Penalty: 4858.297852
	Iteration 51Q: 3 clusters Score -2676898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2676898.000000 Penalty: 4858.297852
	Iteration 52Q: 3 clusters Score -2676898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2676902.000000 Penalty: 4858.297852
	Iteration 53Q: 3 clusters Score -2676902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2676903.500000 Penalty: 4858.297852
	Iteration 54Q: 3 clusters Score -2676904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2676900.000000 Penalty: 4858.297852
	Iteration 55Q: 3 clusters Score -2676900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2676894.750000 Penalty: 4858.297852
	Iteration 56Q: 3 clusters Score -2676895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2676896.750000 Penalty: 4858.297852
	Iteration 57Q: 3 clusters Score -2676897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2676896.250000 Penalty: 4858.297852
	Iteration 58Q: 3 clusters Score -2676896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2676904.750000 Penalty: 4858.297852
	Iteration 59Q: 3 clusters Score -2676905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2676901.500000 Penalty: 4858.297852
	Iteration 60F: 3 clusters Score -2676902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2676900.500000 Penalty: 4858.297852
	Iteration 61Q: 3 clusters Score -2676900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2676908.000000 Penalty: 4858.297852
	Iteration 62Q: 3 clusters Score -2676908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2676910.750000 Penalty: 4858.297852
	Iteration 63Q: 3 clusters Score -2676911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2676912.500000 Penalty: 4858.297852
	Iteration 64Q: 3 clusters Score -2676912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2676913.500000 Penalty: 4858.297852
	Iteration 65Q: 3 clusters Score -2676914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2676915.250000 Penalty: 4858.297852
	Iteration 66Q: 3 clusters Score -2676915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2676914.250000 Penalty: 4858.297852
	Iteration 67Q: 3 clusters Score -2676914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2676920.000000 Penalty: 4858.297852
	Iteration 68Q: 3 clusters Score -2676920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2676917.500000 Penalty: 4858.297852
	Iteration 69Q: 3 clusters Score -2676918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2676915.250000 Penalty: 4858.297852
	Iteration 70Q: 3 clusters Score -2676915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2676913.000000 Penalty: 4858.297852
	Iteration 71Q: 3 clusters Score -2676913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2676914.750000 Penalty: 4858.297852
	Iteration 72Q: 3 clusters Score -2676915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2676913.500000 Penalty: 4858.297852
	Iteration 73Q: 3 clusters Score -2676914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2676915.500000 Penalty: 4858.297852
	Iteration 74Q: 3 clusters Score -2676916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2676914.000000 Penalty: 4858.297852
	Iteration 75Q: 3 clusters Score -2676914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2676911.250000 Penalty: 4858.297852
	Iteration 76Q: 3 clusters Score -2676911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2676915.250000 Penalty: 4858.297852
	Iteration 77Q: 3 clusters Score -2676915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2676915.250000 Penalty: 4858.297852
	Iteration 78F: 3 clusters Score -2676915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 139 members 
Entering Unmasked Estep 
Score: -35248.152344 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35248.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35380.570312 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35380.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35410.609375 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35410.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35432.289062 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35432.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35440.488281 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35440.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35447.226562 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -35447.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35451.871094 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -35451.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35451.871094 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -35451.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Entering Unmasked Estep 
Score: -6470507.000000 Penalty: 2638.584717
	Iteration 0F: 2 clusters Score -6470507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6442311.500000 Penalty: 5277.169434
	Iteration 0F: 3 clusters Score -6442312 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -6452879.500000 Penalty: 5277.169434
	Iteration 1F: 3 clusters Score -6452880 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6453532.500000 Penalty: 5277.169434
	Iteration 2Q: 3 clusters Score -6453532 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -6454254.500000 Penalty: 5277.169434
	Iteration 3Q: 3 clusters Score -6454254 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -6455158.500000 Penalty: 5277.169434
	Iteration 4Q: 3 clusters Score -6455158 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -6456203.500000 Penalty: 5277.169434
	Iteration 5F: 3 clusters Score -6456204 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6457689.500000 Penalty: 5277.169434
	Iteration 6F: 3 clusters Score -6457690 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -6459254.500000 Penalty: 5277.169434
	Iteration 7F: 3 clusters Score -6459254 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -6460478.500000 Penalty: 5277.169434
	Iteration 8F: 3 clusters Score -6460478 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -6461201.500000 Penalty: 5277.169434
	Iteration 9Q: 3 clusters Score -6461202 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -6461708.000000 Penalty: 5277.169434
	Iteration 10Q: 3 clusters Score -6461708 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -6462073.500000 Penalty: 5277.169434
	Iteration 11Q: 3 clusters Score -6462074 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6462290.000000 Penalty: 5277.169434
	Iteration 12Q: 3 clusters Score -6462290 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6462397.000000 Penalty: 5277.169434
	Iteration 13Q: 3 clusters Score -6462397 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -6462489.000000 Penalty: 5277.169434
	Iteration 14Q: 3 clusters Score -6462489 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6462560.000000 Penalty: 5277.169434
	Iteration 15Q: 3 clusters Score -6462560 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -6462570.500000 Penalty: 5277.169434
	Iteration 16Q: 3 clusters Score -6462570 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -6462628.500000 Penalty: 5277.169434
	Iteration 17Q: 3 clusters Score -6462628 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -6462698.500000 Penalty: 5277.169434
	Iteration 18Q: 3 clusters Score -6462698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -6462736.500000 Penalty: 5277.169434
	Iteration 19Q: 3 clusters Score -6462736 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -6462814.500000 Penalty: 5277.169434
	Iteration 20F: 3 clusters Score -6462814 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -6462882.000000 Penalty: 5277.169434
	Iteration 21Q: 3 clusters Score -6462882 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -6462978.500000 Penalty: 5277.169434
	Iteration 22Q: 3 clusters Score -6462978 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -6463118.500000 Penalty: 5277.169434
	Iteration 23Q: 3 clusters Score -6463118 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -6463307.000000 Penalty: 5277.169434
	Iteration 24Q: 3 clusters Score -6463307 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -6463559.000000 Penalty: 5277.169434
	Iteration 25Q: 3 clusters Score -6463559 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -6463861.000000 Penalty: 5277.169434
	Iteration 26Q: 3 clusters Score -6463861 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6464220.000000 Penalty: 5277.169434
	Iteration 27Q: 3 clusters Score -6464220 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -6464658.000000 Penalty: 5277.169434
	Iteration 28Q: 3 clusters Score -6464658 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6465123.000000 Penalty: 5277.169434
	Iteration 29Q: 3 clusters Score -6465123 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -6465543.500000 Penalty: 5277.169434
	Iteration 30Q: 3 clusters Score -6465544 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -6465907.500000 Penalty: 5277.169434
	Iteration 31Q: 3 clusters Score -6465908 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6466235.000000 Penalty: 5277.169434
	Iteration 32Q: 3 clusters Score -6466235 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -6466601.500000 Penalty: 5277.169434
	Iteration 33Q: 3 clusters Score -6466602 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -6466907.500000 Penalty: 5277.169434
	Iteration 34Q: 3 clusters Score -6466908 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -6467271.500000 Penalty: 5277.169434
	Iteration 35Q: 3 clusters Score -6467272 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -6467597.500000 Penalty: 5277.169434
	Iteration 36Q: 3 clusters Score -6467598 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6467962.500000 Penalty: 5277.169434
	Iteration 37Q: 3 clusters Score -6467962 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6468291.500000 Penalty: 5277.169434
	Iteration 38Q: 3 clusters Score -6468292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -6468637.000000 Penalty: 5277.169434
	Iteration 39Q: 3 clusters Score -6468637 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -6468929.000000 Penalty: 5277.169434
	Iteration 40F: 3 clusters Score -6468929 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6469195.500000 Penalty: 5277.169434
	Iteration 41Q: 3 clusters Score -6469196 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6469469.500000 Penalty: 5277.169434
	Iteration 42Q: 3 clusters Score -6469470 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6469690.000000 Penalty: 5277.169434
	Iteration 43Q: 3 clusters Score -6469690 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6469978.000000 Penalty: 5277.169434
	Iteration 44Q: 3 clusters Score -6469978 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6470186.000000 Penalty: 5277.169434
	Iteration 45Q: 3 clusters Score -6470186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6470357.000000 Penalty: 5277.169434
	Iteration 46Q: 3 clusters Score -6470357 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6470513.000000 Penalty: 5277.169434
	Iteration 47Q: 3 clusters Score -6470513 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6470652.000000 Penalty: 5277.169434
	Iteration 48Q: 3 clusters Score -6470652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6470753.500000 Penalty: 5277.169434
	Iteration 49Q: 3 clusters Score -6470754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6470810.500000 Penalty: 5277.169434
	Iteration 50Q: 3 clusters Score -6470810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6470842.000000 Penalty: 5277.169434
	Iteration 51Q: 3 clusters Score -6470842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6470841.500000 Penalty: 5277.169434
	Iteration 52Q: 3 clusters Score -6470842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6470848.500000 Penalty: 5277.169434
	Iteration 53Q: 3 clusters Score -6470848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6470857.000000 Penalty: 5277.169434
	Iteration 54Q: 3 clusters Score -6470857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6470858.000000 Penalty: 5277.169434
	Iteration 55Q: 3 clusters Score -6470858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6470852.500000 Penalty: 5277.169434
	Iteration 56Q: 3 clusters Score -6470852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6470871.500000 Penalty: 5277.169434
	Iteration 57Q: 3 clusters Score -6470872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6470877.500000 Penalty: 5277.169434
	Iteration 58Q: 3 clusters Score -6470878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6470879.500000 Penalty: 5277.169434
	Iteration 59Q: 3 clusters Score -6470880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6470879.500000 Penalty: 5277.169434
	Iteration 60F: 3 clusters Score -6470880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6470884.500000 Penalty: 5277.169434
	Iteration 61Q: 3 clusters Score -6470884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6470886.000000 Penalty: 5277.169434
	Iteration 62Q: 3 clusters Score -6470886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6470888.000000 Penalty: 5277.169434
	Iteration 63Q: 3 clusters Score -6470888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6470891.500000 Penalty: 5277.169434
	Iteration 64Q: 3 clusters Score -6470892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6470897.500000 Penalty: 5277.169434
	Iteration 65Q: 3 clusters Score -6470898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6470897.000000 Penalty: 5277.169434
	Iteration 66Q: 3 clusters Score -6470897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6470901.500000 Penalty: 5277.169434
	Iteration 67Q: 3 clusters Score -6470902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6470908.000000 Penalty: 5277.169434
	Iteration 68Q: 3 clusters Score -6470908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6470909.000000 Penalty: 5277.169434
	Iteration 69Q: 3 clusters Score -6470909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6470908.000000 Penalty: 5277.169434
	Iteration 70Q: 3 clusters Score -6470908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6470904.500000 Penalty: 5277.169434
	Iteration 71Q: 3 clusters Score -6470904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6470908.000000 Penalty: 5277.169434
	Iteration 72Q: 3 clusters Score -6470908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6470908.000000 Penalty: 5277.169434
	Iteration 73F: 3 clusters Score -6470908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 39720 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 2030 members 
Entering Unmasked Estep 
Score: -120398960.000000 Penalty: 148260.671875
Splitting cluster 18 changes total score from -120399464.000000 to -120398960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 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 740 members 
Entering Unmasked Estep 
Score: -215043.250000 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215043.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215483.359375 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215483.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -215739.562500 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215739.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -215941.546875 Penalty: 3613.951172
	Iteration 3F: 3 clusters Score -215941.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -216084.515625 Penalty: 3613.951172
	Iteration 4F: 3 clusters Score -216084.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -216176.437500 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -216176.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216235.437500 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -216235.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -216272.140625 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -216272.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -216307.968750 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -216308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -216331.406250 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -216331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -216347.109375 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -216347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216354.890625 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -216354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216358.781250 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -216358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -216359.375000 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -216359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -216359.375000 Penalty: 3613.951172
	Iteration 14F: 3 clusters Score -216359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -1952730.125000 Penalty: 2348.504639
	Iteration 0F: 2 clusters Score -1952730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1943198.375000 Penalty: 4697.009277
	Iteration 0F: 3 clusters Score -1943198 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1946261.875000 Penalty: 4697.009277
	Iteration 1F: 3 clusters Score -1946262 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1946701.500000 Penalty: 4697.009277
	Iteration 2F: 3 clusters Score -1946702 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1947097.750000 Penalty: 4697.009277
	Iteration 3F: 3 clusters Score -1947098 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1947473.000000 Penalty: 4697.009277
	Iteration 4F: 3 clusters Score -1947473 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1947810.875000 Penalty: 4697.009277
	Iteration 5Q: 3 clusters Score -1947811 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1948175.625000 Penalty: 4697.009277
	Iteration 6Q: 3 clusters Score -1948176 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1948528.875000 Penalty: 4697.009277
	Iteration 7Q: 3 clusters Score -1948529 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1948878.250000 Penalty: 4697.009277
	Iteration 8Q: 3 clusters Score -1948878 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1949248.125000 Penalty: 4697.009277
	Iteration 9Q: 3 clusters Score -1949248 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1949539.625000 Penalty: 4697.009277
	Iteration 10Q: 3 clusters Score -1949540 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1949757.125000 Penalty: 4697.009277
	Iteration 11Q: 3 clusters Score -1949757 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1949907.375000 Penalty: 4697.009277
	Iteration 12Q: 3 clusters Score -1949907 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1949997.750000 Penalty: 4697.009277
	Iteration 13Q: 3 clusters Score -1949998 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1950058.375000 Penalty: 4697.009277
	Iteration 14Q: 3 clusters Score -1950058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1950091.750000 Penalty: 4697.009277
	Iteration 15Q: 3 clusters Score -1950092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1950140.000000 Penalty: 4697.009277
	Iteration 16Q: 3 clusters Score -1950140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1950177.125000 Penalty: 4697.009277
	Iteration 17Q: 3 clusters Score -1950177 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1950206.500000 Penalty: 4697.009277
	Iteration 18Q: 3 clusters Score -1950206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1950235.625000 Penalty: 4697.009277
	Iteration 19Q: 3 clusters Score -1950236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1950267.125000 Penalty: 4697.009277
	Iteration 20F: 3 clusters Score -1950267 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1950304.375000 Penalty: 4697.009277
	Iteration 21Q: 3 clusters Score -1950304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1950325.500000 Penalty: 4697.009277
	Iteration 22Q: 3 clusters Score -1950326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1950343.250000 Penalty: 4697.009277
	Iteration 23Q: 3 clusters Score -1950343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1950364.750000 Penalty: 4697.009277
	Iteration 24Q: 3 clusters Score -1950365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1950384.500000 Penalty: 4697.009277
	Iteration 25Q: 3 clusters Score -1950384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1950396.750000 Penalty: 4697.009277
	Iteration 26Q: 3 clusters Score -1950397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1950413.250000 Penalty: 4697.009277
	Iteration 27Q: 3 clusters Score -1950413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1950427.875000 Penalty: 4697.009277
	Iteration 28Q: 3 clusters Score -1950428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1950452.000000 Penalty: 4697.009277
	Iteration 29Q: 3 clusters Score -1950452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1950475.625000 Penalty: 4697.009277
	Iteration 30Q: 3 clusters Score -1950476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1950499.875000 Penalty: 4697.009277
	Iteration 31Q: 3 clusters Score -1950500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1950515.125000 Penalty: 4697.009277
	Iteration 32Q: 3 clusters Score -1950515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1950530.000000 Penalty: 4697.009277
	Iteration 33Q: 3 clusters Score -1950530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1950541.000000 Penalty: 4697.009277
	Iteration 34Q: 3 clusters Score -1950541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1950570.375000 Penalty: 4697.009277
	Iteration 35Q: 3 clusters Score -1950570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1950592.375000 Penalty: 4697.009277
	Iteration 36Q: 3 clusters Score -1950592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1950610.375000 Penalty: 4697.009277
	Iteration 37Q: 3 clusters Score -1950610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1950619.250000 Penalty: 4697.009277
	Iteration 38Q: 3 clusters Score -1950619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1950632.375000 Penalty: 4697.009277
	Iteration 39Q: 3 clusters Score -1950632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1950647.875000 Penalty: 4697.009277
	Iteration 40F: 3 clusters Score -1950648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1950660.375000 Penalty: 4697.009277
	Iteration 41Q: 3 clusters Score -1950660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1950674.000000 Penalty: 4697.009277
	Iteration 42Q: 3 clusters Score -1950674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1950682.625000 Penalty: 4697.009277
	Iteration 43Q: 3 clusters Score -1950683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1950691.625000 Penalty: 4697.009277
	Iteration 44Q: 3 clusters Score -1950692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1950695.125000 Penalty: 4697.009277
	Iteration 45Q: 3 clusters Score -1950695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1950705.375000 Penalty: 4697.009277
	Iteration 46Q: 3 clusters Score -1950705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1950714.750000 Penalty: 4697.009277
	Iteration 47Q: 3 clusters Score -1950715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1950719.125000 Penalty: 4697.009277
	Iteration 48Q: 3 clusters Score -1950719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1950721.125000 Penalty: 4697.009277
	Iteration 49Q: 3 clusters Score -1950721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1950730.125000 Penalty: 4697.009277
	Iteration 50Q: 3 clusters Score -1950730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1950735.375000 Penalty: 4697.009277
	Iteration 51Q: 3 clusters Score -1950735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1950737.500000 Penalty: 4697.009277
	Iteration 52Q: 3 clusters Score -1950738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1950739.875000 Penalty: 4697.009277
	Iteration 53Q: 3 clusters Score -1950740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1950747.500000 Penalty: 4697.009277
	Iteration 54Q: 3 clusters Score -1950748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1950750.250000 Penalty: 4697.009277
	Iteration 55Q: 3 clusters Score -1950750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1950756.125000 Penalty: 4697.009277
	Iteration 56Q: 3 clusters Score -1950756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1950756.250000 Penalty: 4697.009277
	Iteration 57Q: 3 clusters Score -1950756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1950761.125000 Penalty: 4697.009277
	Iteration 58Q: 3 clusters Score -1950761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1950762.625000 Penalty: 4697.009277
	Iteration 59Q: 3 clusters Score -1950763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1950770.250000 Penalty: 4697.009277
	Iteration 60F: 3 clusters Score -1950770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1950772.750000 Penalty: 4697.009277
	Iteration 61Q: 3 clusters Score -1950773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1950771.625000 Penalty: 4697.009277
	Iteration 62Q: 3 clusters Score -1950772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1950774.500000 Penalty: 4697.009277
	Iteration 63Q: 3 clusters Score -1950774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1950781.625000 Penalty: 4697.009277
	Iteration 64Q: 3 clusters Score -1950782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1950780.750000 Penalty: 4697.009277
	Iteration 65Q: 3 clusters Score -1950781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1950787.000000 Penalty: 4697.009277
	Iteration 66Q: 3 clusters Score -1950787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1950789.875000 Penalty: 4697.009277
	Iteration 67Q: 3 clusters Score -1950790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1950796.500000 Penalty: 4697.009277
	Iteration 68Q: 3 clusters Score -1950796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1950797.125000 Penalty: 4697.009277
	Iteration 69Q: 3 clusters Score -1950797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1950803.625000 Penalty: 4697.009277
	Iteration 70Q: 3 clusters Score -1950804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1950809.000000 Penalty: 4697.009277
	Iteration 71Q: 3 clusters Score -1950809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1950818.750000 Penalty: 4697.009277
	Iteration 72Q: 3 clusters Score -1950819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1950829.750000 Penalty: 4697.009277
	Iteration 73Q: 3 clusters Score -1950830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1950841.250000 Penalty: 4697.009277
	Iteration 74Q: 3 clusters Score -1950841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1950856.250000 Penalty: 4697.009277
	Iteration 75Q: 3 clusters Score -1950856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1950874.125000 Penalty: 4697.009277
	Iteration 76Q: 3 clusters Score -1950874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1950891.750000 Penalty: 4697.009277
	Iteration 77Q: 3 clusters Score -1950892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1950904.375000 Penalty: 4697.009277
	Iteration 78Q: 3 clusters Score -1950904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1950936.250000 Penalty: 4697.009277
	Iteration 79Q: 3 clusters Score -1950936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1950957.750000 Penalty: 4697.009277
	Iteration 80F: 3 clusters Score -1950958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1950972.000000 Penalty: 4697.009277
	Iteration 81Q: 3 clusters Score -1950972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1950991.000000 Penalty: 4697.009277
	Iteration 82Q: 3 clusters Score -1950991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1950999.750000 Penalty: 4697.009277
	Iteration 83Q: 3 clusters Score -1951000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1951014.125000 Penalty: 4697.009277
	Iteration 84Q: 3 clusters Score -1951014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1951027.875000 Penalty: 4697.009277
	Iteration 85Q: 3 clusters Score -1951028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1951036.625000 Penalty: 4697.009277
	Iteration 86Q: 3 clusters Score -1951037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1951039.875000 Penalty: 4697.009277
	Iteration 87Q: 3 clusters Score -1951040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1951043.375000 Penalty: 4697.009277
	Iteration 88Q: 3 clusters Score -1951043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1951051.250000 Penalty: 4697.009277
	Iteration 89Q: 3 clusters Score -1951051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1951058.375000 Penalty: 4697.009277
	Iteration 90Q: 3 clusters Score -1951058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1951054.750000 Penalty: 4697.009277
	Iteration 91Q: 3 clusters Score -1951055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1951056.625000 Penalty: 4697.009277
	Iteration 92Q: 3 clusters Score -1951057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1951062.000000 Penalty: 4697.009277
	Iteration 93Q: 3 clusters Score -1951062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1951063.625000 Penalty: 4697.009277
	Iteration 94Q: 3 clusters Score -1951064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1951072.000000 Penalty: 4697.009277
	Iteration 95Q: 3 clusters Score -1951072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1951076.125000 Penalty: 4697.009277
	Iteration 96Q: 3 clusters Score -1951076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1951077.875000 Penalty: 4697.009277
	Iteration 97Q: 3 clusters Score -1951078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1951076.625000 Penalty: 4697.009277
	Iteration 98Q: 3 clusters Score -1951077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1951081.125000 Penalty: 4697.009277
	Iteration 99Q: 3 clusters Score -1951081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1951082.000000 Penalty: 4697.009277
	Iteration 100F: 3 clusters Score -1951082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1951085.375000 Penalty: 4697.009277
	Iteration 101Q: 3 clusters Score -1951085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1951087.875000 Penalty: 4697.009277
	Iteration 102Q: 3 clusters Score -1951088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1951087.750000 Penalty: 4697.009277
	Iteration 103Q: 3 clusters Score -1951088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1951089.750000 Penalty: 4697.009277
	Iteration 104Q: 3 clusters Score -1951090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1951091.625000 Penalty: 4697.009277
	Iteration 105Q: 3 clusters Score -1951092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1951096.500000 Penalty: 4697.009277
	Iteration 106Q: 3 clusters Score -1951096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1951097.625000 Penalty: 4697.009277
	Iteration 107Q: 3 clusters Score -1951098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1951098.500000 Penalty: 4697.009277
	Iteration 108Q: 3 clusters Score -1951098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1951099.750000 Penalty: 4697.009277
	Iteration 109Q: 3 clusters Score -1951100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1951099.750000 Penalty: 4697.009277
	Iteration 110F: 3 clusters Score -1951100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1503008.875000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1503009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1495348.500000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1495348 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1497630.625000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1497631 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1498172.625000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1498173 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1498704.375000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1498704 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1499231.625000 Penalty: 4566.291016
	Iteration 4F: 3 clusters Score -1499232 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1499797.000000 Penalty: 4566.291016
	Iteration 5F: 3 clusters Score -1499797 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1500379.250000 Penalty: 4566.291016
	Iteration 6F: 3 clusters Score -1500379 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1500930.500000 Penalty: 4566.291016
	Iteration 7F: 3 clusters Score -1500930 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1501362.750000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1501363 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1501672.625000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1501673 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1501883.500000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1501884 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1502005.250000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1502005 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1502070.500000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1502070 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1502124.250000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1502124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1502165.625000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1502166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1502194.750000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1502195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1502209.500000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1502210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1502217.750000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1502218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1502228.875000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1502229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1502231.375000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1502231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1502236.250000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1502236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1502238.375000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1502238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1502243.125000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1502243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1502242.125000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1502242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1502243.875000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1502244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1502249.250000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1502249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1502251.500000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1502252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1502253.625000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1502254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1502251.500000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1502252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1502256.125000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1502256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1502256.500000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1502256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1502256.500000 Penalty: 4566.291016
	Iteration 31F: 3 clusters Score -1502256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1042401.000000 Penalty: 2195.531738
	Iteration 0F: 2 clusters Score -1042401 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 3466 members 
Entering Unmasked Estep 
Score: -1036668.500000 Penalty: 4391.063477
	Iteration 0F: 3 clusters Score -1036668 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1038176.375000 Penalty: 4391.063477
	Iteration 1F: 3 clusters Score -1038176 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1038486.812500 Penalty: 4391.063477
	Iteration 2F: 3 clusters Score -1038487 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1038731.187500 Penalty: 4391.063477
	Iteration 3F: 3 clusters Score -1038731 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1038938.250000 Penalty: 4391.063477
	Iteration 4F: 3 clusters Score -1038938 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1039127.125000 Penalty: 4391.063477
	Iteration 5Q: 3 clusters Score -1039127 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1039283.250000 Penalty: 4391.063477
	Iteration 6Q: 3 clusters Score -1039283 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1039464.437500 Penalty: 4391.063477
	Iteration 7Q: 3 clusters Score -1039464 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1039646.562500 Penalty: 4391.063477
	Iteration 8Q: 3 clusters Score -1039647 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1039808.250000 Penalty: 4391.063477
	Iteration 9Q: 3 clusters Score -1039808 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1039941.125000 Penalty: 4391.063477
	Iteration 10Q: 3 clusters Score -1039941 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1040054.312500 Penalty: 4391.063477
	Iteration 11Q: 3 clusters Score -1040054 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1040175.625000 Penalty: 4391.063477
	Iteration 12Q: 3 clusters Score -1040176 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1040287.437500 Penalty: 4391.063477
	Iteration 13Q: 3 clusters Score -1040287 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1040406.562500 Penalty: 4391.063477
	Iteration 14Q: 3 clusters Score -1040407 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1040498.312500 Penalty: 4391.063477
	Iteration 15Q: 3 clusters Score -1040498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1040570.250000 Penalty: 4391.063477
	Iteration 16Q: 3 clusters Score -1040570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1040624.562500 Penalty: 4391.063477
	Iteration 17Q: 3 clusters Score -1040625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1040668.000000 Penalty: 4391.063477
	Iteration 18Q: 3 clusters Score -1040668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1040697.937500 Penalty: 4391.063477
	Iteration 19Q: 3 clusters Score -1040698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1040724.562500 Penalty: 4391.063477
	Iteration 20F: 3 clusters Score -1040725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1040743.250000 Penalty: 4391.063477
	Iteration 21Q: 3 clusters Score -1040743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1040762.000000 Penalty: 4391.063477
	Iteration 22Q: 3 clusters Score -1040762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1040780.937500 Penalty: 4391.063477
	Iteration 23Q: 3 clusters Score -1040781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1040806.312500 Penalty: 4391.063477
	Iteration 24Q: 3 clusters Score -1040806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1040829.000000 Penalty: 4391.063477
	Iteration 25Q: 3 clusters Score -1040829 nChanged 46
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: -1040859.375000 Penalty: 4391.063477
	Iteration 26Q: 3 clusters Score -1040859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1040883.937500 Penalty: 4391.063477
	Iteration 27Q: 3 clusters Score -1040884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1040905.312500 Penalty: 4391.063477
	Iteration 28Q: 3 clusters Score -1040905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1040924.125000 Penalty: 4391.063477
	Iteration 29Q: 3 clusters Score -1040924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1040943.187500 Penalty: 4391.063477
	Iteration 30Q: 3 clusters Score -1040943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1040953.812500 Penalty: 4391.063477
	Iteration 31Q: 3 clusters Score -1040954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1040966.000000 Penalty: 4391.063477
	Iteration 32Q: 3 clusters Score -1040966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1040976.000000 Penalty: 4391.063477
	Iteration 33Q: 3 clusters Score -1040976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1040987.812500 Penalty: 4391.063477
	Iteration 34Q: 3 clusters Score -1040988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1040991.875000 Penalty: 4391.063477
	Iteration 35Q: 3 clusters Score -1040992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1040995.937500 Penalty: 4391.063477
	Iteration 36Q: 3 clusters Score -1040996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1041000.625000 Penalty: 4391.063477
	Iteration 37Q: 3 clusters Score -1041001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1041006.125000 Penalty: 4391.063477
	Iteration 38Q: 3 clusters Score -1041006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1041010.500000 Penalty: 4391.063477
	Iteration 39Q: 3 clusters Score -1041010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1041016.250000 Penalty: 4391.063477
	Iteration 40F: 3 clusters Score -1041016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1041018.562500 Penalty: 4391.063477
	Iteration 41Q: 3 clusters Score -1041019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1041020.500000 Penalty: 4391.063477
	Iteration 42Q: 3 clusters Score -1041020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1041019.937500 Penalty: 4391.063477
	Iteration 43Q: 3 clusters Score -1041020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1041019.562500 Penalty: 4391.063477
	Iteration 44Q: 3 clusters Score -1041020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1041020.625000 Penalty: 4391.063477
	Iteration 45Q: 3 clusters Score -1041021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1041022.687500 Penalty: 4391.063477
	Iteration 46Q: 3 clusters Score -1041023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1041022.375000 Penalty: 4391.063477
	Iteration 47Q: 3 clusters Score -1041022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1041023.062500 Penalty: 4391.063477
	Iteration 48Q: 3 clusters Score -1041023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1041023.562500 Penalty: 4391.063477
	Iteration 49Q: 3 clusters Score -1041024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1041025.937500 Penalty: 4391.063477
	Iteration 50Q: 3 clusters Score -1041026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1041025.562500 Penalty: 4391.063477
	Iteration 51Q: 3 clusters Score -1041026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1041025.562500 Penalty: 4391.063477
	Iteration 52F: 3 clusters Score -1041026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1510674.375000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1510674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1502992.125000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1502992 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1505411.250000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1505411 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1505998.750000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1505999 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1506706.750000 Penalty: 4570.654785
	Iteration 3F: 3 clusters Score -1506707 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1507437.375000 Penalty: 4570.654785
	Iteration 4F: 3 clusters Score -1507437 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1508249.000000 Penalty: 4570.654785
	Iteration 5F: 3 clusters Score -1508249 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1508921.375000 Penalty: 4570.654785
	Iteration 6F: 3 clusters Score -1508921 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1509363.125000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1509363 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1509632.375000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1509632 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1509802.375000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1509802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1509891.375000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1509891 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1509953.000000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1509953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1509996.125000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1509996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1510029.625000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1510030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1510055.000000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1510055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1510074.750000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1510075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1510087.000000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1510087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1510098.375000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1510098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1510114.125000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1510114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1510119.625000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1510120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1510126.875000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1510127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1510125.250000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1510125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1510130.750000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1510131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1510131.125000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1510131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1510131.625000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1510132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1510143.500000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1510144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1510149.000000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1510149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1510149.250000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1510149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1510149.000000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1510149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1510150.875000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1510151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1510154.875000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1510155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1510158.000000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1510158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1510159.125000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1510159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1510159.875000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1510160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1510159.375000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1510159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1510158.500000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1510158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1510156.875000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -1510157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1510157.375000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -1510157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1510159.250000 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -1510159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1510158.125000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -1510158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1510161.625000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -1510162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1510163.250000 Penalty: 4570.654785
	Iteration 41Q: 3 clusters Score -1510163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1510162.125000 Penalty: 4570.654785
	Iteration 42Q: 3 clusters Score -1510162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1510163.750000 Penalty: 4570.654785
	Iteration 43Q: 3 clusters Score -1510164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1510166.125000 Penalty: 4570.654785
	Iteration 44Q: 3 clusters Score -1510166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1510164.125000 Penalty: 4570.654785
	Iteration 45Q: 3 clusters Score -1510164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1510167.125000 Penalty: 4570.654785
	Iteration 46Q: 3 clusters Score -1510167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1510165.625000 Penalty: 4570.654785
	Iteration 47Q: 3 clusters Score -1510166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1510165.625000 Penalty: 4570.654785
	Iteration 48F: 3 clusters Score -1510166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Entering Unmasked Estep 
Score: -9601378.000000 Penalty: 2734.693115
	Iteration 0F: 2 clusters Score -9601378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -9560137.000000 Penalty: 5469.386230
	Iteration 0F: 3 clusters Score -9560137 nChanged 28651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -9576321.000000 Penalty: 5469.386230
	Iteration 1F: 3 clusters Score -9576321 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9577221.000000 Penalty: 5469.386230
	Iteration 2Q: 3 clusters Score -9577221 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -9578181.000000 Penalty: 5469.386230
	Iteration 3Q: 3 clusters Score -9578181 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -9579478.000000 Penalty: 5469.386230
	Iteration 4Q: 3 clusters Score -9579478 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -9581002.000000 Penalty: 5469.386230
	Iteration 5F: 3 clusters Score -9581002 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -9582913.000000 Penalty: 5469.386230
	Iteration 6F: 3 clusters Score -9582913 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -9584964.000000 Penalty: 5469.386230
	Iteration 7F: 3 clusters Score -9584964 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -9586626.000000 Penalty: 5469.386230
	Iteration 8F: 3 clusters Score -9586626 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -9588001.000000 Penalty: 5469.386230
	Iteration 9Q: 3 clusters Score -9588001 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -9589222.000000 Penalty: 5469.386230
	Iteration 10Q: 3 clusters Score -9589222 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -9590274.000000 Penalty: 5469.386230
	Iteration 11Q: 3 clusters Score -9590274 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -9591491.000000 Penalty: 5469.386230
	Iteration 12Q: 3 clusters Score -9591491 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -9592753.000000 Penalty: 5469.386230
	Iteration 13Q: 3 clusters Score -9592753 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -9594164.000000 Penalty: 5469.386230
	Iteration 14Q: 3 clusters Score -9594164 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9595525.000000 Penalty: 5469.386230
	Iteration 15Q: 3 clusters Score -9595525 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9596769.000000 Penalty: 5469.386230
	Iteration 16Q: 3 clusters Score -9596769 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9597682.000000 Penalty: 5469.386230
	Iteration 17Q: 3 clusters Score -9597682 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9598218.000000 Penalty: 5469.386230
	Iteration 18Q: 3 clusters Score -9598218 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9598473.000000 Penalty: 5469.386230
	Iteration 19Q: 3 clusters Score -9598473 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9598632.000000 Penalty: 5469.386230
	Iteration 20F: 3 clusters Score -9598632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9598723.000000 Penalty: 5469.386230
	Iteration 21Q: 3 clusters Score -9598723 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9598824.000000 Penalty: 5469.386230
	Iteration 22Q: 3 clusters Score -9598824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9598892.000000 Penalty: 5469.386230
	Iteration 23Q: 3 clusters Score -9598892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9598981.000000 Penalty: 5469.386230
	Iteration 24Q: 3 clusters Score -9598981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9598991.000000 Penalty: 5469.386230
	Iteration 25Q: 3 clusters Score -9598991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9599004.000000 Penalty: 5469.386230
	Iteration 26Q: 3 clusters Score -9599004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9599011.000000 Penalty: 5469.386230
	Iteration 27Q: 3 clusters Score -9599011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9599027.000000 Penalty: 5469.386230
	Iteration 28Q: 3 clusters Score -9599027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9599043.000000 Penalty: 5469.386230
	Iteration 29Q: 3 clusters Score -9599043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9599040.000000 Penalty: 5469.386230
	Iteration 30Q: 3 clusters Score -9599040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9599037.000000 Penalty: 5469.386230
	Iteration 31Q: 3 clusters Score -9599037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9599042.000000 Penalty: 5469.386230
	Iteration 32Q: 3 clusters Score -9599042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9599064.000000 Penalty: 5469.386230
	Iteration 33Q: 3 clusters Score -9599064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9599063.000000 Penalty: 5469.386230
	Iteration 34Q: 3 clusters Score -9599063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9599074.000000 Penalty: 5469.386230
	Iteration 35Q: 3 clusters Score -9599074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9599083.000000 Penalty: 5469.386230
	Iteration 36Q: 3 clusters Score -9599083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9599081.000000 Penalty: 5469.386230
	Iteration 37Q: 3 clusters Score -9599081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9599092.000000 Penalty: 5469.386230
	Iteration 38Q: 3 clusters Score -9599092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9599086.000000 Penalty: 5469.386230
	Iteration 39Q: 3 clusters Score -9599086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9599085.000000 Penalty: 5469.386230
	Iteration 40F: 3 clusters Score -9599085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9599096.000000 Penalty: 5469.386230
	Iteration 41Q: 3 clusters Score -9599096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9599093.000000 Penalty: 5469.386230
	Iteration 42Q: 3 clusters Score -9599093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9599087.000000 Penalty: 5469.386230
	Iteration 43Q: 3 clusters Score -9599087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9599096.000000 Penalty: 5469.386230
	Iteration 44Q: 3 clusters Score -9599096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9599096.000000 Penalty: 5469.386230
	Iteration 45F: 3 clusters Score -9599096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Entering Unmasked Estep 
Score: -4412223.000000 Penalty: 2541.512451
	Iteration 0F: 2 clusters Score -4412223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4392887.000000 Penalty: 5083.024902
	Iteration 0F: 3 clusters Score -4392887 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4399812.500000 Penalty: 5083.024902
	Iteration 1F: 3 clusters Score -4399812 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4400603.000000 Penalty: 5083.024902
	Iteration 2F: 3 clusters Score -4400603 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4401571.500000 Penalty: 5083.024902
	Iteration 3F: 3 clusters Score -4401572 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4402872.000000 Penalty: 5083.024902
	Iteration 4F: 3 clusters Score -4402872 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4404283.000000 Penalty: 5083.024902
	Iteration 5F: 3 clusters Score -4404283 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -4405576.500000 Penalty: 5083.024902
	Iteration 6F: 3 clusters Score -4405576 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4406578.000000 Penalty: 5083.024902
	Iteration 7F: 3 clusters Score -4406578 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4407332.500000 Penalty: 5083.024902
	Iteration 8Q: 3 clusters Score -4407332 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4408001.000000 Penalty: 5083.024902
	Iteration 9Q: 3 clusters Score -4408001 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4408556.500000 Penalty: 5083.024902
	Iteration 10Q: 3 clusters Score -4408556 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4409008.500000 Penalty: 5083.024902
	Iteration 11Q: 3 clusters Score -4409008 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4409353.500000 Penalty: 5083.024902
	Iteration 12Q: 3 clusters Score -4409354 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4409579.000000 Penalty: 5083.024902
	Iteration 13Q: 3 clusters Score -4409579 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4409692.000000 Penalty: 5083.024902
	Iteration 14Q: 3 clusters Score -4409692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4409808.000000 Penalty: 5083.024902
	Iteration 15Q: 3 clusters Score -4409808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4409884.000000 Penalty: 5083.024902
	Iteration 16Q: 3 clusters Score -4409884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4409936.000000 Penalty: 5083.024902
	Iteration 17Q: 3 clusters Score -4409936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4409979.000000 Penalty: 5083.024902
	Iteration 18Q: 3 clusters Score -4409979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4410008.000000 Penalty: 5083.024902
	Iteration 19Q: 3 clusters Score -4410008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4410020.500000 Penalty: 5083.024902
	Iteration 20F: 3 clusters Score -4410020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4410041.500000 Penalty: 5083.024902
	Iteration 21Q: 3 clusters Score -4410042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4410053.500000 Penalty: 5083.024902
	Iteration 22Q: 3 clusters Score -4410054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4410067.000000 Penalty: 5083.024902
	Iteration 23Q: 3 clusters Score -4410067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4410080.500000 Penalty: 5083.024902
	Iteration 24Q: 3 clusters Score -4410080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4410085.000000 Penalty: 5083.024902
	Iteration 25Q: 3 clusters Score -4410085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4410097.000000 Penalty: 5083.024902
	Iteration 26Q: 3 clusters Score -4410097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4410106.000000 Penalty: 5083.024902
	Iteration 27Q: 3 clusters Score -4410106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4410110.500000 Penalty: 5083.024902
	Iteration 28Q: 3 clusters Score -4410110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4410119.000000 Penalty: 5083.024902
	Iteration 29Q: 3 clusters Score -4410119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4410120.500000 Penalty: 5083.024902
	Iteration 30Q: 3 clusters Score -4410120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4410118.000000 Penalty: 5083.024902
	Iteration 31Q: 3 clusters Score -4410118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4410122.500000 Penalty: 5083.024902
	Iteration 32Q: 3 clusters Score -4410122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4410126.000000 Penalty: 5083.024902
	Iteration 33Q: 3 clusters Score -4410126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4410127.000000 Penalty: 5083.024902
	Iteration 34Q: 3 clusters Score -4410127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4410128.500000 Penalty: 5083.024902
	Iteration 35Q: 3 clusters Score -4410128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4410128.500000 Penalty: 5083.024902
	Iteration 36F: 3 clusters Score -4410128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -1147735.875000 Penalty: 2219.667725
	Iteration 0F: 2 clusters Score -1147736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1141467.500000 Penalty: 4439.335449
	Iteration 0F: 3 clusters Score -1141468 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1143263.625000 Penalty: 4439.335449
	Iteration 1F: 3 clusters Score -1143264 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1143669.750000 Penalty: 4439.335449
	Iteration 2F: 3 clusters Score -1143670 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1144091.000000 Penalty: 4439.335449
	Iteration 3F: 3 clusters Score -1144091 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1144636.000000 Penalty: 4439.335449
	Iteration 4F: 3 clusters Score -1144636 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1145323.000000 Penalty: 4439.335449
	Iteration 5F: 3 clusters Score -1145323 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1145937.375000 Penalty: 4439.335449
	Iteration 6F: 3 clusters Score -1145937 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1146296.250000 Penalty: 4439.335449
	Iteration 7F: 3 clusters Score -1146296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1146486.375000 Penalty: 4439.335449
	Iteration 8Q: 3 clusters Score -1146486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1146581.500000 Penalty: 4439.335449
	Iteration 9Q: 3 clusters Score -1146582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1146644.750000 Penalty: 4439.335449
	Iteration 10Q: 3 clusters Score -1146645 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1146697.250000 Penalty: 4439.335449
	Iteration 11Q: 3 clusters Score -1146697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1146740.500000 Penalty: 4439.335449
	Iteration 12Q: 3 clusters Score -1146740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1146778.000000 Penalty: 4439.335449
	Iteration 13Q: 3 clusters Score -1146778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1146813.625000 Penalty: 4439.335449
	Iteration 14Q: 3 clusters Score -1146814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1146858.875000 Penalty: 4439.335449
	Iteration 15Q: 3 clusters Score -1146859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1146919.500000 Penalty: 4439.335449
	Iteration 16Q: 3 clusters Score -1146920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1146978.000000 Penalty: 4439.335449
	Iteration 17Q: 3 clusters Score -1146978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1147050.375000 Penalty: 4439.335449
	Iteration 18Q: 3 clusters Score -1147050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1147121.375000 Penalty: 4439.335449
	Iteration 19Q: 3 clusters Score -1147121 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1147185.125000 Penalty: 4439.335449
	Iteration 20F: 3 clusters Score -1147185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1147254.500000 Penalty: 4439.335449
	Iteration 21Q: 3 clusters Score -1147254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1147333.000000 Penalty: 4439.335449
	Iteration 22Q: 3 clusters Score -1147333 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1147431.750000 Penalty: 4439.335449
	Iteration 23Q: 3 clusters Score -1147432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1147517.125000 Penalty: 4439.335449
	Iteration 24Q: 3 clusters Score -1147517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1147627.000000 Penalty: 4439.335449
	Iteration 25Q: 3 clusters Score -1147627 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1147743.375000 Penalty: 4439.335449
	Iteration 26Q: 3 clusters Score -1147743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1147855.625000 Penalty: 4439.335449
	Iteration 27Q: 3 clusters Score -1147856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1147959.500000 Penalty: 4439.335449
	Iteration 28Q: 3 clusters Score -1147960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1148000.500000 Penalty: 4439.335449
	Iteration 29Q: 3 clusters Score -1148000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1148016.250000 Penalty: 4439.335449
	Iteration 30Q: 3 clusters Score -1148016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1148029.625000 Penalty: 4439.335449
	Iteration 31Q: 3 clusters Score -1148030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1148032.375000 Penalty: 4439.335449
	Iteration 32Q: 3 clusters Score -1148032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1148038.625000 Penalty: 4439.335449
	Iteration 33Q: 3 clusters Score -1148039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1148043.625000 Penalty: 4439.335449
	Iteration 34Q: 3 clusters Score -1148044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1148047.375000 Penalty: 4439.335449
	Iteration 35Q: 3 clusters Score -1148047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1148049.500000 Penalty: 4439.335449
	Iteration 36Q: 3 clusters Score -1148050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1148048.375000 Penalty: 4439.335449
	Iteration 37Q: 3 clusters Score -1148048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1148052.500000 Penalty: 4439.335449
	Iteration 38Q: 3 clusters Score -1148052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1148053.750000 Penalty: 4439.335449
	Iteration 39Q: 3 clusters Score -1148054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1148057.375000 Penalty: 4439.335449
	Iteration 40F: 3 clusters Score -1148057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1148061.250000 Penalty: 4439.335449
	Iteration 41Q: 3 clusters Score -1148061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1148060.375000 Penalty: 4439.335449
	Iteration 42Q: 3 clusters Score -1148060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1148063.750000 Penalty: 4439.335449
	Iteration 43Q: 3 clusters Score -1148064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1148067.875000 Penalty: 4439.335449
	Iteration 44Q: 3 clusters Score -1148068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1148070.000000 Penalty: 4439.335449
	Iteration 45Q: 3 clusters Score -1148070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1148072.250000 Penalty: 4439.335449
	Iteration 46Q: 3 clusters Score -1148072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1148074.000000 Penalty: 4439.335449
	Iteration 47Q: 3 clusters Score -1148074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1148074.625000 Penalty: 4439.335449
	Iteration 48Q: 3 clusters Score -1148075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1148075.875000 Penalty: 4439.335449
	Iteration 49Q: 3 clusters Score -1148076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1148075.875000 Penalty: 4439.335449
	Iteration 50F: 3 clusters Score -1148076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 6403 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 1307 members 
Entering Unmasked Estep 
Score: -120398584.000000 Penalty: 148260.671875
Splitting cluster 26 changes total score from -120399464.000000 to -120398584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -162927.781250 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -162927.8 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 551 members 
Entering Unmasked Estep 
Score: -160928.406250 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -160928.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -161256.843750 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -161256.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161334.453125 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -161334.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161378.203125 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -161378.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -161406.656250 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -161406.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161424.109375 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -161424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161431.218750 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -161431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161438.062500 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -161438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161441.531250 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -161441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161446.062500 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -161446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161450.515625 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -161450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161451.656250 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -161451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161452.343750 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -161452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161453.312500 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -161453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161454.796875 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -161454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161456.250000 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -161456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161456.953125 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -161457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161456.953125 Penalty: 3471.260742
	Iteration 17F: 3 clusters Score -161457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -177137.640625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -177137.6 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 582 members 
Entering Unmasked Estep 
Score: -175059.234375 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -175059.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -175445.578125 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -175445.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175689.812500 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -175689.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -175954.078125 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -175954.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -176160.703125 Penalty: 3515.436523
	Iteration 4F: 3 clusters Score -176160.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -176395.453125 Penalty: 3515.436523
	Iteration 5F: 3 clusters Score -176395.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176797.578125 Penalty: 3515.436523
	Iteration 6F: 3 clusters Score -176797.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -177161.515625 Penalty: 3515.436523
	Iteration 7F: 3 clusters Score -177161.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177324.250000 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -177324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177431.203125 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -177431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177508.609375 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -177508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -177549.703125 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -177549.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177575.421875 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -177575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177578.546875 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -177578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177578.546875 Penalty: 3515.436523
	Iteration 14F: 3 clusters Score -177578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 815 members 
Entering Unmasked Estep 
Score: -120398224.000000 Penalty: 148260.671875
Splitting cluster 28 changes total score from -120399464.000000 to -120398224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 230 members 
Entering Unmasked Estep 
Score: -67418.046875 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67418.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67582.984375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67582.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67637.046875 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67637.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67671.960938 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67671.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67695.812500 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67695.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67715.710938 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67715.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67724.562500 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -67724.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67729.695312 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -67729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67735.898438 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -67735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67741.515625 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -67741.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67742.312500 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -67742.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67742.312500 Penalty: 3050.698975
	Iteration 11F: 3 clusters Score -67742.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 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 698 members 
Entering Unmasked Estep 
Score: -183778.500000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183778.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184229.078125 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184229.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -184443.671875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184443.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -184699.765625 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184699.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185088.781250 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -185088.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -185467.671875 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -185467.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185660.218750 Penalty: 3579.852051
	Iteration 6F: 3 clusters Score -185660.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185752.437500 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185752.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185820.234375 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185820.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -185861.203125 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185861.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185882.625000 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185888.203125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -185892.875000 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -185897.375000 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185898.984375 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185898.984375 Penalty: 3579.852051
	Iteration 15F: 3 clusters Score -185899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 588 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 775 members 
Entering Unmasked Estep 
Score: -120397896.000000 Penalty: 148260.671875
Splitting cluster 30 changes total score from -120399464.000000 to -120397896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (62596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Entering Unmasked Estep 
Score: -9678846.000000 Penalty: 2739.025146
	Iteration 0F: 2 clusters Score -9678846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -9636814.000000 Penalty: 5478.050293
	Iteration 0F: 3 clusters Score -9636814 nChanged 29133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -9653200.000000 Penalty: 5478.050293
	Iteration 1F: 3 clusters Score -9653200 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -9653960.000000 Penalty: 5478.050293
	Iteration 2Q: 3 clusters Score -9653960 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -9654856.000000 Penalty: 5478.050293
	Iteration 3Q: 3 clusters Score -9654856 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -9656029.000000 Penalty: 5478.050293
	Iteration 4Q: 3 clusters Score -9656029 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -9657464.000000 Penalty: 5478.050293
	Iteration 5F: 3 clusters Score -9657464 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -9659603.000000 Penalty: 5478.050293
	Iteration 6F: 3 clusters Score -9659603 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -9662362.000000 Penalty: 5478.050293
	Iteration 7F: 3 clusters Score -9662362 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -9665715.000000 Penalty: 5478.050293
	Iteration 8F: 3 clusters Score -9665715 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -9669301.000000 Penalty: 5478.050293
	Iteration 9F: 3 clusters Score -9669301 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9672179.000000 Penalty: 5478.050293
	Iteration 10F: 3 clusters Score -9672179 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9674150.000000 Penalty: 5478.050293
	Iteration 11Q: 3 clusters Score -9674150 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9675325.000000 Penalty: 5478.050293
	Iteration 12Q: 3 clusters Score -9675325 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9675930.000000 Penalty: 5478.050293
	Iteration 13Q: 3 clusters Score -9675930 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9676230.000000 Penalty: 5478.050293
	Iteration 14Q: 3 clusters Score -9676230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9676377.000000 Penalty: 5478.050293
	Iteration 15Q: 3 clusters Score -9676377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9676436.000000 Penalty: 5478.050293
	Iteration 16Q: 3 clusters Score -9676436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9676495.000000 Penalty: 5478.050293
	Iteration 17Q: 3 clusters Score -9676495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9676523.000000 Penalty: 5478.050293
	Iteration 18Q: 3 clusters Score -9676523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9676553.000000 Penalty: 5478.050293
	Iteration 19Q: 3 clusters Score -9676553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9676542.000000 Penalty: 5478.050293
	Iteration 20F: 3 clusters Score -9676542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9676546.000000 Penalty: 5478.050293
	Iteration 21Q: 3 clusters Score -9676546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9676555.000000 Penalty: 5478.050293
	Iteration 22Q: 3 clusters Score -9676555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9676569.000000 Penalty: 5478.050293
	Iteration 23Q: 3 clusters Score -9676569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9676577.000000 Penalty: 5478.050293
	Iteration 24Q: 3 clusters Score -9676577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9676571.000000 Penalty: 5478.050293
	Iteration 25Q: 3 clusters Score -9676571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9676578.000000 Penalty: 5478.050293
	Iteration 26Q: 3 clusters Score -9676578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9676582.000000 Penalty: 5478.050293
	Iteration 27Q: 3 clusters Score -9676582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9676585.000000 Penalty: 5478.050293
	Iteration 28Q: 3 clusters Score -9676585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9676585.000000 Penalty: 5478.050293
	Iteration 29F: 3 clusters Score -9676585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (56039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Entering Unmasked Estep 
Score: -8861778.000000 Penalty: 2711.583252
	Iteration 0F: 2 clusters Score -8861778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8824584.000000 Penalty: 5423.166504
	Iteration 0F: 3 clusters Score -8824584 nChanged 25889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -8839085.000000 Penalty: 5423.166504
	Iteration 1F: 3 clusters Score -8839085 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -8839821.000000 Penalty: 5423.166504
	Iteration 2Q: 3 clusters Score -8839821 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -8840728.000000 Penalty: 5423.166504
	Iteration 3Q: 3 clusters Score -8840728 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -8841779.000000 Penalty: 5423.166504
	Iteration 4Q: 3 clusters Score -8841779 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8842974.000000 Penalty: 5423.166504
	Iteration 5Q: 3 clusters Score -8842974 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -8844576.000000 Penalty: 5423.166504
	Iteration 6Q: 3 clusters Score -8844576 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -8846641.000000 Penalty: 5423.166504
	Iteration 7F: 3 clusters Score -8846641 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8848943.000000 Penalty: 5423.166504
	Iteration 8F: 3 clusters Score -8848943 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8851315.000000 Penalty: 5423.166504
	Iteration 9F: 3 clusters Score -8851315 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8853338.000000 Penalty: 5423.166504
	Iteration 10F: 3 clusters Score -8853338 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8854899.000000 Penalty: 5423.166504
	Iteration 11Q: 3 clusters Score -8854899 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -8856113.000000 Penalty: 5423.166504
	Iteration 12Q: 3 clusters Score -8856113 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8857167.000000 Penalty: 5423.166504
	Iteration 13Q: 3 clusters Score -8857167 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -8857831.000000 Penalty: 5423.166504
	Iteration 14Q: 3 clusters Score -8857831 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -8858399.000000 Penalty: 5423.166504
	Iteration 15Q: 3 clusters Score -8858399 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -8858777.000000 Penalty: 5423.166504
	Iteration 16Q: 3 clusters Score -8858777 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -8859049.000000 Penalty: 5423.166504
	Iteration 17Q: 3 clusters Score -8859049 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -8859210.000000 Penalty: 5423.166504
	Iteration 18Q: 3 clusters Score -8859210 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -8859367.000000 Penalty: 5423.166504
	Iteration 19Q: 3 clusters Score -8859367 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -8859479.000000 Penalty: 5423.166504
	Iteration 20F: 3 clusters Score -8859479 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -8859613.000000 Penalty: 5423.166504
	Iteration 21Q: 3 clusters Score -8859613 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -8859686.000000 Penalty: 5423.166504
	Iteration 22Q: 3 clusters Score -8859686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -8859750.000000 Penalty: 5423.166504
	Iteration 23Q: 3 clusters Score -8859750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -8859755.000000 Penalty: 5423.166504
	Iteration 24Q: 3 clusters Score -8859755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -8859808.000000 Penalty: 5423.166504
	Iteration 25Q: 3 clusters Score -8859808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -8859819.000000 Penalty: 5423.166504
	Iteration 26Q: 3 clusters Score -8859819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -8859862.000000 Penalty: 5423.166504
	Iteration 27Q: 3 clusters Score -8859862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -8859873.000000 Penalty: 5423.166504
	Iteration 28Q: 3 clusters Score -8859873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -8859871.000000 Penalty: 5423.166504
	Iteration 29Q: 3 clusters Score -8859871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -8859864.000000 Penalty: 5423.166504
	Iteration 30Q: 3 clusters Score -8859864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -8859887.000000 Penalty: 5423.166504
	Iteration 31Q: 3 clusters Score -8859887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -8859888.000000 Penalty: 5423.166504
	Iteration 32Q: 3 clusters Score -8859888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -8859897.000000 Penalty: 5423.166504
	Iteration 33Q: 3 clusters Score -8859897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -8859913.000000 Penalty: 5423.166504
	Iteration 34Q: 3 clusters Score -8859913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -8859913.000000 Penalty: 5423.166504
	Iteration 35Q: 3 clusters Score -8859913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -8859926.000000 Penalty: 5423.166504
	Iteration 36Q: 3 clusters Score -8859926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -8859918.000000 Penalty: 5423.166504
	Iteration 37Q: 3 clusters Score -8859918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -8859928.000000 Penalty: 5423.166504
	Iteration 38Q: 3 clusters Score -8859928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -8859930.000000 Penalty: 5423.166504
	Iteration 39Q: 3 clusters Score -8859930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -8859943.000000 Penalty: 5423.166504
	Iteration 40F: 3 clusters Score -8859943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -8859932.000000 Penalty: 5423.166504
	Iteration 41Q: 3 clusters Score -8859932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -8859934.000000 Penalty: 5423.166504
	Iteration 42Q: 3 clusters Score -8859934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -8859935.000000 Penalty: 5423.166504
	Iteration 43Q: 3 clusters Score -8859935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -8859940.000000 Penalty: 5423.166504
	Iteration 44Q: 3 clusters Score -8859940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -8859951.000000 Penalty: 5423.166504
	Iteration 45Q: 3 clusters Score -8859951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -8859952.000000 Penalty: 5423.166504
	Iteration 46Q: 3 clusters Score -8859952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -8859953.000000 Penalty: 5423.166504
	Iteration 47Q: 3 clusters Score -8859953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -8859952.000000 Penalty: 5423.166504
	Iteration 48Q: 3 clusters Score -8859952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -8859957.000000 Penalty: 5423.166504
	Iteration 49Q: 3 clusters Score -8859957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -8859958.000000 Penalty: 5423.166504
	Iteration 50Q: 3 clusters Score -8859958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -8859955.000000 Penalty: 5423.166504
	Iteration 51Q: 3 clusters Score -8859955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -8859947.000000 Penalty: 5423.166504
	Iteration 52Q: 3 clusters Score -8859947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -8859948.000000 Penalty: 5423.166504
	Iteration 53Q: 3 clusters Score -8859948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -8859948.000000 Penalty: 5423.166504
	Iteration 54F: 3 clusters Score -8859948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -92592.312500 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -92592.31 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 357 members 
Entering Unmasked Estep 
Score: -91019.656250 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -91019.66 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91334.312500 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -91334.31 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91445.125000 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -91445.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91487.382812 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -91487.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91533.734375 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -91533.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91570.851562 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -91570.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91643.054688 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -91643.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91757.539062 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -91757.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -91880.156250 Penalty: 3262.619141
	Iteration 8F: 3 clusters Score -91880.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92066.062500 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -92066.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -92379.718750 Penalty: 3262.619141
	Iteration 10F: 3 clusters Score -92379.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -92722.507812 Penalty: 3262.619141
	Iteration 11F: 3 clusters Score -92722.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -92932.914062 Penalty: 3262.619141
	Iteration 12F: 3 clusters Score -92932.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -93104.789062 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -93104.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -93135.609375 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -93135.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -93163.468750 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -93163.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -93179.476562 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -93179.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -93187.695312 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -93187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -93190.195312 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -93190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -93190.195312 Penalty: 3262.619141
	Iteration 19F: 3 clusters Score -93190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 537 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 182 members 
Entering Unmasked Estep 
Score: -120398352.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120399464.000000 to -120398352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (19900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Entering Unmasked Estep 
Score: -3115363.500000 Penalty: 2454.821777
	Iteration 0F: 2 clusters Score -3115364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3101353.500000 Penalty: 4909.643555
	Iteration 0F: 3 clusters Score -3101354 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3106022.500000 Penalty: 4909.643555
	Iteration 1F: 3 clusters Score -3106022 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3106496.250000 Penalty: 4909.643555
	Iteration 2F: 3 clusters Score -3106496 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3106922.750000 Penalty: 4909.643555
	Iteration 3F: 3 clusters Score -3106923 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3107365.750000 Penalty: 4909.643555
	Iteration 4F: 3 clusters Score -3107366 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3107853.250000 Penalty: 4909.643555
	Iteration 5F: 3 clusters Score -3107853 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3108359.000000 Penalty: 4909.643555
	Iteration 6F: 3 clusters Score -3108359 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3108905.500000 Penalty: 4909.643555
	Iteration 7F: 3 clusters Score -3108906 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3109424.750000 Penalty: 4909.643555
	Iteration 8F: 3 clusters Score -3109425 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3109881.000000 Penalty: 4909.643555
	Iteration 9Q: 3 clusters Score -3109881 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3110227.000000 Penalty: 4909.643555
	Iteration 10Q: 3 clusters Score -3110227 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3110523.500000 Penalty: 4909.643555
	Iteration 11Q: 3 clusters Score -3110524 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3110786.250000 Penalty: 4909.643555
	Iteration 12Q: 3 clusters Score -3110786 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3110983.000000 Penalty: 4909.643555
	Iteration 13Q: 3 clusters Score -3110983 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3111186.000000 Penalty: 4909.643555
	Iteration 14Q: 3 clusters Score -3111186 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3111401.250000 Penalty: 4909.643555
	Iteration 15Q: 3 clusters Score -3111401 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3111601.750000 Penalty: 4909.643555
	Iteration 16Q: 3 clusters Score -3111602 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3111797.000000 Penalty: 4909.643555
	Iteration 17Q: 3 clusters Score -3111797 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3111987.000000 Penalty: 4909.643555
	Iteration 18Q: 3 clusters Score -3111987 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3112178.000000 Penalty: 4909.643555
	Iteration 19Q: 3 clusters Score -3112178 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3112348.000000 Penalty: 4909.643555
	Iteration 20F: 3 clusters Score -3112348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3112511.750000 Penalty: 4909.643555
	Iteration 21Q: 3 clusters Score -3112512 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3112646.500000 Penalty: 4909.643555
	Iteration 22Q: 3 clusters Score -3112646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3112755.250000 Penalty: 4909.643555
	Iteration 23Q: 3 clusters Score -3112755 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3112861.250000 Penalty: 4909.643555
	Iteration 24Q: 3 clusters Score -3112861 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3112943.000000 Penalty: 4909.643555
	Iteration 25Q: 3 clusters Score -3112943 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3113022.750000 Penalty: 4909.643555
	Iteration 26Q: 3 clusters Score -3113023 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3113096.500000 Penalty: 4909.643555
	Iteration 27Q: 3 clusters Score -3113096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3113140.000000 Penalty: 4909.643555
	Iteration 28Q: 3 clusters Score -3113140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3113164.000000 Penalty: 4909.643555
	Iteration 29Q: 3 clusters Score -3113164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3113190.250000 Penalty: 4909.643555
	Iteration 30Q: 3 clusters Score -3113190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3113211.500000 Penalty: 4909.643555
	Iteration 31Q: 3 clusters Score -3113212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3113220.250000 Penalty: 4909.643555
	Iteration 32Q: 3 clusters Score -3113220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3113244.000000 Penalty: 4909.643555
	Iteration 33Q: 3 clusters Score -3113244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3113253.250000 Penalty: 4909.643555
	Iteration 34Q: 3 clusters Score -3113253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3113260.250000 Penalty: 4909.643555
	Iteration 35Q: 3 clusters Score -3113260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3113276.250000 Penalty: 4909.643555
	Iteration 36Q: 3 clusters Score -3113276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3113281.250000 Penalty: 4909.643555
	Iteration 37Q: 3 clusters Score -3113281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3113288.500000 Penalty: 4909.643555
	Iteration 38Q: 3 clusters Score -3113288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3113294.750000 Penalty: 4909.643555
	Iteration 39Q: 3 clusters Score -3113295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3113298.500000 Penalty: 4909.643555
	Iteration 40F: 3 clusters Score -3113298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3113302.250000 Penalty: 4909.643555
	Iteration 41Q: 3 clusters Score -3113302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3113297.250000 Penalty: 4909.643555
	Iteration 42Q: 3 clusters Score -3113297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3113297.250000 Penalty: 4909.643555
	Iteration 43F: 3 clusters Score -3113297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -456113.906250 Penalty: 1994.589600
	Iteration 0F: 2 clusters Score -456113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -452826.406250 Penalty: 3989.179199
	Iteration 0F: 3 clusters Score -452826.4 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -453643.656250 Penalty: 3989.179199
	Iteration 1F: 3 clusters Score -453643.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -453882.093750 Penalty: 3989.179199
	Iteration 2F: 3 clusters Score -453882.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -454078.843750 Penalty: 3989.179199
	Iteration 3F: 3 clusters Score -454078.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -454353.343750 Penalty: 3989.179199
	Iteration 4F: 3 clusters Score -454353.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -454703.000000 Penalty: 3989.179199
	Iteration 5F: 3 clusters Score -454703 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -455139.250000 Penalty: 3989.179199
	Iteration 6F: 3 clusters Score -455139.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -455435.500000 Penalty: 3989.179199
	Iteration 7F: 3 clusters Score -455435.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -455580.218750 Penalty: 3989.179199
	Iteration 8Q: 3 clusters Score -455580.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -455647.625000 Penalty: 3989.179199
	Iteration 9Q: 3 clusters Score -455647.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -455688.375000 Penalty: 3989.179199
	Iteration 10Q: 3 clusters Score -455688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -455707.500000 Penalty: 3989.179199
	Iteration 11Q: 3 clusters Score -455707.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -455721.156250 Penalty: 3989.179199
	Iteration 12Q: 3 clusters Score -455721.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -455728.593750 Penalty: 3989.179199
	Iteration 13Q: 3 clusters Score -455728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -455734.093750 Penalty: 3989.179199
	Iteration 14Q: 3 clusters Score -455734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -455741.031250 Penalty: 3989.179199
	Iteration 15Q: 3 clusters Score -455741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -455747.218750 Penalty: 3989.179199
	Iteration 16Q: 3 clusters Score -455747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -455748.843750 Penalty: 3989.179199
	Iteration 17Q: 3 clusters Score -455748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -455753.250000 Penalty: 3989.179199
	Iteration 18Q: 3 clusters Score -455753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -455755.843750 Penalty: 3989.179199
	Iteration 19Q: 3 clusters Score -455755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -455759.437500 Penalty: 3989.179199
	Iteration 20F: 3 clusters Score -455759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -455762.562500 Penalty: 3989.179199
	Iteration 21Q: 3 clusters Score -455762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -455765.437500 Penalty: 3989.179199
	Iteration 22Q: 3 clusters Score -455765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -455766.875000 Penalty: 3989.179199
	Iteration 23Q: 3 clusters Score -455766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -455768.312500 Penalty: 3989.179199
	Iteration 24Q: 3 clusters Score -455768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -455770.093750 Penalty: 3989.179199
	Iteration 25Q: 3 clusters Score -455770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -455773.281250 Penalty: 3989.179199
	Iteration 26Q: 3 clusters Score -455773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -455774.531250 Penalty: 3989.179199
	Iteration 27Q: 3 clusters Score -455774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -455780.812500 Penalty: 3989.179199
	Iteration 28Q: 3 clusters Score -455780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -455782.593750 Penalty: 3989.179199
	Iteration 29Q: 3 clusters Score -455782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -455782.562500 Penalty: 3989.179199
	Iteration 30Q: 3 clusters Score -455782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -455782.562500 Penalty: 3989.179199
	Iteration 31F: 3 clusters Score -455782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Entering Unmasked Estep 
Score: -3053590.500000 Penalty: 2452.543213
	Iteration 0F: 2 clusters Score -3053590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3039700.250000 Penalty: 4905.086426
	Iteration 0F: 3 clusters Score -3039700 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3044423.500000 Penalty: 4905.086426
	Iteration 1F: 3 clusters Score -3044424 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3044845.750000 Penalty: 4905.086426
	Iteration 2F: 3 clusters Score -3044846 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3045171.000000 Penalty: 4905.086426
	Iteration 3Q: 3 clusters Score -3045171 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3045439.500000 Penalty: 4905.086426
	Iteration 4Q: 3 clusters Score -3045440 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3045665.750000 Penalty: 4905.086426
	Iteration 5Q: 3 clusters Score -3045666 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3045907.500000 Penalty: 4905.086426
	Iteration 6Q: 3 clusters Score -3045908 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3046172.500000 Penalty: 4905.086426
	Iteration 7Q: 3 clusters Score -3046172 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3046511.750000 Penalty: 4905.086426
	Iteration 8Q: 3 clusters Score -3046512 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3046933.000000 Penalty: 4905.086426
	Iteration 9Q: 3 clusters Score -3046933 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3047500.000000 Penalty: 4905.086426
	Iteration 10Q: 3 clusters Score -3047500 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3048271.250000 Penalty: 4905.086426
	Iteration 11F: 3 clusters Score -3048271 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3049267.250000 Penalty: 4905.086426
	Iteration 12F: 3 clusters Score -3049267 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3050198.000000 Penalty: 4905.086426
	Iteration 13F: 3 clusters Score -3050198 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3050858.500000 Penalty: 4905.086426
	Iteration 14Q: 3 clusters Score -3050858 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3051212.000000 Penalty: 4905.086426
	Iteration 15Q: 3 clusters Score -3051212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3051412.500000 Penalty: 4905.086426
	Iteration 16Q: 3 clusters Score -3051412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3051535.750000 Penalty: 4905.086426
	Iteration 17Q: 3 clusters Score -3051536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3051614.250000 Penalty: 4905.086426
	Iteration 18Q: 3 clusters Score -3051614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3051674.500000 Penalty: 4905.086426
	Iteration 19Q: 3 clusters Score -3051674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3051705.250000 Penalty: 4905.086426
	Iteration 20F: 3 clusters Score -3051705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3051719.750000 Penalty: 4905.086426
	Iteration 21Q: 3 clusters Score -3051720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3051730.500000 Penalty: 4905.086426
	Iteration 22Q: 3 clusters Score -3051730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3051737.750000 Penalty: 4905.086426
	Iteration 23Q: 3 clusters Score -3051738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3051741.500000 Penalty: 4905.086426
	Iteration 24Q: 3 clusters Score -3051742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3051738.750000 Penalty: 4905.086426
	Iteration 25Q: 3 clusters Score -3051739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3051742.500000 Penalty: 4905.086426
	Iteration 26Q: 3 clusters Score -3051742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3051742.250000 Penalty: 4905.086426
	Iteration 27Q: 3 clusters Score -3051742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3051744.750000 Penalty: 4905.086426
	Iteration 28Q: 3 clusters Score -3051745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3051745.750000 Penalty: 4905.086426
	Iteration 29Q: 3 clusters Score -3051746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3051745.750000 Penalty: 4905.086426
	Iteration 30F: 3 clusters Score -3051746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1004874.750000 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -1004875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -999237.750000 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -999237.8 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1000797.375000 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -1000797 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1001074.937500 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -1001075 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1001297.437500 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -1001297 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1001491.625000 Penalty: 4373.085449
	Iteration 4Q: 3 clusters Score -1001492 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1001721.750000 Penalty: 4373.085449
	Iteration 5Q: 3 clusters Score -1001722 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1001959.437500 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -1001959 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1002205.750000 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -1002206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1002442.125000 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -1002442 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1002700.125000 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -1002700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1002924.687500 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -1002925 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1003104.500000 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -1003104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1003262.875000 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -1003263 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1003386.375000 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -1003386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1003486.000000 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -1003486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1003566.625000 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -1003567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1003631.125000 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -1003631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1003695.437500 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -1003695 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1003760.437500 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -1003760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1003825.812500 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -1003826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1003875.000000 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -1003875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1003908.000000 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -1003908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1003942.437500 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -1003942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1003986.750000 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -1003987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1004025.375000 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -1004025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1004061.187500 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -1004061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1004089.500000 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -1004090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1004117.625000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -1004118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1004137.187500 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -1004137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1004144.312500 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -1004144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1004154.312500 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -1004154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1004163.937500 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -1004164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1004167.500000 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -1004168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1004173.687500 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -1004174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1004175.250000 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -1004175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1004176.875000 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -1004177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1004179.937500 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -1004180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1004179.625000 Penalty: 4373.085449
	Iteration 37Q: 3 clusters Score -1004180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1004182.812500 Penalty: 4373.085449
	Iteration 38Q: 3 clusters Score -1004183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1004181.125000 Penalty: 4373.085449
	Iteration 39Q: 3 clusters Score -1004181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1004181.750000 Penalty: 4373.085449
	Iteration 40F: 3 clusters Score -1004182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1004181.000000 Penalty: 4373.085449
	Iteration 41Q: 3 clusters Score -1004181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1004181.000000 Penalty: 4373.085449
	Iteration 42F: 3 clusters Score -1004181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1017200.625000 Penalty: 2190.590088
	Iteration 0F: 2 clusters Score -1017201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1011518.562500 Penalty: 4381.180176
	Iteration 0F: 3 clusters Score -1011519 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1013022.000000 Penalty: 4381.180176
	Iteration 1F: 3 clusters Score -1013022 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1013394.625000 Penalty: 4381.180176
	Iteration 2F: 3 clusters Score -1013395 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1013754.437500 Penalty: 4381.180176
	Iteration 3F: 3 clusters Score -1013754 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1014070.062500 Penalty: 4381.180176
	Iteration 4F: 3 clusters Score -1014070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1014417.500000 Penalty: 4381.180176
	Iteration 5F: 3 clusters Score -1014418 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1014792.312500 Penalty: 4381.180176
	Iteration 6F: 3 clusters Score -1014792 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1015153.562500 Penalty: 4381.180176
	Iteration 7F: 3 clusters Score -1015154 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1015436.625000 Penalty: 4381.180176
	Iteration 8Q: 3 clusters Score -1015437 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1015615.562500 Penalty: 4381.180176
	Iteration 9Q: 3 clusters Score -1015616 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1015746.687500 Penalty: 4381.180176
	Iteration 10Q: 3 clusters Score -1015747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1015827.125000 Penalty: 4381.180176
	Iteration 11Q: 3 clusters Score -1015827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1015907.250000 Penalty: 4381.180176
	Iteration 12Q: 3 clusters Score -1015907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1016018.812500 Penalty: 4381.180176
	Iteration 13Q: 3 clusters Score -1016019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1016140.500000 Penalty: 4381.180176
	Iteration 14Q: 3 clusters Score -1016140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1016297.625000 Penalty: 4381.180176
	Iteration 15Q: 3 clusters Score -1016298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1016464.875000 Penalty: 4381.180176
	Iteration 16Q: 3 clusters Score -1016465 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1016639.437500 Penalty: 4381.180176
	Iteration 17Q: 3 clusters Score -1016639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1016762.375000 Penalty: 4381.180176
	Iteration 18Q: 3 clusters Score -1016762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1016843.875000 Penalty: 4381.180176
	Iteration 19Q: 3 clusters Score -1016844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1016888.875000 Penalty: 4381.180176
	Iteration 20F: 3 clusters Score -1016889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1016917.750000 Penalty: 4381.180176
	Iteration 21Q: 3 clusters Score -1016918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1016931.812500 Penalty: 4381.180176
	Iteration 22Q: 3 clusters Score -1016932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1016936.250000 Penalty: 4381.180176
	Iteration 23Q: 3 clusters Score -1016936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1016942.187500 Penalty: 4381.180176
	Iteration 24Q: 3 clusters Score -1016942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1016944.187500 Penalty: 4381.180176
	Iteration 25Q: 3 clusters Score -1016944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1016945.625000 Penalty: 4381.180176
	Iteration 26Q: 3 clusters Score -1016946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1016946.000000 Penalty: 4381.180176
	Iteration 27Q: 3 clusters Score -1016946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1016946.125000 Penalty: 4381.180176
	Iteration 28Q: 3 clusters Score -1016946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1016946.125000 Penalty: 4381.180176
	Iteration 29F: 3 clusters Score -1016946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -936880.187500 Penalty: 2164.247803
	Iteration 0F: 2 clusters Score -936880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -931629.125000 Penalty: 4328.495605
	Iteration 0F: 3 clusters Score -931629.1 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -933014.750000 Penalty: 4328.495605
	Iteration 1F: 3 clusters Score -933014.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -933348.687500 Penalty: 4328.495605
	Iteration 2F: 3 clusters Score -933348.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -933624.500000 Penalty: 4328.495605
	Iteration 3F: 3 clusters Score -933624.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -933886.125000 Penalty: 4328.495605
	Iteration 4F: 3 clusters Score -933886.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -934186.062500 Penalty: 4328.495605
	Iteration 5F: 3 clusters Score -934186.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -934485.687500 Penalty: 4328.495605
	Iteration 6F: 3 clusters Score -934485.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -934740.687500 Penalty: 4328.495605
	Iteration 7F: 3 clusters Score -934740.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -934928.750000 Penalty: 4328.495605
	Iteration 8Q: 3 clusters Score -934928.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -935048.750000 Penalty: 4328.495605
	Iteration 9Q: 3 clusters Score -935048.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -935150.000000 Penalty: 4328.495605
	Iteration 10Q: 3 clusters Score -935150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -935216.812500 Penalty: 4328.495605
	Iteration 11Q: 3 clusters Score -935216.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -935267.437500 Penalty: 4328.495605
	Iteration 12Q: 3 clusters Score -935267.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -935318.250000 Penalty: 4328.495605
	Iteration 13Q: 3 clusters Score -935318.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -935364.812500 Penalty: 4328.495605
	Iteration 14Q: 3 clusters Score -935364.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -935393.750000 Penalty: 4328.495605
	Iteration 15Q: 3 clusters Score -935393.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -935414.250000 Penalty: 4328.495605
	Iteration 16Q: 3 clusters Score -935414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -935430.625000 Penalty: 4328.495605
	Iteration 17Q: 3 clusters Score -935430.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -935442.875000 Penalty: 4328.495605
	Iteration 18Q: 3 clusters Score -935442.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -935455.750000 Penalty: 4328.495605
	Iteration 19Q: 3 clusters Score -935455.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -935466.062500 Penalty: 4328.495605
	Iteration 20F: 3 clusters Score -935466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -935472.187500 Penalty: 4328.495605
	Iteration 21Q: 3 clusters Score -935472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -935474.437500 Penalty: 4328.495605
	Iteration 22Q: 3 clusters Score -935474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -935477.375000 Penalty: 4328.495605
	Iteration 23Q: 3 clusters Score -935477.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -935479.937500 Penalty: 4328.495605
	Iteration 24Q: 3 clusters Score -935479.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -935483.875000 Penalty: 4328.495605
	Iteration 25Q: 3 clusters Score -935483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -935487.250000 Penalty: 4328.495605
	Iteration 26Q: 3 clusters Score -935487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -935489.500000 Penalty: 4328.495605
	Iteration 27Q: 3 clusters Score -935489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -935496.250000 Penalty: 4328.495605
	Iteration 28Q: 3 clusters Score -935496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -935497.875000 Penalty: 4328.495605
	Iteration 29Q: 3 clusters Score -935497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -935498.250000 Penalty: 4328.495605
	Iteration 30Q: 3 clusters Score -935498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -935499.500000 Penalty: 4328.495605
	Iteration 31Q: 3 clusters Score -935499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -935502.000000 Penalty: 4328.495605
	Iteration 32Q: 3 clusters Score -935502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -935505.312500 Penalty: 4328.495605
	Iteration 33Q: 3 clusters Score -935505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -935507.375000 Penalty: 4328.495605
	Iteration 34Q: 3 clusters Score -935507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -935509.062500 Penalty: 4328.495605
	Iteration 35Q: 3 clusters Score -935509.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -935515.500000 Penalty: 4328.495605
	Iteration 36Q: 3 clusters Score -935515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -935518.250000 Penalty: 4328.495605
	Iteration 37Q: 3 clusters Score -935518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -935520.812500 Penalty: 4328.495605
	Iteration 38Q: 3 clusters Score -935520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -935522.375000 Penalty: 4328.495605
	Iteration 39Q: 3 clusters Score -935522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -935523.000000 Penalty: 4328.495605
	Iteration 40F: 3 clusters Score -935523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -935523.125000 Penalty: 4328.495605
	Iteration 41Q: 3 clusters Score -935523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -935523.125000 Penalty: 4328.495605
	Iteration 42Q: 3 clusters Score -935523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -935524.750000 Penalty: 4328.495605
	Iteration 43Q: 3 clusters Score -935524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -935525.687500 Penalty: 4328.495605
	Iteration 44Q: 3 clusters Score -935525.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -935525.687500 Penalty: 4328.495605
	Iteration 45F: 3 clusters Score -935525.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Entering Unmasked Estep 
Score: -2665263.000000 Penalty: 2415.176025
	Iteration 0F: 2 clusters Score -2665263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2653146.250000 Penalty: 4830.352051
	Iteration 0F: 3 clusters Score -2653146 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2657104.750000 Penalty: 4830.352051
	Iteration 1F: 3 clusters Score -2657105 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2657506.250000 Penalty: 4830.352051
	Iteration 2F: 3 clusters Score -2657506 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2657818.500000 Penalty: 4830.352051
	Iteration 3Q: 3 clusters Score -2657818 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2658120.500000 Penalty: 4830.352051
	Iteration 4Q: 3 clusters Score -2658120 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2658419.750000 Penalty: 4830.352051
	Iteration 5Q: 3 clusters Score -2658420 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2658800.750000 Penalty: 4830.352051
	Iteration 6Q: 3 clusters Score -2658801 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2659191.750000 Penalty: 4830.352051
	Iteration 7Q: 3 clusters Score -2659192 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2659631.250000 Penalty: 4830.352051
	Iteration 8Q: 3 clusters Score -2659631 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2660117.750000 Penalty: 4830.352051
	Iteration 9Q: 3 clusters Score -2660118 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2660612.750000 Penalty: 4830.352051
	Iteration 10Q: 3 clusters Score -2660613 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2661098.000000 Penalty: 4830.352051
	Iteration 11Q: 3 clusters Score -2661098 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2661559.250000 Penalty: 4830.352051
	Iteration 12Q: 3 clusters Score -2661559 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2661907.000000 Penalty: 4830.352051
	Iteration 13Q: 3 clusters Score -2661907 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2662122.000000 Penalty: 4830.352051
	Iteration 14Q: 3 clusters Score -2662122 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2662246.000000 Penalty: 4830.352051
	Iteration 15Q: 3 clusters Score -2662246 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2662343.250000 Penalty: 4830.352051
	Iteration 16Q: 3 clusters Score -2662343 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2662412.250000 Penalty: 4830.352051
	Iteration 17Q: 3 clusters Score -2662412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2662469.000000 Penalty: 4830.352051
	Iteration 18Q: 3 clusters Score -2662469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2662527.500000 Penalty: 4830.352051
	Iteration 19Q: 3 clusters Score -2662528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2662571.500000 Penalty: 4830.352051
	Iteration 20F: 3 clusters Score -2662572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2662597.000000 Penalty: 4830.352051
	Iteration 21Q: 3 clusters Score -2662597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2662642.500000 Penalty: 4830.352051
	Iteration 22Q: 3 clusters Score -2662642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2662674.000000 Penalty: 4830.352051
	Iteration 23Q: 3 clusters Score -2662674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2662703.000000 Penalty: 4830.352051
	Iteration 24Q: 3 clusters Score -2662703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2662714.250000 Penalty: 4830.352051
	Iteration 25Q: 3 clusters Score -2662714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2662738.750000 Penalty: 4830.352051
	Iteration 26Q: 3 clusters Score -2662739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2662767.250000 Penalty: 4830.352051
	Iteration 27Q: 3 clusters Score -2662767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2662777.250000 Penalty: 4830.352051
	Iteration 28Q: 3 clusters Score -2662777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2662808.750000 Penalty: 4830.352051
	Iteration 29Q: 3 clusters Score -2662809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2662824.250000 Penalty: 4830.352051
	Iteration 30Q: 3 clusters Score -2662824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2662835.750000 Penalty: 4830.352051
	Iteration 31Q: 3 clusters Score -2662836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2662852.750000 Penalty: 4830.352051
	Iteration 32Q: 3 clusters Score -2662853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2662875.000000 Penalty: 4830.352051
	Iteration 33Q: 3 clusters Score -2662875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2662891.250000 Penalty: 4830.352051
	Iteration 34Q: 3 clusters Score -2662891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2662907.250000 Penalty: 4830.352051
	Iteration 35Q: 3 clusters Score -2662907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2662934.750000 Penalty: 4830.352051
	Iteration 36Q: 3 clusters Score -2662935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2662947.750000 Penalty: 4830.352051
	Iteration 37Q: 3 clusters Score -2662948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2662962.250000 Penalty: 4830.352051
	Iteration 38Q: 3 clusters Score -2662962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2662980.250000 Penalty: 4830.352051
	Iteration 39Q: 3 clusters Score -2662980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2662994.500000 Penalty: 4830.352051
	Iteration 40F: 3 clusters Score -2662994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2663008.500000 Penalty: 4830.352051
	Iteration 41Q: 3 clusters Score -2663008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2663033.500000 Penalty: 4830.352051
	Iteration 42Q: 3 clusters Score -2663034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2663051.250000 Penalty: 4830.352051
	Iteration 43Q: 3 clusters Score -2663051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2663063.000000 Penalty: 4830.352051
	Iteration 44Q: 3 clusters Score -2663063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2663070.750000 Penalty: 4830.352051
	Iteration 45Q: 3 clusters Score -2663071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2663077.500000 Penalty: 4830.352051
	Iteration 46Q: 3 clusters Score -2663078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2663075.000000 Penalty: 4830.352051
	Iteration 47Q: 3 clusters Score -2663075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2663079.000000 Penalty: 4830.352051
	Iteration 48Q: 3 clusters Score -2663079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2663082.750000 Penalty: 4830.352051
	Iteration 49Q: 3 clusters Score -2663083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2663086.500000 Penalty: 4830.352051
	Iteration 50Q: 3 clusters Score -2663086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2663086.000000 Penalty: 4830.352051
	Iteration 51Q: 3 clusters Score -2663086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2663084.000000 Penalty: 4830.352051
	Iteration 52Q: 3 clusters Score -2663084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2663087.250000 Penalty: 4830.352051
	Iteration 53Q: 3 clusters Score -2663087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2663089.500000 Penalty: 4830.352051
	Iteration 54Q: 3 clusters Score -2663090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2663091.750000 Penalty: 4830.352051
	Iteration 55Q: 3 clusters Score -2663092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2663091.500000 Penalty: 4830.352051
	Iteration 56Q: 3 clusters Score -2663092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2663093.750000 Penalty: 4830.352051
	Iteration 57Q: 3 clusters Score -2663094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2663095.000000 Penalty: 4830.352051
	Iteration 58Q: 3 clusters Score -2663095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2663099.000000 Penalty: 4830.352051
	Iteration 59Q: 3 clusters Score -2663099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2663098.250000 Penalty: 4830.352051
	Iteration 60F: 3 clusters Score -2663098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2663106.500000 Penalty: 4830.352051
	Iteration 61Q: 3 clusters Score -2663106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2663109.750000 Penalty: 4830.352051
	Iteration 62Q: 3 clusters Score -2663110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2663108.500000 Penalty: 4830.352051
	Iteration 63Q: 3 clusters Score -2663108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2663110.750000 Penalty: 4830.352051
	Iteration 64Q: 3 clusters Score -2663111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2663109.000000 Penalty: 4830.352051
	Iteration 65Q: 3 clusters Score -2663109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2663108.750000 Penalty: 4830.352051
	Iteration 66Q: 3 clusters Score -2663109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2663109.500000 Penalty: 4830.352051
	Iteration 67Q: 3 clusters Score -2663110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2663110.250000 Penalty: 4830.352051
	Iteration 68Q: 3 clusters Score -2663110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2663110.750000 Penalty: 4830.352051
	Iteration 69Q: 3 clusters Score -2663111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2663110.750000 Penalty: 4830.352051
	Iteration 70F: 3 clusters Score -2663111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -2290966.500000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -2290966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2280488.500000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -2280488 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2283749.250000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -2283749 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2284202.500000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -2284202 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2284672.500000 Penalty: 4756.406738
	Iteration 3F: 3 clusters Score -2284672 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2285342.500000 Penalty: 4756.406738
	Iteration 4F: 3 clusters Score -2285342 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2286201.000000 Penalty: 4756.406738
	Iteration 5F: 3 clusters Score -2286201 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2287177.500000 Penalty: 4756.406738
	Iteration 6F: 3 clusters Score -2287178 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2288039.500000 Penalty: 4756.406738
	Iteration 7F: 3 clusters Score -2288040 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2288505.250000 Penalty: 4756.406738
	Iteration 8F: 3 clusters Score -2288505 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2288748.500000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -2288748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2288878.250000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -2288878 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2288940.750000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -2288941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2288957.750000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -2288958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2288973.250000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -2288973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2288986.750000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -2288987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2288993.500000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -2288994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2289003.000000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -2289003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2289003.000000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -2289003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2289007.000000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -2289007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2289006.000000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -2289006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2289007.000000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -2289007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2289016.250000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -2289016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2289014.000000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -2289014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2289013.750000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -2289014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2289015.750000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -2289016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2289015.250000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -2289015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2289012.000000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -2289012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2289014.500000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -2289014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2289016.000000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -2289016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2289016.750000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -2289017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2289017.500000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -2289018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2289021.750000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -2289022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2289022.500000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -2289022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2289021.500000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -2289022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2289022.000000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -2289022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2289022.000000 Penalty: 4756.406738
	Iteration 35F: 3 clusters Score -2289022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1071831.500000 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -1071832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1065915.125000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -1065915 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1067660.500000 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -1067660 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1068060.500000 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -1068060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1068397.625000 Penalty: 4408.275391
	Iteration 3F: 3 clusters Score -1068398 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1068655.500000 Penalty: 4408.275391
	Iteration 4F: 3 clusters Score -1068656 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1068865.375000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -1068865 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1069022.250000 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -1069022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1069152.750000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -1069153 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1069263.750000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -1069264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1069382.500000 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -1069382 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1069508.250000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -1069508 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1069603.875000 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -1069604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1069710.500000 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -1069710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1069788.125000 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -1069788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1069855.875000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -1069856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1069915.750000 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -1069916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1069967.625000 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -1069968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1070007.000000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -1070007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1070051.875000 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -1070052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1070102.375000 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -1070102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1070144.750000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -1070145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1070192.750000 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -1070193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1070242.375000 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -1070242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1070283.875000 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -1070284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1070331.000000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -1070331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1070368.375000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -1070368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1070403.500000 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -1070404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1070431.000000 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -1070431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1070451.875000 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -1070452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1070469.500000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -1070470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1070486.000000 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -1070486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1070500.125000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -1070500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1070513.500000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -1070514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1070521.500000 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -1070522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1070530.875000 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -1070531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1070540.625000 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -1070541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1070553.000000 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -1070553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1070562.125000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -1070562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1070564.625000 Penalty: 4408.275391
	Iteration 38Q: 3 clusters Score -1070565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1070566.625000 Penalty: 4408.275391
	Iteration 39Q: 3 clusters Score -1070567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1070570.875000 Penalty: 4408.275391
	Iteration 40F: 3 clusters Score -1070571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1070570.625000 Penalty: 4408.275391
	Iteration 41Q: 3 clusters Score -1070571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1070574.250000 Penalty: 4408.275391
	Iteration 42Q: 3 clusters Score -1070574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1070574.250000 Penalty: 4408.275391
	Iteration 43F: 3 clusters Score -1070574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112330.851562 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112330.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112532.179688 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112532.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112611.437500 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -112611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112654.945312 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112676.140625 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112698.257812 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112698.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112714.984375 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112724.484375 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -112724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112727.226562 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -112727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112730.406250 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -112730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112732.906250 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -112732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112735.609375 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -112735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112735.609375 Penalty: 3279.572266
	Iteration 12F: 3 clusters Score -112735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21525 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63463 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7710 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 56039 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16960 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399448.000000 Penalty: 144891.109375
Iteration 399Q: 44 clusters Score -1.203994e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21530 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63457 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10046 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56045 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 400F: 44 clusters Score -1.203994e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21531 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63448 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56057 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399312.000000 Penalty: 144891.109375
Iteration 401Q: 44 clusters Score -1.203993e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21530 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63429 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10048 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56076 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399248.000000 Penalty: 144891.109375
Iteration 402Q: 44 clusters Score -1.203992e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21533 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63419 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56078 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399312.000000 Penalty: 144891.109375
Iteration 403Q: 44 clusters Score -1.203993e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63417 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10052 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56077 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399368.000000 Penalty: 144891.109375
Iteration 404Q: 44 clusters Score -1.203994e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63424 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56069 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19718 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399280.000000 Penalty: 144891.109375
Iteration 405Q: 44 clusters Score -1.203993e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63420 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56072 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399216.000000 Penalty: 144891.109375
Iteration 406Q: 44 clusters Score -1.203992e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21540 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63421 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56069 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399216.000000 Penalty: 144891.109375
Iteration 407Q: 44 clusters Score -1.203992e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63416 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56074 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399200.000000 Penalty: 144891.109375
Iteration 408Q: 44 clusters Score -1.203992e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63419 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56071 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16954 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399224.000000 Penalty: 144891.109375
Iteration 409Q: 44 clusters Score -1.203992e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63415 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56075 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399224.000000 Penalty: 144891.109375
Iteration 410Q: 44 clusters Score -1.203992e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63413 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56076 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399208.000000 Penalty: 144891.109375
Iteration 411Q: 44 clusters Score -1.203992e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63413 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12963 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56076 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399208.000000 Penalty: 144891.109375
Iteration 412Q: 44 clusters Score -1.203992e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21541 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63413 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56077 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399200.000000 Penalty: 144891.109375
Iteration 413Q: 44 clusters Score -1.203992e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63411 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56080 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399208.000000 Penalty: 144891.109375
Iteration 414Q: 44 clusters Score -1.203992e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63408 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56083 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399152.000000 Penalty: 144891.109375
Iteration 415Q: 44 clusters Score -1.203992e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63403 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56088 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399168.000000 Penalty: 144891.109375
Iteration 416Q: 44 clusters Score -1.203992e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21539 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63397 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56094 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399168.000000 Penalty: 144891.109375
Iteration 417Q: 44 clusters Score -1.203992e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63396 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56097 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399184.000000 Penalty: 144891.109375
Iteration 418Q: 44 clusters Score -1.203992e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63394 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56099 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399192.000000 Penalty: 144891.109375
Iteration 419Q: 44 clusters Score -1.203992e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63393 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56101 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399200.000000 Penalty: 144891.109375
Iteration 420F: 44 clusters Score -1.203992e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63393 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56101 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399200.000000 Penalty: 144891.109375
Iteration 421Q: 44 clusters Score -1.203992e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63391 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56105 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16955 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399200.000000 Penalty: 144891.109375
Iteration 422Q: 44 clusters Score -1.203992e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63389 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10051 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56108 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399184.000000 Penalty: 144891.109375
Iteration 423Q: 44 clusters Score -1.203992e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21537 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63385 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10052 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56111 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399208.000000 Penalty: 144891.109375
Iteration 424Q: 44 clusters Score -1.203992e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63381 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12958 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56114 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399184.000000 Penalty: 144891.109375
Iteration 425Q: 44 clusters Score -1.203992e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21540 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63377 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56117 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399176.000000 Penalty: 144891.109375
Iteration 426Q: 44 clusters Score -1.203992e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21542 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63372 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56121 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399168.000000 Penalty: 144891.109375
Iteration 427Q: 44 clusters Score -1.203992e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21542 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63369 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56125 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16956 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399184.000000 Penalty: 144891.109375
Iteration 428Q: 44 clusters Score -1.203992e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63364 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56128 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16957 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399152.000000 Penalty: 144891.109375
Iteration 429Q: 44 clusters Score -1.203992e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63361 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56130 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399152.000000 Penalty: 144891.109375
Iteration 430Q: 44 clusters Score -1.203992e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63358 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10055 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7707 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399152.000000 Penalty: 144891.109375
Iteration 431Q: 44 clusters Score -1.203992e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63355 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10056 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399160.000000 Penalty: 144891.109375
Iteration 432Q: 44 clusters Score -1.203992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21544 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63354 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10056 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399160.000000 Penalty: 144891.109375
Iteration 433Q: 44 clusters Score -1.203992e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21544 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63354 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10056 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 719 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399160.000000 Penalty: 144891.109375
Iteration 434F: 44 clusters Score -1.203992e+08 nChanged 0
Entering ConstructFrom: 
Score: -120399160.000000 Penalty: 144891.109375
Entering ConstructFrom: 
Trying to split cluster 1 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -1068262.750000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -1068263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1062444.875000 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -1062445 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1064058.500000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -1064058 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1064430.250000 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -1064430 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1064711.500000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -1064712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1064994.000000 Penalty: 4394.526367
	Iteration 4F: 3 clusters Score -1064994 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1065253.375000 Penalty: 4394.526367
	Iteration 5F: 3 clusters Score -1065253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1065488.750000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -1065489 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1065731.500000 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -1065732 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1065904.875000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -1065905 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1066068.375000 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -1066068 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1066218.000000 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -1066218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1066366.750000 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -1066367 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1066514.375000 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -1066514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1066646.125000 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -1066646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1066742.875000 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -1066743 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1066809.000000 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -1066809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1066856.500000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -1066856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1066892.750000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -1066893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1066921.750000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -1066922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1066953.625000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -1066954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1066976.875000 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -1066977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1066990.375000 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -1066990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1067001.000000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -1067001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1067008.625000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -1067009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1067016.500000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -1067016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1067023.750000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -1067024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1067028.000000 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -1067028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1067026.375000 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -1067026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1067030.125000 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -1067030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1067033.875000 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -1067034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1067031.625000 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -1067032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1067033.000000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -1067033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1067034.500000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -1067034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1067035.750000 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -1067036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1067034.625000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -1067035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1067035.625000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -1067036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1067035.625000 Penalty: 4394.526367
	Iteration 36F: 3 clusters Score -1067036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Entering Unmasked Estep 
Score: -3286973.250000 Penalty: 2485.131836
	Iteration 0F: 2 clusters Score -3286973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3271445.750000 Penalty: 4970.263672
	Iteration 0F: 3 clusters Score -3271446 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3277686.500000 Penalty: 4970.263672
	Iteration 1F: 3 clusters Score -3277686 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3279257.500000 Penalty: 4970.263672
	Iteration 2F: 3 clusters Score -3279258 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3280989.250000 Penalty: 4970.263672
	Iteration 3F: 3 clusters Score -3280989 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3282585.250000 Penalty: 4970.263672
	Iteration 4F: 3 clusters Score -3282585 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3283600.250000 Penalty: 4970.263672
	Iteration 5F: 3 clusters Score -3283600 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3284208.500000 Penalty: 4970.263672
	Iteration 6Q: 3 clusters Score -3284208 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3284581.500000 Penalty: 4970.263672
	Iteration 7Q: 3 clusters Score -3284582 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3284841.750000 Penalty: 4970.263672
	Iteration 8Q: 3 clusters Score -3284842 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3285018.500000 Penalty: 4970.263672
	Iteration 9Q: 3 clusters Score -3285018 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3285167.750000 Penalty: 4970.263672
	Iteration 10Q: 3 clusters Score -3285168 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3285281.750000 Penalty: 4970.263672
	Iteration 11Q: 3 clusters Score -3285282 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3285402.250000 Penalty: 4970.263672
	Iteration 12Q: 3 clusters Score -3285402 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3285482.000000 Penalty: 4970.263672
	Iteration 13Q: 3 clusters Score -3285482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3285553.250000 Penalty: 4970.263672
	Iteration 14Q: 3 clusters Score -3285553 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3285598.500000 Penalty: 4970.263672
	Iteration 15Q: 3 clusters Score -3285598 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3285644.250000 Penalty: 4970.263672
	Iteration 16Q: 3 clusters Score -3285644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3285672.000000 Penalty: 4970.263672
	Iteration 17Q: 3 clusters Score -3285672 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3285688.750000 Penalty: 4970.263672
	Iteration 18Q: 3 clusters Score -3285689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3285732.000000 Penalty: 4970.263672
	Iteration 19Q: 3 clusters Score -3285732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3285751.250000 Penalty: 4970.263672
	Iteration 20F: 3 clusters Score -3285751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3285779.750000 Penalty: 4970.263672
	Iteration 21Q: 3 clusters Score -3285780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3285805.000000 Penalty: 4970.263672
	Iteration 22Q: 3 clusters Score -3285805 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3285845.500000 Penalty: 4970.263672
	Iteration 23Q: 3 clusters Score -3285846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3285877.750000 Penalty: 4970.263672
	Iteration 24Q: 3 clusters Score -3285878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3285899.250000 Penalty: 4970.263672
	Iteration 25Q: 3 clusters Score -3285899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3285910.750000 Penalty: 4970.263672
	Iteration 26Q: 3 clusters Score -3285911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3285942.750000 Penalty: 4970.263672
	Iteration 27Q: 3 clusters Score -3285943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3285950.750000 Penalty: 4970.263672
	Iteration 28Q: 3 clusters Score -3285951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3285957.000000 Penalty: 4970.263672
	Iteration 29Q: 3 clusters Score -3285957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3285986.000000 Penalty: 4970.263672
	Iteration 30Q: 3 clusters Score -3285986 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3286006.500000 Penalty: 4970.263672
	Iteration 31Q: 3 clusters Score -3286006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3286014.750000 Penalty: 4970.263672
	Iteration 32Q: 3 clusters Score -3286015 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3286034.500000 Penalty: 4970.263672
	Iteration 33Q: 3 clusters Score -3286034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3286054.250000 Penalty: 4970.263672
	Iteration 34Q: 3 clusters Score -3286054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3286079.500000 Penalty: 4970.263672
	Iteration 35Q: 3 clusters Score -3286080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3286099.250000 Penalty: 4970.263672
	Iteration 36Q: 3 clusters Score -3286099 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3286104.750000 Penalty: 4970.263672
	Iteration 37Q: 3 clusters Score -3286105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3286116.000000 Penalty: 4970.263672
	Iteration 38Q: 3 clusters Score -3286116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3286129.500000 Penalty: 4970.263672
	Iteration 39Q: 3 clusters Score -3286130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3286151.500000 Penalty: 4970.263672
	Iteration 40F: 3 clusters Score -3286152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3286156.750000 Penalty: 4970.263672
	Iteration 41Q: 3 clusters Score -3286157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3286158.500000 Penalty: 4970.263672
	Iteration 42Q: 3 clusters Score -3286158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3286165.250000 Penalty: 4970.263672
	Iteration 43Q: 3 clusters Score -3286165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3286171.750000 Penalty: 4970.263672
	Iteration 44Q: 3 clusters Score -3286172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3286173.000000 Penalty: 4970.263672
	Iteration 45Q: 3 clusters Score -3286173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3286170.000000 Penalty: 4970.263672
	Iteration 46Q: 3 clusters Score -3286170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3286179.500000 Penalty: 4970.263672
	Iteration 47Q: 3 clusters Score -3286180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3286194.500000 Penalty: 4970.263672
	Iteration 48Q: 3 clusters Score -3286194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3286190.500000 Penalty: 4970.263672
	Iteration 49Q: 3 clusters Score -3286190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3286190.000000 Penalty: 4970.263672
	Iteration 50Q: 3 clusters Score -3286190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3286198.250000 Penalty: 4970.263672
	Iteration 51Q: 3 clusters Score -3286198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3286200.500000 Penalty: 4970.263672
	Iteration 52Q: 3 clusters Score -3286200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3286200.000000 Penalty: 4970.263672
	Iteration 53Q: 3 clusters Score -3286200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3286212.000000 Penalty: 4970.263672
	Iteration 54Q: 3 clusters Score -3286212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3286222.250000 Penalty: 4970.263672
	Iteration 55Q: 3 clusters Score -3286222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3286222.250000 Penalty: 4970.263672
	Iteration 56Q: 3 clusters Score -3286222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3286222.250000 Penalty: 4970.263672
	Iteration 57Q: 3 clusters Score -3286222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3286229.750000 Penalty: 4970.263672
	Iteration 58Q: 3 clusters Score -3286230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3286238.250000 Penalty: 4970.263672
	Iteration 59Q: 3 clusters Score -3286238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3286244.250000 Penalty: 4970.263672
	Iteration 60F: 3 clusters Score -3286244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3286245.000000 Penalty: 4970.263672
	Iteration 61Q: 3 clusters Score -3286245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3286257.750000 Penalty: 4970.263672
	Iteration 62Q: 3 clusters Score -3286258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3286261.500000 Penalty: 4970.263672
	Iteration 63Q: 3 clusters Score -3286262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3286270.750000 Penalty: 4970.263672
	Iteration 64Q: 3 clusters Score -3286271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3286282.500000 Penalty: 4970.263672
	Iteration 65Q: 3 clusters Score -3286282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3286299.000000 Penalty: 4970.263672
	Iteration 66Q: 3 clusters Score -3286299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3286305.750000 Penalty: 4970.263672
	Iteration 67Q: 3 clusters Score -3286306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3286309.250000 Penalty: 4970.263672
	Iteration 68Q: 3 clusters Score -3286309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3286311.500000 Penalty: 4970.263672
	Iteration 69Q: 3 clusters Score -3286312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3286320.500000 Penalty: 4970.263672
	Iteration 70Q: 3 clusters Score -3286320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3286323.250000 Penalty: 4970.263672
	Iteration 71Q: 3 clusters Score -3286323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3286326.500000 Penalty: 4970.263672
	Iteration 72Q: 3 clusters Score -3286326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3286331.000000 Penalty: 4970.263672
	Iteration 73Q: 3 clusters Score -3286331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3286327.250000 Penalty: 4970.263672
	Iteration 74Q: 3 clusters Score -3286327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3286333.000000 Penalty: 4970.263672
	Iteration 75Q: 3 clusters Score -3286333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3286335.500000 Penalty: 4970.263672
	Iteration 76Q: 3 clusters Score -3286336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3286336.500000 Penalty: 4970.263672
	Iteration 77Q: 3 clusters Score -3286336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3286342.500000 Penalty: 4970.263672
	Iteration 78Q: 3 clusters Score -3286342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3286344.750000 Penalty: 4970.263672
	Iteration 79Q: 3 clusters Score -3286345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3286349.250000 Penalty: 4970.263672
	Iteration 80F: 3 clusters Score -3286349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3286354.250000 Penalty: 4970.263672
	Iteration 81Q: 3 clusters Score -3286354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3286359.750000 Penalty: 4970.263672
	Iteration 82Q: 3 clusters Score -3286360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3286368.000000 Penalty: 4970.263672
	Iteration 83Q: 3 clusters Score -3286368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3286372.250000 Penalty: 4970.263672
	Iteration 84Q: 3 clusters Score -3286372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3286370.750000 Penalty: 4970.263672
	Iteration 85Q: 3 clusters Score -3286371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3286367.750000 Penalty: 4970.263672
	Iteration 86Q: 3 clusters Score -3286368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3286366.000000 Penalty: 4970.263672
	Iteration 87Q: 3 clusters Score -3286366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3286363.500000 Penalty: 4970.263672
	Iteration 88Q: 3 clusters Score -3286364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3286365.000000 Penalty: 4970.263672
	Iteration 89Q: 3 clusters Score -3286365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3286365.000000 Penalty: 4970.263672
	Iteration 90Q: 3 clusters Score -3286365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3286366.000000 Penalty: 4970.263672
	Iteration 91Q: 3 clusters Score -3286366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3286368.000000 Penalty: 4970.263672
	Iteration 92Q: 3 clusters Score -3286368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3286369.750000 Penalty: 4970.263672
	Iteration 93Q: 3 clusters Score -3286370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3286371.000000 Penalty: 4970.263672
	Iteration 94Q: 3 clusters Score -3286371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3286372.500000 Penalty: 4970.263672
	Iteration 95Q: 3 clusters Score -3286372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3286372.000000 Penalty: 4970.263672
	Iteration 96Q: 3 clusters Score -3286372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3286372.250000 Penalty: 4970.263672
	Iteration 97Q: 3 clusters Score -3286372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3286372.250000 Penalty: 4970.263672
	Iteration 98F: 3 clusters Score -3286372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Entering Unmasked Estep 
Score: -3340461.000000 Penalty: 2473.781250
	Iteration 0F: 2 clusters Score -3340461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3325490.500000 Penalty: 4947.562500
	Iteration 0F: 3 clusters Score -3325490 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3330442.500000 Penalty: 4947.562500
	Iteration 1F: 3 clusters Score -3330442 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3330832.250000 Penalty: 4947.562500
	Iteration 2F: 3 clusters Score -3330832 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3331225.500000 Penalty: 4947.562500
	Iteration 3Q: 3 clusters Score -3331226 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3331590.500000 Penalty: 4947.562500
	Iteration 4Q: 3 clusters Score -3331590 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3331970.500000 Penalty: 4947.562500
	Iteration 5Q: 3 clusters Score -3331970 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3332526.750000 Penalty: 4947.562500
	Iteration 6Q: 3 clusters Score -3332527 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3333296.500000 Penalty: 4947.562500
	Iteration 7F: 3 clusters Score -3333296 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3334266.750000 Penalty: 4947.562500
	Iteration 8F: 3 clusters Score -3334267 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3335344.500000 Penalty: 4947.562500
	Iteration 9F: 3 clusters Score -3335344 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3336379.250000 Penalty: 4947.562500
	Iteration 10F: 3 clusters Score -3336379 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3337197.250000 Penalty: 4947.562500
	Iteration 11Q: 3 clusters Score -3337197 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3337700.250000 Penalty: 4947.562500
	Iteration 12Q: 3 clusters Score -3337700 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3337998.000000 Penalty: 4947.562500
	Iteration 13Q: 3 clusters Score -3337998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3338156.250000 Penalty: 4947.562500
	Iteration 14Q: 3 clusters Score -3338156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3338244.500000 Penalty: 4947.562500
	Iteration 15Q: 3 clusters Score -3338244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3338303.500000 Penalty: 4947.562500
	Iteration 16Q: 3 clusters Score -3338304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3338342.250000 Penalty: 4947.562500
	Iteration 17Q: 3 clusters Score -3338342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3338364.000000 Penalty: 4947.562500
	Iteration 18Q: 3 clusters Score -3338364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3338383.750000 Penalty: 4947.562500
	Iteration 19Q: 3 clusters Score -3338384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3338401.250000 Penalty: 4947.562500
	Iteration 20F: 3 clusters Score -3338401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3338404.250000 Penalty: 4947.562500
	Iteration 21Q: 3 clusters Score -3338404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3338408.000000 Penalty: 4947.562500
	Iteration 22Q: 3 clusters Score -3338408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3338417.000000 Penalty: 4947.562500
	Iteration 23Q: 3 clusters Score -3338417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3338429.750000 Penalty: 4947.562500
	Iteration 24Q: 3 clusters Score -3338430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3338442.500000 Penalty: 4947.562500
	Iteration 25Q: 3 clusters Score -3338442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3338448.250000 Penalty: 4947.562500
	Iteration 26Q: 3 clusters Score -3338448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3338457.000000 Penalty: 4947.562500
	Iteration 27Q: 3 clusters Score -3338457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3338468.500000 Penalty: 4947.562500
	Iteration 28Q: 3 clusters Score -3338468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3338470.250000 Penalty: 4947.562500
	Iteration 29Q: 3 clusters Score -3338470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3338470.500000 Penalty: 4947.562500
	Iteration 30Q: 3 clusters Score -3338470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3338473.750000 Penalty: 4947.562500
	Iteration 31Q: 3 clusters Score -3338474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3338478.000000 Penalty: 4947.562500
	Iteration 32Q: 3 clusters Score -3338478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3338479.000000 Penalty: 4947.562500
	Iteration 33Q: 3 clusters Score -3338479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3338479.000000 Penalty: 4947.562500
	Iteration 34F: 3 clusters Score -3338479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Entering Unmasked Estep 
Score: -8617289.000000 Penalty: 2708.703369
	Iteration 0F: 2 clusters Score -8617289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -8580146.000000 Penalty: 5417.406738
	Iteration 0F: 3 clusters Score -8580146 nChanged 25620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -8594342.000000 Penalty: 5417.406738
	Iteration 1F: 3 clusters Score -8594342 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -8594984.000000 Penalty: 5417.406738
	Iteration 2Q: 3 clusters Score -8594984 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -8595642.000000 Penalty: 5417.406738
	Iteration 3Q: 3 clusters Score -8595642 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -8596512.000000 Penalty: 5417.406738
	Iteration 4Q: 3 clusters Score -8596512 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8597596.000000 Penalty: 5417.406738
	Iteration 5Q: 3 clusters Score -8597596 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -8598953.000000 Penalty: 5417.406738
	Iteration 6F: 3 clusters Score -8598953 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8600541.000000 Penalty: 5417.406738
	Iteration 7F: 3 clusters Score -8600541 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8602074.000000 Penalty: 5417.406738
	Iteration 8F: 3 clusters Score -8602074 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8603466.000000 Penalty: 5417.406738
	Iteration 9F: 3 clusters Score -8603466 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8604590.000000 Penalty: 5417.406738
	Iteration 10Q: 3 clusters Score -8604590 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8605898.000000 Penalty: 5417.406738
	Iteration 11Q: 3 clusters Score -8605898 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8607193.000000 Penalty: 5417.406738
	Iteration 12Q: 3 clusters Score -8607193 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8608529.000000 Penalty: 5417.406738
	Iteration 13Q: 3 clusters Score -8608529 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -8609902.000000 Penalty: 5417.406738
	Iteration 14Q: 3 clusters Score -8609902 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -8611216.000000 Penalty: 5417.406738
	Iteration 15Q: 3 clusters Score -8611216 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -8612332.000000 Penalty: 5417.406738
	Iteration 16Q: 3 clusters Score -8612332 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -8613253.000000 Penalty: 5417.406738
	Iteration 17Q: 3 clusters Score -8613253 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -8613889.000000 Penalty: 5417.406738
	Iteration 18Q: 3 clusters Score -8613889 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -8614283.000000 Penalty: 5417.406738
	Iteration 19Q: 3 clusters Score -8614283 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -8614513.000000 Penalty: 5417.406738
	Iteration 20F: 3 clusters Score -8614513 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -8614668.000000 Penalty: 5417.406738
	Iteration 21Q: 3 clusters Score -8614668 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -8614764.000000 Penalty: 5417.406738
	Iteration 22Q: 3 clusters Score -8614764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -8614828.000000 Penalty: 5417.406738
	Iteration 23Q: 3 clusters Score -8614828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -8614875.000000 Penalty: 5417.406738
	Iteration 24Q: 3 clusters Score -8614875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -8614910.000000 Penalty: 5417.406738
	Iteration 25Q: 3 clusters Score -8614910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -8614918.000000 Penalty: 5417.406738
	Iteration 26Q: 3 clusters Score -8614918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -8614939.000000 Penalty: 5417.406738
	Iteration 27Q: 3 clusters Score -8614939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -8614962.000000 Penalty: 5417.406738
	Iteration 28Q: 3 clusters Score -8614962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -8614980.000000 Penalty: 5417.406738
	Iteration 29Q: 3 clusters Score -8614980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -8614982.000000 Penalty: 5417.406738
	Iteration 30Q: 3 clusters Score -8614982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -8614990.000000 Penalty: 5417.406738
	Iteration 31Q: 3 clusters Score -8614990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -8614993.000000 Penalty: 5417.406738
	Iteration 32Q: 3 clusters Score -8614993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -8614990.000000 Penalty: 5417.406738
	Iteration 33Q: 3 clusters Score -8614990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -8615003.000000 Penalty: 5417.406738
	Iteration 34Q: 3 clusters Score -8615003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -8615007.000000 Penalty: 5417.406738
	Iteration 35Q: 3 clusters Score -8615007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -8615005.000000 Penalty: 5417.406738
	Iteration 36Q: 3 clusters Score -8615005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -8615010.000000 Penalty: 5417.406738
	Iteration 37Q: 3 clusters Score -8615010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -8615016.000000 Penalty: 5417.406738
	Iteration 38Q: 3 clusters Score -8615016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -8615003.000000 Penalty: 5417.406738
	Iteration 39Q: 3 clusters Score -8615003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -8615008.000000 Penalty: 5417.406738
	Iteration 40F: 3 clusters Score -8615008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -8615015.000000 Penalty: 5417.406738
	Iteration 41Q: 3 clusters Score -8615015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -8615016.000000 Penalty: 5417.406738
	Iteration 42Q: 3 clusters Score -8615016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -8615016.000000 Penalty: 5417.406738
	Iteration 43F: 3 clusters Score -8615016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Entering Unmasked Estep 
Score: -3213753.500000 Penalty: 2474.507568
	Iteration 0F: 2 clusters Score -3213754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3198635.500000 Penalty: 4949.015137
	Iteration 0F: 3 clusters Score -3198636 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3204229.250000 Penalty: 4949.015137
	Iteration 1F: 3 clusters Score -3204229 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3205115.500000 Penalty: 4949.015137
	Iteration 2F: 3 clusters Score -3205116 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3206086.000000 Penalty: 4949.015137
	Iteration 3F: 3 clusters Score -3206086 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3207111.500000 Penalty: 4949.015137
	Iteration 4F: 3 clusters Score -3207112 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3208041.500000 Penalty: 4949.015137
	Iteration 5F: 3 clusters Score -3208042 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3208822.250000 Penalty: 4949.015137
	Iteration 6F: 3 clusters Score -3208822 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3209497.750000 Penalty: 4949.015137
	Iteration 7Q: 3 clusters Score -3209498 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3210167.250000 Penalty: 4949.015137
	Iteration 8Q: 3 clusters Score -3210167 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3210810.500000 Penalty: 4949.015137
	Iteration 9Q: 3 clusters Score -3210810 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3211313.250000 Penalty: 4949.015137
	Iteration 10Q: 3 clusters Score -3211313 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3211600.250000 Penalty: 4949.015137
	Iteration 11Q: 3 clusters Score -3211600 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3211763.750000 Penalty: 4949.015137
	Iteration 12Q: 3 clusters Score -3211764 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3211853.750000 Penalty: 4949.015137
	Iteration 13Q: 3 clusters Score -3211854 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3211925.000000 Penalty: 4949.015137
	Iteration 14Q: 3 clusters Score -3211925 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3211984.750000 Penalty: 4949.015137
	Iteration 15Q: 3 clusters Score -3211985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3212035.250000 Penalty: 4949.015137
	Iteration 16Q: 3 clusters Score -3212035 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3212087.000000 Penalty: 4949.015137
	Iteration 17Q: 3 clusters Score -3212087 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3212139.500000 Penalty: 4949.015137
	Iteration 18Q: 3 clusters Score -3212140 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3212196.750000 Penalty: 4949.015137
	Iteration 19Q: 3 clusters Score -3212197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3212244.000000 Penalty: 4949.015137
	Iteration 20F: 3 clusters Score -3212244 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3212299.000000 Penalty: 4949.015137
	Iteration 21Q: 3 clusters Score -3212299 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3212370.250000 Penalty: 4949.015137
	Iteration 22Q: 3 clusters Score -3212370 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3212418.500000 Penalty: 4949.015137
	Iteration 23Q: 3 clusters Score -3212418 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3212509.500000 Penalty: 4949.015137
	Iteration 24Q: 3 clusters Score -3212510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3212577.750000 Penalty: 4949.015137
	Iteration 25Q: 3 clusters Score -3212578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3212633.250000 Penalty: 4949.015137
	Iteration 26Q: 3 clusters Score -3212633 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3212697.250000 Penalty: 4949.015137
	Iteration 27Q: 3 clusters Score -3212697 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3212770.000000 Penalty: 4949.015137
	Iteration 28Q: 3 clusters Score -3212770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3212832.000000 Penalty: 4949.015137
	Iteration 29Q: 3 clusters Score -3212832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3212881.000000 Penalty: 4949.015137
	Iteration 30Q: 3 clusters Score -3212881 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3212936.000000 Penalty: 4949.015137
	Iteration 31Q: 3 clusters Score -3212936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3212980.750000 Penalty: 4949.015137
	Iteration 32Q: 3 clusters Score -3212981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3213031.750000 Penalty: 4949.015137
	Iteration 33Q: 3 clusters Score -3213032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3213065.000000 Penalty: 4949.015137
	Iteration 34Q: 3 clusters Score -3213065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3213095.000000 Penalty: 4949.015137
	Iteration 35Q: 3 clusters Score -3213095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3213107.750000 Penalty: 4949.015137
	Iteration 36Q: 3 clusters Score -3213108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3213120.750000 Penalty: 4949.015137
	Iteration 37Q: 3 clusters Score -3213121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3213142.750000 Penalty: 4949.015137
	Iteration 38Q: 3 clusters Score -3213143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3213160.000000 Penalty: 4949.015137
	Iteration 39Q: 3 clusters Score -3213160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3213176.750000 Penalty: 4949.015137
	Iteration 40F: 3 clusters Score -3213177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3213177.750000 Penalty: 4949.015137
	Iteration 41Q: 3 clusters Score -3213178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3213184.250000 Penalty: 4949.015137
	Iteration 42Q: 3 clusters Score -3213184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3213201.500000 Penalty: 4949.015137
	Iteration 43Q: 3 clusters Score -3213202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3213213.750000 Penalty: 4949.015137
	Iteration 44Q: 3 clusters Score -3213214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3213217.500000 Penalty: 4949.015137
	Iteration 45Q: 3 clusters Score -3213218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3213218.750000 Penalty: 4949.015137
	Iteration 46Q: 3 clusters Score -3213219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3213227.500000 Penalty: 4949.015137
	Iteration 47Q: 3 clusters Score -3213228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3213229.250000 Penalty: 4949.015137
	Iteration 48Q: 3 clusters Score -3213229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3213236.250000 Penalty: 4949.015137
	Iteration 49Q: 3 clusters Score -3213236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3213242.750000 Penalty: 4949.015137
	Iteration 50Q: 3 clusters Score -3213243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3213243.000000 Penalty: 4949.015137
	Iteration 51Q: 3 clusters Score -3213243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3213240.500000 Penalty: 4949.015137
	Iteration 52Q: 3 clusters Score -3213240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3213243.000000 Penalty: 4949.015137
	Iteration 53Q: 3 clusters Score -3213243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3213246.250000 Penalty: 4949.015137
	Iteration 54Q: 3 clusters Score -3213246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3213247.500000 Penalty: 4949.015137
	Iteration 55Q: 3 clusters Score -3213248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3213242.750000 Penalty: 4949.015137
	Iteration 56Q: 3 clusters Score -3213243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3213246.000000 Penalty: 4949.015137
	Iteration 57Q: 3 clusters Score -3213246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3213245.750000 Penalty: 4949.015137
	Iteration 58Q: 3 clusters Score -3213246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3213251.250000 Penalty: 4949.015137
	Iteration 59Q: 3 clusters Score -3213251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3213249.500000 Penalty: 4949.015137
	Iteration 60F: 3 clusters Score -3213250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3213257.000000 Penalty: 4949.015137
	Iteration 61Q: 3 clusters Score -3213257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3213258.250000 Penalty: 4949.015137
	Iteration 62Q: 3 clusters Score -3213258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3213255.250000 Penalty: 4949.015137
	Iteration 63Q: 3 clusters Score -3213255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3213258.000000 Penalty: 4949.015137
	Iteration 64Q: 3 clusters Score -3213258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3213257.750000 Penalty: 4949.015137
	Iteration 65Q: 3 clusters Score -3213258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3213260.500000 Penalty: 4949.015137
	Iteration 66Q: 3 clusters Score -3213260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3213262.250000 Penalty: 4949.015137
	Iteration 67Q: 3 clusters Score -3213262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3213261.000000 Penalty: 4949.015137
	Iteration 68Q: 3 clusters Score -3213261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3213257.250000 Penalty: 4949.015137
	Iteration 69Q: 3 clusters Score -3213257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3213256.750000 Penalty: 4949.015137
	Iteration 70Q: 3 clusters Score -3213257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3213254.750000 Penalty: 4949.015137
	Iteration 71Q: 3 clusters Score -3213255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3213259.750000 Penalty: 4949.015137
	Iteration 72Q: 3 clusters Score -3213260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3213259.250000 Penalty: 4949.015137
	Iteration 73Q: 3 clusters Score -3213259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3213256.500000 Penalty: 4949.015137
	Iteration 74Q: 3 clusters Score -3213256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3213260.000000 Penalty: 4949.015137
	Iteration 75Q: 3 clusters Score -3213260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3213261.500000 Penalty: 4949.015137
	Iteration 76Q: 3 clusters Score -3213262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3213272.000000 Penalty: 4949.015137
	Iteration 77Q: 3 clusters Score -3213272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3213276.750000 Penalty: 4949.015137
	Iteration 78Q: 3 clusters Score -3213277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3213276.750000 Penalty: 4949.015137
	Iteration 79Q: 3 clusters Score -3213277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3213278.500000 Penalty: 4949.015137
	Iteration 80F: 3 clusters Score -3213278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3213268.500000 Penalty: 4949.015137
	Iteration 81Q: 3 clusters Score -3213268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3213272.000000 Penalty: 4949.015137
	Iteration 82Q: 3 clusters Score -3213272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3213272.000000 Penalty: 4949.015137
	Iteration 83Q: 3 clusters Score -3213272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3213273.500000 Penalty: 4949.015137
	Iteration 84Q: 3 clusters Score -3213274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3213273.250000 Penalty: 4949.015137
	Iteration 85Q: 3 clusters Score -3213273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3213274.750000 Penalty: 4949.015137
	Iteration 86Q: 3 clusters Score -3213275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3213277.000000 Penalty: 4949.015137
	Iteration 87Q: 3 clusters Score -3213277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3213278.000000 Penalty: 4949.015137
	Iteration 88Q: 3 clusters Score -3213278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3213275.500000 Penalty: 4949.015137
	Iteration 89Q: 3 clusters Score -3213276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3213280.500000 Penalty: 4949.015137
	Iteration 90Q: 3 clusters Score -3213280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3213276.250000 Penalty: 4949.015137
	Iteration 91Q: 3 clusters Score -3213276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3213287.500000 Penalty: 4949.015137
	Iteration 92Q: 3 clusters Score -3213288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3213289.500000 Penalty: 4949.015137
	Iteration 93Q: 3 clusters Score -3213290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3213285.500000 Penalty: 4949.015137
	Iteration 94Q: 3 clusters Score -3213286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3213282.750000 Penalty: 4949.015137
	Iteration 95Q: 3 clusters Score -3213283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3213286.000000 Penalty: 4949.015137
	Iteration 96Q: 3 clusters Score -3213286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3213291.250000 Penalty: 4949.015137
	Iteration 97Q: 3 clusters Score -3213291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3213284.750000 Penalty: 4949.015137
	Iteration 98Q: 3 clusters Score -3213285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3213282.750000 Penalty: 4949.015137
	Iteration 99Q: 3 clusters Score -3213283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3213284.500000 Penalty: 4949.015137
	Iteration 100F: 3 clusters Score -3213284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3213280.750000 Penalty: 4949.015137
	Iteration 101Q: 3 clusters Score -3213281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3213282.000000 Penalty: 4949.015137
	Iteration 102Q: 3 clusters Score -3213282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3213281.500000 Penalty: 4949.015137
	Iteration 103Q: 3 clusters Score -3213282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3213282.500000 Penalty: 4949.015137
	Iteration 104Q: 3 clusters Score -3213282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3213283.250000 Penalty: 4949.015137
	Iteration 105Q: 3 clusters Score -3213283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3213287.250000 Penalty: 4949.015137
	Iteration 106Q: 3 clusters Score -3213287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3213284.500000 Penalty: 4949.015137
	Iteration 107Q: 3 clusters Score -3213284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3213284.500000 Penalty: 4949.015137
	Iteration 108F: 3 clusters Score -3213284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28687.105469 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28687.11 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 124 members 
Entering Unmasked Estep 
Score: -27552.574219 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27552.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27647.339844 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27647.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27675.753906 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -27675.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27685.074219 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -27685.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27703.001953 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -27703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27708.208984 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -27708.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27708.208984 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -27708.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -43059.730469 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -43059.73 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 173 members 
Entering Unmasked Estep 
Score: -41764.785156 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -41764.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41867.859375 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -41867.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41882.433594 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -41882.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41885.312500 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -41885.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41894.085938 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -41894.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41894.085938 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -41894.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2636493.000000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2636493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2624084.250000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2624084 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2628295.250000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2628295 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2629200.500000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2629200 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2630386.500000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2630386 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2631643.000000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2631643 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2632607.250000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -2632607 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2633263.250000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -2633263 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2633645.750000 Penalty: 4849.343750
	Iteration 7Q: 3 clusters Score -2633646 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2633848.250000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -2633848 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2633986.000000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -2633986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2634072.250000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2634072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2634174.000000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2634174 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2634282.000000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2634282 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2634398.500000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2634398 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2634568.500000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2634568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2634743.750000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2634744 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2634902.000000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2634902 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2635042.500000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2635042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2635127.250000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2635127 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2635195.000000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2635195 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2635244.250000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2635244 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2635269.250000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2635269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2635296.250000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2635296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2635330.750000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2635331 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2635348.000000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2635348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2635360.750000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2635361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2635366.500000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2635366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2635386.250000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2635386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2635397.750000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2635398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2635407.500000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2635408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2635413.250000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2635413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2635420.250000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2635420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2635424.500000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2635424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2635431.500000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2635432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2635438.750000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -2635439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2635448.750000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -2635449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2635448.250000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -2635448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2635451.750000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -2635452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2635461.000000 Penalty: 4849.343750
	Iteration 38Q: 3 clusters Score -2635461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2635472.500000 Penalty: 4849.343750
	Iteration 39Q: 3 clusters Score -2635472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2635479.750000 Penalty: 4849.343750
	Iteration 40F: 3 clusters Score -2635480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2635479.000000 Penalty: 4849.343750
	Iteration 41Q: 3 clusters Score -2635479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2635474.750000 Penalty: 4849.343750
	Iteration 42Q: 3 clusters Score -2635475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2635483.500000 Penalty: 4849.343750
	Iteration 43Q: 3 clusters Score -2635484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2635478.500000 Penalty: 4849.343750
	Iteration 44Q: 3 clusters Score -2635478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2635485.250000 Penalty: 4849.343750
	Iteration 45Q: 3 clusters Score -2635485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2635484.750000 Penalty: 4849.343750
	Iteration 46Q: 3 clusters Score -2635485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2635489.500000 Penalty: 4849.343750
	Iteration 47Q: 3 clusters Score -2635490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2635488.500000 Penalty: 4849.343750
	Iteration 48Q: 3 clusters Score -2635488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2635491.500000 Penalty: 4849.343750
	Iteration 49Q: 3 clusters Score -2635492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2635502.500000 Penalty: 4849.343750
	Iteration 50Q: 3 clusters Score -2635502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2635510.750000 Penalty: 4849.343750
	Iteration 51Q: 3 clusters Score -2635511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2635519.000000 Penalty: 4849.343750
	Iteration 52Q: 3 clusters Score -2635519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2635519.000000 Penalty: 4849.343750
	Iteration 53Q: 3 clusters Score -2635519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2635518.250000 Penalty: 4849.343750
	Iteration 54Q: 3 clusters Score -2635518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2635520.000000 Penalty: 4849.343750
	Iteration 55Q: 3 clusters Score -2635520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2635522.000000 Penalty: 4849.343750
	Iteration 56Q: 3 clusters Score -2635522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2635531.250000 Penalty: 4849.343750
	Iteration 57Q: 3 clusters Score -2635531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2635527.500000 Penalty: 4849.343750
	Iteration 58Q: 3 clusters Score -2635528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2635530.000000 Penalty: 4849.343750
	Iteration 59Q: 3 clusters Score -2635530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2635533.000000 Penalty: 4849.343750
	Iteration 60F: 3 clusters Score -2635533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2635536.250000 Penalty: 4849.343750
	Iteration 61Q: 3 clusters Score -2635536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2635535.750000 Penalty: 4849.343750
	Iteration 62Q: 3 clusters Score -2635536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2635540.250000 Penalty: 4849.343750
	Iteration 63Q: 3 clusters Score -2635540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2635540.250000 Penalty: 4849.343750
	Iteration 64Q: 3 clusters Score -2635540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2635546.750000 Penalty: 4849.343750
	Iteration 65Q: 3 clusters Score -2635547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2635546.750000 Penalty: 4849.343750
	Iteration 66Q: 3 clusters Score -2635547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2635542.500000 Penalty: 4849.343750
	Iteration 67Q: 3 clusters Score -2635542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2635542.000000 Penalty: 4849.343750
	Iteration 68Q: 3 clusters Score -2635542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2635542.000000 Penalty: 4849.343750
	Iteration 69Q: 3 clusters Score -2635542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2635547.750000 Penalty: 4849.343750
	Iteration 70Q: 3 clusters Score -2635548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2635548.000000 Penalty: 4849.343750
	Iteration 71Q: 3 clusters Score -2635548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2635549.750000 Penalty: 4849.343750
	Iteration 72Q: 3 clusters Score -2635550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2635550.750000 Penalty: 4849.343750
	Iteration 73Q: 3 clusters Score -2635551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2635544.500000 Penalty: 4849.343750
	Iteration 74Q: 3 clusters Score -2635544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2635547.750000 Penalty: 4849.343750
	Iteration 75Q: 3 clusters Score -2635548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2635550.500000 Penalty: 4849.343750
	Iteration 76Q: 3 clusters Score -2635550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2635555.500000 Penalty: 4849.343750
	Iteration 77Q: 3 clusters Score -2635556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2635555.500000 Penalty: 4849.343750
	Iteration 78Q: 3 clusters Score -2635556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2635557.750000 Penalty: 4849.343750
	Iteration 79Q: 3 clusters Score -2635558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2635555.500000 Penalty: 4849.343750
	Iteration 80F: 3 clusters Score -2635556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2635558.750000 Penalty: 4849.343750
	Iteration 81Q: 3 clusters Score -2635559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2635560.500000 Penalty: 4849.343750
	Iteration 82Q: 3 clusters Score -2635560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2635560.000000 Penalty: 4849.343750
	Iteration 83Q: 3 clusters Score -2635560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2635560.500000 Penalty: 4849.343750
	Iteration 84Q: 3 clusters Score -2635560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2635563.250000 Penalty: 4849.343750
	Iteration 85Q: 3 clusters Score -2635563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2635567.500000 Penalty: 4849.343750
	Iteration 86Q: 3 clusters Score -2635568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2635564.750000 Penalty: 4849.343750
	Iteration 87Q: 3 clusters Score -2635565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2635567.000000 Penalty: 4849.343750
	Iteration 88Q: 3 clusters Score -2635567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2635563.750000 Penalty: 4849.343750
	Iteration 89Q: 3 clusters Score -2635564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2635562.750000 Penalty: 4849.343750
	Iteration 90Q: 3 clusters Score -2635563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2635563.250000 Penalty: 4849.343750
	Iteration 91Q: 3 clusters Score -2635563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2635564.750000 Penalty: 4849.343750
	Iteration 92Q: 3 clusters Score -2635565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2635564.750000 Penalty: 4849.343750
	Iteration 93F: 3 clusters Score -2635565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (102642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Entering Unmasked Estep 
Score: -16206958.000000 Penalty: 2861.672607
	Iteration 0F: 2 clusters Score -1.620696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -16142886.000000 Penalty: 5723.345215
	Iteration 0F: 3 clusters Score -1.614289e+07 nChanged 48574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -16170673.000000 Penalty: 5723.345215
	Iteration 1F: 3 clusters Score -1.617067e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -16171672.000000 Penalty: 5723.345215
	Iteration 2Q: 3 clusters Score -1.617167e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -16173059.000000 Penalty: 5723.345215
	Iteration 3Q: 3 clusters Score -1.617306e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -16175094.000000 Penalty: 5723.345215
	Iteration 4Q: 3 clusters Score -1.617509e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -16178056.000000 Penalty: 5723.345215
	Iteration 5F: 3 clusters Score -1.617806e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -16181623.000000 Penalty: 5723.345215
	Iteration 6F: 3 clusters Score -1.618162e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -16184985.000000 Penalty: 5723.345215
	Iteration 7F: 3 clusters Score -1.618498e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -16188687.000000 Penalty: 5723.345215
	Iteration 8F: 3 clusters Score -1.618869e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -16192326.000000 Penalty: 5723.345215
	Iteration 9F: 3 clusters Score -1.619233e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -16195747.000000 Penalty: 5723.345215
	Iteration 10Q: 3 clusters Score -1.619575e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -16198549.000000 Penalty: 5723.345215
	Iteration 11Q: 3 clusters Score -1.619855e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -16200979.000000 Penalty: 5723.345215
	Iteration 12Q: 3 clusters Score -1.620098e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -16202553.000000 Penalty: 5723.345215
	Iteration 13Q: 3 clusters Score -1.620255e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -16203468.000000 Penalty: 5723.345215
	Iteration 14Q: 3 clusters Score -1.620347e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -16203958.000000 Penalty: 5723.345215
	Iteration 15Q: 3 clusters Score -1.620396e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -16204261.000000 Penalty: 5723.345215
	Iteration 16Q: 3 clusters Score -1.620426e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -16204391.000000 Penalty: 5723.345215
	Iteration 17Q: 3 clusters Score -1.620439e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -16204460.000000 Penalty: 5723.345215
	Iteration 18Q: 3 clusters Score -1.620446e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -16204505.000000 Penalty: 5723.345215
	Iteration 19Q: 3 clusters Score -1.62045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -16204560.000000 Penalty: 5723.345215
	Iteration 20F: 3 clusters Score -1.620456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -16204564.000000 Penalty: 5723.345215
	Iteration 21Q: 3 clusters Score -1.620456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -16204580.000000 Penalty: 5723.345215
	Iteration 22Q: 3 clusters Score -1.620458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -16204591.000000 Penalty: 5723.345215
	Iteration 23Q: 3 clusters Score -1.620459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -16204576.000000 Penalty: 5723.345215
	Iteration 24Q: 3 clusters Score -1.620458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -16204573.000000 Penalty: 5723.345215
	Iteration 25Q: 3 clusters Score -1.620457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -16204578.000000 Penalty: 5723.345215
	Iteration 26Q: 3 clusters Score -1.620458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -16204576.000000 Penalty: 5723.345215
	Iteration 27Q: 3 clusters Score -1.620458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 102184 members 
Entering Unmasked Estep 
Score: -16204571.000000 Penalty: 5723.345215
	Iteration 28Q: 3 clusters Score -1.620457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -16204574.000000 Penalty: 5723.345215
	Iteration 29Q: 3 clusters Score -1.620457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -16204568.000000 Penalty: 5723.345215
	Iteration 30Q: 3 clusters Score -1.620457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 102189 members 
Entering Unmasked Estep 
Score: -16204591.000000 Penalty: 5723.345215
	Iteration 31Q: 3 clusters Score -1.620459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -16204589.000000 Penalty: 5723.345215
	Iteration 32Q: 3 clusters Score -1.620459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -16204590.000000 Penalty: 5723.345215
	Iteration 33Q: 3 clusters Score -1.620459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -16204590.000000 Penalty: 5723.345215
	Iteration 34Q: 3 clusters Score -1.620459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -16204588.000000 Penalty: 5723.345215
	Iteration 35Q: 3 clusters Score -1.620459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -16204594.000000 Penalty: 5723.345215
	Iteration 36Q: 3 clusters Score -1.620459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -16204595.000000 Penalty: 5723.345215
	Iteration 37Q: 3 clusters Score -1.62046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -16204594.000000 Penalty: 5723.345215
	Iteration 38Q: 3 clusters Score -1.620459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -16204607.000000 Penalty: 5723.345215
	Iteration 39Q: 3 clusters Score -1.620461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -16204600.000000 Penalty: 5723.345215
	Iteration 40F: 3 clusters Score -1.62046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -16204616.000000 Penalty: 5723.345215
	Iteration 41Q: 3 clusters Score -1.620462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -16204616.000000 Penalty: 5723.345215
	Iteration 42F: 3 clusters Score -1.620462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -104406.406250 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -104406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102713.203125 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -102713.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102931.171875 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -102931.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102981.867188 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -102981.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103007.429688 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -103007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103019.835938 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -103019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103024.648438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -103024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103026.101562 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -103026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103026.101562 Penalty: 3234.228271
	Iteration 7F: 3 clusters Score -103026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Entering Unmasked Estep 
Score: -2527470.500000 Penalty: 2419.395264
	Iteration 0F: 2 clusters Score -2527470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2515223.250000 Penalty: 4838.790527
	Iteration 0F: 3 clusters Score -2515223 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2519708.500000 Penalty: 4838.790527
	Iteration 1F: 3 clusters Score -2519708 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2520639.250000 Penalty: 4838.790527
	Iteration 2F: 3 clusters Score -2520639 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2521835.000000 Penalty: 4838.790527
	Iteration 3F: 3 clusters Score -2521835 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2522974.250000 Penalty: 4838.790527
	Iteration 4F: 3 clusters Score -2522974 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2523851.250000 Penalty: 4838.790527
	Iteration 5F: 3 clusters Score -2523851 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2524525.250000 Penalty: 4838.790527
	Iteration 6F: 3 clusters Score -2524525 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2525007.500000 Penalty: 4838.790527
	Iteration 7Q: 3 clusters Score -2525008 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2525354.500000 Penalty: 4838.790527
	Iteration 8Q: 3 clusters Score -2525354 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2525594.750000 Penalty: 4838.790527
	Iteration 9Q: 3 clusters Score -2525595 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2525771.000000 Penalty: 4838.790527
	Iteration 10Q: 3 clusters Score -2525771 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2525894.000000 Penalty: 4838.790527
	Iteration 11Q: 3 clusters Score -2525894 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2525997.000000 Penalty: 4838.790527
	Iteration 12Q: 3 clusters Score -2525997 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2526078.500000 Penalty: 4838.790527
	Iteration 13Q: 3 clusters Score -2526078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2526143.250000 Penalty: 4838.790527
	Iteration 14Q: 3 clusters Score -2526143 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2526192.250000 Penalty: 4838.790527
	Iteration 15Q: 3 clusters Score -2526192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2526226.000000 Penalty: 4838.790527
	Iteration 16Q: 3 clusters Score -2526226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2526253.750000 Penalty: 4838.790527
	Iteration 17Q: 3 clusters Score -2526254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2526272.250000 Penalty: 4838.790527
	Iteration 18Q: 3 clusters Score -2526272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2526301.750000 Penalty: 4838.790527
	Iteration 19Q: 3 clusters Score -2526302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2526319.750000 Penalty: 4838.790527
	Iteration 20F: 3 clusters Score -2526320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2526328.500000 Penalty: 4838.790527
	Iteration 21Q: 3 clusters Score -2526328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2526345.250000 Penalty: 4838.790527
	Iteration 22Q: 3 clusters Score -2526345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2526360.500000 Penalty: 4838.790527
	Iteration 23Q: 3 clusters Score -2526360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2526372.250000 Penalty: 4838.790527
	Iteration 24Q: 3 clusters Score -2526372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2526381.000000 Penalty: 4838.790527
	Iteration 25Q: 3 clusters Score -2526381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2526384.250000 Penalty: 4838.790527
	Iteration 26Q: 3 clusters Score -2526384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2526392.000000 Penalty: 4838.790527
	Iteration 27Q: 3 clusters Score -2526392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2526398.000000 Penalty: 4838.790527
	Iteration 28Q: 3 clusters Score -2526398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2526400.250000 Penalty: 4838.790527
	Iteration 29Q: 3 clusters Score -2526400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2526407.250000 Penalty: 4838.790527
	Iteration 30Q: 3 clusters Score -2526407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2526413.500000 Penalty: 4838.790527
	Iteration 31Q: 3 clusters Score -2526414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2526412.750000 Penalty: 4838.790527
	Iteration 32Q: 3 clusters Score -2526413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2526417.750000 Penalty: 4838.790527
	Iteration 33Q: 3 clusters Score -2526418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2526425.750000 Penalty: 4838.790527
	Iteration 34Q: 3 clusters Score -2526426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2526429.750000 Penalty: 4838.790527
	Iteration 35Q: 3 clusters Score -2526430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2526436.000000 Penalty: 4838.790527
	Iteration 36Q: 3 clusters Score -2526436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2526439.250000 Penalty: 4838.790527
	Iteration 37Q: 3 clusters Score -2526439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2526447.250000 Penalty: 4838.790527
	Iteration 38Q: 3 clusters Score -2526447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2526456.000000 Penalty: 4838.790527
	Iteration 39Q: 3 clusters Score -2526456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2526464.750000 Penalty: 4838.790527
	Iteration 40F: 3 clusters Score -2526465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2526456.000000 Penalty: 4838.790527
	Iteration 41Q: 3 clusters Score -2526456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2526464.250000 Penalty: 4838.790527
	Iteration 42Q: 3 clusters Score -2526464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2526478.250000 Penalty: 4838.790527
	Iteration 43Q: 3 clusters Score -2526478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2526476.250000 Penalty: 4838.790527
	Iteration 44Q: 3 clusters Score -2526476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2526476.750000 Penalty: 4838.790527
	Iteration 45Q: 3 clusters Score -2526477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2526477.500000 Penalty: 4838.790527
	Iteration 46Q: 3 clusters Score -2526478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2526477.000000 Penalty: 4838.790527
	Iteration 47Q: 3 clusters Score -2526477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2526480.250000 Penalty: 4838.790527
	Iteration 48Q: 3 clusters Score -2526480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2526481.500000 Penalty: 4838.790527
	Iteration 49Q: 3 clusters Score -2526482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2526483.250000 Penalty: 4838.790527
	Iteration 50Q: 3 clusters Score -2526483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2526489.000000 Penalty: 4838.790527
	Iteration 51Q: 3 clusters Score -2526489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2526487.250000 Penalty: 4838.790527
	Iteration 52Q: 3 clusters Score -2526487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2526492.250000 Penalty: 4838.790527
	Iteration 53Q: 3 clusters Score -2526492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2526491.000000 Penalty: 4838.790527
	Iteration 54Q: 3 clusters Score -2526491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2526493.250000 Penalty: 4838.790527
	Iteration 55Q: 3 clusters Score -2526493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2526497.000000 Penalty: 4838.790527
	Iteration 56Q: 3 clusters Score -2526497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2526501.750000 Penalty: 4838.790527
	Iteration 57Q: 3 clusters Score -2526502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2526501.000000 Penalty: 4838.790527
	Iteration 58Q: 3 clusters Score -2526501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2526502.500000 Penalty: 4838.790527
	Iteration 59Q: 3 clusters Score -2526502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2526504.500000 Penalty: 4838.790527
	Iteration 60F: 3 clusters Score -2526504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2526508.250000 Penalty: 4838.790527
	Iteration 61Q: 3 clusters Score -2526508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2526511.000000 Penalty: 4838.790527
	Iteration 62Q: 3 clusters Score -2526511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2526508.750000 Penalty: 4838.790527
	Iteration 63Q: 3 clusters Score -2526509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2526509.000000 Penalty: 4838.790527
	Iteration 64Q: 3 clusters Score -2526509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2526517.000000 Penalty: 4838.790527
	Iteration 65Q: 3 clusters Score -2526517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2526517.750000 Penalty: 4838.790527
	Iteration 66Q: 3 clusters Score -2526518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2526523.750000 Penalty: 4838.790527
	Iteration 67Q: 3 clusters Score -2526524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2526530.000000 Penalty: 4838.790527
	Iteration 68Q: 3 clusters Score -2526530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2526531.750000 Penalty: 4838.790527
	Iteration 69Q: 3 clusters Score -2526532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2526529.000000 Penalty: 4838.790527
	Iteration 70Q: 3 clusters Score -2526529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2526533.750000 Penalty: 4838.790527
	Iteration 71Q: 3 clusters Score -2526534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2526532.500000 Penalty: 4838.790527
	Iteration 72Q: 3 clusters Score -2526532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2526536.750000 Penalty: 4838.790527
	Iteration 73Q: 3 clusters Score -2526537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2526538.000000 Penalty: 4838.790527
	Iteration 74Q: 3 clusters Score -2526538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2526552.500000 Penalty: 4838.790527
	Iteration 75Q: 3 clusters Score -2526552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2526558.750000 Penalty: 4838.790527
	Iteration 76Q: 3 clusters Score -2526559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2526579.750000 Penalty: 4838.790527
	Iteration 77Q: 3 clusters Score -2526580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2526597.500000 Penalty: 4838.790527
	Iteration 78Q: 3 clusters Score -2526598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2526623.500000 Penalty: 4838.790527
	Iteration 79Q: 3 clusters Score -2526624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2526652.250000 Penalty: 4838.790527
	Iteration 80F: 3 clusters Score -2526652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2526686.750000 Penalty: 4838.790527
	Iteration 81Q: 3 clusters Score -2526687 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2526740.000000 Penalty: 4838.790527
	Iteration 82Q: 3 clusters Score -2526740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2526791.000000 Penalty: 4838.790527
	Iteration 83Q: 3 clusters Score -2526791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2526839.750000 Penalty: 4838.790527
	Iteration 84Q: 3 clusters Score -2526840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2526881.500000 Penalty: 4838.790527
	Iteration 85Q: 3 clusters Score -2526882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2526925.500000 Penalty: 4838.790527
	Iteration 86Q: 3 clusters Score -2526926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2526950.250000 Penalty: 4838.790527
	Iteration 87Q: 3 clusters Score -2526950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2526966.250000 Penalty: 4838.790527
	Iteration 88Q: 3 clusters Score -2526966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2526962.000000 Penalty: 4838.790527
	Iteration 89Q: 3 clusters Score -2526962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2526962.750000 Penalty: 4838.790527
	Iteration 90Q: 3 clusters Score -2526963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2526969.250000 Penalty: 4838.790527
	Iteration 91Q: 3 clusters Score -2526969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2526970.000000 Penalty: 4838.790527
	Iteration 92Q: 3 clusters Score -2526970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2526971.750000 Penalty: 4838.790527
	Iteration 93Q: 3 clusters Score -2526972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2526972.000000 Penalty: 4838.790527
	Iteration 94Q: 3 clusters Score -2526972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2526977.750000 Penalty: 4838.790527
	Iteration 95Q: 3 clusters Score -2526978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2526981.000000 Penalty: 4838.790527
	Iteration 96Q: 3 clusters Score -2526981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2526985.250000 Penalty: 4838.790527
	Iteration 97Q: 3 clusters Score -2526985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2526985.250000 Penalty: 4838.790527
	Iteration 98Q: 3 clusters Score -2526985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2526990.750000 Penalty: 4838.790527
	Iteration 99Q: 3 clusters Score -2526991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2526996.000000 Penalty: 4838.790527
	Iteration 100F: 3 clusters Score -2526996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2526996.000000 Penalty: 4838.790527
	Iteration 101Q: 3 clusters Score -2526996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2526997.500000 Penalty: 4838.790527
	Iteration 102Q: 3 clusters Score -2526998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2527003.000000 Penalty: 4838.790527
	Iteration 103Q: 3 clusters Score -2527003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2527003.500000 Penalty: 4838.790527
	Iteration 104Q: 3 clusters Score -2527004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2526999.500000 Penalty: 4838.790527
	Iteration 105Q: 3 clusters Score -2527000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2526999.500000 Penalty: 4838.790527
	Iteration 106F: 3 clusters Score -2527000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33026.609375 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33026.61 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 134 members 
Entering Unmasked Estep 
Score: -31932.658203 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -31932.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32253.703125 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32253.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32401.935547 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32401.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32593.615234 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32593.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32651.707031 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32651.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32670.117188 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32670.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32670.117188 Penalty: 2812.260986
	Iteration 6F: 3 clusters Score -32670.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -1213020.500000 Penalty: 2236.756836
	Iteration 0F: 2 clusters Score -1213020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1206472.125000 Penalty: 4473.513672
	Iteration 0F: 3 clusters Score -1206472 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1208431.625000 Penalty: 4473.513672
	Iteration 1F: 3 clusters Score -1208432 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1208871.000000 Penalty: 4473.513672
	Iteration 2F: 3 clusters Score -1208871 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1209284.750000 Penalty: 4473.513672
	Iteration 3F: 3 clusters Score -1209285 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1209732.250000 Penalty: 4473.513672
	Iteration 4F: 3 clusters Score -1209732 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1210161.000000 Penalty: 4473.513672
	Iteration 5F: 3 clusters Score -1210161 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1210549.500000 Penalty: 4473.513672
	Iteration 6F: 3 clusters Score -1210550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1210900.125000 Penalty: 4473.513672
	Iteration 7Q: 3 clusters Score -1210900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1211174.375000 Penalty: 4473.513672
	Iteration 8Q: 3 clusters Score -1211174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1211333.250000 Penalty: 4473.513672
	Iteration 9Q: 3 clusters Score -1211333 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1211448.375000 Penalty: 4473.513672
	Iteration 10Q: 3 clusters Score -1211448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1211534.500000 Penalty: 4473.513672
	Iteration 11Q: 3 clusters Score -1211534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1211584.250000 Penalty: 4473.513672
	Iteration 12Q: 3 clusters Score -1211584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1211620.500000 Penalty: 4473.513672
	Iteration 13Q: 3 clusters Score -1211620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1211637.250000 Penalty: 4473.513672
	Iteration 14Q: 3 clusters Score -1211637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1211646.250000 Penalty: 4473.513672
	Iteration 15Q: 3 clusters Score -1211646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1211654.375000 Penalty: 4473.513672
	Iteration 16Q: 3 clusters Score -1211654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1211663.750000 Penalty: 4473.513672
	Iteration 17Q: 3 clusters Score -1211664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1211670.625000 Penalty: 4473.513672
	Iteration 18Q: 3 clusters Score -1211671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1211675.250000 Penalty: 4473.513672
	Iteration 19Q: 3 clusters Score -1211675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1211679.125000 Penalty: 4473.513672
	Iteration 20F: 3 clusters Score -1211679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1211686.750000 Penalty: 4473.513672
	Iteration 21Q: 3 clusters Score -1211687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1211691.500000 Penalty: 4473.513672
	Iteration 22Q: 3 clusters Score -1211692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1211697.250000 Penalty: 4473.513672
	Iteration 23Q: 3 clusters Score -1211697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1211698.750000 Penalty: 4473.513672
	Iteration 24Q: 3 clusters Score -1211699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1211702.250000 Penalty: 4473.513672
	Iteration 25Q: 3 clusters Score -1211702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1211709.625000 Penalty: 4473.513672
	Iteration 26Q: 3 clusters Score -1211710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1211709.125000 Penalty: 4473.513672
	Iteration 27Q: 3 clusters Score -1211709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1211714.875000 Penalty: 4473.513672
	Iteration 28Q: 3 clusters Score -1211715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1211716.250000 Penalty: 4473.513672
	Iteration 29Q: 3 clusters Score -1211716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1211715.125000 Penalty: 4473.513672
	Iteration 30Q: 3 clusters Score -1211715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1211717.750000 Penalty: 4473.513672
	Iteration 31Q: 3 clusters Score -1211718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1211717.750000 Penalty: 4473.513672
	Iteration 32F: 3 clusters Score -1211718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -5072257.500000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -5072258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -5050081.500000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -5050082 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5058475.000000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -5058475 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5059093.000000 Penalty: 5152.376953
	Iteration 2F: 3 clusters Score -5059093 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5059689.000000 Penalty: 5152.376953
	Iteration 3Q: 3 clusters Score -5059689 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -5060244.000000 Penalty: 5152.376953
	Iteration 4Q: 3 clusters Score -5060244 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5060805.500000 Penalty: 5152.376953
	Iteration 5Q: 3 clusters Score -5060806 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5061407.500000 Penalty: 5152.376953
	Iteration 6Q: 3 clusters Score -5061408 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5061983.000000 Penalty: 5152.376953
	Iteration 7Q: 3 clusters Score -5061983 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5062515.000000 Penalty: 5152.376953
	Iteration 8Q: 3 clusters Score -5062515 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5062961.500000 Penalty: 5152.376953
	Iteration 9Q: 3 clusters Score -5062962 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5063393.000000 Penalty: 5152.376953
	Iteration 10Q: 3 clusters Score -5063393 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5063733.500000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -5063734 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5064032.500000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -5064032 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5064264.500000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -5064264 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5064473.500000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -5064474 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5064656.500000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -5064656 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5064869.000000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -5064869 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5065081.500000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -5065082 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5065308.500000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -5065308 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5065586.500000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -5065586 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5065914.000000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -5065914 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5066319.500000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -5066320 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5066811.500000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -5066812 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -5067313.000000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -5067313 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5067901.000000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -5067901 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5068374.000000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -5068374 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -5068859.500000 Penalty: 5152.376953
	Iteration 26Q: 3 clusters Score -5068860 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -5069231.500000 Penalty: 5152.376953
	Iteration 27Q: 3 clusters Score -5069232 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5069483.000000 Penalty: 5152.376953
	Iteration 28Q: 3 clusters Score -5069483 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -5069637.000000 Penalty: 5152.376953
	Iteration 29Q: 3 clusters Score -5069637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -5069735.000000 Penalty: 5152.376953
	Iteration 30Q: 3 clusters Score -5069735 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5069813.500000 Penalty: 5152.376953
	Iteration 31Q: 3 clusters Score -5069814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5069857.500000 Penalty: 5152.376953
	Iteration 32Q: 3 clusters Score -5069858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -5069904.000000 Penalty: 5152.376953
	Iteration 33Q: 3 clusters Score -5069904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5069941.500000 Penalty: 5152.376953
	Iteration 34Q: 3 clusters Score -5069942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -5069970.000000 Penalty: 5152.376953
	Iteration 35Q: 3 clusters Score -5069970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5069988.500000 Penalty: 5152.376953
	Iteration 36Q: 3 clusters Score -5069988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -5070002.000000 Penalty: 5152.376953
	Iteration 37Q: 3 clusters Score -5070002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -5070024.000000 Penalty: 5152.376953
	Iteration 38Q: 3 clusters Score -5070024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -5070038.000000 Penalty: 5152.376953
	Iteration 39Q: 3 clusters Score -5070038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5070056.000000 Penalty: 5152.376953
	Iteration 40F: 3 clusters Score -5070056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5070063.000000 Penalty: 5152.376953
	Iteration 41Q: 3 clusters Score -5070063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -5070068.500000 Penalty: 5152.376953
	Iteration 42Q: 3 clusters Score -5070068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5070062.500000 Penalty: 5152.376953
	Iteration 43Q: 3 clusters Score -5070062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5070072.500000 Penalty: 5152.376953
	Iteration 44Q: 3 clusters Score -5070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5070072.500000 Penalty: 5152.376953
	Iteration 45Q: 3 clusters Score -5070072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5070080.000000 Penalty: 5152.376953
	Iteration 46Q: 3 clusters Score -5070080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -5070086.500000 Penalty: 5152.376953
	Iteration 47Q: 3 clusters Score -5070086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -5070090.000000 Penalty: 5152.376953
	Iteration 48Q: 3 clusters Score -5070090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -5070090.000000 Penalty: 5152.376953
	Iteration 49F: 3 clusters Score -5070090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Entering Unmasked Estep 
Score: -10009233.000000 Penalty: 2742.010498
	Iteration 0F: 2 clusters Score -1.000923e+07 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 31741 members 
Entering Unmasked Estep 
Score: -9967336.000000 Penalty: 5484.020996
	Iteration 0F: 3 clusters Score -9967336 nChanged 29472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -9983671.000000 Penalty: 5484.020996
	Iteration 1F: 3 clusters Score -9983671 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -9984240.000000 Penalty: 5484.020996
	Iteration 2Q: 3 clusters Score -9984240 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -9984952.000000 Penalty: 5484.020996
	Iteration 3Q: 3 clusters Score -9984952 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -9985600.000000 Penalty: 5484.020996
	Iteration 4Q: 3 clusters Score -9985600 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -9986347.000000 Penalty: 5484.020996
	Iteration 5Q: 3 clusters Score -9986347 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -9987033.000000 Penalty: 5484.020996
	Iteration 6Q: 3 clusters Score -9987033 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9987806.000000 Penalty: 5484.020996
	Iteration 7Q: 3 clusters Score -9987806 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -9988726.000000 Penalty: 5484.020996
	Iteration 8Q: 3 clusters Score -9988726 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -9989830.000000 Penalty: 5484.020996
	Iteration 9Q: 3 clusters Score -9989830 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -9991213.000000 Penalty: 5484.020996
	Iteration 10Q: 3 clusters Score -9991213 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -9992807.000000 Penalty: 5484.020996
	Iteration 11Q: 3 clusters Score -9992807 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -9994644.000000 Penalty: 5484.020996
	Iteration 12Q: 3 clusters Score -9994644 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -9996634.000000 Penalty: 5484.020996
	Iteration 13F: 3 clusters Score -9996634 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -9998637.000000 Penalty: 5484.020996
	Iteration 14Q: 3 clusters Score -9998637 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -10000506.000000 Penalty: 5484.020996
	Iteration 15Q: 3 clusters Score -1.000051e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -10002292.000000 Penalty: 5484.020996
	Iteration 16Q: 3 clusters Score -1.000229e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -10003782.000000 Penalty: 5484.020996
	Iteration 17Q: 3 clusters Score -1.000378e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -10004869.000000 Penalty: 5484.020996
	Iteration 18Q: 3 clusters Score -1.000487e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -10005600.000000 Penalty: 5484.020996
	Iteration 19Q: 3 clusters Score -1.00056e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -10006079.000000 Penalty: 5484.020996
	Iteration 20F: 3 clusters Score -1.000608e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -10006418.000000 Penalty: 5484.020996
	Iteration 21Q: 3 clusters Score -1.000642e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -10006608.000000 Penalty: 5484.020996
	Iteration 22Q: 3 clusters Score -1.000661e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -10006743.000000 Penalty: 5484.020996
	Iteration 23Q: 3 clusters Score -1.000674e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -10006821.000000 Penalty: 5484.020996
	Iteration 24Q: 3 clusters Score -1.000682e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -10006873.000000 Penalty: 5484.020996
	Iteration 25Q: 3 clusters Score -1.000687e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -10006904.000000 Penalty: 5484.020996
	Iteration 26Q: 3 clusters Score -1.00069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -10006962.000000 Penalty: 5484.020996
	Iteration 27Q: 3 clusters Score -1.000696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -10006984.000000 Penalty: 5484.020996
	Iteration 28Q: 3 clusters Score -1.000698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -10006998.000000 Penalty: 5484.020996
	Iteration 29Q: 3 clusters Score -1.0007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -10006993.000000 Penalty: 5484.020996
	Iteration 30Q: 3 clusters Score -1.000699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -10007001.000000 Penalty: 5484.020996
	Iteration 31Q: 3 clusters Score -1.0007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -10007004.000000 Penalty: 5484.020996
	Iteration 32Q: 3 clusters Score -1.0007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -10007009.000000 Penalty: 5484.020996
	Iteration 33Q: 3 clusters Score -1.000701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -10007012.000000 Penalty: 5484.020996
	Iteration 34Q: 3 clusters Score -1.000701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -10007023.000000 Penalty: 5484.020996
	Iteration 35Q: 3 clusters Score -1.000702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -10007029.000000 Penalty: 5484.020996
	Iteration 36Q: 3 clusters Score -1.000703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -10007028.000000 Penalty: 5484.020996
	Iteration 37Q: 3 clusters Score -1.000703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -10007029.000000 Penalty: 5484.020996
	Iteration 38Q: 3 clusters Score -1.000703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -10007023.000000 Penalty: 5484.020996
	Iteration 39Q: 3 clusters Score -1.000702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -10007022.000000 Penalty: 5484.020996
	Iteration 40F: 3 clusters Score -1.000702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -10007025.000000 Penalty: 5484.020996
	Iteration 41Q: 3 clusters Score -1.000702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -10007030.000000 Penalty: 5484.020996
	Iteration 42Q: 3 clusters Score -1.000703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -10007037.000000 Penalty: 5484.020996
	Iteration 43Q: 3 clusters Score -1.000704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -10007034.000000 Penalty: 5484.020996
	Iteration 44Q: 3 clusters Score -1.000703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -10007038.000000 Penalty: 5484.020996
	Iteration 45Q: 3 clusters Score -1.000704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -10007039.000000 Penalty: 5484.020996
	Iteration 46Q: 3 clusters Score -1.000704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -10007040.000000 Penalty: 5484.020996
	Iteration 47Q: 3 clusters Score -1.000704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -10007039.000000 Penalty: 5484.020996
	Iteration 48Q: 3 clusters Score -1.000704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -10007037.000000 Penalty: 5484.020996
	Iteration 49Q: 3 clusters Score -1.000704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -10007037.000000 Penalty: 5484.020996
	Iteration 50F: 3 clusters Score -1.000704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Entering Unmasked Estep 
Score: -2678454.250000 Penalty: 2429.148926
	Iteration 0F: 2 clusters Score -2678454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2665623.500000 Penalty: 4858.297852
	Iteration 0F: 3 clusters Score -2665624 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2669865.250000 Penalty: 4858.297852
	Iteration 1F: 3 clusters Score -2669865 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2670328.250000 Penalty: 4858.297852
	Iteration 2F: 3 clusters Score -2670328 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2670776.250000 Penalty: 4858.297852
	Iteration 3F: 3 clusters Score -2670776 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2671290.000000 Penalty: 4858.297852
	Iteration 4F: 3 clusters Score -2671290 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2671838.750000 Penalty: 4858.297852
	Iteration 5F: 3 clusters Score -2671839 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2672461.500000 Penalty: 4858.297852
	Iteration 6F: 3 clusters Score -2672462 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2673163.750000 Penalty: 4858.297852
	Iteration 7F: 3 clusters Score -2673164 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2673887.750000 Penalty: 4858.297852
	Iteration 8F: 3 clusters Score -2673888 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2674509.500000 Penalty: 4858.297852
	Iteration 9Q: 3 clusters Score -2674510 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2675053.000000 Penalty: 4858.297852
	Iteration 10Q: 3 clusters Score -2675053 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2675505.750000 Penalty: 4858.297852
	Iteration 11Q: 3 clusters Score -2675506 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2675838.000000 Penalty: 4858.297852
	Iteration 12Q: 3 clusters Score -2675838 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2676107.250000 Penalty: 4858.297852
	Iteration 13Q: 3 clusters Score -2676107 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2676309.750000 Penalty: 4858.297852
	Iteration 14Q: 3 clusters Score -2676310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2676451.750000 Penalty: 4858.297852
	Iteration 15Q: 3 clusters Score -2676452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2676536.500000 Penalty: 4858.297852
	Iteration 16Q: 3 clusters Score -2676536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2676583.750000 Penalty: 4858.297852
	Iteration 17Q: 3 clusters Score -2676584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2676608.000000 Penalty: 4858.297852
	Iteration 18Q: 3 clusters Score -2676608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2676631.000000 Penalty: 4858.297852
	Iteration 19Q: 3 clusters Score -2676631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2676667.500000 Penalty: 4858.297852
	Iteration 20F: 3 clusters Score -2676668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2676691.000000 Penalty: 4858.297852
	Iteration 21Q: 3 clusters Score -2676691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2676714.750000 Penalty: 4858.297852
	Iteration 22Q: 3 clusters Score -2676715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2676725.750000 Penalty: 4858.297852
	Iteration 23Q: 3 clusters Score -2676726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2676742.250000 Penalty: 4858.297852
	Iteration 24Q: 3 clusters Score -2676742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2676746.500000 Penalty: 4858.297852
	Iteration 25Q: 3 clusters Score -2676746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2676758.500000 Penalty: 4858.297852
	Iteration 26Q: 3 clusters Score -2676758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2676769.750000 Penalty: 4858.297852
	Iteration 27Q: 3 clusters Score -2676770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2676770.500000 Penalty: 4858.297852
	Iteration 28Q: 3 clusters Score -2676770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2676769.750000 Penalty: 4858.297852
	Iteration 29Q: 3 clusters Score -2676770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2676772.750000 Penalty: 4858.297852
	Iteration 30Q: 3 clusters Score -2676773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2676779.500000 Penalty: 4858.297852
	Iteration 31Q: 3 clusters Score -2676780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2676783.750000 Penalty: 4858.297852
	Iteration 32Q: 3 clusters Score -2676784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2676788.750000 Penalty: 4858.297852
	Iteration 33Q: 3 clusters Score -2676789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2676797.500000 Penalty: 4858.297852
	Iteration 34Q: 3 clusters Score -2676798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2676802.000000 Penalty: 4858.297852
	Iteration 35Q: 3 clusters Score -2676802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2676803.000000 Penalty: 4858.297852
	Iteration 36Q: 3 clusters Score -2676803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2676806.000000 Penalty: 4858.297852
	Iteration 37Q: 3 clusters Score -2676806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2676802.750000 Penalty: 4858.297852
	Iteration 38Q: 3 clusters Score -2676803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2676812.750000 Penalty: 4858.297852
	Iteration 39Q: 3 clusters Score -2676813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2676810.000000 Penalty: 4858.297852
	Iteration 40F: 3 clusters Score -2676810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2676814.250000 Penalty: 4858.297852
	Iteration 41Q: 3 clusters Score -2676814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2676816.000000 Penalty: 4858.297852
	Iteration 42Q: 3 clusters Score -2676816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2676816.000000 Penalty: 4858.297852
	Iteration 43Q: 3 clusters Score -2676816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2676816.000000 Penalty: 4858.297852
	Iteration 44Q: 3 clusters Score -2676816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2676816.750000 Penalty: 4858.297852
	Iteration 45Q: 3 clusters Score -2676817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2676816.000000 Penalty: 4858.297852
	Iteration 46Q: 3 clusters Score -2676816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2676818.000000 Penalty: 4858.297852
	Iteration 47Q: 3 clusters Score -2676818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2676818.000000 Penalty: 4858.297852
	Iteration 48Q: 3 clusters Score -2676818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2676815.500000 Penalty: 4858.297852
	Iteration 49Q: 3 clusters Score -2676816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2676817.250000 Penalty: 4858.297852
	Iteration 50Q: 3 clusters Score -2676817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2676821.500000 Penalty: 4858.297852
	Iteration 51Q: 3 clusters Score -2676822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2676820.500000 Penalty: 4858.297852
	Iteration 52Q: 3 clusters Score -2676820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2676822.750000 Penalty: 4858.297852
	Iteration 53Q: 3 clusters Score -2676823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2676822.750000 Penalty: 4858.297852
	Iteration 54F: 3 clusters Score -2676823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36432.898438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36432.9 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 138 members 
Entering Unmasked Estep 
Score: -35219.625000 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35219.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35350.332031 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35350.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35366.312500 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -35366.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35380.015625 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35380.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35382.742188 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -35382.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35382.742188 Penalty: 2789.512695
	Iteration 5F: 3 clusters Score -35382.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Entering Unmasked Estep 
Score: -6470507.000000 Penalty: 2638.584717
	Iteration 0F: 2 clusters Score -6470507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6442262.500000 Penalty: 5277.169434
	Iteration 0F: 3 clusters Score -6442262 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -6453093.000000 Penalty: 5277.169434
	Iteration 1F: 3 clusters Score -6453093 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -6454070.000000 Penalty: 5277.169434
	Iteration 2F: 3 clusters Score -6454070 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -6455205.000000 Penalty: 5277.169434
	Iteration 3F: 3 clusters Score -6455205 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -6456319.500000 Penalty: 5277.169434
	Iteration 4F: 3 clusters Score -6456320 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -6457335.000000 Penalty: 5277.169434
	Iteration 5Q: 3 clusters Score -6457335 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6458255.000000 Penalty: 5277.169434
	Iteration 6Q: 3 clusters Score -6458255 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -6458983.000000 Penalty: 5277.169434
	Iteration 7Q: 3 clusters Score -6458983 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6459599.000000 Penalty: 5277.169434
	Iteration 8Q: 3 clusters Score -6459599 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -6460163.000000 Penalty: 5277.169434
	Iteration 9Q: 3 clusters Score -6460163 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -6460613.500000 Penalty: 5277.169434
	Iteration 10Q: 3 clusters Score -6460614 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -6461023.500000 Penalty: 5277.169434
	Iteration 11Q: 3 clusters Score -6461024 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -6461433.000000 Penalty: 5277.169434
	Iteration 12Q: 3 clusters Score -6461433 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -6461792.000000 Penalty: 5277.169434
	Iteration 13Q: 3 clusters Score -6461792 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -6462188.500000 Penalty: 5277.169434
	Iteration 14Q: 3 clusters Score -6462188 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6462547.000000 Penalty: 5277.169434
	Iteration 15Q: 3 clusters Score -6462547 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -6462889.000000 Penalty: 5277.169434
	Iteration 16Q: 3 clusters Score -6462889 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6463244.000000 Penalty: 5277.169434
	Iteration 17Q: 3 clusters Score -6463244 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -6463590.500000 Penalty: 5277.169434
	Iteration 18Q: 3 clusters Score -6463590 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6463917.500000 Penalty: 5277.169434
	Iteration 19Q: 3 clusters Score -6463918 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6464222.500000 Penalty: 5277.169434
	Iteration 20F: 3 clusters Score -6464222 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -6464548.500000 Penalty: 5277.169434
	Iteration 21Q: 3 clusters Score -6464548 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -6464933.000000 Penalty: 5277.169434
	Iteration 22Q: 3 clusters Score -6464933 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -6465248.000000 Penalty: 5277.169434
	Iteration 23Q: 3 clusters Score -6465248 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6465604.000000 Penalty: 5277.169434
	Iteration 24Q: 3 clusters Score -6465604 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6465925.000000 Penalty: 5277.169434
	Iteration 25Q: 3 clusters Score -6465925 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6466259.000000 Penalty: 5277.169434
	Iteration 26Q: 3 clusters Score -6466259 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6466571.500000 Penalty: 5277.169434
	Iteration 27Q: 3 clusters Score -6466572 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6466869.000000 Penalty: 5277.169434
	Iteration 28Q: 3 clusters Score -6466869 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6467130.500000 Penalty: 5277.169434
	Iteration 29Q: 3 clusters Score -6467130 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6467349.500000 Penalty: 5277.169434
	Iteration 30Q: 3 clusters Score -6467350 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6467502.500000 Penalty: 5277.169434
	Iteration 31Q: 3 clusters Score -6467502 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6467634.500000 Penalty: 5277.169434
	Iteration 32Q: 3 clusters Score -6467634 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6467753.000000 Penalty: 5277.169434
	Iteration 33Q: 3 clusters Score -6467753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6467839.500000 Penalty: 5277.169434
	Iteration 34Q: 3 clusters Score -6467840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6467892.000000 Penalty: 5277.169434
	Iteration 35Q: 3 clusters Score -6467892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6467925.500000 Penalty: 5277.169434
	Iteration 36Q: 3 clusters Score -6467926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6467963.000000 Penalty: 5277.169434
	Iteration 37Q: 3 clusters Score -6467963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6467989.500000 Penalty: 5277.169434
	Iteration 38Q: 3 clusters Score -6467990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6468028.000000 Penalty: 5277.169434
	Iteration 39Q: 3 clusters Score -6468028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6468033.000000 Penalty: 5277.169434
	Iteration 40F: 3 clusters Score -6468033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6468057.000000 Penalty: 5277.169434
	Iteration 41Q: 3 clusters Score -6468057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6468067.500000 Penalty: 5277.169434
	Iteration 42Q: 3 clusters Score -6468068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6468086.000000 Penalty: 5277.169434
	Iteration 43Q: 3 clusters Score -6468086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6468084.500000 Penalty: 5277.169434
	Iteration 44Q: 3 clusters Score -6468084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6468117.500000 Penalty: 5277.169434
	Iteration 45Q: 3 clusters Score -6468118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6468137.500000 Penalty: 5277.169434
	Iteration 46Q: 3 clusters Score -6468138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6468146.000000 Penalty: 5277.169434
	Iteration 47Q: 3 clusters Score -6468146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6468156.000000 Penalty: 5277.169434
	Iteration 48Q: 3 clusters Score -6468156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6468170.500000 Penalty: 5277.169434
	Iteration 49Q: 3 clusters Score -6468170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6468177.500000 Penalty: 5277.169434
	Iteration 50Q: 3 clusters Score -6468178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6468177.500000 Penalty: 5277.169434
	Iteration 51Q: 3 clusters Score -6468178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6468199.500000 Penalty: 5277.169434
	Iteration 52Q: 3 clusters Score -6468200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6468202.000000 Penalty: 5277.169434
	Iteration 53Q: 3 clusters Score -6468202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6468193.000000 Penalty: 5277.169434
	Iteration 54Q: 3 clusters Score -6468193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6468198.000000 Penalty: 5277.169434
	Iteration 55Q: 3 clusters Score -6468198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6468202.000000 Penalty: 5277.169434
	Iteration 56Q: 3 clusters Score -6468202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6468196.000000 Penalty: 5277.169434
	Iteration 57Q: 3 clusters Score -6468196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6468200.000000 Penalty: 5277.169434
	Iteration 58Q: 3 clusters Score -6468200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6468205.500000 Penalty: 5277.169434
	Iteration 59Q: 3 clusters Score -6468206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6468209.000000 Penalty: 5277.169434
	Iteration 60F: 3 clusters Score -6468209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6468208.500000 Penalty: 5277.169434
	Iteration 61Q: 3 clusters Score -6468208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6468202.500000 Penalty: 5277.169434
	Iteration 62Q: 3 clusters Score -6468202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6468202.500000 Penalty: 5277.169434
	Iteration 63Q: 3 clusters Score -6468202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6468204.500000 Penalty: 5277.169434
	Iteration 64Q: 3 clusters Score -6468204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6468206.500000 Penalty: 5277.169434
	Iteration 65Q: 3 clusters Score -6468206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6468211.000000 Penalty: 5277.169434
	Iteration 66Q: 3 clusters Score -6468211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6468211.500000 Penalty: 5277.169434
	Iteration 67Q: 3 clusters Score -6468212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6468213.000000 Penalty: 5277.169434
	Iteration 68Q: 3 clusters Score -6468213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6468212.000000 Penalty: 5277.169434
	Iteration 69Q: 3 clusters Score -6468212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6468210.500000 Penalty: 5277.169434
	Iteration 70Q: 3 clusters Score -6468210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6468212.500000 Penalty: 5277.169434
	Iteration 71Q: 3 clusters Score -6468212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6468222.000000 Penalty: 5277.169434
	Iteration 72Q: 3 clusters Score -6468222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6468221.500000 Penalty: 5277.169434
	Iteration 73Q: 3 clusters Score -6468222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6468221.000000 Penalty: 5277.169434
	Iteration 74Q: 3 clusters Score -6468221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6468218.500000 Penalty: 5277.169434
	Iteration 75Q: 3 clusters Score -6468218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6468219.500000 Penalty: 5277.169434
	Iteration 76Q: 3 clusters Score -6468220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6468219.000000 Penalty: 5277.169434
	Iteration 77Q: 3 clusters Score -6468219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6468219.000000 Penalty: 5277.169434
	Iteration 78F: 3 clusters Score -6468219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -217303.156250 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -217303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215039.578125 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -215039.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -215419.937500 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -215419.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215546.359375 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -215546.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215620.421875 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -215620.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -215668.562500 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -215668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -215688.078125 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -215688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215702.140625 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -215702.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215714.531250 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -215714.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215727.000000 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -215727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -215737.781250 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -215737.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215754.328125 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -215754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215766.015625 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -215766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -215780.921875 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -215780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -215796.421875 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -215796.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215814.609375 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -215814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -215828.859375 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -215828.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -215852.375000 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -215852.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -215870.921875 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -215870.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -215896.640625 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -215896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -215906.265625 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -215906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -215914.718750 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -215914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -215924.734375 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -215924.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -215931.562500 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -215931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -215946.546875 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -215946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -215957.500000 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -215957.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215967.828125 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -215967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -215975.046875 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -215975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -215982.187500 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -215982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -215986.375000 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -215986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -215989.437500 Penalty: 3613.951172
	Iteration 29Q: 3 clusters Score -215989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -215991.906250 Penalty: 3613.951172
	Iteration 30Q: 3 clusters Score -215991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -215995.609375 Penalty: 3613.951172
	Iteration 31Q: 3 clusters Score -215995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -216000.343750 Penalty: 3613.951172
	Iteration 32Q: 3 clusters Score -216000.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -216005.484375 Penalty: 3613.951172
	Iteration 33Q: 3 clusters Score -216005.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -216014.171875 Penalty: 3613.951172
	Iteration 34Q: 3 clusters Score -216014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -216019.671875 Penalty: 3613.951172
	Iteration 35Q: 3 clusters Score -216019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -216027.921875 Penalty: 3613.951172
	Iteration 36Q: 3 clusters Score -216027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -216035.343750 Penalty: 3613.951172
	Iteration 37Q: 3 clusters Score -216035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -216040.671875 Penalty: 3613.951172
	Iteration 38Q: 3 clusters Score -216040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -216043.484375 Penalty: 3613.951172
	Iteration 39Q: 3 clusters Score -216043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216045.203125 Penalty: 3613.951172
	Iteration 40F: 3 clusters Score -216045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -216050.703125 Penalty: 3613.951172
	Iteration 41Q: 3 clusters Score -216050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216057.859375 Penalty: 3613.951172
	Iteration 42Q: 3 clusters Score -216057.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -216060.765625 Penalty: 3613.951172
	Iteration 43Q: 3 clusters Score -216060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -216064.593750 Penalty: 3613.951172
	Iteration 44Q: 3 clusters Score -216064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -216067.250000 Penalty: 3613.951172
	Iteration 45Q: 3 clusters Score -216067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -216076.781250 Penalty: 3613.951172
	Iteration 46Q: 3 clusters Score -216076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -216084.593750 Penalty: 3613.951172
	Iteration 47Q: 3 clusters Score -216084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -216088.359375 Penalty: 3613.951172
	Iteration 48Q: 3 clusters Score -216088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -216090.593750 Penalty: 3613.951172
	Iteration 49Q: 3 clusters Score -216090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -216092.109375 Penalty: 3613.951172
	Iteration 50Q: 3 clusters Score -216092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -216092.109375 Penalty: 3613.951172
	Iteration 51F: 3 clusters Score -216092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Entering Unmasked Estep 
Score: -1951991.250000 Penalty: 2348.409180
	Iteration 0F: 2 clusters Score -1951991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1942518.625000 Penalty: 4696.818359
	Iteration 0F: 3 clusters Score -1942519 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1945434.625000 Penalty: 4696.818359
	Iteration 1F: 3 clusters Score -1945435 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1945928.750000 Penalty: 4696.818359
	Iteration 2F: 3 clusters Score -1945929 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1946476.750000 Penalty: 4696.818359
	Iteration 3F: 3 clusters Score -1946477 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1947036.125000 Penalty: 4696.818359
	Iteration 4F: 3 clusters Score -1947036 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1947670.500000 Penalty: 4696.818359
	Iteration 5F: 3 clusters Score -1947670 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1948366.125000 Penalty: 4696.818359
	Iteration 6F: 3 clusters Score -1948366 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1949017.750000 Penalty: 4696.818359
	Iteration 7F: 3 clusters Score -1949018 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1949574.000000 Penalty: 4696.818359
	Iteration 8F: 3 clusters Score -1949574 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1950019.500000 Penalty: 4696.818359
	Iteration 9Q: 3 clusters Score -1950020 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1950326.125000 Penalty: 4696.818359
	Iteration 10Q: 3 clusters Score -1950326 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1950580.500000 Penalty: 4696.818359
	Iteration 11Q: 3 clusters Score -1950580 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1950787.750000 Penalty: 4696.818359
	Iteration 12Q: 3 clusters Score -1950788 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1950955.375000 Penalty: 4696.818359
	Iteration 13Q: 3 clusters Score -1950955 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1951044.125000 Penalty: 4696.818359
	Iteration 14Q: 3 clusters Score -1951044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1951100.000000 Penalty: 4696.818359
	Iteration 15Q: 3 clusters Score -1951100 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1951141.250000 Penalty: 4696.818359
	Iteration 16Q: 3 clusters Score -1951141 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1951171.375000 Penalty: 4696.818359
	Iteration 17Q: 3 clusters Score -1951171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1951190.875000 Penalty: 4696.818359
	Iteration 18Q: 3 clusters Score -1951191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1951200.875000 Penalty: 4696.818359
	Iteration 19Q: 3 clusters Score -1951201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1951213.625000 Penalty: 4696.818359
	Iteration 20F: 3 clusters Score -1951214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1951217.250000 Penalty: 4696.818359
	Iteration 21Q: 3 clusters Score -1951217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1951220.875000 Penalty: 4696.818359
	Iteration 22Q: 3 clusters Score -1951221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1951221.750000 Penalty: 4696.818359
	Iteration 23Q: 3 clusters Score -1951222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1951225.750000 Penalty: 4696.818359
	Iteration 24Q: 3 clusters Score -1951226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1951224.875000 Penalty: 4696.818359
	Iteration 25Q: 3 clusters Score -1951225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1951226.375000 Penalty: 4696.818359
	Iteration 26Q: 3 clusters Score -1951226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1951228.875000 Penalty: 4696.818359
	Iteration 27Q: 3 clusters Score -1951229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1951230.500000 Penalty: 4696.818359
	Iteration 28Q: 3 clusters Score -1951230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1951230.500000 Penalty: 4696.818359
	Iteration 29F: 3 clusters Score -1951230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1503008.875000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1503009 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 4943 members 
Entering Unmasked Estep 
Score: -1495385.500000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1495386 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1497803.125000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1497803 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1498363.625000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1498364 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1498928.875000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1498929 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1499498.250000 Penalty: 4566.291016
	Iteration 4F: 3 clusters Score -1499498 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1500028.625000 Penalty: 4566.291016
	Iteration 5F: 3 clusters Score -1500029 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1500539.750000 Penalty: 4566.291016
	Iteration 6F: 3 clusters Score -1500540 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1500913.875000 Penalty: 4566.291016
	Iteration 7F: 3 clusters Score -1500914 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1501181.875000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1501182 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1501363.125000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1501363 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1501504.625000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1501505 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1501611.500000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1501612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1501692.125000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1501692 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1501769.250000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1501769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1501813.000000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1501813 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1501850.125000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1501850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1501887.500000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1501888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1501916.625000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1501917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1501935.000000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1501935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1501950.625000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1501951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1501963.625000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1501964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1501980.875000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1501981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1501989.750000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1501990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1501998.250000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1501998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1502001.375000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1502001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1502007.000000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1502007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1502016.000000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1502016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1502024.000000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1502024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1502026.375000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1502026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1502027.000000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1502027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1502027.625000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1502028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1502029.375000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1502029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1502036.500000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1502036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1502038.000000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1502038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1502040.125000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1502040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1502039.625000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1502040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1502042.000000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1502042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1502046.375000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1502046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1502049.500000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1502050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1502049.500000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1502050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1502049.375000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1502049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1502048.875000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1502049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1502051.375000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1502051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1502051.500000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1502052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1502051.125000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1502051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1502051.875000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1502052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1502058.875000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1502059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1502056.500000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1502056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1502056.625000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1502057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1502059.125000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1502059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1502056.125000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1502056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1502056.875000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1502057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1502054.625000 Penalty: 4566.291016
	Iteration 52Q: 3 clusters Score -1502055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1502054.625000 Penalty: 4566.291016
	Iteration 53F: 3 clusters Score -1502055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1042401.000000 Penalty: 2195.531738
	Iteration 0F: 2 clusters Score -1042401 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 3442 members 
Entering Unmasked Estep 
Score: -1036704.312500 Penalty: 4391.063477
	Iteration 0F: 3 clusters Score -1036704 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1038266.937500 Penalty: 4391.063477
	Iteration 1F: 3 clusters Score -1038267 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1038656.750000 Penalty: 4391.063477
	Iteration 2F: 3 clusters Score -1038657 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1039003.000000 Penalty: 4391.063477
	Iteration 3F: 3 clusters Score -1039003 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1039351.937500 Penalty: 4391.063477
	Iteration 4F: 3 clusters Score -1039352 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1039639.812500 Penalty: 4391.063477
	Iteration 5F: 3 clusters Score -1039640 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1039870.375000 Penalty: 4391.063477
	Iteration 6Q: 3 clusters Score -1039870 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1040037.625000 Penalty: 4391.063477
	Iteration 7Q: 3 clusters Score -1040038 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1040161.812500 Penalty: 4391.063477
	Iteration 8Q: 3 clusters Score -1040162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1040261.437500 Penalty: 4391.063477
	Iteration 9Q: 3 clusters Score -1040261 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1040349.500000 Penalty: 4391.063477
	Iteration 10Q: 3 clusters Score -1040350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1040405.937500 Penalty: 4391.063477
	Iteration 11Q: 3 clusters Score -1040406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1040452.187500 Penalty: 4391.063477
	Iteration 12Q: 3 clusters Score -1040452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1040491.187500 Penalty: 4391.063477
	Iteration 13Q: 3 clusters Score -1040491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1040518.562500 Penalty: 4391.063477
	Iteration 14Q: 3 clusters Score -1040519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1040535.625000 Penalty: 4391.063477
	Iteration 15Q: 3 clusters Score -1040536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1040552.812500 Penalty: 4391.063477
	Iteration 16Q: 3 clusters Score -1040553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1040568.500000 Penalty: 4391.063477
	Iteration 17Q: 3 clusters Score -1040568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1040585.437500 Penalty: 4391.063477
	Iteration 18Q: 3 clusters Score -1040585 nChanged 50
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: -1040599.437500 Penalty: 4391.063477
	Iteration 19Q: 3 clusters Score -1040599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1040615.062500 Penalty: 4391.063477
	Iteration 20F: 3 clusters Score -1040615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1040627.250000 Penalty: 4391.063477
	Iteration 21Q: 3 clusters Score -1040627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1040640.562500 Penalty: 4391.063477
	Iteration 22Q: 3 clusters Score -1040641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1040652.500000 Penalty: 4391.063477
	Iteration 23Q: 3 clusters Score -1040652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1040664.125000 Penalty: 4391.063477
	Iteration 24Q: 3 clusters Score -1040664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1040672.500000 Penalty: 4391.063477
	Iteration 25Q: 3 clusters Score -1040672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1040682.562500 Penalty: 4391.063477
	Iteration 26Q: 3 clusters Score -1040683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1040691.500000 Penalty: 4391.063477
	Iteration 27Q: 3 clusters Score -1040692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1040706.437500 Penalty: 4391.063477
	Iteration 28Q: 3 clusters Score -1040706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1040709.250000 Penalty: 4391.063477
	Iteration 29Q: 3 clusters Score -1040709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1040711.937500 Penalty: 4391.063477
	Iteration 30Q: 3 clusters Score -1040712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1040714.125000 Penalty: 4391.063477
	Iteration 31Q: 3 clusters Score -1040714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1040717.625000 Penalty: 4391.063477
	Iteration 32Q: 3 clusters Score -1040718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1040718.625000 Penalty: 4391.063477
	Iteration 33Q: 3 clusters Score -1040719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1040722.562500 Penalty: 4391.063477
	Iteration 34Q: 3 clusters Score -1040723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1040721.812500 Penalty: 4391.063477
	Iteration 35Q: 3 clusters Score -1040722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1040725.500000 Penalty: 4391.063477
	Iteration 36Q: 3 clusters Score -1040726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1040726.500000 Penalty: 4391.063477
	Iteration 37Q: 3 clusters Score -1040726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1040726.812500 Penalty: 4391.063477
	Iteration 38Q: 3 clusters Score -1040727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1040728.187500 Penalty: 4391.063477
	Iteration 39Q: 3 clusters Score -1040728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1040728.000000 Penalty: 4391.063477
	Iteration 40F: 3 clusters Score -1040728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1040727.812500 Penalty: 4391.063477
	Iteration 41Q: 3 clusters Score -1040728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1040728.750000 Penalty: 4391.063477
	Iteration 42Q: 3 clusters Score -1040729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1040729.625000 Penalty: 4391.063477
	Iteration 43Q: 3 clusters Score -1040730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1040731.187500 Penalty: 4391.063477
	Iteration 44Q: 3 clusters Score -1040731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1040731.187500 Penalty: 4391.063477
	Iteration 45Q: 3 clusters Score -1040731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1040733.187500 Penalty: 4391.063477
	Iteration 46Q: 3 clusters Score -1040733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1040734.187500 Penalty: 4391.063477
	Iteration 47Q: 3 clusters Score -1040734 nChanged 5
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: -1040736.312500 Penalty: 4391.063477
	Iteration 48Q: 3 clusters Score -1040736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1040736.000000 Penalty: 4391.063477
	Iteration 49Q: 3 clusters Score -1040736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1040736.312500 Penalty: 4391.063477
	Iteration 50Q: 3 clusters Score -1040736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1040737.125000 Penalty: 4391.063477
	Iteration 51Q: 3 clusters Score -1040737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1040736.937500 Penalty: 4391.063477
	Iteration 52Q: 3 clusters Score -1040737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1040737.625000 Penalty: 4391.063477
	Iteration 53Q: 3 clusters Score -1040738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1040737.625000 Penalty: 4391.063477
	Iteration 54F: 3 clusters Score -1040738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Entering Unmasked Estep 
Score: -1512055.125000 Penalty: 2285.549561
	Iteration 0F: 2 clusters Score -1512055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1504331.500000 Penalty: 4571.099121
	Iteration 0F: 3 clusters Score -1504332 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1506702.000000 Penalty: 4571.099121
	Iteration 1F: 3 clusters Score -1506702 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1507145.250000 Penalty: 4571.099121
	Iteration 2F: 3 clusters Score -1507145 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1507565.375000 Penalty: 4571.099121
	Iteration 3F: 3 clusters Score -1507565 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1507968.500000 Penalty: 4571.099121
	Iteration 4F: 3 clusters Score -1507968 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1508397.125000 Penalty: 4571.099121
	Iteration 5F: 3 clusters Score -1508397 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1508839.500000 Penalty: 4571.099121
	Iteration 6F: 3 clusters Score -1508840 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1509301.500000 Penalty: 4571.099121
	Iteration 7F: 3 clusters Score -1509302 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1509791.625000 Penalty: 4571.099121
	Iteration 8F: 3 clusters Score -1509792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1510203.500000 Penalty: 4571.099121
	Iteration 9Q: 3 clusters Score -1510204 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1510505.625000 Penalty: 4571.099121
	Iteration 10Q: 3 clusters Score -1510506 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1510695.875000 Penalty: 4571.099121
	Iteration 11Q: 3 clusters Score -1510696 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1510805.375000 Penalty: 4571.099121
	Iteration 12Q: 3 clusters Score -1510805 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1510865.125000 Penalty: 4571.099121
	Iteration 13Q: 3 clusters Score -1510865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1510908.875000 Penalty: 4571.099121
	Iteration 14Q: 3 clusters Score -1510909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1510938.750000 Penalty: 4571.099121
	Iteration 15Q: 3 clusters Score -1510939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1510956.500000 Penalty: 4571.099121
	Iteration 16Q: 3 clusters Score -1510956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1510968.750000 Penalty: 4571.099121
	Iteration 17Q: 3 clusters Score -1510969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1510974.875000 Penalty: 4571.099121
	Iteration 18Q: 3 clusters Score -1510975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1510981.875000 Penalty: 4571.099121
	Iteration 19Q: 3 clusters Score -1510982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1510980.625000 Penalty: 4571.099121
	Iteration 20F: 3 clusters Score -1510981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1510990.500000 Penalty: 4571.099121
	Iteration 21Q: 3 clusters Score -1510990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1510991.000000 Penalty: 4571.099121
	Iteration 22Q: 3 clusters Score -1510991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1510990.625000 Penalty: 4571.099121
	Iteration 23Q: 3 clusters Score -1510991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1510989.375000 Penalty: 4571.099121
	Iteration 24Q: 3 clusters Score -1510989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1510987.125000 Penalty: 4571.099121
	Iteration 25Q: 3 clusters Score -1510987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1510988.250000 Penalty: 4571.099121
	Iteration 26Q: 3 clusters Score -1510988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1510988.500000 Penalty: 4571.099121
	Iteration 27Q: 3 clusters Score -1510988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1510989.875000 Penalty: 4571.099121
	Iteration 28Q: 3 clusters Score -1510990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1510987.000000 Penalty: 4571.099121
	Iteration 29Q: 3 clusters Score -1510987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1510987.000000 Penalty: 4571.099121
	Iteration 30F: 3 clusters Score -1510987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Entering Unmasked Estep 
Score: -9601378.000000 Penalty: 2734.693115
	Iteration 0F: 2 clusters Score -9601378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -9560110.000000 Penalty: 5469.386230
	Iteration 0F: 3 clusters Score -9560110 nChanged 28724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -9576331.000000 Penalty: 5469.386230
	Iteration 1F: 3 clusters Score -9576331 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -9577044.000000 Penalty: 5469.386230
	Iteration 2Q: 3 clusters Score -9577044 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -9577830.000000 Penalty: 5469.386230
	Iteration 3Q: 3 clusters Score -9577830 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -9578724.000000 Penalty: 5469.386230
	Iteration 4Q: 3 clusters Score -9578724 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -9579656.000000 Penalty: 5469.386230
	Iteration 5Q: 3 clusters Score -9579656 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9580894.000000 Penalty: 5469.386230
	Iteration 6Q: 3 clusters Score -9580894 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9582333.000000 Penalty: 5469.386230
	Iteration 7Q: 3 clusters Score -9582333 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -9583992.000000 Penalty: 5469.386230
	Iteration 8F: 3 clusters Score -9583992 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -9585990.000000 Penalty: 5469.386230
	Iteration 9F: 3 clusters Score -9585990 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -9588046.000000 Penalty: 5469.386230
	Iteration 10F: 3 clusters Score -9588046 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -9590035.000000 Penalty: 5469.386230
	Iteration 11F: 3 clusters Score -9590035 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -9591904.000000 Penalty: 5469.386230
	Iteration 12Q: 3 clusters Score -9591904 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -9593648.000000 Penalty: 5469.386230
	Iteration 13Q: 3 clusters Score -9593648 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -9595079.000000 Penalty: 5469.386230
	Iteration 14Q: 3 clusters Score -9595079 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -9596108.000000 Penalty: 5469.386230
	Iteration 15Q: 3 clusters Score -9596108 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9596875.000000 Penalty: 5469.386230
	Iteration 16Q: 3 clusters Score -9596875 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9597435.000000 Penalty: 5469.386230
	Iteration 17Q: 3 clusters Score -9597435 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9597799.000000 Penalty: 5469.386230
	Iteration 18Q: 3 clusters Score -9597799 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9598066.000000 Penalty: 5469.386230
	Iteration 19Q: 3 clusters Score -9598066 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -9598222.000000 Penalty: 5469.386230
	Iteration 20F: 3 clusters Score -9598222 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9598390.000000 Penalty: 5469.386230
	Iteration 21Q: 3 clusters Score -9598390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9598513.000000 Penalty: 5469.386230
	Iteration 22Q: 3 clusters Score -9598513 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9598635.000000 Penalty: 5469.386230
	Iteration 23Q: 3 clusters Score -9598635 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9598712.000000 Penalty: 5469.386230
	Iteration 24Q: 3 clusters Score -9598712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9598772.000000 Penalty: 5469.386230
	Iteration 25Q: 3 clusters Score -9598772 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9598803.000000 Penalty: 5469.386230
	Iteration 26Q: 3 clusters Score -9598803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9598843.000000 Penalty: 5469.386230
	Iteration 27Q: 3 clusters Score -9598843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9598876.000000 Penalty: 5469.386230
	Iteration 28Q: 3 clusters Score -9598876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9598893.000000 Penalty: 5469.386230
	Iteration 29Q: 3 clusters Score -9598893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -9598930.000000 Penalty: 5469.386230
	Iteration 30Q: 3 clusters Score -9598930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9598952.000000 Penalty: 5469.386230
	Iteration 31Q: 3 clusters Score -9598952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9598980.000000 Penalty: 5469.386230
	Iteration 32Q: 3 clusters Score -9598980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9599011.000000 Penalty: 5469.386230
	Iteration 33Q: 3 clusters Score -9599011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9599027.000000 Penalty: 5469.386230
	Iteration 34Q: 3 clusters Score -9599027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9599039.000000 Penalty: 5469.386230
	Iteration 35Q: 3 clusters Score -9599039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9599041.000000 Penalty: 5469.386230
	Iteration 36Q: 3 clusters Score -9599041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9599057.000000 Penalty: 5469.386230
	Iteration 37Q: 3 clusters Score -9599057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9599069.000000 Penalty: 5469.386230
	Iteration 38Q: 3 clusters Score -9599069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9599083.000000 Penalty: 5469.386230
	Iteration 39Q: 3 clusters Score -9599083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9599095.000000 Penalty: 5469.386230
	Iteration 40F: 3 clusters Score -9599095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9599107.000000 Penalty: 5469.386230
	Iteration 41Q: 3 clusters Score -9599107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9599099.000000 Penalty: 5469.386230
	Iteration 42Q: 3 clusters Score -9599099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9599113.000000 Penalty: 5469.386230
	Iteration 43Q: 3 clusters Score -9599113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9599120.000000 Penalty: 5469.386230
	Iteration 44Q: 3 clusters Score -9599120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9599130.000000 Penalty: 5469.386230
	Iteration 45Q: 3 clusters Score -9599130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9599126.000000 Penalty: 5469.386230
	Iteration 46Q: 3 clusters Score -9599126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9599130.000000 Penalty: 5469.386230
	Iteration 47Q: 3 clusters Score -9599130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9599128.000000 Penalty: 5469.386230
	Iteration 48Q: 3 clusters Score -9599128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9599138.000000 Penalty: 5469.386230
	Iteration 49Q: 3 clusters Score -9599138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9599145.000000 Penalty: 5469.386230
	Iteration 50Q: 3 clusters Score -9599145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9599142.000000 Penalty: 5469.386230
	Iteration 51Q: 3 clusters Score -9599142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9599157.000000 Penalty: 5469.386230
	Iteration 52Q: 3 clusters Score -9599157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9599150.000000 Penalty: 5469.386230
	Iteration 53Q: 3 clusters Score -9599150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9599159.000000 Penalty: 5469.386230
	Iteration 54Q: 3 clusters Score -9599159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9599155.000000 Penalty: 5469.386230
	Iteration 55Q: 3 clusters Score -9599155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9599162.000000 Penalty: 5469.386230
	Iteration 56Q: 3 clusters Score -9599162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9599161.000000 Penalty: 5469.386230
	Iteration 57Q: 3 clusters Score -9599161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9599167.000000 Penalty: 5469.386230
	Iteration 58Q: 3 clusters Score -9599167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9599169.000000 Penalty: 5469.386230
	Iteration 59Q: 3 clusters Score -9599169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9599173.000000 Penalty: 5469.386230
	Iteration 60F: 3 clusters Score -9599173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9599171.000000 Penalty: 5469.386230
	Iteration 61Q: 3 clusters Score -9599171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9599169.000000 Penalty: 5469.386230
	Iteration 62Q: 3 clusters Score -9599169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9599167.000000 Penalty: 5469.386230
	Iteration 63Q: 3 clusters Score -9599167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9599173.000000 Penalty: 5469.386230
	Iteration 64Q: 3 clusters Score -9599173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9599169.000000 Penalty: 5469.386230
	Iteration 65Q: 3 clusters Score -9599169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9599167.000000 Penalty: 5469.386230
	Iteration 66Q: 3 clusters Score -9599167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9599171.000000 Penalty: 5469.386230
	Iteration 67Q: 3 clusters Score -9599171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9599165.000000 Penalty: 5469.386230
	Iteration 68Q: 3 clusters Score -9599165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9599175.000000 Penalty: 5469.386230
	Iteration 69Q: 3 clusters Score -9599175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9599168.000000 Penalty: 5469.386230
	Iteration 70Q: 3 clusters Score -9599168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9599178.000000 Penalty: 5469.386230
	Iteration 71Q: 3 clusters Score -9599178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9599174.000000 Penalty: 5469.386230
	Iteration 72Q: 3 clusters Score -9599174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9599184.000000 Penalty: 5469.386230
	Iteration 73Q: 3 clusters Score -9599184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9599184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9599184.000000 Penalty: 5469.386230
	Iteration 75F: 3 clusters Score -9599184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Entering Unmasked Estep 
Score: -4412223.000000 Penalty: 2541.512451
	Iteration 0F: 2 clusters Score -4412223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4392798.000000 Penalty: 5083.024902
	Iteration 0F: 3 clusters Score -4392798 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4399915.000000 Penalty: 5083.024902
	Iteration 1F: 3 clusters Score -4399915 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4400446.000000 Penalty: 5083.024902
	Iteration 2F: 3 clusters Score -4400446 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4400943.500000 Penalty: 5083.024902
	Iteration 3Q: 3 clusters Score -4400944 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -4401449.500000 Penalty: 5083.024902
	Iteration 4Q: 3 clusters Score -4401450 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4402000.000000 Penalty: 5083.024902
	Iteration 5Q: 3 clusters Score -4402000 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4402629.500000 Penalty: 5083.024902
	Iteration 6Q: 3 clusters Score -4402630 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4403376.500000 Penalty: 5083.024902
	Iteration 7Q: 3 clusters Score -4403376 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4404289.500000 Penalty: 5083.024902
	Iteration 8F: 3 clusters Score -4404290 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4405224.500000 Penalty: 5083.024902
	Iteration 9F: 3 clusters Score -4405224 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4406188.000000 Penalty: 5083.024902
	Iteration 10F: 3 clusters Score -4406188 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4406981.500000 Penalty: 5083.024902
	Iteration 11Q: 3 clusters Score -4406982 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4407585.500000 Penalty: 5083.024902
	Iteration 12Q: 3 clusters Score -4407586 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4408099.500000 Penalty: 5083.024902
	Iteration 13Q: 3 clusters Score -4408100 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4408475.000000 Penalty: 5083.024902
	Iteration 14Q: 3 clusters Score -4408475 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4408779.500000 Penalty: 5083.024902
	Iteration 15Q: 3 clusters Score -4408780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4409059.000000 Penalty: 5083.024902
	Iteration 16Q: 3 clusters Score -4409059 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4409303.000000 Penalty: 5083.024902
	Iteration 17Q: 3 clusters Score -4409303 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4409508.000000 Penalty: 5083.024902
	Iteration 18Q: 3 clusters Score -4409508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4409657.500000 Penalty: 5083.024902
	Iteration 19Q: 3 clusters Score -4409658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4409797.500000 Penalty: 5083.024902
	Iteration 20F: 3 clusters Score -4409798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4409905.000000 Penalty: 5083.024902
	Iteration 21Q: 3 clusters Score -4409905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4409986.500000 Penalty: 5083.024902
	Iteration 22Q: 3 clusters Score -4409986 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4410051.500000 Penalty: 5083.024902
	Iteration 23Q: 3 clusters Score -4410052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4410103.500000 Penalty: 5083.024902
	Iteration 24Q: 3 clusters Score -4410104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4410136.000000 Penalty: 5083.024902
	Iteration 25Q: 3 clusters Score -4410136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4410165.500000 Penalty: 5083.024902
	Iteration 26Q: 3 clusters Score -4410166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4410205.000000 Penalty: 5083.024902
	Iteration 27Q: 3 clusters Score -4410205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4410235.500000 Penalty: 5083.024902
	Iteration 28Q: 3 clusters Score -4410236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4410261.500000 Penalty: 5083.024902
	Iteration 29Q: 3 clusters Score -4410262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4410296.000000 Penalty: 5083.024902
	Iteration 30Q: 3 clusters Score -4410296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4410334.000000 Penalty: 5083.024902
	Iteration 31Q: 3 clusters Score -4410334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4410355.000000 Penalty: 5083.024902
	Iteration 32Q: 3 clusters Score -4410355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4410371.000000 Penalty: 5083.024902
	Iteration 33Q: 3 clusters Score -4410371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4410378.000000 Penalty: 5083.024902
	Iteration 34Q: 3 clusters Score -4410378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4410391.500000 Penalty: 5083.024902
	Iteration 35Q: 3 clusters Score -4410392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4410394.500000 Penalty: 5083.024902
	Iteration 36Q: 3 clusters Score -4410394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4410401.500000 Penalty: 5083.024902
	Iteration 37Q: 3 clusters Score -4410402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4410402.500000 Penalty: 5083.024902
	Iteration 38Q: 3 clusters Score -4410402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4410400.000000 Penalty: 5083.024902
	Iteration 39Q: 3 clusters Score -4410400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4410409.000000 Penalty: 5083.024902
	Iteration 40F: 3 clusters Score -4410409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4410408.500000 Penalty: 5083.024902
	Iteration 41Q: 3 clusters Score -4410408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4410413.500000 Penalty: 5083.024902
	Iteration 42Q: 3 clusters Score -4410414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4410413.000000 Penalty: 5083.024902
	Iteration 43Q: 3 clusters Score -4410413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4410413.000000 Penalty: 5083.024902
	Iteration 44F: 3 clusters Score -4410413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -1147442.250000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -1147442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1141150.500000 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -1141150 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1143095.750000 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -1143096 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1143596.750000 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -1143597 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1144061.375000 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -1144061 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1144457.250000 Penalty: 4439.207031
	Iteration 4F: 3 clusters Score -1144457 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1144801.250000 Penalty: 4439.207031
	Iteration 5F: 3 clusters Score -1144801 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1145108.500000 Penalty: 4439.207031
	Iteration 6Q: 3 clusters Score -1145108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1145376.250000 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -1145376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1145614.125000 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -1145614 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1145781.750000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -1145782 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1145902.250000 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -1145902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1145984.375000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -1145984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1146053.375000 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -1146053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1146102.375000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -1146102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1146128.375000 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -1146128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1146150.125000 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -1146150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1146169.750000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -1146170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1146179.875000 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -1146180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1146187.125000 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -1146187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1146190.500000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -1146190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1146197.750000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -1146198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1146198.125000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -1146198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1146199.875000 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -1146200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1146200.250000 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -1146200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1146201.250000 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -1146201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1146205.375000 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -1146205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1146209.875000 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -1146210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1146208.500000 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -1146208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1146208.500000 Penalty: 4439.207031
	Iteration 28F: 3 clusters Score -1146208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -162927.781250 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -162927.8 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 536 members 
Entering Unmasked Estep 
Score: -160943.765625 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -160943.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161226.375000 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -161226.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161311.625000 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -161311.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161370.812500 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -161370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161392.109375 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -161392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161411.312500 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -161411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -161425.359375 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -161425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161442.187500 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -161442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161456.562500 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -161456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161473.718750 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -161473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161485.171875 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -161485.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -161499.328125 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -161499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -161508.109375 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -161508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161514.750000 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -161514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161517.750000 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -161517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161521.734375 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -161521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -161532.765625 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -161532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161539.546875 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -161539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161543.843750 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -161543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161545.109375 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -161545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161545.109375 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -161545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -177137.640625 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -177137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175076.421875 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -175076.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175408.656250 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -175408.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175497.796875 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -175497.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175555.968750 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -175556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175598.421875 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -175598.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175634.250000 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -175634.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175654.265625 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -175654.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175671.812500 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -175671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175682.140625 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -175682.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175692.437500 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -175692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175698.812500 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -175698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -175704.843750 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -175704.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -175713.250000 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -175713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175721.531250 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -175721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175726.375000 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -175726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175729.218750 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -175729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -175734.812500 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -175734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -175738.171875 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -175738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -175740.375000 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -175740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -175742.578125 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -175742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -175752.078125 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -175752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175764.031250 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -175764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175773.468750 Penalty: 3515.436523
	Iteration 22Q: 3 clusters Score -175773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175783.562500 Penalty: 3515.436523
	Iteration 23Q: 3 clusters Score -175783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175794.140625 Penalty: 3515.436523
	Iteration 24Q: 3 clusters Score -175794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175801.796875 Penalty: 3515.436523
	Iteration 25Q: 3 clusters Score -175801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175805.921875 Penalty: 3515.436523
	Iteration 26Q: 3 clusters Score -175805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175807.265625 Penalty: 3515.436523
	Iteration 27Q: 3 clusters Score -175807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -175810.078125 Penalty: 3515.436523
	Iteration 28Q: 3 clusters Score -175810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -175813.984375 Penalty: 3515.436523
	Iteration 29Q: 3 clusters Score -175814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175815.484375 Penalty: 3515.436523
	Iteration 30Q: 3 clusters Score -175815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175817.687500 Penalty: 3515.436523
	Iteration 31Q: 3 clusters Score -175817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175817.687500 Penalty: 3515.436523
	Iteration 32F: 3 clusters Score -175817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -68929.984375 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -68929.98 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 232 members 
Entering Unmasked Estep 
Score: -67451.968750 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -67451.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67600.695312 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -67600.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67667.507812 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -67667.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67683.375000 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -67683.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67689.695312 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -67689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67702.203125 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -67702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67706.968750 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -67706.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67706.968750 Penalty: 3050.698975
	Iteration 7F: 3 clusters Score -67706.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -185885.171875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -185885.2 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 707 members 
Entering Unmasked Estep 
Score: -183780.140625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -183780.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184364.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -184364.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -184650.890625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -184650.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -184844.890625 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -184844.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -184946.625000 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -184946.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -185036.093750 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -185036.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185078.531250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -185078.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -185099.187500 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -185099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185105.093750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -185105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185108.937500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -185108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185113.203125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -185113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185115.890625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -185115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185119.093750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185125.062500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185132.843750 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185139.546875 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -185147.937500 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -185156.046875 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -185156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185162.453125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -185162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185172.312500 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -185172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -185182.000000 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -185182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185204.046875 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -185204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -185209.437500 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -185209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185210.453125 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -185210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -185210.453125 Penalty: 3579.852051
	Iteration 24F: 3 clusters Score -185210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (62594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Entering Unmasked Estep 
Score: -9678545.000000 Penalty: 2739.017334
	Iteration 0F: 2 clusters Score -9678545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -9636693.000000 Penalty: 5478.034668
	Iteration 0F: 3 clusters Score -9636693 nChanged 29058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -9653128.000000 Penalty: 5478.034668
	Iteration 1F: 3 clusters Score -9653128 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -9653882.000000 Penalty: 5478.034668
	Iteration 2Q: 3 clusters Score -9653882 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -9654721.000000 Penalty: 5478.034668
	Iteration 3Q: 3 clusters Score -9654721 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -9655582.000000 Penalty: 5478.034668
	Iteration 4Q: 3 clusters Score -9655582 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -9656544.000000 Penalty: 5478.034668
	Iteration 5Q: 3 clusters Score -9656544 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -9657663.000000 Penalty: 5478.034668
	Iteration 6Q: 3 clusters Score -9657663 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -9658957.000000 Penalty: 5478.034668
	Iteration 7Q: 3 clusters Score -9658957 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -9660268.000000 Penalty: 5478.034668
	Iteration 8Q: 3 clusters Score -9660268 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -9661356.000000 Penalty: 5478.034668
	Iteration 9Q: 3 clusters Score -9661356 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -9662273.000000 Penalty: 5478.034668
	Iteration 10Q: 3 clusters Score -9662273 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -9663066.000000 Penalty: 5478.034668
	Iteration 11Q: 3 clusters Score -9663066 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -9663549.000000 Penalty: 5478.034668
	Iteration 12Q: 3 clusters Score -9663549 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -9663876.000000 Penalty: 5478.034668
	Iteration 13Q: 3 clusters Score -9663876 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -9664074.000000 Penalty: 5478.034668
	Iteration 14Q: 3 clusters Score -9664074 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -9664189.000000 Penalty: 5478.034668
	Iteration 15Q: 3 clusters Score -9664189 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -9664217.000000 Penalty: 5478.034668
	Iteration 16Q: 3 clusters Score -9664217 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -9664297.000000 Penalty: 5478.034668
	Iteration 17Q: 3 clusters Score -9664297 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -9664358.000000 Penalty: 5478.034668
	Iteration 18Q: 3 clusters Score -9664358 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -9664437.000000 Penalty: 5478.034668
	Iteration 19Q: 3 clusters Score -9664437 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -9664511.000000 Penalty: 5478.034668
	Iteration 20F: 3 clusters Score -9664511 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -9664623.000000 Penalty: 5478.034668
	Iteration 21Q: 3 clusters Score -9664623 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9664733.000000 Penalty: 5478.034668
	Iteration 22Q: 3 clusters Score -9664733 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -9664978.000000 Penalty: 5478.034668
	Iteration 23Q: 3 clusters Score -9664978 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -9665162.000000 Penalty: 5478.034668
	Iteration 24Q: 3 clusters Score -9665162 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9665467.000000 Penalty: 5478.034668
	Iteration 25Q: 3 clusters Score -9665467 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -9665926.000000 Penalty: 5478.034668
	Iteration 26Q: 3 clusters Score -9665926 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -9666619.000000 Penalty: 5478.034668
	Iteration 27Q: 3 clusters Score -9666619 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9667491.000000 Penalty: 5478.034668
	Iteration 28Q: 3 clusters Score -9667491 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -9668606.000000 Penalty: 5478.034668
	Iteration 29Q: 3 clusters Score -9668606 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -9670010.000000 Penalty: 5478.034668
	Iteration 30Q: 3 clusters Score -9670010 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -9671497.000000 Penalty: 5478.034668
	Iteration 31Q: 3 clusters Score -9671497 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -9672876.000000 Penalty: 5478.034668
	Iteration 32Q: 3 clusters Score -9672876 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -9674034.000000 Penalty: 5478.034668
	Iteration 33Q: 3 clusters Score -9674034 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -9674907.000000 Penalty: 5478.034668
	Iteration 34Q: 3 clusters Score -9674907 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -9675391.000000 Penalty: 5478.034668
	Iteration 35Q: 3 clusters Score -9675391 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -9675721.000000 Penalty: 5478.034668
	Iteration 36Q: 3 clusters Score -9675721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -9675881.000000 Penalty: 5478.034668
	Iteration 37Q: 3 clusters Score -9675881 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -9675970.000000 Penalty: 5478.034668
	Iteration 38Q: 3 clusters Score -9675970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -9676044.000000 Penalty: 5478.034668
	Iteration 39Q: 3 clusters Score -9676044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -9676065.000000 Penalty: 5478.034668
	Iteration 40F: 3 clusters Score -9676065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -9676102.000000 Penalty: 5478.034668
	Iteration 41Q: 3 clusters Score -9676102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -9676121.000000 Penalty: 5478.034668
	Iteration 42Q: 3 clusters Score -9676121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -9676155.000000 Penalty: 5478.034668
	Iteration 43Q: 3 clusters Score -9676155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -9676168.000000 Penalty: 5478.034668
	Iteration 44Q: 3 clusters Score -9676168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -9676181.000000 Penalty: 5478.034668
	Iteration 45Q: 3 clusters Score -9676181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -9676186.000000 Penalty: 5478.034668
	Iteration 46Q: 3 clusters Score -9676186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -9676189.000000 Penalty: 5478.034668
	Iteration 47Q: 3 clusters Score -9676189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -9676188.000000 Penalty: 5478.034668
	Iteration 48Q: 3 clusters Score -9676188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -9676199.000000 Penalty: 5478.034668
	Iteration 49Q: 3 clusters Score -9676199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -9676209.000000 Penalty: 5478.034668
	Iteration 50Q: 3 clusters Score -9676209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -9676225.000000 Penalty: 5478.034668
	Iteration 51Q: 3 clusters Score -9676225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -9676226.000000 Penalty: 5478.034668
	Iteration 52Q: 3 clusters Score -9676226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -9676231.000000 Penalty: 5478.034668
	Iteration 53Q: 3 clusters Score -9676231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -9676235.000000 Penalty: 5478.034668
	Iteration 54Q: 3 clusters Score -9676235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -9676237.000000 Penalty: 5478.034668
	Iteration 55Q: 3 clusters Score -9676237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -9676243.000000 Penalty: 5478.034668
	Iteration 56Q: 3 clusters Score -9676243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9676248.000000 Penalty: 5478.034668
	Iteration 57Q: 3 clusters Score -9676248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -9676251.000000 Penalty: 5478.034668
	Iteration 58Q: 3 clusters Score -9676251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9676249.000000 Penalty: 5478.034668
	Iteration 59Q: 3 clusters Score -9676249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -9676249.000000 Penalty: 5478.034668
	Iteration 60F: 3 clusters Score -9676249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (56132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Entering Unmasked Estep 
Score: -8876344.000000 Penalty: 2711.994385
	Iteration 0F: 2 clusters Score -8876344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -8838732.000000 Penalty: 5423.988770
	Iteration 0F: 3 clusters Score -8838732 nChanged 26037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8853267.000000 Penalty: 5423.988770
	Iteration 1F: 3 clusters Score -8853267 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -8854110.000000 Penalty: 5423.988770
	Iteration 2Q: 3 clusters Score -8854110 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -8855145.000000 Penalty: 5423.988770
	Iteration 3Q: 3 clusters Score -8855145 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8856504.000000 Penalty: 5423.988770
	Iteration 4F: 3 clusters Score -8856504 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -8858419.000000 Penalty: 5423.988770
	Iteration 5F: 3 clusters Score -8858419 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8861126.000000 Penalty: 5423.988770
	Iteration 6F: 3 clusters Score -8861126 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -8864576.000000 Penalty: 5423.988770
	Iteration 7F: 3 clusters Score -8864576 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -8868270.000000 Penalty: 5423.988770
	Iteration 8F: 3 clusters Score -8868270 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -8871066.000000 Penalty: 5423.988770
	Iteration 9F: 3 clusters Score -8871066 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -8872449.000000 Penalty: 5423.988770
	Iteration 10Q: 3 clusters Score -8872449 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -8872977.000000 Penalty: 5423.988770
	Iteration 11Q: 3 clusters Score -8872977 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -8873213.000000 Penalty: 5423.988770
	Iteration 12Q: 3 clusters Score -8873213 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -8873375.000000 Penalty: 5423.988770
	Iteration 13Q: 3 clusters Score -8873375 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -8873478.000000 Penalty: 5423.988770
	Iteration 14Q: 3 clusters Score -8873478 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -8873575.000000 Penalty: 5423.988770
	Iteration 15Q: 3 clusters Score -8873575 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -8873645.000000 Penalty: 5423.988770
	Iteration 16Q: 3 clusters Score -8873645 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8873691.000000 Penalty: 5423.988770
	Iteration 17Q: 3 clusters Score -8873691 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8873713.000000 Penalty: 5423.988770
	Iteration 18Q: 3 clusters Score -8873713 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8873739.000000 Penalty: 5423.988770
	Iteration 19Q: 3 clusters Score -8873739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8873796.000000 Penalty: 5423.988770
	Iteration 20F: 3 clusters Score -8873796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -8873822.000000 Penalty: 5423.988770
	Iteration 21Q: 3 clusters Score -8873822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -8873826.000000 Penalty: 5423.988770
	Iteration 22Q: 3 clusters Score -8873826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8873836.000000 Penalty: 5423.988770
	Iteration 23Q: 3 clusters Score -8873836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8873837.000000 Penalty: 5423.988770
	Iteration 24Q: 3 clusters Score -8873837 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -8873845.000000 Penalty: 5423.988770
	Iteration 25Q: 3 clusters Score -8873845 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8873846.000000 Penalty: 5423.988770
	Iteration 26Q: 3 clusters Score -8873846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8873856.000000 Penalty: 5423.988770
	Iteration 27Q: 3 clusters Score -8873856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8873861.000000 Penalty: 5423.988770
	Iteration 28Q: 3 clusters Score -8873861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -8873858.000000 Penalty: 5423.988770
	Iteration 29Q: 3 clusters Score -8873858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -8873868.000000 Penalty: 5423.988770
	Iteration 30Q: 3 clusters Score -8873868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8873889.000000 Penalty: 5423.988770
	Iteration 31Q: 3 clusters Score -8873889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -8873890.000000 Penalty: 5423.988770
	Iteration 32Q: 3 clusters Score -8873890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -8873886.000000 Penalty: 5423.988770
	Iteration 33Q: 3 clusters Score -8873886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -8873921.000000 Penalty: 5423.988770
	Iteration 34Q: 3 clusters Score -8873921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8873930.000000 Penalty: 5423.988770
	Iteration 35Q: 3 clusters Score -8873930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -8873935.000000 Penalty: 5423.988770
	Iteration 36Q: 3 clusters Score -8873935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -8873943.000000 Penalty: 5423.988770
	Iteration 37Q: 3 clusters Score -8873943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8873962.000000 Penalty: 5423.988770
	Iteration 38Q: 3 clusters Score -8873962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8873973.000000 Penalty: 5423.988770
	Iteration 39Q: 3 clusters Score -8873973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8873965.000000 Penalty: 5423.988770
	Iteration 40F: 3 clusters Score -8873965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8873962.000000 Penalty: 5423.988770
	Iteration 41Q: 3 clusters Score -8873962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8873975.000000 Penalty: 5423.988770
	Iteration 42Q: 3 clusters Score -8873975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8873986.000000 Penalty: 5423.988770
	Iteration 43Q: 3 clusters Score -8873986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8874009.000000 Penalty: 5423.988770
	Iteration 44Q: 3 clusters Score -8874009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8874014.000000 Penalty: 5423.988770
	Iteration 45Q: 3 clusters Score -8874014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8874021.000000 Penalty: 5423.988770
	Iteration 46Q: 3 clusters Score -8874021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8874026.000000 Penalty: 5423.988770
	Iteration 47Q: 3 clusters Score -8874026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -8874047.000000 Penalty: 5423.988770
	Iteration 48Q: 3 clusters Score -8874047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -8874064.000000 Penalty: 5423.988770
	Iteration 49Q: 3 clusters Score -8874064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -8874069.000000 Penalty: 5423.988770
	Iteration 50Q: 3 clusters Score -8874069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -8874065.000000 Penalty: 5423.988770
	Iteration 51Q: 3 clusters Score -8874065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -8874072.000000 Penalty: 5423.988770
	Iteration 52Q: 3 clusters Score -8874072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8874080.000000 Penalty: 5423.988770
	Iteration 53Q: 3 clusters Score -8874080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -8874080.000000 Penalty: 5423.988770
	Iteration 54Q: 3 clusters Score -8874080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8874084.000000 Penalty: 5423.988770
	Iteration 55Q: 3 clusters Score -8874084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -8874092.000000 Penalty: 5423.988770
	Iteration 56Q: 3 clusters Score -8874092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8874077.000000 Penalty: 5423.988770
	Iteration 57Q: 3 clusters Score -8874077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -8874093.000000 Penalty: 5423.988770
	Iteration 58Q: 3 clusters Score -8874093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8874095.000000 Penalty: 5423.988770
	Iteration 59Q: 3 clusters Score -8874095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8874093.000000 Penalty: 5423.988770
	Iteration 60F: 3 clusters Score -8874093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8874107.000000 Penalty: 5423.988770
	Iteration 61Q: 3 clusters Score -8874107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8874085.000000 Penalty: 5423.988770
	Iteration 62Q: 3 clusters Score -8874085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8874100.000000 Penalty: 5423.988770
	Iteration 63Q: 3 clusters Score -8874100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8874112.000000 Penalty: 5423.988770
	Iteration 64Q: 3 clusters Score -8874112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8874102.000000 Penalty: 5423.988770
	Iteration 65Q: 3 clusters Score -8874102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8874126.000000 Penalty: 5423.988770
	Iteration 66Q: 3 clusters Score -8874126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -8874132.000000 Penalty: 5423.988770
	Iteration 67Q: 3 clusters Score -8874132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -8874138.000000 Penalty: 5423.988770
	Iteration 68Q: 3 clusters Score -8874138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -8874122.000000 Penalty: 5423.988770
	Iteration 69Q: 3 clusters Score -8874122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8874122.000000 Penalty: 5423.988770
	Iteration 70Q: 3 clusters Score -8874122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -8874130.000000 Penalty: 5423.988770
	Iteration 71Q: 3 clusters Score -8874130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8874127.000000 Penalty: 5423.988770
	Iteration 72Q: 3 clusters Score -8874127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8874131.000000 Penalty: 5423.988770
	Iteration 73Q: 3 clusters Score -8874131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8874136.000000 Penalty: 5423.988770
	Iteration 74Q: 3 clusters Score -8874136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8874134.000000 Penalty: 5423.988770
	Iteration 75Q: 3 clusters Score -8874134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8874140.000000 Penalty: 5423.988770
	Iteration 76Q: 3 clusters Score -8874140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -8874153.000000 Penalty: 5423.988770
	Iteration 77Q: 3 clusters Score -8874153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8874140.000000 Penalty: 5423.988770
	Iteration 78Q: 3 clusters Score -8874140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8874140.000000 Penalty: 5423.988770
	Iteration 79Q: 3 clusters Score -8874140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8874133.000000 Penalty: 5423.988770
	Iteration 80F: 3 clusters Score -8874133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8874141.000000 Penalty: 5423.988770
	Iteration 81Q: 3 clusters Score -8874141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8874136.000000 Penalty: 5423.988770
	Iteration 82Q: 3 clusters Score -8874136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8874134.000000 Penalty: 5423.988770
	Iteration 83Q: 3 clusters Score -8874134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8874146.000000 Penalty: 5423.988770
	Iteration 84Q: 3 clusters Score -8874146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8874143.000000 Penalty: 5423.988770
	Iteration 85Q: 3 clusters Score -8874143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8874135.000000 Penalty: 5423.988770
	Iteration 86Q: 3 clusters Score -8874135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8874148.000000 Penalty: 5423.988770
	Iteration 87Q: 3 clusters Score -8874148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8874158.000000 Penalty: 5423.988770
	Iteration 88Q: 3 clusters Score -8874158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8874161.000000 Penalty: 5423.988770
	Iteration 89Q: 3 clusters Score -8874161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8874167.000000 Penalty: 5423.988770
	Iteration 90Q: 3 clusters Score -8874167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8874173.000000 Penalty: 5423.988770
	Iteration 91Q: 3 clusters Score -8874173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8874169.000000 Penalty: 5423.988770
	Iteration 92Q: 3 clusters Score -8874169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8874182.000000 Penalty: 5423.988770
	Iteration 93Q: 3 clusters Score -8874182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8874190.000000 Penalty: 5423.988770
	Iteration 94Q: 3 clusters Score -8874190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8874193.000000 Penalty: 5423.988770
	Iteration 95Q: 3 clusters Score -8874193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8874197.000000 Penalty: 5423.988770
	Iteration 96Q: 3 clusters Score -8874197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8874190.000000 Penalty: 5423.988770
	Iteration 97Q: 3 clusters Score -8874190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -8874192.000000 Penalty: 5423.988770
	Iteration 98Q: 3 clusters Score -8874192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8874190.000000 Penalty: 5423.988770
	Iteration 99Q: 3 clusters Score -8874190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8874189.000000 Penalty: 5423.988770
	Iteration 100F: 3 clusters Score -8874189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8874195.000000 Penalty: 5423.988770
	Iteration 101Q: 3 clusters Score -8874195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8874185.000000 Penalty: 5423.988770
	Iteration 102Q: 3 clusters Score -8874185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8874188.000000 Penalty: 5423.988770
	Iteration 103Q: 3 clusters Score -8874188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8874197.000000 Penalty: 5423.988770
	Iteration 104Q: 3 clusters Score -8874197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8874192.000000 Penalty: 5423.988770
	Iteration 105Q: 3 clusters Score -8874192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8874197.000000 Penalty: 5423.988770
	Iteration 106Q: 3 clusters Score -8874197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8874195.000000 Penalty: 5423.988770
	Iteration 107Q: 3 clusters Score -8874195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8874195.000000 Penalty: 5423.988770
	Iteration 108F: 3 clusters Score -8874195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -92592.312500 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -92592.31 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 349 members 
Entering Unmasked Estep 
Score: -91144.476562 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -91144.48 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91819.554688 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -91819.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92486.195312 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -92486.2 nChanged 49
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: -92914.351562 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -92914.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93008.195312 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -93008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93034.046875 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -93034.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93047.882812 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -93047.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93140.585938 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -93140.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93141.765625 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -93141.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93141.765625 Penalty: 3262.619141
	Iteration 9F: 3 clusters Score -93141.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 21481 members 
Mstep: Class 4 contains 55392 members 
Mstep: Class 5 contains 21544 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 102642 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 32463 members 
Mstep: Class 15 contains 63354 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 41750 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12957 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 10056 members 
Mstep: Class 24 contains 61512 members 
Mstep: Class 25 contains 28227 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 1197 members 
Mstep: Class 29 contains 469 members 
Mstep: Class 30 contains 1363 members 
Mstep: Class 31 contains 62594 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 19900 members 
Mstep: Class 35 contains 3111 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 6166 members 
Mstep: Class 40 contains 16959 members 
Mstep: Class 41 contains 14611 members 
Mstep: Class 42 contains 7242 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 491 members 
Entering Unmasked Estep 
Score: -120398008.000000 Penalty: 148260.671875
Splitting cluster 33 changes total score from -120399160.000000 to -120398008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (19900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Entering Unmasked Estep 
Score: -3115363.500000 Penalty: 2454.821777
	Iteration 0F: 2 clusters Score -3115364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3101404.750000 Penalty: 4909.643555
	Iteration 0F: 3 clusters Score -3101405 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3106157.000000 Penalty: 4909.643555
	Iteration 1F: 3 clusters Score -3106157 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3106649.000000 Penalty: 4909.643555
	Iteration 2F: 3 clusters Score -3106649 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3107042.750000 Penalty: 4909.643555
	Iteration 3F: 3 clusters Score -3107043 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3107416.250000 Penalty: 4909.643555
	Iteration 4Q: 3 clusters Score -3107416 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3107827.000000 Penalty: 4909.643555
	Iteration 5Q: 3 clusters Score -3107827 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3108294.000000 Penalty: 4909.643555
	Iteration 6Q: 3 clusters Score -3108294 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3108797.750000 Penalty: 4909.643555
	Iteration 7Q: 3 clusters Score -3108798 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3109302.250000 Penalty: 4909.643555
	Iteration 8Q: 3 clusters Score -3109302 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3109739.250000 Penalty: 4909.643555
	Iteration 9Q: 3 clusters Score -3109739 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3110055.750000 Penalty: 4909.643555
	Iteration 10Q: 3 clusters Score -3110056 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3110332.000000 Penalty: 4909.643555
	Iteration 11Q: 3 clusters Score -3110332 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3110522.000000 Penalty: 4909.643555
	Iteration 12Q: 3 clusters Score -3110522 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3110660.250000 Penalty: 4909.643555
	Iteration 13Q: 3 clusters Score -3110660 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3110760.000000 Penalty: 4909.643555
	Iteration 14Q: 3 clusters Score -3110760 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3110840.750000 Penalty: 4909.643555
	Iteration 15Q: 3 clusters Score -3110841 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3110919.500000 Penalty: 4909.643555
	Iteration 16Q: 3 clusters Score -3110920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3110967.500000 Penalty: 4909.643555
	Iteration 17Q: 3 clusters Score -3110968 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3111003.750000 Penalty: 4909.643555
	Iteration 18Q: 3 clusters Score -3111004 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3111058.750000 Penalty: 4909.643555
	Iteration 19Q: 3 clusters Score -3111059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3111096.250000 Penalty: 4909.643555
	Iteration 20F: 3 clusters Score -3111096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3111138.250000 Penalty: 4909.643555
	Iteration 21Q: 3 clusters Score -3111138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3111184.000000 Penalty: 4909.643555
	Iteration 22Q: 3 clusters Score -3111184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3111222.250000 Penalty: 4909.643555
	Iteration 23Q: 3 clusters Score -3111222 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3111274.250000 Penalty: 4909.643555
	Iteration 24Q: 3 clusters Score -3111274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3111322.000000 Penalty: 4909.643555
	Iteration 25Q: 3 clusters Score -3111322 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3111358.750000 Penalty: 4909.643555
	Iteration 26Q: 3 clusters Score -3111359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3111421.750000 Penalty: 4909.643555
	Iteration 27Q: 3 clusters Score -3111422 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3111467.250000 Penalty: 4909.643555
	Iteration 28Q: 3 clusters Score -3111467 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3111528.000000 Penalty: 4909.643555
	Iteration 29Q: 3 clusters Score -3111528 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3111564.250000 Penalty: 4909.643555
	Iteration 30Q: 3 clusters Score -3111564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3111628.500000 Penalty: 4909.643555
	Iteration 31Q: 3 clusters Score -3111628 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3111670.500000 Penalty: 4909.643555
	Iteration 32Q: 3 clusters Score -3111670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3111746.250000 Penalty: 4909.643555
	Iteration 33Q: 3 clusters Score -3111746 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3111779.500000 Penalty: 4909.643555
	Iteration 34Q: 3 clusters Score -3111780 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3111836.000000 Penalty: 4909.643555
	Iteration 35Q: 3 clusters Score -3111836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3111927.750000 Penalty: 4909.643555
	Iteration 36Q: 3 clusters Score -3111928 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3112014.500000 Penalty: 4909.643555
	Iteration 37Q: 3 clusters Score -3112014 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3112126.750000 Penalty: 4909.643555
	Iteration 38Q: 3 clusters Score -3112127 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3112220.750000 Penalty: 4909.643555
	Iteration 39Q: 3 clusters Score -3112221 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3112324.250000 Penalty: 4909.643555
	Iteration 40F: 3 clusters Score -3112324 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3112425.750000 Penalty: 4909.643555
	Iteration 41Q: 3 clusters Score -3112426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3112518.500000 Penalty: 4909.643555
	Iteration 42Q: 3 clusters Score -3112518 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3112626.000000 Penalty: 4909.643555
	Iteration 43Q: 3 clusters Score -3112626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3112729.500000 Penalty: 4909.643555
	Iteration 44Q: 3 clusters Score -3112730 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3112797.500000 Penalty: 4909.643555
	Iteration 45Q: 3 clusters Score -3112798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3112869.000000 Penalty: 4909.643555
	Iteration 46Q: 3 clusters Score -3112869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3112949.500000 Penalty: 4909.643555
	Iteration 47Q: 3 clusters Score -3112950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3113008.750000 Penalty: 4909.643555
	Iteration 48Q: 3 clusters Score -3113009 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3113060.500000 Penalty: 4909.643555
	Iteration 49Q: 3 clusters Score -3113060 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3113126.500000 Penalty: 4909.643555
	Iteration 50Q: 3 clusters Score -3113126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3113167.500000 Penalty: 4909.643555
	Iteration 51Q: 3 clusters Score -3113168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3113222.500000 Penalty: 4909.643555
	Iteration 52Q: 3 clusters Score -3113222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3113280.000000 Penalty: 4909.643555
	Iteration 53Q: 3 clusters Score -3113280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3113317.750000 Penalty: 4909.643555
	Iteration 54Q: 3 clusters Score -3113318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3113356.500000 Penalty: 4909.643555
	Iteration 55Q: 3 clusters Score -3113356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -3113378.000000 Penalty: 4909.643555
	Iteration 56Q: 3 clusters Score -3113378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3113395.250000 Penalty: 4909.643555
	Iteration 57Q: 3 clusters Score -3113395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3113410.250000 Penalty: 4909.643555
	Iteration 58Q: 3 clusters Score -3113410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3113443.000000 Penalty: 4909.643555
	Iteration 59Q: 3 clusters Score -3113443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3113454.500000 Penalty: 4909.643555
	Iteration 60F: 3 clusters Score -3113454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3113476.250000 Penalty: 4909.643555
	Iteration 61Q: 3 clusters Score -3113476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3113480.750000 Penalty: 4909.643555
	Iteration 62Q: 3 clusters Score -3113481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3113497.500000 Penalty: 4909.643555
	Iteration 63Q: 3 clusters Score -3113498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3113503.750000 Penalty: 4909.643555
	Iteration 64Q: 3 clusters Score -3113504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3113518.750000 Penalty: 4909.643555
	Iteration 65Q: 3 clusters Score -3113519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3113529.000000 Penalty: 4909.643555
	Iteration 66Q: 3 clusters Score -3113529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3113524.250000 Penalty: 4909.643555
	Iteration 67Q: 3 clusters Score -3113524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3113548.750000 Penalty: 4909.643555
	Iteration 68Q: 3 clusters Score -3113549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3113563.250000 Penalty: 4909.643555
	Iteration 69Q: 3 clusters Score -3113563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3113566.250000 Penalty: 4909.643555
	Iteration 70Q: 3 clusters Score -3113566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3113578.250000 Penalty: 4909.643555
	Iteration 71Q: 3 clusters Score -3113578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3113581.750000 Penalty: 4909.643555
	Iteration 72Q: 3 clusters Score -3113582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3113588.000000 Penalty: 4909.643555
	Iteration 73Q: 3 clusters Score -3113588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3113592.250000 Penalty: 4909.643555
	Iteration 74Q: 3 clusters Score -3113592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3113596.000000 Penalty: 4909.643555
	Iteration 75Q: 3 clusters Score -3113596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3113598.250000 Penalty: 4909.643555
	Iteration 76Q: 3 clusters Score -3113598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3113598.500000 Penalty: 4909.643555
	Iteration 77Q: 3 clusters Score -3113598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3113603.250000 Penalty: 4909.643555
	Iteration 78Q: 3 clusters Score -3113603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3113603.500000 Penalty: 4909.643555
	Iteration 79Q: 3 clusters Score -3113604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3113603.250000 Penalty: 4909.643555
	Iteration 80F: 3 clusters Score -3113603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3113605.000000 Penalty: 4909.643555
	Iteration 81Q: 3 clusters Score -3113605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3113605.250000 Penalty: 4909.643555
	Iteration 82Q: 3 clusters Score -3113605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3113606.000000 Penalty: 4909.643555
	Iteration 83Q: 3 clusters Score -3113606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3113612.750000 Penalty: 4909.643555
	Iteration 84Q: 3 clusters Score -3113613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3113616.250000 Penalty: 4909.643555
	Iteration 85Q: 3 clusters Score -3113616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3113626.000000 Penalty: 4909.643555
	Iteration 86Q: 3 clusters Score -3113626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3113625.750000 Penalty: 4909.643555
	Iteration 87Q: 3 clusters Score -3113626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3113625.250000 Penalty: 4909.643555
	Iteration 88Q: 3 clusters Score -3113625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3113624.500000 Penalty: 4909.643555
	Iteration 89Q: 3 clusters Score -3113624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3113628.500000 Penalty: 4909.643555
	Iteration 90Q: 3 clusters Score -3113628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3113628.750000 Penalty: 4909.643555
	Iteration 91Q: 3 clusters Score -3113629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3113625.750000 Penalty: 4909.643555
	Iteration 92Q: 3 clusters Score -3113626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3113625.500000 Penalty: 4909.643555
	Iteration 93Q: 3 clusters Score -3113626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3113625.500000 Penalty: 4909.643555
	Iteration 94F: 3 clusters Score -3113626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -456113.906250 Penalty: 1994.589600
	Iteration 0F: 2 clusters Score -456113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -452842.656250 Penalty: 3989.179199
	Iteration 0F: 3 clusters Score -452842.7 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -453620.812500 Penalty: 3989.179199
	Iteration 1F: 3 clusters Score -453620.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -453894.562500 Penalty: 3989.179199
	Iteration 2F: 3 clusters Score -453894.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -454113.781250 Penalty: 3989.179199
	Iteration 3F: 3 clusters Score -454113.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -454341.625000 Penalty: 3989.179199
	Iteration 4F: 3 clusters Score -454341.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -454525.125000 Penalty: 3989.179199
	Iteration 5F: 3 clusters Score -454525.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -454671.562500 Penalty: 3989.179199
	Iteration 6F: 3 clusters Score -454671.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -454755.250000 Penalty: 3989.179199
	Iteration 7Q: 3 clusters Score -454755.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -454840.593750 Penalty: 3989.179199
	Iteration 8Q: 3 clusters Score -454840.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -454906.562500 Penalty: 3989.179199
	Iteration 9Q: 3 clusters Score -454906.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -454959.656250 Penalty: 3989.179199
	Iteration 10Q: 3 clusters Score -454959.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -454987.687500 Penalty: 3989.179199
	Iteration 11Q: 3 clusters Score -454987.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -455003.906250 Penalty: 3989.179199
	Iteration 12Q: 3 clusters Score -455003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -455013.406250 Penalty: 3989.179199
	Iteration 13Q: 3 clusters Score -455013.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -455021.968750 Penalty: 3989.179199
	Iteration 14Q: 3 clusters Score -455022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -455030.968750 Penalty: 3989.179199
	Iteration 15Q: 3 clusters Score -455031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -455035.500000 Penalty: 3989.179199
	Iteration 16Q: 3 clusters Score -455035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -455038.031250 Penalty: 3989.179199
	Iteration 17Q: 3 clusters Score -455038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -455041.781250 Penalty: 3989.179199
	Iteration 18Q: 3 clusters Score -455041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -455042.312500 Penalty: 3989.179199
	Iteration 19Q: 3 clusters Score -455042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -455043.750000 Penalty: 3989.179199
	Iteration 20F: 3 clusters Score -455043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -455048.500000 Penalty: 3989.179199
	Iteration 21Q: 3 clusters Score -455048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -455057.031250 Penalty: 3989.179199
	Iteration 22Q: 3 clusters Score -455057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -455061.500000 Penalty: 3989.179199
	Iteration 23Q: 3 clusters Score -455061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -455064.656250 Penalty: 3989.179199
	Iteration 24Q: 3 clusters Score -455064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -455069.875000 Penalty: 3989.179199
	Iteration 25Q: 3 clusters Score -455069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -455075.218750 Penalty: 3989.179199
	Iteration 26Q: 3 clusters Score -455075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -455078.000000 Penalty: 3989.179199
	Iteration 27Q: 3 clusters Score -455078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -455081.156250 Penalty: 3989.179199
	Iteration 28Q: 3 clusters Score -455081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -455083.968750 Penalty: 3989.179199
	Iteration 29Q: 3 clusters Score -455084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -455086.343750 Penalty: 3989.179199
	Iteration 30Q: 3 clusters Score -455086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -455087.531250 Penalty: 3989.179199
	Iteration 31Q: 3 clusters Score -455087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -455087.343750 Penalty: 3989.179199
	Iteration 32Q: 3 clusters Score -455087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -455087.343750 Penalty: 3989.179199
	Iteration 33F: 3 clusters Score -455087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Entering Unmasked Estep 
Score: -3053746.250000 Penalty: 2452.555664
	Iteration 0F: 2 clusters Score -3053746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3039948.750000 Penalty: 4905.111328
	Iteration 0F: 3 clusters Score -3039949 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3044617.250000 Penalty: 4905.111328
	Iteration 1F: 3 clusters Score -3044617 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3045502.000000 Penalty: 4905.111328
	Iteration 2F: 3 clusters Score -3045502 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3046547.000000 Penalty: 4905.111328
	Iteration 3F: 3 clusters Score -3046547 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3047708.750000 Penalty: 4905.111328
	Iteration 4F: 3 clusters Score -3047709 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3048722.750000 Penalty: 4905.111328
	Iteration 5F: 3 clusters Score -3048723 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3049376.250000 Penalty: 4905.111328
	Iteration 6F: 3 clusters Score -3049376 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3049800.000000 Penalty: 4905.111328
	Iteration 7Q: 3 clusters Score -3049800 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3050075.750000 Penalty: 4905.111328
	Iteration 8Q: 3 clusters Score -3050076 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3050295.250000 Penalty: 4905.111328
	Iteration 9Q: 3 clusters Score -3050295 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3050442.250000 Penalty: 4905.111328
	Iteration 10Q: 3 clusters Score -3050442 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3050561.500000 Penalty: 4905.111328
	Iteration 11Q: 3 clusters Score -3050562 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3050665.750000 Penalty: 4905.111328
	Iteration 12Q: 3 clusters Score -3050666 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3050776.750000 Penalty: 4905.111328
	Iteration 13Q: 3 clusters Score -3050777 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3050886.750000 Penalty: 4905.111328
	Iteration 14Q: 3 clusters Score -3050887 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3051022.500000 Penalty: 4905.111328
	Iteration 15Q: 3 clusters Score -3051022 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3051148.750000 Penalty: 4905.111328
	Iteration 16Q: 3 clusters Score -3051149 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3051288.500000 Penalty: 4905.111328
	Iteration 17Q: 3 clusters Score -3051288 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3051407.500000 Penalty: 4905.111328
	Iteration 18Q: 3 clusters Score -3051408 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3051522.000000 Penalty: 4905.111328
	Iteration 19Q: 3 clusters Score -3051522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3051589.500000 Penalty: 4905.111328
	Iteration 20F: 3 clusters Score -3051590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3051660.000000 Penalty: 4905.111328
	Iteration 21Q: 3 clusters Score -3051660 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3051730.500000 Penalty: 4905.111328
	Iteration 22Q: 3 clusters Score -3051730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3051783.750000 Penalty: 4905.111328
	Iteration 23Q: 3 clusters Score -3051784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3051825.750000 Penalty: 4905.111328
	Iteration 24Q: 3 clusters Score -3051826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3051867.000000 Penalty: 4905.111328
	Iteration 25Q: 3 clusters Score -3051867 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3051905.750000 Penalty: 4905.111328
	Iteration 26Q: 3 clusters Score -3051906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3051949.000000 Penalty: 4905.111328
	Iteration 27Q: 3 clusters Score -3051949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3051970.750000 Penalty: 4905.111328
	Iteration 28Q: 3 clusters Score -3051971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3051993.750000 Penalty: 4905.111328
	Iteration 29Q: 3 clusters Score -3051994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3052013.500000 Penalty: 4905.111328
	Iteration 30Q: 3 clusters Score -3052014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3052016.000000 Penalty: 4905.111328
	Iteration 31Q: 3 clusters Score -3052016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3052026.000000 Penalty: 4905.111328
	Iteration 32Q: 3 clusters Score -3052026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3052025.750000 Penalty: 4905.111328
	Iteration 33Q: 3 clusters Score -3052026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3052027.750000 Penalty: 4905.111328
	Iteration 34Q: 3 clusters Score -3052028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3052033.250000 Penalty: 4905.111328
	Iteration 35Q: 3 clusters Score -3052033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3052032.750000 Penalty: 4905.111328
	Iteration 36Q: 3 clusters Score -3052033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3052038.750000 Penalty: 4905.111328
	Iteration 37Q: 3 clusters Score -3052039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3052037.250000 Penalty: 4905.111328
	Iteration 38Q: 3 clusters Score -3052037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3052036.500000 Penalty: 4905.111328
	Iteration 39Q: 3 clusters Score -3052036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3052039.500000 Penalty: 4905.111328
	Iteration 40F: 3 clusters Score -3052040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3052042.500000 Penalty: 4905.111328
	Iteration 41Q: 3 clusters Score -3052042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3052041.500000 Penalty: 4905.111328
	Iteration 42Q: 3 clusters Score -3052042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3052044.750000 Penalty: 4905.111328
	Iteration 43Q: 3 clusters Score -3052045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3052043.250000 Penalty: 4905.111328
	Iteration 44Q: 3 clusters Score -3052043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3052042.750000 Penalty: 4905.111328
	Iteration 45Q: 3 clusters Score -3052043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3052044.500000 Penalty: 4905.111328
	Iteration 46Q: 3 clusters Score -3052044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3052047.250000 Penalty: 4905.111328
	Iteration 47Q: 3 clusters Score -3052047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3052045.000000 Penalty: 4905.111328
	Iteration 48Q: 3 clusters Score -3052045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3052045.000000 Penalty: 4905.111328
	Iteration 49F: 3 clusters Score -3052045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1004874.750000 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -1004875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -999251.312500 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -999251.3 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1000777.500000 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -1000778 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1001108.062500 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -1001108 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1001337.375000 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -1001337 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1001533.187500 Penalty: 4373.085449
	Iteration 4Q: 3 clusters Score -1001533 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1001672.375000 Penalty: 4373.085449
	Iteration 5Q: 3 clusters Score -1001672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1001770.500000 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -1001770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1001843.312500 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -1001843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1001906.187500 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -1001906 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1001976.437500 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -1001976 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1002050.750000 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -1002051 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1002117.812500 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -1002118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1002179.437500 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -1002179 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1002240.750000 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -1002241 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1002302.375000 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -1002302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1002367.937500 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -1002368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1002453.812500 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -1002454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1002574.250000 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -1002574 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1002757.250000 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -1002757 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1003026.625000 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -1003027 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1003334.250000 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -1003334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1003590.562500 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -1003591 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1003758.625000 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -1003759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1003870.937500 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -1003871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1003932.937500 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -1003933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1003961.562500 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -1003962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1003978.687500 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -1003979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1003995.625000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -1003996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1004012.625000 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -1004013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1004026.562500 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -1004027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1004035.812500 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -1004036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1004051.562500 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -1004052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1004065.375000 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -1004065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1004078.812500 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -1004079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1004086.812500 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -1004087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1004091.437500 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -1004091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1004095.187500 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -1004095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1004097.062500 Penalty: 4373.085449
	Iteration 37Q: 3 clusters Score -1004097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1004101.625000 Penalty: 4373.085449
	Iteration 38Q: 3 clusters Score -1004102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1004102.687500 Penalty: 4373.085449
	Iteration 39Q: 3 clusters Score -1004103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1004103.250000 Penalty: 4373.085449
	Iteration 40F: 3 clusters Score -1004103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1004103.562500 Penalty: 4373.085449
	Iteration 41Q: 3 clusters Score -1004104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1004104.875000 Penalty: 4373.085449
	Iteration 42Q: 3 clusters Score -1004105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1004104.562500 Penalty: 4373.085449
	Iteration 43Q: 3 clusters Score -1004105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1004104.375000 Penalty: 4373.085449
	Iteration 44Q: 3 clusters Score -1004104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1004105.875000 Penalty: 4373.085449
	Iteration 45Q: 3 clusters Score -1004106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1004106.312500 Penalty: 4373.085449
	Iteration 46Q: 3 clusters Score -1004106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1004106.875000 Penalty: 4373.085449
	Iteration 47Q: 3 clusters Score -1004107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1004107.187500 Penalty: 4373.085449
	Iteration 48Q: 3 clusters Score -1004107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1004106.312500 Penalty: 4373.085449
	Iteration 49Q: 3 clusters Score -1004106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1004106.312500 Penalty: 4373.085449
	Iteration 50F: 3 clusters Score -1004106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -1016754.000000 Penalty: 2190.481689
	Iteration 0F: 2 clusters Score -1016754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1011037.062500 Penalty: 4380.963379
	Iteration 0F: 3 clusters Score -1011037 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1012605.750000 Penalty: 4380.963379
	Iteration 1F: 3 clusters Score -1012606 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1012963.187500 Penalty: 4380.963379
	Iteration 2F: 3 clusters Score -1012963 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1013255.187500 Penalty: 4380.963379
	Iteration 3F: 3 clusters Score -1013255 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1013493.000000 Penalty: 4380.963379
	Iteration 4F: 3 clusters Score -1013493 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1013682.625000 Penalty: 4380.963379
	Iteration 5Q: 3 clusters Score -1013683 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1013860.812500 Penalty: 4380.963379
	Iteration 6Q: 3 clusters Score -1013861 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1014015.562500 Penalty: 4380.963379
	Iteration 7Q: 3 clusters Score -1014016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1014137.187500 Penalty: 4380.963379
	Iteration 8Q: 3 clusters Score -1014137 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1014247.812500 Penalty: 4380.963379
	Iteration 9Q: 3 clusters Score -1014248 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1014380.312500 Penalty: 4380.963379
	Iteration 10Q: 3 clusters Score -1014380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1014536.875000 Penalty: 4380.963379
	Iteration 11Q: 3 clusters Score -1014537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1014735.437500 Penalty: 4380.963379
	Iteration 12Q: 3 clusters Score -1014735 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1014910.187500 Penalty: 4380.963379
	Iteration 13Q: 3 clusters Score -1014910 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1015086.625000 Penalty: 4380.963379
	Iteration 14Q: 3 clusters Score -1015087 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1015259.500000 Penalty: 4380.963379
	Iteration 15Q: 3 clusters Score -1015260 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1015447.437500 Penalty: 4380.963379
	Iteration 16Q: 3 clusters Score -1015447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1015662.562500 Penalty: 4380.963379
	Iteration 17Q: 3 clusters Score -1015663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1015843.125000 Penalty: 4380.963379
	Iteration 18Q: 3 clusters Score -1015843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1016005.875000 Penalty: 4380.963379
	Iteration 19Q: 3 clusters Score -1016006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1016126.750000 Penalty: 4380.963379
	Iteration 20F: 3 clusters Score -1016127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1016217.375000 Penalty: 4380.963379
	Iteration 21Q: 3 clusters Score -1016217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1016290.125000 Penalty: 4380.963379
	Iteration 22Q: 3 clusters Score -1016290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1016384.062500 Penalty: 4380.963379
	Iteration 23Q: 3 clusters Score -1016384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1016479.562500 Penalty: 4380.963379
	Iteration 24Q: 3 clusters Score -1016480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1016562.187500 Penalty: 4380.963379
	Iteration 25Q: 3 clusters Score -1016562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1016597.500000 Penalty: 4380.963379
	Iteration 26Q: 3 clusters Score -1016598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1016614.687500 Penalty: 4380.963379
	Iteration 27Q: 3 clusters Score -1016615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1016624.000000 Penalty: 4380.963379
	Iteration 28Q: 3 clusters Score -1016624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1016631.187500 Penalty: 4380.963379
	Iteration 29Q: 3 clusters Score -1016631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1016631.812500 Penalty: 4380.963379
	Iteration 30Q: 3 clusters Score -1016632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1016634.625000 Penalty: 4380.963379
	Iteration 31Q: 3 clusters Score -1016635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1016635.687500 Penalty: 4380.963379
	Iteration 32Q: 3 clusters Score -1016636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1016635.937500 Penalty: 4380.963379
	Iteration 33Q: 3 clusters Score -1016636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1016638.062500 Penalty: 4380.963379
	Iteration 34Q: 3 clusters Score -1016638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1016638.625000 Penalty: 4380.963379
	Iteration 35Q: 3 clusters Score -1016639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1016638.625000 Penalty: 4380.963379
	Iteration 36F: 3 clusters Score -1016639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -936880.187500 Penalty: 2164.247803
	Iteration 0F: 2 clusters Score -936880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -931633.812500 Penalty: 4328.495605
	Iteration 0F: 3 clusters Score -931633.8 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -932970.312500 Penalty: 4328.495605
	Iteration 1F: 3 clusters Score -932970.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -933295.062500 Penalty: 4328.495605
	Iteration 2F: 3 clusters Score -933295.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -933514.000000 Penalty: 4328.495605
	Iteration 3F: 3 clusters Score -933514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -933659.062500 Penalty: 4328.495605
	Iteration 4Q: 3 clusters Score -933659.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -933759.812500 Penalty: 4328.495605
	Iteration 5Q: 3 clusters Score -933759.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -933847.437500 Penalty: 4328.495605
	Iteration 6Q: 3 clusters Score -933847.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -933918.687500 Penalty: 4328.495605
	Iteration 7Q: 3 clusters Score -933918.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -933978.500000 Penalty: 4328.495605
	Iteration 8Q: 3 clusters Score -933978.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -934029.562500 Penalty: 4328.495605
	Iteration 9Q: 3 clusters Score -934029.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -934078.562500 Penalty: 4328.495605
	Iteration 10Q: 3 clusters Score -934078.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -934134.937500 Penalty: 4328.495605
	Iteration 11Q: 3 clusters Score -934134.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -934200.500000 Penalty: 4328.495605
	Iteration 12Q: 3 clusters Score -934200.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -934279.812500 Penalty: 4328.495605
	Iteration 13Q: 3 clusters Score -934279.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -934374.437500 Penalty: 4328.495605
	Iteration 14Q: 3 clusters Score -934374.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -934479.250000 Penalty: 4328.495605
	Iteration 15Q: 3 clusters Score -934479.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -934607.750000 Penalty: 4328.495605
	Iteration 16Q: 3 clusters Score -934607.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -934749.312500 Penalty: 4328.495605
	Iteration 17Q: 3 clusters Score -934749.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -934890.500000 Penalty: 4328.495605
	Iteration 18Q: 3 clusters Score -934890.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -935028.812500 Penalty: 4328.495605
	Iteration 19Q: 3 clusters Score -935028.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -935153.062500 Penalty: 4328.495605
	Iteration 20F: 3 clusters Score -935153.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -935256.437500 Penalty: 4328.495605
	Iteration 21Q: 3 clusters Score -935256.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -935332.625000 Penalty: 4328.495605
	Iteration 22Q: 3 clusters Score -935332.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -935379.500000 Penalty: 4328.495605
	Iteration 23Q: 3 clusters Score -935379.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -935419.375000 Penalty: 4328.495605
	Iteration 24Q: 3 clusters Score -935419.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -935452.687500 Penalty: 4328.495605
	Iteration 25Q: 3 clusters Score -935452.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -935476.750000 Penalty: 4328.495605
	Iteration 26Q: 3 clusters Score -935476.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -935499.812500 Penalty: 4328.495605
	Iteration 27Q: 3 clusters Score -935499.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -935517.562500 Penalty: 4328.495605
	Iteration 28Q: 3 clusters Score -935517.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -935525.625000 Penalty: 4328.495605
	Iteration 29Q: 3 clusters Score -935525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -935536.000000 Penalty: 4328.495605
	Iteration 30Q: 3 clusters Score -935536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -935540.937500 Penalty: 4328.495605
	Iteration 31Q: 3 clusters Score -935540.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -935544.750000 Penalty: 4328.495605
	Iteration 32Q: 3 clusters Score -935544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -935548.312500 Penalty: 4328.495605
	Iteration 33Q: 3 clusters Score -935548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -935552.000000 Penalty: 4328.495605
	Iteration 34Q: 3 clusters Score -935552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -935554.562500 Penalty: 4328.495605
	Iteration 35Q: 3 clusters Score -935554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -935559.250000 Penalty: 4328.495605
	Iteration 36Q: 3 clusters Score -935559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -935560.812500 Penalty: 4328.495605
	Iteration 37Q: 3 clusters Score -935560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -935562.250000 Penalty: 4328.495605
	Iteration 38Q: 3 clusters Score -935562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -935562.812500 Penalty: 4328.495605
	Iteration 39Q: 3 clusters Score -935562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -935564.437500 Penalty: 4328.495605
	Iteration 40F: 3 clusters Score -935564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -2665083.250000 Penalty: 2415.161377
	Iteration 0F: 2 clusters Score -2665083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2652917.500000 Penalty: 4830.322754
	Iteration 0F: 3 clusters Score -2652918 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2656812.000000 Penalty: 4830.322754
	Iteration 1F: 3 clusters Score -2656812 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2657150.250000 Penalty: 4830.322754
	Iteration 2F: 3 clusters Score -2657150 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2657388.000000 Penalty: 4830.322754
	Iteration 3Q: 3 clusters Score -2657388 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2657579.000000 Penalty: 4830.322754
	Iteration 4Q: 3 clusters Score -2657579 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2657761.000000 Penalty: 4830.322754
	Iteration 5Q: 3 clusters Score -2657761 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2657925.000000 Penalty: 4830.322754
	Iteration 6Q: 3 clusters Score -2657925 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2658084.000000 Penalty: 4830.322754
	Iteration 7Q: 3 clusters Score -2658084 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2658332.750000 Penalty: 4830.322754
	Iteration 8Q: 3 clusters Score -2658333 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2658663.500000 Penalty: 4830.322754
	Iteration 9Q: 3 clusters Score -2658664 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2659159.750000 Penalty: 4830.322754
	Iteration 10F: 3 clusters Score -2659160 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2659800.250000 Penalty: 4830.322754
	Iteration 11F: 3 clusters Score -2659800 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2660527.750000 Penalty: 4830.322754
	Iteration 12F: 3 clusters Score -2660528 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2661281.250000 Penalty: 4830.322754
	Iteration 13F: 3 clusters Score -2661281 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2661908.250000 Penalty: 4830.322754
	Iteration 14Q: 3 clusters Score -2661908 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2662328.750000 Penalty: 4830.322754
	Iteration 15Q: 3 clusters Score -2662329 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2662563.250000 Penalty: 4830.322754
	Iteration 16Q: 3 clusters Score -2662563 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2662711.000000 Penalty: 4830.322754
	Iteration 17Q: 3 clusters Score -2662711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2662796.500000 Penalty: 4830.322754
	Iteration 18Q: 3 clusters Score -2662796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2662864.750000 Penalty: 4830.322754
	Iteration 19Q: 3 clusters Score -2662865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2662903.250000 Penalty: 4830.322754
	Iteration 20F: 3 clusters Score -2662903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2662933.250000 Penalty: 4830.322754
	Iteration 21Q: 3 clusters Score -2662933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2662956.000000 Penalty: 4830.322754
	Iteration 22Q: 3 clusters Score -2662956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2662972.250000 Penalty: 4830.322754
	Iteration 23Q: 3 clusters Score -2662972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2662994.750000 Penalty: 4830.322754
	Iteration 24Q: 3 clusters Score -2662995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2662998.750000 Penalty: 4830.322754
	Iteration 25Q: 3 clusters Score -2662999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2663010.750000 Penalty: 4830.322754
	Iteration 26Q: 3 clusters Score -2663011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2663010.500000 Penalty: 4830.322754
	Iteration 27Q: 3 clusters Score -2663010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2663010.500000 Penalty: 4830.322754
	Iteration 28Q: 3 clusters Score -2663010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2663010.500000 Penalty: 4830.322754
	Iteration 29F: 3 clusters Score -2663010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -2290966.500000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -2290966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2280253.000000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -2280253 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2283727.500000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -2283728 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2284285.000000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -2284285 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2285008.750000 Penalty: 4756.406738
	Iteration 3F: 3 clusters Score -2285009 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2285971.250000 Penalty: 4756.406738
	Iteration 4F: 3 clusters Score -2285971 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2287042.250000 Penalty: 4756.406738
	Iteration 5F: 3 clusters Score -2287042 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2287944.750000 Penalty: 4756.406738
	Iteration 6F: 3 clusters Score -2287945 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2288462.500000 Penalty: 4756.406738
	Iteration 7F: 3 clusters Score -2288462 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2288717.500000 Penalty: 4756.406738
	Iteration 8Q: 3 clusters Score -2288718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2288846.000000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -2288846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2288916.750000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -2288917 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2288945.000000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -2288945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2288958.000000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -2288958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2288968.500000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -2288968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2288978.000000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -2288978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2288983.750000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -2288984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2288987.000000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -2288987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2288988.250000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -2288988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2288990.000000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -2288990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2288997.000000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -2288997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2288996.500000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -2288996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2288995.250000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -2288995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2288995.000000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -2288995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2288994.000000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -2288994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2288997.000000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -2288997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2288995.000000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -2288995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2288995.500000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -2288996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2288998.000000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -2288998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2289002.500000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -2289002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2289002.500000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -2289002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2289005.750000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -2289006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2289009.500000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -2289010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2289003.500000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -2289004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2289003.000000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -2289003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2289006.500000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -2289006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2289006.000000 Penalty: 4756.406738
	Iteration 35Q: 3 clusters Score -2289006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2289004.250000 Penalty: 4756.406738
	Iteration 36Q: 3 clusters Score -2289004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2289013.000000 Penalty: 4756.406738
	Iteration 37Q: 3 clusters Score -2289013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2289012.500000 Penalty: 4756.406738
	Iteration 38Q: 3 clusters Score -2289012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2289010.000000 Penalty: 4756.406738
	Iteration 39Q: 3 clusters Score -2289010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2289012.750000 Penalty: 4756.406738
	Iteration 40F: 3 clusters Score -2289013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1071831.500000 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -1071832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1065888.250000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -1065888 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1067581.750000 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -1067582 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1067966.000000 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -1067966 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1068276.625000 Penalty: 4408.275391
	Iteration 3F: 3 clusters Score -1068277 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1068539.750000 Penalty: 4408.275391
	Iteration 4F: 3 clusters Score -1068540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1068760.250000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -1068760 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1068937.250000 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -1068937 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1069082.750000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -1069083 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1069217.875000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -1069218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1069344.250000 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -1069344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1069474.875000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -1069475 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1069571.750000 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -1069572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1069660.000000 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -1069660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1069731.500000 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -1069732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1069797.000000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -1069797 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1069852.625000 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -1069853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1069895.750000 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -1069896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1069927.750000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -1069928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1069963.000000 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -1069963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1069993.625000 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -1069994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1070018.375000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -1070018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1070044.125000 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -1070044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1070066.750000 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -1070067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1070082.375000 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -1070082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1070101.625000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -1070102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1070119.125000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -1070119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1070134.875000 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -1070135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1070145.750000 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -1070146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1070158.000000 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -1070158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1070167.375000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -1070167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1070169.500000 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -1070170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1070175.750000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -1070176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1070180.375000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -1070180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1070189.250000 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -1070189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1070189.500000 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -1070190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1070191.625000 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -1070192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1070193.750000 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -1070194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1070196.125000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -1070196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1070198.500000 Penalty: 4408.275391
	Iteration 38Q: 3 clusters Score -1070198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1070201.000000 Penalty: 4408.275391
	Iteration 39Q: 3 clusters Score -1070201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1070207.125000 Penalty: 4408.275391
	Iteration 40F: 3 clusters Score -1070207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1070210.375000 Penalty: 4408.275391
	Iteration 41Q: 3 clusters Score -1070210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1070214.875000 Penalty: 4408.275391
	Iteration 42Q: 3 clusters Score -1070215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1070220.000000 Penalty: 4408.275391
	Iteration 43Q: 3 clusters Score -1070220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1070224.500000 Penalty: 4408.275391
	Iteration 44Q: 3 clusters Score -1070224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1070225.375000 Penalty: 4408.275391
	Iteration 45Q: 3 clusters Score -1070225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1070232.250000 Penalty: 4408.275391
	Iteration 46Q: 3 clusters Score -1070232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1070236.750000 Penalty: 4408.275391
	Iteration 47Q: 3 clusters Score -1070237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1070238.750000 Penalty: 4408.275391
	Iteration 48Q: 3 clusters Score -1070239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1070240.625000 Penalty: 4408.275391
	Iteration 49Q: 3 clusters Score -1070241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1070241.750000 Penalty: 4408.275391
	Iteration 50Q: 3 clusters Score -1070242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1070242.875000 Penalty: 4408.275391
	Iteration 51Q: 3 clusters Score -1070243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1070244.000000 Penalty: 4408.275391
	Iteration 52Q: 3 clusters Score -1070244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1070244.000000 Penalty: 4408.275391
	Iteration 53Q: 3 clusters Score -1070244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1070243.000000 Penalty: 4408.275391
	Iteration 54Q: 3 clusters Score -1070243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1070243.750000 Penalty: 4408.275391
	Iteration 55Q: 3 clusters Score -1070244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1070243.750000 Penalty: 4408.275391
	Iteration 56F: 3 clusters Score -1070244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -114079.062500 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -114079.1 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 364 members 
Entering Unmasked Estep 
Score: -112360.250000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -112360.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112588.960938 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -112589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112672.804688 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -112672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112708.148438 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -112708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112726.601562 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -112726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112742.734375 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -112742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112744.023438 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -112744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112744.023438 Penalty: 3279.572266
	Iteration 7F: 3 clusters Score -112744 nChanged 0
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364712672.000000 Penalty: 156606.718750
24->44 Clusters: Score -364712672.000000, best is -364750048.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 795669 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 33169 members 
Mstep: Class 3 contains 32983 members 
Mstep: Class 4 contains 33251 members 
Mstep: Class 5 contains 32837 members 
Mstep: Class 6 contains 33138 members 
Mstep: Class 7 contains 33409 members 
Mstep: Class 8 contains 33261 members 
Mstep: Class 9 contains 33328 members 
Mstep: Class 10 contains 33079 members 
Mstep: Class 11 contains 33002 members 
Mstep: Class 12 contains 32983 members 
Mstep: Class 13 contains 32696 members 
Mstep: Class 14 contains 33328 members 
Mstep: Class 15 contains 33297 members 
Mstep: Class 16 contains 33126 members 
Mstep: Class 17 contains 33124 members 
Mstep: Class 18 contains 33220 members 
Mstep: Class 19 contains 33113 members 
Mstep: Class 20 contains 33269 members 
Mstep: Class 21 contains 33076 members 
Mstep: Class 22 contains 33441 members 
Mstep: Class 23 contains 33295 members 
Mstep: Class 24 contains 33212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2200.746094 but Gain 3369.562500
Score: -114391992.000000 Penalty: 77499.898438
Iteration 0F: 24 clusters Score -1.14392e+08 nChanged 762300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 472583 members 
Mstep: Class 4 contains 24828 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 81345 members 
Mstep: Class 8 contains 33915 members 
Mstep: Class 9 contains 25649 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4151 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 14471 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 31360 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 17371 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2601.225342 but Gain 3369.562500
Score: -117228640.000000 Penalty: 74130.335938
Iteration 1F: 23 clusters Score -1.172286e+08 nChanged 299375
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 363893 members 
Mstep: Class 4 contains 31977 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 143398 members 
Mstep: Class 8 contains 35273 members 
Mstep: Class 9 contains 66635 members 
Mstep: Class 10 contains 7585 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 15946 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 6068 members 
Mstep: Class 17 contains 7310 members 
Mstep: Class 18 contains 33359 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 4028 members 
Mstep: Class 21 contains 24059 members 
Mstep: Class 22 contains 9911 members 
Mstep: Class 23 contains 5784 members 
Mstep: Class 24 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118371624.000000 Penalty: 74130.335938
Iteration 2F: 23 clusters Score -1.183716e+08 nChanged 257016
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 237983 members 
Mstep: Class 4 contains 36720 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 186330 members 
Mstep: Class 8 contains 33416 members 
Mstep: Class 9 contains 111228 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 15669 members 
Mstep: Class 15 contains 10801 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 20572 members 
Mstep: Class 18 contains 35686 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 35948 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119090752.000000 Penalty: 74130.335938
Iteration 3F: 23 clusters Score -1.190908e+08 nChanged 171007
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32702 members 
Mstep: Class 3 contains 186313 members 
Mstep: Class 4 contains 39827 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 180340 members 
Mstep: Class 8 contains 30200 members 
Mstep: Class 9 contains 123500 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 14457 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 43137 members 
Mstep: Class 18 contains 40648 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 2483 members 
Mstep: Class 21 contains 41310 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 7263 members 
Mstep: Class 24 contains 3242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119475320.000000 Penalty: 74130.335938
Iteration 4F: 23 clusters Score -1.194753e+08 nChanged 112459
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37756 members 
Mstep: Class 3 contains 150103 members 
Mstep: Class 4 contains 40701 members 
Mstep: Class 6 contains 7738 members 
Mstep: Class 7 contains 183346 members 
Mstep: Class 8 contains 29335 members 
Mstep: Class 9 contains 125127 members 
Mstep: Class 10 contains 12783 members 
Mstep: Class 12 contains 3869 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 13668 members 
Mstep: Class 15 contains 14537 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 59852 members 
Mstep: Class 18 contains 43636 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 40757 members 
Mstep: Class 22 contains 9599 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119726168.000000 Penalty: 74130.335938
Iteration 5F: 23 clusters Score -1.197262e+08 nChanged 73437
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41555 members 
Mstep: Class 3 contains 140470 members 
Mstep: Class 4 contains 41003 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 180039 members 
Mstep: Class 8 contains 29781 members 
Mstep: Class 9 contains 121717 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 12 contains 4498 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 12538 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 67625 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 22 contains 10038 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119870384.000000 Penalty: 74130.335938
Iteration 6F: 23 clusters Score -1.198704e+08 nChanged 51129
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45672 members 
Mstep: Class 3 contains 141516 members 
Mstep: Class 4 contains 41217 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 171904 members 
Mstep: Class 8 contains 30154 members 
Mstep: Class 9 contains 116574 members 
Mstep: Class 10 contains 19831 members 
Mstep: Class 12 contains 4802 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 11598 members 
Mstep: Class 15 contains 17440 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 73362 members 
Mstep: Class 18 contains 40641 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 36196 members 
Mstep: Class 22 contains 9952 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119929464.000000 Penalty: 74130.335938
Iteration 7F: 23 clusters Score -1.199295e+08 nChanged 37860
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 142456 members 
Mstep: Class 4 contains 40606 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 165635 members 
Mstep: Class 8 contains 30618 members 
Mstep: Class 9 contains 111256 members 
Mstep: Class 10 contains 22679 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 18474 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 78068 members 
Mstep: Class 18 contains 39854 members 
Mstep: Class 19 contains 1375 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 32877 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 15186 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119965528.000000 Penalty: 74130.335938
Iteration 8Q: 23 clusters Score -1.199655e+08 nChanged 30332
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 53655 members 
Mstep: Class 3 contains 142748 members 
Mstep: Class 4 contains 39382 members 
Mstep: Class 6 contains 10425 members 
Mstep: Class 7 contains 161088 members 
Mstep: Class 8 contains 31040 members 
Mstep: Class 9 contains 106467 members 
Mstep: Class 10 contains 25182 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 19304 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 81892 members 
Mstep: Class 18 contains 39593 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 29799 members 
Mstep: Class 22 contains 10565 members 
Mstep: Class 23 contains 16814 members 
Mstep: Class 24 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119994776.000000 Penalty: 74130.335938
Iteration 9Q: 23 clusters Score -1.199948e+08 nChanged 25646
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 56668 members 
Mstep: Class 3 contains 142695 members 
Mstep: Class 4 contains 38368 members 
Mstep: Class 6 contains 11001 members 
Mstep: Class 7 contains 157412 members 
Mstep: Class 8 contains 31324 members 
Mstep: Class 9 contains 102426 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 12 contains 4779 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 20079 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 84822 members 
Mstep: Class 18 contains 39550 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 27334 members 
Mstep: Class 22 contains 10977 members 
Mstep: Class 23 contains 18262 members 
Mstep: Class 24 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120017672.000000 Penalty: 74130.335938
Iteration 10Q: 23 clusters Score -1.200177e+08 nChanged 21611
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 58776 members 
Mstep: Class 3 contains 142324 members 
Mstep: Class 4 contains 38039 members 
Mstep: Class 6 contains 11490 members 
Mstep: Class 7 contains 154406 members 
Mstep: Class 8 contains 31497 members 
Mstep: Class 9 contains 98894 members 
Mstep: Class 10 contains 28452 members 
Mstep: Class 12 contains 4629 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 20877 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 86999 members 
Mstep: Class 18 contains 39385 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 25583 members 
Mstep: Class 22 contains 11386 members 
Mstep: Class 23 contains 19793 members 
Mstep: Class 24 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120033328.000000 Penalty: 74130.335938
Iteration 11Q: 23 clusters Score -1.200333e+08 nChanged 18907
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 60360 members 
Mstep: Class 3 contains 141713 members 
Mstep: Class 4 contains 38111 members 
Mstep: Class 6 contains 11892 members 
Mstep: Class 7 contains 151703 members 
Mstep: Class 8 contains 31651 members 
Mstep: Class 9 contains 95396 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 11930 members 
Mstep: Class 15 contains 21695 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 88666 members 
Mstep: Class 18 contains 39145 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 24425 members 
Mstep: Class 22 contains 11780 members 
Mstep: Class 23 contains 21800 members 
Mstep: Class 24 contains 2373 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -1.20048e+08 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61503 members 
Mstep: Class 3 contains 140794 members 
Mstep: Class 4 contains 38377 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 149391 members 
Mstep: Class 8 contains 31915 members 
Mstep: Class 9 contains 91724 members 
Mstep: Class 10 contains 29896 members 
Mstep: Class 12 contains 4263 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 12402 members 
Mstep: Class 15 contains 22688 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 89856 members 
Mstep: Class 18 contains 38848 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 23562 members 
Mstep: Class 22 contains 12133 members 
Mstep: Class 23 contains 24541 members 
Mstep: Class 24 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 13Q: 23 clusters Score -1.200626e+08 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62334 members 
Mstep: Class 3 contains 139546 members 
Mstep: Class 4 contains 38799 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 147402 members 
Mstep: Class 8 contains 32214 members 
Mstep: Class 9 contains 87842 members 
Mstep: Class 10 contains 30148 members 
Mstep: Class 12 contains 4110 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 12849 members 
Mstep: Class 15 contains 23752 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 90630 members 
Mstep: Class 18 contains 38547 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 22873 members 
Mstep: Class 22 contains 12473 members 
Mstep: Class 23 contains 28123 members 
Mstep: Class 24 contains 2344 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.200791e+08 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 62990 members 
Mstep: Class 3 contains 137958 members 
Mstep: Class 4 contains 39290 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 7 contains 145714 members 
Mstep: Class 8 contains 32514 members 
Mstep: Class 9 contains 84550 members 
Mstep: Class 10 contains 30280 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 13335 members 
Mstep: Class 15 contains 24560 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 91252 members 
Mstep: Class 18 contains 38281 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12757 members 
Mstep: Class 23 contains 31732 members 
Mstep: Class 24 contains 2331 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.200933e+08 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 63516 members 
Mstep: Class 3 contains 136367 members 
Mstep: Class 4 contains 39810 members 
Mstep: Class 6 contains 12535 members 
Mstep: Class 7 contains 144234 members 
Mstep: Class 8 contains 32723 members 
Mstep: Class 9 contains 82418 members 
Mstep: Class 10 contains 30413 members 
Mstep: Class 12 contains 3829 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 25211 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 91802 members 
Mstep: Class 18 contains 37947 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 21684 members 
Mstep: Class 22 contains 13085 members 
Mstep: Class 23 contains 34356 members 
Mstep: Class 24 contains 2330 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.201039e+08 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 63931 members 
Mstep: Class 3 contains 134974 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 142969 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 81205 members 
Mstep: Class 10 contains 30527 members 
Mstep: Class 12 contains 3717 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 14312 members 
Mstep: Class 15 contains 25704 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 92338 members 
Mstep: Class 18 contains 37496 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 21211 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 36076 members 
Mstep: Class 24 contains 2330 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.201107e+08 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64153 members 
Mstep: Class 3 contains 133882 members 
Mstep: Class 4 contains 40877 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 141825 members 
Mstep: Class 8 contains 33071 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 30636 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 4072 members 
Mstep: Class 14 contains 14708 members 
Mstep: Class 15 contains 26133 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 92847 members 
Mstep: Class 18 contains 37032 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 1608 members 
Mstep: Class 21 contains 20830 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 37177 members 
Mstep: Class 24 contains 2330 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.201156e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64304 members 
Mstep: Class 3 contains 132877 members 
Mstep: Class 4 contains 41422 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 140734 members 
Mstep: Class 8 contains 33178 members 
Mstep: Class 9 contains 79917 members 
Mstep: Class 10 contains 30690 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 4109 members 
Mstep: Class 14 contains 15143 members 
Mstep: Class 15 contains 26534 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 93371 members 
Mstep: Class 18 contains 36598 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 21 contains 20522 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 38011 members 
Mstep: Class 24 contains 2329 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.2012e+08 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64411 members 
Mstep: Class 3 contains 132012 members 
Mstep: Class 4 contains 41976 members 
Mstep: Class 6 contains 12726 members 
Mstep: Class 7 contains 139724 members 
Mstep: Class 8 contains 33229 members 
Mstep: Class 9 contains 79588 members 
Mstep: Class 10 contains 30751 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 15507 members 
Mstep: Class 15 contains 26902 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 93872 members 
Mstep: Class 18 contains 36045 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 20291 members 
Mstep: Class 22 contains 14370 members 
Mstep: Class 23 contains 38728 members 
Mstep: Class 24 contains 2329 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.201244e+08 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64471 members 
Mstep: Class 3 contains 131139 members 
Mstep: Class 4 contains 42775 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 138540 members 
Mstep: Class 8 contains 33172 members 
Mstep: Class 9 contains 79335 members 
Mstep: Class 10 contains 30740 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 15864 members 
Mstep: Class 15 contains 27264 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 94339 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 1602 members 
Mstep: Class 21 contains 20132 members 
Mstep: Class 22 contains 14805 members 
Mstep: Class 23 contains 39391 members 
Mstep: Class 24 contains 2133 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.201298e+08 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64542 members 
Mstep: Class 3 contains 130379 members 
Mstep: Class 4 contains 43765 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 137173 members 
Mstep: Class 8 contains 33133 members 
Mstep: Class 9 contains 79145 members 
Mstep: Class 10 contains 30841 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 16224 members 
Mstep: Class 15 contains 27568 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 94791 members 
Mstep: Class 18 contains 34860 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 21 contains 20032 members 
Mstep: Class 22 contains 15186 members 
Mstep: Class 23 contains 39919 members 
Mstep: Class 24 contains 1929 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.201338e+08 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 64591 members 
Mstep: Class 3 contains 129757 members 
Mstep: Class 4 contains 45030 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 135599 members 
Mstep: Class 8 contains 33004 members 
Mstep: Class 9 contains 78986 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 27847 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 95280 members 
Mstep: Class 18 contains 34178 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 19977 members 
Mstep: Class 22 contains 15586 members 
Mstep: Class 23 contains 40335 members 
Mstep: Class 24 contains 1806 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.201389e+08 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 64620 members 
Mstep: Class 3 contains 129221 members 
Mstep: Class 4 contains 46716 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 133735 members 
Mstep: Class 8 contains 32708 members 
Mstep: Class 9 contains 78869 members 
Mstep: Class 10 contains 31219 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 28091 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 95783 members 
Mstep: Class 18 contains 33479 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1579 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 15992 members 
Mstep: Class 23 contains 40577 members 
Mstep: Class 24 contains 1741 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.201443e+08 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 64645 members 
Mstep: Class 3 contains 128740 members 
Mstep: Class 4 contains 48931 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 131539 members 
Mstep: Class 8 contains 32206 members 
Mstep: Class 9 contains 78754 members 
Mstep: Class 10 contains 31441 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 17350 members 
Mstep: Class 15 contains 28321 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 96316 members 
Mstep: Class 18 contains 32754 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 19881 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 40682 members 
Mstep: Class 24 contains 1709 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.201502e+08 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 64702 members 
Mstep: Class 3 contains 128326 members 
Mstep: Class 4 contains 51856 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 128840 members 
Mstep: Class 8 contains 31396 members 
Mstep: Class 9 contains 78665 members 
Mstep: Class 10 contains 31627 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 17687 members 
Mstep: Class 15 contains 28563 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 96934 members 
Mstep: Class 18 contains 31965 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1561 members 
Mstep: Class 21 contains 19876 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 40710 members 
Mstep: Class 24 contains 1703 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.201574e+08 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 64775 members 
Mstep: Class 3 contains 127998 members 
Mstep: Class 4 contains 55245 members 
Mstep: Class 6 contains 12696 members 
Mstep: Class 7 contains 125757 members 
Mstep: Class 8 contains 30369 members 
Mstep: Class 9 contains 78582 members 
Mstep: Class 10 contains 31840 members 
Mstep: Class 12 contains 3283 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 28768 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 97691 members 
Mstep: Class 18 contains 31094 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 19888 members 
Mstep: Class 22 contains 17363 members 
Mstep: Class 23 contains 40709 members 
Mstep: Class 24 contains 1696 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.201638e+08 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 64860 members 
Mstep: Class 3 contains 127695 members 
Mstep: Class 4 contains 58617 members 
Mstep: Class 6 contains 12686 members 
Mstep: Class 7 contains 122627 members 
Mstep: Class 8 contains 29274 members 
Mstep: Class 9 contains 78505 members 
Mstep: Class 10 contains 32077 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 98707 members 
Mstep: Class 18 contains 30154 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 19870 members 
Mstep: Class 22 contains 17818 members 
Mstep: Class 23 contains 40705 members 
Mstep: Class 24 contains 1695 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.201705e+08 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 64926 members 
Mstep: Class 3 contains 127448 members 
Mstep: Class 4 contains 62161 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 119152 members 
Mstep: Class 8 contains 28198 members 
Mstep: Class 9 contains 78488 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 4438 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 29154 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 100063 members 
Mstep: Class 18 contains 29106 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 22 contains 18272 members 
Mstep: Class 23 contains 40671 members 
Mstep: Class 24 contains 1695 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.201788e+08 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65014 members 
Mstep: Class 3 contains 127223 members 
Mstep: Class 4 contains 66165 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 114700 members 
Mstep: Class 8 contains 27166 members 
Mstep: Class 9 contains 78463 members 
Mstep: Class 10 contains 32320 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 4456 members 
Mstep: Class 14 contains 18522 members 
Mstep: Class 15 contains 29390 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 102005 members 
Mstep: Class 18 contains 27928 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 18650 members 
Mstep: Class 23 contains 40692 members 
Mstep: Class 24 contains 1695 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.201961e+08 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65162 members 
Mstep: Class 3 contains 126994 members 
Mstep: Class 4 contains 70301 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 110321 members 
Mstep: Class 8 contains 25945 members 
Mstep: Class 9 contains 78490 members 
Mstep: Class 10 contains 32259 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 4479 members 
Mstep: Class 14 contains 18618 members 
Mstep: Class 15 contains 29635 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 104217 members 
Mstep: Class 18 contains 26480 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 19940 members 
Mstep: Class 22 contains 18992 members 
Mstep: Class 23 contains 40685 members 
Mstep: Class 24 contains 1692 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.202299e+08 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65383 members 
Mstep: Class 3 contains 126816 members 
Mstep: Class 4 contains 73904 members 
Mstep: Class 6 contains 12695 members 
Mstep: Class 7 contains 109502 members 
Mstep: Class 8 contains 24261 members 
Mstep: Class 9 contains 78555 members 
Mstep: Class 10 contains 32088 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 4507 members 
Mstep: Class 14 contains 18668 members 
Mstep: Class 15 contains 29938 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 103949 members 
Mstep: Class 18 contains 24670 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20368 members 
Mstep: Class 22 contains 19251 members 
Mstep: Class 23 contains 40661 members 
Mstep: Class 24 contains 1694 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -1.202457e+08 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65567 members 
Mstep: Class 3 contains 126668 members 
Mstep: Class 4 contains 76898 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 109730 members 
Mstep: Class 8 contains 23131 members 
Mstep: Class 9 contains 78569 members 
Mstep: Class 10 contains 32354 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 4498 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 30135 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 102207 members 
Mstep: Class 18 contains 23320 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20758 members 
Mstep: Class 22 contains 19450 members 
Mstep: Class 23 contains 40616 members 
Mstep: Class 24 contains 1695 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -1.202496e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65675 members 
Mstep: Class 3 contains 126526 members 
Mstep: Class 4 contains 79467 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 110065 members 
Mstep: Class 8 contains 22548 members 
Mstep: Class 9 contains 78496 members 
Mstep: Class 10 contains 32745 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 14 contains 18599 members 
Mstep: Class 15 contains 30265 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 100169 members 
Mstep: Class 18 contains 22417 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20889 members 
Mstep: Class 22 contains 19630 members 
Mstep: Class 23 contains 40585 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -1.202526e+08 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65757 members 
Mstep: Class 3 contains 126392 members 
Mstep: Class 4 contains 81496 members 
Mstep: Class 6 contains 12630 members 
Mstep: Class 7 contains 110376 members 
Mstep: Class 8 contains 22136 members 
Mstep: Class 9 contains 78381 members 
Mstep: Class 10 contains 33119 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4510 members 
Mstep: Class 14 contains 18574 members 
Mstep: Class 15 contains 30334 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 98505 members 
Mstep: Class 18 contains 21780 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20908 members 
Mstep: Class 22 contains 19786 members 
Mstep: Class 23 contains 40544 members 
Mstep: Class 24 contains 1698 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -1.202545e+08 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65806 members 
Mstep: Class 3 contains 126263 members 
Mstep: Class 4 contains 82841 members 
Mstep: Class 6 contains 12611 members 
Mstep: Class 7 contains 110605 members 
Mstep: Class 8 contains 21842 members 
Mstep: Class 9 contains 78235 members 
Mstep: Class 10 contains 33410 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 18544 members 
Mstep: Class 15 contains 30422 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 97442 members 
Mstep: Class 18 contains 21385 members 
Mstep: Class 19 contains 1313 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20874 members 
Mstep: Class 22 contains 19909 members 
Mstep: Class 23 contains 40526 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120255384.000000 Penalty: 74130.335938
Iteration 36Q: 23 clusters Score -1.202554e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65853 members 
Mstep: Class 3 contains 126139 members 
Mstep: Class 4 contains 83605 members 
Mstep: Class 6 contains 12589 members 
Mstep: Class 7 contains 110776 members 
Mstep: Class 8 contains 21619 members 
Mstep: Class 9 contains 78090 members 
Mstep: Class 10 contains 33616 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 18519 members 
Mstep: Class 15 contains 30529 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 96880 members 
Mstep: Class 18 contains 21145 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 20843 members 
Mstep: Class 22 contains 20006 members 
Mstep: Class 23 contains 40504 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120256160.000000 Penalty: 74130.335938
Iteration 37Q: 23 clusters Score -1.202562e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65899 members 
Mstep: Class 3 contains 126039 members 
Mstep: Class 4 contains 84038 members 
Mstep: Class 6 contains 12577 members 
Mstep: Class 7 contains 110907 members 
Mstep: Class 8 contains 21403 members 
Mstep: Class 9 contains 77969 members 
Mstep: Class 10 contains 33745 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 18482 members 
Mstep: Class 15 contains 30646 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 96602 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20832 members 
Mstep: Class 22 contains 20115 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120256680.000000 Penalty: 74130.335938
Iteration 38Q: 23 clusters Score -1.202567e+08 nChanged 1627
Entering ConstructFrom: 
Score: -120256680.000000 Penalty: 74130.335938
Entering ConstructFrom: 
Trying to split cluster 1 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -151554.921875 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -151554.9 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 529 members 
Entering Unmasked Estep 
Score: -149767.171875 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -149767.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150431.359375 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -150431.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151393.859375 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -151393.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152500.468750 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -152500.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -152767.203125 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -152767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152819.015625 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -152819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152830.906250 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -152830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152830.906250 Penalty: 3457.482178
	Iteration 7F: 3 clusters Score -152830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 125970 members 
Mstep: Class 4 contains 84287 members 
Mstep: Class 5 contains 844 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 77881 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
Score: -120256568.000000 Penalty: 77499.898438
Splitting cluster 1 changes total score from -120256680.000000 to -120256568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Entering Unmasked Estep 
Score: -10176727.000000 Penalty: 2751.838135
	Iteration 0F: 2 clusters Score -1.017673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -10132679.000000 Penalty: 5503.676270
	Iteration 0F: 3 clusters Score -1.013268e+07 nChanged 30690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -10150652.000000 Penalty: 5503.676270
	Iteration 1F: 3 clusters Score -1.015065e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -10151893.000000 Penalty: 5503.676270
	Iteration 2Q: 3 clusters Score -1.015189e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -10153551.000000 Penalty: 5503.676270
	Iteration 3Q: 3 clusters Score -1.015355e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -10155410.000000 Penalty: 5503.676270
	Iteration 4F: 3 clusters Score -1.015541e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -10157406.000000 Penalty: 5503.676270
	Iteration 5F: 3 clusters Score -1.015741e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -10159293.000000 Penalty: 5503.676270
	Iteration 6F: 3 clusters Score -1.015929e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -10160932.000000 Penalty: 5503.676270
	Iteration 7F: 3 clusters Score -1.016093e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -10162404.000000 Penalty: 5503.676270
	Iteration 8Q: 3 clusters Score -1.01624e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -10163847.000000 Penalty: 5503.676270
	Iteration 9Q: 3 clusters Score -1.016385e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -10165307.000000 Penalty: 5503.676270
	Iteration 10Q: 3 clusters Score -1.016531e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -10166889.000000 Penalty: 5503.676270
	Iteration 11Q: 3 clusters Score -1.016689e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -10168409.000000 Penalty: 5503.676270
	Iteration 12Q: 3 clusters Score -1.016841e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -10170057.000000 Penalty: 5503.676270
	Iteration 13Q: 3 clusters Score -1.017006e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -10171582.000000 Penalty: 5503.676270
	Iteration 14Q: 3 clusters Score -1.017158e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10172970.000000 Penalty: 5503.676270
	Iteration 15Q: 3 clusters Score -1.017297e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -10174051.000000 Penalty: 5503.676270
	Iteration 16Q: 3 clusters Score -1.017405e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -10174703.000000 Penalty: 5503.676270
	Iteration 17Q: 3 clusters Score -1.01747e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -10175133.000000 Penalty: 5503.676270
	Iteration 18Q: 3 clusters Score -1.017513e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -10175420.000000 Penalty: 5503.676270
	Iteration 19Q: 3 clusters Score -1.017542e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -10175604.000000 Penalty: 5503.676270
	Iteration 20F: 3 clusters Score -1.01756e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -10175721.000000 Penalty: 5503.676270
	Iteration 21Q: 3 clusters Score -1.017572e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -10175815.000000 Penalty: 5503.676270
	Iteration 22Q: 3 clusters Score -1.017582e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -10175883.000000 Penalty: 5503.676270
	Iteration 23Q: 3 clusters Score -1.017588e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -10175918.000000 Penalty: 5503.676270
	Iteration 24Q: 3 clusters Score -1.017592e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -10175967.000000 Penalty: 5503.676270
	Iteration 25Q: 3 clusters Score -1.017597e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -10176003.000000 Penalty: 5503.676270
	Iteration 26Q: 3 clusters Score -1.0176e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -10176033.000000 Penalty: 5503.676270
	Iteration 27Q: 3 clusters Score -1.017603e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -10176068.000000 Penalty: 5503.676270
	Iteration 28Q: 3 clusters Score -1.017607e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -10176080.000000 Penalty: 5503.676270
	Iteration 29Q: 3 clusters Score -1.017608e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -10176111.000000 Penalty: 5503.676270
	Iteration 30Q: 3 clusters Score -1.017611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -10176122.000000 Penalty: 5503.676270
	Iteration 31Q: 3 clusters Score -1.017612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -10176140.000000 Penalty: 5503.676270
	Iteration 32Q: 3 clusters Score -1.017614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -10176145.000000 Penalty: 5503.676270
	Iteration 33Q: 3 clusters Score -1.017614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -10176152.000000 Penalty: 5503.676270
	Iteration 34Q: 3 clusters Score -1.017615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -10176160.000000 Penalty: 5503.676270
	Iteration 35Q: 3 clusters Score -1.017616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -10176155.000000 Penalty: 5503.676270
	Iteration 36Q: 3 clusters Score -1.017616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -10176162.000000 Penalty: 5503.676270
	Iteration 37Q: 3 clusters Score -1.017616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -10176167.000000 Penalty: 5503.676270
	Iteration 38Q: 3 clusters Score -1.017617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -10176153.000000 Penalty: 5503.676270
	Iteration 39Q: 3 clusters Score -1.017615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -10176147.000000 Penalty: 5503.676270
	Iteration 40F: 3 clusters Score -1.017615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -10176146.000000 Penalty: 5503.676270
	Iteration 41Q: 3 clusters Score -1.017615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -10176177.000000 Penalty: 5503.676270
	Iteration 42Q: 3 clusters Score -1.017618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -10176159.000000 Penalty: 5503.676270
	Iteration 43Q: 3 clusters Score -1.017616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -10176161.000000 Penalty: 5503.676270
	Iteration 44Q: 3 clusters Score -1.017616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -10176149.000000 Penalty: 5503.676270
	Iteration 45Q: 3 clusters Score -1.017615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -10176150.000000 Penalty: 5503.676270
	Iteration 46Q: 3 clusters Score -1.017615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -10176155.000000 Penalty: 5503.676270
	Iteration 47Q: 3 clusters Score -1.017616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -10176156.000000 Penalty: 5503.676270
	Iteration 48Q: 3 clusters Score -1.017616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -10176154.000000 Penalty: 5503.676270
	Iteration 49Q: 3 clusters Score -1.017615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -10176154.000000 Penalty: 5503.676270
	Iteration 50Q: 3 clusters Score -1.017615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -10176154.000000 Penalty: 5503.676270
	Iteration 51F: 3 clusters Score -1.017615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Entering Unmasked Estep 
Score: -19776378.000000 Penalty: 2912.462158
	Iteration 0F: 2 clusters Score -1.977638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -19707830.000000 Penalty: 5824.924316
	Iteration 0F: 3 clusters Score -1.970783e+07 nChanged 59856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -19742310.000000 Penalty: 5824.924316
	Iteration 1F: 3 clusters Score -1.974231e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -19743788.000000 Penalty: 5824.924316
	Iteration 2Q: 3 clusters Score -1.974379e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -19745776.000000 Penalty: 5824.924316
	Iteration 3Q: 3 clusters Score -1.974578e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -19748846.000000 Penalty: 5824.924316
	Iteration 4F: 3 clusters Score -1.974885e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -19752906.000000 Penalty: 5824.924316
	Iteration 5F: 3 clusters Score -1.975291e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -19756684.000000 Penalty: 5824.924316
	Iteration 6F: 3 clusters Score -1.975668e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -19759774.000000 Penalty: 5824.924316
	Iteration 7F: 3 clusters Score -1.975977e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -19762324.000000 Penalty: 5824.924316
	Iteration 8Q: 3 clusters Score -1.976232e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -19764240.000000 Penalty: 5824.924316
	Iteration 9Q: 3 clusters Score -1.976424e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -19765804.000000 Penalty: 5824.924316
	Iteration 10Q: 3 clusters Score -1.97658e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -19767168.000000 Penalty: 5824.924316
	Iteration 11Q: 3 clusters Score -1.976717e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -19768392.000000 Penalty: 5824.924316
	Iteration 12Q: 3 clusters Score -1.976839e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -19769484.000000 Penalty: 5824.924316
	Iteration 13Q: 3 clusters Score -1.976948e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -19770530.000000 Penalty: 5824.924316
	Iteration 14Q: 3 clusters Score -1.977053e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -19771556.000000 Penalty: 5824.924316
	Iteration 15Q: 3 clusters Score -1.977156e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -19772548.000000 Penalty: 5824.924316
	Iteration 16Q: 3 clusters Score -1.977255e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -19773520.000000 Penalty: 5824.924316
	Iteration 17Q: 3 clusters Score -1.977352e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -19774244.000000 Penalty: 5824.924316
	Iteration 18Q: 3 clusters Score -1.977424e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -19774908.000000 Penalty: 5824.924316
	Iteration 19Q: 3 clusters Score -1.977491e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -19776028.000000 Penalty: 5824.924316
	Iteration 20F: 3 clusters Score -1.977603e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -19777290.000000 Penalty: 5824.924316
	Iteration 21Q: 3 clusters Score -1.977729e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -19778408.000000 Penalty: 5824.924316
	Iteration 22Q: 3 clusters Score -1.977841e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -19779174.000000 Penalty: 5824.924316
	Iteration 23Q: 3 clusters Score -1.977917e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -19780014.000000 Penalty: 5824.924316
	Iteration 24Q: 3 clusters Score -1.978001e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -19780598.000000 Penalty: 5824.924316
	Iteration 25Q: 3 clusters Score -1.97806e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -19781044.000000 Penalty: 5824.924316
	Iteration 26Q: 3 clusters Score -1.978104e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -19781366.000000 Penalty: 5824.924316
	Iteration 27Q: 3 clusters Score -1.978137e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 107266 members 
Entering Unmasked Estep 
Score: -19781696.000000 Penalty: 5824.924316
	Iteration 28Q: 3 clusters Score -1.97817e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -19781866.000000 Penalty: 5824.924316
	Iteration 29Q: 3 clusters Score -1.978187e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 108106 members 
Entering Unmasked Estep 
Score: -19781860.000000 Penalty: 5824.924316
	Iteration 30Q: 3 clusters Score -1.978186e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -19782028.000000 Penalty: 5824.924316
	Iteration 31Q: 3 clusters Score -1.978203e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -19782122.000000 Penalty: 5824.924316
	Iteration 32Q: 3 clusters Score -1.978212e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -19782184.000000 Penalty: 5824.924316
	Iteration 33Q: 3 clusters Score -1.978218e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -19782252.000000 Penalty: 5824.924316
	Iteration 34Q: 3 clusters Score -1.978225e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 109872 members 
Entering Unmasked Estep 
Score: -19782360.000000 Penalty: 5824.924316
	Iteration 35Q: 3 clusters Score -1.978236e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 110164 members 
Entering Unmasked Estep 
Score: -19782384.000000 Penalty: 5824.924316
	Iteration 36Q: 3 clusters Score -1.978238e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -19782474.000000 Penalty: 5824.924316
	Iteration 37Q: 3 clusters Score -1.978247e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -19782494.000000 Penalty: 5824.924316
	Iteration 38Q: 3 clusters Score -1.978249e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -19782514.000000 Penalty: 5824.924316
	Iteration 39Q: 3 clusters Score -1.978251e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -19782566.000000 Penalty: 5824.924316
	Iteration 40F: 3 clusters Score -1.978257e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -19782576.000000 Penalty: 5824.924316
	Iteration 41Q: 3 clusters Score -1.978258e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.97826e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.978258e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.97826e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -19782654.000000 Penalty: 5824.924316
	Iteration 45Q: 3 clusters Score -1.978265e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 112498 members 
Entering Unmasked Estep 
Score: -19782672.000000 Penalty: 5824.924316
	Iteration 46Q: 3 clusters Score -1.978267e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -19782646.000000 Penalty: 5824.924316
	Iteration 47Q: 3 clusters Score -1.978265e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -19782554.000000 Penalty: 5824.924316
	Iteration 48Q: 3 clusters Score -1.978255e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -19782550.000000 Penalty: 5824.924316
	Iteration 49Q: 3 clusters Score -1.978255e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -19782524.000000 Penalty: 5824.924316
	Iteration 50Q: 3 clusters Score -1.978252e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -19782510.000000 Penalty: 5824.924316
	Iteration 51Q: 3 clusters Score -1.978251e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -19782484.000000 Penalty: 5824.924316
	Iteration 52Q: 3 clusters Score -1.978248e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -19782466.000000 Penalty: 5824.924316
	Iteration 53Q: 3 clusters Score -1.978247e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -19782444.000000 Penalty: 5824.924316
	Iteration 54Q: 3 clusters Score -1.978244e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -19782458.000000 Penalty: 5824.924316
	Iteration 55Q: 3 clusters Score -1.978246e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -19782508.000000 Penalty: 5824.924316
	Iteration 56Q: 3 clusters Score -1.978251e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.978247e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -19782428.000000 Penalty: 5824.924316
	Iteration 58Q: 3 clusters Score -1.978243e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -19782400.000000 Penalty: 5824.924316
	Iteration 59Q: 3 clusters Score -1.97824e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -19782422.000000 Penalty: 5824.924316
	Iteration 60F: 3 clusters Score -1.978242e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -19782392.000000 Penalty: 5824.924316
	Iteration 61Q: 3 clusters Score -1.978239e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -19782418.000000 Penalty: 5824.924316
	Iteration 62Q: 3 clusters Score -1.978242e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -19782398.000000 Penalty: 5824.924316
	Iteration 63Q: 3 clusters Score -1.97824e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -19782432.000000 Penalty: 5824.924316
	Iteration 64Q: 3 clusters Score -1.978243e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -19782434.000000 Penalty: 5824.924316
	Iteration 65Q: 3 clusters Score -1.978243e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 115303 members 
Entering Unmasked Estep 
Score: -19782384.000000 Penalty: 5824.924316
	Iteration 66Q: 3 clusters Score -1.978238e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -19782322.000000 Penalty: 5824.924316
	Iteration 67Q: 3 clusters Score -1.978232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -19782306.000000 Penalty: 5824.924316
	Iteration 68Q: 3 clusters Score -1.978231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -19782282.000000 Penalty: 5824.924316
	Iteration 69Q: 3 clusters Score -1.978228e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -19782278.000000 Penalty: 5824.924316
	Iteration 70Q: 3 clusters Score -1.978228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.978227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -19782244.000000 Penalty: 5824.924316
	Iteration 72Q: 3 clusters Score -1.978224e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -19782220.000000 Penalty: 5824.924316
	Iteration 73Q: 3 clusters Score -1.978222e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -19782168.000000 Penalty: 5824.924316
	Iteration 74Q: 3 clusters Score -1.978217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -19782150.000000 Penalty: 5824.924316
	Iteration 75Q: 3 clusters Score -1.978215e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -19782152.000000 Penalty: 5824.924316
	Iteration 76Q: 3 clusters Score -1.978215e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -19782116.000000 Penalty: 5824.924316
	Iteration 77Q: 3 clusters Score -1.978212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -19782096.000000 Penalty: 5824.924316
	Iteration 78Q: 3 clusters Score -1.97821e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 116177 members 
Entering Unmasked Estep 
Score: -19782052.000000 Penalty: 5824.924316
	Iteration 79Q: 3 clusters Score -1.978205e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -19782024.000000 Penalty: 5824.924316
	Iteration 80F: 3 clusters Score -1.978202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -19782034.000000 Penalty: 5824.924316
	Iteration 81Q: 3 clusters Score -1.978203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.978202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -19782032.000000 Penalty: 5824.924316
	Iteration 83Q: 3 clusters Score -1.978203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 116348 members 
Entering Unmasked Estep 
Score: -19782000.000000 Penalty: 5824.924316
	Iteration 84Q: 3 clusters Score -1.9782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -19781992.000000 Penalty: 5824.924316
	Iteration 85Q: 3 clusters Score -1.978199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -19781990.000000 Penalty: 5824.924316
	Iteration 86Q: 3 clusters Score -1.978199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -19781994.000000 Penalty: 5824.924316
	Iteration 87Q: 3 clusters Score -1.978199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.978198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -19781954.000000 Penalty: 5824.924316
	Iteration 89Q: 3 clusters Score -1.978195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -19781956.000000 Penalty: 5824.924316
	Iteration 90Q: 3 clusters Score -1.978196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -19781958.000000 Penalty: 5824.924316
	Iteration 91Q: 3 clusters Score -1.978196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 116698 members 
Entering Unmasked Estep 
Score: -19781928.000000 Penalty: 5824.924316
	Iteration 92Q: 3 clusters Score -1.978193e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -19781908.000000 Penalty: 5824.924316
	Iteration 93Q: 3 clusters Score -1.978191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 116771 members 
Entering Unmasked Estep 
Score: -19781900.000000 Penalty: 5824.924316
	Iteration 94Q: 3 clusters Score -1.97819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 116817 members 
Entering Unmasked Estep 
Score: -19781868.000000 Penalty: 5824.924316
	Iteration 95Q: 3 clusters Score -1.978187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -19781876.000000 Penalty: 5824.924316
	Iteration 96Q: 3 clusters Score -1.978188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -19781860.000000 Penalty: 5824.924316
	Iteration 97Q: 3 clusters Score -1.978186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -19781836.000000 Penalty: 5824.924316
	Iteration 98Q: 3 clusters Score -1.978184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -19781814.000000 Penalty: 5824.924316
	Iteration 99Q: 3 clusters Score -1.978181e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -19781812.000000 Penalty: 5824.924316
	Iteration 100F: 3 clusters Score -1.978181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -19781812.000000 Penalty: 5824.924316
	Iteration 101Q: 3 clusters Score -1.978181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -19781782.000000 Penalty: 5824.924316
	Iteration 102Q: 3 clusters Score -1.978178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -19781772.000000 Penalty: 5824.924316
	Iteration 103Q: 3 clusters Score -1.978177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -19781744.000000 Penalty: 5824.924316
	Iteration 104Q: 3 clusters Score -1.978174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 117217 members 
Entering Unmasked Estep 
Score: -19781734.000000 Penalty: 5824.924316
	Iteration 105Q: 3 clusters Score -1.978173e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -19781722.000000 Penalty: 5824.924316
	Iteration 106Q: 3 clusters Score -1.978172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -19781720.000000 Penalty: 5824.924316
	Iteration 107Q: 3 clusters Score -1.978172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -19781708.000000 Penalty: 5824.924316
	Iteration 108Q: 3 clusters Score -1.978171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -19781684.000000 Penalty: 5824.924316
	Iteration 109Q: 3 clusters Score -1.978168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -19781680.000000 Penalty: 5824.924316
	Iteration 110Q: 3 clusters Score -1.978168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -19781660.000000 Penalty: 5824.924316
	Iteration 111Q: 3 clusters Score -1.978166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -19781666.000000 Penalty: 5824.924316
	Iteration 112Q: 3 clusters Score -1.978167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -19781662.000000 Penalty: 5824.924316
	Iteration 113Q: 3 clusters Score -1.978166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -19781686.000000 Penalty: 5824.924316
	Iteration 114Q: 3 clusters Score -1.978169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -19781682.000000 Penalty: 5824.924316
	Iteration 115Q: 3 clusters Score -1.978168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -19781668.000000 Penalty: 5824.924316
	Iteration 116Q: 3 clusters Score -1.978167e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -19781646.000000 Penalty: 5824.924316
	Iteration 117Q: 3 clusters Score -1.978165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -19781610.000000 Penalty: 5824.924316
	Iteration 118Q: 3 clusters Score -1.978161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -19781600.000000 Penalty: 5824.924316
	Iteration 119Q: 3 clusters Score -1.97816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 117571 members 
Entering Unmasked Estep 
Score: -19781620.000000 Penalty: 5824.924316
	Iteration 120F: 3 clusters Score -1.978162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -19781628.000000 Penalty: 5824.924316
	Iteration 121Q: 3 clusters Score -1.978163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -19781622.000000 Penalty: 5824.924316
	Iteration 122Q: 3 clusters Score -1.978162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -19781610.000000 Penalty: 5824.924316
	Iteration 123Q: 3 clusters Score -1.978161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -19781616.000000 Penalty: 5824.924316
	Iteration 124Q: 3 clusters Score -1.978162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -19781590.000000 Penalty: 5824.924316
	Iteration 125Q: 3 clusters Score -1.978159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 117656 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.978159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -19781586.000000 Penalty: 5824.924316
	Iteration 127Q: 3 clusters Score -1.978159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 117688 members 
Entering Unmasked Estep 
Score: -19781594.000000 Penalty: 5824.924316
	Iteration 128Q: 3 clusters Score -1.978159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 117701 members 
Entering Unmasked Estep 
Score: -19781580.000000 Penalty: 5824.924316
	Iteration 129Q: 3 clusters Score -1.978158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -19781544.000000 Penalty: 5824.924316
	Iteration 130Q: 3 clusters Score -1.978154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -19781532.000000 Penalty: 5824.924316
	Iteration 131Q: 3 clusters Score -1.978153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -19781536.000000 Penalty: 5824.924316
	Iteration 132Q: 3 clusters Score -1.978154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -19781542.000000 Penalty: 5824.924316
	Iteration 133Q: 3 clusters Score -1.978154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -19781540.000000 Penalty: 5824.924316
	Iteration 134Q: 3 clusters Score -1.978154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -19781554.000000 Penalty: 5824.924316
	Iteration 135Q: 3 clusters Score -1.978155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 117791 members 
Entering Unmasked Estep 
Score: -19781544.000000 Penalty: 5824.924316
	Iteration 136Q: 3 clusters Score -1.978154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -19781534.000000 Penalty: 5824.924316
	Iteration 137Q: 3 clusters Score -1.978153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -19781528.000000 Penalty: 5824.924316
	Iteration 138Q: 3 clusters Score -1.978153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -19781528.000000 Penalty: 5824.924316
	Iteration 139Q: 3 clusters Score -1.978153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -19781514.000000 Penalty: 5824.924316
	Iteration 140F: 3 clusters Score -1.978151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -19781522.000000 Penalty: 5824.924316
	Iteration 141Q: 3 clusters Score -1.978152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -19781490.000000 Penalty: 5824.924316
	Iteration 142Q: 3 clusters Score -1.978149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -19781494.000000 Penalty: 5824.924316
	Iteration 143Q: 3 clusters Score -1.978149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -19781512.000000 Penalty: 5824.924316
	Iteration 144Q: 3 clusters Score -1.978151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -19781496.000000 Penalty: 5824.924316
	Iteration 145Q: 3 clusters Score -1.97815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -19781470.000000 Penalty: 5824.924316
	Iteration 146Q: 3 clusters Score -1.978147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -19781460.000000 Penalty: 5824.924316
	Iteration 147Q: 3 clusters Score -1.978146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -19781440.000000 Penalty: 5824.924316
	Iteration 148Q: 3 clusters Score -1.978144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 117984 members 
Entering Unmasked Estep 
Score: -19781440.000000 Penalty: 5824.924316
	Iteration 149Q: 3 clusters Score -1.978144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 118004 members 
Entering Unmasked Estep 
Score: -19781434.000000 Penalty: 5824.924316
	Iteration 150Q: 3 clusters Score -1.978143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -19781438.000000 Penalty: 5824.924316
	Iteration 151Q: 3 clusters Score -1.978144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -19781442.000000 Penalty: 5824.924316
	Iteration 152Q: 3 clusters Score -1.978144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -19781454.000000 Penalty: 5824.924316
	Iteration 153Q: 3 clusters Score -1.978145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -19781454.000000 Penalty: 5824.924316
	Iteration 154Q: 3 clusters Score -1.978145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -19781452.000000 Penalty: 5824.924316
	Iteration 155Q: 3 clusters Score -1.978145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -19781440.000000 Penalty: 5824.924316
	Iteration 156Q: 3 clusters Score -1.978144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -19781418.000000 Penalty: 5824.924316
	Iteration 157Q: 3 clusters Score -1.978142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -19781432.000000 Penalty: 5824.924316
	Iteration 158Q: 3 clusters Score -1.978143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 118126 members 
Entering Unmasked Estep 
Score: -19781422.000000 Penalty: 5824.924316
	Iteration 159Q: 3 clusters Score -1.978142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -19781416.000000 Penalty: 5824.924316
	Iteration 160F: 3 clusters Score -1.978142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 118142 members 
Entering Unmasked Estep 
Score: -19781412.000000 Penalty: 5824.924316
	Iteration 161Q: 3 clusters Score -1.978141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -19781408.000000 Penalty: 5824.924316
	Iteration 162Q: 3 clusters Score -1.978141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -19781394.000000 Penalty: 5824.924316
	Iteration 163Q: 3 clusters Score -1.978139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -19781388.000000 Penalty: 5824.924316
	Iteration 164Q: 3 clusters Score -1.978139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -19781380.000000 Penalty: 5824.924316
	Iteration 165Q: 3 clusters Score -1.978138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -19781362.000000 Penalty: 5824.924316
	Iteration 166Q: 3 clusters Score -1.978136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -19781340.000000 Penalty: 5824.924316
	Iteration 167Q: 3 clusters Score -1.978134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -19781334.000000 Penalty: 5824.924316
	Iteration 168Q: 3 clusters Score -1.978133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -19781344.000000 Penalty: 5824.924316
	Iteration 169Q: 3 clusters Score -1.978134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -19781306.000000 Penalty: 5824.924316
	Iteration 170Q: 3 clusters Score -1.978131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 118273 members 
Entering Unmasked Estep 
Score: -19781306.000000 Penalty: 5824.924316
	Iteration 171Q: 3 clusters Score -1.978131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -19781300.000000 Penalty: 5824.924316
	Iteration 172Q: 3 clusters Score -1.97813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -19781290.000000 Penalty: 5824.924316
	Iteration 173Q: 3 clusters Score -1.978129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -19781284.000000 Penalty: 5824.924316
	Iteration 174Q: 3 clusters Score -1.978128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -19781270.000000 Penalty: 5824.924316
	Iteration 175Q: 3 clusters Score -1.978127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -19781278.000000 Penalty: 5824.924316
	Iteration 176Q: 3 clusters Score -1.978128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -19781262.000000 Penalty: 5824.924316
	Iteration 177Q: 3 clusters Score -1.978126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -19781280.000000 Penalty: 5824.924316
	Iteration 178Q: 3 clusters Score -1.978128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -19781272.000000 Penalty: 5824.924316
	Iteration 179Q: 3 clusters Score -1.978127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -19781276.000000 Penalty: 5824.924316
	Iteration 180F: 3 clusters Score -1.978128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 118369 members 
Entering Unmasked Estep 
Score: -19781280.000000 Penalty: 5824.924316
	Iteration 181Q: 3 clusters Score -1.978128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -19781272.000000 Penalty: 5824.924316
	Iteration 182Q: 3 clusters Score -1.978127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -19781270.000000 Penalty: 5824.924316
	Iteration 183Q: 3 clusters Score -1.978127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 118411 members 
Entering Unmasked Estep 
Score: -19781248.000000 Penalty: 5824.924316
	Iteration 184Q: 3 clusters Score -1.978125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 118420 members 
Entering Unmasked Estep 
Score: -19781248.000000 Penalty: 5824.924316
	Iteration 185Q: 3 clusters Score -1.978125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -19781268.000000 Penalty: 5824.924316
	Iteration 186Q: 3 clusters Score -1.978127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -19781252.000000 Penalty: 5824.924316
	Iteration 187Q: 3 clusters Score -1.978125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -19781246.000000 Penalty: 5824.924316
	Iteration 188Q: 3 clusters Score -1.978125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 118472 members 
Entering Unmasked Estep 
Score: -19781242.000000 Penalty: 5824.924316
	Iteration 189Q: 3 clusters Score -1.978124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -19781240.000000 Penalty: 5824.924316
	Iteration 190Q: 3 clusters Score -1.978124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -19781238.000000 Penalty: 5824.924316
	Iteration 191Q: 3 clusters Score -1.978124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -19781232.000000 Penalty: 5824.924316
	Iteration 192Q: 3 clusters Score -1.978123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -19781220.000000 Penalty: 5824.924316
	Iteration 193Q: 3 clusters Score -1.978122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -19781208.000000 Penalty: 5824.924316
	Iteration 194Q: 3 clusters Score -1.978121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -19781198.000000 Penalty: 5824.924316
	Iteration 195Q: 3 clusters Score -1.97812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -19781208.000000 Penalty: 5824.924316
	Iteration 196Q: 3 clusters Score -1.978121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -19781202.000000 Penalty: 5824.924316
	Iteration 197Q: 3 clusters Score -1.97812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -19781202.000000 Penalty: 5824.924316
	Iteration 198Q: 3 clusters Score -1.97812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -19781198.000000 Penalty: 5824.924316
	Iteration 199Q: 3 clusters Score -1.97812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -19781204.000000 Penalty: 5824.924316
	Iteration 200F: 3 clusters Score -1.97812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -19781190.000000 Penalty: 5824.924316
	Iteration 201Q: 3 clusters Score -1.978119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -19781204.000000 Penalty: 5824.924316
	Iteration 202Q: 3 clusters Score -1.97812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -19781212.000000 Penalty: 5824.924316
	Iteration 203Q: 3 clusters Score -1.978121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 118539 members 
Entering Unmasked Estep 
Score: -19781198.000000 Penalty: 5824.924316
	Iteration 204Q: 3 clusters Score -1.97812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 118539 members 
Entering Unmasked Estep 
Score: -19781198.000000 Penalty: 5824.924316
	Iteration 205F: 3 clusters Score -1.97812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 84287 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 77881 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
Score: -120260984.000000 Penalty: 77499.898438
Splitting cluster 3 changes total score from -120256680.000000 to -120260984.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (84287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Entering Unmasked Estep 
Score: -13085561.000000 Penalty: 2812.811768
	Iteration 0F: 2 clusters Score -1.308556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -13029917.000000 Penalty: 5625.623535
	Iteration 0F: 3 clusters Score -1.302992e+07 nChanged 39494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -13052242.000000 Penalty: 5625.623535
	Iteration 1F: 3 clusters Score -1.305224e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -13053700.000000 Penalty: 5625.623535
	Iteration 2Q: 3 clusters Score -1.30537e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -13056200.000000 Penalty: 5625.623535
	Iteration 3F: 3 clusters Score -1.30562e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -13060957.000000 Penalty: 5625.623535
	Iteration 4F: 3 clusters Score -1.306096e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -13069044.000000 Penalty: 5625.623535
	Iteration 5F: 3 clusters Score -1.306904e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -13079306.000000 Penalty: 5625.623535
	Iteration 6F: 3 clusters Score -1.307931e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -13090694.000000 Penalty: 5625.623535
	Iteration 7F: 3 clusters Score -1.309069e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -13100063.000000 Penalty: 5625.623535
	Iteration 8F: 3 clusters Score -1.310006e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -13104282.000000 Penalty: 5625.623535
	Iteration 9Q: 3 clusters Score -1.310428e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -13105939.000000 Penalty: 5625.623535
	Iteration 10Q: 3 clusters Score -1.310594e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -13106656.000000 Penalty: 5625.623535
	Iteration 11Q: 3 clusters Score -1.310666e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -13107018.000000 Penalty: 5625.623535
	Iteration 12Q: 3 clusters Score -1.310702e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -13107237.000000 Penalty: 5625.623535
	Iteration 13Q: 3 clusters Score -1.310724e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -13107294.000000 Penalty: 5625.623535
	Iteration 14Q: 3 clusters Score -1.310729e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -13107340.000000 Penalty: 5625.623535
	Iteration 15Q: 3 clusters Score -1.310734e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -13107365.000000 Penalty: 5625.623535
	Iteration 16Q: 3 clusters Score -1.310736e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -13107416.000000 Penalty: 5625.623535
	Iteration 17Q: 3 clusters Score -1.310742e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -13107419.000000 Penalty: 5625.623535
	Iteration 18Q: 3 clusters Score -1.310742e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -13107437.000000 Penalty: 5625.623535
	Iteration 19Q: 3 clusters Score -1.310744e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -13107441.000000 Penalty: 5625.623535
	Iteration 20F: 3 clusters Score -1.310744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -13107429.000000 Penalty: 5625.623535
	Iteration 21Q: 3 clusters Score -1.310743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -13107431.000000 Penalty: 5625.623535
	Iteration 22Q: 3 clusters Score -1.310743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -13107418.000000 Penalty: 5625.623535
	Iteration 23Q: 3 clusters Score -1.310742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -13107412.000000 Penalty: 5625.623535
	Iteration 24Q: 3 clusters Score -1.310741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -13107411.000000 Penalty: 5625.623535
	Iteration 25Q: 3 clusters Score -1.310741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -13107418.000000 Penalty: 5625.623535
	Iteration 26Q: 3 clusters Score -1.310742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -13107415.000000 Penalty: 5625.623535
	Iteration 27Q: 3 clusters Score -1.310742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -13107408.000000 Penalty: 5625.623535
	Iteration 28Q: 3 clusters Score -1.310741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -13107416.000000 Penalty: 5625.623535
	Iteration 29Q: 3 clusters Score -1.310742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -13107419.000000 Penalty: 5625.623535
	Iteration 30Q: 3 clusters Score -1.310742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -13107417.000000 Penalty: 5625.623535
	Iteration 31Q: 3 clusters Score -1.310742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -13107412.000000 Penalty: 5625.623535
	Iteration 32Q: 3 clusters Score -1.310741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -13107418.000000 Penalty: 5625.623535
	Iteration 33Q: 3 clusters Score -1.310742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -13107414.000000 Penalty: 5625.623535
	Iteration 34Q: 3 clusters Score -1.310741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -13107417.000000 Penalty: 5625.623535
	Iteration 35Q: 3 clusters Score -1.310742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -13107412.000000 Penalty: 5625.623535
	Iteration 36Q: 3 clusters Score -1.310741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -13107413.000000 Penalty: 5625.623535
	Iteration 37Q: 3 clusters Score -1.310741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -13107408.000000 Penalty: 5625.623535
	Iteration 38Q: 3 clusters Score -1.310741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -13107416.000000 Penalty: 5625.623535
	Iteration 39Q: 3 clusters Score -1.310742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -13107409.000000 Penalty: 5625.623535
	Iteration 40F: 3 clusters Score -1.310741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13107411.000000 Penalty: 5625.623535
	Iteration 41Q: 3 clusters Score -1.310741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13107411.000000 Penalty: 5625.623535
	Iteration 42F: 3 clusters Score -1.310741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 77881 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
Score: -120281976.000000 Penalty: 80869.460938
Splitting cluster 4 changes total score from -120256680.000000 to -120281976.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (12566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Entering Unmasked Estep 
Score: -1825114.625000 Penalty: 2340.810059
	Iteration 0F: 2 clusters Score -1825115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1815934.375000 Penalty: 4681.620117
	Iteration 0F: 3 clusters Score -1815934 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1819264.375000 Penalty: 4681.620117
	Iteration 1F: 3 clusters Score -1819264 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1820530.750000 Penalty: 4681.620117
	Iteration 2F: 3 clusters Score -1820531 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1822157.125000 Penalty: 4681.620117
	Iteration 3F: 3 clusters Score -1822157 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1823761.625000 Penalty: 4681.620117
	Iteration 4F: 3 clusters Score -1823762 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1824811.000000 Penalty: 4681.620117
	Iteration 5F: 3 clusters Score -1824811 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1825275.125000 Penalty: 4681.620117
	Iteration 6F: 3 clusters Score -1825275 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1825487.125000 Penalty: 4681.620117
	Iteration 7Q: 3 clusters Score -1825487 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1825609.125000 Penalty: 4681.620117
	Iteration 8Q: 3 clusters Score -1825609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1825687.500000 Penalty: 4681.620117
	Iteration 9Q: 3 clusters Score -1825688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1825749.750000 Penalty: 4681.620117
	Iteration 10Q: 3 clusters Score -1825750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1825795.250000 Penalty: 4681.620117
	Iteration 11Q: 3 clusters Score -1825795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1825814.750000 Penalty: 4681.620117
	Iteration 12Q: 3 clusters Score -1825815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1825845.750000 Penalty: 4681.620117
	Iteration 13Q: 3 clusters Score -1825846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1825878.375000 Penalty: 4681.620117
	Iteration 14Q: 3 clusters Score -1825878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1825913.625000 Penalty: 4681.620117
	Iteration 15Q: 3 clusters Score -1825914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1825986.000000 Penalty: 4681.620117
	Iteration 16Q: 3 clusters Score -1825986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1826101.625000 Penalty: 4681.620117
	Iteration 17Q: 3 clusters Score -1826102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1826235.500000 Penalty: 4681.620117
	Iteration 18Q: 3 clusters Score -1826236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1826334.625000 Penalty: 4681.620117
	Iteration 19Q: 3 clusters Score -1826335 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1826391.500000 Penalty: 4681.620117
	Iteration 20F: 3 clusters Score -1826392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1826425.250000 Penalty: 4681.620117
	Iteration 21Q: 3 clusters Score -1826425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1826450.875000 Penalty: 4681.620117
	Iteration 22Q: 3 clusters Score -1826451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1826472.875000 Penalty: 4681.620117
	Iteration 23Q: 3 clusters Score -1826473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1826491.000000 Penalty: 4681.620117
	Iteration 24Q: 3 clusters Score -1826491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1826502.625000 Penalty: 4681.620117
	Iteration 25Q: 3 clusters Score -1826503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1826510.000000 Penalty: 4681.620117
	Iteration 26Q: 3 clusters Score -1826510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1826520.250000 Penalty: 4681.620117
	Iteration 27Q: 3 clusters Score -1826520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1826524.625000 Penalty: 4681.620117
	Iteration 28Q: 3 clusters Score -1826525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1826525.125000 Penalty: 4681.620117
	Iteration 29Q: 3 clusters Score -1826525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1826526.250000 Penalty: 4681.620117
	Iteration 30Q: 3 clusters Score -1826526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1826531.125000 Penalty: 4681.620117
	Iteration 31Q: 3 clusters Score -1826531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1826533.875000 Penalty: 4681.620117
	Iteration 32Q: 3 clusters Score -1826534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1826538.500000 Penalty: 4681.620117
	Iteration 33Q: 3 clusters Score -1826538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1826540.000000 Penalty: 4681.620117
	Iteration 34Q: 3 clusters Score -1826540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1826543.000000 Penalty: 4681.620117
	Iteration 35Q: 3 clusters Score -1826543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1826552.750000 Penalty: 4681.620117
	Iteration 36Q: 3 clusters Score -1826553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1826555.500000 Penalty: 4681.620117
	Iteration 37Q: 3 clusters Score -1826556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1826562.375000 Penalty: 4681.620117
	Iteration 38Q: 3 clusters Score -1826562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1826569.250000 Penalty: 4681.620117
	Iteration 39Q: 3 clusters Score -1826569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1826577.375000 Penalty: 4681.620117
	Iteration 40F: 3 clusters Score -1826577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1826588.875000 Penalty: 4681.620117
	Iteration 41Q: 3 clusters Score -1826589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1826593.500000 Penalty: 4681.620117
	Iteration 42Q: 3 clusters Score -1826594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1826594.125000 Penalty: 4681.620117
	Iteration 43Q: 3 clusters Score -1826594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1826609.125000 Penalty: 4681.620117
	Iteration 44Q: 3 clusters Score -1826609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1826617.000000 Penalty: 4681.620117
	Iteration 45Q: 3 clusters Score -1826617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1826630.500000 Penalty: 4681.620117
	Iteration 46Q: 3 clusters Score -1826630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1826636.375000 Penalty: 4681.620117
	Iteration 47Q: 3 clusters Score -1826636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1826643.250000 Penalty: 4681.620117
	Iteration 48Q: 3 clusters Score -1826643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1826649.500000 Penalty: 4681.620117
	Iteration 49Q: 3 clusters Score -1826650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1826648.000000 Penalty: 4681.620117
	Iteration 50Q: 3 clusters Score -1826648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1826653.500000 Penalty: 4681.620117
	Iteration 51Q: 3 clusters Score -1826654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1826655.125000 Penalty: 4681.620117
	Iteration 52Q: 3 clusters Score -1826655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1826650.875000 Penalty: 4681.620117
	Iteration 53Q: 3 clusters Score -1826651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1826657.750000 Penalty: 4681.620117
	Iteration 54Q: 3 clusters Score -1826658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1826653.875000 Penalty: 4681.620117
	Iteration 55Q: 3 clusters Score -1826654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1826653.250000 Penalty: 4681.620117
	Iteration 56Q: 3 clusters Score -1826653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1826655.750000 Penalty: 4681.620117
	Iteration 57Q: 3 clusters Score -1826656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1826658.625000 Penalty: 4681.620117
	Iteration 58Q: 3 clusters Score -1826659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1826660.875000 Penalty: 4681.620117
	Iteration 59Q: 3 clusters Score -1826661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1826657.875000 Penalty: 4681.620117
	Iteration 60F: 3 clusters Score -1826658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1826661.625000 Penalty: 4681.620117
	Iteration 61Q: 3 clusters Score -1826662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1826660.500000 Penalty: 4681.620117
	Iteration 62Q: 3 clusters Score -1826660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1826663.875000 Penalty: 4681.620117
	Iteration 63Q: 3 clusters Score -1826664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1826662.875000 Penalty: 4681.620117
	Iteration 64Q: 3 clusters Score -1826663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1826663.250000 Penalty: 4681.620117
	Iteration 65Q: 3 clusters Score -1826663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1826660.500000 Penalty: 4681.620117
	Iteration 66Q: 3 clusters Score -1826660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1826659.125000 Penalty: 4681.620117
	Iteration 67Q: 3 clusters Score -1826659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1826663.875000 Penalty: 4681.620117
	Iteration 68Q: 3 clusters Score -1826664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1826661.875000 Penalty: 4681.620117
	Iteration 69Q: 3 clusters Score -1826662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1826667.500000 Penalty: 4681.620117
	Iteration 70Q: 3 clusters Score -1826668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1826665.000000 Penalty: 4681.620117
	Iteration 71Q: 3 clusters Score -1826665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1826660.750000 Penalty: 4681.620117
	Iteration 72Q: 3 clusters Score -1826661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1826660.750000 Penalty: 4681.620117
	Iteration 73F: 3 clusters Score -1826661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 77881 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Entering Unmasked Estep 
Score: -120282360.000000 Penalty: 84239.023438
Splitting cluster 6 changes total score from -120256680.000000 to -120282360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (111000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Entering Unmasked Estep 
Score: -17463554.000000 Penalty: 2881.086914
	Iteration 0F: 2 clusters Score -1.746355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -17394842.000000 Penalty: 5762.173828
	Iteration 0F: 3 clusters Score -1.739484e+07 nChanged 52740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -17424980.000000 Penalty: 5762.173828
	Iteration 1F: 3 clusters Score -1.742498e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -17426372.000000 Penalty: 5762.173828
	Iteration 2Q: 3 clusters Score -1.742637e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -17428522.000000 Penalty: 5762.173828
	Iteration 3Q: 3 clusters Score -1.742852e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -17432038.000000 Penalty: 5762.173828
	Iteration 4F: 3 clusters Score -1.743204e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -17437506.000000 Penalty: 5762.173828
	Iteration 5F: 3 clusters Score -1.743751e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -17444272.000000 Penalty: 5762.173828
	Iteration 6F: 3 clusters Score -1.744427e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -17450894.000000 Penalty: 5762.173828
	Iteration 7F: 3 clusters Score -1.745089e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -17455564.000000 Penalty: 5762.173828
	Iteration 8F: 3 clusters Score -1.745556e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -17458568.000000 Penalty: 5762.173828
	Iteration 9Q: 3 clusters Score -1.745857e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -17459938.000000 Penalty: 5762.173828
	Iteration 10Q: 3 clusters Score -1.745994e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -17460560.000000 Penalty: 5762.173828
	Iteration 11Q: 3 clusters Score -1.746056e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17460904.000000 Penalty: 5762.173828
	Iteration 12Q: 3 clusters Score -1.74609e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17461050.000000 Penalty: 5762.173828
	Iteration 13Q: 3 clusters Score -1.746105e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17461128.000000 Penalty: 5762.173828
	Iteration 14Q: 3 clusters Score -1.746113e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -17461188.000000 Penalty: 5762.173828
	Iteration 15Q: 3 clusters Score -1.746119e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17461222.000000 Penalty: 5762.173828
	Iteration 16Q: 3 clusters Score -1.746122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -17461234.000000 Penalty: 5762.173828
	Iteration 17Q: 3 clusters Score -1.746123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -17461260.000000 Penalty: 5762.173828
	Iteration 18Q: 3 clusters Score -1.746126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17461262.000000 Penalty: 5762.173828
	Iteration 19Q: 3 clusters Score -1.746126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17461272.000000 Penalty: 5762.173828
	Iteration 20F: 3 clusters Score -1.746127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -17461298.000000 Penalty: 5762.173828
	Iteration 21Q: 3 clusters Score -1.74613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17461306.000000 Penalty: 5762.173828
	Iteration 22Q: 3 clusters Score -1.746131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -17461296.000000 Penalty: 5762.173828
	Iteration 23Q: 3 clusters Score -1.74613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -17461298.000000 Penalty: 5762.173828
	Iteration 24Q: 3 clusters Score -1.74613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -17461298.000000 Penalty: 5762.173828
	Iteration 25Q: 3 clusters Score -1.74613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17461306.000000 Penalty: 5762.173828
	Iteration 26Q: 3 clusters Score -1.746131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -17461314.000000 Penalty: 5762.173828
	Iteration 27Q: 3 clusters Score -1.746131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17461320.000000 Penalty: 5762.173828
	Iteration 28Q: 3 clusters Score -1.746132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17461324.000000 Penalty: 5762.173828
	Iteration 29Q: 3 clusters Score -1.746132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17461320.000000 Penalty: 5762.173828
	Iteration 30Q: 3 clusters Score -1.746132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -17461320.000000 Penalty: 5762.173828
	Iteration 31Q: 3 clusters Score -1.746132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -17461320.000000 Penalty: 5762.173828
	Iteration 32Q: 3 clusters Score -1.746132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -17461330.000000 Penalty: 5762.173828
	Iteration 33Q: 3 clusters Score -1.746133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -17461340.000000 Penalty: 5762.173828
	Iteration 34Q: 3 clusters Score -1.746134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -17461350.000000 Penalty: 5762.173828
	Iteration 35Q: 3 clusters Score -1.746135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17461364.000000 Penalty: 5762.173828
	Iteration 36Q: 3 clusters Score -1.746136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -17461364.000000 Penalty: 5762.173828
	Iteration 37Q: 3 clusters Score -1.746136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17461368.000000 Penalty: 5762.173828
	Iteration 38Q: 3 clusters Score -1.746137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17461362.000000 Penalty: 5762.173828
	Iteration 39Q: 3 clusters Score -1.746136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17461356.000000 Penalty: 5762.173828
	Iteration 40F: 3 clusters Score -1.746136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17461362.000000 Penalty: 5762.173828
	Iteration 41Q: 3 clusters Score -1.746136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110399 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17461362.000000 Penalty: 5762.173828
	Iteration 42F: 3 clusters Score -1.746136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3131031.000000 Penalty: 2470.679443
	Iteration 0F: 2 clusters Score -3131031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3116089.500000 Penalty: 4941.358887
	Iteration 0F: 3 clusters Score -3116090 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3121304.250000 Penalty: 4941.358887
	Iteration 1F: 3 clusters Score -3121304 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3122287.250000 Penalty: 4941.358887
	Iteration 2F: 3 clusters Score -3122287 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3123569.500000 Penalty: 4941.358887
	Iteration 3F: 3 clusters Score -3123570 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3124853.500000 Penalty: 4941.358887
	Iteration 4F: 3 clusters Score -3124854 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3125931.250000 Penalty: 4941.358887
	Iteration 5F: 3 clusters Score -3125931 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3126704.000000 Penalty: 4941.358887
	Iteration 6F: 3 clusters Score -3126704 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3127223.250000 Penalty: 4941.358887
	Iteration 7Q: 3 clusters Score -3127223 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3127714.750000 Penalty: 4941.358887
	Iteration 8Q: 3 clusters Score -3127715 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3128135.250000 Penalty: 4941.358887
	Iteration 9Q: 3 clusters Score -3128135 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3128522.250000 Penalty: 4941.358887
	Iteration 10Q: 3 clusters Score -3128522 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3128801.000000 Penalty: 4941.358887
	Iteration 11Q: 3 clusters Score -3128801 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3128978.750000 Penalty: 4941.358887
	Iteration 12Q: 3 clusters Score -3128979 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3129091.250000 Penalty: 4941.358887
	Iteration 13Q: 3 clusters Score -3129091 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3129188.500000 Penalty: 4941.358887
	Iteration 14Q: 3 clusters Score -3129188 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3129266.250000 Penalty: 4941.358887
	Iteration 15Q: 3 clusters Score -3129266 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3129325.000000 Penalty: 4941.358887
	Iteration 16Q: 3 clusters Score -3129325 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3129367.000000 Penalty: 4941.358887
	Iteration 17Q: 3 clusters Score -3129367 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3129421.750000 Penalty: 4941.358887
	Iteration 18Q: 3 clusters Score -3129422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3129459.750000 Penalty: 4941.358887
	Iteration 19Q: 3 clusters Score -3129460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3129498.000000 Penalty: 4941.358887
	Iteration 20F: 3 clusters Score -3129498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3129530.750000 Penalty: 4941.358887
	Iteration 21Q: 3 clusters Score -3129531 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3129572.250000 Penalty: 4941.358887
	Iteration 22Q: 3 clusters Score -3129572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3129612.250000 Penalty: 4941.358887
	Iteration 23Q: 3 clusters Score -3129612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3129641.500000 Penalty: 4941.358887
	Iteration 24Q: 3 clusters Score -3129642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3129678.000000 Penalty: 4941.358887
	Iteration 25Q: 3 clusters Score -3129678 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3129730.750000 Penalty: 4941.358887
	Iteration 26Q: 3 clusters Score -3129731 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3129773.500000 Penalty: 4941.358887
	Iteration 27Q: 3 clusters Score -3129774 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3129846.500000 Penalty: 4941.358887
	Iteration 28Q: 3 clusters Score -3129846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3129924.000000 Penalty: 4941.358887
	Iteration 29Q: 3 clusters Score -3129924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3129994.000000 Penalty: 4941.358887
	Iteration 30Q: 3 clusters Score -3129994 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3130116.000000 Penalty: 4941.358887
	Iteration 31Q: 3 clusters Score -3130116 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3130316.250000 Penalty: 4941.358887
	Iteration 32Q: 3 clusters Score -3130316 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3130567.250000 Penalty: 4941.358887
	Iteration 33Q: 3 clusters Score -3130567 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3130892.500000 Penalty: 4941.358887
	Iteration 34Q: 3 clusters Score -3130892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3131184.250000 Penalty: 4941.358887
	Iteration 35Q: 3 clusters Score -3131184 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3131466.500000 Penalty: 4941.358887
	Iteration 36Q: 3 clusters Score -3131466 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3131651.750000 Penalty: 4941.358887
	Iteration 37Q: 3 clusters Score -3131652 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3131764.500000 Penalty: 4941.358887
	Iteration 38Q: 3 clusters Score -3131764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3131816.000000 Penalty: 4941.358887
	Iteration 39Q: 3 clusters Score -3131816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3131865.250000 Penalty: 4941.358887
	Iteration 40F: 3 clusters Score -3131865 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3131897.500000 Penalty: 4941.358887
	Iteration 41Q: 3 clusters Score -3131898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3131909.500000 Penalty: 4941.358887
	Iteration 42Q: 3 clusters Score -3131910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3131927.500000 Penalty: 4941.358887
	Iteration 43Q: 3 clusters Score -3131928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3131929.000000 Penalty: 4941.358887
	Iteration 44Q: 3 clusters Score -3131929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3131931.500000 Penalty: 4941.358887
	Iteration 45Q: 3 clusters Score -3131932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3131935.750000 Penalty: 4941.358887
	Iteration 46Q: 3 clusters Score -3131936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3131942.000000 Penalty: 4941.358887
	Iteration 47Q: 3 clusters Score -3131942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3131937.000000 Penalty: 4941.358887
	Iteration 48Q: 3 clusters Score -3131937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3131938.750000 Penalty: 4941.358887
	Iteration 49Q: 3 clusters Score -3131939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3131930.500000 Penalty: 4941.358887
	Iteration 50Q: 3 clusters Score -3131930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3131942.500000 Penalty: 4941.358887
	Iteration 51Q: 3 clusters Score -3131942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3131942.500000 Penalty: 4941.358887
	Iteration 52Q: 3 clusters Score -3131942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3131941.000000 Penalty: 4941.358887
	Iteration 53Q: 3 clusters Score -3131941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3131940.500000 Penalty: 4941.358887
	Iteration 54Q: 3 clusters Score -3131940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3131940.000000 Penalty: 4941.358887
	Iteration 55Q: 3 clusters Score -3131940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3131941.000000 Penalty: 4941.358887
	Iteration 56Q: 3 clusters Score -3131941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3131942.500000 Penalty: 4941.358887
	Iteration 57Q: 3 clusters Score -3131942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3131944.750000 Penalty: 4941.358887
	Iteration 58Q: 3 clusters Score -3131945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3131946.250000 Penalty: 4941.358887
	Iteration 59Q: 3 clusters Score -3131946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3131952.250000 Penalty: 4941.358887
	Iteration 60F: 3 clusters Score -3131952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3131947.000000 Penalty: 4941.358887
	Iteration 61Q: 3 clusters Score -3131947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3131947.000000 Penalty: 4941.358887
	Iteration 62F: 3 clusters Score -3131947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 77881 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Entering Unmasked Estep 
Score: -120282568.000000 Penalty: 87608.578125
Splitting cluster 8 changes total score from -120256680.000000 to -120282568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (77881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Entering Unmasked Estep 
Score: -12016184.000000 Penalty: 2793.208496
	Iteration 0F: 2 clusters Score -1.201618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -11964710.000000 Penalty: 5586.416992
	Iteration 0F: 3 clusters Score -1.196471e+07 nChanged 36627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -11986584.000000 Penalty: 5586.416992
	Iteration 1F: 3 clusters Score -1.198658e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -11988904.000000 Penalty: 5586.416992
	Iteration 2F: 3 clusters Score -1.19889e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -11992041.000000 Penalty: 5586.416992
	Iteration 3F: 3 clusters Score -1.199204e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -11995628.000000 Penalty: 5586.416992
	Iteration 4F: 3 clusters Score -1.199563e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -11999448.000000 Penalty: 5586.416992
	Iteration 5F: 3 clusters Score -1.199945e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -12002774.000000 Penalty: 5586.416992
	Iteration 6F: 3 clusters Score -1.200277e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -12005443.000000 Penalty: 5586.416992
	Iteration 7F: 3 clusters Score -1.200544e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -12007345.000000 Penalty: 5586.416992
	Iteration 8Q: 3 clusters Score -1.200734e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -12008787.000000 Penalty: 5586.416992
	Iteration 9Q: 3 clusters Score -1.200879e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -12009810.000000 Penalty: 5586.416992
	Iteration 10Q: 3 clusters Score -1.200981e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -12010418.000000 Penalty: 5586.416992
	Iteration 11Q: 3 clusters Score -1.201042e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -12010885.000000 Penalty: 5586.416992
	Iteration 12Q: 3 clusters Score -1.201088e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -12011317.000000 Penalty: 5586.416992
	Iteration 13Q: 3 clusters Score -1.201132e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -12011683.000000 Penalty: 5586.416992
	Iteration 14Q: 3 clusters Score -1.201168e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -12012067.000000 Penalty: 5586.416992
	Iteration 15Q: 3 clusters Score -1.201207e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -12012465.000000 Penalty: 5586.416992
	Iteration 16Q: 3 clusters Score -1.201246e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -12012879.000000 Penalty: 5586.416992
	Iteration 17Q: 3 clusters Score -1.201288e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -12013361.000000 Penalty: 5586.416992
	Iteration 18Q: 3 clusters Score -1.201336e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -12013752.000000 Penalty: 5586.416992
	Iteration 19Q: 3 clusters Score -1.201375e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -12014202.000000 Penalty: 5586.416992
	Iteration 20F: 3 clusters Score -1.20142e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -12014586.000000 Penalty: 5586.416992
	Iteration 21Q: 3 clusters Score -1.201459e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -12014837.000000 Penalty: 5586.416992
	Iteration 22Q: 3 clusters Score -1.201484e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -12015097.000000 Penalty: 5586.416992
	Iteration 23Q: 3 clusters Score -1.20151e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -12015269.000000 Penalty: 5586.416992
	Iteration 24Q: 3 clusters Score -1.201527e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -12015458.000000 Penalty: 5586.416992
	Iteration 25Q: 3 clusters Score -1.201546e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -12015662.000000 Penalty: 5586.416992
	Iteration 26Q: 3 clusters Score -1.201566e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -12015764.000000 Penalty: 5586.416992
	Iteration 27Q: 3 clusters Score -1.201576e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -12015884.000000 Penalty: 5586.416992
	Iteration 28Q: 3 clusters Score -1.201588e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -12016007.000000 Penalty: 5586.416992
	Iteration 29Q: 3 clusters Score -1.201601e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -12016075.000000 Penalty: 5586.416992
	Iteration 30Q: 3 clusters Score -1.201608e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -12016159.000000 Penalty: 5586.416992
	Iteration 31Q: 3 clusters Score -1.201616e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -12016211.000000 Penalty: 5586.416992
	Iteration 32Q: 3 clusters Score -1.201621e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -12016230.000000 Penalty: 5586.416992
	Iteration 33Q: 3 clusters Score -1.201623e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -12016251.000000 Penalty: 5586.416992
	Iteration 34Q: 3 clusters Score -1.201625e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -12016301.000000 Penalty: 5586.416992
	Iteration 35Q: 3 clusters Score -1.20163e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -12016347.000000 Penalty: 5586.416992
	Iteration 36Q: 3 clusters Score -1.201635e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -12016368.000000 Penalty: 5586.416992
	Iteration 37Q: 3 clusters Score -1.201637e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -12016381.000000 Penalty: 5586.416992
	Iteration 38Q: 3 clusters Score -1.201638e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -12016388.000000 Penalty: 5586.416992
	Iteration 39Q: 3 clusters Score -1.201639e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -12016415.000000 Penalty: 5586.416992
	Iteration 40F: 3 clusters Score -1.201642e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -12016428.000000 Penalty: 5586.416992
	Iteration 41Q: 3 clusters Score -1.201643e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -12016454.000000 Penalty: 5586.416992
	Iteration 42Q: 3 clusters Score -1.201645e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -12016457.000000 Penalty: 5586.416992
	Iteration 43Q: 3 clusters Score -1.201646e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -12016468.000000 Penalty: 5586.416992
	Iteration 44Q: 3 clusters Score -1.201647e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -12016518.000000 Penalty: 5586.416992
	Iteration 45Q: 3 clusters Score -1.201652e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -12016532.000000 Penalty: 5586.416992
	Iteration 46Q: 3 clusters Score -1.201653e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -12016546.000000 Penalty: 5586.416992
	Iteration 47Q: 3 clusters Score -1.201655e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -12016526.000000 Penalty: 5586.416992
	Iteration 48Q: 3 clusters Score -1.201653e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -12016552.000000 Penalty: 5586.416992
	Iteration 49Q: 3 clusters Score -1.201655e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -12016575.000000 Penalty: 5586.416992
	Iteration 50Q: 3 clusters Score -1.201658e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -12016560.000000 Penalty: 5586.416992
	Iteration 51Q: 3 clusters Score -1.201656e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -12016559.000000 Penalty: 5586.416992
	Iteration 52Q: 3 clusters Score -1.201656e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -12016559.000000 Penalty: 5586.416992
	Iteration 53Q: 3 clusters Score -1.201656e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -12016590.000000 Penalty: 5586.416992
	Iteration 54Q: 3 clusters Score -1.201659e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -12016597.000000 Penalty: 5586.416992
	Iteration 55Q: 3 clusters Score -1.20166e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -12016622.000000 Penalty: 5586.416992
	Iteration 56Q: 3 clusters Score -1.201662e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -12016620.000000 Penalty: 5586.416992
	Iteration 57Q: 3 clusters Score -1.201662e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -12016677.000000 Penalty: 5586.416992
	Iteration 58Q: 3 clusters Score -1.201668e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -12016686.000000 Penalty: 5586.416992
	Iteration 59Q: 3 clusters Score -1.201669e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -12016724.000000 Penalty: 5586.416992
	Iteration 60F: 3 clusters Score -1.201672e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -12016786.000000 Penalty: 5586.416992
	Iteration 61Q: 3 clusters Score -1.201679e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -12016803.000000 Penalty: 5586.416992
	Iteration 62Q: 3 clusters Score -1.20168e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -12016849.000000 Penalty: 5586.416992
	Iteration 63Q: 3 clusters Score -1.201685e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -12016865.000000 Penalty: 5586.416992
	Iteration 64Q: 3 clusters Score -1.201686e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -12016871.000000 Penalty: 5586.416992
	Iteration 65Q: 3 clusters Score -1.201687e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -12016875.000000 Penalty: 5586.416992
	Iteration 66Q: 3 clusters Score -1.201688e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -12016927.000000 Penalty: 5586.416992
	Iteration 67Q: 3 clusters Score -1.201693e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -12016897.000000 Penalty: 5586.416992
	Iteration 68Q: 3 clusters Score -1.20169e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -12016903.000000 Penalty: 5586.416992
	Iteration 69Q: 3 clusters Score -1.20169e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -12016944.000000 Penalty: 5586.416992
	Iteration 70Q: 3 clusters Score -1.201694e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -12016951.000000 Penalty: 5586.416992
	Iteration 71Q: 3 clusters Score -1.201695e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -12017006.000000 Penalty: 5586.416992
	Iteration 72Q: 3 clusters Score -1.201701e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12017039.000000 Penalty: 5586.416992
	Iteration 73Q: 3 clusters Score -1.201704e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -12017075.000000 Penalty: 5586.416992
	Iteration 74Q: 3 clusters Score -1.201708e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -12017074.000000 Penalty: 5586.416992
	Iteration 75Q: 3 clusters Score -1.201707e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -12017048.000000 Penalty: 5586.416992
	Iteration 76Q: 3 clusters Score -1.201705e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -12017048.000000 Penalty: 5586.416992
	Iteration 77Q: 3 clusters Score -1.201705e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -12017064.000000 Penalty: 5586.416992
	Iteration 78Q: 3 clusters Score -1.201706e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -12017116.000000 Penalty: 5586.416992
	Iteration 79Q: 3 clusters Score -1.201712e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -12017135.000000 Penalty: 5586.416992
	Iteration 80F: 3 clusters Score -1.201714e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -12017174.000000 Penalty: 5586.416992
	Iteration 81Q: 3 clusters Score -1.201717e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -12017190.000000 Penalty: 5586.416992
	Iteration 82Q: 3 clusters Score -1.201719e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -12017214.000000 Penalty: 5586.416992
	Iteration 83Q: 3 clusters Score -1.201721e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -12017209.000000 Penalty: 5586.416992
	Iteration 84Q: 3 clusters Score -1.201721e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -12017254.000000 Penalty: 5586.416992
	Iteration 85Q: 3 clusters Score -1.201725e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -12017266.000000 Penalty: 5586.416992
	Iteration 86Q: 3 clusters Score -1.201727e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -12017299.000000 Penalty: 5586.416992
	Iteration 87Q: 3 clusters Score -1.20173e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -12017305.000000 Penalty: 5586.416992
	Iteration 88Q: 3 clusters Score -1.20173e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -12017313.000000 Penalty: 5586.416992
	Iteration 89Q: 3 clusters Score -1.201731e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -12017341.000000 Penalty: 5586.416992
	Iteration 90Q: 3 clusters Score -1.201734e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -12017311.000000 Penalty: 5586.416992
	Iteration 91Q: 3 clusters Score -1.201731e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -12017319.000000 Penalty: 5586.416992
	Iteration 92Q: 3 clusters Score -1.201732e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -12017359.000000 Penalty: 5586.416992
	Iteration 93Q: 3 clusters Score -1.201736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -12017365.000000 Penalty: 5586.416992
	Iteration 94Q: 3 clusters Score -1.201736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -12017361.000000 Penalty: 5586.416992
	Iteration 95Q: 3 clusters Score -1.201736e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -12017359.000000 Penalty: 5586.416992
	Iteration 96Q: 3 clusters Score -1.201736e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -12017375.000000 Penalty: 5586.416992
	Iteration 97Q: 3 clusters Score -1.201738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -12017388.000000 Penalty: 5586.416992
	Iteration 98Q: 3 clusters Score -1.201739e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -12017427.000000 Penalty: 5586.416992
	Iteration 99Q: 3 clusters Score -1.201743e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -12017442.000000 Penalty: 5586.416992
	Iteration 100F: 3 clusters Score -1.201744e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -12017440.000000 Penalty: 5586.416992
	Iteration 101Q: 3 clusters Score -1.201744e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -12017472.000000 Penalty: 5586.416992
	Iteration 102Q: 3 clusters Score -1.201747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -12017469.000000 Penalty: 5586.416992
	Iteration 103Q: 3 clusters Score -1.201747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -12017488.000000 Penalty: 5586.416992
	Iteration 104Q: 3 clusters Score -1.201749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -12017484.000000 Penalty: 5586.416992
	Iteration 105Q: 3 clusters Score -1.201748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -12017484.000000 Penalty: 5586.416992
	Iteration 106Q: 3 clusters Score -1.201748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -12017488.000000 Penalty: 5586.416992
	Iteration 107Q: 3 clusters Score -1.201749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -12017504.000000 Penalty: 5586.416992
	Iteration 108Q: 3 clusters Score -1.20175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -12017504.000000 Penalty: 5586.416992
	Iteration 109Q: 3 clusters Score -1.20175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -12017517.000000 Penalty: 5586.416992
	Iteration 110Q: 3 clusters Score -1.201752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -12017524.000000 Penalty: 5586.416992
	Iteration 111Q: 3 clusters Score -1.201752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -12017520.000000 Penalty: 5586.416992
	Iteration 112Q: 3 clusters Score -1.201752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -12017504.000000 Penalty: 5586.416992
	Iteration 113Q: 3 clusters Score -1.20175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -12017515.000000 Penalty: 5586.416992
	Iteration 114Q: 3 clusters Score -1.201752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 115Q: 3 clusters Score -1.201751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -12017514.000000 Penalty: 5586.416992
	Iteration 116Q: 3 clusters Score -1.201751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -12017522.000000 Penalty: 5586.416992
	Iteration 117Q: 3 clusters Score -1.201752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -12017524.000000 Penalty: 5586.416992
	Iteration 118Q: 3 clusters Score -1.201752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -12017526.000000 Penalty: 5586.416992
	Iteration 119Q: 3 clusters Score -1.201753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -12017534.000000 Penalty: 5586.416992
	Iteration 120F: 3 clusters Score -1.201753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -12017529.000000 Penalty: 5586.416992
	Iteration 121Q: 3 clusters Score -1.201753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -12017523.000000 Penalty: 5586.416992
	Iteration 122Q: 3 clusters Score -1.201752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -12017526.000000 Penalty: 5586.416992
	Iteration 123Q: 3 clusters Score -1.201753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -12017532.000000 Penalty: 5586.416992
	Iteration 124Q: 3 clusters Score -1.201753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -12017521.000000 Penalty: 5586.416992
	Iteration 125Q: 3 clusters Score -1.201752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 126Q: 3 clusters Score -1.201751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -12017517.000000 Penalty: 5586.416992
	Iteration 127Q: 3 clusters Score -1.201752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -12017518.000000 Penalty: 5586.416992
	Iteration 128Q: 3 clusters Score -1.201752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -12017505.000000 Penalty: 5586.416992
	Iteration 129Q: 3 clusters Score -1.20175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 130Q: 3 clusters Score -1.201751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -12017525.000000 Penalty: 5586.416992
	Iteration 131Q: 3 clusters Score -1.201752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -12017528.000000 Penalty: 5586.416992
	Iteration 132Q: 3 clusters Score -1.201753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -12017529.000000 Penalty: 5586.416992
	Iteration 133Q: 3 clusters Score -1.201753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -12017532.000000 Penalty: 5586.416992
	Iteration 134Q: 3 clusters Score -1.201753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -12017529.000000 Penalty: 5586.416992
	Iteration 135Q: 3 clusters Score -1.201753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -12017522.000000 Penalty: 5586.416992
	Iteration 136Q: 3 clusters Score -1.201752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -12017520.000000 Penalty: 5586.416992
	Iteration 137Q: 3 clusters Score -1.201752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -12017526.000000 Penalty: 5586.416992
	Iteration 138Q: 3 clusters Score -1.201753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 139Q: 3 clusters Score -1.201751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -12017515.000000 Penalty: 5586.416992
	Iteration 140F: 3 clusters Score -1.201752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -12017526.000000 Penalty: 5586.416992
	Iteration 141Q: 3 clusters Score -1.201753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -12017506.000000 Penalty: 5586.416992
	Iteration 142Q: 3 clusters Score -1.201751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -12017505.000000 Penalty: 5586.416992
	Iteration 143Q: 3 clusters Score -1.20175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -12017516.000000 Penalty: 5586.416992
	Iteration 144Q: 3 clusters Score -1.201752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 145Q: 3 clusters Score -1.201751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -12017502.000000 Penalty: 5586.416992
	Iteration 146Q: 3 clusters Score -1.20175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -12017508.000000 Penalty: 5586.416992
	Iteration 147Q: 3 clusters Score -1.201751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 148Q: 3 clusters Score -1.201751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 149Q: 3 clusters Score -1.201751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -12017496.000000 Penalty: 5586.416992
	Iteration 150Q: 3 clusters Score -1.20175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -12017501.000000 Penalty: 5586.416992
	Iteration 151Q: 3 clusters Score -1.20175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -12017510.000000 Penalty: 5586.416992
	Iteration 152Q: 3 clusters Score -1.201751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -12017503.000000 Penalty: 5586.416992
	Iteration 153Q: 3 clusters Score -1.20175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -12017512.000000 Penalty: 5586.416992
	Iteration 154Q: 3 clusters Score -1.201751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 155Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 156Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -12017518.000000 Penalty: 5586.416992
	Iteration 157Q: 3 clusters Score -1.201752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 158Q: 3 clusters Score -1.201751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -12017512.000000 Penalty: 5586.416992
	Iteration 159Q: 3 clusters Score -1.201751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -12017503.000000 Penalty: 5586.416992
	Iteration 160F: 3 clusters Score -1.20175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -12017504.000000 Penalty: 5586.416992
	Iteration 161Q: 3 clusters Score -1.20175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -12017504.000000 Penalty: 5586.416992
	Iteration 162Q: 3 clusters Score -1.20175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -12017507.000000 Penalty: 5586.416992
	Iteration 163Q: 3 clusters Score -1.201751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -12017510.000000 Penalty: 5586.416992
	Iteration 164Q: 3 clusters Score -1.201751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -12017510.000000 Penalty: 5586.416992
	Iteration 165Q: 3 clusters Score -1.201751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -12017501.000000 Penalty: 5586.416992
	Iteration 166Q: 3 clusters Score -1.20175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -12017502.000000 Penalty: 5586.416992
	Iteration 167Q: 3 clusters Score -1.20175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -12017489.000000 Penalty: 5586.416992
	Iteration 168Q: 3 clusters Score -1.201749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -12017496.000000 Penalty: 5586.416992
	Iteration 169Q: 3 clusters Score -1.20175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -12017508.000000 Penalty: 5586.416992
	Iteration 170Q: 3 clusters Score -1.201751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -12017512.000000 Penalty: 5586.416992
	Iteration 171Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -12017513.000000 Penalty: 5586.416992
	Iteration 172Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -12017512.000000 Penalty: 5586.416992
	Iteration 173Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -12017511.000000 Penalty: 5586.416992
	Iteration 174Q: 3 clusters Score -1.201751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -12017519.000000 Penalty: 5586.416992
	Iteration 175Q: 3 clusters Score -1.201752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -12017519.000000 Penalty: 5586.416992
	Iteration 176F: 3 clusters Score -1.201752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 33869 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Entering Unmasked Estep 
Score: -120283400.000000 Penalty: 90978.140625
Splitting cluster 9 changes total score from -120256680.000000 to -120283400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (33869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Entering Unmasked Estep 
Score: -4976723.500000 Penalty: 2586.703369
	Iteration 0F: 2 clusters Score -4976724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4953564.500000 Penalty: 5173.406738
	Iteration 0F: 3 clusters Score -4953564 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4964361.000000 Penalty: 5173.406738
	Iteration 1F: 3 clusters Score -4964361 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4967962.500000 Penalty: 5173.406738
	Iteration 2F: 3 clusters Score -4967962 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4971446.500000 Penalty: 5173.406738
	Iteration 3F: 3 clusters Score -4971446 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4973942.500000 Penalty: 5173.406738
	Iteration 4F: 3 clusters Score -4973942 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4975346.500000 Penalty: 5173.406738
	Iteration 5F: 3 clusters Score -4975346 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4976051.500000 Penalty: 5173.406738
	Iteration 6Q: 3 clusters Score -4976052 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4976472.500000 Penalty: 5173.406738
	Iteration 7Q: 3 clusters Score -4976472 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4976726.000000 Penalty: 5173.406738
	Iteration 8Q: 3 clusters Score -4976726 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4976903.500000 Penalty: 5173.406738
	Iteration 9Q: 3 clusters Score -4976904 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -4977040.500000 Penalty: 5173.406738
	Iteration 10Q: 3 clusters Score -4977040 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4977134.500000 Penalty: 5173.406738
	Iteration 11Q: 3 clusters Score -4977134 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4977183.000000 Penalty: 5173.406738
	Iteration 12Q: 3 clusters Score -4977183 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4977206.000000 Penalty: 5173.406738
	Iteration 13Q: 3 clusters Score -4977206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -4977234.500000 Penalty: 5173.406738
	Iteration 14Q: 3 clusters Score -4977234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4977253.500000 Penalty: 5173.406738
	Iteration 15Q: 3 clusters Score -4977254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4977291.500000 Penalty: 5173.406738
	Iteration 16Q: 3 clusters Score -4977292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4977303.000000 Penalty: 5173.406738
	Iteration 17Q: 3 clusters Score -4977303 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4977337.500000 Penalty: 5173.406738
	Iteration 18Q: 3 clusters Score -4977338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4977355.000000 Penalty: 5173.406738
	Iteration 19Q: 3 clusters Score -4977355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4977372.500000 Penalty: 5173.406738
	Iteration 20F: 3 clusters Score -4977372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4977379.500000 Penalty: 5173.406738
	Iteration 21Q: 3 clusters Score -4977380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4977367.500000 Penalty: 5173.406738
	Iteration 22Q: 3 clusters Score -4977368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4977370.000000 Penalty: 5173.406738
	Iteration 23Q: 3 clusters Score -4977370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4977372.000000 Penalty: 5173.406738
	Iteration 24Q: 3 clusters Score -4977372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4977388.000000 Penalty: 5173.406738
	Iteration 25Q: 3 clusters Score -4977388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4977397.500000 Penalty: 5173.406738
	Iteration 26Q: 3 clusters Score -4977398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4977424.500000 Penalty: 5173.406738
	Iteration 27Q: 3 clusters Score -4977424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4977429.500000 Penalty: 5173.406738
	Iteration 28Q: 3 clusters Score -4977430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4977433.000000 Penalty: 5173.406738
	Iteration 29Q: 3 clusters Score -4977433 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4977465.500000 Penalty: 5173.406738
	Iteration 30Q: 3 clusters Score -4977466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4977464.500000 Penalty: 5173.406738
	Iteration 31Q: 3 clusters Score -4977464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4977482.500000 Penalty: 5173.406738
	Iteration 32Q: 3 clusters Score -4977482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4977485.500000 Penalty: 5173.406738
	Iteration 33Q: 3 clusters Score -4977486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4977503.500000 Penalty: 5173.406738
	Iteration 34Q: 3 clusters Score -4977504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4977497.500000 Penalty: 5173.406738
	Iteration 35Q: 3 clusters Score -4977498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4977520.000000 Penalty: 5173.406738
	Iteration 36Q: 3 clusters Score -4977520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4977512.000000 Penalty: 5173.406738
	Iteration 37Q: 3 clusters Score -4977512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4977542.500000 Penalty: 5173.406738
	Iteration 38Q: 3 clusters Score -4977542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4977573.500000 Penalty: 5173.406738
	Iteration 39Q: 3 clusters Score -4977574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4977590.500000 Penalty: 5173.406738
	Iteration 40F: 3 clusters Score -4977590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4977608.000000 Penalty: 5173.406738
	Iteration 41Q: 3 clusters Score -4977608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4977629.500000 Penalty: 5173.406738
	Iteration 42Q: 3 clusters Score -4977630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4977660.500000 Penalty: 5173.406738
	Iteration 43Q: 3 clusters Score -4977660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -4977685.500000 Penalty: 5173.406738
	Iteration 44Q: 3 clusters Score -4977686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4977706.000000 Penalty: 5173.406738
	Iteration 45Q: 3 clusters Score -4977706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4977726.000000 Penalty: 5173.406738
	Iteration 46Q: 3 clusters Score -4977726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4977766.000000 Penalty: 5173.406738
	Iteration 47Q: 3 clusters Score -4977766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4977784.500000 Penalty: 5173.406738
	Iteration 48Q: 3 clusters Score -4977784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4977791.000000 Penalty: 5173.406738
	Iteration 49Q: 3 clusters Score -4977791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4977797.000000 Penalty: 5173.406738
	Iteration 50Q: 3 clusters Score -4977797 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4977812.500000 Penalty: 5173.406738
	Iteration 51Q: 3 clusters Score -4977812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4977833.500000 Penalty: 5173.406738
	Iteration 52Q: 3 clusters Score -4977834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4977859.500000 Penalty: 5173.406738
	Iteration 53Q: 3 clusters Score -4977860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4977882.000000 Penalty: 5173.406738
	Iteration 54Q: 3 clusters Score -4977882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4977898.500000 Penalty: 5173.406738
	Iteration 55Q: 3 clusters Score -4977898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4977922.500000 Penalty: 5173.406738
	Iteration 56Q: 3 clusters Score -4977922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4977937.500000 Penalty: 5173.406738
	Iteration 57Q: 3 clusters Score -4977938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4977944.500000 Penalty: 5173.406738
	Iteration 58Q: 3 clusters Score -4977944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4977940.500000 Penalty: 5173.406738
	Iteration 59Q: 3 clusters Score -4977940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4977967.000000 Penalty: 5173.406738
	Iteration 60F: 3 clusters Score -4977967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4977983.000000 Penalty: 5173.406738
	Iteration 61Q: 3 clusters Score -4977983 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4978008.000000 Penalty: 5173.406738
	Iteration 62Q: 3 clusters Score -4978008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4978016.000000 Penalty: 5173.406738
	Iteration 63Q: 3 clusters Score -4978016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4978024.500000 Penalty: 5173.406738
	Iteration 64Q: 3 clusters Score -4978024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4978032.500000 Penalty: 5173.406738
	Iteration 65Q: 3 clusters Score -4978032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4978038.000000 Penalty: 5173.406738
	Iteration 66Q: 3 clusters Score -4978038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4978043.500000 Penalty: 5173.406738
	Iteration 67Q: 3 clusters Score -4978044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4978065.000000 Penalty: 5173.406738
	Iteration 68Q: 3 clusters Score -4978065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4978066.500000 Penalty: 5173.406738
	Iteration 69Q: 3 clusters Score -4978066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4978083.500000 Penalty: 5173.406738
	Iteration 70Q: 3 clusters Score -4978084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -4978110.500000 Penalty: 5173.406738
	Iteration 71Q: 3 clusters Score -4978110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4978115.000000 Penalty: 5173.406738
	Iteration 72Q: 3 clusters Score -4978115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4978139.500000 Penalty: 5173.406738
	Iteration 73Q: 3 clusters Score -4978140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4978174.000000 Penalty: 5173.406738
	Iteration 74Q: 3 clusters Score -4978174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4978179.000000 Penalty: 5173.406738
	Iteration 75Q: 3 clusters Score -4978179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4978231.000000 Penalty: 5173.406738
	Iteration 76Q: 3 clusters Score -4978231 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4978270.000000 Penalty: 5173.406738
	Iteration 77Q: 3 clusters Score -4978270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4978293.000000 Penalty: 5173.406738
	Iteration 78Q: 3 clusters Score -4978293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -4978327.500000 Penalty: 5173.406738
	Iteration 79Q: 3 clusters Score -4978328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4978312.000000 Penalty: 5173.406738
	Iteration 80F: 3 clusters Score -4978312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4978348.500000 Penalty: 5173.406738
	Iteration 81Q: 3 clusters Score -4978348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4978362.000000 Penalty: 5173.406738
	Iteration 82Q: 3 clusters Score -4978362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4978393.000000 Penalty: 5173.406738
	Iteration 83Q: 3 clusters Score -4978393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4978422.500000 Penalty: 5173.406738
	Iteration 84Q: 3 clusters Score -4978422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4978435.500000 Penalty: 5173.406738
	Iteration 85Q: 3 clusters Score -4978436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4978442.500000 Penalty: 5173.406738
	Iteration 86Q: 3 clusters Score -4978442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4978444.000000 Penalty: 5173.406738
	Iteration 87Q: 3 clusters Score -4978444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4978454.500000 Penalty: 5173.406738
	Iteration 88Q: 3 clusters Score -4978454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4978447.500000 Penalty: 5173.406738
	Iteration 89Q: 3 clusters Score -4978448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4978459.500000 Penalty: 5173.406738
	Iteration 90Q: 3 clusters Score -4978460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4978462.000000 Penalty: 5173.406738
	Iteration 91Q: 3 clusters Score -4978462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4978475.500000 Penalty: 5173.406738
	Iteration 92Q: 3 clusters Score -4978476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4978479.500000 Penalty: 5173.406738
	Iteration 93Q: 3 clusters Score -4978480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4978505.500000 Penalty: 5173.406738
	Iteration 94Q: 3 clusters Score -4978506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4978495.000000 Penalty: 5173.406738
	Iteration 95Q: 3 clusters Score -4978495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4978506.000000 Penalty: 5173.406738
	Iteration 96Q: 3 clusters Score -4978506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4978515.500000 Penalty: 5173.406738
	Iteration 97Q: 3 clusters Score -4978516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4978508.000000 Penalty: 5173.406738
	Iteration 98Q: 3 clusters Score -4978508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4978513.500000 Penalty: 5173.406738
	Iteration 99Q: 3 clusters Score -4978514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4978515.500000 Penalty: 5173.406738
	Iteration 100F: 3 clusters Score -4978516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4978545.000000 Penalty: 5173.406738
	Iteration 101Q: 3 clusters Score -4978545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -4978551.000000 Penalty: 5173.406738
	Iteration 102Q: 3 clusters Score -4978551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4978544.000000 Penalty: 5173.406738
	Iteration 103Q: 3 clusters Score -4978544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4978565.500000 Penalty: 5173.406738
	Iteration 104Q: 3 clusters Score -4978566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4978575.000000 Penalty: 5173.406738
	Iteration 105Q: 3 clusters Score -4978575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4978587.500000 Penalty: 5173.406738
	Iteration 106Q: 3 clusters Score -4978588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4978598.000000 Penalty: 5173.406738
	Iteration 107Q: 3 clusters Score -4978598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4978615.000000 Penalty: 5173.406738
	Iteration 108Q: 3 clusters Score -4978615 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4978666.500000 Penalty: 5173.406738
	Iteration 109Q: 3 clusters Score -4978666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -4978747.500000 Penalty: 5173.406738
	Iteration 110Q: 3 clusters Score -4978748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4978842.500000 Penalty: 5173.406738
	Iteration 111Q: 3 clusters Score -4978842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4978983.500000 Penalty: 5173.406738
	Iteration 112Q: 3 clusters Score -4978984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4979099.000000 Penalty: 5173.406738
	Iteration 113Q: 3 clusters Score -4979099 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4979223.000000 Penalty: 5173.406738
	Iteration 114Q: 3 clusters Score -4979223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4979281.000000 Penalty: 5173.406738
	Iteration 115Q: 3 clusters Score -4979281 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4979361.500000 Penalty: 5173.406738
	Iteration 116Q: 3 clusters Score -4979362 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4979394.000000 Penalty: 5173.406738
	Iteration 117Q: 3 clusters Score -4979394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4979414.000000 Penalty: 5173.406738
	Iteration 118Q: 3 clusters Score -4979414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4979439.500000 Penalty: 5173.406738
	Iteration 119Q: 3 clusters Score -4979440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4979438.000000 Penalty: 5173.406738
	Iteration 120F: 3 clusters Score -4979438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4979463.000000 Penalty: 5173.406738
	Iteration 121Q: 3 clusters Score -4979463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4979475.500000 Penalty: 5173.406738
	Iteration 122Q: 3 clusters Score -4979476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4979524.000000 Penalty: 5173.406738
	Iteration 123Q: 3 clusters Score -4979524 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4979587.000000 Penalty: 5173.406738
	Iteration 124Q: 3 clusters Score -4979587 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4979701.000000 Penalty: 5173.406738
	Iteration 125Q: 3 clusters Score -4979701 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4979789.500000 Penalty: 5173.406738
	Iteration 126Q: 3 clusters Score -4979790 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4979890.000000 Penalty: 5173.406738
	Iteration 127Q: 3 clusters Score -4979890 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4979975.500000 Penalty: 5173.406738
	Iteration 128Q: 3 clusters Score -4979976 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4980022.000000 Penalty: 5173.406738
	Iteration 129Q: 3 clusters Score -4980022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4980054.000000 Penalty: 5173.406738
	Iteration 130Q: 3 clusters Score -4980054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4980078.000000 Penalty: 5173.406738
	Iteration 131Q: 3 clusters Score -4980078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4980085.000000 Penalty: 5173.406738
	Iteration 132Q: 3 clusters Score -4980085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4980087.000000 Penalty: 5173.406738
	Iteration 133Q: 3 clusters Score -4980087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4980089.500000 Penalty: 5173.406738
	Iteration 134Q: 3 clusters Score -4980090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -4980103.000000 Penalty: 5173.406738
	Iteration 135Q: 3 clusters Score -4980103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4980118.000000 Penalty: 5173.406738
	Iteration 136Q: 3 clusters Score -4980118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4980118.500000 Penalty: 5173.406738
	Iteration 137Q: 3 clusters Score -4980118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4980135.000000 Penalty: 5173.406738
	Iteration 138Q: 3 clusters Score -4980135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4980139.000000 Penalty: 5173.406738
	Iteration 139Q: 3 clusters Score -4980139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4980137.000000 Penalty: 5173.406738
	Iteration 140F: 3 clusters Score -4980137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4980151.000000 Penalty: 5173.406738
	Iteration 141Q: 3 clusters Score -4980151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4980150.000000 Penalty: 5173.406738
	Iteration 142Q: 3 clusters Score -4980150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -4980150.500000 Penalty: 5173.406738
	Iteration 143Q: 3 clusters Score -4980150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4980154.500000 Penalty: 5173.406738
	Iteration 144Q: 3 clusters Score -4980154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4980165.000000 Penalty: 5173.406738
	Iteration 145Q: 3 clusters Score -4980165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4980158.500000 Penalty: 5173.406738
	Iteration 146Q: 3 clusters Score -4980158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4980161.000000 Penalty: 5173.406738
	Iteration 147Q: 3 clusters Score -4980161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4980163.500000 Penalty: 5173.406738
	Iteration 148Q: 3 clusters Score -4980164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4980165.000000 Penalty: 5173.406738
	Iteration 149Q: 3 clusters Score -4980165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4980155.000000 Penalty: 5173.406738
	Iteration 150Q: 3 clusters Score -4980155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4980160.000000 Penalty: 5173.406738
	Iteration 151Q: 3 clusters Score -4980160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -4980155.500000 Penalty: 5173.406738
	Iteration 152Q: 3 clusters Score -4980156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -4980160.500000 Penalty: 5173.406738
	Iteration 153Q: 3 clusters Score -4980160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4980154.000000 Penalty: 5173.406738
	Iteration 154Q: 3 clusters Score -4980154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4980163.000000 Penalty: 5173.406738
	Iteration 155Q: 3 clusters Score -4980163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4980158.000000 Penalty: 5173.406738
	Iteration 156Q: 3 clusters Score -4980158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4980159.000000 Penalty: 5173.406738
	Iteration 157Q: 3 clusters Score -4980159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4980159.000000 Penalty: 5173.406738
	Iteration 158F: 3 clusters Score -4980159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Entering Unmasked Estep 
Score: -120286232.000000 Penalty: 94347.703125
Splitting cluster 10 changes total score from -120256680.000000 to -120286232.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (3210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Entering Unmasked Estep 
Score: -469201.250000 Penalty: 2002.358521
	Iteration 0F: 2 clusters Score -469201.2 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 1604 members 
Entering Unmasked Estep 
Score: -465858.093750 Penalty: 4004.717041
	Iteration 0F: 3 clusters Score -465858.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -466811.281250 Penalty: 4004.717041
	Iteration 1F: 3 clusters Score -466811.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -467284.375000 Penalty: 4004.717041
	Iteration 2F: 3 clusters Score -467284.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -467752.375000 Penalty: 4004.717041
	Iteration 3F: 3 clusters Score -467752.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -468168.187500 Penalty: 4004.717041
	Iteration 4F: 3 clusters Score -468168.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -468501.218750 Penalty: 4004.717041
	Iteration 5F: 3 clusters Score -468501.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -468748.375000 Penalty: 4004.717041
	Iteration 6F: 3 clusters Score -468748.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -468914.250000 Penalty: 4004.717041
	Iteration 7Q: 3 clusters Score -468914.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -468997.812500 Penalty: 4004.717041
	Iteration 8Q: 3 clusters Score -468997.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -469034.812500 Penalty: 4004.717041
	Iteration 9Q: 3 clusters Score -469034.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -469062.875000 Penalty: 4004.717041
	Iteration 10Q: 3 clusters Score -469062.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -469090.218750 Penalty: 4004.717041
	Iteration 11Q: 3 clusters Score -469090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -469110.218750 Penalty: 4004.717041
	Iteration 12Q: 3 clusters Score -469110.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -469124.625000 Penalty: 4004.717041
	Iteration 13Q: 3 clusters Score -469124.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -469136.750000 Penalty: 4004.717041
	Iteration 14Q: 3 clusters Score -469136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -469140.031250 Penalty: 4004.717041
	Iteration 15Q: 3 clusters Score -469140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -469140.687500 Penalty: 4004.717041
	Iteration 16Q: 3 clusters Score -469140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -469141.093750 Penalty: 4004.717041
	Iteration 17Q: 3 clusters Score -469141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -469141.093750 Penalty: 4004.717041
	Iteration 18F: 3 clusters Score -469141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -659673.812500 Penalty: 2088.055908
	Iteration 0F: 2 clusters Score -659673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -655479.125000 Penalty: 4176.111816
	Iteration 0F: 3 clusters Score -655479.1 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -657025.750000 Penalty: 4176.111816
	Iteration 1F: 3 clusters Score -657025.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -658432.062500 Penalty: 4176.111816
	Iteration 2F: 3 clusters Score -658432.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -660204.500000 Penalty: 4176.111816
	Iteration 3F: 3 clusters Score -660204.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -661213.312500 Penalty: 4176.111816
	Iteration 4F: 3 clusters Score -661213.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -661598.187500 Penalty: 4176.111816
	Iteration 5F: 3 clusters Score -661598.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -661728.062500 Penalty: 4176.111816
	Iteration 6Q: 3 clusters Score -661728.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -661790.000000 Penalty: 4176.111816
	Iteration 7Q: 3 clusters Score -661790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -661819.687500 Penalty: 4176.111816
	Iteration 8Q: 3 clusters Score -661819.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -661841.125000 Penalty: 4176.111816
	Iteration 9Q: 3 clusters Score -661841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -661862.687500 Penalty: 4176.111816
	Iteration 10Q: 3 clusters Score -661862.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -661876.750000 Penalty: 4176.111816
	Iteration 11Q: 3 clusters Score -661876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -661888.187500 Penalty: 4176.111816
	Iteration 12Q: 3 clusters Score -661888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -661899.562500 Penalty: 4176.111816
	Iteration 13Q: 3 clusters Score -661899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -661907.562500 Penalty: 4176.111816
	Iteration 14Q: 3 clusters Score -661907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -661912.625000 Penalty: 4176.111816
	Iteration 15Q: 3 clusters Score -661912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -661913.187500 Penalty: 4176.111816
	Iteration 16Q: 3 clusters Score -661913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -661915.500000 Penalty: 4176.111816
	Iteration 17Q: 3 clusters Score -661915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -661916.500000 Penalty: 4176.111816
	Iteration 18Q: 3 clusters Score -661916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -661919.187500 Penalty: 4176.111816
	Iteration 19Q: 3 clusters Score -661919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -661921.687500 Penalty: 4176.111816
	Iteration 20F: 3 clusters Score -661921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -661922.875000 Penalty: 4176.111816
	Iteration 21Q: 3 clusters Score -661922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -661922.875000 Penalty: 4176.111816
	Iteration 22F: 3 clusters Score -661922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Entering Unmasked Estep 
Score: -120287136.000000 Penalty: 97717.265625
Splitting cluster 13 changes total score from -120256680.000000 to -120287136.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (18448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Entering Unmasked Estep 
Score: -2732573.250000 Penalty: 2436.032227
	Iteration 0F: 2 clusters Score -2732573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2719537.750000 Penalty: 4872.064453
	Iteration 0F: 3 clusters Score -2719538 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2724130.250000 Penalty: 4872.064453
	Iteration 1F: 3 clusters Score -2724130 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2725115.000000 Penalty: 4872.064453
	Iteration 2F: 3 clusters Score -2725115 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2726341.000000 Penalty: 4872.064453
	Iteration 3F: 3 clusters Score -2726341 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2727690.250000 Penalty: 4872.064453
	Iteration 4F: 3 clusters Score -2727690 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2728960.750000 Penalty: 4872.064453
	Iteration 5F: 3 clusters Score -2728961 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2729920.000000 Penalty: 4872.064453
	Iteration 6F: 3 clusters Score -2729920 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2730570.250000 Penalty: 4872.064453
	Iteration 7F: 3 clusters Score -2730570 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2730970.750000 Penalty: 4872.064453
	Iteration 8Q: 3 clusters Score -2730971 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2731252.000000 Penalty: 4872.064453
	Iteration 9Q: 3 clusters Score -2731252 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2731461.750000 Penalty: 4872.064453
	Iteration 10Q: 3 clusters Score -2731462 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2731656.250000 Penalty: 4872.064453
	Iteration 11Q: 3 clusters Score -2731656 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2731830.000000 Penalty: 4872.064453
	Iteration 12Q: 3 clusters Score -2731830 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2731957.750000 Penalty: 4872.064453
	Iteration 13Q: 3 clusters Score -2731958 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2732064.000000 Penalty: 4872.064453
	Iteration 14Q: 3 clusters Score -2732064 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2732119.250000 Penalty: 4872.064453
	Iteration 15Q: 3 clusters Score -2732119 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2732179.000000 Penalty: 4872.064453
	Iteration 16Q: 3 clusters Score -2732179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2732210.500000 Penalty: 4872.064453
	Iteration 17Q: 3 clusters Score -2732210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2732251.250000 Penalty: 4872.064453
	Iteration 18Q: 3 clusters Score -2732251 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2732281.250000 Penalty: 4872.064453
	Iteration 19Q: 3 clusters Score -2732281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2732293.250000 Penalty: 4872.064453
	Iteration 20F: 3 clusters Score -2732293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2732312.500000 Penalty: 4872.064453
	Iteration 21Q: 3 clusters Score -2732312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2732325.500000 Penalty: 4872.064453
	Iteration 22Q: 3 clusters Score -2732326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2732327.750000 Penalty: 4872.064453
	Iteration 23Q: 3 clusters Score -2732328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2732330.500000 Penalty: 4872.064453
	Iteration 24Q: 3 clusters Score -2732330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2732339.250000 Penalty: 4872.064453
	Iteration 25Q: 3 clusters Score -2732339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2732342.750000 Penalty: 4872.064453
	Iteration 26Q: 3 clusters Score -2732343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2732350.250000 Penalty: 4872.064453
	Iteration 27Q: 3 clusters Score -2732350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2732349.750000 Penalty: 4872.064453
	Iteration 28Q: 3 clusters Score -2732350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2732350.250000 Penalty: 4872.064453
	Iteration 29Q: 3 clusters Score -2732350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2732344.500000 Penalty: 4872.064453
	Iteration 30Q: 3 clusters Score -2732344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2732337.250000 Penalty: 4872.064453
	Iteration 31Q: 3 clusters Score -2732337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2732338.750000 Penalty: 4872.064453
	Iteration 32Q: 3 clusters Score -2732339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2732344.500000 Penalty: 4872.064453
	Iteration 33Q: 3 clusters Score -2732344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2732340.000000 Penalty: 4872.064453
	Iteration 34Q: 3 clusters Score -2732340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2732354.000000 Penalty: 4872.064453
	Iteration 35Q: 3 clusters Score -2732354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2732362.000000 Penalty: 4872.064453
	Iteration 36Q: 3 clusters Score -2732362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2732360.250000 Penalty: 4872.064453
	Iteration 37Q: 3 clusters Score -2732360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2732364.750000 Penalty: 4872.064453
	Iteration 38Q: 3 clusters Score -2732365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2732373.250000 Penalty: 4872.064453
	Iteration 39Q: 3 clusters Score -2732373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2732372.000000 Penalty: 4872.064453
	Iteration 40F: 3 clusters Score -2732372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2732373.500000 Penalty: 4872.064453
	Iteration 41Q: 3 clusters Score -2732374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2732376.250000 Penalty: 4872.064453
	Iteration 42Q: 3 clusters Score -2732376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2732377.500000 Penalty: 4872.064453
	Iteration 43Q: 3 clusters Score -2732378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2732374.000000 Penalty: 4872.064453
	Iteration 44Q: 3 clusters Score -2732374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2732379.750000 Penalty: 4872.064453
	Iteration 45Q: 3 clusters Score -2732380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2732381.000000 Penalty: 4872.064453
	Iteration 46Q: 3 clusters Score -2732381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2732384.000000 Penalty: 4872.064453
	Iteration 47Q: 3 clusters Score -2732384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2732384.250000 Penalty: 4872.064453
	Iteration 48Q: 3 clusters Score -2732384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2732391.000000 Penalty: 4872.064453
	Iteration 49Q: 3 clusters Score -2732391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2732393.250000 Penalty: 4872.064453
	Iteration 50Q: 3 clusters Score -2732393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2732394.000000 Penalty: 4872.064453
	Iteration 51Q: 3 clusters Score -2732394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2732395.750000 Penalty: 4872.064453
	Iteration 52Q: 3 clusters Score -2732396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2732401.500000 Penalty: 4872.064453
	Iteration 53Q: 3 clusters Score -2732402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2732401.750000 Penalty: 4872.064453
	Iteration 54Q: 3 clusters Score -2732402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2732408.750000 Penalty: 4872.064453
	Iteration 55Q: 3 clusters Score -2732409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2732416.750000 Penalty: 4872.064453
	Iteration 56Q: 3 clusters Score -2732417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2732426.250000 Penalty: 4872.064453
	Iteration 57Q: 3 clusters Score -2732426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2732423.000000 Penalty: 4872.064453
	Iteration 58Q: 3 clusters Score -2732423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2732427.500000 Penalty: 4872.064453
	Iteration 59Q: 3 clusters Score -2732428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2732423.250000 Penalty: 4872.064453
	Iteration 60F: 3 clusters Score -2732423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2732431.000000 Penalty: 4872.064453
	Iteration 61Q: 3 clusters Score -2732431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2732436.000000 Penalty: 4872.064453
	Iteration 62Q: 3 clusters Score -2732436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2732438.250000 Penalty: 4872.064453
	Iteration 63Q: 3 clusters Score -2732438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2732443.500000 Penalty: 4872.064453
	Iteration 64Q: 3 clusters Score -2732444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2732441.500000 Penalty: 4872.064453
	Iteration 65Q: 3 clusters Score -2732442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2732449.500000 Penalty: 4872.064453
	Iteration 66Q: 3 clusters Score -2732450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2732446.750000 Penalty: 4872.064453
	Iteration 67Q: 3 clusters Score -2732447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2732451.000000 Penalty: 4872.064453
	Iteration 68Q: 3 clusters Score -2732451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2732457.750000 Penalty: 4872.064453
	Iteration 69Q: 3 clusters Score -2732458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2732457.750000 Penalty: 4872.064453
	Iteration 70Q: 3 clusters Score -2732458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2732461.250000 Penalty: 4872.064453
	Iteration 71Q: 3 clusters Score -2732461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2732457.500000 Penalty: 4872.064453
	Iteration 72Q: 3 clusters Score -2732458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2732456.250000 Penalty: 4872.064453
	Iteration 73Q: 3 clusters Score -2732456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2732457.500000 Penalty: 4872.064453
	Iteration 74Q: 3 clusters Score -2732458 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2732456.500000 Penalty: 4872.064453
	Iteration 75Q: 3 clusters Score -2732456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2732454.750000 Penalty: 4872.064453
	Iteration 76Q: 3 clusters Score -2732455 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2732460.250000 Penalty: 4872.064453
	Iteration 77Q: 3 clusters Score -2732460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2732460.500000 Penalty: 4872.064453
	Iteration 78Q: 3 clusters Score -2732460 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2732461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2732462.500000 Penalty: 4872.064453
	Iteration 80F: 3 clusters Score -2732462 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2732462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2732466.750000 Penalty: 4872.064453
	Iteration 82Q: 3 clusters Score -2732467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2732468.000000 Penalty: 4872.064453
	Iteration 83Q: 3 clusters Score -2732468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2732467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2732468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2732469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2732475.250000 Penalty: 4872.064453
	Iteration 87Q: 3 clusters Score -2732475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2732472.750000 Penalty: 4872.064453
	Iteration 88Q: 3 clusters Score -2732473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2732476.250000 Penalty: 4872.064453
	Iteration 89Q: 3 clusters Score -2732476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2732480.000000 Penalty: 4872.064453
	Iteration 90Q: 3 clusters Score -2732480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2732480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2732480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2732479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2732478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2732470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2732473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2732480 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2732479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2732479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2732479.250000 Penalty: 4872.064453
	Iteration 100F: 3 clusters Score -2732479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2732478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2732479 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2732480 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2732478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2732481.250000 Penalty: 4872.064453
	Iteration 105Q: 3 clusters Score -2732481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2732481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2732480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2732480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2732480.500000 Penalty: 4872.064453
	Iteration 109Q: 3 clusters Score -2732480 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2732480 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2732478 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6665 members 
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	Iteration 112Q: 3 clusters Score -2732480 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2732480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6665 members 
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	Iteration 114Q: 3 clusters Score -2732480 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11784 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2732480 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2732480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2732477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2732478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2732480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2732478 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2732480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2732480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2732482.500000 Penalty: 4872.064453
	Iteration 123Q: 3 clusters Score -2732482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2732483 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2732483 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6627 members 
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	Iteration 126Q: 3 clusters Score -2732483 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11830 members 
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	Iteration 127Q: 3 clusters Score -2732479 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 6610 members 
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	Iteration 128Q: 3 clusters Score -2732481 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2732483 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2732486 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2732485 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11863 members 
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Entering Unmasked Estep 
Score: -2732492.250000 Penalty: 4872.064453
	Iteration 132Q: 3 clusters Score -2732492 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2732497 nChanged 4
Entering Unmasked Mstep 
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	Iteration 134Q: 3 clusters Score -2732500 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2732494 nChanged 12
Entering Unmasked Mstep 
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	Iteration 136Q: 3 clusters Score -2732492 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2732496 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2732496 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2732494 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2732490.500000 Penalty: 4872.064453
	Iteration 140F: 3 clusters Score -2732490 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2732494 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2732501 nChanged 21
Entering Unmasked Mstep 
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	Iteration 143Q: 3 clusters Score -2732504 nChanged 17
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	Iteration 144Q: 3 clusters Score -2732502 nChanged 16
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	Iteration 145Q: 3 clusters Score -2732500 nChanged 14
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	Iteration 146Q: 3 clusters Score -2732504 nChanged 9
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Entering Unmasked Estep 
Score: -2732507.250000 Penalty: 4872.064453
	Iteration 147Q: 3 clusters Score -2732507 nChanged 10
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Entering Unmasked Estep 
Score: -2732509.250000 Penalty: 4872.064453
	Iteration 148Q: 3 clusters Score -2732509 nChanged 8
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Entering Unmasked Estep 
Score: -2732513.250000 Penalty: 4872.064453
	Iteration 149Q: 3 clusters Score -2732513 nChanged 15
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	Iteration 150Q: 3 clusters Score -2732511 nChanged 19
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	Iteration 151Q: 3 clusters Score -2732508 nChanged 10
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	Iteration 152Q: 3 clusters Score -2732512 nChanged 7
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	Iteration 153Q: 3 clusters Score -2732512 nChanged 3
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	Iteration 154Q: 3 clusters Score -2732512 nChanged 3
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	Iteration 155Q: 3 clusters Score -2732514 nChanged 3
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	Iteration 156Q: 3 clusters Score -2732514 nChanged 2
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	Iteration 157Q: 3 clusters Score -2732515 nChanged 5
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	Iteration 158Q: 3 clusters Score -2732520 nChanged 7
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	Iteration 159Q: 3 clusters Score -2732515 nChanged 8
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	Iteration 160F: 3 clusters Score -2732514 nChanged 5
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	Iteration 161Q: 3 clusters Score -2732516 nChanged 7
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	Iteration 162Q: 3 clusters Score -2732516 nChanged 13
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	Iteration 163Q: 3 clusters Score -2732513 nChanged 13
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	Iteration 164Q: 3 clusters Score -2732520 nChanged 12
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	Iteration 165Q: 3 clusters Score -2732522 nChanged 9
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	Iteration 166Q: 3 clusters Score -2732523 nChanged 12
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	Iteration 167Q: 3 clusters Score -2732525 nChanged 7
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	Iteration 168Q: 3 clusters Score -2732528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2732530.000000 Penalty: 4872.064453
	Iteration 169Q: 3 clusters Score -2732530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2732538.250000 Penalty: 4872.064453
	Iteration 170Q: 3 clusters Score -2732538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2732535.750000 Penalty: 4872.064453
	Iteration 171Q: 3 clusters Score -2732536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2732540.750000 Penalty: 4872.064453
	Iteration 172Q: 3 clusters Score -2732541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2732541.750000 Penalty: 4872.064453
	Iteration 173Q: 3 clusters Score -2732542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2732546.500000 Penalty: 4872.064453
	Iteration 174Q: 3 clusters Score -2732546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2732550.250000 Penalty: 4872.064453
	Iteration 175Q: 3 clusters Score -2732550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2732554.250000 Penalty: 4872.064453
	Iteration 176Q: 3 clusters Score -2732554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2732554.750000 Penalty: 4872.064453
	Iteration 177Q: 3 clusters Score -2732555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2732565.250000 Penalty: 4872.064453
	Iteration 178Q: 3 clusters Score -2732565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2732558.750000 Penalty: 4872.064453
	Iteration 179Q: 3 clusters Score -2732559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2732569.750000 Penalty: 4872.064453
	Iteration 180F: 3 clusters Score -2732570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2732576.750000 Penalty: 4872.064453
	Iteration 181Q: 3 clusters Score -2732577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2732586.000000 Penalty: 4872.064453
	Iteration 182Q: 3 clusters Score -2732586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2732589.000000 Penalty: 4872.064453
	Iteration 183Q: 3 clusters Score -2732589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2732597.500000 Penalty: 4872.064453
	Iteration 184Q: 3 clusters Score -2732598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2732605.750000 Penalty: 4872.064453
	Iteration 185Q: 3 clusters Score -2732606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2732612.750000 Penalty: 4872.064453
	Iteration 186Q: 3 clusters Score -2732613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2732614.000000 Penalty: 4872.064453
	Iteration 187Q: 3 clusters Score -2732614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2732624.500000 Penalty: 4872.064453
	Iteration 188Q: 3 clusters Score -2732624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2732626.000000 Penalty: 4872.064453
	Iteration 189Q: 3 clusters Score -2732626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2732631.750000 Penalty: 4872.064453
	Iteration 190Q: 3 clusters Score -2732632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2732636.750000 Penalty: 4872.064453
	Iteration 191Q: 3 clusters Score -2732637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2732642.500000 Penalty: 4872.064453
	Iteration 192Q: 3 clusters Score -2732642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2732641.500000 Penalty: 4872.064453
	Iteration 193Q: 3 clusters Score -2732642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2732652.250000 Penalty: 4872.064453
	Iteration 194Q: 3 clusters Score -2732652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2732648.250000 Penalty: 4872.064453
	Iteration 195Q: 3 clusters Score -2732648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2732648.000000 Penalty: 4872.064453
	Iteration 196Q: 3 clusters Score -2732648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2732651.250000 Penalty: 4872.064453
	Iteration 197Q: 3 clusters Score -2732651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2732648.500000 Penalty: 4872.064453
	Iteration 198Q: 3 clusters Score -2732648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2732649.000000 Penalty: 4872.064453
	Iteration 199Q: 3 clusters Score -2732649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2732657.000000 Penalty: 4872.064453
	Iteration 200F: 3 clusters Score -2732657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2732655.500000 Penalty: 4872.064453
	Iteration 201Q: 3 clusters Score -2732656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2732653.500000 Penalty: 4872.064453
	Iteration 202Q: 3 clusters Score -2732654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2732660.000000 Penalty: 4872.064453
	Iteration 203Q: 3 clusters Score -2732660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2732659.500000 Penalty: 4872.064453
	Iteration 204Q: 3 clusters Score -2732660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2732661.500000 Penalty: 4872.064453
	Iteration 205Q: 3 clusters Score -2732662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2732655.250000 Penalty: 4872.064453
	Iteration 206Q: 3 clusters Score -2732655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2732660.250000 Penalty: 4872.064453
	Iteration 207Q: 3 clusters Score -2732660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2732666.750000 Penalty: 4872.064453
	Iteration 208Q: 3 clusters Score -2732667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2732666.000000 Penalty: 4872.064453
	Iteration 209Q: 3 clusters Score -2732666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2732659.750000 Penalty: 4872.064453
	Iteration 210Q: 3 clusters Score -2732660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2732660.500000 Penalty: 4872.064453
	Iteration 211Q: 3 clusters Score -2732660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2732659.500000 Penalty: 4872.064453
	Iteration 212Q: 3 clusters Score -2732660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2732658.500000 Penalty: 4872.064453
	Iteration 213Q: 3 clusters Score -2732658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2732658.500000 Penalty: 4872.064453
	Iteration 214Q: 3 clusters Score -2732658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2732661.750000 Penalty: 4872.064453
	Iteration 215Q: 3 clusters Score -2732662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2732667.750000 Penalty: 4872.064453
	Iteration 216Q: 3 clusters Score -2732668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2732666.500000 Penalty: 4872.064453
	Iteration 217Q: 3 clusters Score -2732666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2732664.500000 Penalty: 4872.064453
	Iteration 218Q: 3 clusters Score -2732664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2732664.500000 Penalty: 4872.064453
	Iteration 219F: 3 clusters Score -2732664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Entering Unmasked Estep 
Score: -120286040.000000 Penalty: 101086.828125
Splitting cluster 14 changes total score from -120256680.000000 to -120286040.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (30777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Entering Unmasked Estep 
Score: -4514576.500000 Penalty: 2562.961670
	Iteration 0F: 2 clusters Score -4514576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4493326.000000 Penalty: 5125.923340
	Iteration 0F: 3 clusters Score -4493326 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4501748.500000 Penalty: 5125.923340
	Iteration 1F: 3 clusters Score -4501748 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4502973.500000 Penalty: 5125.923340
	Iteration 2F: 3 clusters Score -4502974 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4504315.500000 Penalty: 5125.923340
	Iteration 3F: 3 clusters Score -4504316 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4505837.000000 Penalty: 5125.923340
	Iteration 4F: 3 clusters Score -4505837 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4507516.000000 Penalty: 5125.923340
	Iteration 5F: 3 clusters Score -4507516 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4509146.000000 Penalty: 5125.923340
	Iteration 6F: 3 clusters Score -4509146 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4510530.500000 Penalty: 5125.923340
	Iteration 7F: 3 clusters Score -4510530 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4511565.500000 Penalty: 5125.923340
	Iteration 8Q: 3 clusters Score -4511566 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4512183.500000 Penalty: 5125.923340
	Iteration 9Q: 3 clusters Score -4512184 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4512557.500000 Penalty: 5125.923340
	Iteration 10Q: 3 clusters Score -4512558 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4512833.500000 Penalty: 5125.923340
	Iteration 11Q: 3 clusters Score -4512834 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4512991.000000 Penalty: 5125.923340
	Iteration 12Q: 3 clusters Score -4512991 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4513123.500000 Penalty: 5125.923340
	Iteration 13Q: 3 clusters Score -4513124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4513220.000000 Penalty: 5125.923340
	Iteration 14Q: 3 clusters Score -4513220 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4513309.500000 Penalty: 5125.923340
	Iteration 15Q: 3 clusters Score -4513310 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4513405.000000 Penalty: 5125.923340
	Iteration 16Q: 3 clusters Score -4513405 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4513469.000000 Penalty: 5125.923340
	Iteration 17Q: 3 clusters Score -4513469 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4513551.500000 Penalty: 5125.923340
	Iteration 18Q: 3 clusters Score -4513552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4513632.500000 Penalty: 5125.923340
	Iteration 19Q: 3 clusters Score -4513632 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4513711.000000 Penalty: 5125.923340
	Iteration 20F: 3 clusters Score -4513711 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4513764.000000 Penalty: 5125.923340
	Iteration 21Q: 3 clusters Score -4513764 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4513849.000000 Penalty: 5125.923340
	Iteration 22Q: 3 clusters Score -4513849 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4513932.000000 Penalty: 5125.923340
	Iteration 23Q: 3 clusters Score -4513932 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4514006.000000 Penalty: 5125.923340
	Iteration 24Q: 3 clusters Score -4514006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4514109.000000 Penalty: 5125.923340
	Iteration 25Q: 3 clusters Score -4514109 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4514181.500000 Penalty: 5125.923340
	Iteration 26Q: 3 clusters Score -4514182 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4514249.000000 Penalty: 5125.923340
	Iteration 27Q: 3 clusters Score -4514249 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4514308.000000 Penalty: 5125.923340
	Iteration 28Q: 3 clusters Score -4514308 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4514348.000000 Penalty: 5125.923340
	Iteration 29Q: 3 clusters Score -4514348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4514401.000000 Penalty: 5125.923340
	Iteration 30Q: 3 clusters Score -4514401 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4514443.500000 Penalty: 5125.923340
	Iteration 31Q: 3 clusters Score -4514444 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4514500.000000 Penalty: 5125.923340
	Iteration 32Q: 3 clusters Score -4514500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4514542.500000 Penalty: 5125.923340
	Iteration 33Q: 3 clusters Score -4514542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4514608.500000 Penalty: 5125.923340
	Iteration 34Q: 3 clusters Score -4514608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -4514652.500000 Penalty: 5125.923340
	Iteration 35Q: 3 clusters Score -4514652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4514693.500000 Penalty: 5125.923340
	Iteration 36Q: 3 clusters Score -4514694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4514711.500000 Penalty: 5125.923340
	Iteration 37Q: 3 clusters Score -4514712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4514757.000000 Penalty: 5125.923340
	Iteration 38Q: 3 clusters Score -4514757 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4514787.000000 Penalty: 5125.923340
	Iteration 39Q: 3 clusters Score -4514787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -4514826.000000 Penalty: 5125.923340
	Iteration 40F: 3 clusters Score -4514826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4514849.500000 Penalty: 5125.923340
	Iteration 41Q: 3 clusters Score -4514850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4514867.500000 Penalty: 5125.923340
	Iteration 42Q: 3 clusters Score -4514868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4514863.000000 Penalty: 5125.923340
	Iteration 43Q: 3 clusters Score -4514863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4514861.000000 Penalty: 5125.923340
	Iteration 44Q: 3 clusters Score -4514861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4514867.000000 Penalty: 5125.923340
	Iteration 45Q: 3 clusters Score -4514867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4514869.500000 Penalty: 5125.923340
	Iteration 46Q: 3 clusters Score -4514870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -4514883.500000 Penalty: 5125.923340
	Iteration 47Q: 3 clusters Score -4514884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4514890.500000 Penalty: 5125.923340
	Iteration 48Q: 3 clusters Score -4514890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4514908.500000 Penalty: 5125.923340
	Iteration 49Q: 3 clusters Score -4514908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4514918.500000 Penalty: 5125.923340
	Iteration 50Q: 3 clusters Score -4514918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4514928.000000 Penalty: 5125.923340
	Iteration 51Q: 3 clusters Score -4514928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4514923.000000 Penalty: 5125.923340
	Iteration 52Q: 3 clusters Score -4514923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4514931.000000 Penalty: 5125.923340
	Iteration 53Q: 3 clusters Score -4514931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4514940.000000 Penalty: 5125.923340
	Iteration 54Q: 3 clusters Score -4514940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4514940.000000 Penalty: 5125.923340
	Iteration 55Q: 3 clusters Score -4514940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4514947.000000 Penalty: 5125.923340
	Iteration 56Q: 3 clusters Score -4514947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4514958.500000 Penalty: 5125.923340
	Iteration 57Q: 3 clusters Score -4514958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4514979.500000 Penalty: 5125.923340
	Iteration 58Q: 3 clusters Score -4514980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4514981.500000 Penalty: 5125.923340
	Iteration 59Q: 3 clusters Score -4514982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4515002.500000 Penalty: 5125.923340
	Iteration 60F: 3 clusters Score -4515002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4515015.500000 Penalty: 5125.923340
	Iteration 61Q: 3 clusters Score -4515016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4515037.000000 Penalty: 5125.923340
	Iteration 62Q: 3 clusters Score -4515037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4515056.000000 Penalty: 5125.923340
	Iteration 63Q: 3 clusters Score -4515056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4515056.000000 Penalty: 5125.923340
	Iteration 64Q: 3 clusters Score -4515056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4515075.500000 Penalty: 5125.923340
	Iteration 65Q: 3 clusters Score -4515076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4515095.000000 Penalty: 5125.923340
	Iteration 66Q: 3 clusters Score -4515095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4515105.000000 Penalty: 5125.923340
	Iteration 67Q: 3 clusters Score -4515105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4515106.500000 Penalty: 5125.923340
	Iteration 68Q: 3 clusters Score -4515106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4515132.500000 Penalty: 5125.923340
	Iteration 69Q: 3 clusters Score -4515132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4515131.500000 Penalty: 5125.923340
	Iteration 70Q: 3 clusters Score -4515132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4515142.000000 Penalty: 5125.923340
	Iteration 71Q: 3 clusters Score -4515142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4515142.500000 Penalty: 5125.923340
	Iteration 72Q: 3 clusters Score -4515142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4515153.500000 Penalty: 5125.923340
	Iteration 73Q: 3 clusters Score -4515154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4515161.500000 Penalty: 5125.923340
	Iteration 74Q: 3 clusters Score -4515162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4515165.500000 Penalty: 5125.923340
	Iteration 75Q: 3 clusters Score -4515166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4515171.000000 Penalty: 5125.923340
	Iteration 76Q: 3 clusters Score -4515171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4515186.000000 Penalty: 5125.923340
	Iteration 77Q: 3 clusters Score -4515186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4515198.000000 Penalty: 5125.923340
	Iteration 78Q: 3 clusters Score -4515198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4515213.000000 Penalty: 5125.923340
	Iteration 79Q: 3 clusters Score -4515213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4515229.500000 Penalty: 5125.923340
	Iteration 80F: 3 clusters Score -4515230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4515230.500000 Penalty: 5125.923340
	Iteration 81Q: 3 clusters Score -4515230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4515234.500000 Penalty: 5125.923340
	Iteration 82Q: 3 clusters Score -4515234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4515248.500000 Penalty: 5125.923340
	Iteration 83Q: 3 clusters Score -4515248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -4515256.500000 Penalty: 5125.923340
	Iteration 84Q: 3 clusters Score -4515256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4515251.000000 Penalty: 5125.923340
	Iteration 85Q: 3 clusters Score -4515251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4515255.000000 Penalty: 5125.923340
	Iteration 86Q: 3 clusters Score -4515255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4515252.000000 Penalty: 5125.923340
	Iteration 87Q: 3 clusters Score -4515252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4515255.000000 Penalty: 5125.923340
	Iteration 88Q: 3 clusters Score -4515255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4515250.500000 Penalty: 5125.923340
	Iteration 89Q: 3 clusters Score -4515250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4515249.500000 Penalty: 5125.923340
	Iteration 90Q: 3 clusters Score -4515250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4515253.000000 Penalty: 5125.923340
	Iteration 91Q: 3 clusters Score -4515253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4515251.500000 Penalty: 5125.923340
	Iteration 92Q: 3 clusters Score -4515252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4515250.000000 Penalty: 5125.923340
	Iteration 93Q: 3 clusters Score -4515250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -4515249.000000 Penalty: 5125.923340
	Iteration 94Q: 3 clusters Score -4515249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4515250.500000 Penalty: 5125.923340
	Iteration 95Q: 3 clusters Score -4515250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4515254.500000 Penalty: 5125.923340
	Iteration 96Q: 3 clusters Score -4515254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4515255.500000 Penalty: 5125.923340
	Iteration 97Q: 3 clusters Score -4515256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4515258.000000 Penalty: 5125.923340
	Iteration 98Q: 3 clusters Score -4515258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -4515261.000000 Penalty: 5125.923340
	Iteration 99Q: 3 clusters Score -4515261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4515262.500000 Penalty: 5125.923340
	Iteration 100F: 3 clusters Score -4515262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4515262.500000 Penalty: 5125.923340
	Iteration 101Q: 3 clusters Score -4515262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4515261.000000 Penalty: 5125.923340
	Iteration 102Q: 3 clusters Score -4515261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4515261.000000 Penalty: 5125.923340
	Iteration 103F: 3 clusters Score -4515261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Entering Unmasked Estep 
Score: -120285952.000000 Penalty: 104456.382812
Splitting cluster 15 changes total score from -120256680.000000 to -120285952.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -196284.125000 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -196284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -194279.937500 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -194279.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195054.421875 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -195054.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195675.203125 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -195675.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -196131.750000 Penalty: 3574.363281
	Iteration 3F: 3 clusters Score -196131.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196450.359375 Penalty: 3574.363281
	Iteration 4F: 3 clusters Score -196450.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -196773.937500 Penalty: 3574.363281
	Iteration 5F: 3 clusters Score -196773.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -197158.437500 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -197158.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -197713.906250 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -197713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -197771.296875 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -197771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -197784.031250 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -197784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -197793.140625 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -197793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -197804.453125 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -197804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -197806.890625 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -197806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -197806.890625 Penalty: 3574.363281
	Iteration 13F: 3 clusters Score -197806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 96439 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Entering Unmasked Estep 
Score: -120286152.000000 Penalty: 107825.945312
Splitting cluster 16 changes total score from -120256680.000000 to -120286152.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (96439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Entering Unmasked Estep 
Score: -14919763.000000 Penalty: 2846.213135
	Iteration 0F: 2 clusters Score -1.491976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -14857489.000000 Penalty: 5692.426270
	Iteration 0F: 3 clusters Score -1.485749e+07 nChanged 45727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -14884230.000000 Penalty: 5692.426270
	Iteration 1F: 3 clusters Score -1.488423e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -14885783.000000 Penalty: 5692.426270
	Iteration 2Q: 3 clusters Score -1.488578e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -14887857.000000 Penalty: 5692.426270
	Iteration 3Q: 3 clusters Score -1.488786e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -14890541.000000 Penalty: 5692.426270
	Iteration 4F: 3 clusters Score -1.489054e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -14894557.000000 Penalty: 5692.426270
	Iteration 5F: 3 clusters Score -1.489456e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -14899973.000000 Penalty: 5692.426270
	Iteration 6F: 3 clusters Score -1.489997e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -14906904.000000 Penalty: 5692.426270
	Iteration 7F: 3 clusters Score -1.49069e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -14912960.000000 Penalty: 5692.426270
	Iteration 8F: 3 clusters Score -1.491296e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -14916943.000000 Penalty: 5692.426270
	Iteration 9F: 3 clusters Score -1.491694e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -14919197.000000 Penalty: 5692.426270
	Iteration 10Q: 3 clusters Score -1.49192e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -14920899.000000 Penalty: 5692.426270
	Iteration 11Q: 3 clusters Score -1.49209e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -14922328.000000 Penalty: 5692.426270
	Iteration 12Q: 3 clusters Score -1.492233e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -14923574.000000 Penalty: 5692.426270
	Iteration 13Q: 3 clusters Score -1.492357e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -14924608.000000 Penalty: 5692.426270
	Iteration 14Q: 3 clusters Score -1.492461e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -14925331.000000 Penalty: 5692.426270
	Iteration 15Q: 3 clusters Score -1.492533e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -14925904.000000 Penalty: 5692.426270
	Iteration 16Q: 3 clusters Score -1.49259e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -14926263.000000 Penalty: 5692.426270
	Iteration 17Q: 3 clusters Score -1.492626e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -14926468.000000 Penalty: 5692.426270
	Iteration 18Q: 3 clusters Score -1.492647e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -14926687.000000 Penalty: 5692.426270
	Iteration 19Q: 3 clusters Score -1.492669e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -14926819.000000 Penalty: 5692.426270
	Iteration 20F: 3 clusters Score -1.492682e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -14926859.000000 Penalty: 5692.426270
	Iteration 21Q: 3 clusters Score -1.492686e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -14926897.000000 Penalty: 5692.426270
	Iteration 22Q: 3 clusters Score -1.49269e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -14926967.000000 Penalty: 5692.426270
	Iteration 23Q: 3 clusters Score -1.492697e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -14927042.000000 Penalty: 5692.426270
	Iteration 24Q: 3 clusters Score -1.492704e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -14927055.000000 Penalty: 5692.426270
	Iteration 25Q: 3 clusters Score -1.492706e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -14927104.000000 Penalty: 5692.426270
	Iteration 26Q: 3 clusters Score -1.49271e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -14927064.000000 Penalty: 5692.426270
	Iteration 27Q: 3 clusters Score -1.492706e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -14927093.000000 Penalty: 5692.426270
	Iteration 28Q: 3 clusters Score -1.492709e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -14927090.000000 Penalty: 5692.426270
	Iteration 29Q: 3 clusters Score -1.492709e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -14927106.000000 Penalty: 5692.426270
	Iteration 30Q: 3 clusters Score -1.492711e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -14927086.000000 Penalty: 5692.426270
	Iteration 31Q: 3 clusters Score -1.492709e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -14927088.000000 Penalty: 5692.426270
	Iteration 32Q: 3 clusters Score -1.492709e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -14927120.000000 Penalty: 5692.426270
	Iteration 33Q: 3 clusters Score -1.492712e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -14927184.000000 Penalty: 5692.426270
	Iteration 34Q: 3 clusters Score -1.492718e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -14927165.000000 Penalty: 5692.426270
	Iteration 35Q: 3 clusters Score -1.492716e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -14927213.000000 Penalty: 5692.426270
	Iteration 36Q: 3 clusters Score -1.492721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -14927279.000000 Penalty: 5692.426270
	Iteration 37Q: 3 clusters Score -1.492728e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -14927265.000000 Penalty: 5692.426270
	Iteration 38Q: 3 clusters Score -1.492726e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -14927262.000000 Penalty: 5692.426270
	Iteration 39Q: 3 clusters Score -1.492726e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -14927282.000000 Penalty: 5692.426270
	Iteration 40F: 3 clusters Score -1.492728e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -14927281.000000 Penalty: 5692.426270
	Iteration 41Q: 3 clusters Score -1.492728e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -14927300.000000 Penalty: 5692.426270
	Iteration 42Q: 3 clusters Score -1.49273e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -14927293.000000 Penalty: 5692.426270
	Iteration 43Q: 3 clusters Score -1.492729e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -14927307.000000 Penalty: 5692.426270
	Iteration 44Q: 3 clusters Score -1.492731e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -14927316.000000 Penalty: 5692.426270
	Iteration 45Q: 3 clusters Score -1.492732e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -14927341.000000 Penalty: 5692.426270
	Iteration 46Q: 3 clusters Score -1.492734e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -14927320.000000 Penalty: 5692.426270
	Iteration 47Q: 3 clusters Score -1.492732e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -14927303.000000 Penalty: 5692.426270
	Iteration 48Q: 3 clusters Score -1.49273e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -14927354.000000 Penalty: 5692.426270
	Iteration 49Q: 3 clusters Score -1.492735e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -14927378.000000 Penalty: 5692.426270
	Iteration 50Q: 3 clusters Score -1.492738e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -14927375.000000 Penalty: 5692.426270
	Iteration 51Q: 3 clusters Score -1.492738e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -14927385.000000 Penalty: 5692.426270
	Iteration 52Q: 3 clusters Score -1.492738e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -14927389.000000 Penalty: 5692.426270
	Iteration 53Q: 3 clusters Score -1.492739e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -14927396.000000 Penalty: 5692.426270
	Iteration 54Q: 3 clusters Score -1.49274e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -14927419.000000 Penalty: 5692.426270
	Iteration 55Q: 3 clusters Score -1.492742e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -14927434.000000 Penalty: 5692.426270
	Iteration 56Q: 3 clusters Score -1.492743e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -14927495.000000 Penalty: 5692.426270
	Iteration 57Q: 3 clusters Score -1.49275e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -14927537.000000 Penalty: 5692.426270
	Iteration 58Q: 3 clusters Score -1.492754e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -14927532.000000 Penalty: 5692.426270
	Iteration 59Q: 3 clusters Score -1.492753e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -14927551.000000 Penalty: 5692.426270
	Iteration 60F: 3 clusters Score -1.492755e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -14927577.000000 Penalty: 5692.426270
	Iteration 61Q: 3 clusters Score -1.492758e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -14927664.000000 Penalty: 5692.426270
	Iteration 62Q: 3 clusters Score -1.492766e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -14927672.000000 Penalty: 5692.426270
	Iteration 63Q: 3 clusters Score -1.492767e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -14927681.000000 Penalty: 5692.426270
	Iteration 64Q: 3 clusters Score -1.492768e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -14927826.000000 Penalty: 5692.426270
	Iteration 65Q: 3 clusters Score -1.492783e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -14928002.000000 Penalty: 5692.426270
	Iteration 66Q: 3 clusters Score -1.4928e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -14928059.000000 Penalty: 5692.426270
	Iteration 67Q: 3 clusters Score -1.492806e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -14928183.000000 Penalty: 5692.426270
	Iteration 68Q: 3 clusters Score -1.492818e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -14928318.000000 Penalty: 5692.426270
	Iteration 69Q: 3 clusters Score -1.492832e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -14928489.000000 Penalty: 5692.426270
	Iteration 70Q: 3 clusters Score -1.492849e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -14928768.000000 Penalty: 5692.426270
	Iteration 71Q: 3 clusters Score -1.492877e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -14929009.000000 Penalty: 5692.426270
	Iteration 72Q: 3 clusters Score -1.492901e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -14929329.000000 Penalty: 5692.426270
	Iteration 73Q: 3 clusters Score -1.492933e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -14929514.000000 Penalty: 5692.426270
	Iteration 74Q: 3 clusters Score -1.492951e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -14929824.000000 Penalty: 5692.426270
	Iteration 75Q: 3 clusters Score -1.492982e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -14930047.000000 Penalty: 5692.426270
	Iteration 76Q: 3 clusters Score -1.493005e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -14930320.000000 Penalty: 5692.426270
	Iteration 77Q: 3 clusters Score -1.493032e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -14930426.000000 Penalty: 5692.426270
	Iteration 78Q: 3 clusters Score -1.493043e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -14930515.000000 Penalty: 5692.426270
	Iteration 79Q: 3 clusters Score -1.493052e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -14930578.000000 Penalty: 5692.426270
	Iteration 80F: 3 clusters Score -1.493058e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -14930609.000000 Penalty: 5692.426270
	Iteration 81Q: 3 clusters Score -1.493061e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -14930614.000000 Penalty: 5692.426270
	Iteration 82Q: 3 clusters Score -1.493061e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -14930658.000000 Penalty: 5692.426270
	Iteration 83Q: 3 clusters Score -1.493066e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -14930652.000000 Penalty: 5692.426270
	Iteration 84Q: 3 clusters Score -1.493065e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -14930627.000000 Penalty: 5692.426270
	Iteration 85Q: 3 clusters Score -1.493063e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -14930623.000000 Penalty: 5692.426270
	Iteration 86Q: 3 clusters Score -1.493062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -14930619.000000 Penalty: 5692.426270
	Iteration 87Q: 3 clusters Score -1.493062e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -14930604.000000 Penalty: 5692.426270
	Iteration 88Q: 3 clusters Score -1.49306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -14930609.000000 Penalty: 5692.426270
	Iteration 89Q: 3 clusters Score -1.493061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -14930616.000000 Penalty: 5692.426270
	Iteration 90Q: 3 clusters Score -1.493062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -14930611.000000 Penalty: 5692.426270
	Iteration 91Q: 3 clusters Score -1.493061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -14930591.000000 Penalty: 5692.426270
	Iteration 92Q: 3 clusters Score -1.493059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -14930592.000000 Penalty: 5692.426270
	Iteration 93Q: 3 clusters Score -1.493059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -14930593.000000 Penalty: 5692.426270
	Iteration 94Q: 3 clusters Score -1.493059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -14930595.000000 Penalty: 5692.426270
	Iteration 95Q: 3 clusters Score -1.49306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -14930583.000000 Penalty: 5692.426270
	Iteration 96Q: 3 clusters Score -1.493058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -14930602.000000 Penalty: 5692.426270
	Iteration 97Q: 3 clusters Score -1.49306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -14930612.000000 Penalty: 5692.426270
	Iteration 98Q: 3 clusters Score -1.493061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -14930612.000000 Penalty: 5692.426270
	Iteration 99Q: 3 clusters Score -1.493061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -14930603.000000 Penalty: 5692.426270
	Iteration 100F: 3 clusters Score -1.49306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -14930602.000000 Penalty: 5692.426270
	Iteration 101Q: 3 clusters Score -1.49306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -14930590.000000 Penalty: 5692.426270
	Iteration 102Q: 3 clusters Score -1.493059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -14930576.000000 Penalty: 5692.426270
	Iteration 103Q: 3 clusters Score -1.493058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -14930584.000000 Penalty: 5692.426270
	Iteration 104Q: 3 clusters Score -1.493058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -14930570.000000 Penalty: 5692.426270
	Iteration 105Q: 3 clusters Score -1.493057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -14930575.000000 Penalty: 5692.426270
	Iteration 106Q: 3 clusters Score -1.493058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -14930580.000000 Penalty: 5692.426270
	Iteration 107Q: 3 clusters Score -1.493058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -14930582.000000 Penalty: 5692.426270
	Iteration 108Q: 3 clusters Score -1.493058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -14930576.000000 Penalty: 5692.426270
	Iteration 109Q: 3 clusters Score -1.493058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -14930571.000000 Penalty: 5692.426270
	Iteration 110Q: 3 clusters Score -1.493057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -14930566.000000 Penalty: 5692.426270
	Iteration 111Q: 3 clusters Score -1.493057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -14930575.000000 Penalty: 5692.426270
	Iteration 112Q: 3 clusters Score -1.493058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -14930563.000000 Penalty: 5692.426270
	Iteration 113Q: 3 clusters Score -1.493056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -14930568.000000 Penalty: 5692.426270
	Iteration 114Q: 3 clusters Score -1.493057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -14930573.000000 Penalty: 5692.426270
	Iteration 115Q: 3 clusters Score -1.493057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -14930581.000000 Penalty: 5692.426270
	Iteration 116Q: 3 clusters Score -1.493058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -14930573.000000 Penalty: 5692.426270
	Iteration 117Q: 3 clusters Score -1.493057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -14930574.000000 Penalty: 5692.426270
	Iteration 118Q: 3 clusters Score -1.493057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -14930574.000000 Penalty: 5692.426270
	Iteration 119F: 3 clusters Score -1.493057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Entering Unmasked Estep 
Score: -120296368.000000 Penalty: 111195.507812
Splitting cluster 17 changes total score from -120256680.000000 to -120296368.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -3084193.750000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -3084194 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 10457 members 
Entering Unmasked Estep 
Score: -3069626.000000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -3069626 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3075471.750000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -3075472 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3077439.000000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -3077439 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3079637.750000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -3079638 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3081429.500000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -3081430 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3082433.000000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -3082433 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3082895.250000 Penalty: 4932.821777
	Iteration 6Q: 3 clusters Score -3082895 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3083173.250000 Penalty: 4932.821777
	Iteration 7Q: 3 clusters Score -3083173 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3083390.750000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -3083391 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3083563.000000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -3083563 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3083709.500000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -3083710 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3083797.500000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -3083798 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3083877.750000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -3083878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3083908.750000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -3083909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3083952.750000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -3083953 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3083995.250000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -3083995 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3084034.750000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -3084035 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3084066.250000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -3084066 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3084104.500000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -3084104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3084133.000000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -3084133 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3084183.750000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -3084184 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3084239.250000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -3084239 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3084305.750000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -3084306 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3084377.000000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -3084377 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3084431.000000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -3084431 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3084473.000000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -3084473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3084536.500000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -3084536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3084596.750000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -3084597 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3084642.500000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -3084642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3084670.250000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -3084670 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3084722.500000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -3084722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3084776.250000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -3084776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3084827.250000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -3084827 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3084883.750000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -3084884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3084922.750000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -3084923 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3084950.000000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -3084950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3084982.500000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -3084982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3084991.750000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -3084992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3085005.250000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -3085005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3085005.500000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -3085006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3085032.500000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -3085032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3085033.250000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -3085033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3085046.500000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -3085046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3085041.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -3085041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3085049.250000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -3085049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3085053.500000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -3085054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3085064.750000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -3085065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3085072.750000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -3085073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3085065.250000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -3085065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3085071.750000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -3085072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3085070.500000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -3085070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3085076.250000 Penalty: 4932.821777
	Iteration 51Q: 3 clusters Score -3085076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3085073.500000 Penalty: 4932.821777
	Iteration 52Q: 3 clusters Score -3085074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3085081.000000 Penalty: 4932.821777
	Iteration 53Q: 3 clusters Score -3085081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3085088.000000 Penalty: 4932.821777
	Iteration 54Q: 3 clusters Score -3085088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3085089.250000 Penalty: 4932.821777
	Iteration 55Q: 3 clusters Score -3085089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3085088.500000 Penalty: 4932.821777
	Iteration 56Q: 3 clusters Score -3085088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3085091.250000 Penalty: 4932.821777
	Iteration 57Q: 3 clusters Score -3085091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3085103.250000 Penalty: 4932.821777
	Iteration 58Q: 3 clusters Score -3085103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3085114.250000 Penalty: 4932.821777
	Iteration 59Q: 3 clusters Score -3085114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3085123.750000 Penalty: 4932.821777
	Iteration 60F: 3 clusters Score -3085124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3085122.250000 Penalty: 4932.821777
	Iteration 61Q: 3 clusters Score -3085122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3085130.750000 Penalty: 4932.821777
	Iteration 62Q: 3 clusters Score -3085131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3085135.000000 Penalty: 4932.821777
	Iteration 63Q: 3 clusters Score -3085135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3085130.750000 Penalty: 4932.821777
	Iteration 64Q: 3 clusters Score -3085131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3085140.250000 Penalty: 4932.821777
	Iteration 65Q: 3 clusters Score -3085140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3085138.750000 Penalty: 4932.821777
	Iteration 66Q: 3 clusters Score -3085139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3085150.250000 Penalty: 4932.821777
	Iteration 67Q: 3 clusters Score -3085150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3085158.750000 Penalty: 4932.821777
	Iteration 68Q: 3 clusters Score -3085159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3085168.500000 Penalty: 4932.821777
	Iteration 69Q: 3 clusters Score -3085168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3085191.500000 Penalty: 4932.821777
	Iteration 70Q: 3 clusters Score -3085192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3085205.250000 Penalty: 4932.821777
	Iteration 71Q: 3 clusters Score -3085205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3085224.500000 Penalty: 4932.821777
	Iteration 72Q: 3 clusters Score -3085224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3085249.500000 Penalty: 4932.821777
	Iteration 73Q: 3 clusters Score -3085250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3085259.250000 Penalty: 4932.821777
	Iteration 74Q: 3 clusters Score -3085259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3085278.000000 Penalty: 4932.821777
	Iteration 75Q: 3 clusters Score -3085278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3085280.500000 Penalty: 4932.821777
	Iteration 76Q: 3 clusters Score -3085280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3085290.500000 Penalty: 4932.821777
	Iteration 77Q: 3 clusters Score -3085290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3085291.500000 Penalty: 4932.821777
	Iteration 78Q: 3 clusters Score -3085292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3085301.750000 Penalty: 4932.821777
	Iteration 79Q: 3 clusters Score -3085302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3085313.750000 Penalty: 4932.821777
	Iteration 80F: 3 clusters Score -3085314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3085317.250000 Penalty: 4932.821777
	Iteration 81Q: 3 clusters Score -3085317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3085323.000000 Penalty: 4932.821777
	Iteration 82Q: 3 clusters Score -3085323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3085333.750000 Penalty: 4932.821777
	Iteration 83Q: 3 clusters Score -3085334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3085337.000000 Penalty: 4932.821777
	Iteration 84Q: 3 clusters Score -3085337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3085334.750000 Penalty: 4932.821777
	Iteration 85Q: 3 clusters Score -3085335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3085343.500000 Penalty: 4932.821777
	Iteration 86Q: 3 clusters Score -3085344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3085339.000000 Penalty: 4932.821777
	Iteration 87Q: 3 clusters Score -3085339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3085333.500000 Penalty: 4932.821777
	Iteration 88Q: 3 clusters Score -3085334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3085340.250000 Penalty: 4932.821777
	Iteration 89Q: 3 clusters Score -3085340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3085345.000000 Penalty: 4932.821777
	Iteration 90Q: 3 clusters Score -3085345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3085347.750000 Penalty: 4932.821777
	Iteration 91Q: 3 clusters Score -3085348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3085351.250000 Penalty: 4932.821777
	Iteration 92Q: 3 clusters Score -3085351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3085345.500000 Penalty: 4932.821777
	Iteration 93Q: 3 clusters Score -3085346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3085347.250000 Penalty: 4932.821777
	Iteration 94Q: 3 clusters Score -3085347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3085348.000000 Penalty: 4932.821777
	Iteration 95Q: 3 clusters Score -3085348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3085347.750000 Penalty: 4932.821777
	Iteration 96Q: 3 clusters Score -3085348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3085349.000000 Penalty: 4932.821777
	Iteration 97Q: 3 clusters Score -3085349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3085348.250000 Penalty: 4932.821777
	Iteration 98Q: 3 clusters Score -3085348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3085352.250000 Penalty: 4932.821777
	Iteration 99Q: 3 clusters Score -3085352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3085351.750000 Penalty: 4932.821777
	Iteration 100F: 3 clusters Score -3085352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3085352.000000 Penalty: 4932.821777
	Iteration 101Q: 3 clusters Score -3085352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3085355.750000 Penalty: 4932.821777
	Iteration 102Q: 3 clusters Score -3085356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3085359.250000 Penalty: 4932.821777
	Iteration 103Q: 3 clusters Score -3085359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3085354.250000 Penalty: 4932.821777
	Iteration 104Q: 3 clusters Score -3085354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3085355.000000 Penalty: 4932.821777
	Iteration 105Q: 3 clusters Score -3085355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3085354.750000 Penalty: 4932.821777
	Iteration 106Q: 3 clusters Score -3085355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3085356.750000 Penalty: 4932.821777
	Iteration 107Q: 3 clusters Score -3085357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3085357.000000 Penalty: 4932.821777
	Iteration 108Q: 3 clusters Score -3085357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3085358.500000 Penalty: 4932.821777
	Iteration 109Q: 3 clusters Score -3085358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3085358.000000 Penalty: 4932.821777
	Iteration 110Q: 3 clusters Score -3085358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3085358.000000 Penalty: 4932.821777
	Iteration 111F: 3 clusters Score -3085358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1312 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Mstep: Class 34 contains 4892 members 
Entering Unmasked Estep 
Score: -120296968.000000 Penalty: 114565.070312
Splitting cluster 18 changes total score from -120256680.000000 to -120296968.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -191802.046875 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -191802 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 641 members 
Entering Unmasked Estep 
Score: -189776.343750 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -189776.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -190899.343750 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -190899.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -191919.562500 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -191919.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -192708.406250 Penalty: 3560.936768
	Iteration 3F: 3 clusters Score -192708.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -193191.718750 Penalty: 3560.936768
	Iteration 4F: 3 clusters Score -193191.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -193236.046875 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -193236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -193260.109375 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -193260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -193269.984375 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -193270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -193272.796875 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -193272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -193274.296875 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -193274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -193274.296875 Penalty: 3560.936768
	Iteration 10F: 3 clusters Score -193274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 258 members 
Entering Unmasked Estep 
Score: -120297216.000000 Penalty: 117934.632812
Splitting cluster 19 changes total score from -120256680.000000 to -120297216.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -227120.843750 Penalty: 1823.087158
	Iteration 0F: 2 clusters Score -227120.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224849.671875 Penalty: 3646.174316
	Iteration 0F: 3 clusters Score -224849.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -225410.000000 Penalty: 3646.174316
	Iteration 1F: 3 clusters Score -225410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225853.125000 Penalty: 3646.174316
	Iteration 2F: 3 clusters Score -225853.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226380.093750 Penalty: 3646.174316
	Iteration 3F: 3 clusters Score -226380.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -226875.328125 Penalty: 3646.174316
	Iteration 4F: 3 clusters Score -226875.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -227268.625000 Penalty: 3646.174316
	Iteration 5F: 3 clusters Score -227268.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -227811.078125 Penalty: 3646.174316
	Iteration 6Q: 3 clusters Score -227811.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -227988.671875 Penalty: 3646.174316
	Iteration 7Q: 3 clusters Score -227988.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228029.921875 Penalty: 3646.174316
	Iteration 8Q: 3 clusters Score -228029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228039.234375 Penalty: 3646.174316
	Iteration 9Q: 3 clusters Score -228039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -228046.093750 Penalty: 3646.174316
	Iteration 10Q: 3 clusters Score -228046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228050.140625 Penalty: 3646.174316
	Iteration 11Q: 3 clusters Score -228050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -228050.140625 Penalty: 3646.174316
	Iteration 12F: 3 clusters Score -228050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1183 members 
Entering Unmasked Estep 
Score: -120297136.000000 Penalty: 121304.187500
Splitting cluster 20 changes total score from -120256680.000000 to -120297136.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (20805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Entering Unmasked Estep 
Score: -3235639.250000 Penalty: 2465.851074
	Iteration 0F: 2 clusters Score -3235639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3221028.500000 Penalty: 4931.702148
	Iteration 0F: 3 clusters Score -3221028 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3225872.750000 Penalty: 4931.702148
	Iteration 1F: 3 clusters Score -3225873 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3226375.750000 Penalty: 4931.702148
	Iteration 2F: 3 clusters Score -3226376 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3226956.250000 Penalty: 4931.702148
	Iteration 3F: 3 clusters Score -3226956 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3227614.500000 Penalty: 4931.702148
	Iteration 4F: 3 clusters Score -3227614 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3228355.250000 Penalty: 4931.702148
	Iteration 5F: 3 clusters Score -3228355 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3229078.750000 Penalty: 4931.702148
	Iteration 6F: 3 clusters Score -3229079 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3229767.250000 Penalty: 4931.702148
	Iteration 7F: 3 clusters Score -3229767 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3230333.000000 Penalty: 4931.702148
	Iteration 8F: 3 clusters Score -3230333 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3230711.000000 Penalty: 4931.702148
	Iteration 9Q: 3 clusters Score -3230711 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3231000.250000 Penalty: 4931.702148
	Iteration 10Q: 3 clusters Score -3231000 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3231223.750000 Penalty: 4931.702148
	Iteration 11Q: 3 clusters Score -3231224 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3231392.500000 Penalty: 4931.702148
	Iteration 12Q: 3 clusters Score -3231392 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3231589.750000 Penalty: 4931.702148
	Iteration 13Q: 3 clusters Score -3231590 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3231800.750000 Penalty: 4931.702148
	Iteration 14Q: 3 clusters Score -3231801 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3231963.250000 Penalty: 4931.702148
	Iteration 15Q: 3 clusters Score -3231963 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3232124.500000 Penalty: 4931.702148
	Iteration 16Q: 3 clusters Score -3232124 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3232280.500000 Penalty: 4931.702148
	Iteration 17Q: 3 clusters Score -3232280 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3232442.000000 Penalty: 4931.702148
	Iteration 18Q: 3 clusters Score -3232442 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3232620.500000 Penalty: 4931.702148
	Iteration 19Q: 3 clusters Score -3232620 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3232771.250000 Penalty: 4931.702148
	Iteration 20F: 3 clusters Score -3232771 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3232933.750000 Penalty: 4931.702148
	Iteration 21Q: 3 clusters Score -3232934 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3233080.250000 Penalty: 4931.702148
	Iteration 22Q: 3 clusters Score -3233080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3233189.500000 Penalty: 4931.702148
	Iteration 23Q: 3 clusters Score -3233190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3233296.250000 Penalty: 4931.702148
	Iteration 24Q: 3 clusters Score -3233296 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3233381.000000 Penalty: 4931.702148
	Iteration 25Q: 3 clusters Score -3233381 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3233434.000000 Penalty: 4931.702148
	Iteration 26Q: 3 clusters Score -3233434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3233478.250000 Penalty: 4931.702148
	Iteration 27Q: 3 clusters Score -3233478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3233520.000000 Penalty: 4931.702148
	Iteration 28Q: 3 clusters Score -3233520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3233559.750000 Penalty: 4931.702148
	Iteration 29Q: 3 clusters Score -3233560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3233593.000000 Penalty: 4931.702148
	Iteration 30Q: 3 clusters Score -3233593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3233630.750000 Penalty: 4931.702148
	Iteration 31Q: 3 clusters Score -3233631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3233650.750000 Penalty: 4931.702148
	Iteration 32Q: 3 clusters Score -3233651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3233673.500000 Penalty: 4931.702148
	Iteration 33Q: 3 clusters Score -3233674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3233702.000000 Penalty: 4931.702148
	Iteration 34Q: 3 clusters Score -3233702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3233708.750000 Penalty: 4931.702148
	Iteration 35Q: 3 clusters Score -3233709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3233715.000000 Penalty: 4931.702148
	Iteration 36Q: 3 clusters Score -3233715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3233726.500000 Penalty: 4931.702148
	Iteration 37Q: 3 clusters Score -3233726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3233731.250000 Penalty: 4931.702148
	Iteration 38Q: 3 clusters Score -3233731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3233728.500000 Penalty: 4931.702148
	Iteration 39Q: 3 clusters Score -3233728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3233736.000000 Penalty: 4931.702148
	Iteration 40F: 3 clusters Score -3233736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3233738.500000 Penalty: 4931.702148
	Iteration 41Q: 3 clusters Score -3233738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3233748.750000 Penalty: 4931.702148
	Iteration 42Q: 3 clusters Score -3233749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3233747.000000 Penalty: 4931.702148
	Iteration 43Q: 3 clusters Score -3233747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3233749.000000 Penalty: 4931.702148
	Iteration 44Q: 3 clusters Score -3233749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3233749.250000 Penalty: 4931.702148
	Iteration 45Q: 3 clusters Score -3233749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3233753.750000 Penalty: 4931.702148
	Iteration 46Q: 3 clusters Score -3233754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3233755.000000 Penalty: 4931.702148
	Iteration 47Q: 3 clusters Score -3233755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3233756.750000 Penalty: 4931.702148
	Iteration 48Q: 3 clusters Score -3233757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3233763.250000 Penalty: 4931.702148
	Iteration 49Q: 3 clusters Score -3233763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3233765.000000 Penalty: 4931.702148
	Iteration 50Q: 3 clusters Score -3233765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3233764.250000 Penalty: 4931.702148
	Iteration 51Q: 3 clusters Score -3233764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3233766.500000 Penalty: 4931.702148
	Iteration 52Q: 3 clusters Score -3233766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3233767.750000 Penalty: 4931.702148
	Iteration 53Q: 3 clusters Score -3233768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3233765.250000 Penalty: 4931.702148
	Iteration 54Q: 3 clusters Score -3233765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3233765.250000 Penalty: 4931.702148
	Iteration 55F: 3 clusters Score -3233765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Entering Unmasked Estep 
Score: -2999000.000000 Penalty: 2458.643066
	Iteration 0F: 2 clusters Score -2999000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2984726.750000 Penalty: 4917.286133
	Iteration 0F: 3 clusters Score -2984727 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2990012.750000 Penalty: 4917.286133
	Iteration 1F: 3 clusters Score -2990013 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2991360.250000 Penalty: 4917.286133
	Iteration 2F: 3 clusters Score -2991360 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2993082.000000 Penalty: 4917.286133
	Iteration 3F: 3 clusters Score -2993082 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2994789.250000 Penalty: 4917.286133
	Iteration 4F: 3 clusters Score -2994789 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2996053.250000 Penalty: 4917.286133
	Iteration 5F: 3 clusters Score -2996053 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2996826.000000 Penalty: 4917.286133
	Iteration 6F: 3 clusters Score -2996826 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2997324.000000 Penalty: 4917.286133
	Iteration 7Q: 3 clusters Score -2997324 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2997670.500000 Penalty: 4917.286133
	Iteration 8Q: 3 clusters Score -2997670 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2997970.500000 Penalty: 4917.286133
	Iteration 9Q: 3 clusters Score -2997970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2998169.500000 Penalty: 4917.286133
	Iteration 10Q: 3 clusters Score -2998170 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2998348.250000 Penalty: 4917.286133
	Iteration 11Q: 3 clusters Score -2998348 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2998459.500000 Penalty: 4917.286133
	Iteration 12Q: 3 clusters Score -2998460 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2998540.000000 Penalty: 4917.286133
	Iteration 13Q: 3 clusters Score -2998540 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2998592.750000 Penalty: 4917.286133
	Iteration 14Q: 3 clusters Score -2998593 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2998642.750000 Penalty: 4917.286133
	Iteration 15Q: 3 clusters Score -2998643 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2998690.250000 Penalty: 4917.286133
	Iteration 16Q: 3 clusters Score -2998690 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2998729.000000 Penalty: 4917.286133
	Iteration 17Q: 3 clusters Score -2998729 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2998752.750000 Penalty: 4917.286133
	Iteration 18Q: 3 clusters Score -2998753 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2998781.000000 Penalty: 4917.286133
	Iteration 19Q: 3 clusters Score -2998781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2998821.500000 Penalty: 4917.286133
	Iteration 20F: 3 clusters Score -2998822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2998848.750000 Penalty: 4917.286133
	Iteration 21Q: 3 clusters Score -2998849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2998858.750000 Penalty: 4917.286133
	Iteration 22Q: 3 clusters Score -2998859 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2998889.750000 Penalty: 4917.286133
	Iteration 23Q: 3 clusters Score -2998890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2998909.500000 Penalty: 4917.286133
	Iteration 24Q: 3 clusters Score -2998910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2998927.250000 Penalty: 4917.286133
	Iteration 25Q: 3 clusters Score -2998927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2998922.750000 Penalty: 4917.286133
	Iteration 26Q: 3 clusters Score -2998923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2998944.750000 Penalty: 4917.286133
	Iteration 27Q: 3 clusters Score -2998945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2998952.000000 Penalty: 4917.286133
	Iteration 28Q: 3 clusters Score -2998952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2998946.500000 Penalty: 4917.286133
	Iteration 29Q: 3 clusters Score -2998946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2998957.250000 Penalty: 4917.286133
	Iteration 30Q: 3 clusters Score -2998957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2998961.750000 Penalty: 4917.286133
	Iteration 31Q: 3 clusters Score -2998962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2998976.250000 Penalty: 4917.286133
	Iteration 32Q: 3 clusters Score -2998976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2998990.500000 Penalty: 4917.286133
	Iteration 33Q: 3 clusters Score -2998990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2998991.250000 Penalty: 4917.286133
	Iteration 34Q: 3 clusters Score -2998991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2998992.500000 Penalty: 4917.286133
	Iteration 35Q: 3 clusters Score -2998992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2999002.000000 Penalty: 4917.286133
	Iteration 36Q: 3 clusters Score -2999002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2999010.000000 Penalty: 4917.286133
	Iteration 37Q: 3 clusters Score -2999010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2999010.750000 Penalty: 4917.286133
	Iteration 38Q: 3 clusters Score -2999011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2999012.000000 Penalty: 4917.286133
	Iteration 39Q: 3 clusters Score -2999012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2999009.000000 Penalty: 4917.286133
	Iteration 40F: 3 clusters Score -2999009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2999010.750000 Penalty: 4917.286133
	Iteration 41Q: 3 clusters Score -2999011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2999014.250000 Penalty: 4917.286133
	Iteration 42Q: 3 clusters Score -2999014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2999013.250000 Penalty: 4917.286133
	Iteration 43Q: 3 clusters Score -2999013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2999019.000000 Penalty: 4917.286133
	Iteration 44Q: 3 clusters Score -2999019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2999018.750000 Penalty: 4917.286133
	Iteration 45Q: 3 clusters Score -2999019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2999020.250000 Penalty: 4917.286133
	Iteration 46Q: 3 clusters Score -2999020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2999015.250000 Penalty: 4917.286133
	Iteration 47Q: 3 clusters Score -2999015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2999016.750000 Penalty: 4917.286133
	Iteration 48Q: 3 clusters Score -2999017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2999022.500000 Penalty: 4917.286133
	Iteration 49Q: 3 clusters Score -2999022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2999024.000000 Penalty: 4917.286133
	Iteration 50Q: 3 clusters Score -2999024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2999027.250000 Penalty: 4917.286133
	Iteration 51Q: 3 clusters Score -2999027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2999030.750000 Penalty: 4917.286133
	Iteration 52Q: 3 clusters Score -2999031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2999025.000000 Penalty: 4917.286133
	Iteration 53Q: 3 clusters Score -2999025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2999031.000000 Penalty: 4917.286133
	Iteration 54Q: 3 clusters Score -2999031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2999030.750000 Penalty: 4917.286133
	Iteration 55Q: 3 clusters Score -2999031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2999027.500000 Penalty: 4917.286133
	Iteration 56Q: 3 clusters Score -2999028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2999031.250000 Penalty: 4917.286133
	Iteration 57Q: 3 clusters Score -2999031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2999030.250000 Penalty: 4917.286133
	Iteration 58Q: 3 clusters Score -2999030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2999029.500000 Penalty: 4917.286133
	Iteration 59Q: 3 clusters Score -2999030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2999030.500000 Penalty: 4917.286133
	Iteration 60F: 3 clusters Score -2999030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2999028.500000 Penalty: 4917.286133
	Iteration 61Q: 3 clusters Score -2999028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2999030.500000 Penalty: 4917.286133
	Iteration 62Q: 3 clusters Score -2999030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2999029.750000 Penalty: 4917.286133
	Iteration 63Q: 3 clusters Score -2999030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2999028.750000 Penalty: 4917.286133
	Iteration 64Q: 3 clusters Score -2999029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2999029.750000 Penalty: 4917.286133
	Iteration 65Q: 3 clusters Score -2999030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2999032.250000 Penalty: 4917.286133
	Iteration 66Q: 3 clusters Score -2999032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2999032.500000 Penalty: 4917.286133
	Iteration 67Q: 3 clusters Score -2999032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2999027.500000 Penalty: 4917.286133
	Iteration 68Q: 3 clusters Score -2999028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2999036.500000 Penalty: 4917.286133
	Iteration 69Q: 3 clusters Score -2999036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2999042.750000 Penalty: 4917.286133
	Iteration 70Q: 3 clusters Score -2999043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2999040.500000 Penalty: 4917.286133
	Iteration 71Q: 3 clusters Score -2999040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2999039.250000 Penalty: 4917.286133
	Iteration 72Q: 3 clusters Score -2999039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2999043.000000 Penalty: 4917.286133
	Iteration 73Q: 3 clusters Score -2999043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2999042.250000 Penalty: 4917.286133
	Iteration 74Q: 3 clusters Score -2999042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2999044.000000 Penalty: 4917.286133
	Iteration 75Q: 3 clusters Score -2999044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2999047.500000 Penalty: 4917.286133
	Iteration 76Q: 3 clusters Score -2999048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2999049.750000 Penalty: 4917.286133
	Iteration 77Q: 3 clusters Score -2999050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2999048.250000 Penalty: 4917.286133
	Iteration 78Q: 3 clusters Score -2999048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2999046.250000 Penalty: 4917.286133
	Iteration 79Q: 3 clusters Score -2999046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2999044.750000 Penalty: 4917.286133
	Iteration 80F: 3 clusters Score -2999045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2999042.500000 Penalty: 4917.286133
	Iteration 81Q: 3 clusters Score -2999042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2999042.500000 Penalty: 4917.286133
	Iteration 82Q: 3 clusters Score -2999042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2999047.750000 Penalty: 4917.286133
	Iteration 83Q: 3 clusters Score -2999048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2999043.750000 Penalty: 4917.286133
	Iteration 84Q: 3 clusters Score -2999044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2999047.750000 Penalty: 4917.286133
	Iteration 85Q: 3 clusters Score -2999048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2999043.750000 Penalty: 4917.286133
	Iteration 86Q: 3 clusters Score -2999044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2999045.750000 Penalty: 4917.286133
	Iteration 87Q: 3 clusters Score -2999046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2999046.000000 Penalty: 4917.286133
	Iteration 88Q: 3 clusters Score -2999046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2999053.500000 Penalty: 4917.286133
	Iteration 89Q: 3 clusters Score -2999054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2999053.000000 Penalty: 4917.286133
	Iteration 90Q: 3 clusters Score -2999053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2999047.000000 Penalty: 4917.286133
	Iteration 91Q: 3 clusters Score -2999047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2999051.500000 Penalty: 4917.286133
	Iteration 92Q: 3 clusters Score -2999052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2999050.000000 Penalty: 4917.286133
	Iteration 93Q: 3 clusters Score -2999050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2999048.750000 Penalty: 4917.286133
	Iteration 94Q: 3 clusters Score -2999049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2999048.500000 Penalty: 4917.286133
	Iteration 95Q: 3 clusters Score -2999048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2999052.500000 Penalty: 4917.286133
	Iteration 96Q: 3 clusters Score -2999052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2999053.000000 Penalty: 4917.286133
	Iteration 97Q: 3 clusters Score -2999053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2999054.750000 Penalty: 4917.286133
	Iteration 98Q: 3 clusters Score -2999055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2999049.500000 Penalty: 4917.286133
	Iteration 99Q: 3 clusters Score -2999050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2999050.750000 Penalty: 4917.286133
	Iteration 100F: 3 clusters Score -2999051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2999058.000000 Penalty: 4917.286133
	Iteration 101Q: 3 clusters Score -2999058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2999059.000000 Penalty: 4917.286133
	Iteration 102Q: 3 clusters Score -2999059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2999052.250000 Penalty: 4917.286133
	Iteration 103Q: 3 clusters Score -2999052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2999052.250000 Penalty: 4917.286133
	Iteration 104F: 3 clusters Score -2999052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1697 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 7898 members 
Entering Unmasked Estep 
Score: -120296280.000000 Penalty: 124673.750000
Splitting cluster 22 changes total score from -120256680.000000 to -120296280.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (40462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Entering Unmasked Estep 
Score: -6249780.000000 Penalty: 2630.813232
	Iteration 0F: 2 clusters Score -6249780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -6222468.500000 Penalty: 5261.626465
	Iteration 0F: 3 clusters Score -6222468 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6233515.000000 Penalty: 5261.626465
	Iteration 1F: 3 clusters Score -6233515 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -6235544.500000 Penalty: 5261.626465
	Iteration 2F: 3 clusters Score -6235544 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -6238229.500000 Penalty: 5261.626465
	Iteration 3F: 3 clusters Score -6238230 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -6240697.000000 Penalty: 5261.626465
	Iteration 4F: 3 clusters Score -6240697 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -6242593.000000 Penalty: 5261.626465
	Iteration 5F: 3 clusters Score -6242593 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -6243763.000000 Penalty: 5261.626465
	Iteration 6F: 3 clusters Score -6243763 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -6244514.000000 Penalty: 5261.626465
	Iteration 7Q: 3 clusters Score -6244514 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -6245118.500000 Penalty: 5261.626465
	Iteration 8Q: 3 clusters Score -6245118 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -6245652.000000 Penalty: 5261.626465
	Iteration 9Q: 3 clusters Score -6245652 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6246093.500000 Penalty: 5261.626465
	Iteration 10Q: 3 clusters Score -6246094 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -6246493.500000 Penalty: 5261.626465
	Iteration 11Q: 3 clusters Score -6246494 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -6246839.000000 Penalty: 5261.626465
	Iteration 12Q: 3 clusters Score -6246839 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -6247140.500000 Penalty: 5261.626465
	Iteration 13Q: 3 clusters Score -6247140 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6247397.000000 Penalty: 5261.626465
	Iteration 14Q: 3 clusters Score -6247397 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6247571.000000 Penalty: 5261.626465
	Iteration 15Q: 3 clusters Score -6247571 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6247706.500000 Penalty: 5261.626465
	Iteration 16Q: 3 clusters Score -6247706 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6247805.000000 Penalty: 5261.626465
	Iteration 17Q: 3 clusters Score -6247805 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6247915.000000 Penalty: 5261.626465
	Iteration 18Q: 3 clusters Score -6247915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6247975.500000 Penalty: 5261.626465
	Iteration 19Q: 3 clusters Score -6247976 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6248025.500000 Penalty: 5261.626465
	Iteration 20F: 3 clusters Score -6248026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6248082.000000 Penalty: 5261.626465
	Iteration 21Q: 3 clusters Score -6248082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6248129.000000 Penalty: 5261.626465
	Iteration 22Q: 3 clusters Score -6248129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6248173.000000 Penalty: 5261.626465
	Iteration 23Q: 3 clusters Score -6248173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6248199.000000 Penalty: 5261.626465
	Iteration 24Q: 3 clusters Score -6248199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6248235.000000 Penalty: 5261.626465
	Iteration 25Q: 3 clusters Score -6248235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6248242.000000 Penalty: 5261.626465
	Iteration 26Q: 3 clusters Score -6248242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6248253.500000 Penalty: 5261.626465
	Iteration 27Q: 3 clusters Score -6248254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6248256.000000 Penalty: 5261.626465
	Iteration 28Q: 3 clusters Score -6248256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6248260.500000 Penalty: 5261.626465
	Iteration 29Q: 3 clusters Score -6248260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6248276.000000 Penalty: 5261.626465
	Iteration 30Q: 3 clusters Score -6248276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6248293.500000 Penalty: 5261.626465
	Iteration 31Q: 3 clusters Score -6248294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6248298.000000 Penalty: 5261.626465
	Iteration 32Q: 3 clusters Score -6248298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6248310.500000 Penalty: 5261.626465
	Iteration 33Q: 3 clusters Score -6248310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6248328.500000 Penalty: 5261.626465
	Iteration 34Q: 3 clusters Score -6248328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6248344.000000 Penalty: 5261.626465
	Iteration 35Q: 3 clusters Score -6248344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6248353.500000 Penalty: 5261.626465
	Iteration 36Q: 3 clusters Score -6248354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6248362.000000 Penalty: 5261.626465
	Iteration 37Q: 3 clusters Score -6248362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6248360.500000 Penalty: 5261.626465
	Iteration 38Q: 3 clusters Score -6248360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6248360.000000 Penalty: 5261.626465
	Iteration 39Q: 3 clusters Score -6248360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6248374.500000 Penalty: 5261.626465
	Iteration 40F: 3 clusters Score -6248374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6248369.500000 Penalty: 5261.626465
	Iteration 41Q: 3 clusters Score -6248370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6248384.500000 Penalty: 5261.626465
	Iteration 42Q: 3 clusters Score -6248384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6248388.000000 Penalty: 5261.626465
	Iteration 43Q: 3 clusters Score -6248388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6248392.000000 Penalty: 5261.626465
	Iteration 44Q: 3 clusters Score -6248392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6248399.000000 Penalty: 5261.626465
	Iteration 45Q: 3 clusters Score -6248399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6248407.000000 Penalty: 5261.626465
	Iteration 46Q: 3 clusters Score -6248407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6248400.500000 Penalty: 5261.626465
	Iteration 47Q: 3 clusters Score -6248400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6248403.000000 Penalty: 5261.626465
	Iteration 48Q: 3 clusters Score -6248403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6248396.000000 Penalty: 5261.626465
	Iteration 49Q: 3 clusters Score -6248396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6248396.500000 Penalty: 5261.626465
	Iteration 50Q: 3 clusters Score -6248396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6248402.500000 Penalty: 5261.626465
	Iteration 51Q: 3 clusters Score -6248402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6248398.500000 Penalty: 5261.626465
	Iteration 52Q: 3 clusters Score -6248398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6248403.500000 Penalty: 5261.626465
	Iteration 53Q: 3 clusters Score -6248404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6248407.500000 Penalty: 5261.626465
	Iteration 54Q: 3 clusters Score -6248408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6248414.500000 Penalty: 5261.626465
	Iteration 55Q: 3 clusters Score -6248414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6248414.000000 Penalty: 5261.626465
	Iteration 56Q: 3 clusters Score -6248414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6248412.500000 Penalty: 5261.626465
	Iteration 57Q: 3 clusters Score -6248412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6248410.500000 Penalty: 5261.626465
	Iteration 58Q: 3 clusters Score -6248410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6248413.500000 Penalty: 5261.626465
	Iteration 59Q: 3 clusters Score -6248414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6248411.000000 Penalty: 5261.626465
	Iteration 60F: 3 clusters Score -6248411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -220349.218750 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -220349.2 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 864 members 
Entering Unmasked Estep 
Score: -218212.453125 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -218212.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219249.093750 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -219249.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220785.046875 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -220785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -222200.234375 Penalty: 3688.562256
	Iteration 3F: 3 clusters Score -222200.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -222858.937500 Penalty: 3688.562256
	Iteration 4F: 3 clusters Score -222858.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -222990.968750 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -222991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223027.859375 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -223027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -223059.609375 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -223059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -223067.953125 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -223068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223071.500000 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -223071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -223072.734375 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -223072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -223072.734375 Penalty: 3688.562256
	Iteration 11F: 3 clusters Score -223072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 118539 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 11 contains 50665 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 4701 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 22643 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 5569 members 
Mstep: Class 31 contains 28130 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 68763 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 7898 members 
Mstep: Class 38 contains 1331 members 
Entering Unmasked Estep 
Score: -120297000.000000 Penalty: 128043.312500
Splitting cluster 24 changes total score from -120256680.000000 to -120297000.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 111000 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26000 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 12879 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27676 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 20805 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120315656.000000 Penalty: 128043.312500
Iteration 39Q: 39 clusters Score -1.203157e+08 nChanged 27732
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66622 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 34070 members 
Mstep: Class 5 contains 118059 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 111258 members 
Mstep: Class 8 contains 13533 members 
Mstep: Class 9 contains 55659 members 
Mstep: Class 10 contains 26366 members 
Mstep: Class 11 contains 52042 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 15389 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 376 members 
Mstep: Class 21 contains 21172 members 
Mstep: Class 22 contains 12691 members 
Mstep: Class 23 contains 40678 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 4559 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 7505 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 5670 members 
Mstep: Class 31 contains 26523 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 65237 members 
Mstep: Class 34 contains 4829 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 7575 members 
Mstep: Class 38 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120334608.000000 Penalty: 128043.312500
Iteration 40F: 39 clusters Score -1.203346e+08 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66222 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 34134 members 
Mstep: Class 5 contains 118428 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 110901 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 54238 members 
Mstep: Class 10 contains 26118 members 
Mstep: Class 11 contains 54148 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 3308 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27905 members 
Mstep: Class 18 contains 14668 members 
Mstep: Class 19 contains 1067 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 21210 members 
Mstep: Class 22 contains 12649 members 
Mstep: Class 23 contains 40228 members 
Mstep: Class 24 contains 390 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 8022 members 
Mstep: Class 29 contains 4265 members 
Mstep: Class 30 contains 5872 members 
Mstep: Class 31 contains 26896 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 63970 members 
Mstep: Class 34 contains 5294 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 1216 members 
Mstep: Class 37 contains 7819 members 
Mstep: Class 38 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120340824.000000 Penalty: 128043.312500
Iteration 41Q: 39 clusters Score -1.203408e+08 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65981 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 34161 members 
Mstep: Class 5 contains 118535 members 
Mstep: Class 6 contains 8403 members 
Mstep: Class 7 contains 110672 members 
Mstep: Class 8 contains 12126 members 
Mstep: Class 9 contains 53216 members 
Mstep: Class 10 contains 25925 members 
Mstep: Class 11 contains 55626 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 3424 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27717 members 
Mstep: Class 18 contains 14192 members 
Mstep: Class 19 contains 1070 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 21254 members 
Mstep: Class 22 contains 12702 members 
Mstep: Class 23 contains 39873 members 
Mstep: Class 24 contains 365 members 
Mstep: Class 25 contains 5639 members 
Mstep: Class 26 contains 9089 members 
Mstep: Class 27 contains 22432 members 
Mstep: Class 28 contains 8313 members 
Mstep: Class 29 contains 4709 members 
Mstep: Class 30 contains 5997 members 
Mstep: Class 31 contains 27191 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 62845 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 247 members 
Mstep: Class 36 contains 1229 members 
Mstep: Class 37 contains 8040 members 
Mstep: Class 38 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120345192.000000 Penalty: 128043.312500
Iteration 42Q: 39 clusters Score -1.203452e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 65740 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 34176 members 
Mstep: Class 5 contains 118571 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 110482 members 
Mstep: Class 8 contains 11918 members 
Mstep: Class 9 contains 52406 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 56944 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 12657 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27617 members 
Mstep: Class 18 contains 13807 members 
Mstep: Class 19 contains 1071 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 21293 members 
Mstep: Class 22 contains 12779 members 
Mstep: Class 23 contains 39579 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 5961 members 
Mstep: Class 26 contains 9334 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 8522 members 
Mstep: Class 29 contains 5001 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 27479 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 61792 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 245 members 
Mstep: Class 36 contains 1237 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120347648.000000 Penalty: 128043.312500
Iteration 43Q: 39 clusters Score -1.203476e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65536 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 34196 members 
Mstep: Class 5 contains 118555 members 
Mstep: Class 6 contains 8537 members 
Mstep: Class 7 contains 110350 members 
Mstep: Class 8 contains 11771 members 
Mstep: Class 9 contains 51785 members 
Mstep: Class 10 contains 25475 members 
Mstep: Class 11 contains 58038 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27552 members 
Mstep: Class 18 contains 13491 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 21328 members 
Mstep: Class 22 contains 12841 members 
Mstep: Class 23 contains 39370 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 6232 members 
Mstep: Class 26 contains 9530 members 
Mstep: Class 27 contains 22541 members 
Mstep: Class 28 contains 8655 members 
Mstep: Class 29 contains 5181 members 
Mstep: Class 30 contains 6160 members 
Mstep: Class 31 contains 27765 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 60886 members 
Mstep: Class 34 contains 5718 members 
Mstep: Class 35 contains 243 members 
Mstep: Class 36 contains 1240 members 
Mstep: Class 37 contains 8346 members 
Mstep: Class 38 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120348752.000000 Penalty: 128043.312500
Iteration 44Q: 39 clusters Score -1.203488e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65350 members 
Mstep: Class 3 contains 7808 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 118552 members 
Mstep: Class 6 contains 8597 members 
Mstep: Class 7 contains 110233 members 
Mstep: Class 8 contains 11638 members 
Mstep: Class 9 contains 51337 members 
Mstep: Class 10 contains 25253 members 
Mstep: Class 11 contains 58956 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27512 members 
Mstep: Class 18 contains 13191 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 21342 members 
Mstep: Class 22 contains 12885 members 
Mstep: Class 23 contains 39191 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 9632 members 
Mstep: Class 27 contains 22621 members 
Mstep: Class 28 contains 8786 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 6208 members 
Mstep: Class 31 contains 28035 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 60090 members 
Mstep: Class 34 contains 5798 members 
Mstep: Class 35 contains 239 members 
Mstep: Class 36 contains 1244 members 
Mstep: Class 37 contains 8522 members 
Mstep: Class 38 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120350320.000000 Penalty: 128043.312500
Iteration 45Q: 39 clusters Score -1.203503e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65203 members 
Mstep: Class 3 contains 7804 members 
Mstep: Class 4 contains 34160 members 
Mstep: Class 5 contains 118546 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 110110 members 
Mstep: Class 8 contains 11509 members 
Mstep: Class 9 contains 50999 members 
Mstep: Class 10 contains 25024 members 
Mstep: Class 11 contains 59691 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 12725 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27480 members 
Mstep: Class 18 contains 12938 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 21363 members 
Mstep: Class 22 contains 12928 members 
Mstep: Class 23 contains 39056 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 6626 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 22699 members 
Mstep: Class 28 contains 8903 members 
Mstep: Class 29 contains 5417 members 
Mstep: Class 30 contains 6260 members 
Mstep: Class 31 contains 28343 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 59423 members 
Mstep: Class 34 contains 5857 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 8676 members 
Mstep: Class 38 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120351776.000000 Penalty: 128043.312500
Iteration 46Q: 39 clusters Score -1.203518e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 65090 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 4 contains 34116 members 
Mstep: Class 5 contains 118514 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 109993 members 
Mstep: Class 8 contains 11403 members 
Mstep: Class 9 contains 50700 members 
Mstep: Class 10 contains 24807 members 
Mstep: Class 11 contains 60312 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27469 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 21371 members 
Mstep: Class 22 contains 13012 members 
Mstep: Class 23 contains 38946 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 6754 members 
Mstep: Class 26 contains 9827 members 
Mstep: Class 27 contains 22750 members 
Mstep: Class 28 contains 9021 members 
Mstep: Class 29 contains 5514 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 58826 members 
Mstep: Class 34 contains 5892 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1246 members 
Mstep: Class 37 contains 8842 members 
Mstep: Class 38 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120352888.000000 Penalty: 128043.312500
Iteration 47Q: 39 clusters Score -1.203529e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65000 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 34065 members 
Mstep: Class 5 contains 118487 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 109886 members 
Mstep: Class 8 contains 11309 members 
Mstep: Class 9 contains 50475 members 
Mstep: Class 10 contains 24588 members 
Mstep: Class 11 contains 60863 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 12486 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 21383 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 38850 members 
Mstep: Class 24 contains 331 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 9897 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 9121 members 
Mstep: Class 29 contains 5587 members 
Mstep: Class 30 contains 6368 members 
Mstep: Class 31 contains 28989 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 58258 members 
Mstep: Class 34 contains 5908 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1249 members 
Mstep: Class 37 contains 8977 members 
Mstep: Class 38 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120353848.000000 Penalty: 128043.312500
Iteration 48Q: 39 clusters Score -1.203538e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64928 members 
Mstep: Class 3 contains 7824 members 
Mstep: Class 4 contains 33996 members 
Mstep: Class 5 contains 118463 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 109777 members 
Mstep: Class 8 contains 11214 members 
Mstep: Class 9 contains 50312 members 
Mstep: Class 10 contains 24378 members 
Mstep: Class 11 contains 61339 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 18 contains 12281 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 21379 members 
Mstep: Class 22 contains 13210 members 
Mstep: Class 23 contains 38776 members 
Mstep: Class 24 contains 331 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 9972 members 
Mstep: Class 27 contains 22817 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 6416 members 
Mstep: Class 31 contains 29287 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 57789 members 
Mstep: Class 34 contains 5886 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1249 members 
Mstep: Class 37 contains 9142 members 
Mstep: Class 38 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355416.000000 Penalty: 128043.312500
Iteration 49Q: 39 clusters Score -1.203554e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64864 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 33925 members 
Mstep: Class 5 contains 118419 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 109662 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 50164 members 
Mstep: Class 10 contains 24138 members 
Mstep: Class 11 contains 61727 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 27518 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 21399 members 
Mstep: Class 22 contains 13287 members 
Mstep: Class 23 contains 38697 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 7049 members 
Mstep: Class 26 contains 10038 members 
Mstep: Class 27 contains 22832 members 
Mstep: Class 28 contains 9301 members 
Mstep: Class 29 contains 5707 members 
Mstep: Class 30 contains 6455 members 
Mstep: Class 31 contains 29620 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 57355 members 
Mstep: Class 34 contains 5853 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1250 members 
Mstep: Class 37 contains 9319 members 
Mstep: Class 38 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120355856.000000 Penalty: 128043.312500
Iteration 50Q: 39 clusters Score -1.203559e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64814 members 
Mstep: Class 3 contains 7803 members 
Mstep: Class 4 contains 33864 members 
Mstep: Class 5 contains 118358 members 
Mstep: Class 6 contains 8684 members 
Mstep: Class 7 contains 109563 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 50061 members 
Mstep: Class 10 contains 23950 members 
Mstep: Class 11 contains 62057 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 27563 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 21411 members 
Mstep: Class 22 contains 13362 members 
Mstep: Class 23 contains 38632 members 
Mstep: Class 24 contains 330 members 
Mstep: Class 25 contains 7142 members 
Mstep: Class 26 contains 10099 members 
Mstep: Class 27 contains 22840 members 
Mstep: Class 28 contains 9367 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 6502 members 
Mstep: Class 31 contains 29906 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 56949 members 
Mstep: Class 34 contains 5848 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1252 members 
Mstep: Class 37 contains 9469 members 
Mstep: Class 38 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120356800.000000 Penalty: 128043.312500
Iteration 51Q: 39 clusters Score -1.203568e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64736 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 33812 members 
Mstep: Class 5 contains 118310 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 109437 members 
Mstep: Class 8 contains 11026 members 
Mstep: Class 9 contains 49975 members 
Mstep: Class 10 contains 23788 members 
Mstep: Class 11 contains 62326 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 12851 members 
Mstep: Class 15 contains 4159 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27622 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 21409 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 38571 members 
Mstep: Class 24 contains 329 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 10137 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 9424 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 6545 members 
Mstep: Class 31 contains 30155 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 56589 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1251 members 
Mstep: Class 37 contains 9604 members 
Mstep: Class 38 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120357400.000000 Penalty: 128043.312500
Iteration 52Q: 39 clusters Score -1.203574e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64678 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 33774 members 
Mstep: Class 5 contains 118263 members 
Mstep: Class 6 contains 8726 members 
Mstep: Class 7 contains 109339 members 
Mstep: Class 8 contains 10922 members 
Mstep: Class 9 contains 49887 members 
Mstep: Class 10 contains 23622 members 
Mstep: Class 11 contains 62555 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 12962 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27678 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 21417 members 
Mstep: Class 22 contains 13524 members 
Mstep: Class 23 contains 38516 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7320 members 
Mstep: Class 26 contains 10187 members 
Mstep: Class 27 contains 22826 members 
Mstep: Class 28 contains 9477 members 
Mstep: Class 29 contains 5833 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 30400 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 56278 members 
Mstep: Class 34 contains 5846 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1252 members 
Mstep: Class 37 contains 9719 members 
Mstep: Class 38 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120357928.000000 Penalty: 128043.312500
Iteration 53Q: 39 clusters Score -1.203579e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64632 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 33745 members 
Mstep: Class 5 contains 118229 members 
Mstep: Class 6 contains 8740 members 
Mstep: Class 7 contains 109250 members 
Mstep: Class 8 contains 10855 members 
Mstep: Class 9 contains 49815 members 
Mstep: Class 10 contains 23467 members 
Mstep: Class 11 contains 62726 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 13059 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27720 members 
Mstep: Class 18 contains 11467 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 21410 members 
Mstep: Class 22 contains 13588 members 
Mstep: Class 23 contains 38459 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7392 members 
Mstep: Class 26 contains 10241 members 
Mstep: Class 27 contains 22828 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 6591 members 
Mstep: Class 31 contains 30640 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 55998 members 
Mstep: Class 34 contains 5874 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1255 members 
Mstep: Class 37 contains 9800 members 
Mstep: Class 38 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120358616.000000 Penalty: 128043.312500
Iteration 54Q: 39 clusters Score -1.203586e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64592 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 33716 members 
Mstep: Class 5 contains 118204 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 109119 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 49743 members 
Mstep: Class 10 contains 23343 members 
Mstep: Class 11 contains 62895 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27763 members 
Mstep: Class 18 contains 11319 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 21411 members 
Mstep: Class 22 contains 13650 members 
Mstep: Class 23 contains 38390 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7475 members 
Mstep: Class 26 contains 10301 members 
Mstep: Class 27 contains 22820 members 
Mstep: Class 28 contains 9570 members 
Mstep: Class 29 contains 5872 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 30849 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 55725 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 9908 members 
Mstep: Class 38 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120359200.000000 Penalty: 128043.312500
Iteration 55Q: 39 clusters Score -1.203592e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64561 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 33689 members 
Mstep: Class 5 contains 118196 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 108985 members 
Mstep: Class 8 contains 10660 members 
Mstep: Class 9 contains 49663 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 11 contains 63056 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27799 members 
Mstep: Class 18 contains 11177 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 13695 members 
Mstep: Class 23 contains 38317 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7569 members 
Mstep: Class 26 contains 10359 members 
Mstep: Class 27 contains 22820 members 
Mstep: Class 28 contains 9626 members 
Mstep: Class 29 contains 5884 members 
Mstep: Class 30 contains 6638 members 
Mstep: Class 31 contains 31060 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 55488 members 
Mstep: Class 34 contains 5950 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10031 members 
Mstep: Class 38 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120359656.000000 Penalty: 128043.312500
Iteration 56Q: 39 clusters Score -1.203597e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64552 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 33663 members 
Mstep: Class 5 contains 118176 members 
Mstep: Class 6 contains 8749 members 
Mstep: Class 7 contains 108867 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 49603 members 
Mstep: Class 10 contains 23069 members 
Mstep: Class 11 contains 63191 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 13362 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27829 members 
Mstep: Class 18 contains 11048 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 21416 members 
Mstep: Class 22 contains 13767 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7644 members 
Mstep: Class 26 contains 10425 members 
Mstep: Class 27 contains 22813 members 
Mstep: Class 28 contains 9650 members 
Mstep: Class 29 contains 5891 members 
Mstep: Class 30 contains 6656 members 
Mstep: Class 31 contains 31295 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 55264 members 
Mstep: Class 34 contains 6006 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10133 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120360080.000000 Penalty: 128043.312500
Iteration 57Q: 39 clusters Score -1.203601e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64542 members 
Mstep: Class 3 contains 7691 members 
Mstep: Class 4 contains 33637 members 
Mstep: Class 5 contains 118186 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 108743 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 49561 members 
Mstep: Class 10 contains 22929 members 
Mstep: Class 11 contains 63300 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1268 members 
Mstep: Class 14 contains 13420 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27871 members 
Mstep: Class 18 contains 10941 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 13802 members 
Mstep: Class 23 contains 38166 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 7727 members 
Mstep: Class 26 contains 10489 members 
Mstep: Class 27 contains 22808 members 
Mstep: Class 28 contains 9681 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 6646 members 
Mstep: Class 31 contains 31530 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 55049 members 
Mstep: Class 34 contains 6076 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10199 members 
Mstep: Class 38 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120360272.000000 Penalty: 128043.312500
Iteration 58Q: 39 clusters Score -1.203603e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64531 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 33620 members 
Mstep: Class 5 contains 118180 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 108589 members 
Mstep: Class 8 contains 10410 members 
Mstep: Class 9 contains 49516 members 
Mstep: Class 10 contains 22798 members 
Mstep: Class 11 contains 63373 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27903 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 21414 members 
Mstep: Class 22 contains 13801 members 
Mstep: Class 23 contains 38108 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 7817 members 
Mstep: Class 26 contains 10550 members 
Mstep: Class 27 contains 22807 members 
Mstep: Class 28 contains 9708 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 6661 members 
Mstep: Class 31 contains 31737 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54865 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10257 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120361048.000000 Penalty: 128043.312500
Iteration 59Q: 39 clusters Score -1.20361e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64516 members 
Mstep: Class 3 contains 7655 members 
Mstep: Class 4 contains 33607 members 
Mstep: Class 5 contains 118171 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 108460 members 
Mstep: Class 8 contains 10351 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 22651 members 
Mstep: Class 11 contains 63436 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27933 members 
Mstep: Class 18 contains 10942 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 21417 members 
Mstep: Class 22 contains 13768 members 
Mstep: Class 23 contains 38056 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 10600 members 
Mstep: Class 27 contains 22799 members 
Mstep: Class 28 contains 9743 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 30 contains 6662 members 
Mstep: Class 31 contains 31940 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54686 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10324 members 
Mstep: Class 38 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120362800.000000 Penalty: 128043.312500
Iteration 60F: 39 clusters Score -1.203628e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 64532 members 
Mstep: Class 3 contains 7647 members 
Mstep: Class 4 contains 33586 members 
Mstep: Class 5 contains 118171 members 
Mstep: Class 6 contains 8817 members 
Mstep: Class 7 contains 108335 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 49455 members 
Mstep: Class 10 contains 22520 members 
Mstep: Class 11 contains 63480 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 27974 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21418 members 
Mstep: Class 22 contains 13710 members 
Mstep: Class 23 contains 38003 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 7992 members 
Mstep: Class 26 contains 10624 members 
Mstep: Class 27 contains 22789 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 32119 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54523 members 
Mstep: Class 34 contains 6283 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1256 members 
Mstep: Class 37 contains 10382 members 
Mstep: Class 38 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364400.000000 Penalty: 128043.312500
Iteration 61Q: 39 clusters Score -1.203644e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64545 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 33562 members 
Mstep: Class 5 contains 118196 members 
Mstep: Class 6 contains 8866 members 
Mstep: Class 7 contains 108232 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 22398 members 
Mstep: Class 11 contains 63530 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 13454 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28024 members 
Mstep: Class 18 contains 10987 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21416 members 
Mstep: Class 22 contains 13627 members 
Mstep: Class 23 contains 37976 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 8076 members 
Mstep: Class 26 contains 10675 members 
Mstep: Class 27 contains 22770 members 
Mstep: Class 28 contains 9772 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 32274 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54360 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 1257 members 
Mstep: Class 37 contains 10444 members 
Mstep: Class 38 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364632.000000 Penalty: 128043.312500
Iteration 62Q: 39 clusters Score -1.203646e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64559 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 33547 members 
Mstep: Class 5 contains 118193 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 108140 members 
Mstep: Class 8 contains 10226 members 
Mstep: Class 9 contains 49385 members 
Mstep: Class 10 contains 22285 members 
Mstep: Class 11 contains 63572 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28063 members 
Mstep: Class 18 contains 11014 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21418 members 
Mstep: Class 22 contains 13559 members 
Mstep: Class 23 contains 37948 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 8155 members 
Mstep: Class 26 contains 10721 members 
Mstep: Class 27 contains 22760 members 
Mstep: Class 28 contains 9781 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 32430 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54198 members 
Mstep: Class 34 contains 6362 members 
Mstep: Class 35 contains 236 members 
Mstep: Class 36 contains 1260 members 
Mstep: Class 37 contains 10503 members 
Mstep: Class 38 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120364920.000000 Penalty: 128043.312500
Iteration 63Q: 39 clusters Score -1.203649e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64605 members 
Mstep: Class 3 contains 7627 members 
Mstep: Class 4 contains 33534 members 
Mstep: Class 5 contains 118218 members 
Mstep: Class 6 contains 9012 members 
Mstep: Class 7 contains 108058 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 49366 members 
Mstep: Class 10 contains 22165 members 
Mstep: Class 11 contains 63601 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 4496 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28105 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 13472 members 
Mstep: Class 23 contains 37919 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 8217 members 
Mstep: Class 26 contains 10753 members 
Mstep: Class 27 contains 22755 members 
Mstep: Class 28 contains 9795 members 
Mstep: Class 29 contains 5971 members 
Mstep: Class 30 contains 6695 members 
Mstep: Class 31 contains 32572 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 54032 members 
Mstep: Class 34 contains 6395 members 
Mstep: Class 35 contains 234 members 
Mstep: Class 36 contains 1260 members 
Mstep: Class 37 contains 10566 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120365352.000000 Penalty: 128043.312500
Iteration 64Q: 39 clusters Score -1.203654e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64606 members 
Mstep: Class 3 contains 7615 members 
Mstep: Class 4 contains 33531 members 
Mstep: Class 5 contains 118236 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 107985 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 49353 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 63640 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 13298 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 21414 members 
Mstep: Class 22 contains 13380 members 
Mstep: Class 23 contains 37888 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 8289 members 
Mstep: Class 26 contains 10779 members 
Mstep: Class 27 contains 22749 members 
Mstep: Class 28 contains 9817 members 
Mstep: Class 29 contains 5983 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 32721 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53886 members 
Mstep: Class 34 contains 6422 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1260 members 
Mstep: Class 37 contains 10658 members 
Mstep: Class 38 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120365880.000000 Penalty: 128043.312500
Iteration 65Q: 39 clusters Score -1.203659e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 7618 members 
Mstep: Class 4 contains 33531 members 
Mstep: Class 5 contains 118239 members 
Mstep: Class 6 contains 9158 members 
Mstep: Class 7 contains 107916 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 9 contains 49331 members 
Mstep: Class 10 contains 21995 members 
Mstep: Class 11 contains 63665 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28165 members 
Mstep: Class 18 contains 11025 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 21407 members 
Mstep: Class 22 contains 13291 members 
Mstep: Class 23 contains 37841 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 8363 members 
Mstep: Class 26 contains 10802 members 
Mstep: Class 27 contains 22731 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 5996 members 
Mstep: Class 30 contains 6720 members 
Mstep: Class 31 contains 32831 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53768 members 
Mstep: Class 34 contains 6465 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 10770 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120366432.000000 Penalty: 128043.312500
Iteration 66Q: 39 clusters Score -1.203664e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64652 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 33529 members 
Mstep: Class 5 contains 118233 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 107856 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 49294 members 
Mstep: Class 10 contains 21923 members 
Mstep: Class 11 contains 63676 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28196 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21401 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 37772 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 8424 members 
Mstep: Class 26 contains 10820 members 
Mstep: Class 27 contains 22708 members 
Mstep: Class 28 contains 9867 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 6729 members 
Mstep: Class 31 contains 32929 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53643 members 
Mstep: Class 34 contains 6487 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 10889 members 
Mstep: Class 38 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120366336.000000 Penalty: 128043.312500
Iteration 67Q: 39 clusters Score -1.203663e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64680 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 33518 members 
Mstep: Class 5 contains 118204 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 107798 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 49264 members 
Mstep: Class 10 contains 21849 members 
Mstep: Class 11 contains 63688 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 13115 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28213 members 
Mstep: Class 18 contains 11039 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21398 members 
Mstep: Class 22 contains 13208 members 
Mstep: Class 23 contains 37729 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 10833 members 
Mstep: Class 27 contains 22693 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 6743 members 
Mstep: Class 31 contains 33052 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53518 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11003 members 
Mstep: Class 38 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120366752.000000 Penalty: 128043.312500
Iteration 68Q: 39 clusters Score -1.203668e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64701 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 118163 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 107742 members 
Mstep: Class 8 contains 10107 members 
Mstep: Class 9 contains 49236 members 
Mstep: Class 10 contains 21786 members 
Mstep: Class 11 contains 63705 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 13062 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28248 members 
Mstep: Class 18 contains 11034 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21393 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 37692 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8507 members 
Mstep: Class 26 contains 10830 members 
Mstep: Class 27 contains 22674 members 
Mstep: Class 28 contains 9914 members 
Mstep: Class 29 contains 6020 members 
Mstep: Class 30 contains 6750 members 
Mstep: Class 31 contains 33164 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53390 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11174 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120367352.000000 Penalty: 128043.312500
Iteration 69Q: 39 clusters Score -1.203674e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 64736 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 33521 members 
Mstep: Class 5 contains 118126 members 
Mstep: Class 6 contains 9315 members 
Mstep: Class 7 contains 107691 members 
Mstep: Class 8 contains 10115 members 
Mstep: Class 9 contains 49195 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 63712 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13061 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 11041 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21391 members 
Mstep: Class 22 contains 13055 members 
Mstep: Class 23 contains 37656 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8547 members 
Mstep: Class 26 contains 10826 members 
Mstep: Class 27 contains 22647 members 
Mstep: Class 28 contains 9926 members 
Mstep: Class 29 contains 6038 members 
Mstep: Class 30 contains 6754 members 
Mstep: Class 31 contains 33251 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53288 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11318 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120367288.000000 Penalty: 128043.312500
Iteration 70Q: 39 clusters Score -1.203673e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64769 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 33526 members 
Mstep: Class 5 contains 118100 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 107650 members 
Mstep: Class 8 contains 10124 members 
Mstep: Class 9 contains 49171 members 
Mstep: Class 10 contains 21653 members 
Mstep: Class 11 contains 63718 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 13090 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28311 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21384 members 
Mstep: Class 22 contains 12984 members 
Mstep: Class 23 contains 37611 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8585 members 
Mstep: Class 26 contains 10818 members 
Mstep: Class 27 contains 22611 members 
Mstep: Class 28 contains 9938 members 
Mstep: Class 29 contains 6054 members 
Mstep: Class 30 contains 6761 members 
Mstep: Class 31 contains 33325 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53181 members 
Mstep: Class 34 contains 6566 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11444 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120368040.000000 Penalty: 128043.312500
Iteration 71Q: 39 clusters Score -1.20368e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 64810 members 
Mstep: Class 3 contains 7586 members 
Mstep: Class 4 contains 33526 members 
Mstep: Class 5 contains 118069 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 7 contains 107605 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 49150 members 
Mstep: Class 10 contains 21590 members 
Mstep: Class 11 contains 63711 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 11056 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21385 members 
Mstep: Class 22 contains 12891 members 
Mstep: Class 23 contains 37580 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8609 members 
Mstep: Class 26 contains 10827 members 
Mstep: Class 27 contains 22589 members 
Mstep: Class 28 contains 9952 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 33413 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 53075 members 
Mstep: Class 34 contains 6589 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11540 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120368488.000000 Penalty: 128043.312500
Iteration 72Q: 39 clusters Score -1.203685e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64834 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 33519 members 
Mstep: Class 5 contains 118032 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 107571 members 
Mstep: Class 8 contains 10145 members 
Mstep: Class 9 contains 49140 members 
Mstep: Class 10 contains 21524 members 
Mstep: Class 11 contains 63713 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21382 members 
Mstep: Class 22 contains 12813 members 
Mstep: Class 23 contains 37562 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8635 members 
Mstep: Class 26 contains 10832 members 
Mstep: Class 27 contains 22553 members 
Mstep: Class 28 contains 9960 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6776 members 
Mstep: Class 31 contains 33511 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52959 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11607 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120368800.000000 Penalty: 128043.312500
Iteration 73Q: 39 clusters Score -1.203688e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64847 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 33514 members 
Mstep: Class 5 contains 118005 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 107539 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 49113 members 
Mstep: Class 10 contains 21488 members 
Mstep: Class 11 contains 63707 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21381 members 
Mstep: Class 22 contains 12746 members 
Mstep: Class 23 contains 37534 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8646 members 
Mstep: Class 26 contains 10846 members 
Mstep: Class 27 contains 22539 members 
Mstep: Class 28 contains 9970 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 6775 members 
Mstep: Class 31 contains 33573 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52874 members 
Mstep: Class 34 contains 6606 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11667 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369224.000000 Penalty: 128043.312500
Iteration 74Q: 39 clusters Score -1.203692e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64862 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 33514 members 
Mstep: Class 5 contains 117984 members 
Mstep: Class 6 contains 9478 members 
Mstep: Class 7 contains 107523 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 49092 members 
Mstep: Class 10 contains 21437 members 
Mstep: Class 11 contains 63708 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13301 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28456 members 
Mstep: Class 18 contains 11047 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21380 members 
Mstep: Class 22 contains 12658 members 
Mstep: Class 23 contains 37507 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8678 members 
Mstep: Class 26 contains 10867 members 
Mstep: Class 27 contains 22515 members 
Mstep: Class 28 contains 9983 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 6768 members 
Mstep: Class 31 contains 33642 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52781 members 
Mstep: Class 34 contains 6610 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11697 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369400.000000 Penalty: 128043.312500
Iteration 75Q: 39 clusters Score -1.203694e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64879 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 33511 members 
Mstep: Class 5 contains 117952 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 107512 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 49074 members 
Mstep: Class 10 contains 21394 members 
Mstep: Class 11 contains 63706 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 4622 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28480 members 
Mstep: Class 18 contains 11037 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21381 members 
Mstep: Class 22 contains 12553 members 
Mstep: Class 23 contains 37481 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8688 members 
Mstep: Class 26 contains 10870 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 6764 members 
Mstep: Class 31 contains 33704 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52697 members 
Mstep: Class 34 contains 6610 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11719 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369688.000000 Penalty: 128043.312500
Iteration 76Q: 39 clusters Score -1.203697e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64900 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117939 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 107499 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 49060 members 
Mstep: Class 10 contains 21349 members 
Mstep: Class 11 contains 63710 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 13594 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28505 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21383 members 
Mstep: Class 22 contains 12419 members 
Mstep: Class 23 contains 37470 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8687 members 
Mstep: Class 26 contains 10863 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 9997 members 
Mstep: Class 29 contains 6207 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 33767 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52618 members 
Mstep: Class 34 contains 6612 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11731 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369856.000000 Penalty: 128043.312500
Iteration 77Q: 39 clusters Score -1.203699e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64915 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 33510 members 
Mstep: Class 5 contains 117924 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 107489 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 49034 members 
Mstep: Class 10 contains 21318 members 
Mstep: Class 11 contains 63721 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28527 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21386 members 
Mstep: Class 22 contains 12301 members 
Mstep: Class 23 contains 37461 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8677 members 
Mstep: Class 26 contains 10874 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 10017 members 
Mstep: Class 29 contains 6224 members 
Mstep: Class 30 contains 6740 members 
Mstep: Class 31 contains 33807 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52537 members 
Mstep: Class 34 contains 6610 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11731 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120369936.000000 Penalty: 128043.312500
Iteration 78Q: 39 clusters Score -1.203699e+08 nChanged 1343
Entering ConstructFrom: 
Score: -120369936.000000 Penalty: 128043.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -158219.796875 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -158219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156298.765625 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -156298.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156910.062500 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -156910.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157634.031250 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -157634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -158402.125000 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -158402.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -158744.390625 Penalty: 3471.713623
	Iteration 4F: 3 clusters Score -158744.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -158866.859375 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -158866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -158890.703125 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -158890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -158897.453125 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -158897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158902.234375 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -158902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158902.234375 Penalty: 3471.713623
	Iteration 9F: 3 clusters Score -158902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 49011 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 37442 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 872 members 
Entering Unmasked Estep 
Score: -120368984.000000 Penalty: 131412.875000
Splitting cluster 1 changes total score from -120369936.000000 to -120368984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Entering Unmasked Estep 
Score: -10031564.000000 Penalty: 2748.168945
	Iteration 0F: 2 clusters Score -1.003156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9988028.000000 Penalty: 5496.337891
	Iteration 0F: 3 clusters Score -9988028 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -10004915.000000 Penalty: 5496.337891
	Iteration 1F: 3 clusters Score -1.000492e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -10005603.000000 Penalty: 5496.337891
	Iteration 2Q: 3 clusters Score -1.00056e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -10006272.000000 Penalty: 5496.337891
	Iteration 3Q: 3 clusters Score -1.000627e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -10006993.000000 Penalty: 5496.337891
	Iteration 4Q: 3 clusters Score -1.000699e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -10007978.000000 Penalty: 5496.337891
	Iteration 5Q: 3 clusters Score -1.000798e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -10009241.000000 Penalty: 5496.337891
	Iteration 6Q: 3 clusters Score -1.000924e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -10010940.000000 Penalty: 5496.337891
	Iteration 7F: 3 clusters Score -1.001094e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -10013500.000000 Penalty: 5496.337891
	Iteration 8F: 3 clusters Score -1.00135e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -10016609.000000 Penalty: 5496.337891
	Iteration 9F: 3 clusters Score -1.001661e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -10019878.000000 Penalty: 5496.337891
	Iteration 10F: 3 clusters Score -1.001988e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -10022842.000000 Penalty: 5496.337891
	Iteration 11F: 3 clusters Score -1.002284e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -10025223.000000 Penalty: 5496.337891
	Iteration 12Q: 3 clusters Score -1.002522e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -10026929.000000 Penalty: 5496.337891
	Iteration 13Q: 3 clusters Score -1.002693e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -10028068.000000 Penalty: 5496.337891
	Iteration 14Q: 3 clusters Score -1.002807e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -10028799.000000 Penalty: 5496.337891
	Iteration 15Q: 3 clusters Score -1.00288e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -10029189.000000 Penalty: 5496.337891
	Iteration 16Q: 3 clusters Score -1.002919e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -10029461.000000 Penalty: 5496.337891
	Iteration 17Q: 3 clusters Score -1.002946e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -10029599.000000 Penalty: 5496.337891
	Iteration 18Q: 3 clusters Score -1.00296e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -10029683.000000 Penalty: 5496.337891
	Iteration 19Q: 3 clusters Score -1.002968e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -10029709.000000 Penalty: 5496.337891
	Iteration 20F: 3 clusters Score -1.002971e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -10029722.000000 Penalty: 5496.337891
	Iteration 21Q: 3 clusters Score -1.002972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -10029728.000000 Penalty: 5496.337891
	Iteration 22Q: 3 clusters Score -1.002973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -10029736.000000 Penalty: 5496.337891
	Iteration 23Q: 3 clusters Score -1.002974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -10029728.000000 Penalty: 5496.337891
	Iteration 24Q: 3 clusters Score -1.002973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -10029742.000000 Penalty: 5496.337891
	Iteration 25Q: 3 clusters Score -1.002974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -10029757.000000 Penalty: 5496.337891
	Iteration 26Q: 3 clusters Score -1.002976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -10029750.000000 Penalty: 5496.337891
	Iteration 27Q: 3 clusters Score -1.002975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -10029767.000000 Penalty: 5496.337891
	Iteration 28Q: 3 clusters Score -1.002977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -10029768.000000 Penalty: 5496.337891
	Iteration 29Q: 3 clusters Score -1.002977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -10029767.000000 Penalty: 5496.337891
	Iteration 30Q: 3 clusters Score -1.002977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -10029782.000000 Penalty: 5496.337891
	Iteration 31Q: 3 clusters Score -1.002978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -10029776.000000 Penalty: 5496.337891
	Iteration 32Q: 3 clusters Score -1.002978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -10029775.000000 Penalty: 5496.337891
	Iteration 33Q: 3 clusters Score -1.002978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -10029779.000000 Penalty: 5496.337891
	Iteration 34Q: 3 clusters Score -1.002978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -10029770.000000 Penalty: 5496.337891
	Iteration 35Q: 3 clusters Score -1.002977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -10029772.000000 Penalty: 5496.337891
	Iteration 36Q: 3 clusters Score -1.002977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -10029774.000000 Penalty: 5496.337891
	Iteration 37Q: 3 clusters Score -1.002977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -10029778.000000 Penalty: 5496.337891
	Iteration 38Q: 3 clusters Score -1.002978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -10029769.000000 Penalty: 5496.337891
	Iteration 39Q: 3 clusters Score -1.002977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -10029778.000000 Penalty: 5496.337891
	Iteration 40F: 3 clusters Score -1.002978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -10029776.000000 Penalty: 5496.337891
	Iteration 41Q: 3 clusters Score -1.002978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -10029778.000000 Penalty: 5496.337891
	Iteration 42Q: 3 clusters Score -1.002978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -10029779.000000 Penalty: 5496.337891
	Iteration 43Q: 3 clusters Score -1.002978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -10029779.000000 Penalty: 5496.337891
	Iteration 44F: 3 clusters Score -1.002978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -1184231.000000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -1184231 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 3739 members 
Entering Unmasked Estep 
Score: -1178186.500000 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -1178186 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1179730.125000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -1179730 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1179993.375000 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -1179993 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1180177.875000 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -1180178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1180308.875000 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -1180309 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1180424.125000 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -1180424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1180540.250000 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -1180540 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1180685.625000 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -1180686 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1180877.875000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -1180878 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1181098.000000 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -1181098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1181320.875000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -1181321 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1181556.875000 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -1181557 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1181793.250000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -1181793 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1182013.500000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -1182014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1182197.125000 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -1182197 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1182334.875000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -1182335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1182451.250000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -1182451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1182536.000000 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -1182536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1182586.375000 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -1182586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1182617.375000 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -1182617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1182630.000000 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -1182630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1182647.000000 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -1182647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1182652.875000 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -1182653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1182656.500000 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -1182656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1182659.250000 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -1182659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1182662.125000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -1182662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1182668.500000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -1182668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1182669.750000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -1182670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1182672.625000 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -1182673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1182675.500000 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -1182676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1182675.750000 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -1182676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1182678.125000 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -1182678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1182677.250000 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -1182677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1182680.375000 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -1182680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1182681.000000 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -1182681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1182683.750000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -1182684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1182685.625000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -1182686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1182686.125000 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -1182686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1182686.125000 Penalty: 4424.645508
	Iteration 38F: 3 clusters Score -1182686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Entering Unmasked Estep 
Score: -5224861.000000 Penalty: 2584.038574
	Iteration 0F: 2 clusters Score -5224861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -5202075.000000 Penalty: 5168.077148
	Iteration 0F: 3 clusters Score -5202075 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -5210279.500000 Penalty: 5168.077148
	Iteration 1F: 3 clusters Score -5210280 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5211055.500000 Penalty: 5168.077148
	Iteration 2F: 3 clusters Score -5211056 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -5211909.500000 Penalty: 5168.077148
	Iteration 3F: 3 clusters Score -5211910 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5212864.000000 Penalty: 5168.077148
	Iteration 4F: 3 clusters Score -5212864 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5214148.000000 Penalty: 5168.077148
	Iteration 5F: 3 clusters Score -5214148 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5215739.500000 Penalty: 5168.077148
	Iteration 6F: 3 clusters Score -5215740 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -5217557.000000 Penalty: 5168.077148
	Iteration 7F: 3 clusters Score -5217557 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5219318.500000 Penalty: 5168.077148
	Iteration 8F: 3 clusters Score -5219318 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5220696.500000 Penalty: 5168.077148
	Iteration 9Q: 3 clusters Score -5220696 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -5221612.500000 Penalty: 5168.077148
	Iteration 10Q: 3 clusters Score -5221612 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -5222074.500000 Penalty: 5168.077148
	Iteration 11Q: 3 clusters Score -5222074 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5222315.000000 Penalty: 5168.077148
	Iteration 12Q: 3 clusters Score -5222315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5222454.500000 Penalty: 5168.077148
	Iteration 13Q: 3 clusters Score -5222454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -5222529.000000 Penalty: 5168.077148
	Iteration 14Q: 3 clusters Score -5222529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5222609.000000 Penalty: 5168.077148
	Iteration 15Q: 3 clusters Score -5222609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5222659.000000 Penalty: 5168.077148
	Iteration 16Q: 3 clusters Score -5222659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5222707.000000 Penalty: 5168.077148
	Iteration 17Q: 3 clusters Score -5222707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -5222728.000000 Penalty: 5168.077148
	Iteration 18Q: 3 clusters Score -5222728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5222751.000000 Penalty: 5168.077148
	Iteration 19Q: 3 clusters Score -5222751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -5222766.000000 Penalty: 5168.077148
	Iteration 20F: 3 clusters Score -5222766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -5222773.500000 Penalty: 5168.077148
	Iteration 21Q: 3 clusters Score -5222774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5222784.000000 Penalty: 5168.077148
	Iteration 22Q: 3 clusters Score -5222784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5222780.500000 Penalty: 5168.077148
	Iteration 23Q: 3 clusters Score -5222780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -5222785.000000 Penalty: 5168.077148
	Iteration 24Q: 3 clusters Score -5222785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5222792.500000 Penalty: 5168.077148
	Iteration 25Q: 3 clusters Score -5222792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5222786.500000 Penalty: 5168.077148
	Iteration 26Q: 3 clusters Score -5222786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5222787.000000 Penalty: 5168.077148
	Iteration 27Q: 3 clusters Score -5222787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -5222781.000000 Penalty: 5168.077148
	Iteration 28Q: 3 clusters Score -5222781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5222785.500000 Penalty: 5168.077148
	Iteration 29Q: 3 clusters Score -5222786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -5222799.500000 Penalty: 5168.077148
	Iteration 30Q: 3 clusters Score -5222800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -5222800.500000 Penalty: 5168.077148
	Iteration 31Q: 3 clusters Score -5222800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5222801.000000 Penalty: 5168.077148
	Iteration 32Q: 3 clusters Score -5222801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5222805.500000 Penalty: 5168.077148
	Iteration 33Q: 3 clusters Score -5222806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -5222807.000000 Penalty: 5168.077148
	Iteration 34Q: 3 clusters Score -5222807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -5222808.000000 Penalty: 5168.077148
	Iteration 35Q: 3 clusters Score -5222808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -5222808.500000 Penalty: 5168.077148
	Iteration 36Q: 3 clusters Score -5222808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5222804.500000 Penalty: 5168.077148
	Iteration 37Q: 3 clusters Score -5222804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -5222803.500000 Penalty: 5168.077148
	Iteration 38Q: 3 clusters Score -5222804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5222805.500000 Penalty: 5168.077148
	Iteration 39Q: 3 clusters Score -5222806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -5222814.000000 Penalty: 5168.077148
	Iteration 40F: 3 clusters Score -5222814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5222816.000000 Penalty: 5168.077148
	Iteration 41Q: 3 clusters Score -5222816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5222812.500000 Penalty: 5168.077148
	Iteration 42Q: 3 clusters Score -5222812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5222816.500000 Penalty: 5168.077148
	Iteration 43Q: 3 clusters Score -5222816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5222816.500000 Penalty: 5168.077148
	Iteration 44F: 3 clusters Score -5222816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (117918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Entering Unmasked Estep 
Score: -18541416.000000 Penalty: 2896.080811
	Iteration 0F: 2 clusters Score -1.854142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -18470200.000000 Penalty: 5792.161621
	Iteration 0F: 3 clusters Score -1.84702e+07 nChanged 56151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -18502388.000000 Penalty: 5792.161621
	Iteration 1F: 3 clusters Score -1.850239e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -18503432.000000 Penalty: 5792.161621
	Iteration 2Q: 3 clusters Score -1.850343e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -18504806.000000 Penalty: 5792.161621
	Iteration 3Q: 3 clusters Score -1.850481e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -18506820.000000 Penalty: 5792.161621
	Iteration 4Q: 3 clusters Score -1.850682e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -18509412.000000 Penalty: 5792.161621
	Iteration 5F: 3 clusters Score -1.850941e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -18512182.000000 Penalty: 5792.161621
	Iteration 6F: 3 clusters Score -1.851218e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -18514530.000000 Penalty: 5792.161621
	Iteration 7F: 3 clusters Score -1.851453e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -18516430.000000 Penalty: 5792.161621
	Iteration 8F: 3 clusters Score -1.851643e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -18517784.000000 Penalty: 5792.161621
	Iteration 9Q: 3 clusters Score -1.851778e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -18518704.000000 Penalty: 5792.161621
	Iteration 10Q: 3 clusters Score -1.85187e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -18519770.000000 Penalty: 5792.161621
	Iteration 11Q: 3 clusters Score -1.851977e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -18520724.000000 Penalty: 5792.161621
	Iteration 12Q: 3 clusters Score -1.852072e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -18522282.000000 Penalty: 5792.161621
	Iteration 13Q: 3 clusters Score -1.852228e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -18524198.000000 Penalty: 5792.161621
	Iteration 14Q: 3 clusters Score -1.85242e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -18525738.000000 Penalty: 5792.161621
	Iteration 15Q: 3 clusters Score -1.852574e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -18526458.000000 Penalty: 5792.161621
	Iteration 16Q: 3 clusters Score -1.852646e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -18526926.000000 Penalty: 5792.161621
	Iteration 17Q: 3 clusters Score -1.852693e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -18527198.000000 Penalty: 5792.161621
	Iteration 18Q: 3 clusters Score -1.85272e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -18527480.000000 Penalty: 5792.161621
	Iteration 19Q: 3 clusters Score -1.852748e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -18527664.000000 Penalty: 5792.161621
	Iteration 20F: 3 clusters Score -1.852766e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -18527906.000000 Penalty: 5792.161621
	Iteration 21Q: 3 clusters Score -1.852791e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -18527940.000000 Penalty: 5792.161621
	Iteration 22Q: 3 clusters Score -1.852794e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -18528160.000000 Penalty: 5792.161621
	Iteration 23Q: 3 clusters Score -1.852816e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -18528274.000000 Penalty: 5792.161621
	Iteration 24Q: 3 clusters Score -1.852827e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -18528338.000000 Penalty: 5792.161621
	Iteration 25Q: 3 clusters Score -1.852834e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -18528454.000000 Penalty: 5792.161621
	Iteration 26Q: 3 clusters Score -1.852845e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -18528576.000000 Penalty: 5792.161621
	Iteration 27Q: 3 clusters Score -1.852858e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -18528646.000000 Penalty: 5792.161621
	Iteration 28Q: 3 clusters Score -1.852865e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -18528784.000000 Penalty: 5792.161621
	Iteration 29Q: 3 clusters Score -1.852878e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -18528866.000000 Penalty: 5792.161621
	Iteration 30Q: 3 clusters Score -1.852887e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -18529048.000000 Penalty: 5792.161621
	Iteration 31Q: 3 clusters Score -1.852905e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -18529244.000000 Penalty: 5792.161621
	Iteration 32Q: 3 clusters Score -1.852924e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -18529388.000000 Penalty: 5792.161621
	Iteration 33Q: 3 clusters Score -1.852939e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -18529628.000000 Penalty: 5792.161621
	Iteration 34Q: 3 clusters Score -1.852963e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -18529768.000000 Penalty: 5792.161621
	Iteration 35Q: 3 clusters Score -1.852977e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -18530018.000000 Penalty: 5792.161621
	Iteration 36Q: 3 clusters Score -1.853002e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -18530444.000000 Penalty: 5792.161621
	Iteration 37Q: 3 clusters Score -1.853044e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -18530760.000000 Penalty: 5792.161621
	Iteration 38Q: 3 clusters Score -1.853076e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -18531016.000000 Penalty: 5792.161621
	Iteration 39Q: 3 clusters Score -1.853102e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -18532098.000000 Penalty: 5792.161621
	Iteration 40F: 3 clusters Score -1.85321e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -18532824.000000 Penalty: 5792.161621
	Iteration 41Q: 3 clusters Score -1.853282e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -18533230.000000 Penalty: 5792.161621
	Iteration 42Q: 3 clusters Score -1.853323e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -18533688.000000 Penalty: 5792.161621
	Iteration 43Q: 3 clusters Score -1.853369e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -18534030.000000 Penalty: 5792.161621
	Iteration 44Q: 3 clusters Score -1.853403e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -18534302.000000 Penalty: 5792.161621
	Iteration 45Q: 3 clusters Score -1.85343e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -18534572.000000 Penalty: 5792.161621
	Iteration 46Q: 3 clusters Score -1.853457e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -18534786.000000 Penalty: 5792.161621
	Iteration 47Q: 3 clusters Score -1.853479e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -18534960.000000 Penalty: 5792.161621
	Iteration 48Q: 3 clusters Score -1.853496e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -18535050.000000 Penalty: 5792.161621
	Iteration 49Q: 3 clusters Score -1.853505e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -18535158.000000 Penalty: 5792.161621
	Iteration 50Q: 3 clusters Score -1.853516e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -18535256.000000 Penalty: 5792.161621
	Iteration 51Q: 3 clusters Score -1.853526e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -18535346.000000 Penalty: 5792.161621
	Iteration 52Q: 3 clusters Score -1.853535e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -18535376.000000 Penalty: 5792.161621
	Iteration 53Q: 3 clusters Score -1.853538e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -18535440.000000 Penalty: 5792.161621
	Iteration 54Q: 3 clusters Score -1.853544e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -18535468.000000 Penalty: 5792.161621
	Iteration 55Q: 3 clusters Score -1.853547e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -18535514.000000 Penalty: 5792.161621
	Iteration 56Q: 3 clusters Score -1.853551e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -18535560.000000 Penalty: 5792.161621
	Iteration 57Q: 3 clusters Score -1.853556e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -18535560.000000 Penalty: 5792.161621
	Iteration 58Q: 3 clusters Score -1.853556e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -18535600.000000 Penalty: 5792.161621
	Iteration 59Q: 3 clusters Score -1.85356e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -18535544.000000 Penalty: 5792.161621
	Iteration 60F: 3 clusters Score -1.853554e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -18535562.000000 Penalty: 5792.161621
	Iteration 61Q: 3 clusters Score -1.853556e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -18535570.000000 Penalty: 5792.161621
	Iteration 62Q: 3 clusters Score -1.853557e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -18535528.000000 Penalty: 5792.161621
	Iteration 63Q: 3 clusters Score -1.853553e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -18535540.000000 Penalty: 5792.161621
	Iteration 64Q: 3 clusters Score -1.853554e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -18535476.000000 Penalty: 5792.161621
	Iteration 65Q: 3 clusters Score -1.853548e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -18535430.000000 Penalty: 5792.161621
	Iteration 66Q: 3 clusters Score -1.853543e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -18535364.000000 Penalty: 5792.161621
	Iteration 67Q: 3 clusters Score -1.853536e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -18535366.000000 Penalty: 5792.161621
	Iteration 68Q: 3 clusters Score -1.853537e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -18535328.000000 Penalty: 5792.161621
	Iteration 69Q: 3 clusters Score -1.853533e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -18535364.000000 Penalty: 5792.161621
	Iteration 70Q: 3 clusters Score -1.853536e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -18535340.000000 Penalty: 5792.161621
	Iteration 71Q: 3 clusters Score -1.853534e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -18535346.000000 Penalty: 5792.161621
	Iteration 72Q: 3 clusters Score -1.853535e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -18535342.000000 Penalty: 5792.161621
	Iteration 73Q: 3 clusters Score -1.853534e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -18535354.000000 Penalty: 5792.161621
	Iteration 74Q: 3 clusters Score -1.853535e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -18535308.000000 Penalty: 5792.161621
	Iteration 75Q: 3 clusters Score -1.853531e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -18535338.000000 Penalty: 5792.161621
	Iteration 76Q: 3 clusters Score -1.853534e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -18535304.000000 Penalty: 5792.161621
	Iteration 77Q: 3 clusters Score -1.85353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -18535304.000000 Penalty: 5792.161621
	Iteration 78Q: 3 clusters Score -1.85353e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -18535322.000000 Penalty: 5792.161621
	Iteration 79Q: 3 clusters Score -1.853532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -18535330.000000 Penalty: 5792.161621
	Iteration 80F: 3 clusters Score -1.853533e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -18535342.000000 Penalty: 5792.161621
	Iteration 81Q: 3 clusters Score -1.853534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -18535402.000000 Penalty: 5792.161621
	Iteration 82Q: 3 clusters Score -1.85354e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -18535356.000000 Penalty: 5792.161621
	Iteration 83Q: 3 clusters Score -1.853536e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -18535350.000000 Penalty: 5792.161621
	Iteration 84Q: 3 clusters Score -1.853535e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -18535374.000000 Penalty: 5792.161621
	Iteration 85Q: 3 clusters Score -1.853537e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -18535382.000000 Penalty: 5792.161621
	Iteration 86Q: 3 clusters Score -1.853538e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -18535366.000000 Penalty: 5792.161621
	Iteration 87Q: 3 clusters Score -1.853537e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -18535372.000000 Penalty: 5792.161621
	Iteration 88Q: 3 clusters Score -1.853537e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -18535386.000000 Penalty: 5792.161621
	Iteration 89Q: 3 clusters Score -1.853539e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -18535408.000000 Penalty: 5792.161621
	Iteration 90Q: 3 clusters Score -1.853541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -18535404.000000 Penalty: 5792.161621
	Iteration 91Q: 3 clusters Score -1.85354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -18535408.000000 Penalty: 5792.161621
	Iteration 92Q: 3 clusters Score -1.853541e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -18535398.000000 Penalty: 5792.161621
	Iteration 93Q: 3 clusters Score -1.85354e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -18535400.000000 Penalty: 5792.161621
	Iteration 94Q: 3 clusters Score -1.85354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -18535420.000000 Penalty: 5792.161621
	Iteration 95Q: 3 clusters Score -1.853542e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -18535416.000000 Penalty: 5792.161621
	Iteration 96Q: 3 clusters Score -1.853542e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -18535458.000000 Penalty: 5792.161621
	Iteration 97Q: 3 clusters Score -1.853546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -18535462.000000 Penalty: 5792.161621
	Iteration 98Q: 3 clusters Score -1.853546e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -18535458.000000 Penalty: 5792.161621
	Iteration 99Q: 3 clusters Score -1.853546e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -18535476.000000 Penalty: 5792.161621
	Iteration 100F: 3 clusters Score -1.853548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -18535492.000000 Penalty: 5792.161621
	Iteration 101Q: 3 clusters Score -1.853549e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -18535498.000000 Penalty: 5792.161621
	Iteration 102Q: 3 clusters Score -1.85355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -18535484.000000 Penalty: 5792.161621
	Iteration 103Q: 3 clusters Score -1.853548e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -18535490.000000 Penalty: 5792.161621
	Iteration 104Q: 3 clusters Score -1.853549e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -18535492.000000 Penalty: 5792.161621
	Iteration 105Q: 3 clusters Score -1.853549e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -18535532.000000 Penalty: 5792.161621
	Iteration 106Q: 3 clusters Score -1.853553e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -18535644.000000 Penalty: 5792.161621
	Iteration 107Q: 3 clusters Score -1.853564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -18535806.000000 Penalty: 5792.161621
	Iteration 108Q: 3 clusters Score -1.853581e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -18535864.000000 Penalty: 5792.161621
	Iteration 109Q: 3 clusters Score -1.853586e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -18535948.000000 Penalty: 5792.161621
	Iteration 110Q: 3 clusters Score -1.853595e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -18536020.000000 Penalty: 5792.161621
	Iteration 111Q: 3 clusters Score -1.853602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -18536100.000000 Penalty: 5792.161621
	Iteration 112Q: 3 clusters Score -1.85361e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -18536174.000000 Penalty: 5792.161621
	Iteration 113Q: 3 clusters Score -1.853617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -18536302.000000 Penalty: 5792.161621
	Iteration 114Q: 3 clusters Score -1.85363e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -18536414.000000 Penalty: 5792.161621
	Iteration 115Q: 3 clusters Score -1.853641e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -18536524.000000 Penalty: 5792.161621
	Iteration 116Q: 3 clusters Score -1.853652e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -18536600.000000 Penalty: 5792.161621
	Iteration 117Q: 3 clusters Score -1.85366e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -18536690.000000 Penalty: 5792.161621
	Iteration 118Q: 3 clusters Score -1.853669e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -18536808.000000 Penalty: 5792.161621
	Iteration 119Q: 3 clusters Score -1.853681e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -18536924.000000 Penalty: 5792.161621
	Iteration 120F: 3 clusters Score -1.853692e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -18536976.000000 Penalty: 5792.161621
	Iteration 121Q: 3 clusters Score -1.853698e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -18537012.000000 Penalty: 5792.161621
	Iteration 122Q: 3 clusters Score -1.853701e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -18537068.000000 Penalty: 5792.161621
	Iteration 123Q: 3 clusters Score -1.853707e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -18537148.000000 Penalty: 5792.161621
	Iteration 124Q: 3 clusters Score -1.853715e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -18537206.000000 Penalty: 5792.161621
	Iteration 125Q: 3 clusters Score -1.853721e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -18537292.000000 Penalty: 5792.161621
	Iteration 126Q: 3 clusters Score -1.853729e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -18537340.000000 Penalty: 5792.161621
	Iteration 127Q: 3 clusters Score -1.853734e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -18537436.000000 Penalty: 5792.161621
	Iteration 128Q: 3 clusters Score -1.853744e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -18537470.000000 Penalty: 5792.161621
	Iteration 129Q: 3 clusters Score -1.853747e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -18537538.000000 Penalty: 5792.161621
	Iteration 130Q: 3 clusters Score -1.853754e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -18537644.000000 Penalty: 5792.161621
	Iteration 131Q: 3 clusters Score -1.853764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -18537698.000000 Penalty: 5792.161621
	Iteration 132Q: 3 clusters Score -1.85377e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -18537796.000000 Penalty: 5792.161621
	Iteration 133Q: 3 clusters Score -1.85378e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -18537840.000000 Penalty: 5792.161621
	Iteration 134Q: 3 clusters Score -1.853784e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -18537900.000000 Penalty: 5792.161621
	Iteration 135Q: 3 clusters Score -1.85379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -18537948.000000 Penalty: 5792.161621
	Iteration 136Q: 3 clusters Score -1.853795e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -18538004.000000 Penalty: 5792.161621
	Iteration 137Q: 3 clusters Score -1.8538e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -18538060.000000 Penalty: 5792.161621
	Iteration 138Q: 3 clusters Score -1.853806e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -18538096.000000 Penalty: 5792.161621
	Iteration 139Q: 3 clusters Score -1.85381e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -18538128.000000 Penalty: 5792.161621
	Iteration 140F: 3 clusters Score -1.853813e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -18538182.000000 Penalty: 5792.161621
	Iteration 141Q: 3 clusters Score -1.853818e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -18538230.000000 Penalty: 5792.161621
	Iteration 142Q: 3 clusters Score -1.853823e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -18538306.000000 Penalty: 5792.161621
	Iteration 143Q: 3 clusters Score -1.853831e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -18538366.000000 Penalty: 5792.161621
	Iteration 144Q: 3 clusters Score -1.853837e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -18538418.000000 Penalty: 5792.161621
	Iteration 145Q: 3 clusters Score -1.853842e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -18538522.000000 Penalty: 5792.161621
	Iteration 146Q: 3 clusters Score -1.853852e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -18538628.000000 Penalty: 5792.161621
	Iteration 147Q: 3 clusters Score -1.853863e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -18538646.000000 Penalty: 5792.161621
	Iteration 148Q: 3 clusters Score -1.853865e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -18538696.000000 Penalty: 5792.161621
	Iteration 149Q: 3 clusters Score -1.85387e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -18538808.000000 Penalty: 5792.161621
	Iteration 150Q: 3 clusters Score -1.853881e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -18538846.000000 Penalty: 5792.161621
	Iteration 151Q: 3 clusters Score -1.853885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -18538864.000000 Penalty: 5792.161621
	Iteration 152Q: 3 clusters Score -1.853886e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -18538872.000000 Penalty: 5792.161621
	Iteration 153Q: 3 clusters Score -1.853887e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -18538920.000000 Penalty: 5792.161621
	Iteration 154Q: 3 clusters Score -1.853892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -18538916.000000 Penalty: 5792.161621
	Iteration 155Q: 3 clusters Score -1.853892e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -18538918.000000 Penalty: 5792.161621
	Iteration 156Q: 3 clusters Score -1.853892e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -18538938.000000 Penalty: 5792.161621
	Iteration 157Q: 3 clusters Score -1.853894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -18538938.000000 Penalty: 5792.161621
	Iteration 158Q: 3 clusters Score -1.853894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -18538974.000000 Penalty: 5792.161621
	Iteration 159Q: 3 clusters Score -1.853897e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -18539004.000000 Penalty: 5792.161621
	Iteration 160F: 3 clusters Score -1.8539e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -18539042.000000 Penalty: 5792.161621
	Iteration 161Q: 3 clusters Score -1.853904e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -18539080.000000 Penalty: 5792.161621
	Iteration 162Q: 3 clusters Score -1.853908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -18539094.000000 Penalty: 5792.161621
	Iteration 163Q: 3 clusters Score -1.853909e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -18539130.000000 Penalty: 5792.161621
	Iteration 164Q: 3 clusters Score -1.853913e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -18539158.000000 Penalty: 5792.161621
	Iteration 165Q: 3 clusters Score -1.853916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -18539146.000000 Penalty: 5792.161621
	Iteration 166Q: 3 clusters Score -1.853915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -18539182.000000 Penalty: 5792.161621
	Iteration 167Q: 3 clusters Score -1.853918e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -18539166.000000 Penalty: 5792.161621
	Iteration 168Q: 3 clusters Score -1.853917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -18539172.000000 Penalty: 5792.161621
	Iteration 169Q: 3 clusters Score -1.853917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -18539190.000000 Penalty: 5792.161621
	Iteration 170Q: 3 clusters Score -1.853919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -18539224.000000 Penalty: 5792.161621
	Iteration 171Q: 3 clusters Score -1.853922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -18539204.000000 Penalty: 5792.161621
	Iteration 172Q: 3 clusters Score -1.85392e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -18539228.000000 Penalty: 5792.161621
	Iteration 173Q: 3 clusters Score -1.853923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -18539232.000000 Penalty: 5792.161621
	Iteration 174Q: 3 clusters Score -1.853923e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -18539228.000000 Penalty: 5792.161621
	Iteration 175Q: 3 clusters Score -1.853923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -18539264.000000 Penalty: 5792.161621
	Iteration 176Q: 3 clusters Score -1.853926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -18539264.000000 Penalty: 5792.161621
	Iteration 177Q: 3 clusters Score -1.853926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -18539286.000000 Penalty: 5792.161621
	Iteration 178Q: 3 clusters Score -1.853929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -18539310.000000 Penalty: 5792.161621
	Iteration 179Q: 3 clusters Score -1.853931e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -18539322.000000 Penalty: 5792.161621
	Iteration 180F: 3 clusters Score -1.853932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -18539334.000000 Penalty: 5792.161621
	Iteration 181Q: 3 clusters Score -1.853933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -18539354.000000 Penalty: 5792.161621
	Iteration 182Q: 3 clusters Score -1.853935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -18539364.000000 Penalty: 5792.161621
	Iteration 183Q: 3 clusters Score -1.853936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -18539380.000000 Penalty: 5792.161621
	Iteration 184Q: 3 clusters Score -1.853938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -18539386.000000 Penalty: 5792.161621
	Iteration 185Q: 3 clusters Score -1.853939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -18539414.000000 Penalty: 5792.161621
	Iteration 186Q: 3 clusters Score -1.853941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107938 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -18539406.000000 Penalty: 5792.161621
	Iteration 187Q: 3 clusters Score -1.853941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -18539410.000000 Penalty: 5792.161621
	Iteration 188Q: 3 clusters Score -1.853941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -18539438.000000 Penalty: 5792.161621
	Iteration 189Q: 3 clusters Score -1.853944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -18539436.000000 Penalty: 5792.161621
	Iteration 190Q: 3 clusters Score -1.853944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -18539442.000000 Penalty: 5792.161621
	Iteration 191Q: 3 clusters Score -1.853944e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -18539448.000000 Penalty: 5792.161621
	Iteration 192Q: 3 clusters Score -1.853945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -18539458.000000 Penalty: 5792.161621
	Iteration 193Q: 3 clusters Score -1.853946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -18539446.000000 Penalty: 5792.161621
	Iteration 194Q: 3 clusters Score -1.853945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -18539460.000000 Penalty: 5792.161621
	Iteration 195Q: 3 clusters Score -1.853946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -18539496.000000 Penalty: 5792.161621
	Iteration 196Q: 3 clusters Score -1.85395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -18539486.000000 Penalty: 5792.161621
	Iteration 197Q: 3 clusters Score -1.853949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -18539492.000000 Penalty: 5792.161621
	Iteration 198Q: 3 clusters Score -1.853949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -18539474.000000 Penalty: 5792.161621
	Iteration 199Q: 3 clusters Score -1.853947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -18539508.000000 Penalty: 5792.161621
	Iteration 200F: 3 clusters Score -1.853951e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -18539516.000000 Penalty: 5792.161621
	Iteration 201Q: 3 clusters Score -1.853952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -18539534.000000 Penalty: 5792.161621
	Iteration 202Q: 3 clusters Score -1.853953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -18539532.000000 Penalty: 5792.161621
	Iteration 203Q: 3 clusters Score -1.853953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108555 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -18539540.000000 Penalty: 5792.161621
	Iteration 204Q: 3 clusters Score -1.853954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -18539548.000000 Penalty: 5792.161621
	Iteration 205Q: 3 clusters Score -1.853955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -18539552.000000 Penalty: 5792.161621
	Iteration 206Q: 3 clusters Score -1.853955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -18539572.000000 Penalty: 5792.161621
	Iteration 207Q: 3 clusters Score -1.853957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -18539586.000000 Penalty: 5792.161621
	Iteration 208Q: 3 clusters Score -1.853959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108694 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -18539588.000000 Penalty: 5792.161621
	Iteration 209Q: 3 clusters Score -1.853959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108723 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -18539614.000000 Penalty: 5792.161621
	Iteration 210Q: 3 clusters Score -1.853961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -18539606.000000 Penalty: 5792.161621
	Iteration 211Q: 3 clusters Score -1.853961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -18539610.000000 Penalty: 5792.161621
	Iteration 212Q: 3 clusters Score -1.853961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -18539606.000000 Penalty: 5792.161621
	Iteration 213Q: 3 clusters Score -1.853961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -18539598.000000 Penalty: 5792.161621
	Iteration 214Q: 3 clusters Score -1.85396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -18539622.000000 Penalty: 5792.161621
	Iteration 215Q: 3 clusters Score -1.853962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108875 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -18539634.000000 Penalty: 5792.161621
	Iteration 216Q: 3 clusters Score -1.853963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -18539640.000000 Penalty: 5792.161621
	Iteration 217Q: 3 clusters Score -1.853964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -18539644.000000 Penalty: 5792.161621
	Iteration 218Q: 3 clusters Score -1.853964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -18539658.000000 Penalty: 5792.161621
	Iteration 219Q: 3 clusters Score -1.853966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -18539658.000000 Penalty: 5792.161621
	Iteration 220F: 3 clusters Score -1.853966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -18539662.000000 Penalty: 5792.161621
	Iteration 221Q: 3 clusters Score -1.853966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -18539676.000000 Penalty: 5792.161621
	Iteration 222Q: 3 clusters Score -1.853968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -18539682.000000 Penalty: 5792.161621
	Iteration 223Q: 3 clusters Score -1.853968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -18539690.000000 Penalty: 5792.161621
	Iteration 224Q: 3 clusters Score -1.853969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -18539698.000000 Penalty: 5792.161621
	Iteration 225Q: 3 clusters Score -1.85397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -18539708.000000 Penalty: 5792.161621
	Iteration 226Q: 3 clusters Score -1.853971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -18539692.000000 Penalty: 5792.161621
	Iteration 227Q: 3 clusters Score -1.853969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -18539706.000000 Penalty: 5792.161621
	Iteration 228Q: 3 clusters Score -1.853971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -18539722.000000 Penalty: 5792.161621
	Iteration 229Q: 3 clusters Score -1.853972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -18539708.000000 Penalty: 5792.161621
	Iteration 230Q: 3 clusters Score -1.853971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -18539696.000000 Penalty: 5792.161621
	Iteration 231Q: 3 clusters Score -1.85397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -18539682.000000 Penalty: 5792.161621
	Iteration 232Q: 3 clusters Score -1.853968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -18539682.000000 Penalty: 5792.161621
	Iteration 233Q: 3 clusters Score -1.853968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -18539686.000000 Penalty: 5792.161621
	Iteration 234Q: 3 clusters Score -1.853969e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -18539710.000000 Penalty: 5792.161621
	Iteration 235Q: 3 clusters Score -1.853971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -18539718.000000 Penalty: 5792.161621
	Iteration 236Q: 3 clusters Score -1.853972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109372 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -18539716.000000 Penalty: 5792.161621
	Iteration 237Q: 3 clusters Score -1.853972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -18539746.000000 Penalty: 5792.161621
	Iteration 238Q: 3 clusters Score -1.853975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109417 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -18539754.000000 Penalty: 5792.161621
	Iteration 239Q: 3 clusters Score -1.853975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -18539764.000000 Penalty: 5792.161621
	Iteration 240F: 3 clusters Score -1.853976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -18539758.000000 Penalty: 5792.161621
	Iteration 241Q: 3 clusters Score -1.853976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -18539762.000000 Penalty: 5792.161621
	Iteration 242Q: 3 clusters Score -1.853976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -18539760.000000 Penalty: 5792.161621
	Iteration 243Q: 3 clusters Score -1.853976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -18539792.000000 Penalty: 5792.161621
	Iteration 244Q: 3 clusters Score -1.853979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -18539786.000000 Penalty: 5792.161621
	Iteration 245Q: 3 clusters Score -1.853979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -18539778.000000 Penalty: 5792.161621
	Iteration 246Q: 3 clusters Score -1.853978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -18539792.000000 Penalty: 5792.161621
	Iteration 247Q: 3 clusters Score -1.853979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -18539788.000000 Penalty: 5792.161621
	Iteration 248Q: 3 clusters Score -1.853979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -18539784.000000 Penalty: 5792.161621
	Iteration 249Q: 3 clusters Score -1.853978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -18539800.000000 Penalty: 5792.161621
	Iteration 250Q: 3 clusters Score -1.85398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -18539832.000000 Penalty: 5792.161621
	Iteration 251Q: 3 clusters Score -1.853983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -18539814.000000 Penalty: 5792.161621
	Iteration 252Q: 3 clusters Score -1.853981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -18539826.000000 Penalty: 5792.161621
	Iteration 253Q: 3 clusters Score -1.853983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -18539866.000000 Penalty: 5792.161621
	Iteration 254Q: 3 clusters Score -1.853987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -18539854.000000 Penalty: 5792.161621
	Iteration 255Q: 3 clusters Score -1.853985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -18539868.000000 Penalty: 5792.161621
	Iteration 256Q: 3 clusters Score -1.853987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -18539886.000000 Penalty: 5792.161621
	Iteration 257Q: 3 clusters Score -1.853989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -18539874.000000 Penalty: 5792.161621
	Iteration 258Q: 3 clusters Score -1.853987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -18539892.000000 Penalty: 5792.161621
	Iteration 259Q: 3 clusters Score -1.853989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -18539890.000000 Penalty: 5792.161621
	Iteration 260F: 3 clusters Score -1.853989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -18539900.000000 Penalty: 5792.161621
	Iteration 261Q: 3 clusters Score -1.85399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -18539894.000000 Penalty: 5792.161621
	Iteration 262Q: 3 clusters Score -1.853989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -18539890.000000 Penalty: 5792.161621
	Iteration 263Q: 3 clusters Score -1.853989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -18539910.000000 Penalty: 5792.161621
	Iteration 264Q: 3 clusters Score -1.853991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -18539906.000000 Penalty: 5792.161621
	Iteration 265Q: 3 clusters Score -1.853991e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -18539880.000000 Penalty: 5792.161621
	Iteration 266Q: 3 clusters Score -1.853988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -18539888.000000 Penalty: 5792.161621
	Iteration 267Q: 3 clusters Score -1.853989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -18539892.000000 Penalty: 5792.161621
	Iteration 268Q: 3 clusters Score -1.853989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -18539902.000000 Penalty: 5792.161621
	Iteration 269Q: 3 clusters Score -1.85399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -18539914.000000 Penalty: 5792.161621
	Iteration 270Q: 3 clusters Score -1.853991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -18539952.000000 Penalty: 5792.161621
	Iteration 271Q: 3 clusters Score -1.853995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -18539954.000000 Penalty: 5792.161621
	Iteration 272Q: 3 clusters Score -1.853995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -18539948.000000 Penalty: 5792.161621
	Iteration 273Q: 3 clusters Score -1.853995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -18539956.000000 Penalty: 5792.161621
	Iteration 274Q: 3 clusters Score -1.853996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -18539960.000000 Penalty: 5792.161621
	Iteration 275Q: 3 clusters Score -1.853996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -18539944.000000 Penalty: 5792.161621
	Iteration 276Q: 3 clusters Score -1.853994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -18539944.000000 Penalty: 5792.161621
	Iteration 277Q: 3 clusters Score -1.853994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -18539928.000000 Penalty: 5792.161621
	Iteration 278Q: 3 clusters Score -1.853993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -18539946.000000 Penalty: 5792.161621
	Iteration 279Q: 3 clusters Score -1.853995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -18539920.000000 Penalty: 5792.161621
	Iteration 280F: 3 clusters Score -1.853992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -18539928.000000 Penalty: 5792.161621
	Iteration 281Q: 3 clusters Score -1.853993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110287 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -18539932.000000 Penalty: 5792.161621
	Iteration 282Q: 3 clusters Score -1.853993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -18539938.000000 Penalty: 5792.161621
	Iteration 283Q: 3 clusters Score -1.853994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -18539948.000000 Penalty: 5792.161621
	Iteration 284Q: 3 clusters Score -1.853995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -18539932.000000 Penalty: 5792.161621
	Iteration 285Q: 3 clusters Score -1.853993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -18539940.000000 Penalty: 5792.161621
	Iteration 286Q: 3 clusters Score -1.853994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -18539936.000000 Penalty: 5792.161621
	Iteration 287Q: 3 clusters Score -1.853994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -18539930.000000 Penalty: 5792.161621
	Iteration 288Q: 3 clusters Score -1.853993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -18539950.000000 Penalty: 5792.161621
	Iteration 289Q: 3 clusters Score -1.853995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -18539940.000000 Penalty: 5792.161621
	Iteration 290Q: 3 clusters Score -1.853994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -18539936.000000 Penalty: 5792.161621
	Iteration 291Q: 3 clusters Score -1.853994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -18539910.000000 Penalty: 5792.161621
	Iteration 292Q: 3 clusters Score -1.853991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -18539908.000000 Penalty: 5792.161621
	Iteration 293Q: 3 clusters Score -1.853991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -18539926.000000 Penalty: 5792.161621
	Iteration 294Q: 3 clusters Score -1.853993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110471 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -18539906.000000 Penalty: 5792.161621
	Iteration 295Q: 3 clusters Score -1.853991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -18539924.000000 Penalty: 5792.161621
	Iteration 296Q: 3 clusters Score -1.853992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -18539902.000000 Penalty: 5792.161621
	Iteration 297Q: 3 clusters Score -1.85399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -18539904.000000 Penalty: 5792.161621
	Iteration 298Q: 3 clusters Score -1.85399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -18539926.000000 Penalty: 5792.161621
	Iteration 299Q: 3 clusters Score -1.853993e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -18539980.000000 Penalty: 5792.161621
	Iteration 300F: 3 clusters Score -1.853998e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -18539978.000000 Penalty: 5792.161621
	Iteration 301Q: 3 clusters Score -1.853998e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -18540018.000000 Penalty: 5792.161621
	Iteration 302Q: 3 clusters Score -1.854002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -18540022.000000 Penalty: 5792.161621
	Iteration 303Q: 3 clusters Score -1.854002e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -18540022.000000 Penalty: 5792.161621
	Iteration 304Q: 3 clusters Score -1.854002e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111111 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -18540052.000000 Penalty: 5792.161621
	Iteration 305Q: 3 clusters Score -1.854005e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -18540084.000000 Penalty: 5792.161621
	Iteration 306Q: 3 clusters Score -1.854008e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -18540126.000000 Penalty: 5792.161621
	Iteration 307Q: 3 clusters Score -1.854013e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -18540118.000000 Penalty: 5792.161621
	Iteration 308Q: 3 clusters Score -1.854012e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111562 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -18540132.000000 Penalty: 5792.161621
	Iteration 309Q: 3 clusters Score -1.854013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111684 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -18540102.000000 Penalty: 5792.161621
	Iteration 310Q: 3 clusters Score -1.85401e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -18540096.000000 Penalty: 5792.161621
	Iteration 311Q: 3 clusters Score -1.85401e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -18540088.000000 Penalty: 5792.161621
	Iteration 312Q: 3 clusters Score -1.854009e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -18540166.000000 Penalty: 5792.161621
	Iteration 313Q: 3 clusters Score -1.854017e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112262 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -18540222.000000 Penalty: 5792.161621
	Iteration 314Q: 3 clusters Score -1.854022e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -18540266.000000 Penalty: 5792.161621
	Iteration 315Q: 3 clusters Score -1.854027e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -18540296.000000 Penalty: 5792.161621
	Iteration 316Q: 3 clusters Score -1.85403e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -18540268.000000 Penalty: 5792.161621
	Iteration 317Q: 3 clusters Score -1.854027e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112854 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -18540266.000000 Penalty: 5792.161621
	Iteration 318Q: 3 clusters Score -1.854027e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18540258.000000 Penalty: 5792.161621
	Iteration 319Q: 3 clusters Score -1.854026e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113138 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -18540280.000000 Penalty: 5792.161621
	Iteration 320F: 3 clusters Score -1.854028e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -18540286.000000 Penalty: 5792.161621
	Iteration 321Q: 3 clusters Score -1.854029e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -18540292.000000 Penalty: 5792.161621
	Iteration 322Q: 3 clusters Score -1.854029e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -18540312.000000 Penalty: 5792.161621
	Iteration 323Q: 3 clusters Score -1.854031e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -18540344.000000 Penalty: 5792.161621
	Iteration 324Q: 3 clusters Score -1.854034e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -18540374.000000 Penalty: 5792.161621
	Iteration 325Q: 3 clusters Score -1.854037e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -18540418.000000 Penalty: 5792.161621
	Iteration 326Q: 3 clusters Score -1.854042e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -18540422.000000 Penalty: 5792.161621
	Iteration 327Q: 3 clusters Score -1.854042e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -18540444.000000 Penalty: 5792.161621
	Iteration 328Q: 3 clusters Score -1.854044e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -18540434.000000 Penalty: 5792.161621
	Iteration 329Q: 3 clusters Score -1.854043e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -18540352.000000 Penalty: 5792.161621
	Iteration 330Q: 3 clusters Score -1.854035e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18540354.000000 Penalty: 5792.161621
	Iteration 331Q: 3 clusters Score -1.854035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -18540330.000000 Penalty: 5792.161621
	Iteration 332Q: 3 clusters Score -1.854033e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -18540338.000000 Penalty: 5792.161621
	Iteration 333Q: 3 clusters Score -1.854034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114597 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -18540362.000000 Penalty: 5792.161621
	Iteration 334Q: 3 clusters Score -1.854036e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -18540360.000000 Penalty: 5792.161621
	Iteration 335Q: 3 clusters Score -1.854036e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18540384.000000 Penalty: 5792.161621
	Iteration 336Q: 3 clusters Score -1.854038e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -18540376.000000 Penalty: 5792.161621
	Iteration 337Q: 3 clusters Score -1.854038e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18540380.000000 Penalty: 5792.161621
	Iteration 338Q: 3 clusters Score -1.854038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -18540354.000000 Penalty: 5792.161621
	Iteration 339Q: 3 clusters Score -1.854035e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -18540384.000000 Penalty: 5792.161621
	Iteration 340F: 3 clusters Score -1.854038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -18540408.000000 Penalty: 5792.161621
	Iteration 341Q: 3 clusters Score -1.854041e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18540444.000000 Penalty: 5792.161621
	Iteration 342Q: 3 clusters Score -1.854044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -18540438.000000 Penalty: 5792.161621
	Iteration 343Q: 3 clusters Score -1.854044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18540434.000000 Penalty: 5792.161621
	Iteration 344Q: 3 clusters Score -1.854043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -18540456.000000 Penalty: 5792.161621
	Iteration 345Q: 3 clusters Score -1.854046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18540448.000000 Penalty: 5792.161621
	Iteration 346Q: 3 clusters Score -1.854045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18540482.000000 Penalty: 5792.161621
	Iteration 347Q: 3 clusters Score -1.854048e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -18540462.000000 Penalty: 5792.161621
	Iteration 348Q: 3 clusters Score -1.854046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -18540482.000000 Penalty: 5792.161621
	Iteration 349Q: 3 clusters Score -1.854048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18540486.000000 Penalty: 5792.161621
	Iteration 350Q: 3 clusters Score -1.854049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -18540488.000000 Penalty: 5792.161621
	Iteration 351Q: 3 clusters Score -1.854049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115457 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -18540480.000000 Penalty: 5792.161621
	Iteration 352Q: 3 clusters Score -1.854048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -18540496.000000 Penalty: 5792.161621
	Iteration 353Q: 3 clusters Score -1.85405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -18540504.000000 Penalty: 5792.161621
	Iteration 354Q: 3 clusters Score -1.85405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18540522.000000 Penalty: 5792.161621
	Iteration 355Q: 3 clusters Score -1.854052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -18540526.000000 Penalty: 5792.161621
	Iteration 356Q: 3 clusters Score -1.854053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18540510.000000 Penalty: 5792.161621
	Iteration 357Q: 3 clusters Score -1.854051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -18540502.000000 Penalty: 5792.161621
	Iteration 358Q: 3 clusters Score -1.85405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -18540502.000000 Penalty: 5792.161621
	Iteration 359Q: 3 clusters Score -1.85405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18540486.000000 Penalty: 5792.161621
	Iteration 360F: 3 clusters Score -1.854049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18540494.000000 Penalty: 5792.161621
	Iteration 361Q: 3 clusters Score -1.854049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -18540506.000000 Penalty: 5792.161621
	Iteration 362Q: 3 clusters Score -1.854051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18540500.000000 Penalty: 5792.161621
	Iteration 363Q: 3 clusters Score -1.85405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18540510.000000 Penalty: 5792.161621
	Iteration 364Q: 3 clusters Score -1.854051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -18540512.000000 Penalty: 5792.161621
	Iteration 365Q: 3 clusters Score -1.854051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18540494.000000 Penalty: 5792.161621
	Iteration 366Q: 3 clusters Score -1.854049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -18540496.000000 Penalty: 5792.161621
	Iteration 367Q: 3 clusters Score -1.85405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -18540492.000000 Penalty: 5792.161621
	Iteration 368Q: 3 clusters Score -1.854049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115610 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -18540488.000000 Penalty: 5792.161621
	Iteration 369Q: 3 clusters Score -1.854049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -18540492.000000 Penalty: 5792.161621
	Iteration 370Q: 3 clusters Score -1.854049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18540502.000000 Penalty: 5792.161621
	Iteration 371Q: 3 clusters Score -1.85405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18540496.000000 Penalty: 5792.161621
	Iteration 372Q: 3 clusters Score -1.85405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -18540500.000000 Penalty: 5792.161621
	Iteration 373Q: 3 clusters Score -1.85405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18540500.000000 Penalty: 5792.161621
	Iteration 374Q: 3 clusters Score -1.85405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -18540506.000000 Penalty: 5792.161621
	Iteration 375Q: 3 clusters Score -1.854051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18540498.000000 Penalty: 5792.161621
	Iteration 376Q: 3 clusters Score -1.85405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18540496.000000 Penalty: 5792.161621
	Iteration 377Q: 3 clusters Score -1.85405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18540492.000000 Penalty: 5792.161621
	Iteration 378Q: 3 clusters Score -1.854049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18540488.000000 Penalty: 5792.161621
	Iteration 379Q: 3 clusters Score -1.854049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115644 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18540488.000000 Penalty: 5792.161621
	Iteration 380F: 3 clusters Score -1.854049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1402933.625000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1402934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1395518.250000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1395518 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1397815.875000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1397816 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1398318.750000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1398319 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1398753.500000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1398754 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1399107.500000 Penalty: 4551.735840
	Iteration 4F: 3 clusters Score -1399108 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1399406.375000 Penalty: 4551.735840
	Iteration 5F: 3 clusters Score -1399406 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1399658.250000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1399658 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1399907.500000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1399908 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1400133.625000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1400134 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1400296.625000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1400297 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1400444.250000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1400444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1400575.000000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1400575 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1400689.875000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1400690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1400783.500000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1400784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1400864.125000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1400864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1400940.625000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1400941 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1401021.500000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1401022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1401105.750000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1401106 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1401179.875000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1401180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1401238.000000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1401238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1401282.375000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1401282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1401325.500000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1401326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1401358.875000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1401359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1401402.125000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1401402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1401432.750000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1401433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1401456.000000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1401456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1401475.500000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1401476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1401486.250000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1401486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1401498.250000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1401498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1401508.500000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1401508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1401513.875000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1401514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1401521.000000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1401521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1401528.750000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1401529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1401533.750000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1401534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1401542.125000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1401542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1401543.375000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1401543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1401542.125000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1401542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1401547.000000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1401547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1401545.500000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1401546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1401546.625000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1401547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1401546.250000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1401546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Entering Unmasked Estep 
Score: -16934646.000000 Penalty: 2873.088135
	Iteration 0F: 2 clusters Score -1.693465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -16868248.000000 Penalty: 5746.176270
	Iteration 0F: 3 clusters Score -1.686825e+07 nChanged 51061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -16897728.000000 Penalty: 5746.176270
	Iteration 1F: 3 clusters Score -1.689773e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -16899436.000000 Penalty: 5746.176270
	Iteration 2Q: 3 clusters Score -1.689944e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -16901952.000000 Penalty: 5746.176270
	Iteration 3F: 3 clusters Score -1.690195e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -16905546.000000 Penalty: 5746.176270
	Iteration 4F: 3 clusters Score -1.690555e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -16909760.000000 Penalty: 5746.176270
	Iteration 5F: 3 clusters Score -1.690976e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -16913564.000000 Penalty: 5746.176270
	Iteration 6F: 3 clusters Score -1.691356e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -16916218.000000 Penalty: 5746.176270
	Iteration 7F: 3 clusters Score -1.691622e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -16917828.000000 Penalty: 5746.176270
	Iteration 8Q: 3 clusters Score -1.691783e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -16918730.000000 Penalty: 5746.176270
	Iteration 9Q: 3 clusters Score -1.691873e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -16919258.000000 Penalty: 5746.176270
	Iteration 10Q: 3 clusters Score -1.691926e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -16919664.000000 Penalty: 5746.176270
	Iteration 11Q: 3 clusters Score -1.691966e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -16920082.000000 Penalty: 5746.176270
	Iteration 12Q: 3 clusters Score -1.692008e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -16920516.000000 Penalty: 5746.176270
	Iteration 13Q: 3 clusters Score -1.692052e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -16921056.000000 Penalty: 5746.176270
	Iteration 14Q: 3 clusters Score -1.692106e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -16921760.000000 Penalty: 5746.176270
	Iteration 15Q: 3 clusters Score -1.692176e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -16922720.000000 Penalty: 5746.176270
	Iteration 16Q: 3 clusters Score -1.692272e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 93647 members 
Entering Unmasked Estep 
Score: -16923958.000000 Penalty: 5746.176270
	Iteration 17Q: 3 clusters Score -1.692396e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -16925402.000000 Penalty: 5746.176270
	Iteration 18Q: 3 clusters Score -1.69254e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -16927146.000000 Penalty: 5746.176270
	Iteration 19Q: 3 clusters Score -1.692715e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -16928778.000000 Penalty: 5746.176270
	Iteration 20F: 3 clusters Score -1.692878e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 103500 members 
Entering Unmasked Estep 
Score: -16929886.000000 Penalty: 5746.176270
	Iteration 21Q: 3 clusters Score -1.692989e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -16930656.000000 Penalty: 5746.176270
	Iteration 22Q: 3 clusters Score -1.693066e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -16931212.000000 Penalty: 5746.176270
	Iteration 23Q: 3 clusters Score -1.693121e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -16931556.000000 Penalty: 5746.176270
	Iteration 24Q: 3 clusters Score -1.693156e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -16931772.000000 Penalty: 5746.176270
	Iteration 25Q: 3 clusters Score -1.693177e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -16931954.000000 Penalty: 5746.176270
	Iteration 26Q: 3 clusters Score -1.693195e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -16932010.000000 Penalty: 5746.176270
	Iteration 27Q: 3 clusters Score -1.693201e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -16932084.000000 Penalty: 5746.176270
	Iteration 28Q: 3 clusters Score -1.693208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -16932092.000000 Penalty: 5746.176270
	Iteration 29Q: 3 clusters Score -1.693209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -16932132.000000 Penalty: 5746.176270
	Iteration 30Q: 3 clusters Score -1.693213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -16932174.000000 Penalty: 5746.176270
	Iteration 31Q: 3 clusters Score -1.693217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -16932192.000000 Penalty: 5746.176270
	Iteration 32Q: 3 clusters Score -1.693219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -16932210.000000 Penalty: 5746.176270
	Iteration 33Q: 3 clusters Score -1.693221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -16932226.000000 Penalty: 5746.176270
	Iteration 34Q: 3 clusters Score -1.693223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -16932226.000000 Penalty: 5746.176270
	Iteration 35Q: 3 clusters Score -1.693223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -16932224.000000 Penalty: 5746.176270
	Iteration 36Q: 3 clusters Score -1.693222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -16932256.000000 Penalty: 5746.176270
	Iteration 37Q: 3 clusters Score -1.693226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -16932250.000000 Penalty: 5746.176270
	Iteration 38Q: 3 clusters Score -1.693225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -16932234.000000 Penalty: 5746.176270
	Iteration 39Q: 3 clusters Score -1.693223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -16932240.000000 Penalty: 5746.176270
	Iteration 40F: 3 clusters Score -1.693224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -16932240.000000 Penalty: 5746.176270
	Iteration 41Q: 3 clusters Score -1.693224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -16932220.000000 Penalty: 5746.176270
	Iteration 42Q: 3 clusters Score -1.693222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -16932228.000000 Penalty: 5746.176270
	Iteration 43Q: 3 clusters Score -1.693223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -16932250.000000 Penalty: 5746.176270
	Iteration 44Q: 3 clusters Score -1.693225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
Score: -16932242.000000 Penalty: 5746.176270
	Iteration 45Q: 3 clusters Score -1.693224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -16932258.000000 Penalty: 5746.176270
	Iteration 46Q: 3 clusters Score -1.693226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -16932256.000000 Penalty: 5746.176270
	Iteration 47Q: 3 clusters Score -1.693226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -16932256.000000 Penalty: 5746.176270
	Iteration 48F: 3 clusters Score -1.693226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -1500215.500000 Penalty: 2287.783447
	Iteration 0F: 2 clusters Score -1500216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1492550.500000 Penalty: 4575.566895
	Iteration 0F: 3 clusters Score -1492550 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1495019.500000 Penalty: 4575.566895
	Iteration 1F: 3 clusters Score -1495020 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1495526.250000 Penalty: 4575.566895
	Iteration 2F: 3 clusters Score -1495526 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1496015.625000 Penalty: 4575.566895
	Iteration 3F: 3 clusters Score -1496016 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1496573.125000 Penalty: 4575.566895
	Iteration 4F: 3 clusters Score -1496573 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1497184.625000 Penalty: 4575.566895
	Iteration 5F: 3 clusters Score -1497185 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1497849.875000 Penalty: 4575.566895
	Iteration 6F: 3 clusters Score -1497850 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1498495.000000 Penalty: 4575.566895
	Iteration 7F: 3 clusters Score -1498495 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1498933.625000 Penalty: 4575.566895
	Iteration 8Q: 3 clusters Score -1498934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1499183.750000 Penalty: 4575.566895
	Iteration 9Q: 3 clusters Score -1499184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1499313.125000 Penalty: 4575.566895
	Iteration 10Q: 3 clusters Score -1499313 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1499370.000000 Penalty: 4575.566895
	Iteration 11Q: 3 clusters Score -1499370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1499392.500000 Penalty: 4575.566895
	Iteration 12Q: 3 clusters Score -1499392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1499416.875000 Penalty: 4575.566895
	Iteration 13Q: 3 clusters Score -1499417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1499420.375000 Penalty: 4575.566895
	Iteration 14Q: 3 clusters Score -1499420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1499422.500000 Penalty: 4575.566895
	Iteration 15Q: 3 clusters Score -1499422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1499427.625000 Penalty: 4575.566895
	Iteration 16Q: 3 clusters Score -1499428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1499431.375000 Penalty: 4575.566895
	Iteration 17Q: 3 clusters Score -1499431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1499435.750000 Penalty: 4575.566895
	Iteration 18Q: 3 clusters Score -1499436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1499435.750000 Penalty: 4575.566895
	Iteration 19Q: 3 clusters Score -1499436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1499436.625000 Penalty: 4575.566895
	Iteration 20F: 3 clusters Score -1499437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1499441.500000 Penalty: 4575.566895
	Iteration 21Q: 3 clusters Score -1499442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1499441.500000 Penalty: 4575.566895
	Iteration 22Q: 3 clusters Score -1499442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1499440.250000 Penalty: 4575.566895
	Iteration 23Q: 3 clusters Score -1499440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1499440.625000 Penalty: 4575.566895
	Iteration 24Q: 3 clusters Score -1499441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1499442.000000 Penalty: 4575.566895
	Iteration 25Q: 3 clusters Score -1499442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1499442.000000 Penalty: 4575.566895
	Iteration 26Q: 3 clusters Score -1499442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1499444.875000 Penalty: 4575.566895
	Iteration 27Q: 3 clusters Score -1499445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1499446.250000 Penalty: 4575.566895
	Iteration 28Q: 3 clusters Score -1499446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1499444.250000 Penalty: 4575.566895
	Iteration 29Q: 3 clusters Score -1499444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1499448.250000 Penalty: 4575.566895
	Iteration 30Q: 3 clusters Score -1499448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1499449.875000 Penalty: 4575.566895
	Iteration 31Q: 3 clusters Score -1499450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1499448.375000 Penalty: 4575.566895
	Iteration 32Q: 3 clusters Score -1499448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1499449.125000 Penalty: 4575.566895
	Iteration 33Q: 3 clusters Score -1499449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1499448.375000 Penalty: 4575.566895
	Iteration 34Q: 3 clusters Score -1499448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1499447.000000 Penalty: 4575.566895
	Iteration 35Q: 3 clusters Score -1499447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1499450.250000 Penalty: 4575.566895
	Iteration 36Q: 3 clusters Score -1499450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1499452.250000 Penalty: 4575.566895
	Iteration 37Q: 3 clusters Score -1499452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1499454.000000 Penalty: 4575.566895
	Iteration 38Q: 3 clusters Score -1499454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1499454.750000 Penalty: 4575.566895
	Iteration 39Q: 3 clusters Score -1499455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1499455.125000 Penalty: 4575.566895
	Iteration 40F: 3 clusters Score -1499455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Entering Unmasked Estep 
Score: -7602680.500000 Penalty: 2678.350342
	Iteration 0F: 2 clusters Score -7602680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -7569579.500000 Penalty: 5356.700684
	Iteration 0F: 3 clusters Score -7569580 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -7582364.000000 Penalty: 5356.700684
	Iteration 1F: 3 clusters Score -7582364 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -7583258.500000 Penalty: 5356.700684
	Iteration 2Q: 3 clusters Score -7583258 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -7584402.000000 Penalty: 5356.700684
	Iteration 3F: 3 clusters Score -7584402 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7585971.500000 Penalty: 5356.700684
	Iteration 4F: 3 clusters Score -7585972 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -7587845.000000 Penalty: 5356.700684
	Iteration 5F: 3 clusters Score -7587845 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -7589575.500000 Penalty: 5356.700684
	Iteration 6F: 3 clusters Score -7589576 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -7591026.000000 Penalty: 5356.700684
	Iteration 7F: 3 clusters Score -7591026 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7592102.000000 Penalty: 5356.700684
	Iteration 8Q: 3 clusters Score -7592102 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -7592984.000000 Penalty: 5356.700684
	Iteration 9Q: 3 clusters Score -7592984 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -7593929.000000 Penalty: 5356.700684
	Iteration 10Q: 3 clusters Score -7593929 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -7595059.500000 Penalty: 5356.700684
	Iteration 11Q: 3 clusters Score -7595060 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7596662.500000 Penalty: 5356.700684
	Iteration 12Q: 3 clusters Score -7596662 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -7599569.000000 Penalty: 5356.700684
	Iteration 13Q: 3 clusters Score -7599569 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7605949.000000 Penalty: 5356.700684
	Iteration 14F: 3 clusters Score -7605949 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -7612963.000000 Penalty: 5356.700684
	Iteration 15Q: 3 clusters Score -7612963 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -7614554.500000 Penalty: 5356.700684
	Iteration 16Q: 3 clusters Score -7614554 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -7615046.000000 Penalty: 5356.700684
	Iteration 17Q: 3 clusters Score -7615046 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -7615290.500000 Penalty: 5356.700684
	Iteration 18Q: 3 clusters Score -7615290 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -7615449.500000 Penalty: 5356.700684
	Iteration 19Q: 3 clusters Score -7615450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -7615520.500000 Penalty: 5356.700684
	Iteration 20F: 3 clusters Score -7615520 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -7615624.000000 Penalty: 5356.700684
	Iteration 21Q: 3 clusters Score -7615624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -7615688.500000 Penalty: 5356.700684
	Iteration 22Q: 3 clusters Score -7615688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -7615695.500000 Penalty: 5356.700684
	Iteration 23Q: 3 clusters Score -7615696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7615713.000000 Penalty: 5356.700684
	Iteration 24Q: 3 clusters Score -7615713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -7615729.000000 Penalty: 5356.700684
	Iteration 25Q: 3 clusters Score -7615729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -7615741.500000 Penalty: 5356.700684
	Iteration 26Q: 3 clusters Score -7615742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -7615744.000000 Penalty: 5356.700684
	Iteration 27Q: 3 clusters Score -7615744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -7615746.500000 Penalty: 5356.700684
	Iteration 28Q: 3 clusters Score -7615746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -7615749.000000 Penalty: 5356.700684
	Iteration 29Q: 3 clusters Score -7615749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -7615755.000000 Penalty: 5356.700684
	Iteration 30Q: 3 clusters Score -7615755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7615749.000000 Penalty: 5356.700684
	Iteration 31Q: 3 clusters Score -7615749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -7615744.000000 Penalty: 5356.700684
	Iteration 32Q: 3 clusters Score -7615744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -7615740.500000 Penalty: 5356.700684
	Iteration 33Q: 3 clusters Score -7615740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7615764.500000 Penalty: 5356.700684
	Iteration 34Q: 3 clusters Score -7615764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7615755.500000 Penalty: 5356.700684
	Iteration 35Q: 3 clusters Score -7615756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7615750.500000 Penalty: 5356.700684
	Iteration 36Q: 3 clusters Score -7615750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7615754.000000 Penalty: 5356.700684
	Iteration 37Q: 3 clusters Score -7615754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -7615754.000000 Penalty: 5356.700684
	Iteration 38F: 3 clusters Score -7615754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 1068 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 37442 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 27720 members 
Entering Unmasked Estep 
Score: -120382528.000000 Penalty: 131412.875000
Splitting cluster 9 changes total score from -120369936.000000 to -120382528.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (21282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Entering Unmasked Estep 
Score: -3161331.000000 Penalty: 2471.473145
	Iteration 0F: 2 clusters Score -3161331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3146396.750000 Penalty: 4942.946289
	Iteration 0F: 3 clusters Score -3146397 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3151762.000000 Penalty: 4942.946289
	Iteration 1F: 3 clusters Score -3151762 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3152568.250000 Penalty: 4942.946289
	Iteration 2F: 3 clusters Score -3152568 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3153510.000000 Penalty: 4942.946289
	Iteration 3F: 3 clusters Score -3153510 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3154641.000000 Penalty: 4942.946289
	Iteration 4F: 3 clusters Score -3154641 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3155867.250000 Penalty: 4942.946289
	Iteration 5F: 3 clusters Score -3155867 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3157102.250000 Penalty: 4942.946289
	Iteration 6F: 3 clusters Score -3157102 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3158216.500000 Penalty: 4942.946289
	Iteration 7F: 3 clusters Score -3158216 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3159157.500000 Penalty: 4942.946289
	Iteration 8F: 3 clusters Score -3159158 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3159763.000000 Penalty: 4942.946289
	Iteration 9Q: 3 clusters Score -3159763 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3160159.750000 Penalty: 4942.946289
	Iteration 10Q: 3 clusters Score -3160160 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3160385.250000 Penalty: 4942.946289
	Iteration 11Q: 3 clusters Score -3160385 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3160555.000000 Penalty: 4942.946289
	Iteration 12Q: 3 clusters Score -3160555 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3160710.500000 Penalty: 4942.946289
	Iteration 13Q: 3 clusters Score -3160710 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3160815.500000 Penalty: 4942.946289
	Iteration 14Q: 3 clusters Score -3160816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3160895.000000 Penalty: 4942.946289
	Iteration 15Q: 3 clusters Score -3160895 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3160966.250000 Penalty: 4942.946289
	Iteration 16Q: 3 clusters Score -3160966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3160998.750000 Penalty: 4942.946289
	Iteration 17Q: 3 clusters Score -3160999 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3161035.000000 Penalty: 4942.946289
	Iteration 18Q: 3 clusters Score -3161035 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3161049.000000 Penalty: 4942.946289
	Iteration 19Q: 3 clusters Score -3161049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3161067.000000 Penalty: 4942.946289
	Iteration 20F: 3 clusters Score -3161067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3161078.250000 Penalty: 4942.946289
	Iteration 21Q: 3 clusters Score -3161078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3161099.000000 Penalty: 4942.946289
	Iteration 22Q: 3 clusters Score -3161099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3161101.750000 Penalty: 4942.946289
	Iteration 23Q: 3 clusters Score -3161102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3161104.750000 Penalty: 4942.946289
	Iteration 24Q: 3 clusters Score -3161105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3161114.500000 Penalty: 4942.946289
	Iteration 25Q: 3 clusters Score -3161114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3161138.000000 Penalty: 4942.946289
	Iteration 26Q: 3 clusters Score -3161138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3161144.750000 Penalty: 4942.946289
	Iteration 27Q: 3 clusters Score -3161145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3161150.750000 Penalty: 4942.946289
	Iteration 28Q: 3 clusters Score -3161151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3161152.500000 Penalty: 4942.946289
	Iteration 29Q: 3 clusters Score -3161152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3161164.750000 Penalty: 4942.946289
	Iteration 30Q: 3 clusters Score -3161165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3161164.250000 Penalty: 4942.946289
	Iteration 31Q: 3 clusters Score -3161164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3161176.750000 Penalty: 4942.946289
	Iteration 32Q: 3 clusters Score -3161177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3161191.250000 Penalty: 4942.946289
	Iteration 33Q: 3 clusters Score -3161191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3161202.250000 Penalty: 4942.946289
	Iteration 34Q: 3 clusters Score -3161202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3161207.500000 Penalty: 4942.946289
	Iteration 35Q: 3 clusters Score -3161208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3161217.500000 Penalty: 4942.946289
	Iteration 36Q: 3 clusters Score -3161218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3161217.000000 Penalty: 4942.946289
	Iteration 37Q: 3 clusters Score -3161217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3161218.250000 Penalty: 4942.946289
	Iteration 38Q: 3 clusters Score -3161218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3161215.750000 Penalty: 4942.946289
	Iteration 39Q: 3 clusters Score -3161216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3161215.750000 Penalty: 4942.946289
	Iteration 40F: 3 clusters Score -3161216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3161226.500000 Penalty: 4942.946289
	Iteration 41Q: 3 clusters Score -3161226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3161229.250000 Penalty: 4942.946289
	Iteration 42Q: 3 clusters Score -3161229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3161228.500000 Penalty: 4942.946289
	Iteration 43Q: 3 clusters Score -3161228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3161232.250000 Penalty: 4942.946289
	Iteration 44Q: 3 clusters Score -3161232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3161231.500000 Penalty: 4942.946289
	Iteration 45Q: 3 clusters Score -3161232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3161239.000000 Penalty: 4942.946289
	Iteration 46Q: 3 clusters Score -3161239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3161238.500000 Penalty: 4942.946289
	Iteration 47Q: 3 clusters Score -3161238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3161241.500000 Penalty: 4942.946289
	Iteration 48Q: 3 clusters Score -3161242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3161241.750000 Penalty: 4942.946289
	Iteration 49Q: 3 clusters Score -3161242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3161242.000000 Penalty: 4942.946289
	Iteration 50Q: 3 clusters Score -3161242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3161242.000000 Penalty: 4942.946289
	Iteration 51F: 3 clusters Score -3161242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Entering Unmasked Estep 
Score: -9930992.000000 Penalty: 2743.458496
	Iteration 0F: 2 clusters Score -9930992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -9888258.000000 Penalty: 5486.916992
	Iteration 0F: 3 clusters Score -9888258 nChanged 29703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -9905168.000000 Penalty: 5486.916992
	Iteration 1F: 3 clusters Score -9905168 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -9905994.000000 Penalty: 5486.916992
	Iteration 2Q: 3 clusters Score -9905994 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -9907017.000000 Penalty: 5486.916992
	Iteration 3Q: 3 clusters Score -9907017 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -9908330.000000 Penalty: 5486.916992
	Iteration 4Q: 3 clusters Score -9908330 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -9909946.000000 Penalty: 5486.916992
	Iteration 5F: 3 clusters Score -9909946 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -9912412.000000 Penalty: 5486.916992
	Iteration 6F: 3 clusters Score -9912412 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -9915332.000000 Penalty: 5486.916992
	Iteration 7F: 3 clusters Score -9915332 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -9918641.000000 Penalty: 5486.916992
	Iteration 8F: 3 clusters Score -9918641 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -9921753.000000 Penalty: 5486.916992
	Iteration 9F: 3 clusters Score -9921753 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -9924303.000000 Penalty: 5486.916992
	Iteration 10Q: 3 clusters Score -9924303 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9926144.000000 Penalty: 5486.916992
	Iteration 11Q: 3 clusters Score -9926144 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9927300.000000 Penalty: 5486.916992
	Iteration 12Q: 3 clusters Score -9927300 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9928073.000000 Penalty: 5486.916992
	Iteration 13Q: 3 clusters Score -9928073 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9928455.000000 Penalty: 5486.916992
	Iteration 14Q: 3 clusters Score -9928455 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9928663.000000 Penalty: 5486.916992
	Iteration 15Q: 3 clusters Score -9928663 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9928781.000000 Penalty: 5486.916992
	Iteration 16Q: 3 clusters Score -9928781 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9928866.000000 Penalty: 5486.916992
	Iteration 17Q: 3 clusters Score -9928866 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9928931.000000 Penalty: 5486.916992
	Iteration 18Q: 3 clusters Score -9928931 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9928971.000000 Penalty: 5486.916992
	Iteration 19Q: 3 clusters Score -9928971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9929001.000000 Penalty: 5486.916992
	Iteration 20F: 3 clusters Score -9929001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9929017.000000 Penalty: 5486.916992
	Iteration 21Q: 3 clusters Score -9929017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9929046.000000 Penalty: 5486.916992
	Iteration 22Q: 3 clusters Score -9929046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9929074.000000 Penalty: 5486.916992
	Iteration 23Q: 3 clusters Score -9929074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9929066.000000 Penalty: 5486.916992
	Iteration 24Q: 3 clusters Score -9929066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9929080.000000 Penalty: 5486.916992
	Iteration 25Q: 3 clusters Score -9929080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9929086.000000 Penalty: 5486.916992
	Iteration 26Q: 3 clusters Score -9929086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9929078.000000 Penalty: 5486.916992
	Iteration 27Q: 3 clusters Score -9929078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9929106.000000 Penalty: 5486.916992
	Iteration 28Q: 3 clusters Score -9929106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9929109.000000 Penalty: 5486.916992
	Iteration 29Q: 3 clusters Score -9929109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9929113.000000 Penalty: 5486.916992
	Iteration 30Q: 3 clusters Score -9929113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9929113.000000 Penalty: 5486.916992
	Iteration 31Q: 3 clusters Score -9929113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9929105.000000 Penalty: 5486.916992
	Iteration 32Q: 3 clusters Score -9929105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9929121.000000 Penalty: 5486.916992
	Iteration 33Q: 3 clusters Score -9929121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9929119.000000 Penalty: 5486.916992
	Iteration 34Q: 3 clusters Score -9929119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9929121.000000 Penalty: 5486.916992
	Iteration 35Q: 3 clusters Score -9929121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9929133.000000 Penalty: 5486.916992
	Iteration 36Q: 3 clusters Score -9929133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9929127.000000 Penalty: 5486.916992
	Iteration 37Q: 3 clusters Score -9929127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9929123.000000 Penalty: 5486.916992
	Iteration 38Q: 3 clusters Score -9929123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9929124.000000 Penalty: 5486.916992
	Iteration 39Q: 3 clusters Score -9929124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9929126.000000 Penalty: 5486.916992
	Iteration 40F: 3 clusters Score -9929126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9929130.000000 Penalty: 5486.916992
	Iteration 41Q: 3 clusters Score -9929130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9929137.000000 Penalty: 5486.916992
	Iteration 42Q: 3 clusters Score -9929137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9929141.000000 Penalty: 5486.916992
	Iteration 43Q: 3 clusters Score -9929141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9929135.000000 Penalty: 5486.916992
	Iteration 44Q: 3 clusters Score -9929135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9929135.000000 Penalty: 5486.916992
	Iteration 45F: 3 clusters Score -9929135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -451129.000000 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -451129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -447852.218750 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -447852.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -448610.031250 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -448610 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -448858.000000 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -448858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449046.781250 Penalty: 3984.211914
	Iteration 3F: 3 clusters Score -449046.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -449205.343750 Penalty: 3984.211914
	Iteration 4F: 3 clusters Score -449205.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -449312.281250 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -449312.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -449402.562500 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -449402.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -449494.125000 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -449494.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -449586.062500 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -449586.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -449687.281250 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -449687.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -449804.000000 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -449804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -449921.000000 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -449921 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -450033.531250 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -450033.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -450109.687500 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -450109.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -450177.218750 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -450177.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -450232.062500 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -450232.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -450273.593750 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -450273.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -450310.875000 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -450310.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -450335.875000 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -450335.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -450357.406250 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -450357.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -450377.812500 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -450377.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -450401.468750 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -450401.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -450413.375000 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -450413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -450430.937500 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -450430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450442.656250 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -450442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450450.062500 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -450450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450454.062500 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -450454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450457.093750 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -450457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450459.000000 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -450459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450460.656250 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -450460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -450460.906250 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -450460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -450460.906250 Penalty: 3984.211914
	Iteration 31F: 3 clusters Score -450460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -186790.359375 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -186790.4 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 651 members 
Entering Unmasked Estep 
Score: -184661.828125 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -184661.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184945.218750 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -184945.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -185050.046875 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -185050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185112.000000 Penalty: 3545.579590
	Iteration 3Q: 3 clusters Score -185112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -185159.093750 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -185159.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -185188.406250 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -185188.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185214.734375 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -185214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185234.250000 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -185234.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185249.375000 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -185249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185273.875000 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -185273.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185308.671875 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -185308.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185368.343750 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -185368.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185397.812500 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -185397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -185439.062500 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -185439.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -185465.640625 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -185465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185489.843750 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -185489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -185500.859375 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -185500.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185519.218750 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -185519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185523.937500 Penalty: 3545.579590
	Iteration 18Q: 3 clusters Score -185523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185530.687500 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -185530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -185544.390625 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -185544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -185562.031250 Penalty: 3545.579590
	Iteration 21Q: 3 clusters Score -185562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185566.625000 Penalty: 3545.579590
	Iteration 22Q: 3 clusters Score -185566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185570.859375 Penalty: 3545.579590
	Iteration 23Q: 3 clusters Score -185570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185572.609375 Penalty: 3545.579590
	Iteration 24Q: 3 clusters Score -185572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185572.609375 Penalty: 3545.579590
	Iteration 25F: 3 clusters Score -185572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Entering Unmasked Estep 
Score: -2064310.375000 Penalty: 2365.653320
	Iteration 0F: 2 clusters Score -2064310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2054099.250000 Penalty: 4731.306641
	Iteration 0F: 3 clusters Score -2054099 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2057440.250000 Penalty: 4731.306641
	Iteration 1F: 3 clusters Score -2057440 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2057859.125000 Penalty: 4731.306641
	Iteration 2F: 3 clusters Score -2057859 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2058200.875000 Penalty: 4731.306641
	Iteration 3F: 3 clusters Score -2058201 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2058497.625000 Penalty: 4731.306641
	Iteration 4Q: 3 clusters Score -2058498 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2058775.500000 Penalty: 4731.306641
	Iteration 5Q: 3 clusters Score -2058776 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2059000.625000 Penalty: 4731.306641
	Iteration 6Q: 3 clusters Score -2059001 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2059215.375000 Penalty: 4731.306641
	Iteration 7Q: 3 clusters Score -2059215 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2059425.625000 Penalty: 4731.306641
	Iteration 8Q: 3 clusters Score -2059426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2059657.750000 Penalty: 4731.306641
	Iteration 9Q: 3 clusters Score -2059658 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2059905.250000 Penalty: 4731.306641
	Iteration 10Q: 3 clusters Score -2059905 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2060150.625000 Penalty: 4731.306641
	Iteration 11Q: 3 clusters Score -2060151 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2060369.500000 Penalty: 4731.306641
	Iteration 12Q: 3 clusters Score -2060370 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2060555.750000 Penalty: 4731.306641
	Iteration 13Q: 3 clusters Score -2060556 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2060735.125000 Penalty: 4731.306641
	Iteration 14Q: 3 clusters Score -2060735 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2060927.500000 Penalty: 4731.306641
	Iteration 15Q: 3 clusters Score -2060928 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2061079.000000 Penalty: 4731.306641
	Iteration 16Q: 3 clusters Score -2061079 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2061219.375000 Penalty: 4731.306641
	Iteration 17Q: 3 clusters Score -2061219 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2061352.125000 Penalty: 4731.306641
	Iteration 18Q: 3 clusters Score -2061352 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2061455.000000 Penalty: 4731.306641
	Iteration 19Q: 3 clusters Score -2061455 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2061578.375000 Penalty: 4731.306641
	Iteration 20F: 3 clusters Score -2061578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2061701.375000 Penalty: 4731.306641
	Iteration 21Q: 3 clusters Score -2061701 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2061818.250000 Penalty: 4731.306641
	Iteration 22Q: 3 clusters Score -2061818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2061935.875000 Penalty: 4731.306641
	Iteration 23Q: 3 clusters Score -2061936 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2062024.125000 Penalty: 4731.306641
	Iteration 24Q: 3 clusters Score -2062024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2062097.250000 Penalty: 4731.306641
	Iteration 25Q: 3 clusters Score -2062097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2062151.375000 Penalty: 4731.306641
	Iteration 26Q: 3 clusters Score -2062151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2062209.875000 Penalty: 4731.306641
	Iteration 27Q: 3 clusters Score -2062210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2062256.250000 Penalty: 4731.306641
	Iteration 28Q: 3 clusters Score -2062256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2062286.375000 Penalty: 4731.306641
	Iteration 29Q: 3 clusters Score -2062286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2062314.625000 Penalty: 4731.306641
	Iteration 30Q: 3 clusters Score -2062315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2062336.500000 Penalty: 4731.306641
	Iteration 31Q: 3 clusters Score -2062336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2062353.875000 Penalty: 4731.306641
	Iteration 32Q: 3 clusters Score -2062354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2062376.750000 Penalty: 4731.306641
	Iteration 33Q: 3 clusters Score -2062377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2062396.875000 Penalty: 4731.306641
	Iteration 34Q: 3 clusters Score -2062397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2062411.250000 Penalty: 4731.306641
	Iteration 35Q: 3 clusters Score -2062411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2062414.625000 Penalty: 4731.306641
	Iteration 36Q: 3 clusters Score -2062415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2062427.000000 Penalty: 4731.306641
	Iteration 37Q: 3 clusters Score -2062427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2062429.875000 Penalty: 4731.306641
	Iteration 38Q: 3 clusters Score -2062430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2062437.000000 Penalty: 4731.306641
	Iteration 39Q: 3 clusters Score -2062437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2062438.500000 Penalty: 4731.306641
	Iteration 40F: 3 clusters Score -2062438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2062447.750000 Penalty: 4731.306641
	Iteration 41Q: 3 clusters Score -2062448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2062455.125000 Penalty: 4731.306641
	Iteration 42Q: 3 clusters Score -2062455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2062457.250000 Penalty: 4731.306641
	Iteration 43Q: 3 clusters Score -2062457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2062464.125000 Penalty: 4731.306641
	Iteration 44Q: 3 clusters Score -2062464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2062464.000000 Penalty: 4731.306641
	Iteration 45Q: 3 clusters Score -2062464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2062464.125000 Penalty: 4731.306641
	Iteration 46Q: 3 clusters Score -2062464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2062464.500000 Penalty: 4731.306641
	Iteration 47Q: 3 clusters Score -2062464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2062462.500000 Penalty: 4731.306641
	Iteration 48Q: 3 clusters Score -2062462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2062468.625000 Penalty: 4731.306641
	Iteration 49Q: 3 clusters Score -2062469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2062469.000000 Penalty: 4731.306641
	Iteration 50Q: 3 clusters Score -2062469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2062473.125000 Penalty: 4731.306641
	Iteration 51Q: 3 clusters Score -2062473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2062474.625000 Penalty: 4731.306641
	Iteration 52Q: 3 clusters Score -2062475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2062479.000000 Penalty: 4731.306641
	Iteration 53Q: 3 clusters Score -2062479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2062474.625000 Penalty: 4731.306641
	Iteration 54Q: 3 clusters Score -2062475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2062475.000000 Penalty: 4731.306641
	Iteration 55Q: 3 clusters Score -2062475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2062477.875000 Penalty: 4731.306641
	Iteration 56Q: 3 clusters Score -2062478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2062481.500000 Penalty: 4731.306641
	Iteration 57Q: 3 clusters Score -2062482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2062480.500000 Penalty: 4731.306641
	Iteration 58Q: 3 clusters Score -2062480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2062479.875000 Penalty: 4731.306641
	Iteration 59Q: 3 clusters Score -2062480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2062480.750000 Penalty: 4731.306641
	Iteration 60F: 3 clusters Score -2062481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2062481.875000 Penalty: 4731.306641
	Iteration 61Q: 3 clusters Score -2062482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2062479.500000 Penalty: 4731.306641
	Iteration 62Q: 3 clusters Score -2062480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2062483.875000 Penalty: 4731.306641
	Iteration 63Q: 3 clusters Score -2062484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2062487.250000 Penalty: 4731.306641
	Iteration 64Q: 3 clusters Score -2062487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2062490.250000 Penalty: 4731.306641
	Iteration 65Q: 3 clusters Score -2062490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2062489.625000 Penalty: 4731.306641
	Iteration 66Q: 3 clusters Score -2062490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2062493.000000 Penalty: 4731.306641
	Iteration 67Q: 3 clusters Score -2062493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2062498.500000 Penalty: 4731.306641
	Iteration 68Q: 3 clusters Score -2062498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2062497.625000 Penalty: 4731.306641
	Iteration 69Q: 3 clusters Score -2062498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2062499.750000 Penalty: 4731.306641
	Iteration 70Q: 3 clusters Score -2062500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2062498.125000 Penalty: 4731.306641
	Iteration 71Q: 3 clusters Score -2062498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2062495.875000 Penalty: 4731.306641
	Iteration 72Q: 3 clusters Score -2062496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2062502.625000 Penalty: 4731.306641
	Iteration 73Q: 3 clusters Score -2062503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2062506.875000 Penalty: 4731.306641
	Iteration 74Q: 3 clusters Score -2062507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2062510.125000 Penalty: 4731.306641
	Iteration 75Q: 3 clusters Score -2062510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2062513.875000 Penalty: 4731.306641
	Iteration 76Q: 3 clusters Score -2062514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2062518.500000 Penalty: 4731.306641
	Iteration 77Q: 3 clusters Score -2062518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2062520.750000 Penalty: 4731.306641
	Iteration 78Q: 3 clusters Score -2062521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2062519.250000 Penalty: 4731.306641
	Iteration 79Q: 3 clusters Score -2062519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2062519.250000 Penalty: 4731.306641
	Iteration 80F: 3 clusters Score -2062519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2062524.500000 Penalty: 4731.306641
	Iteration 81Q: 3 clusters Score -2062524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2062528.750000 Penalty: 4731.306641
	Iteration 82Q: 3 clusters Score -2062529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2062532.750000 Penalty: 4731.306641
	Iteration 83Q: 3 clusters Score -2062533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2062533.750000 Penalty: 4731.306641
	Iteration 84Q: 3 clusters Score -2062534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2062532.625000 Penalty: 4731.306641
	Iteration 85Q: 3 clusters Score -2062533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2062532.625000 Penalty: 4731.306641
	Iteration 86F: 3 clusters Score -2062533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -695651.125000 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -695651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -691314.562500 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -691314.6 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -692493.875000 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -692493.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -692916.187500 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -692916.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -693264.937500 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -693264.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -693566.125000 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -693566.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -693865.875000 Penalty: 4189.811035
	Iteration 5F: 3 clusters Score -693865.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -694072.687500 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -694072.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -694234.187500 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -694234.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -694372.812500 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -694372.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -694492.625000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -694492.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -694639.687500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -694639.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -694825.375000 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -694825.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -695046.187500 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -695046.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -695210.375000 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -695210.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -695258.625000 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -695258.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -695280.375000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -695280.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -695294.562500 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -695294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -695304.500000 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -695304.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -695314.375000 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -695314.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -695321.687500 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -695321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -695323.000000 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -695323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -695325.437500 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -695325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -695324.500000 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -695324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -695324.500000 Penalty: 4189.811035
	Iteration 23F: 3 clusters Score -695324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -160482.953125 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -160483 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 524 members 
Entering Unmasked Estep 
Score: -158550.406250 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -158550.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158866.406250 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -158866.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -158930.906250 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -158930.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158962.984375 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -158963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -159002.718750 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -159002.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159030.390625 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -159030.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -159062.843750 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -159062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -159077.859375 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -159077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159088.203125 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -159088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -159093.171875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -159093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159098.828125 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -159098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159101.703125 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -159101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159104.328125 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -159104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -159111.937500 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -159111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -159120.578125 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -159120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159134.578125 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -159134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159147.140625 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -159147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -159166.343750 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -159166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -159180.250000 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -159180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159196.093750 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -159196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159208.250000 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -159208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -159211.875000 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -159211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159212.765625 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -159212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159214.015625 Penalty: 3458.877441
	Iteration 23Q: 3 clusters Score -159214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159218.453125 Penalty: 3458.877441
	Iteration 24Q: 3 clusters Score -159218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159225.234375 Penalty: 3458.877441
	Iteration 25Q: 3 clusters Score -159225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159230.468750 Penalty: 3458.877441
	Iteration 26Q: 3 clusters Score -159230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -159242.109375 Penalty: 3458.877441
	Iteration 27Q: 3 clusters Score -159242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159254.609375 Penalty: 3458.877441
	Iteration 28Q: 3 clusters Score -159254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159269.843750 Penalty: 3458.877441
	Iteration 29Q: 3 clusters Score -159269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159285.187500 Penalty: 3458.877441
	Iteration 30Q: 3 clusters Score -159285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159299.703125 Penalty: 3458.877441
	Iteration 31Q: 3 clusters Score -159299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -159322.718750 Penalty: 3458.877441
	Iteration 32Q: 3 clusters Score -159322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159353.671875 Penalty: 3458.877441
	Iteration 33Q: 3 clusters Score -159353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -159395.156250 Penalty: 3458.877441
	Iteration 34Q: 3 clusters Score -159395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -159467.968750 Penalty: 3458.877441
	Iteration 35Q: 3 clusters Score -159468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -159596.531250 Penalty: 3458.877441
	Iteration 36Q: 3 clusters Score -159596.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -159729.062500 Penalty: 3458.877441
	Iteration 37Q: 3 clusters Score -159729.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159869.343750 Penalty: 3458.877441
	Iteration 38Q: 3 clusters Score -159869.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160026.078125 Penalty: 3458.877441
	Iteration 39Q: 3 clusters Score -160026.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160200.609375 Penalty: 3458.877441
	Iteration 40F: 3 clusters Score -160200.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160597.593750 Penalty: 3458.877441
	Iteration 41Q: 3 clusters Score -160597.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -160683.718750 Penalty: 3458.877441
	Iteration 42Q: 3 clusters Score -160683.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -160732.093750 Penalty: 3458.877441
	Iteration 43Q: 3 clusters Score -160732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -160756.828125 Penalty: 3458.877441
	Iteration 44Q: 3 clusters Score -160756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -160772.531250 Penalty: 3458.877441
	Iteration 45Q: 3 clusters Score -160772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -160786.843750 Penalty: 3458.877441
	Iteration 46Q: 3 clusters Score -160786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -160800.328125 Penalty: 3458.877441
	Iteration 47Q: 3 clusters Score -160800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -160807.718750 Penalty: 3458.877441
	Iteration 48Q: 3 clusters Score -160807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -160811.890625 Penalty: 3458.877441
	Iteration 49Q: 3 clusters Score -160811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -160820.703125 Penalty: 3458.877441
	Iteration 50Q: 3 clusters Score -160820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -160825.453125 Penalty: 3458.877441
	Iteration 51Q: 3 clusters Score -160825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -160830.625000 Penalty: 3458.877441
	Iteration 52Q: 3 clusters Score -160830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -160832.890625 Penalty: 3458.877441
	Iteration 53F: 3 clusters Score -160832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -160834.484375 Penalty: 3458.877441
	Iteration 54Q: 3 clusters Score -160834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -160835.531250 Penalty: 3458.877441
	Iteration 55Q: 3 clusters Score -160835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -160835.531250 Penalty: 3458.877441
	Iteration 56F: 3 clusters Score -160835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 37442 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 27720 members 
Mstep: Class 40 contains 384 members 
Entering Unmasked Estep 
Score: -120381064.000000 Penalty: 134782.437500
Splitting cluster 16 changes total score from -120369936.000000 to -120381064.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (28552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Entering Unmasked Estep 
Score: -4464979.000000 Penalty: 2544.351562
	Iteration 0F: 2 clusters Score -4464979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4445218.500000 Penalty: 5088.703125
	Iteration 0F: 3 clusters Score -4445218 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4452228.000000 Penalty: 5088.703125
	Iteration 1F: 3 clusters Score -4452228 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4452785.000000 Penalty: 5088.703125
	Iteration 2F: 3 clusters Score -4452785 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -4453378.500000 Penalty: 5088.703125
	Iteration 3Q: 3 clusters Score -4453378 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4454117.000000 Penalty: 5088.703125
	Iteration 4F: 3 clusters Score -4454117 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4455037.500000 Penalty: 5088.703125
	Iteration 5F: 3 clusters Score -4455038 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4456081.500000 Penalty: 5088.703125
	Iteration 6F: 3 clusters Score -4456082 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4457196.500000 Penalty: 5088.703125
	Iteration 7F: 3 clusters Score -4457196 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4458256.500000 Penalty: 5088.703125
	Iteration 8F: 3 clusters Score -4458256 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4459163.500000 Penalty: 5088.703125
	Iteration 9F: 3 clusters Score -4459164 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4459955.500000 Penalty: 5088.703125
	Iteration 10Q: 3 clusters Score -4459956 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4460579.000000 Penalty: 5088.703125
	Iteration 11Q: 3 clusters Score -4460579 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4461152.500000 Penalty: 5088.703125
	Iteration 12Q: 3 clusters Score -4461152 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4461596.000000 Penalty: 5088.703125
	Iteration 13Q: 3 clusters Score -4461596 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4461896.500000 Penalty: 5088.703125
	Iteration 14Q: 3 clusters Score -4461896 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4462134.500000 Penalty: 5088.703125
	Iteration 15Q: 3 clusters Score -4462134 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4462343.500000 Penalty: 5088.703125
	Iteration 16Q: 3 clusters Score -4462344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4462484.000000 Penalty: 5088.703125
	Iteration 17Q: 3 clusters Score -4462484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4462577.000000 Penalty: 5088.703125
	Iteration 18Q: 3 clusters Score -4462577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4462640.500000 Penalty: 5088.703125
	Iteration 19Q: 3 clusters Score -4462640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4462688.500000 Penalty: 5088.703125
	Iteration 20F: 3 clusters Score -4462688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4462720.500000 Penalty: 5088.703125
	Iteration 21Q: 3 clusters Score -4462720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4462755.500000 Penalty: 5088.703125
	Iteration 22Q: 3 clusters Score -4462756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4462789.500000 Penalty: 5088.703125
	Iteration 23Q: 3 clusters Score -4462790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4462817.500000 Penalty: 5088.703125
	Iteration 24Q: 3 clusters Score -4462818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4462831.000000 Penalty: 5088.703125
	Iteration 25Q: 3 clusters Score -4462831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4462848.500000 Penalty: 5088.703125
	Iteration 26Q: 3 clusters Score -4462848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4462853.500000 Penalty: 5088.703125
	Iteration 27Q: 3 clusters Score -4462854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4462852.500000 Penalty: 5088.703125
	Iteration 28Q: 3 clusters Score -4462852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4462854.500000 Penalty: 5088.703125
	Iteration 29Q: 3 clusters Score -4462854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4462860.000000 Penalty: 5088.703125
	Iteration 30Q: 3 clusters Score -4462860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4462862.000000 Penalty: 5088.703125
	Iteration 31Q: 3 clusters Score -4462862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4462861.000000 Penalty: 5088.703125
	Iteration 32Q: 3 clusters Score -4462861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4462863.000000 Penalty: 5088.703125
	Iteration 33Q: 3 clusters Score -4462863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4462864.000000 Penalty: 5088.703125
	Iteration 34Q: 3 clusters Score -4462864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4462865.500000 Penalty: 5088.703125
	Iteration 35Q: 3 clusters Score -4462866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4462865.500000 Penalty: 5088.703125
	Iteration 36F: 3 clusters Score -4462866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1641475.000000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -1641475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1633200.125000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -1633200 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1636030.500000 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -1636030 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1636639.500000 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -1636640 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1637219.000000 Penalty: 4616.458496
	Iteration 3F: 3 clusters Score -1637219 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1637763.875000 Penalty: 4616.458496
	Iteration 4F: 3 clusters Score -1637764 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1638259.000000 Penalty: 4616.458496
	Iteration 5F: 3 clusters Score -1638259 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1638643.125000 Penalty: 4616.458496
	Iteration 6F: 3 clusters Score -1638643 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1638958.500000 Penalty: 4616.458496
	Iteration 7Q: 3 clusters Score -1638958 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1639247.250000 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -1639247 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1639496.750000 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -1639497 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1639720.875000 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -1639721 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1639928.750000 Penalty: 4616.458496
	Iteration 11Q: 3 clusters Score -1639929 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1640133.875000 Penalty: 4616.458496
	Iteration 12Q: 3 clusters Score -1640134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1640322.250000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -1640322 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1640503.500000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -1640504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1640730.250000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -1640730 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1640967.625000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -1640968 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1641102.500000 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -1641102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1641195.375000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -1641195 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1641248.875000 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -1641249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1641290.875000 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -1641291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1641309.625000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -1641310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1641335.875000 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -1641336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1641358.125000 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -1641358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1641376.000000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -1641376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1641382.750000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -1641383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1641396.750000 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -1641397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1641407.750000 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -1641408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1641416.750000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -1641417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1641423.250000 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -1641423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1641431.250000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -1641431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1641439.875000 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -1641440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1641456.875000 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -1641457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1641461.000000 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -1641461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1641462.500000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -1641462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1641465.500000 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -1641466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1641472.500000 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -1641472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1641471.875000 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -1641472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1641475.250000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -1641475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1641473.000000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -1641473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1641478.000000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -1641478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1641481.750000 Penalty: 4616.458496
	Iteration 41Q: 3 clusters Score -1641482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1641488.750000 Penalty: 4616.458496
	Iteration 42Q: 3 clusters Score -1641489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1641491.375000 Penalty: 4616.458496
	Iteration 43Q: 3 clusters Score -1641491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1641498.750000 Penalty: 4616.458496
	Iteration 44Q: 3 clusters Score -1641499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1641492.875000 Penalty: 4616.458496
	Iteration 45Q: 3 clusters Score -1641493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1641495.750000 Penalty: 4616.458496
	Iteration 46Q: 3 clusters Score -1641496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1641504.625000 Penalty: 4616.458496
	Iteration 47Q: 3 clusters Score -1641505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1641506.250000 Penalty: 4616.458496
	Iteration 48Q: 3 clusters Score -1641506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1641511.000000 Penalty: 4616.458496
	Iteration 49Q: 3 clusters Score -1641511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1641516.875000 Penalty: 4616.458496
	Iteration 50Q: 3 clusters Score -1641517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1641518.625000 Penalty: 4616.458496
	Iteration 51Q: 3 clusters Score -1641519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1641519.750000 Penalty: 4616.458496
	Iteration 52Q: 3 clusters Score -1641520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1641529.875000 Penalty: 4616.458496
	Iteration 53Q: 3 clusters Score -1641530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1641534.125000 Penalty: 4616.458496
	Iteration 54Q: 3 clusters Score -1641534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1641536.375000 Penalty: 4616.458496
	Iteration 55Q: 3 clusters Score -1641536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1641546.875000 Penalty: 4616.458496
	Iteration 56Q: 3 clusters Score -1641547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1641551.375000 Penalty: 4616.458496
	Iteration 57Q: 3 clusters Score -1641551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1641560.125000 Penalty: 4616.458496
	Iteration 58Q: 3 clusters Score -1641560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1641566.500000 Penalty: 4616.458496
	Iteration 59Q: 3 clusters Score -1641566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1641570.875000 Penalty: 4616.458496
	Iteration 60F: 3 clusters Score -1641571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1641579.625000 Penalty: 4616.458496
	Iteration 61Q: 3 clusters Score -1641580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1641590.875000 Penalty: 4616.458496
	Iteration 62Q: 3 clusters Score -1641591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1641601.500000 Penalty: 4616.458496
	Iteration 63Q: 3 clusters Score -1641602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1641618.875000 Penalty: 4616.458496
	Iteration 64Q: 3 clusters Score -1641619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1641645.125000 Penalty: 4616.458496
	Iteration 65Q: 3 clusters Score -1641645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1641679.375000 Penalty: 4616.458496
	Iteration 66Q: 3 clusters Score -1641679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1641719.000000 Penalty: 4616.458496
	Iteration 67Q: 3 clusters Score -1641719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1641753.250000 Penalty: 4616.458496
	Iteration 68Q: 3 clusters Score -1641753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1641777.875000 Penalty: 4616.458496
	Iteration 69Q: 3 clusters Score -1641778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1641791.000000 Penalty: 4616.458496
	Iteration 70Q: 3 clusters Score -1641791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1641805.625000 Penalty: 4616.458496
	Iteration 71Q: 3 clusters Score -1641806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1641812.500000 Penalty: 4616.458496
	Iteration 72Q: 3 clusters Score -1641812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1641812.625000 Penalty: 4616.458496
	Iteration 73Q: 3 clusters Score -1641813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1641815.625000 Penalty: 4616.458496
	Iteration 74Q: 3 clusters Score -1641816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1641819.000000 Penalty: 4616.458496
	Iteration 75Q: 3 clusters Score -1641819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1641819.375000 Penalty: 4616.458496
	Iteration 76Q: 3 clusters Score -1641819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1641817.625000 Penalty: 4616.458496
	Iteration 77Q: 3 clusters Score -1641818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1641817.625000 Penalty: 4616.458496
	Iteration 78F: 3 clusters Score -1641818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 37442 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 27720 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 8127 members 
Entering Unmasked Estep 
Score: -120380296.000000 Penalty: 138152.000000
Splitting cluster 18 changes total score from -120369936.000000 to -120380296.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -162607.171875 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -162607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160575.906250 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -160575.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -160900.343750 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -160900.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161029.718750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -161029.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161141.140625 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -161141.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161216.984375 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -161217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161259.046875 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -161259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -161281.312500 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -161281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161297.937500 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -161297.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161310.421875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -161310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161315.515625 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -161315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -161321.296875 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -161321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161327.093750 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -161327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -161331.062500 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -161331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161333.890625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -161333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161338.968750 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -161339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161348.828125 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -161348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161359.531250 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -161359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161369.343750 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -161369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161371.421875 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -161371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161372.296875 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -161372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161374.531250 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -161374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161377.109375 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -161377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161380.781250 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -161380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161386.375000 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -161386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161389.921875 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -161389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161390.453125 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -161390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161391.453125 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -161391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161392.953125 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -161393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161394.750000 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -161394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161394.750000 Penalty: 3463.500000
	Iteration 29F: 3 clusters Score -161394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -56753.984375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -56753.98 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 215 members 
Entering Unmasked Estep 
Score: -55338.921875 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -55338.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55511.265625 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -55511.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55592.703125 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -55592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55619.625000 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -55619.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55625.613281 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -55625.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55636.746094 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -55636.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55638.949219 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -55638.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55640.621094 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -55640.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55642.394531 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -55642.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55643.242188 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -55643.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55643.843750 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -55643.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55643.843750 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -55643.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Entering Unmasked Estep 
Score: -3327609.000000 Penalty: 2472.693359
	Iteration 0F: 2 clusters Score -3327609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3312606.750000 Penalty: 4945.386719
	Iteration 0F: 3 clusters Score -3312607 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3317695.750000 Penalty: 4945.386719
	Iteration 1F: 3 clusters Score -3317696 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3318123.750000 Penalty: 4945.386719
	Iteration 2F: 3 clusters Score -3318124 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3318466.500000 Penalty: 4945.386719
	Iteration 3Q: 3 clusters Score -3318466 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3318724.000000 Penalty: 4945.386719
	Iteration 4Q: 3 clusters Score -3318724 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3318988.750000 Penalty: 4945.386719
	Iteration 5Q: 3 clusters Score -3318989 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3319249.750000 Penalty: 4945.386719
	Iteration 6Q: 3 clusters Score -3319250 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3319585.250000 Penalty: 4945.386719
	Iteration 7Q: 3 clusters Score -3319585 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3319985.750000 Penalty: 4945.386719
	Iteration 8Q: 3 clusters Score -3319986 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3320454.250000 Penalty: 4945.386719
	Iteration 9Q: 3 clusters Score -3320454 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3321000.500000 Penalty: 4945.386719
	Iteration 10Q: 3 clusters Score -3321000 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3321546.500000 Penalty: 4945.386719
	Iteration 11Q: 3 clusters Score -3321546 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3322003.000000 Penalty: 4945.386719
	Iteration 12Q: 3 clusters Score -3322003 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3322391.000000 Penalty: 4945.386719
	Iteration 13Q: 3 clusters Score -3322391 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3322750.000000 Penalty: 4945.386719
	Iteration 14Q: 3 clusters Score -3322750 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3323064.000000 Penalty: 4945.386719
	Iteration 15Q: 3 clusters Score -3323064 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3323316.750000 Penalty: 4945.386719
	Iteration 16Q: 3 clusters Score -3323317 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3323546.250000 Penalty: 4945.386719
	Iteration 17Q: 3 clusters Score -3323546 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3323739.250000 Penalty: 4945.386719
	Iteration 18Q: 3 clusters Score -3323739 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3323864.000000 Penalty: 4945.386719
	Iteration 19Q: 3 clusters Score -3323864 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3323944.250000 Penalty: 4945.386719
	Iteration 20F: 3 clusters Score -3323944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3323995.250000 Penalty: 4945.386719
	Iteration 21Q: 3 clusters Score -3323995 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3324039.000000 Penalty: 4945.386719
	Iteration 22Q: 3 clusters Score -3324039 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3324075.250000 Penalty: 4945.386719
	Iteration 23Q: 3 clusters Score -3324075 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3324100.000000 Penalty: 4945.386719
	Iteration 24Q: 3 clusters Score -3324100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3324114.750000 Penalty: 4945.386719
	Iteration 25Q: 3 clusters Score -3324115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3324132.750000 Penalty: 4945.386719
	Iteration 26Q: 3 clusters Score -3324133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3324156.250000 Penalty: 4945.386719
	Iteration 27Q: 3 clusters Score -3324156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3324157.250000 Penalty: 4945.386719
	Iteration 28Q: 3 clusters Score -3324157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3324167.000000 Penalty: 4945.386719
	Iteration 29Q: 3 clusters Score -3324167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3324178.000000 Penalty: 4945.386719
	Iteration 30Q: 3 clusters Score -3324178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3324187.000000 Penalty: 4945.386719
	Iteration 31Q: 3 clusters Score -3324187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3324200.000000 Penalty: 4945.386719
	Iteration 32Q: 3 clusters Score -3324200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3324205.500000 Penalty: 4945.386719
	Iteration 33Q: 3 clusters Score -3324206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3324208.000000 Penalty: 4945.386719
	Iteration 34Q: 3 clusters Score -3324208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3324217.000000 Penalty: 4945.386719
	Iteration 35Q: 3 clusters Score -3324217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3324223.750000 Penalty: 4945.386719
	Iteration 36Q: 3 clusters Score -3324224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3324219.500000 Penalty: 4945.386719
	Iteration 37Q: 3 clusters Score -3324220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3324227.500000 Penalty: 4945.386719
	Iteration 38Q: 3 clusters Score -3324228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3324230.500000 Penalty: 4945.386719
	Iteration 39Q: 3 clusters Score -3324230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3324231.250000 Penalty: 4945.386719
	Iteration 40F: 3 clusters Score -3324231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3324232.750000 Penalty: 4945.386719
	Iteration 41Q: 3 clusters Score -3324233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3324231.750000 Penalty: 4945.386719
	Iteration 42Q: 3 clusters Score -3324232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3324232.250000 Penalty: 4945.386719
	Iteration 43Q: 3 clusters Score -3324232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3324227.500000 Penalty: 4945.386719
	Iteration 44Q: 3 clusters Score -3324228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3324231.250000 Penalty: 4945.386719
	Iteration 45Q: 3 clusters Score -3324231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3324238.250000 Penalty: 4945.386719
	Iteration 46Q: 3 clusters Score -3324238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3324246.250000 Penalty: 4945.386719
	Iteration 47Q: 3 clusters Score -3324246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3324243.000000 Penalty: 4945.386719
	Iteration 48Q: 3 clusters Score -3324243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3324244.000000 Penalty: 4945.386719
	Iteration 49Q: 3 clusters Score -3324244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3324237.500000 Penalty: 4945.386719
	Iteration 50Q: 3 clusters Score -3324238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3324244.000000 Penalty: 4945.386719
	Iteration 51Q: 3 clusters Score -3324244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3324241.250000 Penalty: 4945.386719
	Iteration 52Q: 3 clusters Score -3324241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3324239.750000 Penalty: 4945.386719
	Iteration 53Q: 3 clusters Score -3324240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3324243.000000 Penalty: 4945.386719
	Iteration 54Q: 3 clusters Score -3324243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3324247.250000 Penalty: 4945.386719
	Iteration 55Q: 3 clusters Score -3324247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3324242.000000 Penalty: 4945.386719
	Iteration 56Q: 3 clusters Score -3324242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3324244.500000 Penalty: 4945.386719
	Iteration 57Q: 3 clusters Score -3324244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3324242.750000 Penalty: 4945.386719
	Iteration 58Q: 3 clusters Score -3324243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3324240.250000 Penalty: 4945.386719
	Iteration 59Q: 3 clusters Score -3324240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3324243.500000 Penalty: 4945.386719
	Iteration 60F: 3 clusters Score -3324244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3324247.000000 Penalty: 4945.386719
	Iteration 61Q: 3 clusters Score -3324247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3324243.250000 Penalty: 4945.386719
	Iteration 62Q: 3 clusters Score -3324243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3324239.500000 Penalty: 4945.386719
	Iteration 63Q: 3 clusters Score -3324240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3324251.750000 Penalty: 4945.386719
	Iteration 64Q: 3 clusters Score -3324252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3324255.750000 Penalty: 4945.386719
	Iteration 65Q: 3 clusters Score -3324256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3324250.750000 Penalty: 4945.386719
	Iteration 66Q: 3 clusters Score -3324251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3324252.250000 Penalty: 4945.386719
	Iteration 67Q: 3 clusters Score -3324252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3324256.000000 Penalty: 4945.386719
	Iteration 68Q: 3 clusters Score -3324256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3324259.500000 Penalty: 4945.386719
	Iteration 69Q: 3 clusters Score -3324260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3324263.250000 Penalty: 4945.386719
	Iteration 70Q: 3 clusters Score -3324263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3324263.000000 Penalty: 4945.386719
	Iteration 71Q: 3 clusters Score -3324263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3324266.000000 Penalty: 4945.386719
	Iteration 72Q: 3 clusters Score -3324266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3324261.000000 Penalty: 4945.386719
	Iteration 73Q: 3 clusters Score -3324261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3324266.500000 Penalty: 4945.386719
	Iteration 74Q: 3 clusters Score -3324266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3324271.000000 Penalty: 4945.386719
	Iteration 75Q: 3 clusters Score -3324271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3324268.250000 Penalty: 4945.386719
	Iteration 76Q: 3 clusters Score -3324268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3324274.250000 Penalty: 4945.386719
	Iteration 77Q: 3 clusters Score -3324274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3324270.750000 Penalty: 4945.386719
	Iteration 78Q: 3 clusters Score -3324271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3324268.000000 Penalty: 4945.386719
	Iteration 79Q: 3 clusters Score -3324268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3324268.750000 Penalty: 4945.386719
	Iteration 80F: 3 clusters Score -3324269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3324268.750000 Penalty: 4945.386719
	Iteration 81Q: 3 clusters Score -3324269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3324269.750000 Penalty: 4945.386719
	Iteration 82Q: 3 clusters Score -3324270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3324269.750000 Penalty: 4945.386719
	Iteration 83F: 3 clusters Score -3324270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Entering Unmasked Estep 
Score: -1810974.875000 Penalty: 2333.255615
	Iteration 0F: 2 clusters Score -1810975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1801891.750000 Penalty: 4666.511230
	Iteration 0F: 3 clusters Score -1801892 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1804781.000000 Penalty: 4666.511230
	Iteration 1F: 3 clusters Score -1804781 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1805235.500000 Penalty: 4666.511230
	Iteration 2F: 3 clusters Score -1805236 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1805636.625000 Penalty: 4666.511230
	Iteration 3F: 3 clusters Score -1805637 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1806027.000000 Penalty: 4666.511230
	Iteration 4F: 3 clusters Score -1806027 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1806365.125000 Penalty: 4666.511230
	Iteration 5Q: 3 clusters Score -1806365 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1806655.625000 Penalty: 4666.511230
	Iteration 6Q: 3 clusters Score -1806656 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1806939.750000 Penalty: 4666.511230
	Iteration 7Q: 3 clusters Score -1806940 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1807214.250000 Penalty: 4666.511230
	Iteration 8Q: 3 clusters Score -1807214 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1807514.000000 Penalty: 4666.511230
	Iteration 9Q: 3 clusters Score -1807514 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1807818.875000 Penalty: 4666.511230
	Iteration 10Q: 3 clusters Score -1807819 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1808062.000000 Penalty: 4666.511230
	Iteration 11Q: 3 clusters Score -1808062 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1808279.500000 Penalty: 4666.511230
	Iteration 12Q: 3 clusters Score -1808280 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1808470.875000 Penalty: 4666.511230
	Iteration 13Q: 3 clusters Score -1808471 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1808628.875000 Penalty: 4666.511230
	Iteration 14Q: 3 clusters Score -1808629 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1808758.750000 Penalty: 4666.511230
	Iteration 15Q: 3 clusters Score -1808759 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1808872.500000 Penalty: 4666.511230
	Iteration 16Q: 3 clusters Score -1808872 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1808954.375000 Penalty: 4666.511230
	Iteration 17Q: 3 clusters Score -1808954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1809025.125000 Penalty: 4666.511230
	Iteration 18Q: 3 clusters Score -1809025 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1809082.500000 Penalty: 4666.511230
	Iteration 19Q: 3 clusters Score -1809082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1809121.250000 Penalty: 4666.511230
	Iteration 20F: 3 clusters Score -1809121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1809155.250000 Penalty: 4666.511230
	Iteration 21Q: 3 clusters Score -1809155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1809187.125000 Penalty: 4666.511230
	Iteration 22Q: 3 clusters Score -1809187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1809199.500000 Penalty: 4666.511230
	Iteration 23Q: 3 clusters Score -1809200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1809216.625000 Penalty: 4666.511230
	Iteration 24Q: 3 clusters Score -1809217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1809231.500000 Penalty: 4666.511230
	Iteration 25Q: 3 clusters Score -1809232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1809254.375000 Penalty: 4666.511230
	Iteration 26Q: 3 clusters Score -1809254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1809272.125000 Penalty: 4666.511230
	Iteration 27Q: 3 clusters Score -1809272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1809277.375000 Penalty: 4666.511230
	Iteration 28Q: 3 clusters Score -1809277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1809289.625000 Penalty: 4666.511230
	Iteration 29Q: 3 clusters Score -1809290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1809297.250000 Penalty: 4666.511230
	Iteration 30Q: 3 clusters Score -1809297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1809299.750000 Penalty: 4666.511230
	Iteration 31Q: 3 clusters Score -1809300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1809309.750000 Penalty: 4666.511230
	Iteration 32Q: 3 clusters Score -1809310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1809313.000000 Penalty: 4666.511230
	Iteration 33Q: 3 clusters Score -1809313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1809322.375000 Penalty: 4666.511230
	Iteration 34Q: 3 clusters Score -1809322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1809329.500000 Penalty: 4666.511230
	Iteration 35Q: 3 clusters Score -1809330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1809334.000000 Penalty: 4666.511230
	Iteration 36Q: 3 clusters Score -1809334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1809332.375000 Penalty: 4666.511230
	Iteration 37Q: 3 clusters Score -1809332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1809333.500000 Penalty: 4666.511230
	Iteration 38Q: 3 clusters Score -1809334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1809338.125000 Penalty: 4666.511230
	Iteration 39Q: 3 clusters Score -1809338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1809337.625000 Penalty: 4666.511230
	Iteration 40F: 3 clusters Score -1809338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1809345.625000 Penalty: 4666.511230
	Iteration 41Q: 3 clusters Score -1809346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1809346.375000 Penalty: 4666.511230
	Iteration 42Q: 3 clusters Score -1809346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1809344.750000 Penalty: 4666.511230
	Iteration 43Q: 3 clusters Score -1809345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1809344.750000 Penalty: 4666.511230
	Iteration 44F: 3 clusters Score -1809345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Entering Unmasked Estep 
Score: -5799623.500000 Penalty: 2611.575928
	Iteration 0F: 2 clusters Score -5799624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5774370.500000 Penalty: 5223.151855
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5788514 nChanged 2012
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Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5789799 nChanged 1972
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Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5798464 nChanged 242
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5798742 nChanged 94
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5798814 nChanged 48
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5798848 nChanged 12
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5798862 nChanged 13
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5798900 nChanged 2
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	Iteration 58Q: 3 clusters Score -5798900 nChanged 3
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	Iteration 60F: 3 clusters Score -5798900 nChanged 2
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	Iteration 61Q: 3 clusters Score -5798892 nChanged 4
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5798898 nChanged 4
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5798888 nChanged 4
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5798890 nChanged 5
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5798890 nChanged 5
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5798896 nChanged 20
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5798904 nChanged 26
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	Iteration 79Q: 3 clusters Score -5798912 nChanged 23
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	Iteration 83Q: 3 clusters Score -5798938 nChanged 36
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Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5799026 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5799042 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5799062 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5799058 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5799060 nChanged 74
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Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5799073 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5799093 nChanged 84
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Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5799109 nChanged 77
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Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5799120.500000 Penalty: 5223.151855
	Iteration 100F: 3 clusters Score -5799120 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5799119 nChanged 78
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Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -5799142.500000 Penalty: 5223.151855
	Iteration 102Q: 3 clusters Score -5799142 nChanged 74
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Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5799144 nChanged 90
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Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5799167 nChanged 120
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Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5799200 nChanged 130
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Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -5799222.500000 Penalty: 5223.151855
	Iteration 106Q: 3 clusters Score -5799222 nChanged 143
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Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5799251.500000 Penalty: 5223.151855
	Iteration 107Q: 3 clusters Score -5799252 nChanged 157
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Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5799288 nChanged 183
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Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5799363 nChanged 205
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Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5799474 nChanged 208
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Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5799530 nChanged 246
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Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5799622 nChanged 268
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Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5799716 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5799842 nChanged 341
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Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5799966 nChanged 371
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Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5800134 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5800248 nChanged 383
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Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5800424 nChanged 412
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Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5800548 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5800716 nChanged 427
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Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5800878 nChanged 382
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5801020 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5801179 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5801300 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5801420 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5801530 nChanged 330
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Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5801624 nChanged 279
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Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5801698 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5801772 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5801794 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5801833.500000 Penalty: 5223.151855
	Iteration 131Q: 3 clusters Score -5801834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5801873.000000 Penalty: 5223.151855
	Iteration 132Q: 3 clusters Score -5801873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5801912.500000 Penalty: 5223.151855
	Iteration 133Q: 3 clusters Score -5801912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5801931.500000 Penalty: 5223.151855
	Iteration 134Q: 3 clusters Score -5801932 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5801952.500000 Penalty: 5223.151855
	Iteration 135Q: 3 clusters Score -5801952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5801987.000000 Penalty: 5223.151855
	Iteration 136Q: 3 clusters Score -5801987 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5802019.500000 Penalty: 5223.151855
	Iteration 137Q: 3 clusters Score -5802020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5802040.500000 Penalty: 5223.151855
	Iteration 138Q: 3 clusters Score -5802040 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5802084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5802121.500000 Penalty: 5223.151855
	Iteration 140F: 3 clusters Score -5802122 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5802144 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5802156.000000 Penalty: 5223.151855
	Iteration 142Q: 3 clusters Score -5802156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5802185.000000 Penalty: 5223.151855
	Iteration 143Q: 3 clusters Score -5802185 nChanged 158
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Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5802217.500000 Penalty: 5223.151855
	Iteration 144Q: 3 clusters Score -5802218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5802248 nChanged 177
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Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5802312 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5802381.500000 Penalty: 5223.151855
	Iteration 147Q: 3 clusters Score -5802382 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5802396 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5802461.500000 Penalty: 5223.151855
	Iteration 149Q: 3 clusters Score -5802462 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5802538.000000 Penalty: 5223.151855
	Iteration 150Q: 3 clusters Score -5802538 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -5802642.000000 Penalty: 5223.151855
	Iteration 151Q: 3 clusters Score -5802642 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -5802702.500000 Penalty: 5223.151855
	Iteration 152Q: 3 clusters Score -5802702 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -5802789.000000 Penalty: 5223.151855
	Iteration 153Q: 3 clusters Score -5802789 nChanged 237
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Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -5802852.000000 Penalty: 5223.151855
	Iteration 154Q: 3 clusters Score -5802852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5802907.000000 Penalty: 5223.151855
	Iteration 155Q: 3 clusters Score -5802907 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5802921.000000 Penalty: 5223.151855
	Iteration 156Q: 3 clusters Score -5802921 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5802976.000000 Penalty: 5223.151855
	Iteration 157Q: 3 clusters Score -5802976 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5803004.000000 Penalty: 5223.151855
	Iteration 158Q: 3 clusters Score -5803004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5803015.000000 Penalty: 5223.151855
	Iteration 159Q: 3 clusters Score -5803015 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5803021.000000 Penalty: 5223.151855
	Iteration 160F: 3 clusters Score -5803021 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5803029.500000 Penalty: 5223.151855
	Iteration 161Q: 3 clusters Score -5803030 nChanged 68
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Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5803029.500000 Penalty: 5223.151855
	Iteration 162Q: 3 clusters Score -5803030 nChanged 78
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Mstep: Class 1 contains 18765 members 
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Entering Unmasked Estep 
Score: -5803016.000000 Penalty: 5223.151855
	Iteration 163Q: 3 clusters Score -5803016 nChanged 63
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Mstep: Class 1 contains 18702 members 
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Entering Unmasked Estep 
Score: -5803026.000000 Penalty: 5223.151855
	Iteration 164Q: 3 clusters Score -5803026 nChanged 48
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Mstep: Class 1 contains 18654 members 
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Entering Unmasked Estep 
Score: -5803012.000000 Penalty: 5223.151855
	Iteration 165Q: 3 clusters Score -5803012 nChanged 39
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Mstep: Class 1 contains 18615 members 
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Entering Unmasked Estep 
Score: -5803023.500000 Penalty: 5223.151855
	Iteration 166Q: 3 clusters Score -5803024 nChanged 41
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Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5803024 nChanged 38
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Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5803034.000000 Penalty: 5223.151855
	Iteration 168Q: 3 clusters Score -5803034 nChanged 39
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Mstep: Class 1 contains 18497 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5803034 nChanged 29
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Entering Unmasked Estep 
Score: -5803041.000000 Penalty: 5223.151855
	Iteration 170Q: 3 clusters Score -5803041 nChanged 19
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Mstep: Class 1 contains 18449 members 
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Entering Unmasked Estep 
Score: -5803036.000000 Penalty: 5223.151855
	Iteration 171Q: 3 clusters Score -5803036 nChanged 19
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Entering Unmasked Estep 
Score: -5803032.000000 Penalty: 5223.151855
	Iteration 172Q: 3 clusters Score -5803032 nChanged 18
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Entering Unmasked Estep 
Score: -5803030.000000 Penalty: 5223.151855
	Iteration 173Q: 3 clusters Score -5803030 nChanged 17
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Mstep: Class 1 contains 18395 members 
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Entering Unmasked Estep 
Score: -5803037.500000 Penalty: 5223.151855
	Iteration 174Q: 3 clusters Score -5803038 nChanged 17
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Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5803045.500000 Penalty: 5223.151855
	Iteration 175Q: 3 clusters Score -5803046 nChanged 15
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Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5803046.500000 Penalty: 5223.151855
	Iteration 176Q: 3 clusters Score -5803046 nChanged 18
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Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5803060.000000 Penalty: 5223.151855
	Iteration 177Q: 3 clusters Score -5803060 nChanged 8
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Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5803065.500000 Penalty: 5223.151855
	Iteration 178Q: 3 clusters Score -5803066 nChanged 6
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Mstep: Class 1 contains 18331 members 
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Entering Unmasked Estep 
Score: -5803071.000000 Penalty: 5223.151855
	Iteration 179Q: 3 clusters Score -5803071 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
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Entering Unmasked Estep 
Score: -5803070.500000 Penalty: 5223.151855
	Iteration 180F: 3 clusters Score -5803070 nChanged 2
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Mstep: Class 1 contains 18322 members 
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Entering Unmasked Estep 
Score: -5803069.000000 Penalty: 5223.151855
	Iteration 181Q: 3 clusters Score -5803069 nChanged 2
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Mstep: Class 1 contains 18320 members 
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Entering Unmasked Estep 
Score: -5803065.500000 Penalty: 5223.151855
	Iteration 182Q: 3 clusters Score -5803066 nChanged 3
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Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5803070.500000 Penalty: 5223.151855
	Iteration 183Q: 3 clusters Score -5803070 nChanged 2
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Mstep: Class 1 contains 18315 members 
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Entering Unmasked Estep 
Score: -5803069.500000 Penalty: 5223.151855
	Iteration 184Q: 3 clusters Score -5803070 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5803071.000000 Penalty: 5223.151855
	Iteration 185Q: 3 clusters Score -5803071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5803081.000000 Penalty: 5223.151855
	Iteration 186Q: 3 clusters Score -5803081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5803084.500000 Penalty: 5223.151855
	Iteration 187Q: 3 clusters Score -5803084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5803080.500000 Penalty: 5223.151855
	Iteration 188Q: 3 clusters Score -5803080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5803074.500000 Penalty: 5223.151855
	Iteration 189Q: 3 clusters Score -5803074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5803075.000000 Penalty: 5223.151855
	Iteration 190Q: 3 clusters Score -5803075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5803075.000000 Penalty: 5223.151855
	Iteration 191Q: 3 clusters Score -5803075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5803077.500000 Penalty: 5223.151855
	Iteration 192Q: 3 clusters Score -5803078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5803077.500000 Penalty: 5223.151855
	Iteration 193Q: 3 clusters Score -5803078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5803076.000000 Penalty: 5223.151855
	Iteration 194Q: 3 clusters Score -5803076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5803075.000000 Penalty: 5223.151855
	Iteration 195Q: 3 clusters Score -5803075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5803074.500000 Penalty: 5223.151855
	Iteration 196Q: 3 clusters Score -5803074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5803074.500000 Penalty: 5223.151855
	Iteration 197F: 3 clusters Score -5803074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 18275 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 11730 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 27720 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 8127 members 
Mstep: Class 42 contains 19167 members 
Entering Unmasked Estep 
Score: -120382872.000000 Penalty: 141521.562500
Splitting cluster 23 changes total score from -120369936.000000 to -120382872.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -33664.261719 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -33664.26 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: -32594.677734 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -32594.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32829.996094 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -32830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32935.058594 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -32935.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33007.742188 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -33007.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33105.804688 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -33105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33179.101562 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -33179.1 nChanged 6
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: -33268.035156 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -33268.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33288.644531 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -33288.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33292.707031 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -33292.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33294.769531 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -33294.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33306.089844 Penalty: 2864.177490
	Iteration 10F: 3 clusters Score -33306.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33419.992188 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -33419.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33434.457031 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -33434.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33443.273438 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -33443.27 nChanged 1
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: -33447.667969 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -33447.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33451.070312 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -33451.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33451.070312 Penalty: 2864.177490
	Iteration 16F: 3 clusters Score -33451.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -1292208.875000 Penalty: 2247.968506
	Iteration 0F: 2 clusters Score -1292209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1285346.000000 Penalty: 4495.937012
	Iteration 0F: 3 clusters Score -1285346 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1287474.500000 Penalty: 4495.937012
	Iteration 1F: 3 clusters Score -1287474 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1288039.625000 Penalty: 4495.937012
	Iteration 2F: 3 clusters Score -1288040 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1288646.500000 Penalty: 4495.937012
	Iteration 3F: 3 clusters Score -1288646 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1289337.375000 Penalty: 4495.937012
	Iteration 4F: 3 clusters Score -1289337 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1289986.750000 Penalty: 4495.937012
	Iteration 5F: 3 clusters Score -1289987 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1290432.375000 Penalty: 4495.937012
	Iteration 6F: 3 clusters Score -1290432 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1290718.875000 Penalty: 4495.937012
	Iteration 7Q: 3 clusters Score -1290719 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1290930.625000 Penalty: 4495.937012
	Iteration 8Q: 3 clusters Score -1290931 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1291050.125000 Penalty: 4495.937012
	Iteration 9Q: 3 clusters Score -1291050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1291145.000000 Penalty: 4495.937012
	Iteration 10Q: 3 clusters Score -1291145 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1291228.625000 Penalty: 4495.937012
	Iteration 11Q: 3 clusters Score -1291229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1291277.000000 Penalty: 4495.937012
	Iteration 12Q: 3 clusters Score -1291277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1291315.000000 Penalty: 4495.937012
	Iteration 13Q: 3 clusters Score -1291315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1291330.000000 Penalty: 4495.937012
	Iteration 14Q: 3 clusters Score -1291330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1291346.625000 Penalty: 4495.937012
	Iteration 15Q: 3 clusters Score -1291347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1291357.125000 Penalty: 4495.937012
	Iteration 16Q: 3 clusters Score -1291357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1291362.500000 Penalty: 4495.937012
	Iteration 17Q: 3 clusters Score -1291362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1291373.000000 Penalty: 4495.937012
	Iteration 18Q: 3 clusters Score -1291373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1291377.750000 Penalty: 4495.937012
	Iteration 19Q: 3 clusters Score -1291378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1291379.625000 Penalty: 4495.937012
	Iteration 20F: 3 clusters Score -1291380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1291382.250000 Penalty: 4495.937012
	Iteration 21Q: 3 clusters Score -1291382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1291382.750000 Penalty: 4495.937012
	Iteration 22Q: 3 clusters Score -1291383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1291384.125000 Penalty: 4495.937012
	Iteration 23Q: 3 clusters Score -1291384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1291385.625000 Penalty: 4495.937012
	Iteration 24Q: 3 clusters Score -1291386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1291389.000000 Penalty: 4495.937012
	Iteration 25Q: 3 clusters Score -1291389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1291389.500000 Penalty: 4495.937012
	Iteration 26Q: 3 clusters Score -1291390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1291390.625000 Penalty: 4495.937012
	Iteration 27Q: 3 clusters Score -1291391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1291389.625000 Penalty: 4495.937012
	Iteration 28Q: 3 clusters Score -1291390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1291390.875000 Penalty: 4495.937012
	Iteration 29Q: 3 clusters Score -1291391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1291392.375000 Penalty: 4495.937012
	Iteration 30Q: 3 clusters Score -1291392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1291391.875000 Penalty: 4495.937012
	Iteration 31Q: 3 clusters Score -1291392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1291389.125000 Penalty: 4495.937012
	Iteration 32Q: 3 clusters Score -1291389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1291391.250000 Penalty: 4495.937012
	Iteration 33Q: 3 clusters Score -1291391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1291391.250000 Penalty: 4495.937012
	Iteration 34F: 3 clusters Score -1291391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Entering Unmasked Estep 
Score: -1618883.250000 Penalty: 2304.807373
	Iteration 0F: 2 clusters Score -1618883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1610744.875000 Penalty: 4609.614746
	Iteration 0F: 3 clusters Score -1610745 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1613431.625000 Penalty: 4609.614746
	Iteration 1F: 3 clusters Score -1613432 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1614150.875000 Penalty: 4609.614746
	Iteration 2F: 3 clusters Score -1614151 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1614777.500000 Penalty: 4609.614746
	Iteration 3F: 3 clusters Score -1614778 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1615351.750000 Penalty: 4609.614746
	Iteration 4F: 3 clusters Score -1615352 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1615810.750000 Penalty: 4609.614746
	Iteration 5F: 3 clusters Score -1615811 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1616134.625000 Penalty: 4609.614746
	Iteration 6Q: 3 clusters Score -1616135 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1616382.625000 Penalty: 4609.614746
	Iteration 7Q: 3 clusters Score -1616383 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1616554.000000 Penalty: 4609.614746
	Iteration 8Q: 3 clusters Score -1616554 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1616723.500000 Penalty: 4609.614746
	Iteration 9Q: 3 clusters Score -1616724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1616863.375000 Penalty: 4609.614746
	Iteration 10Q: 3 clusters Score -1616863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1616944.125000 Penalty: 4609.614746
	Iteration 11Q: 3 clusters Score -1616944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1617003.750000 Penalty: 4609.614746
	Iteration 12Q: 3 clusters Score -1617004 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1617054.750000 Penalty: 4609.614746
	Iteration 13Q: 3 clusters Score -1617055 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1617098.250000 Penalty: 4609.614746
	Iteration 14Q: 3 clusters Score -1617098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1617135.625000 Penalty: 4609.614746
	Iteration 15Q: 3 clusters Score -1617136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1617163.375000 Penalty: 4609.614746
	Iteration 16Q: 3 clusters Score -1617163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1617199.875000 Penalty: 4609.614746
	Iteration 17Q: 3 clusters Score -1617200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1617215.875000 Penalty: 4609.614746
	Iteration 18Q: 3 clusters Score -1617216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1617238.625000 Penalty: 4609.614746
	Iteration 19Q: 3 clusters Score -1617239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1617256.625000 Penalty: 4609.614746
	Iteration 20F: 3 clusters Score -1617257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1617274.250000 Penalty: 4609.614746
	Iteration 21Q: 3 clusters Score -1617274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1617290.000000 Penalty: 4609.614746
	Iteration 22Q: 3 clusters Score -1617290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1617301.375000 Penalty: 4609.614746
	Iteration 23Q: 3 clusters Score -1617301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1617315.625000 Penalty: 4609.614746
	Iteration 24Q: 3 clusters Score -1617316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1617332.000000 Penalty: 4609.614746
	Iteration 25Q: 3 clusters Score -1617332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1617352.500000 Penalty: 4609.614746
	Iteration 26Q: 3 clusters Score -1617352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1617361.875000 Penalty: 4609.614746
	Iteration 27Q: 3 clusters Score -1617362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1617377.000000 Penalty: 4609.614746
	Iteration 28Q: 3 clusters Score -1617377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1617396.000000 Penalty: 4609.614746
	Iteration 29Q: 3 clusters Score -1617396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1617425.500000 Penalty: 4609.614746
	Iteration 30Q: 3 clusters Score -1617426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1617439.000000 Penalty: 4609.614746
	Iteration 31Q: 3 clusters Score -1617439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1617453.500000 Penalty: 4609.614746
	Iteration 32Q: 3 clusters Score -1617454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1617470.875000 Penalty: 4609.614746
	Iteration 33Q: 3 clusters Score -1617471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1617486.125000 Penalty: 4609.614746
	Iteration 34Q: 3 clusters Score -1617486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1617494.875000 Penalty: 4609.614746
	Iteration 35Q: 3 clusters Score -1617495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1617504.250000 Penalty: 4609.614746
	Iteration 36Q: 3 clusters Score -1617504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1617512.375000 Penalty: 4609.614746
	Iteration 37Q: 3 clusters Score -1617512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1617515.375000 Penalty: 4609.614746
	Iteration 38Q: 3 clusters Score -1617515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1617522.500000 Penalty: 4609.614746
	Iteration 39Q: 3 clusters Score -1617522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1617529.125000 Penalty: 4609.614746
	Iteration 40F: 3 clusters Score -1617529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1617533.750000 Penalty: 4609.614746
	Iteration 41Q: 3 clusters Score -1617534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1617532.875000 Penalty: 4609.614746
	Iteration 42Q: 3 clusters Score -1617533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1617536.000000 Penalty: 4609.614746
	Iteration 43Q: 3 clusters Score -1617536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1617537.375000 Penalty: 4609.614746
	Iteration 44Q: 3 clusters Score -1617537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1617541.500000 Penalty: 4609.614746
	Iteration 45Q: 3 clusters Score -1617542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1617538.250000 Penalty: 4609.614746
	Iteration 46Q: 3 clusters Score -1617538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1617538.750000 Penalty: 4609.614746
	Iteration 47Q: 3 clusters Score -1617539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1617540.125000 Penalty: 4609.614746
	Iteration 48Q: 3 clusters Score -1617540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1617540.500000 Penalty: 4609.614746
	Iteration 49Q: 3 clusters Score -1617540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1617544.000000 Penalty: 4609.614746
	Iteration 50Q: 3 clusters Score -1617544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1617542.625000 Penalty: 4609.614746
	Iteration 51Q: 3 clusters Score -1617543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1617544.875000 Penalty: 4609.614746
	Iteration 52Q: 3 clusters Score -1617545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1617544.875000 Penalty: 4609.614746
	Iteration 53F: 3 clusters Score -1617545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Entering Unmasked Estep 
Score: -3507497.000000 Penalty: 2484.888916
	Iteration 0F: 2 clusters Score -3507497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3491852.750000 Penalty: 4969.777832
	Iteration 0F: 3 clusters Score -3491853 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3497374.250000 Penalty: 4969.777832
	Iteration 1F: 3 clusters Score -3497374 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3498196.500000 Penalty: 4969.777832
	Iteration 2F: 3 clusters Score -3498196 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3499078.750000 Penalty: 4969.777832
	Iteration 3F: 3 clusters Score -3499079 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3499869.500000 Penalty: 4969.777832
	Iteration 4F: 3 clusters Score -3499870 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3500557.250000 Penalty: 4969.777832
	Iteration 5F: 3 clusters Score -3500557 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3501178.750000 Penalty: 4969.777832
	Iteration 6F: 3 clusters Score -3501179 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3501716.250000 Penalty: 4969.777832
	Iteration 7Q: 3 clusters Score -3501716 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3502151.000000 Penalty: 4969.777832
	Iteration 8Q: 3 clusters Score -3502151 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3502581.500000 Penalty: 4969.777832
	Iteration 9Q: 3 clusters Score -3502582 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3502911.500000 Penalty: 4969.777832
	Iteration 10Q: 3 clusters Score -3502912 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3503223.500000 Penalty: 4969.777832
	Iteration 11Q: 3 clusters Score -3503224 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3503520.000000 Penalty: 4969.777832
	Iteration 12Q: 3 clusters Score -3503520 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3503760.000000 Penalty: 4969.777832
	Iteration 13Q: 3 clusters Score -3503760 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3503971.750000 Penalty: 4969.777832
	Iteration 14Q: 3 clusters Score -3503972 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3504177.750000 Penalty: 4969.777832
	Iteration 15Q: 3 clusters Score -3504178 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3504313.750000 Penalty: 4969.777832
	Iteration 16Q: 3 clusters Score -3504314 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3504478.500000 Penalty: 4969.777832
	Iteration 17Q: 3 clusters Score -3504478 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3504596.250000 Penalty: 4969.777832
	Iteration 18Q: 3 clusters Score -3504596 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3504698.500000 Penalty: 4969.777832
	Iteration 19Q: 3 clusters Score -3504698 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3504789.250000 Penalty: 4969.777832
	Iteration 20F: 3 clusters Score -3504789 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3504872.500000 Penalty: 4969.777832
	Iteration 21Q: 3 clusters Score -3504872 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3504954.500000 Penalty: 4969.777832
	Iteration 22Q: 3 clusters Score -3504954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3505033.250000 Penalty: 4969.777832
	Iteration 23Q: 3 clusters Score -3505033 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3505116.500000 Penalty: 4969.777832
	Iteration 24Q: 3 clusters Score -3505116 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3505198.000000 Penalty: 4969.777832
	Iteration 25Q: 3 clusters Score -3505198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3505273.250000 Penalty: 4969.777832
	Iteration 26Q: 3 clusters Score -3505273 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3505346.500000 Penalty: 4969.777832
	Iteration 27Q: 3 clusters Score -3505346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3505423.750000 Penalty: 4969.777832
	Iteration 28Q: 3 clusters Score -3505424 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3505501.500000 Penalty: 4969.777832
	Iteration 29Q: 3 clusters Score -3505502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3505591.250000 Penalty: 4969.777832
	Iteration 30Q: 3 clusters Score -3505591 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3505711.250000 Penalty: 4969.777832
	Iteration 31Q: 3 clusters Score -3505711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3505814.250000 Penalty: 4969.777832
	Iteration 32Q: 3 clusters Score -3505814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3505906.500000 Penalty: 4969.777832
	Iteration 33Q: 3 clusters Score -3505906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3506024.500000 Penalty: 4969.777832
	Iteration 34Q: 3 clusters Score -3506024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3506099.750000 Penalty: 4969.777832
	Iteration 35Q: 3 clusters Score -3506100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3506179.250000 Penalty: 4969.777832
	Iteration 36Q: 3 clusters Score -3506179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3506239.750000 Penalty: 4969.777832
	Iteration 37Q: 3 clusters Score -3506240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3506319.250000 Penalty: 4969.777832
	Iteration 38Q: 3 clusters Score -3506319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3506374.000000 Penalty: 4969.777832
	Iteration 39Q: 3 clusters Score -3506374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3506405.500000 Penalty: 4969.777832
	Iteration 40F: 3 clusters Score -3506406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3506432.750000 Penalty: 4969.777832
	Iteration 41Q: 3 clusters Score -3506433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3506445.500000 Penalty: 4969.777832
	Iteration 42Q: 3 clusters Score -3506446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3506459.000000 Penalty: 4969.777832
	Iteration 43Q: 3 clusters Score -3506459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3506469.250000 Penalty: 4969.777832
	Iteration 44Q: 3 clusters Score -3506469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3506476.750000 Penalty: 4969.777832
	Iteration 45Q: 3 clusters Score -3506477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3506479.250000 Penalty: 4969.777832
	Iteration 46Q: 3 clusters Score -3506479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3506502.500000 Penalty: 4969.777832
	Iteration 47Q: 3 clusters Score -3506502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3506505.250000 Penalty: 4969.777832
	Iteration 48Q: 3 clusters Score -3506505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3506505.000000 Penalty: 4969.777832
	Iteration 49Q: 3 clusters Score -3506505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3506512.750000 Penalty: 4969.777832
	Iteration 50Q: 3 clusters Score -3506513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3506520.000000 Penalty: 4969.777832
	Iteration 51Q: 3 clusters Score -3506520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3506526.000000 Penalty: 4969.777832
	Iteration 52Q: 3 clusters Score -3506526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3506527.750000 Penalty: 4969.777832
	Iteration 53Q: 3 clusters Score -3506528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3506536.750000 Penalty: 4969.777832
	Iteration 54Q: 3 clusters Score -3506537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3506529.750000 Penalty: 4969.777832
	Iteration 55Q: 3 clusters Score -3506530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3506527.000000 Penalty: 4969.777832
	Iteration 56Q: 3 clusters Score -3506527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3506528.250000 Penalty: 4969.777832
	Iteration 57Q: 3 clusters Score -3506528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3506526.750000 Penalty: 4969.777832
	Iteration 58Q: 3 clusters Score -3506527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3506527.500000 Penalty: 4969.777832
	Iteration 59Q: 3 clusters Score -3506528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3506527.750000 Penalty: 4969.777832
	Iteration 60F: 3 clusters Score -3506528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3506529.500000 Penalty: 4969.777832
	Iteration 61Q: 3 clusters Score -3506530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3506528.750000 Penalty: 4969.777832
	Iteration 62Q: 3 clusters Score -3506529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3506528.500000 Penalty: 4969.777832
	Iteration 63Q: 3 clusters Score -3506528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3506529.250000 Penalty: 4969.777832
	Iteration 64Q: 3 clusters Score -3506529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3506533.250000 Penalty: 4969.777832
	Iteration 65Q: 3 clusters Score -3506533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3506537.250000 Penalty: 4969.777832
	Iteration 66Q: 3 clusters Score -3506537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3506538.250000 Penalty: 4969.777832
	Iteration 67Q: 3 clusters Score -3506538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3506544.000000 Penalty: 4969.777832
	Iteration 68Q: 3 clusters Score -3506544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3506545.250000 Penalty: 4969.777832
	Iteration 69Q: 3 clusters Score -3506545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3506545.500000 Penalty: 4969.777832
	Iteration 70Q: 3 clusters Score -3506546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3506545.000000 Penalty: 4969.777832
	Iteration 71Q: 3 clusters Score -3506545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3506546.000000 Penalty: 4969.777832
	Iteration 72Q: 3 clusters Score -3506546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3506550.750000 Penalty: 4969.777832
	Iteration 73Q: 3 clusters Score -3506551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3506547.750000 Penalty: 4969.777832
	Iteration 74Q: 3 clusters Score -3506548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3506548.750000 Penalty: 4969.777832
	Iteration 75Q: 3 clusters Score -3506549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3506547.000000 Penalty: 4969.777832
	Iteration 76Q: 3 clusters Score -3506547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3506544.250000 Penalty: 4969.777832
	Iteration 77Q: 3 clusters Score -3506544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3506545.500000 Penalty: 4969.777832
	Iteration 78Q: 3 clusters Score -3506546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3506548.000000 Penalty: 4969.777832
	Iteration 79Q: 3 clusters Score -3506548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3506545.000000 Penalty: 4969.777832
	Iteration 80F: 3 clusters Score -3506545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3506543.500000 Penalty: 4969.777832
	Iteration 81Q: 3 clusters Score -3506544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3506543.500000 Penalty: 4969.777832
	Iteration 82F: 3 clusters Score -3506544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1487945.750000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1487946 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 5043 members 
Entering Unmasked Estep 
Score: -1480342.375000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1480342 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1482882.375000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1482882 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1483683.750000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1483684 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1484492.875000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1484493 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1485186.750000 Penalty: 4569.666016
	Iteration 4F: 3 clusters Score -1485187 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1485761.875000 Penalty: 4569.666016
	Iteration 5F: 3 clusters Score -1485762 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1486328.750000 Penalty: 4569.666016
	Iteration 6F: 3 clusters Score -1486329 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1486872.750000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1486873 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1487261.250000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1487261 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1487436.250000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1487436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1487516.625000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1487517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1487558.000000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1487558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1487578.875000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1487579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1487595.625000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1487596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1487603.625000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1487604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1487611.625000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1487612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1487617.750000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1487618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1487623.250000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1487623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1487626.250000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1487626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1487628.375000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1487628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1487629.125000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1487629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1487631.125000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1487631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1487628.250000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1487628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1487628.750000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1487629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1487627.500000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1487628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1487628.625000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1487629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1487628.625000 Penalty: 4569.666016
	Iteration 26F: 3 clusters Score -1487629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -921513.812500 Penalty: 2167.126953
	Iteration 0F: 2 clusters Score -921513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -916163.687500 Penalty: 4334.253906
	Iteration 0F: 3 clusters Score -916163.7 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -917660.250000 Penalty: 4334.253906
	Iteration 1F: 3 clusters Score -917660.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -917972.000000 Penalty: 4334.253906
	Iteration 2F: 3 clusters Score -917972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -918161.437500 Penalty: 4334.253906
	Iteration 3F: 3 clusters Score -918161.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -918309.875000 Penalty: 4334.253906
	Iteration 4Q: 3 clusters Score -918309.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -918430.062500 Penalty: 4334.253906
	Iteration 5Q: 3 clusters Score -918430.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -918537.312500 Penalty: 4334.253906
	Iteration 6Q: 3 clusters Score -918537.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -918647.000000 Penalty: 4334.253906
	Iteration 7Q: 3 clusters Score -918647 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -918760.437500 Penalty: 4334.253906
	Iteration 8Q: 3 clusters Score -918760.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -918843.250000 Penalty: 4334.253906
	Iteration 9Q: 3 clusters Score -918843.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -918918.062500 Penalty: 4334.253906
	Iteration 10Q: 3 clusters Score -918918.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -918983.500000 Penalty: 4334.253906
	Iteration 11Q: 3 clusters Score -918983.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -919028.187500 Penalty: 4334.253906
	Iteration 12Q: 3 clusters Score -919028.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -919071.000000 Penalty: 4334.253906
	Iteration 13Q: 3 clusters Score -919071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -919114.125000 Penalty: 4334.253906
	Iteration 14Q: 3 clusters Score -919114.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -919160.687500 Penalty: 4334.253906
	Iteration 15Q: 3 clusters Score -919160.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -919199.187500 Penalty: 4334.253906
	Iteration 16Q: 3 clusters Score -919199.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -919229.937500 Penalty: 4334.253906
	Iteration 17Q: 3 clusters Score -919229.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -919249.812500 Penalty: 4334.253906
	Iteration 18Q: 3 clusters Score -919249.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -919266.875000 Penalty: 4334.253906
	Iteration 19Q: 3 clusters Score -919266.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -919278.750000 Penalty: 4334.253906
	Iteration 20F: 3 clusters Score -919278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -919290.562500 Penalty: 4334.253906
	Iteration 21Q: 3 clusters Score -919290.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -919304.437500 Penalty: 4334.253906
	Iteration 22Q: 3 clusters Score -919304.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -919317.187500 Penalty: 4334.253906
	Iteration 23Q: 3 clusters Score -919317.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -919335.062500 Penalty: 4334.253906
	Iteration 24Q: 3 clusters Score -919335.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -919348.750000 Penalty: 4334.253906
	Iteration 25Q: 3 clusters Score -919348.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -919358.625000 Penalty: 4334.253906
	Iteration 26Q: 3 clusters Score -919358.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -919374.437500 Penalty: 4334.253906
	Iteration 27Q: 3 clusters Score -919374.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -919388.375000 Penalty: 4334.253906
	Iteration 28Q: 3 clusters Score -919388.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -919400.750000 Penalty: 4334.253906
	Iteration 29Q: 3 clusters Score -919400.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -919413.187500 Penalty: 4334.253906
	Iteration 30Q: 3 clusters Score -919413.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -919427.187500 Penalty: 4334.253906
	Iteration 31Q: 3 clusters Score -919427.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -919434.125000 Penalty: 4334.253906
	Iteration 32Q: 3 clusters Score -919434.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -919448.437500 Penalty: 4334.253906
	Iteration 33Q: 3 clusters Score -919448.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -919459.125000 Penalty: 4334.253906
	Iteration 34Q: 3 clusters Score -919459.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -919465.500000 Penalty: 4334.253906
	Iteration 35Q: 3 clusters Score -919465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -919471.812500 Penalty: 4334.253906
	Iteration 36Q: 3 clusters Score -919471.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -919481.812500 Penalty: 4334.253906
	Iteration 37Q: 3 clusters Score -919481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -919491.937500 Penalty: 4334.253906
	Iteration 38Q: 3 clusters Score -919491.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -919500.562500 Penalty: 4334.253906
	Iteration 39Q: 3 clusters Score -919500.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -919515.437500 Penalty: 4334.253906
	Iteration 40F: 3 clusters Score -919515.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -919532.625000 Penalty: 4334.253906
	Iteration 41Q: 3 clusters Score -919532.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -919554.250000 Penalty: 4334.253906
	Iteration 42Q: 3 clusters Score -919554.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -919566.437500 Penalty: 4334.253906
	Iteration 43Q: 3 clusters Score -919566.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -919578.875000 Penalty: 4334.253906
	Iteration 44Q: 3 clusters Score -919578.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -919588.687500 Penalty: 4334.253906
	Iteration 45Q: 3 clusters Score -919588.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -919605.687500 Penalty: 4334.253906
	Iteration 46Q: 3 clusters Score -919605.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -919619.937500 Penalty: 4334.253906
	Iteration 47Q: 3 clusters Score -919619.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -919643.000000 Penalty: 4334.253906
	Iteration 48Q: 3 clusters Score -919643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -919665.625000 Penalty: 4334.253906
	Iteration 49Q: 3 clusters Score -919665.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -919693.375000 Penalty: 4334.253906
	Iteration 50Q: 3 clusters Score -919693.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -919718.000000 Penalty: 4334.253906
	Iteration 51Q: 3 clusters Score -919718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -919746.562500 Penalty: 4334.253906
	Iteration 52Q: 3 clusters Score -919746.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -919772.750000 Penalty: 4334.253906
	Iteration 53Q: 3 clusters Score -919772.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -919802.437500 Penalty: 4334.253906
	Iteration 54Q: 3 clusters Score -919802.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -919828.625000 Penalty: 4334.253906
	Iteration 55Q: 3 clusters Score -919828.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -919852.312500 Penalty: 4334.253906
	Iteration 56Q: 3 clusters Score -919852.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -919876.625000 Penalty: 4334.253906
	Iteration 57Q: 3 clusters Score -919876.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -919892.375000 Penalty: 4334.253906
	Iteration 58Q: 3 clusters Score -919892.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -919901.937500 Penalty: 4334.253906
	Iteration 59Q: 3 clusters Score -919901.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -919908.250000 Penalty: 4334.253906
	Iteration 60F: 3 clusters Score -919908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -919915.750000 Penalty: 4334.253906
	Iteration 61Q: 3 clusters Score -919915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -919922.750000 Penalty: 4334.253906
	Iteration 62Q: 3 clusters Score -919922.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -919927.062500 Penalty: 4334.253906
	Iteration 63Q: 3 clusters Score -919927.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -919932.875000 Penalty: 4334.253906
	Iteration 64Q: 3 clusters Score -919932.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -919938.312500 Penalty: 4334.253906
	Iteration 65Q: 3 clusters Score -919938.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -919941.062500 Penalty: 4334.253906
	Iteration 66Q: 3 clusters Score -919941.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -919942.687500 Penalty: 4334.253906
	Iteration 67Q: 3 clusters Score -919942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -919947.250000 Penalty: 4334.253906
	Iteration 68Q: 3 clusters Score -919947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -919949.875000 Penalty: 4334.253906
	Iteration 69Q: 3 clusters Score -919949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -919951.687500 Penalty: 4334.253906
	Iteration 70Q: 3 clusters Score -919951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -919951.062500 Penalty: 4334.253906
	Iteration 71Q: 3 clusters Score -919951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -919958.000000 Penalty: 4334.253906
	Iteration 72Q: 3 clusters Score -919958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -919958.625000 Penalty: 4334.253906
	Iteration 73Q: 3 clusters Score -919958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -919960.625000 Penalty: 4334.253906
	Iteration 74Q: 3 clusters Score -919960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -919961.937500 Penalty: 4334.253906
	Iteration 75Q: 3 clusters Score -919961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -919963.750000 Penalty: 4334.253906
	Iteration 76Q: 3 clusters Score -919963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -919966.187500 Penalty: 4334.253906
	Iteration 77Q: 3 clusters Score -919966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -919969.375000 Penalty: 4334.253906
	Iteration 78Q: 3 clusters Score -919969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -919969.937500 Penalty: 4334.253906
	Iteration 79Q: 3 clusters Score -919969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -919969.937500 Penalty: 4334.253906
	Iteration 80F: 3 clusters Score -919969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -919972.687500 Penalty: 4334.253906
	Iteration 81Q: 3 clusters Score -919972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -919974.312500 Penalty: 4334.253906
	Iteration 82Q: 3 clusters Score -919974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -919975.062500 Penalty: 4334.253906
	Iteration 83Q: 3 clusters Score -919975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -919976.125000 Penalty: 4334.253906
	Iteration 84Q: 3 clusters Score -919976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -919976.875000 Penalty: 4334.253906
	Iteration 85Q: 3 clusters Score -919976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -919978.000000 Penalty: 4334.253906
	Iteration 86Q: 3 clusters Score -919978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -919979.875000 Penalty: 4334.253906
	Iteration 87Q: 3 clusters Score -919979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -919981.187500 Penalty: 4334.253906
	Iteration 88Q: 3 clusters Score -919981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -919983.875000 Penalty: 4334.253906
	Iteration 89Q: 3 clusters Score -919983.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -919985.875000 Penalty: 4334.253906
	Iteration 90Q: 3 clusters Score -919985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -919992.687500 Penalty: 4334.253906
	Iteration 91Q: 3 clusters Score -919992.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -919997.125000 Penalty: 4334.253906
	Iteration 92Q: 3 clusters Score -919997.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -920000.750000 Penalty: 4334.253906
	Iteration 93Q: 3 clusters Score -920000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -920006.937500 Penalty: 4334.253906
	Iteration 94Q: 3 clusters Score -920006.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -920017.375000 Penalty: 4334.253906
	Iteration 95Q: 3 clusters Score -920017.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -920032.375000 Penalty: 4334.253906
	Iteration 96Q: 3 clusters Score -920032.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -920067.437500 Penalty: 4334.253906
	Iteration 97Q: 3 clusters Score -920067.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -920103.375000 Penalty: 4334.253906
	Iteration 98Q: 3 clusters Score -920103.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -920142.250000 Penalty: 4334.253906
	Iteration 99Q: 3 clusters Score -920142.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -920183.750000 Penalty: 4334.253906
	Iteration 100F: 3 clusters Score -920183.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -920213.062500 Penalty: 4334.253906
	Iteration 101Q: 3 clusters Score -920213.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -920238.937500 Penalty: 4334.253906
	Iteration 102Q: 3 clusters Score -920238.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -920254.062500 Penalty: 4334.253906
	Iteration 103Q: 3 clusters Score -920254.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -920268.250000 Penalty: 4334.253906
	Iteration 104Q: 3 clusters Score -920268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -920275.937500 Penalty: 4334.253906
	Iteration 105Q: 3 clusters Score -920275.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -920288.187500 Penalty: 4334.253906
	Iteration 106Q: 3 clusters Score -920288.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -920296.750000 Penalty: 4334.253906
	Iteration 107Q: 3 clusters Score -920296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -920301.312500 Penalty: 4334.253906
	Iteration 108Q: 3 clusters Score -920301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -920307.625000 Penalty: 4334.253906
	Iteration 109Q: 3 clusters Score -920307.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -920311.562500 Penalty: 4334.253906
	Iteration 110Q: 3 clusters Score -920311.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -920319.125000 Penalty: 4334.253906
	Iteration 111Q: 3 clusters Score -920319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -920324.625000 Penalty: 4334.253906
	Iteration 112Q: 3 clusters Score -920324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -920327.062500 Penalty: 4334.253906
	Iteration 113Q: 3 clusters Score -920327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -920330.375000 Penalty: 4334.253906
	Iteration 114Q: 3 clusters Score -920330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -920331.125000 Penalty: 4334.253906
	Iteration 115Q: 3 clusters Score -920331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -920332.812500 Penalty: 4334.253906
	Iteration 116Q: 3 clusters Score -920332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -920331.500000 Penalty: 4334.253906
	Iteration 117Q: 3 clusters Score -920331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -920332.187500 Penalty: 4334.253906
	Iteration 118Q: 3 clusters Score -920332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -920332.187500 Penalty: 4334.253906
	Iteration 119F: 3 clusters Score -920332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1010941.312500 Penalty: 2186.064453
	Iteration 0F: 2 clusters Score -1010941 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 3369 members 
Entering Unmasked Estep 
Score: -1005339.937500 Penalty: 4372.128906
	Iteration 0F: 3 clusters Score -1005340 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1006908.125000 Penalty: 4372.128906
	Iteration 1F: 3 clusters Score -1006908 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1007244.125000 Penalty: 4372.128906
	Iteration 2F: 3 clusters Score -1007244 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1007537.187500 Penalty: 4372.128906
	Iteration 3F: 3 clusters Score -1007537 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1007776.625000 Penalty: 4372.128906
	Iteration 4F: 3 clusters Score -1007777 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1007972.625000 Penalty: 4372.128906
	Iteration 5Q: 3 clusters Score -1007973 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1008137.062500 Penalty: 4372.128906
	Iteration 6Q: 3 clusters Score -1008137 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1008267.062500 Penalty: 4372.128906
	Iteration 7Q: 3 clusters Score -1008267 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1008376.937500 Penalty: 4372.128906
	Iteration 8Q: 3 clusters Score -1008377 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1008483.250000 Penalty: 4372.128906
	Iteration 9Q: 3 clusters Score -1008483 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1008567.812500 Penalty: 4372.128906
	Iteration 10Q: 3 clusters Score -1008568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1008630.812500 Penalty: 4372.128906
	Iteration 11Q: 3 clusters Score -1008631 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1008674.062500 Penalty: 4372.128906
	Iteration 12Q: 3 clusters Score -1008674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1008706.125000 Penalty: 4372.128906
	Iteration 13Q: 3 clusters Score -1008706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1008733.937500 Penalty: 4372.128906
	Iteration 14Q: 3 clusters Score -1008734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1008765.937500 Penalty: 4372.128906
	Iteration 15Q: 3 clusters Score -1008766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1008791.375000 Penalty: 4372.128906
	Iteration 16Q: 3 clusters Score -1008791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1008813.000000 Penalty: 4372.128906
	Iteration 17Q: 3 clusters Score -1008813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1008832.062500 Penalty: 4372.128906
	Iteration 18Q: 3 clusters Score -1008832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1008849.000000 Penalty: 4372.128906
	Iteration 19Q: 3 clusters Score -1008849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1008863.437500 Penalty: 4372.128906
	Iteration 20F: 3 clusters Score -1008863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1008880.312500 Penalty: 4372.128906
	Iteration 21Q: 3 clusters Score -1008880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1008898.937500 Penalty: 4372.128906
	Iteration 22Q: 3 clusters Score -1008899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1008918.250000 Penalty: 4372.128906
	Iteration 23Q: 3 clusters Score -1008918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1008939.750000 Penalty: 4372.128906
	Iteration 24Q: 3 clusters Score -1008940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1008958.250000 Penalty: 4372.128906
	Iteration 25Q: 3 clusters Score -1008958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1008977.375000 Penalty: 4372.128906
	Iteration 26Q: 3 clusters Score -1008977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1008989.875000 Penalty: 4372.128906
	Iteration 27Q: 3 clusters Score -1008990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1008999.625000 Penalty: 4372.128906
	Iteration 28Q: 3 clusters Score -1009000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1009003.750000 Penalty: 4372.128906
	Iteration 29Q: 3 clusters Score -1009004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1009010.562500 Penalty: 4372.128906
	Iteration 30Q: 3 clusters Score -1009011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1009013.812500 Penalty: 4372.128906
	Iteration 31Q: 3 clusters Score -1009014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1009015.062500 Penalty: 4372.128906
	Iteration 32Q: 3 clusters Score -1009015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1009014.750000 Penalty: 4372.128906
	Iteration 33Q: 3 clusters Score -1009015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1009014.625000 Penalty: 4372.128906
	Iteration 34Q: 3 clusters Score -1009015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1009017.062500 Penalty: 4372.128906
	Iteration 35Q: 3 clusters Score -1009017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1009016.375000 Penalty: 4372.128906
	Iteration 36Q: 3 clusters Score -1009016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1009016.437500 Penalty: 4372.128906
	Iteration 37Q: 3 clusters Score -1009016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1009016.875000 Penalty: 4372.128906
	Iteration 38Q: 3 clusters Score -1009017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1009018.937500 Penalty: 4372.128906
	Iteration 39Q: 3 clusters Score -1009019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1009018.312500 Penalty: 4372.128906
	Iteration 40F: 3 clusters Score -1009018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1009018.562500 Penalty: 4372.128906
	Iteration 41Q: 3 clusters Score -1009019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1009020.375000 Penalty: 4372.128906
	Iteration 42Q: 3 clusters Score -1009020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1009020.875000 Penalty: 4372.128906
	Iteration 43Q: 3 clusters Score -1009021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1009023.750000 Penalty: 4372.128906
	Iteration 44Q: 3 clusters Score -1009024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1009022.250000 Penalty: 4372.128906
	Iteration 45Q: 3 clusters Score -1009022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1009024.437500 Penalty: 4372.128906
	Iteration 46Q: 3 clusters Score -1009024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1009026.875000 Penalty: 4372.128906
	Iteration 47Q: 3 clusters Score -1009027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1009027.937500 Penalty: 4372.128906
	Iteration 48Q: 3 clusters Score -1009028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1009027.812500 Penalty: 4372.128906
	Iteration 49Q: 3 clusters Score -1009028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1009029.562500 Penalty: 4372.128906
	Iteration 50Q: 3 clusters Score -1009030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1009033.187500 Penalty: 4372.128906
	Iteration 51Q: 3 clusters Score -1009033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1009034.062500 Penalty: 4372.128906
	Iteration 52Q: 3 clusters Score -1009034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1009034.437500 Penalty: 4372.128906
	Iteration 53Q: 3 clusters Score -1009034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1009035.937500 Penalty: 4372.128906
	Iteration 54Q: 3 clusters Score -1009036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1009038.812500 Penalty: 4372.128906
	Iteration 55Q: 3 clusters Score -1009039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1009039.687500 Penalty: 4372.128906
	Iteration 56Q: 3 clusters Score -1009040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1009042.125000 Penalty: 4372.128906
	Iteration 57Q: 3 clusters Score -1009042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1009042.812500 Penalty: 4372.128906
	Iteration 58Q: 3 clusters Score -1009043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1009044.125000 Penalty: 4372.128906
	Iteration 59Q: 3 clusters Score -1009044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1009046.375000 Penalty: 4372.128906
	Iteration 60F: 3 clusters Score -1009046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1009048.750000 Penalty: 4372.128906
	Iteration 61Q: 3 clusters Score -1009049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1009046.937500 Penalty: 4372.128906
	Iteration 62Q: 3 clusters Score -1009047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1009047.750000 Penalty: 4372.128906
	Iteration 63Q: 3 clusters Score -1009048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1009047.750000 Penalty: 4372.128906
	Iteration 64F: 3 clusters Score -1009048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Entering Unmasked Estep 
Score: -4993958.500000 Penalty: 2586.586182
	Iteration 0F: 2 clusters Score -4993958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4970892.500000 Penalty: 5173.172363
	Iteration 0F: 3 clusters Score -4970892 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4979556.500000 Penalty: 5173.172363
	Iteration 1F: 3 clusters Score -4979556 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4980627.500000 Penalty: 5173.172363
	Iteration 2F: 3 clusters Score -4980628 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4981900.000000 Penalty: 5173.172363
	Iteration 3F: 3 clusters Score -4981900 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4983229.500000 Penalty: 5173.172363
	Iteration 4F: 3 clusters Score -4983230 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4984516.000000 Penalty: 5173.172363
	Iteration 5F: 3 clusters Score -4984516 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4985649.000000 Penalty: 5173.172363
	Iteration 6F: 3 clusters Score -4985649 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4986615.500000 Penalty: 5173.172363
	Iteration 7F: 3 clusters Score -4986616 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4987385.500000 Penalty: 5173.172363
	Iteration 8Q: 3 clusters Score -4987386 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4988044.500000 Penalty: 5173.172363
	Iteration 9Q: 3 clusters Score -4988044 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4988500.500000 Penalty: 5173.172363
	Iteration 10Q: 3 clusters Score -4988500 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4988840.500000 Penalty: 5173.172363
	Iteration 11Q: 3 clusters Score -4988840 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4989076.500000 Penalty: 5173.172363
	Iteration 12Q: 3 clusters Score -4989076 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4989287.500000 Penalty: 5173.172363
	Iteration 13Q: 3 clusters Score -4989288 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4989424.500000 Penalty: 5173.172363
	Iteration 14Q: 3 clusters Score -4989424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4989513.000000 Penalty: 5173.172363
	Iteration 15Q: 3 clusters Score -4989513 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4989583.000000 Penalty: 5173.172363
	Iteration 16Q: 3 clusters Score -4989583 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4989626.500000 Penalty: 5173.172363
	Iteration 17Q: 3 clusters Score -4989626 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4989654.000000 Penalty: 5173.172363
	Iteration 18Q: 3 clusters Score -4989654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4989682.500000 Penalty: 5173.172363
	Iteration 19Q: 3 clusters Score -4989682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4989682.500000 Penalty: 5173.172363
	Iteration 20F: 3 clusters Score -4989682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4989679.500000 Penalty: 5173.172363
	Iteration 21Q: 3 clusters Score -4989680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4989692.500000 Penalty: 5173.172363
	Iteration 22Q: 3 clusters Score -4989692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4989704.000000 Penalty: 5173.172363
	Iteration 23Q: 3 clusters Score -4989704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4989708.500000 Penalty: 5173.172363
	Iteration 24Q: 3 clusters Score -4989708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4989707.500000 Penalty: 5173.172363
	Iteration 25Q: 3 clusters Score -4989708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4989713.500000 Penalty: 5173.172363
	Iteration 26Q: 3 clusters Score -4989714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4989718.000000 Penalty: 5173.172363
	Iteration 27Q: 3 clusters Score -4989718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4989741.000000 Penalty: 5173.172363
	Iteration 28Q: 3 clusters Score -4989741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4989745.500000 Penalty: 5173.172363
	Iteration 29Q: 3 clusters Score -4989746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4989759.500000 Penalty: 5173.172363
	Iteration 30Q: 3 clusters Score -4989760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4989758.000000 Penalty: 5173.172363
	Iteration 31Q: 3 clusters Score -4989758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4989769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4989767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4989764.000000 Penalty: 5173.172363
	Iteration 34Q: 3 clusters Score -4989764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4989764.500000 Penalty: 5173.172363
	Iteration 35Q: 3 clusters Score -4989764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4989771.000000 Penalty: 5173.172363
	Iteration 36Q: 3 clusters Score -4989771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4989765.500000 Penalty: 5173.172363
	Iteration 37Q: 3 clusters Score -4989766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4989765.500000 Penalty: 5173.172363
	Iteration 38Q: 3 clusters Score -4989766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4989762.000000 Penalty: 5173.172363
	Iteration 39Q: 3 clusters Score -4989762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4989764.000000 Penalty: 5173.172363
	Iteration 40F: 3 clusters Score -4989764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4989760.500000 Penalty: 5173.172363
	Iteration 41Q: 3 clusters Score -4989760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4989774.500000 Penalty: 5173.172363
	Iteration 42Q: 3 clusters Score -4989774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4989774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4989793.000000 Penalty: 5173.172363
	Iteration 44Q: 3 clusters Score -4989793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4989794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4989800.500000 Penalty: 5173.172363
	Iteration 46Q: 3 clusters Score -4989800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4989799.000000 Penalty: 5173.172363
	Iteration 47Q: 3 clusters Score -4989799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4989798.500000 Penalty: 5173.172363
	Iteration 48Q: 3 clusters Score -4989798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4989793.500000 Penalty: 5173.172363
	Iteration 49Q: 3 clusters Score -4989794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4989805.000000 Penalty: 5173.172363
	Iteration 50Q: 3 clusters Score -4989805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4989799.500000 Penalty: 5173.172363
	Iteration 51Q: 3 clusters Score -4989800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4989818.500000 Penalty: 5173.172363
	Iteration 52Q: 3 clusters Score -4989818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4989822.500000 Penalty: 5173.172363
	Iteration 53Q: 3 clusters Score -4989822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4989818.500000 Penalty: 5173.172363
	Iteration 54Q: 3 clusters Score -4989818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4989832.500000 Penalty: 5173.172363
	Iteration 55Q: 3 clusters Score -4989832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4989833.500000 Penalty: 5173.172363
	Iteration 56Q: 3 clusters Score -4989834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4989827.000000 Penalty: 5173.172363
	Iteration 57Q: 3 clusters Score -4989827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4989849.500000 Penalty: 5173.172363
	Iteration 58Q: 3 clusters Score -4989850 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4989848.000000 Penalty: 5173.172363
	Iteration 59Q: 3 clusters Score -4989848 nChanged 54
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Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4989851.500000 Penalty: 5173.172363
	Iteration 60F: 3 clusters Score -4989852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4989867.000000 Penalty: 5173.172363
	Iteration 61Q: 3 clusters Score -4989867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4989866.500000 Penalty: 5173.172363
	Iteration 62Q: 3 clusters Score -4989866 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4989868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4989866 nChanged 78
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Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4989878.000000 Penalty: 5173.172363
	Iteration 65Q: 3 clusters Score -4989878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4989891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4989905.500000 Penalty: 5173.172363
	Iteration 67Q: 3 clusters Score -4989906 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4989912.500000 Penalty: 5173.172363
	Iteration 68Q: 3 clusters Score -4989912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4989927 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4989950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4989975.500000 Penalty: 5173.172363
	Iteration 71Q: 3 clusters Score -4989976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4989985.500000 Penalty: 5173.172363
	Iteration 72Q: 3 clusters Score -4989986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4989983 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4990002 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4990001.000000 Penalty: 5173.172363
	Iteration 75Q: 3 clusters Score -4990001 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4990016.000000 Penalty: 5173.172363
	Iteration 76Q: 3 clusters Score -4990016 nChanged 124
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Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4990028 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4990064.500000 Penalty: 5173.172363
	Iteration 78Q: 3 clusters Score -4990064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4990086 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4990109.000000 Penalty: 5173.172363
	Iteration 80F: 3 clusters Score -4990109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4990110 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4990119.000000 Penalty: 5173.172363
	Iteration 82Q: 3 clusters Score -4990119 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4990132.500000 Penalty: 5173.172363
	Iteration 83Q: 3 clusters Score -4990132 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4990145 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16006 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4990164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4990157 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15981 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4990174 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4990189 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4990200 nChanged 83
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Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4990195.500000 Penalty: 5173.172363
	Iteration 90Q: 3 clusters Score -4990196 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4990201.500000 Penalty: 5173.172363
	Iteration 91Q: 3 clusters Score -4990202 nChanged 75
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Mstep: Class 1 contains 15962 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4990210 nChanged 83
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Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4990215.000000 Penalty: 5173.172363
	Iteration 93Q: 3 clusters Score -4990215 nChanged 72
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Mstep: Class 1 contains 15989 members 
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Entering Unmasked Estep 
Score: -4990231.000000 Penalty: 5173.172363
	Iteration 94Q: 3 clusters Score -4990231 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16001 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4990221 nChanged 49
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Mstep: Class 1 contains 16006 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4990228 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16021 members 
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Entering Unmasked Estep 
Score: -4990232.000000 Penalty: 5173.172363
	Iteration 97Q: 3 clusters Score -4990232 nChanged 51
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Mstep: Class 1 contains 16030 members 
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Entering Unmasked Estep 
Score: -4990242.500000 Penalty: 5173.172363
	Iteration 98Q: 3 clusters Score -4990242 nChanged 57
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Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4990247 nChanged 56
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4990255 nChanged 57
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Mstep: Class 1 contains 16030 members 
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Entering Unmasked Estep 
Score: -4990251.500000 Penalty: 5173.172363
	Iteration 101Q: 3 clusters Score -4990252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4990249.000000 Penalty: 5173.172363
	Iteration 102Q: 3 clusters Score -4990249 nChanged 64
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Mstep: Class 1 contains 16000 members 
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Entering Unmasked Estep 
Score: -4990262.500000 Penalty: 5173.172363
	Iteration 103Q: 3 clusters Score -4990262 nChanged 68
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Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4990275.000000 Penalty: 5173.172363
	Iteration 104Q: 3 clusters Score -4990275 nChanged 70
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Mstep: Class 1 contains 15970 members 
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Entering Unmasked Estep 
Score: -4990288.500000 Penalty: 5173.172363
	Iteration 105Q: 3 clusters Score -4990288 nChanged 84
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Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4990295.000000 Penalty: 5173.172363
	Iteration 106Q: 3 clusters Score -4990295 nChanged 92
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	Iteration 107Q: 3 clusters Score -4990307 nChanged 82
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4990318 nChanged 80
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Entering Unmasked Estep 
Score: -4990314.000000 Penalty: 5173.172363
	Iteration 109Q: 3 clusters Score -4990314 nChanged 66
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4990337 nChanged 71
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Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4990343.000000 Penalty: 5173.172363
	Iteration 111Q: 3 clusters Score -4990343 nChanged 92
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4990358 nChanged 117
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4990367 nChanged 123
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	Iteration 114Q: 3 clusters Score -4990368 nChanged 102
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Entering Unmasked Estep 
Score: -4990374.500000 Penalty: 5173.172363
	Iteration 115Q: 3 clusters Score -4990374 nChanged 125
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4990395 nChanged 144
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4990407 nChanged 143
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Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4990409 nChanged 147
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Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4990411.000000 Penalty: 5173.172363
	Iteration 119Q: 3 clusters Score -4990411 nChanged 166
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Entering Unmasked Estep 
Score: -4990452.500000 Penalty: 5173.172363
	Iteration 120F: 3 clusters Score -4990452 nChanged 153
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4990486 nChanged 137
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Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4990508.500000 Penalty: 5173.172363
	Iteration 122Q: 3 clusters Score -4990508 nChanged 125
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Entering Unmasked Estep 
Score: -4990511.000000 Penalty: 5173.172363
	Iteration 123Q: 3 clusters Score -4990511 nChanged 133
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Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4990536.500000 Penalty: 5173.172363
	Iteration 124Q: 3 clusters Score -4990536 nChanged 151
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Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4990565 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13228 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4991038 nChanged 201
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Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4991170 nChanged 203
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Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4991252 nChanged 197
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Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4991310 nChanged 139
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Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4991339 nChanged 132
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Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 22040 members 
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 22142 members 
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	Iteration 146Q: 3 clusters Score -4991372 nChanged 96
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Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11530 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4991372 nChanged 97
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Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4991403 nChanged 94
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4991394 nChanged 85
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Mstep: Class 1 contains 11262 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4991426 nChanged 62
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Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4991436 nChanged 54
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Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 22783 members 
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	Iteration 154Q: 3 clusters Score -4991445 nChanged 48
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Mstep: Class 1 contains 11022 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4991456 nChanged 38
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Mstep: Class 1 contains 10984 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4991450 nChanged 37
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 22906 members 
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	Iteration 157Q: 3 clusters Score -4991458 nChanged 40
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Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 22946 members 
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	Iteration 158Q: 3 clusters Score -4991448 nChanged 40
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Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 22986 members 
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	Iteration 159Q: 3 clusters Score -4991462 nChanged 40
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Mstep: Class 1 contains 10827 members 
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	Iteration 160F: 3 clusters Score -4991467 nChanged 45
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Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 23071 members 
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	Iteration 161Q: 3 clusters Score -4991461 nChanged 40
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Mstep: Class 1 contains 10744 members 
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	Iteration 162Q: 3 clusters Score -4991461 nChanged 43
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Mstep: Class 1 contains 10703 members 
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	Iteration 163Q: 3 clusters Score -4991462 nChanged 51
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 23199 members 
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	Iteration 164Q: 3 clusters Score -4991477 nChanged 49
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Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 23248 members 
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	Iteration 165Q: 3 clusters Score -4991482 nChanged 49
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Mstep: Class 1 contains 10558 members 
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	Iteration 166Q: 3 clusters Score -4991488 nChanged 48
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Mstep: Class 1 contains 10510 members 
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	Iteration 167Q: 3 clusters Score -4991492 nChanged 48
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Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4991504 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4991500 nChanged 64
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Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4991508 nChanged 62
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Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 23564 members 
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	Iteration 171Q: 3 clusters Score -4991511 nChanged 48
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Mstep: Class 1 contains 10243 members 
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	Iteration 172Q: 3 clusters Score -4991510 nChanged 43
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Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 23653 members 
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	Iteration 173Q: 3 clusters Score -4991511 nChanged 53
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Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 23704 members 
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	Iteration 174Q: 3 clusters Score -4991515 nChanged 58
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Mstep: Class 1 contains 10091 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4991521 nChanged 48
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Mstep: Class 1 contains 10043 members 
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	Iteration 176Q: 3 clusters Score -4991520 nChanged 52
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Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 23860 members 
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	Iteration 177Q: 3 clusters Score -4991529 nChanged 53
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Mstep: Class 1 contains 9940 members 
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	Iteration 178Q: 3 clusters Score -4991530 nChanged 49
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Mstep: Class 1 contains 9893 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4991538 nChanged 48
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Mstep: Class 1 contains 9847 members 
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Entering Unmasked Estep 
Score: -4991540.500000 Penalty: 5173.172363
	Iteration 180F: 3 clusters Score -4991540 nChanged 47
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4991539.000000 Penalty: 5173.172363
	Iteration 181Q: 3 clusters Score -4991539 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 24087 members 
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Score: -4991556.000000 Penalty: 5173.172363
	Iteration 182Q: 3 clusters Score -4991556 nChanged 37
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Mstep: Class 1 contains 9729 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4991554 nChanged 45
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Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4991572.000000 Penalty: 5173.172363
	Iteration 184Q: 3 clusters Score -4991572 nChanged 56
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Mstep: Class 1 contains 9630 members 
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	Iteration 185Q: 3 clusters Score -4991587 nChanged 57
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Mstep: Class 1 contains 9573 members 
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	Iteration 186Q: 3 clusters Score -4991576 nChanged 64
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Mstep: Class 1 contains 9509 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4991572 nChanged 70
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Mstep: Class 1 contains 9439 members 
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	Iteration 188Q: 3 clusters Score -4991576 nChanged 62
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Mstep: Class 1 contains 9381 members 
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	Iteration 189Q: 3 clusters Score -4991588 nChanged 58
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Mstep: Class 1 contains 9323 members 
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Score: -4991601.000000 Penalty: 5173.172363
	Iteration 190Q: 3 clusters Score -4991601 nChanged 53
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Mstep: Class 1 contains 9270 members 
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	Iteration 191Q: 3 clusters Score -4991608 nChanged 56
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Mstep: Class 1 contains 9214 members 
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	Iteration 192Q: 3 clusters Score -4991603 nChanged 63
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Mstep: Class 1 contains 9151 members 
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	Iteration 193Q: 3 clusters Score -4991617 nChanged 54
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Mstep: Class 1 contains 9097 members 
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	Iteration 194Q: 3 clusters Score -4991612 nChanged 76
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Mstep: Class 1 contains 9023 members 
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	Iteration 195Q: 3 clusters Score -4991614 nChanged 66
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Mstep: Class 1 contains 8959 members 
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	Iteration 196Q: 3 clusters Score -4991615 nChanged 57
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Mstep: Class 1 contains 8902 members 
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	Iteration 197Q: 3 clusters Score -4991634 nChanged 51
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	Iteration 198Q: 3 clusters Score -4991647 nChanged 55
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	Iteration 199Q: 3 clusters Score -4991657 nChanged 50
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Mstep: Class 1 contains 8754 members 
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Score: -4991658.500000 Penalty: 5173.172363
	Iteration 200F: 3 clusters Score -4991658 nChanged 55
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Mstep: Class 1 contains 8699 members 
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	Iteration 201Q: 3 clusters Score -4991658 nChanged 66
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Mstep: Class 1 contains 8633 members 
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	Iteration 202Q: 3 clusters Score -4991670 nChanged 48
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Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 25268 members 
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	Iteration 203Q: 3 clusters Score -4991681 nChanged 51
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Mstep: Class 1 contains 8534 members 
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	Iteration 204Q: 3 clusters Score -4991688 nChanged 57
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Mstep: Class 1 contains 8481 members 
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	Iteration 205Q: 3 clusters Score -4991680 nChanged 45
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Mstep: Class 1 contains 8436 members 
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	Iteration 206Q: 3 clusters Score -4991686 nChanged 42
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Mstep: Class 1 contains 8396 members 
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Score: -4991702.500000 Penalty: 5173.172363
	Iteration 207Q: 3 clusters Score -4991702 nChanged 34
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Mstep: Class 1 contains 8362 members 
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	Iteration 208Q: 3 clusters Score -4991696 nChanged 27
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Mstep: Class 1 contains 8335 members 
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	Iteration 209Q: 3 clusters Score -4991688 nChanged 25
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Mstep: Class 1 contains 8310 members 
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	Iteration 210Q: 3 clusters Score -4991696 nChanged 25
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Mstep: Class 1 contains 8285 members 
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	Iteration 211Q: 3 clusters Score -4991694 nChanged 27
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Mstep: Class 1 contains 8258 members 
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	Iteration 212Q: 3 clusters Score -4991697 nChanged 27
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	Iteration 213Q: 3 clusters Score -4991700 nChanged 28
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Mstep: Class 1 contains 8203 members 
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	Iteration 214Q: 3 clusters Score -4991703 nChanged 35
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Mstep: Class 1 contains 8168 members 
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	Iteration 215Q: 3 clusters Score -4991716 nChanged 48
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Mstep: Class 1 contains 8120 members 
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Entering Unmasked Estep 
Score: -4991728.000000 Penalty: 5173.172363
	Iteration 216Q: 3 clusters Score -4991728 nChanged 51
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Mstep: Class 1 contains 8069 members 
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Entering Unmasked Estep 
Score: -4991721.500000 Penalty: 5173.172363
	Iteration 217Q: 3 clusters Score -4991722 nChanged 61
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4991714 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4991720 nChanged 61
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Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7779 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4991743 nChanged 56
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Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7508 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4991764 nChanged 48
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Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 26393 members 
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	Iteration 228Q: 3 clusters Score -4991767 nChanged 40
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Mstep: Class 1 contains 7420 members 
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 26479 members 
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Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4991784 nChanged 28
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Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4991795 nChanged 30
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Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4991793 nChanged 34
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Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 26777 members 
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4991800 nChanged 34
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26839 members 
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	Iteration 241Q: 3 clusters Score -4991795 nChanged 34
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Mstep: Class 1 contains 6980 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4991790 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4991796 nChanged 43
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4991808 nChanged 36
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4991825 nChanged 30
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Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4991821 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4991828 nChanged 37
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Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4991834 nChanged 34
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Mstep: Class 1 contains 6728 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27156 members 
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	Iteration 250Q: 3 clusters Score -4991849 nChanged 30
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Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4991841 nChanged 36
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Mstep: Class 1 contains 6631 members 
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	Iteration 252Q: 3 clusters Score -4991840 nChanged 31
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Mstep: Class 1 contains 6600 members 
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	Iteration 253Q: 3 clusters Score -4991838 nChanged 25
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Mstep: Class 1 contains 6575 members 
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	Iteration 254Q: 3 clusters Score -4991840 nChanged 22
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Mstep: Class 1 contains 6553 members 
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	Iteration 255Q: 3 clusters Score -4991840 nChanged 32
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 27332 members 
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	Iteration 256Q: 3 clusters Score -4991840 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4991844 nChanged 39
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Mstep: Class 1 contains 6451 members 
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	Iteration 258Q: 3 clusters Score -4991839 nChanged 47
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Mstep: Class 1 contains 6406 members 
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	Iteration 259Q: 3 clusters Score -4991848 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4991863.000000 Penalty: 5173.172363
	Iteration 260F: 3 clusters Score -4991863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 27559 members 
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	Iteration 261Q: 3 clusters Score -4991858 nChanged 65
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 27624 members 
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	Iteration 262Q: 3 clusters Score -4991870 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 27694 members 
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	Iteration 263Q: 3 clusters Score -4991881 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 27769 members 
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	Iteration 264Q: 3 clusters Score -4991894 nChanged 59
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Mstep: Class 1 contains 6025 members 
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	Iteration 265Q: 3 clusters Score -4991906 nChanged 56
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Mstep: Class 1 contains 5971 members 
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	Iteration 266Q: 3 clusters Score -4991908 nChanged 59
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Mstep: Class 1 contains 5912 members 
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	Iteration 267Q: 3 clusters Score -4991906 nChanged 63
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Mstep: Class 1 contains 5849 members 
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	Iteration 268Q: 3 clusters Score -4991921 nChanged 73
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Mstep: Class 1 contains 5776 members 
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	Iteration 269Q: 3 clusters Score -4991936 nChanged 80
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	Iteration 270Q: 3 clusters Score -4991961 nChanged 76
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Mstep: Class 1 contains 5538 members 
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	Iteration 272Q: 3 clusters Score -4991997 nChanged 112
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Mstep: Class 1 contains 5184 members 
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Mstep: Class 1 contains 5070 members 
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Mstep: Class 1 contains 4959 members 
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Mstep: Class 1 contains 4863 members 
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Mstep: Class 1 contains 4761 members 
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	Iteration 279Q: 3 clusters Score -4992182 nChanged 86
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Mstep: Class 1 contains 4677 members 
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Score: -4992208.500000 Penalty: 5173.172363
	Iteration 280F: 3 clusters Score -4992208 nChanged 86
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Mstep: Class 1 contains 4591 members 
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	Iteration 281Q: 3 clusters Score -4992210 nChanged 93
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Mstep: Class 1 contains 4508 members 
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	Iteration 282Q: 3 clusters Score -4992232 nChanged 89
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Mstep: Class 1 contains 4425 members 
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Score: -4992243.500000 Penalty: 5173.172363
	Iteration 283Q: 3 clusters Score -4992244 nChanged 87
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Mstep: Class 1 contains 4340 members 
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	Iteration 284Q: 3 clusters Score -4992278 nChanged 91
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	Iteration 285Q: 3 clusters Score -4992303 nChanged 85
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	Iteration 286Q: 3 clusters Score -4992307 nChanged 78
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Mstep: Class 1 contains 4094 members 
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	Iteration 287Q: 3 clusters Score -4992326 nChanged 84
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	Iteration 288Q: 3 clusters Score -4992336 nChanged 70
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Mstep: Class 1 contains 3944 members 
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	Iteration 289Q: 3 clusters Score -4992340 nChanged 82
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Mstep: Class 1 contains 3864 members 
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	Iteration 291Q: 3 clusters Score -4992404 nChanged 73
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Mstep: Class 1 contains 3732 members 
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	Iteration 292Q: 3 clusters Score -4992422 nChanged 72
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	Iteration 293Q: 3 clusters Score -4992438 nChanged 79
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Mstep: Class 1 contains 3587 members 
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	Iteration 294Q: 3 clusters Score -4992450 nChanged 79
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	Iteration 297Q: 3 clusters Score -4992514 nChanged 63
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	Iteration 298Q: 3 clusters Score -4992528 nChanged 62
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	Iteration 299Q: 3 clusters Score -4992542 nChanged 74
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Mstep: Class 1 contains 3194 members 
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	Iteration 300F: 3 clusters Score -4992560 nChanged 90
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	Iteration 301Q: 3 clusters Score -4992588 nChanged 83
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Mstep: Class 1 contains 3025 members 
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	Iteration 302Q: 3 clusters Score -4992606 nChanged 71
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Mstep: Class 1 contains 2956 members 
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	Iteration 303Q: 3 clusters Score -4992624 nChanged 57
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	Iteration 304Q: 3 clusters Score -4992640 nChanged 47
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Mstep: Class 1 contains 2864 members 
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	Iteration 306Q: 3 clusters Score -4992658 nChanged 34
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	Iteration 307Q: 3 clusters Score -4992665 nChanged 31
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	Iteration 308Q: 3 clusters Score -4992672 nChanged 29
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	Iteration 309Q: 3 clusters Score -4992684 nChanged 33
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Mstep: Class 1 contains 2699 members 
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	Iteration 310Q: 3 clusters Score -4992689 nChanged 38
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Mstep: Class 1 contains 2661 members 
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	Iteration 311Q: 3 clusters Score -4992688 nChanged 41
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Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4992700.500000 Penalty: 5173.172363
	Iteration 312Q: 3 clusters Score -4992700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4992701.500000 Penalty: 5173.172363
	Iteration 313Q: 3 clusters Score -4992702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4992710.500000 Penalty: 5173.172363
	Iteration 314Q: 3 clusters Score -4992710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4992712.000000 Penalty: 5173.172363
	Iteration 315Q: 3 clusters Score -4992712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4992729.000000 Penalty: 5173.172363
	Iteration 316Q: 3 clusters Score -4992729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4992731.500000 Penalty: 5173.172363
	Iteration 317Q: 3 clusters Score -4992732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4992728.500000 Penalty: 5173.172363
	Iteration 318Q: 3 clusters Score -4992728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4992741.500000 Penalty: 5173.172363
	Iteration 319Q: 3 clusters Score -4992742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4992734.000000 Penalty: 5173.172363
	Iteration 320F: 3 clusters Score -4992734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4992738.500000 Penalty: 5173.172363
	Iteration 321Q: 3 clusters Score -4992738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4992730.500000 Penalty: 5173.172363
	Iteration 322Q: 3 clusters Score -4992730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4992736.000000 Penalty: 5173.172363
	Iteration 323Q: 3 clusters Score -4992736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4992737.000000 Penalty: 5173.172363
	Iteration 324Q: 3 clusters Score -4992737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4992736.000000 Penalty: 5173.172363
	Iteration 325Q: 3 clusters Score -4992736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4992734.000000 Penalty: 5173.172363
	Iteration 326Q: 3 clusters Score -4992734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4992732.500000 Penalty: 5173.172363
	Iteration 327Q: 3 clusters Score -4992732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4992736.000000 Penalty: 5173.172363
	Iteration 328Q: 3 clusters Score -4992736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4992738.500000 Penalty: 5173.172363
	Iteration 329Q: 3 clusters Score -4992738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4992738.500000 Penalty: 5173.172363
	Iteration 330F: 3 clusters Score -4992738 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: -38213.164062 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -38213.16 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 133 members 
Entering Unmasked Estep 
Score: -36976.621094 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -36976.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37085.144531 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -37085.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37122.687500 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -37122.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37129.714844 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -37129.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37133.539062 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -37133.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37143.421875 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -37143.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37147.730469 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -37147.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37157.449219 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -37157.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37198.917969 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -37198.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37205.863281 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -37205.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37205.863281 Penalty: 2791.300049
	Iteration 10F: 3 clusters Score -37205.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Entering Unmasked Estep 
Score: -8180716.500000 Penalty: 2695.225342
	Iteration 0F: 2 clusters Score -8180716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -8145442.500000 Penalty: 5390.450684
	Iteration 0F: 3 clusters Score -8145442 nChanged 24306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -8159205.500000 Penalty: 5390.450684
	Iteration 1F: 3 clusters Score -8159206 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -8159839.000000 Penalty: 5390.450684
	Iteration 2Q: 3 clusters Score -8159839 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -8160436.000000 Penalty: 5390.450684
	Iteration 3Q: 3 clusters Score -8160436 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -8160995.500000 Penalty: 5390.450684
	Iteration 4Q: 3 clusters Score -8160996 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -8161505.500000 Penalty: 5390.450684
	Iteration 5Q: 3 clusters Score -8161506 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -8162064.000000 Penalty: 5390.450684
	Iteration 6Q: 3 clusters Score -8162064 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8162694.000000 Penalty: 5390.450684
	Iteration 7Q: 3 clusters Score -8162694 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8163527.500000 Penalty: 5390.450684
	Iteration 8Q: 3 clusters Score -8163528 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8164489.000000 Penalty: 5390.450684
	Iteration 9Q: 3 clusters Score -8164489 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -8165797.500000 Penalty: 5390.450684
	Iteration 10Q: 3 clusters Score -8165798 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -8167092.000000 Penalty: 5390.450684
	Iteration 11Q: 3 clusters Score -8167092 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -8168693.000000 Penalty: 5390.450684
	Iteration 12Q: 3 clusters Score -8168693 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8170410.500000 Penalty: 5390.450684
	Iteration 13Q: 3 clusters Score -8170410 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8171895.000000 Penalty: 5390.450684
	Iteration 14Q: 3 clusters Score -8171895 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8173197.500000 Penalty: 5390.450684
	Iteration 15Q: 3 clusters Score -8173198 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8174295.000000 Penalty: 5390.450684
	Iteration 16Q: 3 clusters Score -8174295 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -8175156.500000 Penalty: 5390.450684
	Iteration 17Q: 3 clusters Score -8175156 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -8175805.500000 Penalty: 5390.450684
	Iteration 18Q: 3 clusters Score -8175806 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -8176311.000000 Penalty: 5390.450684
	Iteration 19Q: 3 clusters Score -8176311 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -8176788.500000 Penalty: 5390.450684
	Iteration 20F: 3 clusters Score -8176788 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -8177177.000000 Penalty: 5390.450684
	Iteration 21Q: 3 clusters Score -8177177 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -8177540.000000 Penalty: 5390.450684
	Iteration 22Q: 3 clusters Score -8177540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -8177748.000000 Penalty: 5390.450684
	Iteration 23Q: 3 clusters Score -8177748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -8177890.000000 Penalty: 5390.450684
	Iteration 24Q: 3 clusters Score -8177890 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -8178026.500000 Penalty: 5390.450684
	Iteration 25Q: 3 clusters Score -8178026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -8178107.000000 Penalty: 5390.450684
	Iteration 26Q: 3 clusters Score -8178107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -8178155.000000 Penalty: 5390.450684
	Iteration 27Q: 3 clusters Score -8178155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -8178188.500000 Penalty: 5390.450684
	Iteration 28Q: 3 clusters Score -8178188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -8178225.000000 Penalty: 5390.450684
	Iteration 29Q: 3 clusters Score -8178225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8178251.000000 Penalty: 5390.450684
	Iteration 30Q: 3 clusters Score -8178251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -8178277.000000 Penalty: 5390.450684
	Iteration 31Q: 3 clusters Score -8178277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -8178300.500000 Penalty: 5390.450684
	Iteration 32Q: 3 clusters Score -8178300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -8178318.500000 Penalty: 5390.450684
	Iteration 33Q: 3 clusters Score -8178318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -8178326.000000 Penalty: 5390.450684
	Iteration 34Q: 3 clusters Score -8178326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -8178332.000000 Penalty: 5390.450684
	Iteration 35Q: 3 clusters Score -8178332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8178338.500000 Penalty: 5390.450684
	Iteration 36Q: 3 clusters Score -8178338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -8178346.000000 Penalty: 5390.450684
	Iteration 37Q: 3 clusters Score -8178346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -8178348.500000 Penalty: 5390.450684
	Iteration 38Q: 3 clusters Score -8178348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8178364.500000 Penalty: 5390.450684
	Iteration 39Q: 3 clusters Score -8178364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -8178376.500000 Penalty: 5390.450684
	Iteration 40F: 3 clusters Score -8178376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -8178380.000000 Penalty: 5390.450684
	Iteration 41Q: 3 clusters Score -8178380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -8178384.500000 Penalty: 5390.450684
	Iteration 42Q: 3 clusters Score -8178384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -8178392.000000 Penalty: 5390.450684
	Iteration 43Q: 3 clusters Score -8178392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -8178396.500000 Penalty: 5390.450684
	Iteration 44Q: 3 clusters Score -8178396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -8178393.000000 Penalty: 5390.450684
	Iteration 45Q: 3 clusters Score -8178393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -8178399.500000 Penalty: 5390.450684
	Iteration 46Q: 3 clusters Score -8178400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -8178406.500000 Penalty: 5390.450684
	Iteration 47Q: 3 clusters Score -8178406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -8178405.000000 Penalty: 5390.450684
	Iteration 48Q: 3 clusters Score -8178405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -8178408.000000 Penalty: 5390.450684
	Iteration 49Q: 3 clusters Score -8178408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -8178415.500000 Penalty: 5390.450684
	Iteration 50Q: 3 clusters Score -8178416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -8178416.500000 Penalty: 5390.450684
	Iteration 51Q: 3 clusters Score -8178416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -8178416.500000 Penalty: 5390.450684
	Iteration 52F: 3 clusters Score -8178416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Entering Unmasked Estep 
Score: -994315.250000 Penalty: 2181.454590
	Iteration 0F: 2 clusters Score -994315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -988775.187500 Penalty: 4362.909180
	Iteration 0F: 3 clusters Score -988775.2 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -990295.562500 Penalty: 4362.909180
	Iteration 1F: 3 clusters Score -990295.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -990589.062500 Penalty: 4362.909180
	Iteration 2F: 3 clusters Score -990589.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -990806.125000 Penalty: 4362.909180
	Iteration 3F: 3 clusters Score -990806.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -990968.187500 Penalty: 4362.909180
	Iteration 4Q: 3 clusters Score -990968.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -991110.875000 Penalty: 4362.909180
	Iteration 5Q: 3 clusters Score -991110.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -991252.125000 Penalty: 4362.909180
	Iteration 6Q: 3 clusters Score -991252.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -991396.250000 Penalty: 4362.909180
	Iteration 7Q: 3 clusters Score -991396.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -991538.625000 Penalty: 4362.909180
	Iteration 8Q: 3 clusters Score -991538.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -991699.562500 Penalty: 4362.909180
	Iteration 9Q: 3 clusters Score -991699.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -991883.500000 Penalty: 4362.909180
	Iteration 10Q: 3 clusters Score -991883.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -992091.625000 Penalty: 4362.909180
	Iteration 11Q: 3 clusters Score -992091.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -992278.875000 Penalty: 4362.909180
	Iteration 12Q: 3 clusters Score -992278.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -992490.062500 Penalty: 4362.909180
	Iteration 13Q: 3 clusters Score -992490.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -992686.250000 Penalty: 4362.909180
	Iteration 14Q: 3 clusters Score -992686.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -992832.500000 Penalty: 4362.909180
	Iteration 15Q: 3 clusters Score -992832.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -992925.875000 Penalty: 4362.909180
	Iteration 16Q: 3 clusters Score -992925.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -992992.562500 Penalty: 4362.909180
	Iteration 17Q: 3 clusters Score -992992.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -993053.000000 Penalty: 4362.909180
	Iteration 18Q: 3 clusters Score -993053 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -993102.812500 Penalty: 4362.909180
	Iteration 19Q: 3 clusters Score -993102.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -993153.000000 Penalty: 4362.909180
	Iteration 20F: 3 clusters Score -993153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -993200.562500 Penalty: 4362.909180
	Iteration 21Q: 3 clusters Score -993200.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -993234.812500 Penalty: 4362.909180
	Iteration 22Q: 3 clusters Score -993234.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -993265.062500 Penalty: 4362.909180
	Iteration 23Q: 3 clusters Score -993265.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -993291.062500 Penalty: 4362.909180
	Iteration 24Q: 3 clusters Score -993291.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -993331.062500 Penalty: 4362.909180
	Iteration 25Q: 3 clusters Score -993331.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -993374.750000 Penalty: 4362.909180
	Iteration 26Q: 3 clusters Score -993374.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -993422.250000 Penalty: 4362.909180
	Iteration 27Q: 3 clusters Score -993422.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -993489.250000 Penalty: 4362.909180
	Iteration 28Q: 3 clusters Score -993489.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -993593.687500 Penalty: 4362.909180
	Iteration 29Q: 3 clusters Score -993593.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -993741.625000 Penalty: 4362.909180
	Iteration 30Q: 3 clusters Score -993741.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -993881.500000 Penalty: 4362.909180
	Iteration 31Q: 3 clusters Score -993881.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -993988.500000 Penalty: 4362.909180
	Iteration 32Q: 3 clusters Score -993988.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -994049.375000 Penalty: 4362.909180
	Iteration 33Q: 3 clusters Score -994049.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -994088.812500 Penalty: 4362.909180
	Iteration 34Q: 3 clusters Score -994088.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -994110.937500 Penalty: 4362.909180
	Iteration 35Q: 3 clusters Score -994110.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -994126.687500 Penalty: 4362.909180
	Iteration 36Q: 3 clusters Score -994126.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -994133.687500 Penalty: 4362.909180
	Iteration 37Q: 3 clusters Score -994133.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -994134.562500 Penalty: 4362.909180
	Iteration 38Q: 3 clusters Score -994134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -994138.250000 Penalty: 4362.909180
	Iteration 39Q: 3 clusters Score -994138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -994146.062500 Penalty: 4362.909180
	Iteration 40F: 3 clusters Score -994146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -994150.812500 Penalty: 4362.909180
	Iteration 41Q: 3 clusters Score -994150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -994153.812500 Penalty: 4362.909180
	Iteration 42Q: 3 clusters Score -994153.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -994155.187500 Penalty: 4362.909180
	Iteration 43Q: 3 clusters Score -994155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -994159.562500 Penalty: 4362.909180
	Iteration 44Q: 3 clusters Score -994159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -994162.687500 Penalty: 4362.909180
	Iteration 45Q: 3 clusters Score -994162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -994163.125000 Penalty: 4362.909180
	Iteration 46Q: 3 clusters Score -994163.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -994165.875000 Penalty: 4362.909180
	Iteration 47Q: 3 clusters Score -994165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -994166.375000 Penalty: 4362.909180
	Iteration 48Q: 3 clusters Score -994166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -994170.875000 Penalty: 4362.909180
	Iteration 49Q: 3 clusters Score -994170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -994170.875000 Penalty: 4362.909180
	Iteration 50Q: 3 clusters Score -994170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -994171.750000 Penalty: 4362.909180
	Iteration 51Q: 3 clusters Score -994171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -994173.875000 Penalty: 4362.909180
	Iteration 52Q: 3 clusters Score -994173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -994174.812500 Penalty: 4362.909180
	Iteration 53Q: 3 clusters Score -994174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -994176.437500 Penalty: 4362.909180
	Iteration 54Q: 3 clusters Score -994176.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -994179.375000 Penalty: 4362.909180
	Iteration 55Q: 3 clusters Score -994179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -994182.875000 Penalty: 4362.909180
	Iteration 56Q: 3 clusters Score -994182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -994182.250000 Penalty: 4362.909180
	Iteration 57Q: 3 clusters Score -994182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -994181.812500 Penalty: 4362.909180
	Iteration 58Q: 3 clusters Score -994181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -994184.250000 Penalty: 4362.909180
	Iteration 59Q: 3 clusters Score -994184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -994184.500000 Penalty: 4362.909180
	Iteration 60F: 3 clusters Score -994184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -994185.437500 Penalty: 4362.909180
	Iteration 61Q: 3 clusters Score -994185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -994185.437500 Penalty: 4362.909180
	Iteration 62F: 3 clusters Score -994185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -31519.921875 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -31519.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30397.759766 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -30397.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30472.115234 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -30472.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30488.621094 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -30488.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30491.550781 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -30491.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30493.488281 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -30493.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30504.074219 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -30504.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30504.074219 Penalty: 2701.581787
	Iteration 6F: 3 clusters Score -30504.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -189557.062500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -189557.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187500.109375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -187500.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187867.906250 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -187867.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -188004.984375 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -188005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -188067.171875 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -188067.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -188108.031250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -188108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -188128.718750 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -188128.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -188151.625000 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -188151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -188166.031250 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -188166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -188181.312500 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -188181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -188199.156250 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -188199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -188212.250000 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -188212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -188217.562500 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -188217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -188226.046875 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -188226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -188228.671875 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -188228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -188228.921875 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -188228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -188228.921875 Penalty: 3541.271484
	Iteration 15F: 3 clusters Score -188228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Entering Unmasked Estep 
Score: -1761795.500000 Penalty: 2323.736328
	Iteration 0F: 2 clusters Score -1761796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1753045.000000 Penalty: 4647.472656
	Iteration 0F: 3 clusters Score -1753045 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1756061.625000 Penalty: 4647.472656
	Iteration 1F: 3 clusters Score -1756062 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1756895.750000 Penalty: 4647.472656
	Iteration 2F: 3 clusters Score -1756896 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1757850.125000 Penalty: 4647.472656
	Iteration 3F: 3 clusters Score -1757850 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1758917.875000 Penalty: 4647.472656
	Iteration 4F: 3 clusters Score -1758918 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1759781.250000 Penalty: 4647.472656
	Iteration 5F: 3 clusters Score -1759781 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1760527.500000 Penalty: 4647.472656
	Iteration 6F: 3 clusters Score -1760528 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1761151.500000 Penalty: 4647.472656
	Iteration 7F: 3 clusters Score -1761152 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1761489.375000 Penalty: 4647.472656
	Iteration 8Q: 3 clusters Score -1761489 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1761658.750000 Penalty: 4647.472656
	Iteration 9Q: 3 clusters Score -1761659 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1761759.000000 Penalty: 4647.472656
	Iteration 10Q: 3 clusters Score -1761759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1761841.375000 Penalty: 4647.472656
	Iteration 11Q: 3 clusters Score -1761841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1761896.625000 Penalty: 4647.472656
	Iteration 12Q: 3 clusters Score -1761897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1761938.750000 Penalty: 4647.472656
	Iteration 13Q: 3 clusters Score -1761939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1761977.875000 Penalty: 4647.472656
	Iteration 14Q: 3 clusters Score -1761978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1762003.875000 Penalty: 4647.472656
	Iteration 15Q: 3 clusters Score -1762004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1762026.125000 Penalty: 4647.472656
	Iteration 16Q: 3 clusters Score -1762026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1762031.750000 Penalty: 4647.472656
	Iteration 17Q: 3 clusters Score -1762032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1762043.375000 Penalty: 4647.472656
	Iteration 18Q: 3 clusters Score -1762043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1762055.625000 Penalty: 4647.472656
	Iteration 19Q: 3 clusters Score -1762056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1762059.875000 Penalty: 4647.472656
	Iteration 20F: 3 clusters Score -1762060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1762059.625000 Penalty: 4647.472656
	Iteration 21Q: 3 clusters Score -1762060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1762060.500000 Penalty: 4647.472656
	Iteration 22Q: 3 clusters Score -1762060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1762066.125000 Penalty: 4647.472656
	Iteration 23Q: 3 clusters Score -1762066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1762063.625000 Penalty: 4647.472656
	Iteration 24Q: 3 clusters Score -1762064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1762064.625000 Penalty: 4647.472656
	Iteration 25Q: 3 clusters Score -1762065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1762067.875000 Penalty: 4647.472656
	Iteration 26Q: 3 clusters Score -1762068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1762068.500000 Penalty: 4647.472656
	Iteration 27Q: 3 clusters Score -1762068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1762070.750000 Penalty: 4647.472656
	Iteration 28Q: 3 clusters Score -1762071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1762070.500000 Penalty: 4647.472656
	Iteration 29Q: 3 clusters Score -1762070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1762069.000000 Penalty: 4647.472656
	Iteration 30Q: 3 clusters Score -1762069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1762071.625000 Penalty: 4647.472656
	Iteration 31Q: 3 clusters Score -1762072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1762076.750000 Penalty: 4647.472656
	Iteration 32Q: 3 clusters Score -1762077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1762076.875000 Penalty: 4647.472656
	Iteration 33Q: 3 clusters Score -1762077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1762075.875000 Penalty: 4647.472656
	Iteration 34Q: 3 clusters Score -1762076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1762075.500000 Penalty: 4647.472656
	Iteration 35Q: 3 clusters Score -1762076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1762075.500000 Penalty: 4647.472656
	Iteration 36F: 3 clusters Score -1762076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 18275 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8395 members 
Mstep: Class 38 contains 1445 members 
Mstep: Class 39 contains 27720 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 8127 members 
Mstep: Class 42 contains 19167 members 
Mstep: Class 43 contains 3335 members 
Entering Unmasked Estep 
Score: -120382056.000000 Penalty: 144891.109375
Splitting cluster 37 changes total score from -120369936.000000 to -120382056.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -195753.593750 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -195753.6 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 754 members 
Entering Unmasked Estep 
Score: -193657.359375 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -193657.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -194546.640625 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -194546.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -195404.468750 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -195404.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196126.140625 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -196126.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196540.156250 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -196540.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196839.453125 Penalty: 3608.828857
	Iteration 5F: 3 clusters Score -196839.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196987.328125 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -196987.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -197019.750000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -197019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -197041.937500 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -197041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197058.000000 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -197058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197062.671875 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -197062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197062.671875 Penalty: 3608.828857
	Iteration 11F: 3 clusters Score -197062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 18275 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8395 members 
Mstep: Class 38 contains 559 members 
Mstep: Class 39 contains 27720 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 8127 members 
Mstep: Class 42 contains 19167 members 
Mstep: Class 43 contains 3335 members 
Mstep: Class 44 contains 886 members 
Entering Unmasked Estep 
Score: -120381872.000000 Penalty: 148260.671875
Splitting cluster 38 changes total score from -120369936.000000 to -120381872.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64947 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117918 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 107477 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 63725 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 18275 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 8642 members 
Mstep: Class 26 contains 10868 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 6733 members 
Mstep: Class 31 contains 33853 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 52462 members 
Mstep: Class 34 contains 6609 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8395 members 
Mstep: Class 38 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120387024.000000 Penalty: 148260.671875
Iteration 79Q: 45 clusters Score -1.20387e+08 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 65277 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 33508 members 
Mstep: Class 5 contains 117754 members 
Mstep: Class 6 contains 9801 members 
Mstep: Class 7 contains 107537 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 21403 members 
Mstep: Class 11 contains 63734 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28589 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21391 members 
Mstep: Class 22 contains 12302 members 
Mstep: Class 23 contains 18371 members 
Mstep: Class 24 contains 319 members 
Mstep: Class 25 contains 8653 members 
Mstep: Class 26 contains 10800 members 
Mstep: Class 27 contains 23031 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 6282 members 
Mstep: Class 30 contains 6759 members 
Mstep: Class 31 contains 34112 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 52133 members 
Mstep: Class 34 contains 6689 members 
Mstep: Class 35 contains 232 members 
Mstep: Class 36 contains 1258 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 631 members 
Mstep: Class 39 contains 26702 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 7446 members 
Mstep: Class 42 contains 18612 members 
Mstep: Class 43 contains 3062 members 
Mstep: Class 44 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120392592.000000 Penalty: 148260.671875
Iteration 80F: 45 clusters Score -1.203926e+08 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65289 members 
Mstep: Class 3 contains 7432 members 
Mstep: Class 4 contains 33506 members 
Mstep: Class 5 contains 117361 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 107291 members 
Mstep: Class 8 contains 9993 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 21261 members 
Mstep: Class 11 contains 63755 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 14379 members 
Mstep: Class 15 contains 4663 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28598 members 
Mstep: Class 18 contains 3415 members 
Mstep: Class 19 contains 1078 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21382 members 
Mstep: Class 22 contains 12216 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 10727 members 
Mstep: Class 27 contains 22931 members 
Mstep: Class 28 contains 10043 members 
Mstep: Class 29 contains 6289 members 
Mstep: Class 30 contains 6737 members 
Mstep: Class 31 contains 34050 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 51879 members 
Mstep: Class 34 contains 6604 members 
Mstep: Class 35 contains 231 members 
Mstep: Class 36 contains 1260 members 
Mstep: Class 37 contains 8577 members 
Mstep: Class 38 contains 698 members 
Mstep: Class 39 contains 27292 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 7700 members 
Mstep: Class 42 contains 19017 members 
Mstep: Class 43 contains 3318 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120395184.000000 Penalty: 148260.671875
Iteration 81Q: 45 clusters Score -1.203952e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 65293 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 117080 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 107073 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 21456 members 
Mstep: Class 10 contains 21160 members 
Mstep: Class 11 contains 63775 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 1226 members 
Mstep: Class 14 contains 14461 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 28602 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21378 members 
Mstep: Class 22 contains 12142 members 
Mstep: Class 23 contains 18179 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8553 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 22853 members 
Mstep: Class 28 contains 9992 members 
Mstep: Class 29 contains 6289 members 
Mstep: Class 30 contains 6725 members 
Mstep: Class 31 contains 34003 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 51687 members 
Mstep: Class 34 contains 6550 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1260 members 
Mstep: Class 37 contains 8686 members 
Mstep: Class 38 contains 721 members 
Mstep: Class 39 contains 27691 members 
Mstep: Class 40 contains 410 members 
Mstep: Class 41 contains 7893 members 
Mstep: Class 42 contains 19246 members 
Mstep: Class 43 contains 3425 members 
Mstep: Class 44 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120396624.000000 Penalty: 148260.671875
Iteration 82Q: 45 clusters Score -1.203966e+08 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 65297 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 33494 members 
Mstep: Class 5 contains 116874 members 
Mstep: Class 6 contains 10103 members 
Mstep: Class 7 contains 106912 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 21030 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 1221 members 
Mstep: Class 14 contains 14526 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 28605 members 
Mstep: Class 18 contains 3708 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21378 members 
Mstep: Class 22 contains 12091 members 
Mstep: Class 23 contains 18130 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8527 members 
Mstep: Class 26 contains 10651 members 
Mstep: Class 27 contains 22716 members 
Mstep: Class 28 contains 9957 members 
Mstep: Class 29 contains 6295 members 
Mstep: Class 30 contains 6718 members 
Mstep: Class 31 contains 34014 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 51543 members 
Mstep: Class 34 contains 6519 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8768 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 27985 members 
Mstep: Class 40 contains 408 members 
Mstep: Class 41 contains 8012 members 
Mstep: Class 42 contains 19430 members 
Mstep: Class 43 contains 3490 members 
Mstep: Class 44 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120397464.000000 Penalty: 148260.671875
Iteration 83Q: 45 clusters Score -1.203975e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 65280 members 
Mstep: Class 3 contains 7275 members 
Mstep: Class 4 contains 33494 members 
Mstep: Class 5 contains 116705 members 
Mstep: Class 6 contains 10243 members 
Mstep: Class 7 contains 106748 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 21471 members 
Mstep: Class 10 contains 20912 members 
Mstep: Class 11 contains 63793 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 28619 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21385 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 18094 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8499 members 
Mstep: Class 26 contains 10619 members 
Mstep: Class 27 contains 22600 members 
Mstep: Class 28 contains 9907 members 
Mstep: Class 29 contains 6310 members 
Mstep: Class 30 contains 6710 members 
Mstep: Class 31 contains 34030 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 51412 members 
Mstep: Class 34 contains 6490 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8830 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 28203 members 
Mstep: Class 40 contains 406 members 
Mstep: Class 41 contains 8154 members 
Mstep: Class 42 contains 19579 members 
Mstep: Class 43 contains 3538 members 
Mstep: Class 44 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120398432.000000 Penalty: 148260.671875
Iteration 84Q: 45 clusters Score -1.203984e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 65287 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 33498 members 
Mstep: Class 5 contains 116581 members 
Mstep: Class 6 contains 10403 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 9874 members 
Mstep: Class 9 contains 21481 members 
Mstep: Class 10 contains 20774 members 
Mstep: Class 11 contains 63810 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14610 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28621 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21380 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 18053 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8449 members 
Mstep: Class 26 contains 10583 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 9866 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 6708 members 
Mstep: Class 31 contains 34044 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 51300 members 
Mstep: Class 34 contains 6468 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1263 members 
Mstep: Class 37 contains 8888 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 28406 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 8327 members 
Mstep: Class 42 contains 19714 members 
Mstep: Class 43 contains 3563 members 
Mstep: Class 44 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399096.000000 Penalty: 148260.671875
Iteration 85Q: 45 clusters Score -1.203991e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 65261 members 
Mstep: Class 3 contains 7149 members 
Mstep: Class 4 contains 33506 members 
Mstep: Class 5 contains 116473 members 
Mstep: Class 6 contains 10536 members 
Mstep: Class 7 contains 106379 members 
Mstep: Class 8 contains 9876 members 
Mstep: Class 9 contains 21493 members 
Mstep: Class 10 contains 20643 members 
Mstep: Class 11 contains 63828 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28641 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21386 members 
Mstep: Class 22 contains 12028 members 
Mstep: Class 23 contains 18056 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10563 members 
Mstep: Class 27 contains 22341 members 
Mstep: Class 28 contains 9831 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 6710 members 
Mstep: Class 31 contains 34058 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 51200 members 
Mstep: Class 34 contains 6448 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 8927 members 
Mstep: Class 38 contains 737 members 
Mstep: Class 39 contains 28564 members 
Mstep: Class 40 contains 406 members 
Mstep: Class 41 contains 8502 members 
Mstep: Class 42 contains 19808 members 
Mstep: Class 43 contains 3575 members 
Mstep: Class 44 contains 993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399112.000000 Penalty: 148260.671875
Iteration 86Q: 45 clusters Score -1.203991e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 65244 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 33512 members 
Mstep: Class 5 contains 116386 members 
Mstep: Class 6 contains 10628 members 
Mstep: Class 7 contains 106223 members 
Mstep: Class 8 contains 9875 members 
Mstep: Class 9 contains 21482 members 
Mstep: Class 10 contains 20501 members 
Mstep: Class 11 contains 63847 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14681 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21398 members 
Mstep: Class 22 contains 12012 members 
Mstep: Class 23 contains 18055 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8408 members 
Mstep: Class 26 contains 10541 members 
Mstep: Class 27 contains 22225 members 
Mstep: Class 28 contains 9819 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 6713 members 
Mstep: Class 31 contains 34096 members 
Mstep: Class 32 contains 259 members 
Mstep: Class 33 contains 51099 members 
Mstep: Class 34 contains 6442 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 739 members 
Mstep: Class 39 contains 28690 members 
Mstep: Class 40 contains 408 members 
Mstep: Class 41 contains 8652 members 
Mstep: Class 42 contains 19904 members 
Mstep: Class 43 contains 3585 members 
Mstep: Class 44 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399408.000000 Penalty: 148260.671875
Iteration 87Q: 45 clusters Score -1.203994e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 65222 members 
Mstep: Class 3 contains 7044 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 116334 members 
Mstep: Class 6 contains 10680 members 
Mstep: Class 7 contains 106105 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 21473 members 
Mstep: Class 10 contains 20385 members 
Mstep: Class 11 contains 63863 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 14730 members 
Mstep: Class 15 contains 4737 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28678 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21406 members 
Mstep: Class 22 contains 11986 members 
Mstep: Class 23 contains 18029 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8401 members 
Mstep: Class 26 contains 10526 members 
Mstep: Class 27 contains 22099 members 
Mstep: Class 28 contains 9784 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 34123 members 
Mstep: Class 32 contains 258 members 
Mstep: Class 33 contains 51028 members 
Mstep: Class 34 contains 6450 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 28818 members 
Mstep: Class 40 contains 410 members 
Mstep: Class 41 contains 8788 members 
Mstep: Class 42 contains 19973 members 
Mstep: Class 43 contains 3592 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120399640.000000 Penalty: 148260.671875
Iteration 88Q: 45 clusters Score -1.203996e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65200 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 33524 members 
Mstep: Class 5 contains 116294 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 106005 members 
Mstep: Class 8 contains 9878 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 20265 members 
Mstep: Class 11 contains 63868 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14738 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21415 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 17995 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8396 members 
Mstep: Class 26 contains 10521 members 
Mstep: Class 27 contains 21995 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 6709 members 
Mstep: Class 31 contains 34142 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 50980 members 
Mstep: Class 34 contains 6458 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 9063 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 28927 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 8907 members 
Mstep: Class 42 contains 20025 members 
Mstep: Class 43 contains 3603 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400152.000000 Penalty: 148260.671875
Iteration 89Q: 45 clusters Score -1.204002e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65163 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 33521 members 
Mstep: Class 5 contains 116231 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 105899 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 20150 members 
Mstep: Class 11 contains 63878 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14730 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21426 members 
Mstep: Class 22 contains 12008 members 
Mstep: Class 23 contains 17965 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8399 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 21902 members 
Mstep: Class 28 contains 9715 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 6703 members 
Mstep: Class 31 contains 34135 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 50945 members 
Mstep: Class 34 contains 6463 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9113 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 29018 members 
Mstep: Class 40 contains 415 members 
Mstep: Class 41 contains 9097 members 
Mstep: Class 42 contains 20073 members 
Mstep: Class 43 contains 3612 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400704.000000 Penalty: 148260.671875
Iteration 90Q: 45 clusters Score -1.204007e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65116 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 33514 members 
Mstep: Class 5 contains 116183 members 
Mstep: Class 6 contains 10781 members 
Mstep: Class 7 contains 105811 members 
Mstep: Class 8 contains 9882 members 
Mstep: Class 9 contains 21464 members 
Mstep: Class 10 contains 20038 members 
Mstep: Class 11 contains 63889 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1205 members 
Mstep: Class 14 contains 14729 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21434 members 
Mstep: Class 22 contains 12042 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8397 members 
Mstep: Class 26 contains 10486 members 
Mstep: Class 27 contains 21827 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 6701 members 
Mstep: Class 31 contains 34166 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50904 members 
Mstep: Class 34 contains 6473 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9139 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 29080 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 9281 members 
Mstep: Class 42 contains 20094 members 
Mstep: Class 43 contains 3618 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400504.000000 Penalty: 148260.671875
Iteration 91Q: 45 clusters Score -1.204005e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65060 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 33515 members 
Mstep: Class 5 contains 116144 members 
Mstep: Class 6 contains 10823 members 
Mstep: Class 7 contains 105738 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 19905 members 
Mstep: Class 11 contains 63886 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14721 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21441 members 
Mstep: Class 22 contains 12095 members 
Mstep: Class 23 contains 17946 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 10473 members 
Mstep: Class 27 contains 21742 members 
Mstep: Class 28 contains 9578 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 6699 members 
Mstep: Class 31 contains 34196 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50872 members 
Mstep: Class 34 contains 6483 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9163 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 29141 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 9517 members 
Mstep: Class 42 contains 20119 members 
Mstep: Class 43 contains 3619 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120400968.000000 Penalty: 148260.671875
Iteration 92Q: 45 clusters Score -1.20401e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 65017 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 33519 members 
Mstep: Class 5 contains 116109 members 
Mstep: Class 6 contains 10862 members 
Mstep: Class 7 contains 105638 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 19772 members 
Mstep: Class 11 contains 63890 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14703 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 4434 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21447 members 
Mstep: Class 22 contains 12143 members 
Mstep: Class 23 contains 17940 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8401 members 
Mstep: Class 26 contains 10461 members 
Mstep: Class 27 contains 21656 members 
Mstep: Class 28 contains 9511 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 6688 members 
Mstep: Class 31 contains 34202 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50838 members 
Mstep: Class 34 contains 6489 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9195 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29209 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 9767 members 
Mstep: Class 42 contains 20153 members 
Mstep: Class 43 contains 3624 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401584.000000 Penalty: 148260.671875
Iteration 93Q: 45 clusters Score -1.204016e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64979 members 
Mstep: Class 3 contains 6857 members 
Mstep: Class 4 contains 33518 members 
Mstep: Class 5 contains 116084 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 105552 members 
Mstep: Class 8 contains 9846 members 
Mstep: Class 9 contains 21475 members 
Mstep: Class 10 contains 19627 members 
Mstep: Class 11 contains 63892 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21449 members 
Mstep: Class 22 contains 12172 members 
Mstep: Class 23 contains 17927 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8404 members 
Mstep: Class 26 contains 10461 members 
Mstep: Class 27 contains 21562 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 34213 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50803 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9226 members 
Mstep: Class 38 contains 745 members 
Mstep: Class 39 contains 29263 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 10016 members 
Mstep: Class 42 contains 20176 members 
Mstep: Class 43 contains 3631 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401792.000000 Penalty: 148260.671875
Iteration 94Q: 45 clusters Score -1.204018e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64927 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 33534 members 
Mstep: Class 5 contains 116060 members 
Mstep: Class 6 contains 10927 members 
Mstep: Class 7 contains 105465 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 21472 members 
Mstep: Class 10 contains 19525 members 
Mstep: Class 11 contains 63883 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21447 members 
Mstep: Class 22 contains 12209 members 
Mstep: Class 23 contains 17920 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8402 members 
Mstep: Class 26 contains 10458 members 
Mstep: Class 27 contains 21472 members 
Mstep: Class 28 contains 9404 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 6666 members 
Mstep: Class 31 contains 34214 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50776 members 
Mstep: Class 34 contains 6495 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9264 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29323 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 10228 members 
Mstep: Class 42 contains 20198 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401848.000000 Penalty: 148260.671875
Iteration 95Q: 45 clusters Score -1.204018e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64886 members 
Mstep: Class 3 contains 6825 members 
Mstep: Class 4 contains 33548 members 
Mstep: Class 5 contains 116034 members 
Mstep: Class 6 contains 10964 members 
Mstep: Class 7 contains 105396 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 21474 members 
Mstep: Class 10 contains 19408 members 
Mstep: Class 11 contains 63883 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 5122 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 4546 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21446 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 17911 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8407 members 
Mstep: Class 26 contains 10461 members 
Mstep: Class 27 contains 21362 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 6655 members 
Mstep: Class 31 contains 34224 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50758 members 
Mstep: Class 34 contains 6493 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9287 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29388 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 10426 members 
Mstep: Class 42 contains 20221 members 
Mstep: Class 43 contains 3631 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120401816.000000 Penalty: 148260.671875
Iteration 96Q: 45 clusters Score -1.204018e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64859 members 
Mstep: Class 3 contains 6812 members 
Mstep: Class 4 contains 33551 members 
Mstep: Class 5 contains 115996 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 105344 members 
Mstep: Class 8 contains 9854 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 19274 members 
Mstep: Class 11 contains 63877 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14601 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 4574 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21453 members 
Mstep: Class 22 contains 12286 members 
Mstep: Class 23 contains 17900 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8416 members 
Mstep: Class 26 contains 10452 members 
Mstep: Class 27 contains 21279 members 
Mstep: Class 28 contains 9292 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 34250 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50738 members 
Mstep: Class 34 contains 6486 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9304 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29424 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 10627 members 
Mstep: Class 42 contains 20233 members 
Mstep: Class 43 contains 3635 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402200.000000 Penalty: 148260.671875
Iteration 97Q: 45 clusters Score -1.204022e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64835 members 
Mstep: Class 3 contains 6798 members 
Mstep: Class 4 contains 33549 members 
Mstep: Class 5 contains 115972 members 
Mstep: Class 6 contains 11014 members 
Mstep: Class 7 contains 105286 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 21484 members 
Mstep: Class 10 contains 19119 members 
Mstep: Class 11 contains 63876 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 4587 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 12314 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8418 members 
Mstep: Class 26 contains 10449 members 
Mstep: Class 27 contains 21182 members 
Mstep: Class 28 contains 9261 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 6633 members 
Mstep: Class 31 contains 34278 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50719 members 
Mstep: Class 34 contains 6484 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9327 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29471 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 10853 members 
Mstep: Class 42 contains 20248 members 
Mstep: Class 43 contains 3642 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402392.000000 Penalty: 148260.671875
Iteration 98Q: 45 clusters Score -1.204024e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 6785 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 115930 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 105212 members 
Mstep: Class 8 contains 9874 members 
Mstep: Class 9 contains 21484 members 
Mstep: Class 10 contains 18989 members 
Mstep: Class 11 contains 63863 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14542 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 4605 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21458 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 17898 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8417 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 21072 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 6360 members 
Mstep: Class 30 contains 6626 members 
Mstep: Class 31 contains 34298 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50711 members 
Mstep: Class 34 contains 6487 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9352 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29516 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 11039 members 
Mstep: Class 42 contains 20267 members 
Mstep: Class 43 contains 3645 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120402592.000000 Penalty: 148260.671875
Iteration 99Q: 45 clusters Score -1.204026e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64785 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 33537 members 
Mstep: Class 5 contains 115904 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 105165 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 21493 members 
Mstep: Class 10 contains 18884 members 
Mstep: Class 11 contains 63852 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14504 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21463 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 17902 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 8415 members 
Mstep: Class 26 contains 10431 members 
Mstep: Class 27 contains 20981 members 
Mstep: Class 28 contains 9205 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 6625 members 
Mstep: Class 31 contains 34332 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50702 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9370 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29560 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 11204 members 
Mstep: Class 42 contains 20294 members 
Mstep: Class 43 contains 3647 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403096.000000 Penalty: 148260.671875
Iteration 100F: 45 clusters Score -1.204031e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64762 members 
Mstep: Class 3 contains 6751 members 
Mstep: Class 4 contains 33522 members 
Mstep: Class 5 contains 115873 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 105098 members 
Mstep: Class 8 contains 9886 members 
Mstep: Class 9 contains 21504 members 
Mstep: Class 10 contains 18762 members 
Mstep: Class 11 contains 63852 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 14464 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28700 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21467 members 
Mstep: Class 22 contains 12429 members 
Mstep: Class 23 contains 17908 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8415 members 
Mstep: Class 26 contains 10425 members 
Mstep: Class 27 contains 20883 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 6621 members 
Mstep: Class 31 contains 34364 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50694 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9390 members 
Mstep: Class 38 contains 754 members 
Mstep: Class 39 contains 29601 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 11411 members 
Mstep: Class 42 contains 20316 members 
Mstep: Class 43 contains 3649 members 
Mstep: Class 44 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403600.000000 Penalty: 148260.671875
Iteration 101Q: 45 clusters Score -1.204036e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 115853 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 105044 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 21508 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 63851 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21467 members 
Mstep: Class 22 contains 12456 members 
Mstep: Class 23 contains 17904 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 8405 members 
Mstep: Class 26 contains 10426 members 
Mstep: Class 27 contains 20809 members 
Mstep: Class 28 contains 9158 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 6611 members 
Mstep: Class 31 contains 34391 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50689 members 
Mstep: Class 34 contains 6496 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 9413 members 
Mstep: Class 38 contains 754 members 
Mstep: Class 39 contains 29633 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 11586 members 
Mstep: Class 42 contains 20338 members 
Mstep: Class 43 contains 3651 members 
Mstep: Class 44 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403856.000000 Penalty: 148260.671875
Iteration 102Q: 45 clusters Score -1.204039e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64742 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 33500 members 
Mstep: Class 5 contains 115825 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 105003 members 
Mstep: Class 8 contains 9910 members 
Mstep: Class 9 contains 21510 members 
Mstep: Class 10 contains 18535 members 
Mstep: Class 11 contains 63839 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14380 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21463 members 
Mstep: Class 22 contains 12494 members 
Mstep: Class 23 contains 17899 members 
Mstep: Class 24 contains 266 members 
Mstep: Class 25 contains 8403 members 
Mstep: Class 26 contains 10414 members 
Mstep: Class 27 contains 20745 members 
Mstep: Class 28 contains 9135 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 6607 members 
Mstep: Class 31 contains 34415 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50683 members 
Mstep: Class 34 contains 6499 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 9432 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29664 members 
Mstep: Class 40 contains 417 members 
Mstep: Class 41 contains 11752 members 
Mstep: Class 42 contains 20363 members 
Mstep: Class 43 contains 3652 members 
Mstep: Class 44 contains 1012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120403960.000000 Penalty: 148260.671875
Iteration 103Q: 45 clusters Score -1.20404e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64736 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 33487 members 
Mstep: Class 5 contains 115801 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 104965 members 
Mstep: Class 8 contains 9931 members 
Mstep: Class 9 contains 21514 members 
Mstep: Class 10 contains 18380 members 
Mstep: Class 11 contains 63825 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21459 members 
Mstep: Class 22 contains 12513 members 
Mstep: Class 23 contains 17900 members 
Mstep: Class 24 contains 264 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 10410 members 
Mstep: Class 27 contains 20689 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 6369 members 
Mstep: Class 30 contains 6596 members 
Mstep: Class 31 contains 34454 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50675 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 9444 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29679 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 11937 members 
Mstep: Class 42 contains 20388 members 
Mstep: Class 43 contains 3651 members 
Mstep: Class 44 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404296.000000 Penalty: 148260.671875
Iteration 104Q: 45 clusters Score -1.204043e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 64708 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 33476 members 
Mstep: Class 5 contains 115785 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 104916 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 18241 members 
Mstep: Class 11 contains 63826 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14326 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28709 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21465 members 
Mstep: Class 22 contains 12533 members 
Mstep: Class 23 contains 17901 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8409 members 
Mstep: Class 26 contains 10415 members 
Mstep: Class 27 contains 20654 members 
Mstep: Class 28 contains 9120 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 6597 members 
Mstep: Class 31 contains 34473 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50658 members 
Mstep: Class 34 contains 6522 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 9444 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29686 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12090 members 
Mstep: Class 42 contains 20411 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404472.000000 Penalty: 148260.671875
Iteration 105Q: 45 clusters Score -1.204045e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64689 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 33467 members 
Mstep: Class 5 contains 115775 members 
Mstep: Class 6 contains 11177 members 
Mstep: Class 7 contains 104875 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 21523 members 
Mstep: Class 10 contains 18122 members 
Mstep: Class 11 contains 63820 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14300 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28711 members 
Mstep: Class 18 contains 4711 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21476 members 
Mstep: Class 22 contains 12543 members 
Mstep: Class 23 contains 17904 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8414 members 
Mstep: Class 26 contains 10418 members 
Mstep: Class 27 contains 20623 members 
Mstep: Class 28 contains 9121 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 34480 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50647 members 
Mstep: Class 34 contains 6525 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9449 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 29708 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12219 members 
Mstep: Class 42 contains 20437 members 
Mstep: Class 43 contains 3658 members 
Mstep: Class 44 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404872.000000 Penalty: 148260.671875
Iteration 106Q: 45 clusters Score -1.204049e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 64682 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 33455 members 
Mstep: Class 5 contains 115760 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 104836 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 18020 members 
Mstep: Class 11 contains 63799 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 14277 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28711 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21478 members 
Mstep: Class 22 contains 12551 members 
Mstep: Class 23 contains 17906 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8418 members 
Mstep: Class 26 contains 10414 members 
Mstep: Class 27 contains 20599 members 
Mstep: Class 28 contains 9132 members 
Mstep: Class 29 contains 6356 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 34515 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50631 members 
Mstep: Class 34 contains 6532 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9455 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 29718 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 20457 members 
Mstep: Class 43 contains 3662 members 
Mstep: Class 44 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404952.000000 Penalty: 148260.671875
Iteration 107Q: 45 clusters Score -1.20405e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 64675 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 33453 members 
Mstep: Class 5 contains 115747 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 104808 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 21533 members 
Mstep: Class 10 contains 17900 members 
Mstep: Class 11 contains 63789 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 14264 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28714 members 
Mstep: Class 18 contains 4731 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 12559 members 
Mstep: Class 23 contains 17907 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8419 members 
Mstep: Class 26 contains 10417 members 
Mstep: Class 27 contains 20579 members 
Mstep: Class 28 contains 9140 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 34552 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50609 members 
Mstep: Class 34 contains 6539 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9460 members 
Mstep: Class 38 contains 745 members 
Mstep: Class 39 contains 29723 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12465 members 
Mstep: Class 42 contains 20471 members 
Mstep: Class 43 contains 3664 members 
Mstep: Class 44 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120404992.000000 Penalty: 148260.671875
Iteration 108Q: 45 clusters Score -1.20405e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64662 members 
Mstep: Class 3 contains 6684 members 
Mstep: Class 4 contains 33443 members 
Mstep: Class 5 contains 115752 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 104795 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 17795 members 
Mstep: Class 11 contains 63779 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14242 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21491 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 17902 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8420 members 
Mstep: Class 26 contains 10419 members 
Mstep: Class 27 contains 20563 members 
Mstep: Class 28 contains 9135 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 6600 members 
Mstep: Class 31 contains 34591 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50592 members 
Mstep: Class 34 contains 6550 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 29737 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12567 members 
Mstep: Class 42 contains 20483 members 
Mstep: Class 43 contains 3667 members 
Mstep: Class 44 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405104.000000 Penalty: 148260.671875
Iteration 109Q: 45 clusters Score -1.204051e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64653 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 33446 members 
Mstep: Class 5 contains 115746 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 104794 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 21528 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 63772 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 4762 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21493 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 17896 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8416 members 
Mstep: Class 26 contains 10427 members 
Mstep: Class 27 contains 20544 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 34636 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50573 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9468 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29744 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12671 members 
Mstep: Class 42 contains 20496 members 
Mstep: Class 43 contains 3666 members 
Mstep: Class 44 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405200.000000 Penalty: 148260.671875
Iteration 110Q: 45 clusters Score -1.204052e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64633 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 33446 members 
Mstep: Class 5 contains 115739 members 
Mstep: Class 6 contains 11234 members 
Mstep: Class 7 contains 104772 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 21528 members 
Mstep: Class 10 contains 17531 members 
Mstep: Class 11 contains 63770 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28714 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21491 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 17897 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8410 members 
Mstep: Class 26 contains 10426 members 
Mstep: Class 27 contains 20537 members 
Mstep: Class 28 contains 9134 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 34686 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50560 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29741 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12787 members 
Mstep: Class 42 contains 20508 members 
Mstep: Class 43 contains 3666 members 
Mstep: Class 44 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405272.000000 Penalty: 148260.671875
Iteration 111Q: 45 clusters Score -1.204053e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 33445 members 
Mstep: Class 5 contains 115732 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 104738 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 21524 members 
Mstep: Class 10 contains 17409 members 
Mstep: Class 11 contains 63767 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28711 members 
Mstep: Class 18 contains 4798 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21488 members 
Mstep: Class 22 contains 12603 members 
Mstep: Class 23 contains 17893 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8409 members 
Mstep: Class 26 contains 10428 members 
Mstep: Class 27 contains 20530 members 
Mstep: Class 28 contains 9139 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 6607 members 
Mstep: Class 31 contains 34727 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50536 members 
Mstep: Class 34 contains 6555 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29743 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 12927 members 
Mstep: Class 42 contains 20512 members 
Mstep: Class 43 contains 3665 members 
Mstep: Class 44 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405072.000000 Penalty: 148260.671875
Iteration 112Q: 45 clusters Score -1.204051e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 64613 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 33441 members 
Mstep: Class 5 contains 115721 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 104703 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 63760 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21494 members 
Mstep: Class 22 contains 12610 members 
Mstep: Class 23 contains 17892 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8403 members 
Mstep: Class 26 contains 10424 members 
Mstep: Class 27 contains 20524 members 
Mstep: Class 28 contains 9141 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 34758 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50524 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 29745 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13071 members 
Mstep: Class 42 contains 20518 members 
Mstep: Class 43 contains 3666 members 
Mstep: Class 44 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405160.000000 Penalty: 148260.671875
Iteration 113Q: 45 clusters Score -1.204052e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64601 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 33437 members 
Mstep: Class 5 contains 115711 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 104665 members 
Mstep: Class 8 contains 10028 members 
Mstep: Class 9 contains 21521 members 
Mstep: Class 10 contains 17194 members 
Mstep: Class 11 contains 63752 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28713 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21501 members 
Mstep: Class 22 contains 12610 members 
Mstep: Class 23 contains 17890 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8401 members 
Mstep: Class 26 contains 10421 members 
Mstep: Class 27 contains 20517 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 6597 members 
Mstep: Class 31 contains 34776 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50513 members 
Mstep: Class 34 contains 6541 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1267 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29742 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13212 members 
Mstep: Class 42 contains 20530 members 
Mstep: Class 43 contains 3667 members 
Mstep: Class 44 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405128.000000 Penalty: 148260.671875
Iteration 114Q: 45 clusters Score -1.204051e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64594 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 33429 members 
Mstep: Class 5 contains 115703 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 104639 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 17089 members 
Mstep: Class 11 contains 63741 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28713 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21502 members 
Mstep: Class 22 contains 12602 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8400 members 
Mstep: Class 26 contains 10421 members 
Mstep: Class 27 contains 20512 members 
Mstep: Class 28 contains 9142 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 34803 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50501 members 
Mstep: Class 34 contains 6538 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1268 members 
Mstep: Class 37 contains 9522 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29745 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13347 members 
Mstep: Class 42 contains 20536 members 
Mstep: Class 43 contains 3668 members 
Mstep: Class 44 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405304.000000 Penalty: 148260.671875
Iteration 115Q: 45 clusters Score -1.204053e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64581 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 33421 members 
Mstep: Class 5 contains 115686 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 104612 members 
Mstep: Class 8 contains 10036 members 
Mstep: Class 9 contains 21523 members 
Mstep: Class 10 contains 16995 members 
Mstep: Class 11 contains 63739 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 14183 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21507 members 
Mstep: Class 22 contains 12602 members 
Mstep: Class 23 contains 17896 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8406 members 
Mstep: Class 26 contains 10426 members 
Mstep: Class 27 contains 20502 members 
Mstep: Class 28 contains 9150 members 
Mstep: Class 29 contains 6312 members 
Mstep: Class 30 contains 6593 members 
Mstep: Class 31 contains 34815 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50483 members 
Mstep: Class 34 contains 6537 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9530 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29757 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13460 members 
Mstep: Class 42 contains 20542 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405296.000000 Penalty: 148260.671875
Iteration 116Q: 45 clusters Score -1.204053e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64568 members 
Mstep: Class 3 contains 6635 members 
Mstep: Class 4 contains 33421 members 
Mstep: Class 5 contains 115670 members 
Mstep: Class 6 contains 11272 members 
Mstep: Class 7 contains 104580 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 16900 members 
Mstep: Class 11 contains 63735 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 14 contains 14180 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28719 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21516 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 17896 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8407 members 
Mstep: Class 26 contains 10431 members 
Mstep: Class 27 contains 20498 members 
Mstep: Class 28 contains 9154 members 
Mstep: Class 29 contains 6306 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 34828 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50473 members 
Mstep: Class 34 contains 6533 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29767 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13558 members 
Mstep: Class 42 contains 20550 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405520.000000 Penalty: 148260.671875
Iteration 117Q: 45 clusters Score -1.204055e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64561 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 33412 members 
Mstep: Class 5 contains 115669 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 104545 members 
Mstep: Class 8 contains 10057 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 16830 members 
Mstep: Class 11 contains 63726 members 
Mstep: Class 12 contains 3024 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28721 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21520 members 
Mstep: Class 22 contains 12604 members 
Mstep: Class 23 contains 17896 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8409 members 
Mstep: Class 26 contains 10436 members 
Mstep: Class 27 contains 20495 members 
Mstep: Class 28 contains 9164 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 6587 members 
Mstep: Class 31 contains 34837 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50463 members 
Mstep: Class 34 contains 6535 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9545 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29771 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13662 members 
Mstep: Class 42 contains 20550 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405704.000000 Penalty: 148260.671875
Iteration 118Q: 45 clusters Score -1.204057e+08 nChanged 502
Entering ConstructFrom: 
Score: -120405704.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -156655.406250 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -156655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154787.859375 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -154787.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -155324.421875 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -155324.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155702.421875 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -155702.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -155994.031250 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -155994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -156393.421875 Penalty: 3466.710205
	Iteration 4F: 3 clusters Score -156393.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -156735.140625 Penalty: 3466.710205
	Iteration 5F: 3 clusters Score -156735.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -157063.765625 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -157063.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -157161.500000 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -157161.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -157181.359375 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -157181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -157192.343750 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -157192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -157199.265625 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -157199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -157200.796875 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -157200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -157202.515625 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -157202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -157202.515625 Penalty: 3466.710205
	Iteration 13F: 3 clusters Score -157202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 64554 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 115673 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 104521 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 63723 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21528 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 34859 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50444 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29776 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13775 members 
Mstep: Class 42 contains 20551 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Mstep: Class 45 contains 254 members 
Entering Unmasked Estep 
Score: -120404624.000000 Penalty: 151630.234375
Splitting cluster 1 changes total score from -120405704.000000 to -120404624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Entering Unmasked Estep 
Score: -9974883.000000 Penalty: 2746.663818
	Iteration 0F: 2 clusters Score -9974883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -9931528.000000 Penalty: 5493.327637
	Iteration 0F: 3 clusters Score -9931528 nChanged 30090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9948792.000000 Penalty: 5493.327637
	Iteration 1F: 3 clusters Score -9948792 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -9949998.000000 Penalty: 5493.327637
	Iteration 2Q: 3 clusters Score -9949998 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -9951930.000000 Penalty: 5493.327637
	Iteration 3F: 3 clusters Score -9951930 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -9954457.000000 Penalty: 5493.327637
	Iteration 4F: 3 clusters Score -9954457 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -9957986.000000 Penalty: 5493.327637
	Iteration 5F: 3 clusters Score -9957986 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -9962150.000000 Penalty: 5493.327637
	Iteration 6F: 3 clusters Score -9962150 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -9965906.000000 Penalty: 5493.327637
	Iteration 7F: 3 clusters Score -9965906 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -9968741.000000 Penalty: 5493.327637
	Iteration 8Q: 3 clusters Score -9968741 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9970450.000000 Penalty: 5493.327637
	Iteration 9Q: 3 clusters Score -9970450 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -9971400.000000 Penalty: 5493.327637
	Iteration 10Q: 3 clusters Score -9971400 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -9971913.000000 Penalty: 5493.327637
	Iteration 11Q: 3 clusters Score -9971913 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -9972106.000000 Penalty: 5493.327637
	Iteration 12Q: 3 clusters Score -9972106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -9972240.000000 Penalty: 5493.327637
	Iteration 13Q: 3 clusters Score -9972240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -9972312.000000 Penalty: 5493.327637
	Iteration 14Q: 3 clusters Score -9972312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -9972349.000000 Penalty: 5493.327637
	Iteration 15Q: 3 clusters Score -9972349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -9972380.000000 Penalty: 5493.327637
	Iteration 16Q: 3 clusters Score -9972380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -9972412.000000 Penalty: 5493.327637
	Iteration 17Q: 3 clusters Score -9972412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -9972432.000000 Penalty: 5493.327637
	Iteration 18Q: 3 clusters Score -9972432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -9972431.000000 Penalty: 5493.327637
	Iteration 19Q: 3 clusters Score -9972431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -9972441.000000 Penalty: 5493.327637
	Iteration 20F: 3 clusters Score -9972441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -9972442.000000 Penalty: 5493.327637
	Iteration 21Q: 3 clusters Score -9972442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -9972450.000000 Penalty: 5493.327637
	Iteration 22Q: 3 clusters Score -9972450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -9972451.000000 Penalty: 5493.327637
	Iteration 23Q: 3 clusters Score -9972451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -9972455.000000 Penalty: 5493.327637
	Iteration 24Q: 3 clusters Score -9972455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -9972460.000000 Penalty: 5493.327637
	Iteration 25Q: 3 clusters Score -9972460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9972464.000000 Penalty: 5493.327637
	Iteration 26Q: 3 clusters Score -9972464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -9972465.000000 Penalty: 5493.327637
	Iteration 27Q: 3 clusters Score -9972465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -9972481.000000 Penalty: 5493.327637
	Iteration 28Q: 3 clusters Score -9972481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -9972504.000000 Penalty: 5493.327637
	Iteration 29Q: 3 clusters Score -9972504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -9972502.000000 Penalty: 5493.327637
	Iteration 30Q: 3 clusters Score -9972502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -9972508.000000 Penalty: 5493.327637
	Iteration 31Q: 3 clusters Score -9972508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -9972514.000000 Penalty: 5493.327637
	Iteration 32Q: 3 clusters Score -9972514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -9972525.000000 Penalty: 5493.327637
	Iteration 33Q: 3 clusters Score -9972525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -9972525.000000 Penalty: 5493.327637
	Iteration 34Q: 3 clusters Score -9972525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -9972527.000000 Penalty: 5493.327637
	Iteration 35Q: 3 clusters Score -9972527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -9972537.000000 Penalty: 5493.327637
	Iteration 36Q: 3 clusters Score -9972537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -9972541.000000 Penalty: 5493.327637
	Iteration 37Q: 3 clusters Score -9972541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -9972543.000000 Penalty: 5493.327637
	Iteration 38Q: 3 clusters Score -9972543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -9972540.000000 Penalty: 5493.327637
	Iteration 39Q: 3 clusters Score -9972540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9972546.000000 Penalty: 5493.327637
	Iteration 40F: 3 clusters Score -9972546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Entering Unmasked Estep 
Score: -1048022.687500 Penalty: 2181.941895
	Iteration 0F: 2 clusters Score -1048023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1042471.812500 Penalty: 4363.883789
	Iteration 0F: 3 clusters Score -1042472 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1043912.500000 Penalty: 4363.883789
	Iteration 1F: 3 clusters Score -1043912 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1044130.812500 Penalty: 4363.883789
	Iteration 2F: 3 clusters Score -1044131 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1044275.437500 Penalty: 4363.883789
	Iteration 3Q: 3 clusters Score -1044275 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1044374.812500 Penalty: 4363.883789
	Iteration 4Q: 3 clusters Score -1044375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1044442.000000 Penalty: 4363.883789
	Iteration 5Q: 3 clusters Score -1044442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1044496.000000 Penalty: 4363.883789
	Iteration 6Q: 3 clusters Score -1044496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1044542.625000 Penalty: 4363.883789
	Iteration 7Q: 3 clusters Score -1044543 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1044581.812500 Penalty: 4363.883789
	Iteration 8Q: 3 clusters Score -1044582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1044612.187500 Penalty: 4363.883789
	Iteration 9Q: 3 clusters Score -1044612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1044637.812500 Penalty: 4363.883789
	Iteration 10Q: 3 clusters Score -1044638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1044653.625000 Penalty: 4363.883789
	Iteration 11Q: 3 clusters Score -1044654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1044674.437500 Penalty: 4363.883789
	Iteration 12Q: 3 clusters Score -1044674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1044700.750000 Penalty: 4363.883789
	Iteration 13Q: 3 clusters Score -1044701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1044726.312500 Penalty: 4363.883789
	Iteration 14Q: 3 clusters Score -1044726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1044746.437500 Penalty: 4363.883789
	Iteration 15Q: 3 clusters Score -1044746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1044770.625000 Penalty: 4363.883789
	Iteration 16Q: 3 clusters Score -1044771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1044800.250000 Penalty: 4363.883789
	Iteration 17Q: 3 clusters Score -1044800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1044846.250000 Penalty: 4363.883789
	Iteration 18Q: 3 clusters Score -1044846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1044896.687500 Penalty: 4363.883789
	Iteration 19Q: 3 clusters Score -1044897 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1044953.312500 Penalty: 4363.883789
	Iteration 20F: 3 clusters Score -1044953 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1045018.062500 Penalty: 4363.883789
	Iteration 21Q: 3 clusters Score -1045018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1045083.812500 Penalty: 4363.883789
	Iteration 22Q: 3 clusters Score -1045084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1045152.687500 Penalty: 4363.883789
	Iteration 23Q: 3 clusters Score -1045153 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1045233.750000 Penalty: 4363.883789
	Iteration 24Q: 3 clusters Score -1045234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1045314.562500 Penalty: 4363.883789
	Iteration 25Q: 3 clusters Score -1045315 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1045398.187500 Penalty: 4363.883789
	Iteration 26Q: 3 clusters Score -1045398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1045490.937500 Penalty: 4363.883789
	Iteration 27Q: 3 clusters Score -1045491 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1045581.500000 Penalty: 4363.883789
	Iteration 28Q: 3 clusters Score -1045582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1045646.062500 Penalty: 4363.883789
	Iteration 29Q: 3 clusters Score -1045646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1045699.312500 Penalty: 4363.883789
	Iteration 30Q: 3 clusters Score -1045699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1045755.062500 Penalty: 4363.883789
	Iteration 31Q: 3 clusters Score -1045755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1045796.875000 Penalty: 4363.883789
	Iteration 32Q: 3 clusters Score -1045797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1045825.437500 Penalty: 4363.883789
	Iteration 33Q: 3 clusters Score -1045825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1045853.875000 Penalty: 4363.883789
	Iteration 34Q: 3 clusters Score -1045854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1045882.000000 Penalty: 4363.883789
	Iteration 35Q: 3 clusters Score -1045882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1045902.250000 Penalty: 4363.883789
	Iteration 36Q: 3 clusters Score -1045902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1045920.062500 Penalty: 4363.883789
	Iteration 37Q: 3 clusters Score -1045920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1045942.125000 Penalty: 4363.883789
	Iteration 38Q: 3 clusters Score -1045942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1045960.625000 Penalty: 4363.883789
	Iteration 39Q: 3 clusters Score -1045961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1045981.687500 Penalty: 4363.883789
	Iteration 40F: 3 clusters Score -1045982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1045994.062500 Penalty: 4363.883789
	Iteration 41Q: 3 clusters Score -1045994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1046009.000000 Penalty: 4363.883789
	Iteration 42Q: 3 clusters Score -1046009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1046016.562500 Penalty: 4363.883789
	Iteration 43Q: 3 clusters Score -1046017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1046024.312500 Penalty: 4363.883789
	Iteration 44Q: 3 clusters Score -1046024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1046035.562500 Penalty: 4363.883789
	Iteration 45Q: 3 clusters Score -1046036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1046046.812500 Penalty: 4363.883789
	Iteration 46Q: 3 clusters Score -1046047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1046051.312500 Penalty: 4363.883789
	Iteration 47Q: 3 clusters Score -1046051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1046059.812500 Penalty: 4363.883789
	Iteration 48Q: 3 clusters Score -1046060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1046069.875000 Penalty: 4363.883789
	Iteration 49Q: 3 clusters Score -1046070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1046075.250000 Penalty: 4363.883789
	Iteration 50Q: 3 clusters Score -1046075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1046081.000000 Penalty: 4363.883789
	Iteration 51Q: 3 clusters Score -1046081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1046089.187500 Penalty: 4363.883789
	Iteration 52Q: 3 clusters Score -1046089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1046090.437500 Penalty: 4363.883789
	Iteration 53Q: 3 clusters Score -1046090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1046091.437500 Penalty: 4363.883789
	Iteration 54Q: 3 clusters Score -1046091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1046093.937500 Penalty: 4363.883789
	Iteration 55Q: 3 clusters Score -1046094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1046095.375000 Penalty: 4363.883789
	Iteration 56Q: 3 clusters Score -1046095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1046097.750000 Penalty: 4363.883789
	Iteration 57Q: 3 clusters Score -1046098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1046098.375000 Penalty: 4363.883789
	Iteration 58Q: 3 clusters Score -1046098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1046101.937500 Penalty: 4363.883789
	Iteration 59Q: 3 clusters Score -1046102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1046102.937500 Penalty: 4363.883789
	Iteration 60F: 3 clusters Score -1046103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1046105.125000 Penalty: 4363.883789
	Iteration 61Q: 3 clusters Score -1046105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1046106.812500 Penalty: 4363.883789
	Iteration 62Q: 3 clusters Score -1046107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1046106.750000 Penalty: 4363.883789
	Iteration 63Q: 3 clusters Score -1046107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1046107.125000 Penalty: 4363.883789
	Iteration 64Q: 3 clusters Score -1046107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1046108.875000 Penalty: 4363.883789
	Iteration 65Q: 3 clusters Score -1046109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1046110.375000 Penalty: 4363.883789
	Iteration 66Q: 3 clusters Score -1046110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1046110.375000 Penalty: 4363.883789
	Iteration 67F: 3 clusters Score -1046110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Entering Unmasked Estep 
Score: -5209210.000000 Penalty: 2583.267334
	Iteration 0F: 2 clusters Score -5209210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5186396.500000 Penalty: 5166.534668
	Iteration 0F: 3 clusters Score -5186396 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5194653.500000 Penalty: 5166.534668
	Iteration 1F: 3 clusters Score -5194654 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5195159.000000 Penalty: 5166.534668
	Iteration 2Q: 3 clusters Score -5195159 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5195605.000000 Penalty: 5166.534668
	Iteration 3Q: 3 clusters Score -5195605 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5196123.000000 Penalty: 5166.534668
	Iteration 4Q: 3 clusters Score -5196123 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -5196643.000000 Penalty: 5166.534668
	Iteration 5Q: 3 clusters Score -5196643 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5197311.000000 Penalty: 5166.534668
	Iteration 6Q: 3 clusters Score -5197311 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5198010.000000 Penalty: 5166.534668
	Iteration 7Q: 3 clusters Score -5198010 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -5198738.500000 Penalty: 5166.534668
	Iteration 8Q: 3 clusters Score -5198738 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5199553.500000 Penalty: 5166.534668
	Iteration 9Q: 3 clusters Score -5199554 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5200213.000000 Penalty: 5166.534668
	Iteration 10Q: 3 clusters Score -5200213 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5200768.500000 Penalty: 5166.534668
	Iteration 11Q: 3 clusters Score -5200768 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -5201190.000000 Penalty: 5166.534668
	Iteration 12Q: 3 clusters Score -5201190 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5201614.500000 Penalty: 5166.534668
	Iteration 13Q: 3 clusters Score -5201614 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5201935.500000 Penalty: 5166.534668
	Iteration 14Q: 3 clusters Score -5201936 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5202222.500000 Penalty: 5166.534668
	Iteration 15Q: 3 clusters Score -5202222 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5202493.500000 Penalty: 5166.534668
	Iteration 16Q: 3 clusters Score -5202494 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5202731.500000 Penalty: 5166.534668
	Iteration 17Q: 3 clusters Score -5202732 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5203015.000000 Penalty: 5166.534668
	Iteration 18Q: 3 clusters Score -5203015 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5203284.000000 Penalty: 5166.534668
	Iteration 19Q: 3 clusters Score -5203284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5203601.500000 Penalty: 5166.534668
	Iteration 20F: 3 clusters Score -5203602 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5203902.500000 Penalty: 5166.534668
	Iteration 21Q: 3 clusters Score -5203902 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5204232.000000 Penalty: 5166.534668
	Iteration 22Q: 3 clusters Score -5204232 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5204502.500000 Penalty: 5166.534668
	Iteration 23Q: 3 clusters Score -5204502 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5204751.500000 Penalty: 5166.534668
	Iteration 24Q: 3 clusters Score -5204752 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5205064.000000 Penalty: 5166.534668
	Iteration 25Q: 3 clusters Score -5205064 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5205384.000000 Penalty: 5166.534668
	Iteration 26Q: 3 clusters Score -5205384 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5205674.000000 Penalty: 5166.534668
	Iteration 27Q: 3 clusters Score -5205674 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5205878.000000 Penalty: 5166.534668
	Iteration 28Q: 3 clusters Score -5205878 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5206132.000000 Penalty: 5166.534668
	Iteration 29Q: 3 clusters Score -5206132 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5206333.000000 Penalty: 5166.534668
	Iteration 30Q: 3 clusters Score -5206333 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5206501.000000 Penalty: 5166.534668
	Iteration 31Q: 3 clusters Score -5206501 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -5206631.000000 Penalty: 5166.534668
	Iteration 32Q: 3 clusters Score -5206631 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -5206789.000000 Penalty: 5166.534668
	Iteration 33Q: 3 clusters Score -5206789 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5206869.500000 Penalty: 5166.534668
	Iteration 34Q: 3 clusters Score -5206870 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5206956.000000 Penalty: 5166.534668
	Iteration 35Q: 3 clusters Score -5206956 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5207008.500000 Penalty: 5166.534668
	Iteration 36Q: 3 clusters Score -5207008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5207064.000000 Penalty: 5166.534668
	Iteration 37Q: 3 clusters Score -5207064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5207104.500000 Penalty: 5166.534668
	Iteration 38Q: 3 clusters Score -5207104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5207161.000000 Penalty: 5166.534668
	Iteration 39Q: 3 clusters Score -5207161 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5207174.500000 Penalty: 5166.534668
	Iteration 40F: 3 clusters Score -5207174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5207206.500000 Penalty: 5166.534668
	Iteration 41Q: 3 clusters Score -5207206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5207231.500000 Penalty: 5166.534668
	Iteration 42Q: 3 clusters Score -5207232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5207248.000000 Penalty: 5166.534668
	Iteration 43Q: 3 clusters Score -5207248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5207264.000000 Penalty: 5166.534668
	Iteration 44Q: 3 clusters Score -5207264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -5207269.500000 Penalty: 5166.534668
	Iteration 45Q: 3 clusters Score -5207270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5207275.000000 Penalty: 5166.534668
	Iteration 46Q: 3 clusters Score -5207275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5207293.500000 Penalty: 5166.534668
	Iteration 47Q: 3 clusters Score -5207294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5207299.500000 Penalty: 5166.534668
	Iteration 48Q: 3 clusters Score -5207300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5207305.500000 Penalty: 5166.534668
	Iteration 49Q: 3 clusters Score -5207306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5207319.000000 Penalty: 5166.534668
	Iteration 50Q: 3 clusters Score -5207319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5207323.500000 Penalty: 5166.534668
	Iteration 51Q: 3 clusters Score -5207324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5207327.000000 Penalty: 5166.534668
	Iteration 52Q: 3 clusters Score -5207327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -5207324.000000 Penalty: 5166.534668
	Iteration 53Q: 3 clusters Score -5207324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5207331.500000 Penalty: 5166.534668
	Iteration 54Q: 3 clusters Score -5207332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5207342.500000 Penalty: 5166.534668
	Iteration 55Q: 3 clusters Score -5207342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5207341.500000 Penalty: 5166.534668
	Iteration 56Q: 3 clusters Score -5207342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -5207347.500000 Penalty: 5166.534668
	Iteration 57Q: 3 clusters Score -5207348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5207344.000000 Penalty: 5166.534668
	Iteration 58Q: 3 clusters Score -5207344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -5207353.000000 Penalty: 5166.534668
	Iteration 59Q: 3 clusters Score -5207353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -5207353.500000 Penalty: 5166.534668
	Iteration 60F: 3 clusters Score -5207354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -5207361.500000 Penalty: 5166.534668
	Iteration 61Q: 3 clusters Score -5207362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -5207363.000000 Penalty: 5166.534668
	Iteration 62Q: 3 clusters Score -5207363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -5207365.000000 Penalty: 5166.534668
	Iteration 63Q: 3 clusters Score -5207365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -5207359.000000 Penalty: 5166.534668
	Iteration 64Q: 3 clusters Score -5207359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5207369.500000 Penalty: 5166.534668
	Iteration 65Q: 3 clusters Score -5207370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5207371.000000 Penalty: 5166.534668
	Iteration 66Q: 3 clusters Score -5207371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -5207371.000000 Penalty: 5166.534668
	Iteration 67Q: 3 clusters Score -5207371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -5207372.000000 Penalty: 5166.534668
	Iteration 68Q: 3 clusters Score -5207372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5207380.000000 Penalty: 5166.534668
	Iteration 69Q: 3 clusters Score -5207380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5207377.000000 Penalty: 5166.534668
	Iteration 70Q: 3 clusters Score -5207377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5207387.000000 Penalty: 5166.534668
	Iteration 71Q: 3 clusters Score -5207387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -5207389.500000 Penalty: 5166.534668
	Iteration 72Q: 3 clusters Score -5207390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -5207394.000000 Penalty: 5166.534668
	Iteration 73Q: 3 clusters Score -5207394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5207391.000000 Penalty: 5166.534668
	Iteration 74Q: 3 clusters Score -5207391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -5207399.000000 Penalty: 5166.534668
	Iteration 75Q: 3 clusters Score -5207399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5207408.000000 Penalty: 5166.534668
	Iteration 76Q: 3 clusters Score -5207408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -5207412.000000 Penalty: 5166.534668
	Iteration 77Q: 3 clusters Score -5207412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5207408.000000 Penalty: 5166.534668
	Iteration 78Q: 3 clusters Score -5207408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5207406.000000 Penalty: 5166.534668
	Iteration 79Q: 3 clusters Score -5207406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5207413.500000 Penalty: 5166.534668
	Iteration 80F: 3 clusters Score -5207414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5207412.000000 Penalty: 5166.534668
	Iteration 81Q: 3 clusters Score -5207412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -5207415.500000 Penalty: 5166.534668
	Iteration 82Q: 3 clusters Score -5207416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -5207414.500000 Penalty: 5166.534668
	Iteration 83Q: 3 clusters Score -5207414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5207412.500000 Penalty: 5166.534668
	Iteration 84Q: 3 clusters Score -5207412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5207417.000000 Penalty: 5166.534668
	Iteration 85Q: 3 clusters Score -5207417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5207418.000000 Penalty: 5166.534668
	Iteration 86Q: 3 clusters Score -5207418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5207416.500000 Penalty: 5166.534668
	Iteration 87Q: 3 clusters Score -5207416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -5207417.500000 Penalty: 5166.534668
	Iteration 88Q: 3 clusters Score -5207418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -5207417.500000 Penalty: 5166.534668
	Iteration 89F: 3 clusters Score -5207418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Entering Unmasked Estep 
Score: -18200142.000000 Penalty: 2891.313721
	Iteration 0F: 2 clusters Score -1.820014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -18129158.000000 Penalty: 5782.627441
	Iteration 0F: 3 clusters Score -1.812916e+07 nChanged 54863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -18161252.000000 Penalty: 5782.627441
	Iteration 1F: 3 clusters Score -1.816125e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -18162818.000000 Penalty: 5782.627441
	Iteration 2Q: 3 clusters Score -1.816282e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -18165246.000000 Penalty: 5782.627441
	Iteration 3F: 3 clusters Score -1.816525e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -18168430.000000 Penalty: 5782.627441
	Iteration 4F: 3 clusters Score -1.816843e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -18172032.000000 Penalty: 5782.627441
	Iteration 5F: 3 clusters Score -1.817203e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -18175780.000000 Penalty: 5782.627441
	Iteration 6F: 3 clusters Score -1.817578e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -18178980.000000 Penalty: 5782.627441
	Iteration 7F: 3 clusters Score -1.817898e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -18181444.000000 Penalty: 5782.627441
	Iteration 8Q: 3 clusters Score -1.818144e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -18182456.000000 Penalty: 5782.627441
	Iteration 9Q: 3 clusters Score -1.818246e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -18182978.000000 Penalty: 5782.627441
	Iteration 10Q: 3 clusters Score -1.818298e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -18183102.000000 Penalty: 5782.627441
	Iteration 11Q: 3 clusters Score -1.81831e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -18183136.000000 Penalty: 5782.627441
	Iteration 12Q: 3 clusters Score -1.818314e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -18183206.000000 Penalty: 5782.627441
	Iteration 13Q: 3 clusters Score -1.818321e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -18183188.000000 Penalty: 5782.627441
	Iteration 14Q: 3 clusters Score -1.818319e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -18183234.000000 Penalty: 5782.627441
	Iteration 15Q: 3 clusters Score -1.818323e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -18183214.000000 Penalty: 5782.627441
	Iteration 16Q: 3 clusters Score -1.818321e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -18183182.000000 Penalty: 5782.627441
	Iteration 17Q: 3 clusters Score -1.818318e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -18183200.000000 Penalty: 5782.627441
	Iteration 18Q: 3 clusters Score -1.81832e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -18183170.000000 Penalty: 5782.627441
	Iteration 19Q: 3 clusters Score -1.818317e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -18183218.000000 Penalty: 5782.627441
	Iteration 20F: 3 clusters Score -1.818322e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -18183186.000000 Penalty: 5782.627441
	Iteration 21Q: 3 clusters Score -1.818319e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -18183180.000000 Penalty: 5782.627441
	Iteration 22Q: 3 clusters Score -1.818318e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -18183148.000000 Penalty: 5782.627441
	Iteration 23Q: 3 clusters Score -1.818315e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -18183236.000000 Penalty: 5782.627441
	Iteration 24Q: 3 clusters Score -1.818324e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -18183302.000000 Penalty: 5782.627441
	Iteration 25Q: 3 clusters Score -1.81833e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -18183308.000000 Penalty: 5782.627441
	Iteration 26Q: 3 clusters Score -1.818331e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -18183412.000000 Penalty: 5782.627441
	Iteration 27Q: 3 clusters Score -1.818341e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -18183384.000000 Penalty: 5782.627441
	Iteration 28Q: 3 clusters Score -1.818338e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -18183450.000000 Penalty: 5782.627441
	Iteration 29Q: 3 clusters Score -1.818345e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -18183506.000000 Penalty: 5782.627441
	Iteration 30Q: 3 clusters Score -1.818351e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -18183522.000000 Penalty: 5782.627441
	Iteration 31Q: 3 clusters Score -1.818352e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -18183524.000000 Penalty: 5782.627441
	Iteration 32Q: 3 clusters Score -1.818352e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -18183504.000000 Penalty: 5782.627441
	Iteration 33Q: 3 clusters Score -1.81835e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -18183488.000000 Penalty: 5782.627441
	Iteration 34Q: 3 clusters Score -1.818349e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -18183566.000000 Penalty: 5782.627441
	Iteration 35Q: 3 clusters Score -1.818357e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -18183532.000000 Penalty: 5782.627441
	Iteration 36Q: 3 clusters Score -1.818353e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -18183538.000000 Penalty: 5782.627441
	Iteration 37Q: 3 clusters Score -1.818354e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -18183576.000000 Penalty: 5782.627441
	Iteration 38Q: 3 clusters Score -1.818358e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -18183560.000000 Penalty: 5782.627441
	Iteration 39Q: 3 clusters Score -1.818356e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -18183620.000000 Penalty: 5782.627441
	Iteration 40F: 3 clusters Score -1.818362e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -18183694.000000 Penalty: 5782.627441
	Iteration 41Q: 3 clusters Score -1.818369e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -18183756.000000 Penalty: 5782.627441
	Iteration 42Q: 3 clusters Score -1.818376e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -18183844.000000 Penalty: 5782.627441
	Iteration 43Q: 3 clusters Score -1.818384e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -18183970.000000 Penalty: 5782.627441
	Iteration 44Q: 3 clusters Score -1.818397e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -18184034.000000 Penalty: 5782.627441
	Iteration 45Q: 3 clusters Score -1.818403e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -18184142.000000 Penalty: 5782.627441
	Iteration 46Q: 3 clusters Score -1.818414e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -18184156.000000 Penalty: 5782.627441
	Iteration 47Q: 3 clusters Score -1.818416e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -18184178.000000 Penalty: 5782.627441
	Iteration 48Q: 3 clusters Score -1.818418e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -18184266.000000 Penalty: 5782.627441
	Iteration 49Q: 3 clusters Score -1.818427e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -18184326.000000 Penalty: 5782.627441
	Iteration 50Q: 3 clusters Score -1.818433e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -18184382.000000 Penalty: 5782.627441
	Iteration 51Q: 3 clusters Score -1.818438e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -18184452.000000 Penalty: 5782.627441
	Iteration 52Q: 3 clusters Score -1.818445e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -18184476.000000 Penalty: 5782.627441
	Iteration 53Q: 3 clusters Score -1.818448e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -18184478.000000 Penalty: 5782.627441
	Iteration 54Q: 3 clusters Score -1.818448e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -18184384.000000 Penalty: 5782.627441
	Iteration 55Q: 3 clusters Score -1.818438e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -18184388.000000 Penalty: 5782.627441
	Iteration 56Q: 3 clusters Score -1.818439e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -18184566.000000 Penalty: 5782.627441
	Iteration 57Q: 3 clusters Score -1.818457e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -18184658.000000 Penalty: 5782.627441
	Iteration 58Q: 3 clusters Score -1.818466e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -18184752.000000 Penalty: 5782.627441
	Iteration 59Q: 3 clusters Score -1.818475e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -18185032.000000 Penalty: 5782.627441
	Iteration 60F: 3 clusters Score -1.818503e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -18185372.000000 Penalty: 5782.627441
	Iteration 61Q: 3 clusters Score -1.818537e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -18185806.000000 Penalty: 5782.627441
	Iteration 62Q: 3 clusters Score -1.818581e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -18186356.000000 Penalty: 5782.627441
	Iteration 63Q: 3 clusters Score -1.818636e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -18186894.000000 Penalty: 5782.627441
	Iteration 64Q: 3 clusters Score -1.818689e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -18187318.000000 Penalty: 5782.627441
	Iteration 65Q: 3 clusters Score -1.818732e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -18187772.000000 Penalty: 5782.627441
	Iteration 66Q: 3 clusters Score -1.818777e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -18188116.000000 Penalty: 5782.627441
	Iteration 67Q: 3 clusters Score -1.818812e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -18188460.000000 Penalty: 5782.627441
	Iteration 68Q: 3 clusters Score -1.818846e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -18188816.000000 Penalty: 5782.627441
	Iteration 69Q: 3 clusters Score -1.818882e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -18189862.000000 Penalty: 5782.627441
	Iteration 70Q: 3 clusters Score -1.818986e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -18190702.000000 Penalty: 5782.627441
	Iteration 71Q: 3 clusters Score -1.81907e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -18191526.000000 Penalty: 5782.627441
	Iteration 72Q: 3 clusters Score -1.819153e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -18192332.000000 Penalty: 5782.627441
	Iteration 73Q: 3 clusters Score -1.819233e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -18193100.000000 Penalty: 5782.627441
	Iteration 74Q: 3 clusters Score -1.81931e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -18193932.000000 Penalty: 5782.627441
	Iteration 75Q: 3 clusters Score -1.819393e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -18194614.000000 Penalty: 5782.627441
	Iteration 76Q: 3 clusters Score -1.819461e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -18195132.000000 Penalty: 5782.627441
	Iteration 77Q: 3 clusters Score -1.819513e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -18195568.000000 Penalty: 5782.627441
	Iteration 78Q: 3 clusters Score -1.819557e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -18196044.000000 Penalty: 5782.627441
	Iteration 79Q: 3 clusters Score -1.819604e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -18196360.000000 Penalty: 5782.627441
	Iteration 80F: 3 clusters Score -1.819636e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -18196694.000000 Penalty: 5782.627441
	Iteration 81Q: 3 clusters Score -1.819669e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -18197000.000000 Penalty: 5782.627441
	Iteration 82Q: 3 clusters Score -1.8197e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -18197234.000000 Penalty: 5782.627441
	Iteration 83Q: 3 clusters Score -1.819723e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -18197466.000000 Penalty: 5782.627441
	Iteration 84Q: 3 clusters Score -1.819747e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -18197566.000000 Penalty: 5782.627441
	Iteration 85Q: 3 clusters Score -1.819757e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -18197626.000000 Penalty: 5782.627441
	Iteration 86Q: 3 clusters Score -1.819763e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -18197760.000000 Penalty: 5782.627441
	Iteration 87Q: 3 clusters Score -1.819776e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -18197832.000000 Penalty: 5782.627441
	Iteration 88Q: 3 clusters Score -1.819783e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18197858.000000 Penalty: 5782.627441
	Iteration 89Q: 3 clusters Score -1.819786e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112822 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -18197908.000000 Penalty: 5782.627441
	Iteration 90Q: 3 clusters Score -1.819791e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112936 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -18198008.000000 Penalty: 5782.627441
	Iteration 91Q: 3 clusters Score -1.819801e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -18198056.000000 Penalty: 5782.627441
	Iteration 92Q: 3 clusters Score -1.819806e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113147 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -18198054.000000 Penalty: 5782.627441
	Iteration 93Q: 3 clusters Score -1.819805e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -18198108.000000 Penalty: 5782.627441
	Iteration 94Q: 3 clusters Score -1.819811e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18198150.000000 Penalty: 5782.627441
	Iteration 95Q: 3 clusters Score -1.819815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18198172.000000 Penalty: 5782.627441
	Iteration 96Q: 3 clusters Score -1.819817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18198210.000000 Penalty: 5782.627441
	Iteration 97Q: 3 clusters Score -1.819821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -18198208.000000 Penalty: 5782.627441
	Iteration 98Q: 3 clusters Score -1.819821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -18198250.000000 Penalty: 5782.627441
	Iteration 99Q: 3 clusters Score -1.819825e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -18198238.000000 Penalty: 5782.627441
	Iteration 100F: 3 clusters Score -1.819824e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -18198254.000000 Penalty: 5782.627441
	Iteration 101Q: 3 clusters Score -1.819825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18198260.000000 Penalty: 5782.627441
	Iteration 102Q: 3 clusters Score -1.819826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -18198262.000000 Penalty: 5782.627441
	Iteration 103Q: 3 clusters Score -1.819826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -18198276.000000 Penalty: 5782.627441
	Iteration 104Q: 3 clusters Score -1.819828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18198266.000000 Penalty: 5782.627441
	Iteration 105Q: 3 clusters Score -1.819827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18198276.000000 Penalty: 5782.627441
	Iteration 106Q: 3 clusters Score -1.819828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18198274.000000 Penalty: 5782.627441
	Iteration 107Q: 3 clusters Score -1.819827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18198270.000000 Penalty: 5782.627441
	Iteration 108Q: 3 clusters Score -1.819827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -18198264.000000 Penalty: 5782.627441
	Iteration 109Q: 3 clusters Score -1.819826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18198258.000000 Penalty: 5782.627441
	Iteration 110Q: 3 clusters Score -1.819826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -18198254.000000 Penalty: 5782.627441
	Iteration 111Q: 3 clusters Score -1.819825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -18198242.000000 Penalty: 5782.627441
	Iteration 112Q: 3 clusters Score -1.819824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18198252.000000 Penalty: 5782.627441
	Iteration 113Q: 3 clusters Score -1.819825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -18198248.000000 Penalty: 5782.627441
	Iteration 114Q: 3 clusters Score -1.819825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18198252.000000 Penalty: 5782.627441
	Iteration 115Q: 3 clusters Score -1.819825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18198242.000000 Penalty: 5782.627441
	Iteration 116Q: 3 clusters Score -1.819824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18198248.000000 Penalty: 5782.627441
	Iteration 117Q: 3 clusters Score -1.819825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -18198242.000000 Penalty: 5782.627441
	Iteration 118Q: 3 clusters Score -1.819824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18198238.000000 Penalty: 5782.627441
	Iteration 119Q: 3 clusters Score -1.819824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -18198256.000000 Penalty: 5782.627441
	Iteration 120F: 3 clusters Score -1.819826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -18198216.000000 Penalty: 5782.627441
	Iteration 121Q: 3 clusters Score -1.819822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -18198236.000000 Penalty: 5782.627441
	Iteration 122Q: 3 clusters Score -1.819824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -18198256.000000 Penalty: 5782.627441
	Iteration 123Q: 3 clusters Score -1.819826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -18198264.000000 Penalty: 5782.627441
	Iteration 124Q: 3 clusters Score -1.819826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -18198270.000000 Penalty: 5782.627441
	Iteration 125Q: 3 clusters Score -1.819827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18198238.000000 Penalty: 5782.627441
	Iteration 126Q: 3 clusters Score -1.819824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18198248.000000 Penalty: 5782.627441
	Iteration 127Q: 3 clusters Score -1.819825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -18198234.000000 Penalty: 5782.627441
	Iteration 128Q: 3 clusters Score -1.819823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -18198236.000000 Penalty: 5782.627441
	Iteration 129Q: 3 clusters Score -1.819824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -18198230.000000 Penalty: 5782.627441
	Iteration 130Q: 3 clusters Score -1.819823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18198270.000000 Penalty: 5782.627441
	Iteration 131Q: 3 clusters Score -1.819827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18198272.000000 Penalty: 5782.627441
	Iteration 132Q: 3 clusters Score -1.819827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -18198280.000000 Penalty: 5782.627441
	Iteration 133Q: 3 clusters Score -1.819828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -18198288.000000 Penalty: 5782.627441
	Iteration 134Q: 3 clusters Score -1.819829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -18198288.000000 Penalty: 5782.627441
	Iteration 135Q: 3 clusters Score -1.819829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18198296.000000 Penalty: 5782.627441
	Iteration 136Q: 3 clusters Score -1.81983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18198290.000000 Penalty: 5782.627441
	Iteration 137Q: 3 clusters Score -1.819829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18198286.000000 Penalty: 5782.627441
	Iteration 138Q: 3 clusters Score -1.819829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -18198286.000000 Penalty: 5782.627441
	Iteration 139Q: 3 clusters Score -1.819829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114060 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -18198280.000000 Penalty: 5782.627441
	Iteration 140F: 3 clusters Score -1.819828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18198290.000000 Penalty: 5782.627441
	Iteration 141Q: 3 clusters Score -1.819829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114063 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -18198284.000000 Penalty: 5782.627441
	Iteration 142Q: 3 clusters Score -1.819828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18198280.000000 Penalty: 5782.627441
	Iteration 143Q: 3 clusters Score -1.819828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -18198280.000000 Penalty: 5782.627441
	Iteration 144F: 3 clusters Score -1.819828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1637735.125000 Penalty: 2314.035156
	Iteration 0F: 2 clusters Score -1637735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1629395.250000 Penalty: 4628.070312
	Iteration 0F: 3 clusters Score -1629395 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1632250.375000 Penalty: 4628.070312
	Iteration 1F: 3 clusters Score -1632250 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1632895.500000 Penalty: 4628.070312
	Iteration 2F: 3 clusters Score -1632896 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1633480.875000 Penalty: 4628.070312
	Iteration 3F: 3 clusters Score -1633481 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1634094.250000 Penalty: 4628.070312
	Iteration 4F: 3 clusters Score -1634094 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1634714.000000 Penalty: 4628.070312
	Iteration 5F: 3 clusters Score -1634714 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1635275.125000 Penalty: 4628.070312
	Iteration 6F: 3 clusters Score -1635275 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1635776.625000 Penalty: 4628.070312
	Iteration 7Q: 3 clusters Score -1635777 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1636216.500000 Penalty: 4628.070312
	Iteration 8Q: 3 clusters Score -1636216 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1636516.125000 Penalty: 4628.070312
	Iteration 9Q: 3 clusters Score -1636516 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1636650.250000 Penalty: 4628.070312
	Iteration 10Q: 3 clusters Score -1636650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1636710.625000 Penalty: 4628.070312
	Iteration 11Q: 3 clusters Score -1636711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1636756.125000 Penalty: 4628.070312
	Iteration 12Q: 3 clusters Score -1636756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1636792.125000 Penalty: 4628.070312
	Iteration 13Q: 3 clusters Score -1636792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1636818.250000 Penalty: 4628.070312
	Iteration 14Q: 3 clusters Score -1636818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1636844.250000 Penalty: 4628.070312
	Iteration 15Q: 3 clusters Score -1636844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1636868.500000 Penalty: 4628.070312
	Iteration 16Q: 3 clusters Score -1636868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1636889.000000 Penalty: 4628.070312
	Iteration 17Q: 3 clusters Score -1636889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1636899.375000 Penalty: 4628.070312
	Iteration 18Q: 3 clusters Score -1636899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1636911.375000 Penalty: 4628.070312
	Iteration 19Q: 3 clusters Score -1636911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1636922.125000 Penalty: 4628.070312
	Iteration 20F: 3 clusters Score -1636922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1636926.500000 Penalty: 4628.070312
	Iteration 21Q: 3 clusters Score -1636926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1636928.000000 Penalty: 4628.070312
	Iteration 22Q: 3 clusters Score -1636928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1636931.125000 Penalty: 4628.070312
	Iteration 23Q: 3 clusters Score -1636931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1636933.875000 Penalty: 4628.070312
	Iteration 24Q: 3 clusters Score -1636934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1636942.000000 Penalty: 4628.070312
	Iteration 25Q: 3 clusters Score -1636942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1636944.000000 Penalty: 4628.070312
	Iteration 26Q: 3 clusters Score -1636944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1636945.125000 Penalty: 4628.070312
	Iteration 27Q: 3 clusters Score -1636945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1636950.375000 Penalty: 4628.070312
	Iteration 28Q: 3 clusters Score -1636950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1636949.500000 Penalty: 4628.070312
	Iteration 29Q: 3 clusters Score -1636950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1636948.750000 Penalty: 4628.070312
	Iteration 30Q: 3 clusters Score -1636949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1636950.500000 Penalty: 4628.070312
	Iteration 31Q: 3 clusters Score -1636950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1636951.375000 Penalty: 4628.070312
	Iteration 32Q: 3 clusters Score -1636951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1636949.625000 Penalty: 4628.070312
	Iteration 33Q: 3 clusters Score -1636950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1636949.625000 Penalty: 4628.070312
	Iteration 34F: 3 clusters Score -1636950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Entering Unmasked Estep 
Score: -16488541.000000 Penalty: 2866.171631
	Iteration 0F: 2 clusters Score -1.648854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -16423791.000000 Penalty: 5732.343262
	Iteration 0F: 3 clusters Score -1.642379e+07 nChanged 49359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -16452228.000000 Penalty: 5732.343262
	Iteration 1F: 3 clusters Score -1.645223e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -16453554.000000 Penalty: 5732.343262
	Iteration 2Q: 3 clusters Score -1.645355e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -16455266.000000 Penalty: 5732.343262
	Iteration 3Q: 3 clusters Score -1.645527e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -16457816.000000 Penalty: 5732.343262
	Iteration 4F: 3 clusters Score -1.645782e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -16461135.000000 Penalty: 5732.343262
	Iteration 5F: 3 clusters Score -1.646114e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -16465261.000000 Penalty: 5732.343262
	Iteration 6F: 3 clusters Score -1.646526e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -16469325.000000 Penalty: 5732.343262
	Iteration 7F: 3 clusters Score -1.646932e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -16473059.000000 Penalty: 5732.343262
	Iteration 8F: 3 clusters Score -1.647306e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -16475884.000000 Penalty: 5732.343262
	Iteration 9Q: 3 clusters Score -1.647588e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -16477890.000000 Penalty: 5732.343262
	Iteration 10Q: 3 clusters Score -1.647789e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -16479529.000000 Penalty: 5732.343262
	Iteration 11Q: 3 clusters Score -1.647953e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -16480881.000000 Penalty: 5732.343262
	Iteration 12Q: 3 clusters Score -1.648088e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -16482073.000000 Penalty: 5732.343262
	Iteration 13Q: 3 clusters Score -1.648207e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -16483058.000000 Penalty: 5732.343262
	Iteration 14Q: 3 clusters Score -1.648306e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -16483818.000000 Penalty: 5732.343262
	Iteration 15Q: 3 clusters Score -1.648382e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -16484512.000000 Penalty: 5732.343262
	Iteration 16Q: 3 clusters Score -1.648451e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -16484966.000000 Penalty: 5732.343262
	Iteration 17Q: 3 clusters Score -1.648497e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -16485314.000000 Penalty: 5732.343262
	Iteration 18Q: 3 clusters Score -1.648531e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -16485608.000000 Penalty: 5732.343262
	Iteration 19Q: 3 clusters Score -1.648561e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -16485795.000000 Penalty: 5732.343262
	Iteration 20F: 3 clusters Score -1.64858e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -16485938.000000 Penalty: 5732.343262
	Iteration 21Q: 3 clusters Score -1.648594e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -16486029.000000 Penalty: 5732.343262
	Iteration 22Q: 3 clusters Score -1.648603e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -16486120.000000 Penalty: 5732.343262
	Iteration 23Q: 3 clusters Score -1.648612e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -16486194.000000 Penalty: 5732.343262
	Iteration 24Q: 3 clusters Score -1.648619e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 102184 members 
Entering Unmasked Estep 
Score: -16486248.000000 Penalty: 5732.343262
	Iteration 25Q: 3 clusters Score -1.648625e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -16486299.000000 Penalty: 5732.343262
	Iteration 26Q: 3 clusters Score -1.64863e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -16486348.000000 Penalty: 5732.343262
	Iteration 27Q: 3 clusters Score -1.648635e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -16486384.000000 Penalty: 5732.343262
	Iteration 28Q: 3 clusters Score -1.648638e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -16486393.000000 Penalty: 5732.343262
	Iteration 29Q: 3 clusters Score -1.648639e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -16486398.000000 Penalty: 5732.343262
	Iteration 30Q: 3 clusters Score -1.64864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -16486391.000000 Penalty: 5732.343262
	Iteration 31Q: 3 clusters Score -1.648639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -16486433.000000 Penalty: 5732.343262
	Iteration 32Q: 3 clusters Score -1.648643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -16486465.000000 Penalty: 5732.343262
	Iteration 33Q: 3 clusters Score -1.648646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -16486470.000000 Penalty: 5732.343262
	Iteration 34Q: 3 clusters Score -1.648647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 102606 members 
Entering Unmasked Estep 
Score: -16486481.000000 Penalty: 5732.343262
	Iteration 35Q: 3 clusters Score -1.648648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -16486490.000000 Penalty: 5732.343262
	Iteration 36Q: 3 clusters Score -1.648649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -16486506.000000 Penalty: 5732.343262
	Iteration 37Q: 3 clusters Score -1.648651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -16486520.000000 Penalty: 5732.343262
	Iteration 38Q: 3 clusters Score -1.648652e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -16486528.000000 Penalty: 5732.343262
	Iteration 39Q: 3 clusters Score -1.648653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -16486536.000000 Penalty: 5732.343262
	Iteration 40F: 3 clusters Score -1.648654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -16486543.000000 Penalty: 5732.343262
	Iteration 41Q: 3 clusters Score -1.648654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -16486537.000000 Penalty: 5732.343262
	Iteration 42Q: 3 clusters Score -1.648654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -16486551.000000 Penalty: 5732.343262
	Iteration 43Q: 3 clusters Score -1.648655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -16486563.000000 Penalty: 5732.343262
	Iteration 44Q: 3 clusters Score -1.648656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -16486558.000000 Penalty: 5732.343262
	Iteration 45Q: 3 clusters Score -1.648656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -16486550.000000 Penalty: 5732.343262
	Iteration 46Q: 3 clusters Score -1.648655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -16486558.000000 Penalty: 5732.343262
	Iteration 47Q: 3 clusters Score -1.648656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -16486561.000000 Penalty: 5732.343262
	Iteration 48Q: 3 clusters Score -1.648656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -16486573.000000 Penalty: 5732.343262
	Iteration 49Q: 3 clusters Score -1.648657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -16486581.000000 Penalty: 5732.343262
	Iteration 50Q: 3 clusters Score -1.648658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -16486578.000000 Penalty: 5732.343262
	Iteration 51Q: 3 clusters Score -1.648658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -16486584.000000 Penalty: 5732.343262
	Iteration 52Q: 3 clusters Score -1.648658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
Score: -16486590.000000 Penalty: 5732.343262
	Iteration 53Q: 3 clusters Score -1.648659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -16486594.000000 Penalty: 5732.343262
	Iteration 54Q: 3 clusters Score -1.648659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -16486592.000000 Penalty: 5732.343262
	Iteration 55Q: 3 clusters Score -1.648659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -16486605.000000 Penalty: 5732.343262
	Iteration 56Q: 3 clusters Score -1.64866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486601.000000 Penalty: 5732.343262
	Iteration 57Q: 3 clusters Score -1.64866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486604.000000 Penalty: 5732.343262
	Iteration 58Q: 3 clusters Score -1.64866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -16486598.000000 Penalty: 5732.343262
	Iteration 59Q: 3 clusters Score -1.64866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486606.000000 Penalty: 5732.343262
	Iteration 60F: 3 clusters Score -1.648661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486603.000000 Penalty: 5732.343262
	Iteration 61Q: 3 clusters Score -1.64866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486597.000000 Penalty: 5732.343262
	Iteration 62Q: 3 clusters Score -1.64866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -16486603.000000 Penalty: 5732.343262
	Iteration 63Q: 3 clusters Score -1.64866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -16486592.000000 Penalty: 5732.343262
	Iteration 64Q: 3 clusters Score -1.648659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -16486603.000000 Penalty: 5732.343262
	Iteration 65Q: 3 clusters Score -1.64866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -16486607.000000 Penalty: 5732.343262
	Iteration 66Q: 3 clusters Score -1.648661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -16486619.000000 Penalty: 5732.343262
	Iteration 67Q: 3 clusters Score -1.648662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -16486615.000000 Penalty: 5732.343262
	Iteration 68Q: 3 clusters Score -1.648662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -16486622.000000 Penalty: 5732.343262
	Iteration 69Q: 3 clusters Score -1.648662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -16486615.000000 Penalty: 5732.343262
	Iteration 70Q: 3 clusters Score -1.648662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -16486627.000000 Penalty: 5732.343262
	Iteration 71Q: 3 clusters Score -1.648663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -16486616.000000 Penalty: 5732.343262
	Iteration 72Q: 3 clusters Score -1.648662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -16486623.000000 Penalty: 5732.343262
	Iteration 73Q: 3 clusters Score -1.648662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -16486636.000000 Penalty: 5732.343262
	Iteration 74Q: 3 clusters Score -1.648664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -16486648.000000 Penalty: 5732.343262
	Iteration 75Q: 3 clusters Score -1.648665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -16486646.000000 Penalty: 5732.343262
	Iteration 76Q: 3 clusters Score -1.648665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -16486642.000000 Penalty: 5732.343262
	Iteration 77Q: 3 clusters Score -1.648664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -16486633.000000 Penalty: 5732.343262
	Iteration 78Q: 3 clusters Score -1.648663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -16486642.000000 Penalty: 5732.343262
	Iteration 79Q: 3 clusters Score -1.648664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -16486641.000000 Penalty: 5732.343262
	Iteration 80F: 3 clusters Score -1.648664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -16486648.000000 Penalty: 5732.343262
	Iteration 81Q: 3 clusters Score -1.648665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -16486650.000000 Penalty: 5732.343262
	Iteration 82Q: 3 clusters Score -1.648665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -16486651.000000 Penalty: 5732.343262
	Iteration 83Q: 3 clusters Score -1.648665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -16486647.000000 Penalty: 5732.343262
	Iteration 84Q: 3 clusters Score -1.648665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -16486653.000000 Penalty: 5732.343262
	Iteration 85Q: 3 clusters Score -1.648665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -16486652.000000 Penalty: 5732.343262
	Iteration 86Q: 3 clusters Score -1.648665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -16486663.000000 Penalty: 5732.343262
	Iteration 87Q: 3 clusters Score -1.648666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -16486661.000000 Penalty: 5732.343262
	Iteration 88Q: 3 clusters Score -1.648666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -16486660.000000 Penalty: 5732.343262
	Iteration 89Q: 3 clusters Score -1.648666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -16486661.000000 Penalty: 5732.343262
	Iteration 90Q: 3 clusters Score -1.648666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -16486661.000000 Penalty: 5732.343262
	Iteration 91F: 3 clusters Score -1.648666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Entering Unmasked Estep 
Score: -1484515.000000 Penalty: 2285.648193
	Iteration 0F: 2 clusters Score -1484515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1476785.750000 Penalty: 4571.296387
	Iteration 0F: 3 clusters Score -1476786 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1479239.625000 Penalty: 4571.296387
	Iteration 1F: 3 clusters Score -1479240 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1479707.125000 Penalty: 4571.296387
	Iteration 2F: 3 clusters Score -1479707 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1480099.625000 Penalty: 4571.296387
	Iteration 3F: 3 clusters Score -1480100 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1480534.500000 Penalty: 4571.296387
	Iteration 4F: 3 clusters Score -1480534 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1481017.250000 Penalty: 4571.296387
	Iteration 5F: 3 clusters Score -1481017 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1481459.750000 Penalty: 4571.296387
	Iteration 6F: 3 clusters Score -1481460 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1481860.625000 Penalty: 4571.296387
	Iteration 7F: 3 clusters Score -1481861 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1482175.625000 Penalty: 4571.296387
	Iteration 8Q: 3 clusters Score -1482176 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1482354.000000 Penalty: 4571.296387
	Iteration 9Q: 3 clusters Score -1482354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1482460.500000 Penalty: 4571.296387
	Iteration 10Q: 3 clusters Score -1482460 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1482522.125000 Penalty: 4571.296387
	Iteration 11Q: 3 clusters Score -1482522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1482567.500000 Penalty: 4571.296387
	Iteration 12Q: 3 clusters Score -1482568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1482608.500000 Penalty: 4571.296387
	Iteration 13Q: 3 clusters Score -1482608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1482632.125000 Penalty: 4571.296387
	Iteration 14Q: 3 clusters Score -1482632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1482652.000000 Penalty: 4571.296387
	Iteration 15Q: 3 clusters Score -1482652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1482664.250000 Penalty: 4571.296387
	Iteration 16Q: 3 clusters Score -1482664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1482673.875000 Penalty: 4571.296387
	Iteration 17Q: 3 clusters Score -1482674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1482683.250000 Penalty: 4571.296387
	Iteration 18Q: 3 clusters Score -1482683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1482688.250000 Penalty: 4571.296387
	Iteration 19Q: 3 clusters Score -1482688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1482697.625000 Penalty: 4571.296387
	Iteration 20F: 3 clusters Score -1482698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1482706.375000 Penalty: 4571.296387
	Iteration 21Q: 3 clusters Score -1482706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1482706.000000 Penalty: 4571.296387
	Iteration 22Q: 3 clusters Score -1482706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1482709.000000 Penalty: 4571.296387
	Iteration 23Q: 3 clusters Score -1482709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1482713.125000 Penalty: 4571.296387
	Iteration 24Q: 3 clusters Score -1482713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1482713.375000 Penalty: 4571.296387
	Iteration 25Q: 3 clusters Score -1482713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1482716.375000 Penalty: 4571.296387
	Iteration 26Q: 3 clusters Score -1482716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1482719.625000 Penalty: 4571.296387
	Iteration 27Q: 3 clusters Score -1482720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1482726.125000 Penalty: 4571.296387
	Iteration 28Q: 3 clusters Score -1482726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1482725.500000 Penalty: 4571.296387
	Iteration 29Q: 3 clusters Score -1482726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1482727.500000 Penalty: 4571.296387
	Iteration 30Q: 3 clusters Score -1482728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1482727.000000 Penalty: 4571.296387
	Iteration 31Q: 3 clusters Score -1482727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1482728.375000 Penalty: 4571.296387
	Iteration 32Q: 3 clusters Score -1482728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1482729.750000 Penalty: 4571.296387
	Iteration 33Q: 3 clusters Score -1482730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1482729.875000 Penalty: 4571.296387
	Iteration 34Q: 3 clusters Score -1482730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1482730.375000 Penalty: 4571.296387
	Iteration 35Q: 3 clusters Score -1482730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1482733.625000 Penalty: 4571.296387
	Iteration 36Q: 3 clusters Score -1482734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1482738.000000 Penalty: 4571.296387
	Iteration 37Q: 3 clusters Score -1482738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1482737.625000 Penalty: 4571.296387
	Iteration 38Q: 3 clusters Score -1482738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1482736.875000 Penalty: 4571.296387
	Iteration 39Q: 3 clusters Score -1482737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1482736.875000 Penalty: 4571.296387
	Iteration 40F: 3 clusters Score -1482737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1482735.250000 Penalty: 4571.296387
	Iteration 41Q: 3 clusters Score -1482735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1482736.500000 Penalty: 4571.296387
	Iteration 42Q: 3 clusters Score -1482736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1482735.500000 Penalty: 4571.296387
	Iteration 43Q: 3 clusters Score -1482736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1482735.500000 Penalty: 4571.296387
	Iteration 44F: 3 clusters Score -1482736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Entering Unmasked Estep 
Score: -3369348.500000 Penalty: 2474.254150
	Iteration 0F: 2 clusters Score -3369348 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 10915 members 
Entering Unmasked Estep 
Score: -3354443.500000 Penalty: 4948.508301
	Iteration 0F: 3 clusters Score -3354444 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3359649.250000 Penalty: 4948.508301
	Iteration 1F: 3 clusters Score -3359649 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3360362.500000 Penalty: 4948.508301
	Iteration 2F: 3 clusters Score -3360362 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3361050.250000 Penalty: 4948.508301
	Iteration 3F: 3 clusters Score -3361050 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3361721.500000 Penalty: 4948.508301
	Iteration 4F: 3 clusters Score -3361722 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3362378.750000 Penalty: 4948.508301
	Iteration 5F: 3 clusters Score -3362379 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3363022.000000 Penalty: 4948.508301
	Iteration 6Q: 3 clusters Score -3363022 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3363642.250000 Penalty: 4948.508301
	Iteration 7Q: 3 clusters Score -3363642 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3364188.250000 Penalty: 4948.508301
	Iteration 8Q: 3 clusters Score -3364188 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3364677.000000 Penalty: 4948.508301
	Iteration 9Q: 3 clusters Score -3364677 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3365166.750000 Penalty: 4948.508301
	Iteration 10Q: 3 clusters Score -3365167 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3365548.000000 Penalty: 4948.508301
	Iteration 11Q: 3 clusters Score -3365548 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3365916.750000 Penalty: 4948.508301
	Iteration 12Q: 3 clusters Score -3365917 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3366251.000000 Penalty: 4948.508301
	Iteration 13Q: 3 clusters Score -3366251 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3366514.750000 Penalty: 4948.508301
	Iteration 14Q: 3 clusters Score -3366515 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3366737.250000 Penalty: 4948.508301
	Iteration 15Q: 3 clusters Score -3366737 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3366925.750000 Penalty: 4948.508301
	Iteration 16Q: 3 clusters Score -3366926 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3367097.000000 Penalty: 4948.508301
	Iteration 17Q: 3 clusters Score -3367097 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3367231.750000 Penalty: 4948.508301
	Iteration 18Q: 3 clusters Score -3367232 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3367308.500000 Penalty: 4948.508301
	Iteration 19Q: 3 clusters Score -3367308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3367372.250000 Penalty: 4948.508301
	Iteration 20F: 3 clusters Score -3367372 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3367434.750000 Penalty: 4948.508301
	Iteration 21Q: 3 clusters Score -3367435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3367489.000000 Penalty: 4948.508301
	Iteration 22Q: 3 clusters Score -3367489 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3367518.750000 Penalty: 4948.508301
	Iteration 23Q: 3 clusters Score -3367519 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3367558.000000 Penalty: 4948.508301
	Iteration 24Q: 3 clusters Score -3367558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3367593.250000 Penalty: 4948.508301
	Iteration 25Q: 3 clusters Score -3367593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3367608.000000 Penalty: 4948.508301
	Iteration 26Q: 3 clusters Score -3367608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3367635.250000 Penalty: 4948.508301
	Iteration 27Q: 3 clusters Score -3367635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3367643.750000 Penalty: 4948.508301
	Iteration 28Q: 3 clusters Score -3367644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3367661.750000 Penalty: 4948.508301
	Iteration 29Q: 3 clusters Score -3367662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3367664.500000 Penalty: 4948.508301
	Iteration 30Q: 3 clusters Score -3367664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3367679.250000 Penalty: 4948.508301
	Iteration 31Q: 3 clusters Score -3367679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3367678.250000 Penalty: 4948.508301
	Iteration 32Q: 3 clusters Score -3367678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3367685.750000 Penalty: 4948.508301
	Iteration 33Q: 3 clusters Score -3367686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3367688.250000 Penalty: 4948.508301
	Iteration 34Q: 3 clusters Score -3367688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3367691.750000 Penalty: 4948.508301
	Iteration 35Q: 3 clusters Score -3367692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3367694.000000 Penalty: 4948.508301
	Iteration 36Q: 3 clusters Score -3367694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3367696.500000 Penalty: 4948.508301
	Iteration 37Q: 3 clusters Score -3367696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3367696.500000 Penalty: 4948.508301
	Iteration 38Q: 3 clusters Score -3367696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3367695.250000 Penalty: 4948.508301
	Iteration 39Q: 3 clusters Score -3367695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3367698.250000 Penalty: 4948.508301
	Iteration 40F: 3 clusters Score -3367698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3367704.250000 Penalty: 4948.508301
	Iteration 41Q: 3 clusters Score -3367704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3367706.750000 Penalty: 4948.508301
	Iteration 42Q: 3 clusters Score -3367707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3367707.000000 Penalty: 4948.508301
	Iteration 43Q: 3 clusters Score -3367707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3367706.500000 Penalty: 4948.508301
	Iteration 44Q: 3 clusters Score -3367706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3367714.000000 Penalty: 4948.508301
	Iteration 45Q: 3 clusters Score -3367714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3367716.250000 Penalty: 4948.508301
	Iteration 46Q: 3 clusters Score -3367716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3367717.500000 Penalty: 4948.508301
	Iteration 47Q: 3 clusters Score -3367718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3367715.750000 Penalty: 4948.508301
	Iteration 48Q: 3 clusters Score -3367716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3367717.750000 Penalty: 4948.508301
	Iteration 49Q: 3 clusters Score -3367718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3367717.750000 Penalty: 4948.508301
	Iteration 50Q: 3 clusters Score -3367718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3367719.500000 Penalty: 4948.508301
	Iteration 51Q: 3 clusters Score -3367720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3367721.250000 Penalty: 4948.508301
	Iteration 52Q: 3 clusters Score -3367721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3367720.000000 Penalty: 4948.508301
	Iteration 53Q: 3 clusters Score -3367720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3367722.250000 Penalty: 4948.508301
	Iteration 54Q: 3 clusters Score -3367722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3367717.500000 Penalty: 4948.508301
	Iteration 55Q: 3 clusters Score -3367718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3367723.750000 Penalty: 4948.508301
	Iteration 56Q: 3 clusters Score -3367724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3367721.250000 Penalty: 4948.508301
	Iteration 57Q: 3 clusters Score -3367721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3367721.250000 Penalty: 4948.508301
	Iteration 58F: 3 clusters Score -3367721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Entering Unmasked Estep 
Score: -2496865.250000 Penalty: 2411.893555
	Iteration 0F: 2 clusters Score -2496865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2485095.000000 Penalty: 4823.787109
	Iteration 0F: 3 clusters Score -2485095 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2489013.250000 Penalty: 4823.787109
	Iteration 1F: 3 clusters Score -2489013 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2489680.750000 Penalty: 4823.787109
	Iteration 2F: 3 clusters Score -2489681 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2490291.000000 Penalty: 4823.787109
	Iteration 3F: 3 clusters Score -2490291 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2490912.500000 Penalty: 4823.787109
	Iteration 4F: 3 clusters Score -2490912 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2491534.750000 Penalty: 4823.787109
	Iteration 5F: 3 clusters Score -2491535 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2492105.000000 Penalty: 4823.787109
	Iteration 6F: 3 clusters Score -2492105 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2492742.250000 Penalty: 4823.787109
	Iteration 7F: 3 clusters Score -2492742 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2493389.750000 Penalty: 4823.787109
	Iteration 8Q: 3 clusters Score -2493390 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2493989.750000 Penalty: 4823.787109
	Iteration 9Q: 3 clusters Score -2493990 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2494443.750000 Penalty: 4823.787109
	Iteration 10Q: 3 clusters Score -2494444 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2494802.500000 Penalty: 4823.787109
	Iteration 11Q: 3 clusters Score -2494802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2495037.250000 Penalty: 4823.787109
	Iteration 12Q: 3 clusters Score -2495037 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2495229.250000 Penalty: 4823.787109
	Iteration 13Q: 3 clusters Score -2495229 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2495360.250000 Penalty: 4823.787109
	Iteration 14Q: 3 clusters Score -2495360 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2495462.250000 Penalty: 4823.787109
	Iteration 15Q: 3 clusters Score -2495462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2495530.750000 Penalty: 4823.787109
	Iteration 16Q: 3 clusters Score -2495531 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2495578.750000 Penalty: 4823.787109
	Iteration 17Q: 3 clusters Score -2495579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2495616.500000 Penalty: 4823.787109
	Iteration 18Q: 3 clusters Score -2495616 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2495670.000000 Penalty: 4823.787109
	Iteration 19Q: 3 clusters Score -2495670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2495715.000000 Penalty: 4823.787109
	Iteration 20F: 3 clusters Score -2495715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2495782.500000 Penalty: 4823.787109
	Iteration 21Q: 3 clusters Score -2495782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2495875.250000 Penalty: 4823.787109
	Iteration 22Q: 3 clusters Score -2495875 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2495958.250000 Penalty: 4823.787109
	Iteration 23Q: 3 clusters Score -2495958 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2496038.500000 Penalty: 4823.787109
	Iteration 24Q: 3 clusters Score -2496038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2496091.500000 Penalty: 4823.787109
	Iteration 25Q: 3 clusters Score -2496092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2496144.500000 Penalty: 4823.787109
	Iteration 26Q: 3 clusters Score -2496144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2496180.500000 Penalty: 4823.787109
	Iteration 27Q: 3 clusters Score -2496180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2496209.000000 Penalty: 4823.787109
	Iteration 28Q: 3 clusters Score -2496209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2496232.500000 Penalty: 4823.787109
	Iteration 29Q: 3 clusters Score -2496232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2496254.250000 Penalty: 4823.787109
	Iteration 30Q: 3 clusters Score -2496254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2496257.500000 Penalty: 4823.787109
	Iteration 31Q: 3 clusters Score -2496258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2496262.500000 Penalty: 4823.787109
	Iteration 32Q: 3 clusters Score -2496262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2496267.000000 Penalty: 4823.787109
	Iteration 33Q: 3 clusters Score -2496267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2496276.000000 Penalty: 4823.787109
	Iteration 34Q: 3 clusters Score -2496276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2496271.250000 Penalty: 4823.787109
	Iteration 35Q: 3 clusters Score -2496271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2496278.000000 Penalty: 4823.787109
	Iteration 36Q: 3 clusters Score -2496278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2496282.500000 Penalty: 4823.787109
	Iteration 37Q: 3 clusters Score -2496282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2496278.000000 Penalty: 4823.787109
	Iteration 38Q: 3 clusters Score -2496278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2496278.250000 Penalty: 4823.787109
	Iteration 39Q: 3 clusters Score -2496278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2496277.000000 Penalty: 4823.787109
	Iteration 40F: 3 clusters Score -2496277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2496277.000000 Penalty: 4823.787109
	Iteration 41Q: 3 clusters Score -2496277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2496276.500000 Penalty: 4823.787109
	Iteration 42Q: 3 clusters Score -2496276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2496276.250000 Penalty: 4823.787109
	Iteration 43Q: 3 clusters Score -2496276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2496276.250000 Penalty: 4823.787109
	Iteration 44F: 3 clusters Score -2496276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Entering Unmasked Estep 
Score: -9932206.000000 Penalty: 2743.450684
	Iteration 0F: 2 clusters Score -9932206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -9889493.000000 Penalty: 5486.901367
	Iteration 0F: 3 clusters Score -9889493 nChanged 29591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -9906386.000000 Penalty: 5486.901367
	Iteration 1F: 3 clusters Score -9906386 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -9907718.000000 Penalty: 5486.901367
	Iteration 2Q: 3 clusters Score -9907718 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -9909337.000000 Penalty: 5486.901367
	Iteration 3F: 3 clusters Score -9909337 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -9911227.000000 Penalty: 5486.901367
	Iteration 4F: 3 clusters Score -9911227 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -9913585.000000 Penalty: 5486.901367
	Iteration 5F: 3 clusters Score -9913585 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -9916690.000000 Penalty: 5486.901367
	Iteration 6F: 3 clusters Score -9916690 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -9920182.000000 Penalty: 5486.901367
	Iteration 7F: 3 clusters Score -9920182 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -9923350.000000 Penalty: 5486.901367
	Iteration 8F: 3 clusters Score -9923350 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -9925875.000000 Penalty: 5486.901367
	Iteration 9Q: 3 clusters Score -9925875 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -9927547.000000 Penalty: 5486.901367
	Iteration 10Q: 3 clusters Score -9927547 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -9928660.000000 Penalty: 5486.901367
	Iteration 11Q: 3 clusters Score -9928660 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -9929326.000000 Penalty: 5486.901367
	Iteration 12Q: 3 clusters Score -9929326 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -9929746.000000 Penalty: 5486.901367
	Iteration 13Q: 3 clusters Score -9929746 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -9930034.000000 Penalty: 5486.901367
	Iteration 14Q: 3 clusters Score -9930034 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -9930235.000000 Penalty: 5486.901367
	Iteration 15Q: 3 clusters Score -9930235 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -9930334.000000 Penalty: 5486.901367
	Iteration 16Q: 3 clusters Score -9930334 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -9930408.000000 Penalty: 5486.901367
	Iteration 17Q: 3 clusters Score -9930408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -9930460.000000 Penalty: 5486.901367
	Iteration 18Q: 3 clusters Score -9930460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -9930492.000000 Penalty: 5486.901367
	Iteration 19Q: 3 clusters Score -9930492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -9930530.000000 Penalty: 5486.901367
	Iteration 20F: 3 clusters Score -9930530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -9930555.000000 Penalty: 5486.901367
	Iteration 21Q: 3 clusters Score -9930555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -9930559.000000 Penalty: 5486.901367
	Iteration 22Q: 3 clusters Score -9930559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -9930571.000000 Penalty: 5486.901367
	Iteration 23Q: 3 clusters Score -9930571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -9930575.000000 Penalty: 5486.901367
	Iteration 24Q: 3 clusters Score -9930575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -9930588.000000 Penalty: 5486.901367
	Iteration 25Q: 3 clusters Score -9930588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -9930592.000000 Penalty: 5486.901367
	Iteration 26Q: 3 clusters Score -9930592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -9930596.000000 Penalty: 5486.901367
	Iteration 27Q: 3 clusters Score -9930596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -9930602.000000 Penalty: 5486.901367
	Iteration 28Q: 3 clusters Score -9930602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -9930613.000000 Penalty: 5486.901367
	Iteration 29Q: 3 clusters Score -9930613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -9930612.000000 Penalty: 5486.901367
	Iteration 30Q: 3 clusters Score -9930612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -9930613.000000 Penalty: 5486.901367
	Iteration 31Q: 3 clusters Score -9930613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -9930615.000000 Penalty: 5486.901367
	Iteration 32Q: 3 clusters Score -9930615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -9930623.000000 Penalty: 5486.901367
	Iteration 33Q: 3 clusters Score -9930623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -9930623.000000 Penalty: 5486.901367
	Iteration 34Q: 3 clusters Score -9930623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -9930619.000000 Penalty: 5486.901367
	Iteration 35Q: 3 clusters Score -9930619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -9930613.000000 Penalty: 5486.901367
	Iteration 36Q: 3 clusters Score -9930613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -9930621.000000 Penalty: 5486.901367
	Iteration 37Q: 3 clusters Score -9930621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -9930621.000000 Penalty: 5486.901367
	Iteration 38Q: 3 clusters Score -9930621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -9930617.000000 Penalty: 5486.901367
	Iteration 39Q: 3 clusters Score -9930617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -9930616.000000 Penalty: 5486.901367
	Iteration 40F: 3 clusters Score -9930616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -9930611.000000 Penalty: 5486.901367
	Iteration 41Q: 3 clusters Score -9930611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -9930611.000000 Penalty: 5486.901367
	Iteration 42F: 3 clusters Score -9930611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -443598.343750 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -443598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -440351.437500 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -440351.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -441111.375000 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -441111.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -441435.875000 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -441435.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -441731.875000 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -441731.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -441995.968750 Penalty: 3975.274658
	Iteration 4F: 3 clusters Score -441996 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -442266.375000 Penalty: 3975.274658
	Iteration 5F: 3 clusters Score -442266.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -442554.843750 Penalty: 3975.274658
	Iteration 6F: 3 clusters Score -442554.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -442790.312500 Penalty: 3975.274658
	Iteration 7F: 3 clusters Score -442790.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -442993.156250 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -442993.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -443118.218750 Penalty: 3975.274658
	Iteration 9Q: 3 clusters Score -443118.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -443190.281250 Penalty: 3975.274658
	Iteration 10Q: 3 clusters Score -443190.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -443241.062500 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -443241.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -443271.937500 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -443271.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -443294.906250 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -443294.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -443317.500000 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -443317.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -443341.375000 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -443341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -443363.093750 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -443363.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -443379.375000 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -443379.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -443392.875000 Penalty: 3975.274658
	Iteration 18Q: 3 clusters Score -443392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -443396.718750 Penalty: 3975.274658
	Iteration 19Q: 3 clusters Score -443396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -443405.468750 Penalty: 3975.274658
	Iteration 20F: 3 clusters Score -443405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -443410.468750 Penalty: 3975.274658
	Iteration 21Q: 3 clusters Score -443410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -443412.593750 Penalty: 3975.274658
	Iteration 22Q: 3 clusters Score -443412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -443415.687500 Penalty: 3975.274658
	Iteration 23Q: 3 clusters Score -443415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -443415.687500 Penalty: 3975.274658
	Iteration 24F: 3 clusters Score -443415.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -177635.609375 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -177635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175596.984375 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -175597 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175943.062500 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -175943.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176038.265625 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -176038.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176100.093750 Penalty: 3518.328857
	Iteration 3Q: 3 clusters Score -176100.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176136.953125 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -176137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176201.234375 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -176201.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176234.281250 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -176234.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176267.921875 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -176267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -176304.750000 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -176304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176336.109375 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -176336.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176382.515625 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -176382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176401.718750 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -176401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176408.562500 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -176408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176416.031250 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -176416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176423.640625 Penalty: 3518.328857
	Iteration 14Q: 3 clusters Score -176423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176432.312500 Penalty: 3518.328857
	Iteration 15Q: 3 clusters Score -176432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176437.046875 Penalty: 3518.328857
	Iteration 16Q: 3 clusters Score -176437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176444.609375 Penalty: 3518.328857
	Iteration 17Q: 3 clusters Score -176444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176450.437500 Penalty: 3518.328857
	Iteration 18Q: 3 clusters Score -176450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176455.015625 Penalty: 3518.328857
	Iteration 19Q: 3 clusters Score -176455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176456.937500 Penalty: 3518.328857
	Iteration 20F: 3 clusters Score -176456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176458.968750 Penalty: 3518.328857
	Iteration 21Q: 3 clusters Score -176459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176461.593750 Penalty: 3518.328857
	Iteration 22Q: 3 clusters Score -176461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -176462.328125 Penalty: 3518.328857
	Iteration 23Q: 3 clusters Score -176462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -176462.328125 Penalty: 3518.328857
	Iteration 24F: 3 clusters Score -176462.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Entering Unmasked Estep 
Score: -2117608.000000 Penalty: 2370.725098
	Iteration 0F: 2 clusters Score -2117608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2107284.500000 Penalty: 4741.450195
	Iteration 0F: 3 clusters Score -2107284 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2110725.750000 Penalty: 4741.450195
	Iteration 1F: 3 clusters Score -2110726 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2111276.000000 Penalty: 4741.450195
	Iteration 2F: 3 clusters Score -2111276 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2111710.500000 Penalty: 4741.450195
	Iteration 3F: 3 clusters Score -2111710 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2112093.250000 Penalty: 4741.450195
	Iteration 4F: 3 clusters Score -2112093 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2112456.000000 Penalty: 4741.450195
	Iteration 5Q: 3 clusters Score -2112456 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2112823.000000 Penalty: 4741.450195
	Iteration 6Q: 3 clusters Score -2112823 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2113165.500000 Penalty: 4741.450195
	Iteration 7Q: 3 clusters Score -2113166 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2113439.250000 Penalty: 4741.450195
	Iteration 8Q: 3 clusters Score -2113439 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2113697.500000 Penalty: 4741.450195
	Iteration 9Q: 3 clusters Score -2113698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2113940.750000 Penalty: 4741.450195
	Iteration 10Q: 3 clusters Score -2113941 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2114150.500000 Penalty: 4741.450195
	Iteration 11Q: 3 clusters Score -2114150 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2114351.250000 Penalty: 4741.450195
	Iteration 12Q: 3 clusters Score -2114351 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2114549.000000 Penalty: 4741.450195
	Iteration 13Q: 3 clusters Score -2114549 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2114726.750000 Penalty: 4741.450195
	Iteration 14Q: 3 clusters Score -2114727 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2114868.750000 Penalty: 4741.450195
	Iteration 15Q: 3 clusters Score -2114869 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2114979.250000 Penalty: 4741.450195
	Iteration 16Q: 3 clusters Score -2114979 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2115059.000000 Penalty: 4741.450195
	Iteration 17Q: 3 clusters Score -2115059 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2115105.000000 Penalty: 4741.450195
	Iteration 18Q: 3 clusters Score -2115105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2115147.250000 Penalty: 4741.450195
	Iteration 19Q: 3 clusters Score -2115147 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2115194.000000 Penalty: 4741.450195
	Iteration 20F: 3 clusters Score -2115194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2115240.500000 Penalty: 4741.450195
	Iteration 21Q: 3 clusters Score -2115240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2115280.500000 Penalty: 4741.450195
	Iteration 22Q: 3 clusters Score -2115280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2115318.750000 Penalty: 4741.450195
	Iteration 23Q: 3 clusters Score -2115319 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2115366.750000 Penalty: 4741.450195
	Iteration 24Q: 3 clusters Score -2115367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2115395.500000 Penalty: 4741.450195
	Iteration 25Q: 3 clusters Score -2115396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2115444.000000 Penalty: 4741.450195
	Iteration 26Q: 3 clusters Score -2115444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2115488.250000 Penalty: 4741.450195
	Iteration 27Q: 3 clusters Score -2115488 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2115518.250000 Penalty: 4741.450195
	Iteration 28Q: 3 clusters Score -2115518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2115544.000000 Penalty: 4741.450195
	Iteration 29Q: 3 clusters Score -2115544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2115557.750000 Penalty: 4741.450195
	Iteration 30Q: 3 clusters Score -2115558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2115571.000000 Penalty: 4741.450195
	Iteration 31Q: 3 clusters Score -2115571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2115587.250000 Penalty: 4741.450195
	Iteration 32Q: 3 clusters Score -2115587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2115600.750000 Penalty: 4741.450195
	Iteration 33Q: 3 clusters Score -2115601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2115610.500000 Penalty: 4741.450195
	Iteration 34Q: 3 clusters Score -2115610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2115618.500000 Penalty: 4741.450195
	Iteration 35Q: 3 clusters Score -2115618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2115633.500000 Penalty: 4741.450195
	Iteration 36Q: 3 clusters Score -2115634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2115653.250000 Penalty: 4741.450195
	Iteration 37Q: 3 clusters Score -2115653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2115665.750000 Penalty: 4741.450195
	Iteration 38Q: 3 clusters Score -2115666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2115675.500000 Penalty: 4741.450195
	Iteration 39Q: 3 clusters Score -2115676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2115682.250000 Penalty: 4741.450195
	Iteration 40F: 3 clusters Score -2115682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2115698.750000 Penalty: 4741.450195
	Iteration 41Q: 3 clusters Score -2115699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2115707.000000 Penalty: 4741.450195
	Iteration 42Q: 3 clusters Score -2115707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2115713.500000 Penalty: 4741.450195
	Iteration 43Q: 3 clusters Score -2115714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2115723.000000 Penalty: 4741.450195
	Iteration 44Q: 3 clusters Score -2115723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2115724.000000 Penalty: 4741.450195
	Iteration 45Q: 3 clusters Score -2115724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2115728.000000 Penalty: 4741.450195
	Iteration 46Q: 3 clusters Score -2115728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2115730.250000 Penalty: 4741.450195
	Iteration 47Q: 3 clusters Score -2115730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2115725.500000 Penalty: 4741.450195
	Iteration 48Q: 3 clusters Score -2115726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2115730.250000 Penalty: 4741.450195
	Iteration 49Q: 3 clusters Score -2115730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2115737.500000 Penalty: 4741.450195
	Iteration 50Q: 3 clusters Score -2115738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2115733.000000 Penalty: 4741.450195
	Iteration 51Q: 3 clusters Score -2115733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2115735.500000 Penalty: 4741.450195
	Iteration 52Q: 3 clusters Score -2115736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2115733.250000 Penalty: 4741.450195
	Iteration 53Q: 3 clusters Score -2115733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2115735.500000 Penalty: 4741.450195
	Iteration 54Q: 3 clusters Score -2115736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2115733.750000 Penalty: 4741.450195
	Iteration 55Q: 3 clusters Score -2115734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2115736.750000 Penalty: 4741.450195
	Iteration 56Q: 3 clusters Score -2115737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2115738.000000 Penalty: 4741.450195
	Iteration 57Q: 3 clusters Score -2115738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2115737.500000 Penalty: 4741.450195
	Iteration 58Q: 3 clusters Score -2115738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2115737.500000 Penalty: 4741.450195
	Iteration 59F: 3 clusters Score -2115738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -805621.312500 Penalty: 2129.506348
	Iteration 0F: 2 clusters Score -805621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -800894.187500 Penalty: 4259.012695
	Iteration 0F: 3 clusters Score -800894.2 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -802224.312500 Penalty: 4259.012695
	Iteration 1F: 3 clusters Score -802224.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -802729.250000 Penalty: 4259.012695
	Iteration 2F: 3 clusters Score -802729.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -803229.437500 Penalty: 4259.012695
	Iteration 3F: 3 clusters Score -803229.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -803665.437500 Penalty: 4259.012695
	Iteration 4F: 3 clusters Score -803665.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -804018.937500 Penalty: 4259.012695
	Iteration 5F: 3 clusters Score -804018.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -804333.000000 Penalty: 4259.012695
	Iteration 6F: 3 clusters Score -804333 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -804692.937500 Penalty: 4259.012695
	Iteration 7Q: 3 clusters Score -804692.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -805048.875000 Penalty: 4259.012695
	Iteration 8Q: 3 clusters Score -805048.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -805382.250000 Penalty: 4259.012695
	Iteration 9Q: 3 clusters Score -805382.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -805572.375000 Penalty: 4259.012695
	Iteration 10Q: 3 clusters Score -805572.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -805670.875000 Penalty: 4259.012695
	Iteration 11Q: 3 clusters Score -805670.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -805746.125000 Penalty: 4259.012695
	Iteration 12Q: 3 clusters Score -805746.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -805799.625000 Penalty: 4259.012695
	Iteration 13Q: 3 clusters Score -805799.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -805829.000000 Penalty: 4259.012695
	Iteration 14Q: 3 clusters Score -805829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -805853.500000 Penalty: 4259.012695
	Iteration 15Q: 3 clusters Score -805853.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -805868.687500 Penalty: 4259.012695
	Iteration 16Q: 3 clusters Score -805868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -805876.875000 Penalty: 4259.012695
	Iteration 17Q: 3 clusters Score -805876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -805879.687500 Penalty: 4259.012695
	Iteration 18Q: 3 clusters Score -805879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -805884.875000 Penalty: 4259.012695
	Iteration 19Q: 3 clusters Score -805884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -805883.687500 Penalty: 4259.012695
	Iteration 20F: 3 clusters Score -805883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -805886.437500 Penalty: 4259.012695
	Iteration 21Q: 3 clusters Score -805886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -805888.250000 Penalty: 4259.012695
	Iteration 22Q: 3 clusters Score -805888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -805890.437500 Penalty: 4259.012695
	Iteration 23Q: 3 clusters Score -805890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -805890.687500 Penalty: 4259.012695
	Iteration 24Q: 3 clusters Score -805890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -805890.687500 Penalty: 4259.012695
	Iteration 25Q: 3 clusters Score -805890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -805892.000000 Penalty: 4259.012695
	Iteration 26Q: 3 clusters Score -805892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -805892.562500 Penalty: 4259.012695
	Iteration 27Q: 3 clusters Score -805892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -805892.562500 Penalty: 4259.012695
	Iteration 28F: 3 clusters Score -805892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64554 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 115673 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 104521 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 63723 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21528 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 34859 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50444 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29776 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13775 members 
Mstep: Class 42 contains 20551 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Mstep: Class 45 contains 2362 members 
Entering Unmasked Estep 
Score: -120404368.000000 Penalty: 151630.234375
Splitting cluster 15 changes total score from -120405704.000000 to -120404368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -106536.320312 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -106536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104812.656250 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -104812.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105018.625000 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -105018.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105084.320312 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -105084.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105120.781250 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -105120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105135.953125 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -105136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105143.453125 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -105143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105143.453125 Penalty: 3243.634766
	Iteration 6F: 3 clusters Score -105143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Entering Unmasked Estep 
Score: -4490939.500000 Penalty: 2545.806641
	Iteration 0F: 2 clusters Score -4490940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4471108.500000 Penalty: 5091.613281
	Iteration 0F: 3 clusters Score -4471108 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4478324.500000 Penalty: 5091.613281
	Iteration 1F: 3 clusters Score -4478324 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -4478944.000000 Penalty: 5091.613281
	Iteration 2F: 3 clusters Score -4478944 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -4479476.500000 Penalty: 5091.613281
	Iteration 3Q: 3 clusters Score -4479476 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4480054.000000 Penalty: 5091.613281
	Iteration 4Q: 3 clusters Score -4480054 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4480741.500000 Penalty: 5091.613281
	Iteration 5Q: 3 clusters Score -4480742 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4481579.000000 Penalty: 5091.613281
	Iteration 6F: 3 clusters Score -4481579 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4482706.500000 Penalty: 5091.613281
	Iteration 7F: 3 clusters Score -4482706 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4483985.000000 Penalty: 5091.613281
	Iteration 8F: 3 clusters Score -4483985 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4485202.000000 Penalty: 5091.613281
	Iteration 9F: 3 clusters Score -4485202 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4486302.500000 Penalty: 5091.613281
	Iteration 10Q: 3 clusters Score -4486302 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4487117.000000 Penalty: 5091.613281
	Iteration 11Q: 3 clusters Score -4487117 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4487609.000000 Penalty: 5091.613281
	Iteration 12Q: 3 clusters Score -4487609 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4487943.500000 Penalty: 5091.613281
	Iteration 13Q: 3 clusters Score -4487944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4488194.000000 Penalty: 5091.613281
	Iteration 14Q: 3 clusters Score -4488194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4488357.000000 Penalty: 5091.613281
	Iteration 15Q: 3 clusters Score -4488357 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4488476.500000 Penalty: 5091.613281
	Iteration 16Q: 3 clusters Score -4488476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4488536.500000 Penalty: 5091.613281
	Iteration 17Q: 3 clusters Score -4488536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4488596.000000 Penalty: 5091.613281
	Iteration 18Q: 3 clusters Score -4488596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4488631.000000 Penalty: 5091.613281
	Iteration 19Q: 3 clusters Score -4488631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4488651.000000 Penalty: 5091.613281
	Iteration 20F: 3 clusters Score -4488651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4488661.000000 Penalty: 5091.613281
	Iteration 21Q: 3 clusters Score -4488661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4488660.500000 Penalty: 5091.613281
	Iteration 22Q: 3 clusters Score -4488660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4488665.000000 Penalty: 5091.613281
	Iteration 23Q: 3 clusters Score -4488665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4488674.000000 Penalty: 5091.613281
	Iteration 24Q: 3 clusters Score -4488674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4488681.500000 Penalty: 5091.613281
	Iteration 25Q: 3 clusters Score -4488682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4488685.500000 Penalty: 5091.613281
	Iteration 26Q: 3 clusters Score -4488686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4488687.500000 Penalty: 5091.613281
	Iteration 27Q: 3 clusters Score -4488688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4488692.500000 Penalty: 5091.613281
	Iteration 28Q: 3 clusters Score -4488692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4488696.500000 Penalty: 5091.613281
	Iteration 29Q: 3 clusters Score -4488696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4488696.500000 Penalty: 5091.613281
	Iteration 30F: 3 clusters Score -4488696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -734206.062500 Penalty: 2106.086914
	Iteration 0F: 2 clusters Score -734206.1 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 2408 members 
Entering Unmasked Estep 
Score: -729764.937500 Penalty: 4212.173828
	Iteration 0F: 3 clusters Score -729764.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -730862.937500 Penalty: 4212.173828
	Iteration 1F: 3 clusters Score -730862.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -731075.312500 Penalty: 4212.173828
	Iteration 2F: 3 clusters Score -731075.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -731229.250000 Penalty: 4212.173828
	Iteration 3F: 3 clusters Score -731229.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -731359.375000 Penalty: 4212.173828
	Iteration 4Q: 3 clusters Score -731359.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -731486.437500 Penalty: 4212.173828
	Iteration 5Q: 3 clusters Score -731486.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -731615.375000 Penalty: 4212.173828
	Iteration 6Q: 3 clusters Score -731615.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -731739.937500 Penalty: 4212.173828
	Iteration 7Q: 3 clusters Score -731739.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -731853.250000 Penalty: 4212.173828
	Iteration 8Q: 3 clusters Score -731853.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -731974.875000 Penalty: 4212.173828
	Iteration 9Q: 3 clusters Score -731974.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -732079.937500 Penalty: 4212.173828
	Iteration 10Q: 3 clusters Score -732079.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -732163.625000 Penalty: 4212.173828
	Iteration 11Q: 3 clusters Score -732163.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -732234.375000 Penalty: 4212.173828
	Iteration 12Q: 3 clusters Score -732234.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -732286.562500 Penalty: 4212.173828
	Iteration 13Q: 3 clusters Score -732286.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -732330.125000 Penalty: 4212.173828
	Iteration 14Q: 3 clusters Score -732330.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -732362.500000 Penalty: 4212.173828
	Iteration 15Q: 3 clusters Score -732362.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -732396.937500 Penalty: 4212.173828
	Iteration 16Q: 3 clusters Score -732396.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -732429.562500 Penalty: 4212.173828
	Iteration 17Q: 3 clusters Score -732429.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -732452.062500 Penalty: 4212.173828
	Iteration 18Q: 3 clusters Score -732452.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -732474.500000 Penalty: 4212.173828
	Iteration 19Q: 3 clusters Score -732474.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -732497.562500 Penalty: 4212.173828
	Iteration 20F: 3 clusters Score -732497.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -732520.250000 Penalty: 4212.173828
	Iteration 21Q: 3 clusters Score -732520.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -732540.250000 Penalty: 4212.173828
	Iteration 22Q: 3 clusters Score -732540.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -732555.750000 Penalty: 4212.173828
	Iteration 23Q: 3 clusters Score -732555.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -732568.937500 Penalty: 4212.173828
	Iteration 24Q: 3 clusters Score -732568.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -732583.562500 Penalty: 4212.173828
	Iteration 25Q: 3 clusters Score -732583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -732595.187500 Penalty: 4212.173828
	Iteration 26Q: 3 clusters Score -732595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -732599.187500 Penalty: 4212.173828
	Iteration 27Q: 3 clusters Score -732599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -732602.312500 Penalty: 4212.173828
	Iteration 28Q: 3 clusters Score -732602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -732604.812500 Penalty: 4212.173828
	Iteration 29Q: 3 clusters Score -732604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -732608.375000 Penalty: 4212.173828
	Iteration 30Q: 3 clusters Score -732608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -732612.125000 Penalty: 4212.173828
	Iteration 31Q: 3 clusters Score -732612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -732613.875000 Penalty: 4212.173828
	Iteration 32Q: 3 clusters Score -732613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -732614.562500 Penalty: 4212.173828
	Iteration 33Q: 3 clusters Score -732614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -732617.875000 Penalty: 4212.173828
	Iteration 34Q: 3 clusters Score -732617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -732619.562500 Penalty: 4212.173828
	Iteration 35Q: 3 clusters Score -732619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -732619.937500 Penalty: 4212.173828
	Iteration 36Q: 3 clusters Score -732619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -732619.937500 Penalty: 4212.173828
	Iteration 37F: 3 clusters Score -732619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -163432.437500 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -163432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161461.718750 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -161461.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161753.812500 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -161753.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161863.906250 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -161863.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161955.234375 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -161955.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162013.437500 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -162013.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -162056.703125 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -162056.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162099.843750 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -162099.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162149.890625 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -162149.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -162281.406250 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -162281.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -162401.062500 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -162401.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162548.312500 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -162548.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -162888.812500 Penalty: 3466.252930
	Iteration 11F: 3 clusters Score -162888.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163096.750000 Penalty: 3466.252930
	Iteration 12F: 3 clusters Score -163096.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -163304.984375 Penalty: 3466.252930
	Iteration 13F: 3 clusters Score -163305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163458.906250 Penalty: 3466.252930
	Iteration 14F: 3 clusters Score -163458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163532.093750 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -163532.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -163566.125000 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -163566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163579.843750 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -163579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163589.921875 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -163589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163594.515625 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -163594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163594.515625 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -163594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64554 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 115673 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 104521 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 63723 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21528 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 34859 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50444 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29776 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13775 members 
Mstep: Class 42 contains 20551 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Mstep: Class 45 contains 743 members 
Entering Unmasked Estep 
Score: -120404088.000000 Penalty: 151630.234375
Splitting cluster 19 changes total score from -120405704.000000 to -120404088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -55009.351562 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -55009.35 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 210 members 
Entering Unmasked Estep 
Score: -53636.953125 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -53636.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53799.593750 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -53799.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53826.589844 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -53826.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53848.812500 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -53848.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53860.875000 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -53860.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53874.812500 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -53874.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53874.812500 Penalty: 2979.151367
	Iteration 6F: 3 clusters Score -53874.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Entering Unmasked Estep 
Score: -3347962.500000 Penalty: 2474.323242
	Iteration 0F: 2 clusters Score -3347962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3333054.500000 Penalty: 4948.646484
	Iteration 0F: 3 clusters Score -3333054 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3337895.500000 Penalty: 4948.646484
	Iteration 1F: 3 clusters Score -3337896 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3338354.250000 Penalty: 4948.646484
	Iteration 2F: 3 clusters Score -3338354 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3338704.750000 Penalty: 4948.646484
	Iteration 3Q: 3 clusters Score -3338705 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3339050.000000 Penalty: 4948.646484
	Iteration 4Q: 3 clusters Score -3339050 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3339353.250000 Penalty: 4948.646484
	Iteration 5Q: 3 clusters Score -3339353 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3339639.500000 Penalty: 4948.646484
	Iteration 6Q: 3 clusters Score -3339640 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3339944.000000 Penalty: 4948.646484
	Iteration 7Q: 3 clusters Score -3339944 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3340298.000000 Penalty: 4948.646484
	Iteration 8Q: 3 clusters Score -3340298 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3340772.500000 Penalty: 4948.646484
	Iteration 9Q: 3 clusters Score -3340772 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3341267.250000 Penalty: 4948.646484
	Iteration 10Q: 3 clusters Score -3341267 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3341860.500000 Penalty: 4948.646484
	Iteration 11Q: 3 clusters Score -3341860 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3342565.750000 Penalty: 4948.646484
	Iteration 12Q: 3 clusters Score -3342566 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3343261.750000 Penalty: 4948.646484
	Iteration 13Q: 3 clusters Score -3343262 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3343912.250000 Penalty: 4948.646484
	Iteration 14Q: 3 clusters Score -3343912 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3344429.000000 Penalty: 4948.646484
	Iteration 15Q: 3 clusters Score -3344429 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3344789.500000 Penalty: 4948.646484
	Iteration 16Q: 3 clusters Score -3344790 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3345044.750000 Penalty: 4948.646484
	Iteration 17Q: 3 clusters Score -3345045 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3345222.500000 Penalty: 4948.646484
	Iteration 18Q: 3 clusters Score -3345222 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3345375.500000 Penalty: 4948.646484
	Iteration 19Q: 3 clusters Score -3345376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3345496.000000 Penalty: 4948.646484
	Iteration 20F: 3 clusters Score -3345496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3345585.000000 Penalty: 4948.646484
	Iteration 21Q: 3 clusters Score -3345585 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3345680.500000 Penalty: 4948.646484
	Iteration 22Q: 3 clusters Score -3345680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3345744.250000 Penalty: 4948.646484
	Iteration 23Q: 3 clusters Score -3345744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3345800.750000 Penalty: 4948.646484
	Iteration 24Q: 3 clusters Score -3345801 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3345852.000000 Penalty: 4948.646484
	Iteration 25Q: 3 clusters Score -3345852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3345888.250000 Penalty: 4948.646484
	Iteration 26Q: 3 clusters Score -3345888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3345920.250000 Penalty: 4948.646484
	Iteration 27Q: 3 clusters Score -3345920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3345944.500000 Penalty: 4948.646484
	Iteration 28Q: 3 clusters Score -3345944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3345961.250000 Penalty: 4948.646484
	Iteration 29Q: 3 clusters Score -3345961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3345972.500000 Penalty: 4948.646484
	Iteration 30Q: 3 clusters Score -3345972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3345997.000000 Penalty: 4948.646484
	Iteration 31Q: 3 clusters Score -3345997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3346006.750000 Penalty: 4948.646484
	Iteration 32Q: 3 clusters Score -3346007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3346015.250000 Penalty: 4948.646484
	Iteration 33Q: 3 clusters Score -3346015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3346022.500000 Penalty: 4948.646484
	Iteration 34Q: 3 clusters Score -3346022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3346039.250000 Penalty: 4948.646484
	Iteration 35Q: 3 clusters Score -3346039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3346046.250000 Penalty: 4948.646484
	Iteration 36Q: 3 clusters Score -3346046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3346050.750000 Penalty: 4948.646484
	Iteration 37Q: 3 clusters Score -3346051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3346055.000000 Penalty: 4948.646484
	Iteration 38Q: 3 clusters Score -3346055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3346054.000000 Penalty: 4948.646484
	Iteration 39Q: 3 clusters Score -3346054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3346058.750000 Penalty: 4948.646484
	Iteration 40F: 3 clusters Score -3346059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3346056.250000 Penalty: 4948.646484
	Iteration 41Q: 3 clusters Score -3346056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3346061.250000 Penalty: 4948.646484
	Iteration 42Q: 3 clusters Score -3346061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3346059.500000 Penalty: 4948.646484
	Iteration 43Q: 3 clusters Score -3346060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3346059.500000 Penalty: 4948.646484
	Iteration 44F: 3 clusters Score -3346060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Entering Unmasked Estep 
Score: -1877194.750000 Penalty: 2341.420898
	Iteration 0F: 2 clusters Score -1877195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1867864.250000 Penalty: 4682.841797
	Iteration 0F: 3 clusters Score -1867864 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1870738.250000 Penalty: 4682.841797
	Iteration 1F: 3 clusters Score -1870738 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1871122.500000 Penalty: 4682.841797
	Iteration 2F: 3 clusters Score -1871122 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1871445.375000 Penalty: 4682.841797
	Iteration 3F: 3 clusters Score -1871445 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1871700.875000 Penalty: 4682.841797
	Iteration 4Q: 3 clusters Score -1871701 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1871958.750000 Penalty: 4682.841797
	Iteration 5Q: 3 clusters Score -1871959 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1872226.500000 Penalty: 4682.841797
	Iteration 6Q: 3 clusters Score -1872226 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1872546.875000 Penalty: 4682.841797
	Iteration 7Q: 3 clusters Score -1872547 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1872892.625000 Penalty: 4682.841797
	Iteration 8Q: 3 clusters Score -1872893 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1873187.375000 Penalty: 4682.841797
	Iteration 9Q: 3 clusters Score -1873187 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1873426.500000 Penalty: 4682.841797
	Iteration 10Q: 3 clusters Score -1873426 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1873614.875000 Penalty: 4682.841797
	Iteration 11Q: 3 clusters Score -1873615 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1873790.750000 Penalty: 4682.841797
	Iteration 12Q: 3 clusters Score -1873791 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1873930.875000 Penalty: 4682.841797
	Iteration 13Q: 3 clusters Score -1873931 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1874043.375000 Penalty: 4682.841797
	Iteration 14Q: 3 clusters Score -1874043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1874121.000000 Penalty: 4682.841797
	Iteration 15Q: 3 clusters Score -1874121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1874179.625000 Penalty: 4682.841797
	Iteration 16Q: 3 clusters Score -1874180 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1874241.875000 Penalty: 4682.841797
	Iteration 17Q: 3 clusters Score -1874242 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1874279.875000 Penalty: 4682.841797
	Iteration 18Q: 3 clusters Score -1874280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1874316.875000 Penalty: 4682.841797
	Iteration 19Q: 3 clusters Score -1874317 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1874362.250000 Penalty: 4682.841797
	Iteration 20F: 3 clusters Score -1874362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1874410.750000 Penalty: 4682.841797
	Iteration 21Q: 3 clusters Score -1874411 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1874456.500000 Penalty: 4682.841797
	Iteration 22Q: 3 clusters Score -1874456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1874490.625000 Penalty: 4682.841797
	Iteration 23Q: 3 clusters Score -1874491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1874530.875000 Penalty: 4682.841797
	Iteration 24Q: 3 clusters Score -1874531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1874568.375000 Penalty: 4682.841797
	Iteration 25Q: 3 clusters Score -1874568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1874609.875000 Penalty: 4682.841797
	Iteration 26Q: 3 clusters Score -1874610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1874661.000000 Penalty: 4682.841797
	Iteration 27Q: 3 clusters Score -1874661 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1874727.625000 Penalty: 4682.841797
	Iteration 28Q: 3 clusters Score -1874728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1874790.250000 Penalty: 4682.841797
	Iteration 29Q: 3 clusters Score -1874790 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1874860.875000 Penalty: 4682.841797
	Iteration 30Q: 3 clusters Score -1874861 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1874943.375000 Penalty: 4682.841797
	Iteration 31Q: 3 clusters Score -1874943 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1875044.875000 Penalty: 4682.841797
	Iteration 32Q: 3 clusters Score -1875045 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1875139.625000 Penalty: 4682.841797
	Iteration 33Q: 3 clusters Score -1875140 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1875250.875000 Penalty: 4682.841797
	Iteration 34Q: 3 clusters Score -1875251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1875345.125000 Penalty: 4682.841797
	Iteration 35Q: 3 clusters Score -1875345 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1875411.125000 Penalty: 4682.841797
	Iteration 36Q: 3 clusters Score -1875411 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1875457.125000 Penalty: 4682.841797
	Iteration 37Q: 3 clusters Score -1875457 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1875493.250000 Penalty: 4682.841797
	Iteration 38Q: 3 clusters Score -1875493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1875520.375000 Penalty: 4682.841797
	Iteration 39Q: 3 clusters Score -1875520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1875539.500000 Penalty: 4682.841797
	Iteration 40F: 3 clusters Score -1875540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1875559.875000 Penalty: 4682.841797
	Iteration 41Q: 3 clusters Score -1875560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1875577.000000 Penalty: 4682.841797
	Iteration 42Q: 3 clusters Score -1875577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1875592.125000 Penalty: 4682.841797
	Iteration 43Q: 3 clusters Score -1875592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1875609.750000 Penalty: 4682.841797
	Iteration 44Q: 3 clusters Score -1875610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1875627.500000 Penalty: 4682.841797
	Iteration 45Q: 3 clusters Score -1875628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1875632.125000 Penalty: 4682.841797
	Iteration 46Q: 3 clusters Score -1875632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1875634.750000 Penalty: 4682.841797
	Iteration 47Q: 3 clusters Score -1875635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1875646.000000 Penalty: 4682.841797
	Iteration 48Q: 3 clusters Score -1875646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1875656.250000 Penalty: 4682.841797
	Iteration 49Q: 3 clusters Score -1875656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1875659.875000 Penalty: 4682.841797
	Iteration 50Q: 3 clusters Score -1875660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1875664.625000 Penalty: 4682.841797
	Iteration 51Q: 3 clusters Score -1875665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1875666.250000 Penalty: 4682.841797
	Iteration 52Q: 3 clusters Score -1875666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1875677.625000 Penalty: 4682.841797
	Iteration 53Q: 3 clusters Score -1875678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1875678.500000 Penalty: 4682.841797
	Iteration 54Q: 3 clusters Score -1875678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1875684.875000 Penalty: 4682.841797
	Iteration 55Q: 3 clusters Score -1875685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1875694.000000 Penalty: 4682.841797
	Iteration 56Q: 3 clusters Score -1875694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1875698.625000 Penalty: 4682.841797
	Iteration 57Q: 3 clusters Score -1875699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1875699.625000 Penalty: 4682.841797
	Iteration 58Q: 3 clusters Score -1875700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1875699.500000 Penalty: 4682.841797
	Iteration 59Q: 3 clusters Score -1875700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1875707.375000 Penalty: 4682.841797
	Iteration 60F: 3 clusters Score -1875707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1875713.000000 Penalty: 4682.841797
	Iteration 61Q: 3 clusters Score -1875713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1875715.750000 Penalty: 4682.841797
	Iteration 62Q: 3 clusters Score -1875716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1875729.375000 Penalty: 4682.841797
	Iteration 63Q: 3 clusters Score -1875729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1875738.750000 Penalty: 4682.841797
	Iteration 64Q: 3 clusters Score -1875739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1875751.250000 Penalty: 4682.841797
	Iteration 65Q: 3 clusters Score -1875751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1875768.875000 Penalty: 4682.841797
	Iteration 66Q: 3 clusters Score -1875769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1875771.000000 Penalty: 4682.841797
	Iteration 67Q: 3 clusters Score -1875771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1875783.125000 Penalty: 4682.841797
	Iteration 68Q: 3 clusters Score -1875783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1875787.625000 Penalty: 4682.841797
	Iteration 69Q: 3 clusters Score -1875788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1875789.750000 Penalty: 4682.841797
	Iteration 70Q: 3 clusters Score -1875790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1875795.625000 Penalty: 4682.841797
	Iteration 71Q: 3 clusters Score -1875796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1875806.250000 Penalty: 4682.841797
	Iteration 72Q: 3 clusters Score -1875806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1875808.750000 Penalty: 4682.841797
	Iteration 73Q: 3 clusters Score -1875809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1875813.000000 Penalty: 4682.841797
	Iteration 74Q: 3 clusters Score -1875813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1875815.750000 Penalty: 4682.841797
	Iteration 75Q: 3 clusters Score -1875816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1875817.750000 Penalty: 4682.841797
	Iteration 76Q: 3 clusters Score -1875818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1875817.750000 Penalty: 4682.841797
	Iteration 77Q: 3 clusters Score -1875818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1875817.750000 Penalty: 4682.841797
	Iteration 78Q: 3 clusters Score -1875818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1875821.125000 Penalty: 4682.841797
	Iteration 79Q: 3 clusters Score -1875821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1875821.750000 Penalty: 4682.841797
	Iteration 80F: 3 clusters Score -1875822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1875821.875000 Penalty: 4682.841797
	Iteration 81Q: 3 clusters Score -1875822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1875822.125000 Penalty: 4682.841797
	Iteration 82Q: 3 clusters Score -1875822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1875822.000000 Penalty: 4682.841797
	Iteration 83Q: 3 clusters Score -1875822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1875822.000000 Penalty: 4682.841797
	Iteration 84F: 3 clusters Score -1875822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Entering Unmasked Estep 
Score: -2808953.500000 Penalty: 2428.470703
	Iteration 0F: 2 clusters Score -2808954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2796232.750000 Penalty: 4856.941406
	Iteration 0F: 3 clusters Score -2796233 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2800457.500000 Penalty: 4856.941406
	Iteration 1F: 3 clusters Score -2800458 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2800930.000000 Penalty: 4856.941406
	Iteration 2F: 3 clusters Score -2800930 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2801382.000000 Penalty: 4856.941406
	Iteration 3F: 3 clusters Score -2801382 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2801879.000000 Penalty: 4856.941406
	Iteration 4F: 3 clusters Score -2801879 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2802493.500000 Penalty: 4856.941406
	Iteration 5F: 3 clusters Score -2802494 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2803262.500000 Penalty: 4856.941406
	Iteration 6F: 3 clusters Score -2803262 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2804043.500000 Penalty: 4856.941406
	Iteration 7F: 3 clusters Score -2804044 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2804816.250000 Penalty: 4856.941406
	Iteration 8F: 3 clusters Score -2804816 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2805506.500000 Penalty: 4856.941406
	Iteration 9Q: 3 clusters Score -2805506 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2806022.500000 Penalty: 4856.941406
	Iteration 10Q: 3 clusters Score -2806022 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2806352.750000 Penalty: 4856.941406
	Iteration 11Q: 3 clusters Score -2806353 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2806545.250000 Penalty: 4856.941406
	Iteration 12Q: 3 clusters Score -2806545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2806653.250000 Penalty: 4856.941406
	Iteration 13Q: 3 clusters Score -2806653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2806725.000000 Penalty: 4856.941406
	Iteration 14Q: 3 clusters Score -2806725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2806775.000000 Penalty: 4856.941406
	Iteration 15Q: 3 clusters Score -2806775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2806817.250000 Penalty: 4856.941406
	Iteration 16Q: 3 clusters Score -2806817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2806834.000000 Penalty: 4856.941406
	Iteration 17Q: 3 clusters Score -2806834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2806836.250000 Penalty: 4856.941406
	Iteration 18Q: 3 clusters Score -2806836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2806844.000000 Penalty: 4856.941406
	Iteration 19Q: 3 clusters Score -2806844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2806847.250000 Penalty: 4856.941406
	Iteration 20F: 3 clusters Score -2806847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2806853.250000 Penalty: 4856.941406
	Iteration 21Q: 3 clusters Score -2806853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2806852.750000 Penalty: 4856.941406
	Iteration 22Q: 3 clusters Score -2806853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2806861.000000 Penalty: 4856.941406
	Iteration 23Q: 3 clusters Score -2806861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2806861.000000 Penalty: 4856.941406
	Iteration 24F: 3 clusters Score -2806861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -25194.548828 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -25194.55 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 109 members 
Entering Unmasked Estep 
Score: -24204.919922 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -24204.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24492.685547 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -24492.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24660.050781 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -24660.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24725.931641 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -24725.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24736.210938 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -24736.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24758.220703 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -24758.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24779.451172 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -24779.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24792.087891 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -24792.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24813.742188 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -24813.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24833.843750 Penalty: 2758.098145
	Iteration 9Q: 3 clusters Score -24833.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24842.666016 Penalty: 2758.098145
	Iteration 10F: 3 clusters Score -24842.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24896.435547 Penalty: 2758.098145
	Iteration 11Q: 3 clusters Score -24896.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24980.312500 Penalty: 2758.098145
	Iteration 12Q: 3 clusters Score -24980.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25082.539062 Penalty: 2758.098145
	Iteration 13Q: 3 clusters Score -25082.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25155.177734 Penalty: 2758.098145
	Iteration 14Q: 3 clusters Score -25155.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25160.488281 Penalty: 2758.098145
	Iteration 15Q: 3 clusters Score -25160.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25167.914062 Penalty: 2758.098145
	Iteration 16Q: 3 clusters Score -25167.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25167.914062 Penalty: 2758.098145
	Iteration 17F: 3 clusters Score -25167.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -1261937.125000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -1261937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1255332.000000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -1255332 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1257471.625000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -1257472 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1258009.750000 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -1258010 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1258514.125000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -1258514 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1258926.250000 Penalty: 4482.616699
	Iteration 4F: 3 clusters Score -1258926 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1259257.500000 Penalty: 4482.616699
	Iteration 5F: 3 clusters Score -1259258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1259492.750000 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -1259493 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1259664.750000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -1259665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1259826.250000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -1259826 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1259955.125000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -1259955 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1260059.375000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -1260059 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1260142.750000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -1260143 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1260220.125000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -1260220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1260277.500000 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -1260278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1260322.250000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -1260322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1260357.375000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -1260357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1260391.375000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -1260391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1260409.750000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -1260410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1260429.375000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -1260429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1260439.000000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -1260439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1260450.250000 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -1260450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1260459.000000 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -1260459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1260475.750000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -1260476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1260484.000000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -1260484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1260492.875000 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -1260493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1260494.875000 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -1260495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1260492.750000 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -1260493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1260496.625000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -1260497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1260501.250000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -1260501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1260504.875000 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -1260505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1260506.625000 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -1260507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1260511.000000 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -1260511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1260514.375000 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -1260514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1260513.125000 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -1260513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1260512.875000 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -1260513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1260517.000000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -1260517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1260519.375000 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -1260519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1260519.875000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -1260520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1260522.250000 Penalty: 4482.616699
	Iteration 38Q: 3 clusters Score -1260522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1260525.375000 Penalty: 4482.616699
	Iteration 39Q: 3 clusters Score -1260525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1260527.375000 Penalty: 4482.616699
	Iteration 40F: 3 clusters Score -1260527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1260527.375000 Penalty: 4482.616699
	Iteration 41Q: 3 clusters Score -1260527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1260528.625000 Penalty: 4482.616699
	Iteration 42Q: 3 clusters Score -1260529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1260530.375000 Penalty: 4482.616699
	Iteration 43Q: 3 clusters Score -1260530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1260534.250000 Penalty: 4482.616699
	Iteration 44Q: 3 clusters Score -1260534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1260533.750000 Penalty: 4482.616699
	Iteration 45Q: 3 clusters Score -1260534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1260536.625000 Penalty: 4482.616699
	Iteration 46Q: 3 clusters Score -1260537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1260537.125000 Penalty: 4482.616699
	Iteration 47Q: 3 clusters Score -1260537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1260534.500000 Penalty: 4482.616699
	Iteration 48Q: 3 clusters Score -1260534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1260535.250000 Penalty: 4482.616699
	Iteration 49Q: 3 clusters Score -1260535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1260535.375000 Penalty: 4482.616699
	Iteration 50Q: 3 clusters Score -1260535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1260535.625000 Penalty: 4482.616699
	Iteration 51Q: 3 clusters Score -1260536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1260535.750000 Penalty: 4482.616699
	Iteration 52Q: 3 clusters Score -1260536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1260535.750000 Penalty: 4482.616699
	Iteration 53F: 3 clusters Score -1260536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Entering Unmasked Estep 
Score: -1554108.000000 Penalty: 2294.771973
	Iteration 0F: 2 clusters Score -1554108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1546142.625000 Penalty: 4589.543945
	Iteration 0F: 3 clusters Score -1546143 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1548732.500000 Penalty: 4589.543945
	Iteration 1F: 3 clusters Score -1548732 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1549349.875000 Penalty: 4589.543945
	Iteration 2F: 3 clusters Score -1549350 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1549816.750000 Penalty: 4589.543945
	Iteration 3F: 3 clusters Score -1549817 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1550188.625000 Penalty: 4589.543945
	Iteration 4F: 3 clusters Score -1550189 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1550543.125000 Penalty: 4589.543945
	Iteration 5F: 3 clusters Score -1550543 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1550949.875000 Penalty: 4589.543945
	Iteration 6F: 3 clusters Score -1550950 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1551442.625000 Penalty: 4589.543945
	Iteration 7F: 3 clusters Score -1551443 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1552022.500000 Penalty: 4589.543945
	Iteration 8F: 3 clusters Score -1552022 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1552620.125000 Penalty: 4589.543945
	Iteration 9Q: 3 clusters Score -1552620 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1553101.125000 Penalty: 4589.543945
	Iteration 10Q: 3 clusters Score -1553101 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1553337.750000 Penalty: 4589.543945
	Iteration 11Q: 3 clusters Score -1553338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1553451.875000 Penalty: 4589.543945
	Iteration 12Q: 3 clusters Score -1553452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1553506.250000 Penalty: 4589.543945
	Iteration 13Q: 3 clusters Score -1553506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1553529.250000 Penalty: 4589.543945
	Iteration 14Q: 3 clusters Score -1553529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1553547.125000 Penalty: 4589.543945
	Iteration 15Q: 3 clusters Score -1553547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1553551.250000 Penalty: 4589.543945
	Iteration 16Q: 3 clusters Score -1553551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1553555.125000 Penalty: 4589.543945
	Iteration 17Q: 3 clusters Score -1553555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1553556.750000 Penalty: 4589.543945
	Iteration 18Q: 3 clusters Score -1553557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1553558.875000 Penalty: 4589.543945
	Iteration 19Q: 3 clusters Score -1553559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1553557.375000 Penalty: 4589.543945
	Iteration 20F: 3 clusters Score -1553557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1553560.500000 Penalty: 4589.543945
	Iteration 21Q: 3 clusters Score -1553560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1553560.500000 Penalty: 4589.543945
	Iteration 22F: 3 clusters Score -1553560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Entering Unmasked Estep 
Score: -3206280.750000 Penalty: 2462.140381
	Iteration 0F: 2 clusters Score -3206281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3191859.000000 Penalty: 4924.280762
	Iteration 0F: 3 clusters Score -3191859 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3196761.500000 Penalty: 4924.280762
	Iteration 1F: 3 clusters Score -3196762 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3197237.750000 Penalty: 4924.280762
	Iteration 2F: 3 clusters Score -3197238 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3197672.750000 Penalty: 4924.280762
	Iteration 3Q: 3 clusters Score -3197673 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3198090.750000 Penalty: 4924.280762
	Iteration 4Q: 3 clusters Score -3198091 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3198506.500000 Penalty: 4924.280762
	Iteration 5Q: 3 clusters Score -3198506 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3199010.500000 Penalty: 4924.280762
	Iteration 6Q: 3 clusters Score -3199010 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3199532.750000 Penalty: 4924.280762
	Iteration 7Q: 3 clusters Score -3199533 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3200072.250000 Penalty: 4924.280762
	Iteration 8Q: 3 clusters Score -3200072 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3200555.000000 Penalty: 4924.280762
	Iteration 9Q: 3 clusters Score -3200555 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3200958.250000 Penalty: 4924.280762
	Iteration 10Q: 3 clusters Score -3200958 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3201277.500000 Penalty: 4924.280762
	Iteration 11Q: 3 clusters Score -3201278 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3201474.500000 Penalty: 4924.280762
	Iteration 12Q: 3 clusters Score -3201474 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3201641.500000 Penalty: 4924.280762
	Iteration 13Q: 3 clusters Score -3201642 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3201837.250000 Penalty: 4924.280762
	Iteration 14Q: 3 clusters Score -3201837 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3202016.500000 Penalty: 4924.280762
	Iteration 15Q: 3 clusters Score -3202016 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3202188.250000 Penalty: 4924.280762
	Iteration 16Q: 3 clusters Score -3202188 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3202392.250000 Penalty: 4924.280762
	Iteration 17Q: 3 clusters Score -3202392 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3202607.000000 Penalty: 4924.280762
	Iteration 18Q: 3 clusters Score -3202607 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3202797.250000 Penalty: 4924.280762
	Iteration 19Q: 3 clusters Score -3202797 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3203018.500000 Penalty: 4924.280762
	Iteration 20F: 3 clusters Score -3203018 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3203200.750000 Penalty: 4924.280762
	Iteration 21Q: 3 clusters Score -3203201 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3203400.250000 Penalty: 4924.280762
	Iteration 22Q: 3 clusters Score -3203400 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3203584.250000 Penalty: 4924.280762
	Iteration 23Q: 3 clusters Score -3203584 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3203720.500000 Penalty: 4924.280762
	Iteration 24Q: 3 clusters Score -3203720 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3203838.000000 Penalty: 4924.280762
	Iteration 25Q: 3 clusters Score -3203838 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3203950.750000 Penalty: 4924.280762
	Iteration 26Q: 3 clusters Score -3203951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3204027.500000 Penalty: 4924.280762
	Iteration 27Q: 3 clusters Score -3204028 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3204089.500000 Penalty: 4924.280762
	Iteration 28Q: 3 clusters Score -3204090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3204147.500000 Penalty: 4924.280762
	Iteration 29Q: 3 clusters Score -3204148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3204183.500000 Penalty: 4924.280762
	Iteration 30Q: 3 clusters Score -3204184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3204219.000000 Penalty: 4924.280762
	Iteration 31Q: 3 clusters Score -3204219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3204244.000000 Penalty: 4924.280762
	Iteration 32Q: 3 clusters Score -3204244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3204275.500000 Penalty: 4924.280762
	Iteration 33Q: 3 clusters Score -3204276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3204315.000000 Penalty: 4924.280762
	Iteration 34Q: 3 clusters Score -3204315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3204333.500000 Penalty: 4924.280762
	Iteration 35Q: 3 clusters Score -3204334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3204353.750000 Penalty: 4924.280762
	Iteration 36Q: 3 clusters Score -3204354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3204363.250000 Penalty: 4924.280762
	Iteration 37Q: 3 clusters Score -3204363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3204379.500000 Penalty: 4924.280762
	Iteration 38Q: 3 clusters Score -3204380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3204408.250000 Penalty: 4924.280762
	Iteration 39Q: 3 clusters Score -3204408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3204413.500000 Penalty: 4924.280762
	Iteration 40F: 3 clusters Score -3204414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3204428.000000 Penalty: 4924.280762
	Iteration 41Q: 3 clusters Score -3204428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3204431.000000 Penalty: 4924.280762
	Iteration 42Q: 3 clusters Score -3204431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3204439.500000 Penalty: 4924.280762
	Iteration 43Q: 3 clusters Score -3204440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3204442.250000 Penalty: 4924.280762
	Iteration 44Q: 3 clusters Score -3204442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3204444.000000 Penalty: 4924.280762
	Iteration 45Q: 3 clusters Score -3204444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3204445.000000 Penalty: 4924.280762
	Iteration 46Q: 3 clusters Score -3204445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3204453.250000 Penalty: 4924.280762
	Iteration 47Q: 3 clusters Score -3204453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3204456.750000 Penalty: 4924.280762
	Iteration 48Q: 3 clusters Score -3204457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3204454.500000 Penalty: 4924.280762
	Iteration 49Q: 3 clusters Score -3204454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3204456.000000 Penalty: 4924.280762
	Iteration 50Q: 3 clusters Score -3204456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3204463.500000 Penalty: 4924.280762
	Iteration 51Q: 3 clusters Score -3204464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3204464.500000 Penalty: 4924.280762
	Iteration 52Q: 3 clusters Score -3204464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3204464.500000 Penalty: 4924.280762
	Iteration 53F: 3 clusters Score -3204464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -1360545.500000 Penalty: 2262.783936
	Iteration 0F: 2 clusters Score -1360546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1353329.375000 Penalty: 4525.567871
	Iteration 0F: 3 clusters Score -1353329 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1355479.375000 Penalty: 4525.567871
	Iteration 1F: 3 clusters Score -1355479 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1355962.375000 Penalty: 4525.567871
	Iteration 2F: 3 clusters Score -1355962 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1356487.750000 Penalty: 4525.567871
	Iteration 3F: 3 clusters Score -1356488 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1357025.000000 Penalty: 4525.567871
	Iteration 4F: 3 clusters Score -1357025 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1357548.750000 Penalty: 4525.567871
	Iteration 5F: 3 clusters Score -1357549 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1358008.750000 Penalty: 4525.567871
	Iteration 6F: 3 clusters Score -1358009 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1358311.625000 Penalty: 4525.567871
	Iteration 7Q: 3 clusters Score -1358312 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1358517.625000 Penalty: 4525.567871
	Iteration 8Q: 3 clusters Score -1358518 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1358633.500000 Penalty: 4525.567871
	Iteration 9Q: 3 clusters Score -1358634 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1358719.500000 Penalty: 4525.567871
	Iteration 10Q: 3 clusters Score -1358720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1358780.125000 Penalty: 4525.567871
	Iteration 11Q: 3 clusters Score -1358780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1358825.500000 Penalty: 4525.567871
	Iteration 12Q: 3 clusters Score -1358826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1358862.875000 Penalty: 4525.567871
	Iteration 13Q: 3 clusters Score -1358863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1358903.250000 Penalty: 4525.567871
	Iteration 14Q: 3 clusters Score -1358903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1358938.125000 Penalty: 4525.567871
	Iteration 15Q: 3 clusters Score -1358938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1358982.250000 Penalty: 4525.567871
	Iteration 16Q: 3 clusters Score -1358982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1359042.750000 Penalty: 4525.567871
	Iteration 17Q: 3 clusters Score -1359043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1359096.625000 Penalty: 4525.567871
	Iteration 18Q: 3 clusters Score -1359097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1359176.625000 Penalty: 4525.567871
	Iteration 19Q: 3 clusters Score -1359177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1359269.125000 Penalty: 4525.567871
	Iteration 20F: 3 clusters Score -1359269 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1359346.000000 Penalty: 4525.567871
	Iteration 21Q: 3 clusters Score -1359346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1359430.875000 Penalty: 4525.567871
	Iteration 22Q: 3 clusters Score -1359431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1359526.875000 Penalty: 4525.567871
	Iteration 23Q: 3 clusters Score -1359527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1359611.375000 Penalty: 4525.567871
	Iteration 24Q: 3 clusters Score -1359611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1359670.500000 Penalty: 4525.567871
	Iteration 25Q: 3 clusters Score -1359670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1359708.500000 Penalty: 4525.567871
	Iteration 26Q: 3 clusters Score -1359708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1359737.500000 Penalty: 4525.567871
	Iteration 27Q: 3 clusters Score -1359738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1359756.500000 Penalty: 4525.567871
	Iteration 28Q: 3 clusters Score -1359756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1359769.500000 Penalty: 4525.567871
	Iteration 29Q: 3 clusters Score -1359770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1359785.250000 Penalty: 4525.567871
	Iteration 30Q: 3 clusters Score -1359785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1359796.000000 Penalty: 4525.567871
	Iteration 31Q: 3 clusters Score -1359796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1359800.500000 Penalty: 4525.567871
	Iteration 32Q: 3 clusters Score -1359800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1359806.375000 Penalty: 4525.567871
	Iteration 33Q: 3 clusters Score -1359806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1359808.375000 Penalty: 4525.567871
	Iteration 34Q: 3 clusters Score -1359808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1359812.125000 Penalty: 4525.567871
	Iteration 35Q: 3 clusters Score -1359812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1359811.625000 Penalty: 4525.567871
	Iteration 36Q: 3 clusters Score -1359812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1359812.000000 Penalty: 4525.567871
	Iteration 37Q: 3 clusters Score -1359812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1359814.750000 Penalty: 4525.567871
	Iteration 38Q: 3 clusters Score -1359815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1359815.500000 Penalty: 4525.567871
	Iteration 39Q: 3 clusters Score -1359816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1359818.875000 Penalty: 4525.567871
	Iteration 40F: 3 clusters Score -1359819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1359817.750000 Penalty: 4525.567871
	Iteration 41Q: 3 clusters Score -1359818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1359817.750000 Penalty: 4525.567871
	Iteration 42F: 3 clusters Score -1359818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -927635.750000 Penalty: 2168.948975
	Iteration 0F: 2 clusters Score -927635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -922328.312500 Penalty: 4337.897949
	Iteration 0F: 3 clusters Score -922328.3 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -923707.687500 Penalty: 4337.897949
	Iteration 1F: 3 clusters Score -923707.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -924038.812500 Penalty: 4337.897949
	Iteration 2F: 3 clusters Score -924038.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -924246.687500 Penalty: 4337.897949
	Iteration 3F: 3 clusters Score -924246.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -924405.125000 Penalty: 4337.897949
	Iteration 4Q: 3 clusters Score -924405.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -924537.312500 Penalty: 4337.897949
	Iteration 5Q: 3 clusters Score -924537.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -924670.687500 Penalty: 4337.897949
	Iteration 6Q: 3 clusters Score -924670.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -924785.000000 Penalty: 4337.897949
	Iteration 7Q: 3 clusters Score -924785 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -924875.000000 Penalty: 4337.897949
	Iteration 8Q: 3 clusters Score -924875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -924967.437500 Penalty: 4337.897949
	Iteration 9Q: 3 clusters Score -924967.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -925052.187500 Penalty: 4337.897949
	Iteration 10Q: 3 clusters Score -925052.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -925132.437500 Penalty: 4337.897949
	Iteration 11Q: 3 clusters Score -925132.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -925207.937500 Penalty: 4337.897949
	Iteration 12Q: 3 clusters Score -925207.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -925286.000000 Penalty: 4337.897949
	Iteration 13Q: 3 clusters Score -925286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -925376.562500 Penalty: 4337.897949
	Iteration 14Q: 3 clusters Score -925376.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -925462.375000 Penalty: 4337.897949
	Iteration 15Q: 3 clusters Score -925462.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -925531.687500 Penalty: 4337.897949
	Iteration 16Q: 3 clusters Score -925531.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -925595.937500 Penalty: 4337.897949
	Iteration 17Q: 3 clusters Score -925595.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -925648.812500 Penalty: 4337.897949
	Iteration 18Q: 3 clusters Score -925648.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -925716.937500 Penalty: 4337.897949
	Iteration 19Q: 3 clusters Score -925716.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -925762.687500 Penalty: 4337.897949
	Iteration 20F: 3 clusters Score -925762.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -925802.625000 Penalty: 4337.897949
	Iteration 21Q: 3 clusters Score -925802.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -925833.000000 Penalty: 4337.897949
	Iteration 22Q: 3 clusters Score -925833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -925858.500000 Penalty: 4337.897949
	Iteration 23Q: 3 clusters Score -925858.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -925878.687500 Penalty: 4337.897949
	Iteration 24Q: 3 clusters Score -925878.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -925893.437500 Penalty: 4337.897949
	Iteration 25Q: 3 clusters Score -925893.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -925904.187500 Penalty: 4337.897949
	Iteration 26Q: 3 clusters Score -925904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -925912.562500 Penalty: 4337.897949
	Iteration 27Q: 3 clusters Score -925912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -925920.250000 Penalty: 4337.897949
	Iteration 28Q: 3 clusters Score -925920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -925930.000000 Penalty: 4337.897949
	Iteration 29Q: 3 clusters Score -925930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -925935.125000 Penalty: 4337.897949
	Iteration 30Q: 3 clusters Score -925935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -925936.375000 Penalty: 4337.897949
	Iteration 31Q: 3 clusters Score -925936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -925937.187500 Penalty: 4337.897949
	Iteration 32Q: 3 clusters Score -925937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -925938.312500 Penalty: 4337.897949
	Iteration 33Q: 3 clusters Score -925938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -925941.625000 Penalty: 4337.897949
	Iteration 34Q: 3 clusters Score -925941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -925946.000000 Penalty: 4337.897949
	Iteration 35Q: 3 clusters Score -925946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -925948.875000 Penalty: 4337.897949
	Iteration 36Q: 3 clusters Score -925948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -925952.937500 Penalty: 4337.897949
	Iteration 37Q: 3 clusters Score -925952.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -925960.000000 Penalty: 4337.897949
	Iteration 38Q: 3 clusters Score -925960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -925963.937500 Penalty: 4337.897949
	Iteration 39Q: 3 clusters Score -925963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -925967.625000 Penalty: 4337.897949
	Iteration 40F: 3 clusters Score -925967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -925973.875000 Penalty: 4337.897949
	Iteration 41Q: 3 clusters Score -925973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -925975.312500 Penalty: 4337.897949
	Iteration 42Q: 3 clusters Score -925975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -925980.437500 Penalty: 4337.897949
	Iteration 43Q: 3 clusters Score -925980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -925981.437500 Penalty: 4337.897949
	Iteration 44Q: 3 clusters Score -925981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -925984.812500 Penalty: 4337.897949
	Iteration 45Q: 3 clusters Score -925984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -925984.875000 Penalty: 4337.897949
	Iteration 46Q: 3 clusters Score -925984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -925984.812500 Penalty: 4337.897949
	Iteration 47Q: 3 clusters Score -925984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -925986.562500 Penalty: 4337.897949
	Iteration 48Q: 3 clusters Score -925986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -925990.375000 Penalty: 4337.897949
	Iteration 49Q: 3 clusters Score -925990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -925993.062500 Penalty: 4337.897949
	Iteration 50Q: 3 clusters Score -925993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -925994.937500 Penalty: 4337.897949
	Iteration 51Q: 3 clusters Score -925994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -926000.250000 Penalty: 4337.897949
	Iteration 52Q: 3 clusters Score -926000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -925999.437500 Penalty: 4337.897949
	Iteration 53Q: 3 clusters Score -925999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -926001.125000 Penalty: 4337.897949
	Iteration 54Q: 3 clusters Score -926001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -926001.875000 Penalty: 4337.897949
	Iteration 55Q: 3 clusters Score -926001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -926002.375000 Penalty: 4337.897949
	Iteration 56Q: 3 clusters Score -926002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -926002.375000 Penalty: 4337.897949
	Iteration 57F: 3 clusters Score -926002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -987107.937500 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -987107.9 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 3295 members 
Entering Unmasked Estep 
Score: -981632.562500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -981632.6 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -983135.500000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -983135.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -983405.187500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -983405.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -983606.312500 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -983606.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -983753.062500 Penalty: 4360.803223
	Iteration 4Q: 3 clusters Score -983753.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -983888.375000 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -983888.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -984018.625000 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -984018.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -984126.625000 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -984126.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -984231.187500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -984231.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -984324.250000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -984324.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -984411.562500 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -984411.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -984509.000000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -984509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -984586.875000 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -984586.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -984652.875000 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -984652.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -984701.437500 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -984701.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -984742.812500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -984742.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -984775.750000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -984775.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -984821.125000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -984821.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -984859.375000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -984859.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -984902.125000 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -984902.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -984932.812500 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -984932.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -984958.875000 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -984958.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -984971.375000 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -984971.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -984988.250000 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -984988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -984996.375000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -984996.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -985008.187500 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -985008.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -985018.000000 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -985018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -985028.875000 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -985028.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -985035.687500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -985035.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -985041.812500 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -985041.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -985042.562500 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -985042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -985048.375000 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -985048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -985049.500000 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -985049.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -985055.875000 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -985055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -985054.687500 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -985054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -985056.312500 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -985056.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -985059.250000 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -985059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -985066.125000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -985066.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -985067.875000 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -985067.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -985071.875000 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -985071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -985075.187500 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -985075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -985077.437500 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -985077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -985080.562500 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -985080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -985084.562500 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -985084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -985086.437500 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -985086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -985089.937500 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -985089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -985092.312500 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -985092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -985094.375000 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -985094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -985093.875000 Penalty: 4360.803223
	Iteration 48Q: 3 clusters Score -985093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -985095.250000 Penalty: 4360.803223
	Iteration 49Q: 3 clusters Score -985095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -985095.437500 Penalty: 4360.803223
	Iteration 50Q: 3 clusters Score -985095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -985096.187500 Penalty: 4360.803223
	Iteration 51Q: 3 clusters Score -985096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -985096.750000 Penalty: 4360.803223
	Iteration 52Q: 3 clusters Score -985096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -985098.250000 Penalty: 4360.803223
	Iteration 53Q: 3 clusters Score -985098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -985098.250000 Penalty: 4360.803223
	Iteration 54F: 3 clusters Score -985098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Entering Unmasked Estep 
Score: -5144720.500000 Penalty: 2593.848389
	Iteration 0F: 2 clusters Score -5144720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -5121018.000000 Penalty: 5187.696777
	Iteration 0F: 3 clusters Score -5121018 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5130351.000000 Penalty: 5187.696777
	Iteration 1F: 3 clusters Score -5130351 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5132100.000000 Penalty: 5187.696777
	Iteration 2F: 3 clusters Score -5132100 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5134158.000000 Penalty: 5187.696777
	Iteration 3F: 3 clusters Score -5134158 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5136064.000000 Penalty: 5187.696777
	Iteration 4F: 3 clusters Score -5136064 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5137495.500000 Penalty: 5187.696777
	Iteration 5F: 3 clusters Score -5137496 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5138510.500000 Penalty: 5187.696777
	Iteration 6F: 3 clusters Score -5138510 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5139333.500000 Penalty: 5187.696777
	Iteration 7Q: 3 clusters Score -5139334 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5140068.500000 Penalty: 5187.696777
	Iteration 8Q: 3 clusters Score -5140068 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5140636.500000 Penalty: 5187.696777
	Iteration 9Q: 3 clusters Score -5140636 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5141127.500000 Penalty: 5187.696777
	Iteration 10Q: 3 clusters Score -5141128 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5141491.000000 Penalty: 5187.696777
	Iteration 11Q: 3 clusters Score -5141491 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5141780.000000 Penalty: 5187.696777
	Iteration 12Q: 3 clusters Score -5141780 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -5141943.500000 Penalty: 5187.696777
	Iteration 13Q: 3 clusters Score -5141944 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5142120.500000 Penalty: 5187.696777
	Iteration 14Q: 3 clusters Score -5142120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5142173.500000 Penalty: 5187.696777
	Iteration 15Q: 3 clusters Score -5142174 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5142249.000000 Penalty: 5187.696777
	Iteration 16Q: 3 clusters Score -5142249 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5142305.000000 Penalty: 5187.696777
	Iteration 17Q: 3 clusters Score -5142305 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5142341.500000 Penalty: 5187.696777
	Iteration 18Q: 3 clusters Score -5142342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5142387.500000 Penalty: 5187.696777
	Iteration 19Q: 3 clusters Score -5142388 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5142440.000000 Penalty: 5187.696777
	Iteration 20F: 3 clusters Score -5142440 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5142490.500000 Penalty: 5187.696777
	Iteration 21Q: 3 clusters Score -5142490 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5142543.000000 Penalty: 5187.696777
	Iteration 22Q: 3 clusters Score -5142543 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -5142572.500000 Penalty: 5187.696777
	Iteration 23Q: 3 clusters Score -5142572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5142591.500000 Penalty: 5187.696777
	Iteration 24Q: 3 clusters Score -5142592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5142627.500000 Penalty: 5187.696777
	Iteration 25Q: 3 clusters Score -5142628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -5142663.000000 Penalty: 5187.696777
	Iteration 26Q: 3 clusters Score -5142663 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5142714.500000 Penalty: 5187.696777
	Iteration 27Q: 3 clusters Score -5142714 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5142775.500000 Penalty: 5187.696777
	Iteration 28Q: 3 clusters Score -5142776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5142813.000000 Penalty: 5187.696777
	Iteration 29Q: 3 clusters Score -5142813 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5142843.500000 Penalty: 5187.696777
	Iteration 30Q: 3 clusters Score -5142844 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5142917.000000 Penalty: 5187.696777
	Iteration 31Q: 3 clusters Score -5142917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5142981.500000 Penalty: 5187.696777
	Iteration 32Q: 3 clusters Score -5142982 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5143007.500000 Penalty: 5187.696777
	Iteration 33Q: 3 clusters Score -5143008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5143060.500000 Penalty: 5187.696777
	Iteration 34Q: 3 clusters Score -5143060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5143103.500000 Penalty: 5187.696777
	Iteration 35Q: 3 clusters Score -5143104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5143120.500000 Penalty: 5187.696777
	Iteration 36Q: 3 clusters Score -5143120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5143166.000000 Penalty: 5187.696777
	Iteration 37Q: 3 clusters Score -5143166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -5143201.000000 Penalty: 5187.696777
	Iteration 38Q: 3 clusters Score -5143201 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5143249.500000 Penalty: 5187.696777
	Iteration 39Q: 3 clusters Score -5143250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5143285.500000 Penalty: 5187.696777
	Iteration 40F: 3 clusters Score -5143286 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5143321.000000 Penalty: 5187.696777
	Iteration 41Q: 3 clusters Score -5143321 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -5143397.500000 Penalty: 5187.696777
	Iteration 42Q: 3 clusters Score -5143398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5143450.500000 Penalty: 5187.696777
	Iteration 43Q: 3 clusters Score -5143450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5143506.500000 Penalty: 5187.696777
	Iteration 44Q: 3 clusters Score -5143506 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5143569.500000 Penalty: 5187.696777
	Iteration 45Q: 3 clusters Score -5143570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5143638.000000 Penalty: 5187.696777
	Iteration 46Q: 3 clusters Score -5143638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -5143673.500000 Penalty: 5187.696777
	Iteration 47Q: 3 clusters Score -5143674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -5143727.000000 Penalty: 5187.696777
	Iteration 48Q: 3 clusters Score -5143727 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5143733.500000 Penalty: 5187.696777
	Iteration 49Q: 3 clusters Score -5143734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5143770.500000 Penalty: 5187.696777
	Iteration 50Q: 3 clusters Score -5143770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5143779.000000 Penalty: 5187.696777
	Iteration 51Q: 3 clusters Score -5143779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -5143792.000000 Penalty: 5187.696777
	Iteration 52Q: 3 clusters Score -5143792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5143816.500000 Penalty: 5187.696777
	Iteration 53Q: 3 clusters Score -5143816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5143833.500000 Penalty: 5187.696777
	Iteration 54Q: 3 clusters Score -5143834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -5143825.500000 Penalty: 5187.696777
	Iteration 55Q: 3 clusters Score -5143826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -5143829.000000 Penalty: 5187.696777
	Iteration 56Q: 3 clusters Score -5143829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -5143839.000000 Penalty: 5187.696777
	Iteration 57Q: 3 clusters Score -5143839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -5143847.500000 Penalty: 5187.696777
	Iteration 58Q: 3 clusters Score -5143848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -5143861.500000 Penalty: 5187.696777
	Iteration 59Q: 3 clusters Score -5143862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5143863.500000 Penalty: 5187.696777
	Iteration 60F: 3 clusters Score -5143864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5143868.000000 Penalty: 5187.696777
	Iteration 61Q: 3 clusters Score -5143868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5143875.000000 Penalty: 5187.696777
	Iteration 62Q: 3 clusters Score -5143875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -5143879.500000 Penalty: 5187.696777
	Iteration 63Q: 3 clusters Score -5143880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -5143875.500000 Penalty: 5187.696777
	Iteration 64Q: 3 clusters Score -5143876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5143878.500000 Penalty: 5187.696777
	Iteration 65Q: 3 clusters Score -5143878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -5143892.000000 Penalty: 5187.696777
	Iteration 66Q: 3 clusters Score -5143892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5143893.000000 Penalty: 5187.696777
	Iteration 67Q: 3 clusters Score -5143893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5143887.500000 Penalty: 5187.696777
	Iteration 68Q: 3 clusters Score -5143888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -5143892.500000 Penalty: 5187.696777
	Iteration 69Q: 3 clusters Score -5143892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5143884.000000 Penalty: 5187.696777
	Iteration 70Q: 3 clusters Score -5143884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -5143886.500000 Penalty: 5187.696777
	Iteration 71Q: 3 clusters Score -5143886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5143879.000000 Penalty: 5187.696777
	Iteration 72Q: 3 clusters Score -5143879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5143879.000000 Penalty: 5187.696777
	Iteration 73F: 3 clusters Score -5143879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34522.851562 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34522.85 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 124 members 
Entering Unmasked Estep 
Score: -33328.355469 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33328.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33423.949219 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33423.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33446.546875 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33446.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33465.906250 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33465.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33493.074219 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33493.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33509.976562 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -33509.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33512.441406 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -33512.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33515.867188 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -33515.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33515.867188 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -33515.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Entering Unmasked Estep 
Score: -7872593.000000 Penalty: 2685.497559
	Iteration 0F: 2 clusters Score -7872593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -7838583.000000 Penalty: 5370.995117
	Iteration 0F: 3 clusters Score -7838583 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -7851422.500000 Penalty: 5370.995117
	Iteration 1F: 3 clusters Score -7851422 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -7852093.000000 Penalty: 5370.995117
	Iteration 2Q: 3 clusters Score -7852093 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -7852798.000000 Penalty: 5370.995117
	Iteration 3Q: 3 clusters Score -7852798 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -7853432.500000 Penalty: 5370.995117
	Iteration 4Q: 3 clusters Score -7853432 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7854120.000000 Penalty: 5370.995117
	Iteration 5Q: 3 clusters Score -7854120 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7854900.000000 Penalty: 5370.995117
	Iteration 6Q: 3 clusters Score -7854900 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -7855838.000000 Penalty: 5370.995117
	Iteration 7Q: 3 clusters Score -7855838 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -7857125.000000 Penalty: 5370.995117
	Iteration 8F: 3 clusters Score -7857125 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -7858569.500000 Penalty: 5370.995117
	Iteration 9F: 3 clusters Score -7858570 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -7860174.000000 Penalty: 5370.995117
	Iteration 10F: 3 clusters Score -7860174 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7861830.500000 Penalty: 5370.995117
	Iteration 11F: 3 clusters Score -7861830 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7863633.500000 Penalty: 5370.995117
	Iteration 12F: 3 clusters Score -7863634 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -7865488.000000 Penalty: 5370.995117
	Iteration 13Q: 3 clusters Score -7865488 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -7867235.500000 Penalty: 5370.995117
	Iteration 14Q: 3 clusters Score -7867236 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -7868497.500000 Penalty: 5370.995117
	Iteration 15Q: 3 clusters Score -7868498 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -7869230.500000 Penalty: 5370.995117
	Iteration 16Q: 3 clusters Score -7869230 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -7869692.500000 Penalty: 5370.995117
	Iteration 17Q: 3 clusters Score -7869692 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -7869929.500000 Penalty: 5370.995117
	Iteration 18Q: 3 clusters Score -7869930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -7870072.500000 Penalty: 5370.995117
	Iteration 19Q: 3 clusters Score -7870072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -7870120.500000 Penalty: 5370.995117
	Iteration 20F: 3 clusters Score -7870120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -7870156.500000 Penalty: 5370.995117
	Iteration 21Q: 3 clusters Score -7870156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -7870200.500000 Penalty: 5370.995117
	Iteration 22Q: 3 clusters Score -7870200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -7870206.500000 Penalty: 5370.995117
	Iteration 23Q: 3 clusters Score -7870206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -7870226.000000 Penalty: 5370.995117
	Iteration 24Q: 3 clusters Score -7870226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -7870239.500000 Penalty: 5370.995117
	Iteration 25Q: 3 clusters Score -7870240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -7870251.500000 Penalty: 5370.995117
	Iteration 26Q: 3 clusters Score -7870252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -7870266.000000 Penalty: 5370.995117
	Iteration 27Q: 3 clusters Score -7870266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -7870272.500000 Penalty: 5370.995117
	Iteration 28Q: 3 clusters Score -7870272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7870274.500000 Penalty: 5370.995117
	Iteration 29Q: 3 clusters Score -7870274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -7870284.000000 Penalty: 5370.995117
	Iteration 30Q: 3 clusters Score -7870284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7870285.000000 Penalty: 5370.995117
	Iteration 31Q: 3 clusters Score -7870285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -7870293.500000 Penalty: 5370.995117
	Iteration 32Q: 3 clusters Score -7870294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -7870293.000000 Penalty: 5370.995117
	Iteration 33Q: 3 clusters Score -7870293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -7870295.500000 Penalty: 5370.995117
	Iteration 34Q: 3 clusters Score -7870296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -7870306.000000 Penalty: 5370.995117
	Iteration 35Q: 3 clusters Score -7870306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -7870307.500000 Penalty: 5370.995117
	Iteration 36Q: 3 clusters Score -7870308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -7870305.500000 Penalty: 5370.995117
	Iteration 37Q: 3 clusters Score -7870306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -7870305.000000 Penalty: 5370.995117
	Iteration 38Q: 3 clusters Score -7870305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -7870305.000000 Penalty: 5370.995117
	Iteration 39F: 3 clusters Score -7870305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -984035.000000 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -984035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -978593.375000 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -978593.4 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -980027.750000 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -980027.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -980335.687500 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -980335.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -980602.000000 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -980602 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -980846.500000 Penalty: 4357.854980
	Iteration 4F: 3 clusters Score -980846.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -981080.000000 Penalty: 4357.854980
	Iteration 5Q: 3 clusters Score -981080 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -981283.437500 Penalty: 4357.854980
	Iteration 6Q: 3 clusters Score -981283.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -981455.687500 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -981455.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -981619.812500 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -981619.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -981770.312500 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -981770.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -981893.000000 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -981893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -982014.250000 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -982014.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -982107.437500 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -982107.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -982169.875000 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -982169.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -982234.187500 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -982234.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -982289.875000 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -982289.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -982327.937500 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -982327.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -982369.500000 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -982369.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -982402.812500 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -982402.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -982423.562500 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -982423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -982439.750000 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -982439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -982446.062500 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -982446.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -982455.187500 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -982455.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -982468.437500 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -982468.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -982475.500000 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -982475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -982479.625000 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -982479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -982482.062500 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -982482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -982486.375000 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -982486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -982488.125000 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -982488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -982491.250000 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -982491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -982489.812500 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -982489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -982489.937500 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -982489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -982490.687500 Penalty: 4357.854980
	Iteration 32Q: 3 clusters Score -982490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -982491.062500 Penalty: 4357.854980
	Iteration 33Q: 3 clusters Score -982491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -982491.062500 Penalty: 4357.854980
	Iteration 34F: 3 clusters Score -982491.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -31254.640625 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -31254.64 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 100 members 
Entering Unmasked Estep 
Score: -30073.218750 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -30073.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30128.710938 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -30128.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30136.205078 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -30136.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30168.042969 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -30168.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30196.304688 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -30196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30203.732422 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -30203.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30203.732422 Penalty: 2695.126221
	Iteration 6F: 3 clusters Score -30203.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -190744.562500 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -190744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188628.687500 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -188628.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188965.296875 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -188965.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -189124.218750 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -189124.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -189262.328125 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -189262.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -189338.484375 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -189338.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -189389.531250 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -189389.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -189433.015625 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -189433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -189478.984375 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -189479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -189515.062500 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -189515.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -189530.828125 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -189530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -189552.406250 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -189552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -189565.921875 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -189565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -189580.062500 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -189580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -189587.250000 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -189587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189592.484375 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -189592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189596.984375 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -189597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -189599.265625 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -189599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -189603.359375 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -189603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189604.156250 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -189604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189604.156250 Penalty: 3544.408447
	Iteration 19F: 3 clusters Score -189604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1441175.375000 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -1441175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1433794.625000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -1433795 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1435908.625000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -1435909 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1436221.750000 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -1436222 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1436449.250000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -1436449 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1436641.000000 Penalty: 4545.750488
	Iteration 4Q: 3 clusters Score -1436641 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1436802.250000 Penalty: 4545.750488
	Iteration 5Q: 3 clusters Score -1436802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1436962.875000 Penalty: 4545.750488
	Iteration 6Q: 3 clusters Score -1436963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1437115.875000 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -1437116 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1437289.625000 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -1437290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1437491.250000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -1437491 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1437687.375000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -1437687 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1437885.625000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -1437886 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1438046.875000 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -1438047 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1438189.375000 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -1438189 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1438359.875000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -1438360 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1438498.375000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -1438498 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1438603.625000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -1438604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1438683.375000 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -1438683 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1438748.125000 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -1438748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1438794.500000 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -1438794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1438823.250000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -1438823 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1438851.000000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -1438851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1438879.250000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -1438879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1438910.375000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -1438910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1438926.625000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -1438927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1438944.250000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -1438944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1438950.625000 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -1438951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1438971.750000 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -1438972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1438992.750000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -1438993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1439009.250000 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -1439009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1439029.000000 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -1439029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1439050.125000 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -1439050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1439074.750000 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -1439075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1439095.750000 Penalty: 4545.750488
	Iteration 33Q: 3 clusters Score -1439096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1439118.250000 Penalty: 4545.750488
	Iteration 34Q: 3 clusters Score -1439118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1439138.750000 Penalty: 4545.750488
	Iteration 35Q: 3 clusters Score -1439139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1439146.250000 Penalty: 4545.750488
	Iteration 36Q: 3 clusters Score -1439146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1439151.250000 Penalty: 4545.750488
	Iteration 37Q: 3 clusters Score -1439151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1439153.375000 Penalty: 4545.750488
	Iteration 38Q: 3 clusters Score -1439153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1439160.000000 Penalty: 4545.750488
	Iteration 39Q: 3 clusters Score -1439160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1439166.000000 Penalty: 4545.750488
	Iteration 40F: 3 clusters Score -1439166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1439167.500000 Penalty: 4545.750488
	Iteration 41Q: 3 clusters Score -1439168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1439173.500000 Penalty: 4545.750488
	Iteration 42Q: 3 clusters Score -1439174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1439178.375000 Penalty: 4545.750488
	Iteration 43Q: 3 clusters Score -1439178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1439180.625000 Penalty: 4545.750488
	Iteration 44Q: 3 clusters Score -1439181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1439184.500000 Penalty: 4545.750488
	Iteration 45Q: 3 clusters Score -1439184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1439186.875000 Penalty: 4545.750488
	Iteration 46Q: 3 clusters Score -1439187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1439191.250000 Penalty: 4545.750488
	Iteration 47Q: 3 clusters Score -1439191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1439193.000000 Penalty: 4545.750488
	Iteration 48Q: 3 clusters Score -1439193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1439194.875000 Penalty: 4545.750488
	Iteration 49Q: 3 clusters Score -1439195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1439197.375000 Penalty: 4545.750488
	Iteration 50Q: 3 clusters Score -1439197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1439196.500000 Penalty: 4545.750488
	Iteration 51Q: 3 clusters Score -1439196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1439199.625000 Penalty: 4545.750488
	Iteration 52Q: 3 clusters Score -1439200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1439201.875000 Penalty: 4545.750488
	Iteration 53Q: 3 clusters Score -1439202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1439204.000000 Penalty: 4545.750488
	Iteration 54Q: 3 clusters Score -1439204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1439204.500000 Penalty: 4545.750488
	Iteration 55Q: 3 clusters Score -1439204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1439205.750000 Penalty: 4545.750488
	Iteration 56Q: 3 clusters Score -1439206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1439205.875000 Penalty: 4545.750488
	Iteration 57Q: 3 clusters Score -1439206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1439203.000000 Penalty: 4545.750488
	Iteration 58Q: 3 clusters Score -1439203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1439206.375000 Penalty: 4545.750488
	Iteration 59Q: 3 clusters Score -1439206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1439205.250000 Penalty: 4545.750488
	Iteration 60F: 3 clusters Score -1439205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1439204.500000 Penalty: 4545.750488
	Iteration 61Q: 3 clusters Score -1439204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1439207.500000 Penalty: 4545.750488
	Iteration 62Q: 3 clusters Score -1439208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1439206.625000 Penalty: 4545.750488
	Iteration 63Q: 3 clusters Score -1439207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1439207.000000 Penalty: 4545.750488
	Iteration 64Q: 3 clusters Score -1439207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1439213.125000 Penalty: 4545.750488
	Iteration 65Q: 3 clusters Score -1439213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1439213.000000 Penalty: 4545.750488
	Iteration 66Q: 3 clusters Score -1439213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1439212.750000 Penalty: 4545.750488
	Iteration 67Q: 3 clusters Score -1439213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1439212.750000 Penalty: 4545.750488
	Iteration 68F: 3 clusters Score -1439213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -101910.140625 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101910.1 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 368 members 
Entering Unmasked Estep 
Score: -100194.851562 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -100194.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100461.257812 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100461.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100547.531250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100547.5 nChanged 25
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: -100607.757812 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100607.8 nChanged 22
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: -100658.421875 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100704.117188 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100753.695312 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100753.7 nChanged 11
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: -100810.476562 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100810.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100843.273438 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100883.085938 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100883.1 nChanged 13
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: -100919.359375 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100919.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100934.625000 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100940.445312 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100947.976562 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100954.007812 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -100954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100960.234375 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -100960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100963.945312 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -100963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100965.070312 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -100965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100965.851562 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -100965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100965.851562 Penalty: 3281.568359
	Iteration 19F: 3 clusters Score -100965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Entering Unmasked Estep 
Score: -4634776.000000 Penalty: 2554.761719
	Iteration 0F: 2 clusters Score -4634776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4614352.500000 Penalty: 5109.523438
	Iteration 0F: 3 clusters Score -4614352 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4621605.000000 Penalty: 5109.523438
	Iteration 1F: 3 clusters Score -4621605 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4622150.500000 Penalty: 5109.523438
	Iteration 2F: 3 clusters Score -4622150 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4622738.500000 Penalty: 5109.523438
	Iteration 3Q: 3 clusters Score -4622738 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -4623407.500000 Penalty: 5109.523438
	Iteration 4Q: 3 clusters Score -4623408 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4624357.000000 Penalty: 5109.523438
	Iteration 5F: 3 clusters Score -4624357 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4625623.000000 Penalty: 5109.523438
	Iteration 6F: 3 clusters Score -4625623 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4626913.500000 Penalty: 5109.523438
	Iteration 7F: 3 clusters Score -4626914 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4628079.000000 Penalty: 5109.523438
	Iteration 8F: 3 clusters Score -4628079 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -4628883.000000 Penalty: 5109.523438
	Iteration 9F: 3 clusters Score -4628883 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4629580.000000 Penalty: 5109.523438
	Iteration 10Q: 3 clusters Score -4629580 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4630126.500000 Penalty: 5109.523438
	Iteration 11Q: 3 clusters Score -4630126 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4630619.000000 Penalty: 5109.523438
	Iteration 12Q: 3 clusters Score -4630619 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4630981.000000 Penalty: 5109.523438
	Iteration 13Q: 3 clusters Score -4630981 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4631335.500000 Penalty: 5109.523438
	Iteration 14Q: 3 clusters Score -4631336 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4631714.500000 Penalty: 5109.523438
	Iteration 15Q: 3 clusters Score -4631714 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4632006.000000 Penalty: 5109.523438
	Iteration 16Q: 3 clusters Score -4632006 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4632302.000000 Penalty: 5109.523438
	Iteration 17Q: 3 clusters Score -4632302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4632490.500000 Penalty: 5109.523438
	Iteration 18Q: 3 clusters Score -4632490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4632656.500000 Penalty: 5109.523438
	Iteration 19Q: 3 clusters Score -4632656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4632767.000000 Penalty: 5109.523438
	Iteration 20F: 3 clusters Score -4632767 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4632816.000000 Penalty: 5109.523438
	Iteration 21Q: 3 clusters Score -4632816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4632855.500000 Penalty: 5109.523438
	Iteration 22Q: 3 clusters Score -4632856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4632880.000000 Penalty: 5109.523438
	Iteration 23Q: 3 clusters Score -4632880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4632899.000000 Penalty: 5109.523438
	Iteration 24Q: 3 clusters Score -4632899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4632916.500000 Penalty: 5109.523438
	Iteration 25Q: 3 clusters Score -4632916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4632932.500000 Penalty: 5109.523438
	Iteration 26Q: 3 clusters Score -4632932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4632934.000000 Penalty: 5109.523438
	Iteration 27Q: 3 clusters Score -4632934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4632943.500000 Penalty: 5109.523438
	Iteration 28Q: 3 clusters Score -4632944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4632960.500000 Penalty: 5109.523438
	Iteration 29Q: 3 clusters Score -4632960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4632967.500000 Penalty: 5109.523438
	Iteration 30Q: 3 clusters Score -4632968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4632979.000000 Penalty: 5109.523438
	Iteration 31Q: 3 clusters Score -4632979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4632989.000000 Penalty: 5109.523438
	Iteration 32Q: 3 clusters Score -4632989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4633004.500000 Penalty: 5109.523438
	Iteration 33Q: 3 clusters Score -4633004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4633009.000000 Penalty: 5109.523438
	Iteration 34Q: 3 clusters Score -4633009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4633008.000000 Penalty: 5109.523438
	Iteration 35Q: 3 clusters Score -4633008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4633011.000000 Penalty: 5109.523438
	Iteration 36Q: 3 clusters Score -4633011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4633014.000000 Penalty: 5109.523438
	Iteration 37Q: 3 clusters Score -4633014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4633014.500000 Penalty: 5109.523438
	Iteration 38Q: 3 clusters Score -4633014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4633013.000000 Penalty: 5109.523438
	Iteration 39Q: 3 clusters Score -4633013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4633020.000000 Penalty: 5109.523438
	Iteration 40F: 3 clusters Score -4633020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4633015.500000 Penalty: 5109.523438
	Iteration 41Q: 3 clusters Score -4633016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4633021.500000 Penalty: 5109.523438
	Iteration 42Q: 3 clusters Score -4633022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4633021.000000 Penalty: 5109.523438
	Iteration 43Q: 3 clusters Score -4633021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4633018.000000 Penalty: 5109.523438
	Iteration 44Q: 3 clusters Score -4633018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4633022.000000 Penalty: 5109.523438
	Iteration 45Q: 3 clusters Score -4633022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4633021.500000 Penalty: 5109.523438
	Iteration 46Q: 3 clusters Score -4633022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4633022.500000 Penalty: 5109.523438
	Iteration 47Q: 3 clusters Score -4633022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4633021.000000 Penalty: 5109.523438
	Iteration 48Q: 3 clusters Score -4633021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4633021.500000 Penalty: 5109.523438
	Iteration 49Q: 3 clusters Score -4633022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4633026.500000 Penalty: 5109.523438
	Iteration 50Q: 3 clusters Score -4633026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4633027.000000 Penalty: 5109.523438
	Iteration 51Q: 3 clusters Score -4633027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4633031.000000 Penalty: 5109.523438
	Iteration 52Q: 3 clusters Score -4633031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4633029.500000 Penalty: 5109.523438
	Iteration 53Q: 3 clusters Score -4633030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4633035.500000 Penalty: 5109.523438
	Iteration 54Q: 3 clusters Score -4633036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4633035.000000 Penalty: 5109.523438
	Iteration 55Q: 3 clusters Score -4633035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4633035.000000 Penalty: 5109.523438
	Iteration 56F: 3 clusters Score -4633035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -61226.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -61226.54 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 195 members 
Entering Unmasked Estep 
Score: -59836.074219 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -59836.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59970.335938 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -59970.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59998.156250 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -59998.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60009.542969 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -60009.54 nChanged 4
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: -60019.800781 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -60019.8 nChanged 3
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: -60026.546875 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -60026.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60028.687500 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -60028.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60034.609375 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -60034.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60040.433594 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -60040.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60043.093750 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -60043.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60043.093750 Penalty: 2991.219971
	Iteration 10F: 3 clusters Score -60043.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Entering Unmasked Estep 
Score: -2065983.000000 Penalty: 2363.591553
	Iteration 0F: 2 clusters Score -2065983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2055855.125000 Penalty: 4727.183105
	Iteration 0F: 3 clusters Score -2055855 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2059174.625000 Penalty: 4727.183105
	Iteration 1F: 3 clusters Score -2059175 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2059682.250000 Penalty: 4727.183105
	Iteration 2F: 3 clusters Score -2059682 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2060251.875000 Penalty: 4727.183105
	Iteration 3F: 3 clusters Score -2060252 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2060846.625000 Penalty: 4727.183105
	Iteration 4F: 3 clusters Score -2060847 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2061473.875000 Penalty: 4727.183105
	Iteration 5F: 3 clusters Score -2061474 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2062176.750000 Penalty: 4727.183105
	Iteration 6F: 3 clusters Score -2062177 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2062895.625000 Penalty: 4727.183105
	Iteration 7F: 3 clusters Score -2062896 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2063481.875000 Penalty: 4727.183105
	Iteration 8F: 3 clusters Score -2063482 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2063872.375000 Penalty: 4727.183105
	Iteration 9Q: 3 clusters Score -2063872 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2064145.250000 Penalty: 4727.183105
	Iteration 10Q: 3 clusters Score -2064145 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2064367.000000 Penalty: 4727.183105
	Iteration 11Q: 3 clusters Score -2064367 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2064588.625000 Penalty: 4727.183105
	Iteration 12Q: 3 clusters Score -2064589 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2064798.375000 Penalty: 4727.183105
	Iteration 13Q: 3 clusters Score -2064798 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2064947.000000 Penalty: 4727.183105
	Iteration 14Q: 3 clusters Score -2064947 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2065047.500000 Penalty: 4727.183105
	Iteration 15Q: 3 clusters Score -2065048 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2065092.500000 Penalty: 4727.183105
	Iteration 16Q: 3 clusters Score -2065092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2065114.750000 Penalty: 4727.183105
	Iteration 17Q: 3 clusters Score -2065115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2065130.250000 Penalty: 4727.183105
	Iteration 18Q: 3 clusters Score -2065130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2065136.125000 Penalty: 4727.183105
	Iteration 19Q: 3 clusters Score -2065136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2065144.000000 Penalty: 4727.183105
	Iteration 20F: 3 clusters Score -2065144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2065148.375000 Penalty: 4727.183105
	Iteration 21Q: 3 clusters Score -2065148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2065154.250000 Penalty: 4727.183105
	Iteration 22Q: 3 clusters Score -2065154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2065157.000000 Penalty: 4727.183105
	Iteration 23Q: 3 clusters Score -2065157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2065157.875000 Penalty: 4727.183105
	Iteration 24Q: 3 clusters Score -2065158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2065159.625000 Penalty: 4727.183105
	Iteration 25Q: 3 clusters Score -2065160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2065158.250000 Penalty: 4727.183105
	Iteration 26Q: 3 clusters Score -2065158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2065157.000000 Penalty: 4727.183105
	Iteration 27Q: 3 clusters Score -2065157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2065160.750000 Penalty: 4727.183105
	Iteration 28Q: 3 clusters Score -2065161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2065159.500000 Penalty: 4727.183105
	Iteration 29Q: 3 clusters Score -2065160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2065162.000000 Penalty: 4727.183105
	Iteration 30Q: 3 clusters Score -2065162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2065162.250000 Penalty: 4727.183105
	Iteration 31Q: 3 clusters Score -2065162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2065159.500000 Penalty: 4727.183105
	Iteration 32Q: 3 clusters Score -2065160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2065162.500000 Penalty: 4727.183105
	Iteration 33Q: 3 clusters Score -2065162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2065164.500000 Penalty: 4727.183105
	Iteration 34Q: 3 clusters Score -2065164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2065164.375000 Penalty: 4727.183105
	Iteration 35Q: 3 clusters Score -2065164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2065166.750000 Penalty: 4727.183105
	Iteration 36Q: 3 clusters Score -2065167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2065166.750000 Penalty: 4727.183105
	Iteration 37F: 3 clusters Score -2065167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Entering Unmasked Estep 
Score: -3181609.250000 Penalty: 2462.804932
	Iteration 0F: 2 clusters Score -3181609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3167171.250000 Penalty: 4925.609863
	Iteration 0F: 3 clusters Score -3167171 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3172119.250000 Penalty: 4925.609863
	Iteration 1F: 3 clusters Score -3172119 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3172569.000000 Penalty: 4925.609863
	Iteration 2F: 3 clusters Score -3172569 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3173064.000000 Penalty: 4925.609863
	Iteration 3F: 3 clusters Score -3173064 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3173509.250000 Penalty: 4925.609863
	Iteration 4Q: 3 clusters Score -3173509 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3174015.000000 Penalty: 4925.609863
	Iteration 5F: 3 clusters Score -3174015 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3174608.750000 Penalty: 4925.609863
	Iteration 6Q: 3 clusters Score -3174609 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3175295.000000 Penalty: 4925.609863
	Iteration 7F: 3 clusters Score -3175295 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3175949.750000 Penalty: 4925.609863
	Iteration 8F: 3 clusters Score -3175950 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3176562.750000 Penalty: 4925.609863
	Iteration 9Q: 3 clusters Score -3176563 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3177061.500000 Penalty: 4925.609863
	Iteration 10Q: 3 clusters Score -3177062 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3177460.500000 Penalty: 4925.609863
	Iteration 11Q: 3 clusters Score -3177460 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3177747.250000 Penalty: 4925.609863
	Iteration 12Q: 3 clusters Score -3177747 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3177973.500000 Penalty: 4925.609863
	Iteration 13Q: 3 clusters Score -3177974 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3178179.000000 Penalty: 4925.609863
	Iteration 14Q: 3 clusters Score -3178179 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3178323.500000 Penalty: 4925.609863
	Iteration 15Q: 3 clusters Score -3178324 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3178428.500000 Penalty: 4925.609863
	Iteration 16Q: 3 clusters Score -3178428 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3178566.000000 Penalty: 4925.609863
	Iteration 17Q: 3 clusters Score -3178566 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3178681.000000 Penalty: 4925.609863
	Iteration 18Q: 3 clusters Score -3178681 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3178819.500000 Penalty: 4925.609863
	Iteration 19Q: 3 clusters Score -3178820 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3178974.500000 Penalty: 4925.609863
	Iteration 20F: 3 clusters Score -3178974 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3179136.250000 Penalty: 4925.609863
	Iteration 21Q: 3 clusters Score -3179136 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3179294.500000 Penalty: 4925.609863
	Iteration 22Q: 3 clusters Score -3179294 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3179422.000000 Penalty: 4925.609863
	Iteration 23Q: 3 clusters Score -3179422 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3179546.500000 Penalty: 4925.609863
	Iteration 24Q: 3 clusters Score -3179546 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3179650.250000 Penalty: 4925.609863
	Iteration 25Q: 3 clusters Score -3179650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3179792.500000 Penalty: 4925.609863
	Iteration 26Q: 3 clusters Score -3179792 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3179882.250000 Penalty: 4925.609863
	Iteration 27Q: 3 clusters Score -3179882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3179952.000000 Penalty: 4925.609863
	Iteration 28Q: 3 clusters Score -3179952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3180002.250000 Penalty: 4925.609863
	Iteration 29Q: 3 clusters Score -3180002 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3180058.250000 Penalty: 4925.609863
	Iteration 30Q: 3 clusters Score -3180058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3180082.250000 Penalty: 4925.609863
	Iteration 31Q: 3 clusters Score -3180082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3180119.500000 Penalty: 4925.609863
	Iteration 32Q: 3 clusters Score -3180120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3180140.750000 Penalty: 4925.609863
	Iteration 33Q: 3 clusters Score -3180141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3180157.500000 Penalty: 4925.609863
	Iteration 34Q: 3 clusters Score -3180158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3180177.250000 Penalty: 4925.609863
	Iteration 35Q: 3 clusters Score -3180177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3180207.000000 Penalty: 4925.609863
	Iteration 36Q: 3 clusters Score -3180207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3180223.000000 Penalty: 4925.609863
	Iteration 37Q: 3 clusters Score -3180223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3180225.000000 Penalty: 4925.609863
	Iteration 38Q: 3 clusters Score -3180225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3180232.500000 Penalty: 4925.609863
	Iteration 39Q: 3 clusters Score -3180232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3180241.750000 Penalty: 4925.609863
	Iteration 40F: 3 clusters Score -3180242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3180247.750000 Penalty: 4925.609863
	Iteration 41Q: 3 clusters Score -3180248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3180251.750000 Penalty: 4925.609863
	Iteration 42Q: 3 clusters Score -3180252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3180256.250000 Penalty: 4925.609863
	Iteration 43Q: 3 clusters Score -3180256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3180255.750000 Penalty: 4925.609863
	Iteration 44Q: 3 clusters Score -3180256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3180261.250000 Penalty: 4925.609863
	Iteration 45Q: 3 clusters Score -3180261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3180272.500000 Penalty: 4925.609863
	Iteration 46Q: 3 clusters Score -3180272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3180274.500000 Penalty: 4925.609863
	Iteration 47Q: 3 clusters Score -3180274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3180277.000000 Penalty: 4925.609863
	Iteration 48Q: 3 clusters Score -3180277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3180274.250000 Penalty: 4925.609863
	Iteration 49Q: 3 clusters Score -3180274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3180275.250000 Penalty: 4925.609863
	Iteration 50Q: 3 clusters Score -3180275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3180283.250000 Penalty: 4925.609863
	Iteration 51Q: 3 clusters Score -3180283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3180283.000000 Penalty: 4925.609863
	Iteration 52Q: 3 clusters Score -3180283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3180282.500000 Penalty: 4925.609863
	Iteration 53Q: 3 clusters Score -3180282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3180285.500000 Penalty: 4925.609863
	Iteration 54Q: 3 clusters Score -3180286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3180285.250000 Penalty: 4925.609863
	Iteration 55Q: 3 clusters Score -3180285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3180282.750000 Penalty: 4925.609863
	Iteration 56Q: 3 clusters Score -3180283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3180285.250000 Penalty: 4925.609863
	Iteration 57Q: 3 clusters Score -3180285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3180287.750000 Penalty: 4925.609863
	Iteration 58Q: 3 clusters Score -3180288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3180293.500000 Penalty: 4925.609863
	Iteration 59Q: 3 clusters Score -3180294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3180296.250000 Penalty: 4925.609863
	Iteration 60F: 3 clusters Score -3180296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3180298.500000 Penalty: 4925.609863
	Iteration 61Q: 3 clusters Score -3180298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3180307.000000 Penalty: 4925.609863
	Iteration 62Q: 3 clusters Score -3180307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3180304.000000 Penalty: 4925.609863
	Iteration 63Q: 3 clusters Score -3180304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3180306.750000 Penalty: 4925.609863
	Iteration 64Q: 3 clusters Score -3180307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3180302.250000 Penalty: 4925.609863
	Iteration 65Q: 3 clusters Score -3180302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3180306.500000 Penalty: 4925.609863
	Iteration 66Q: 3 clusters Score -3180306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3180307.250000 Penalty: 4925.609863
	Iteration 67Q: 3 clusters Score -3180307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3180308.750000 Penalty: 4925.609863
	Iteration 68Q: 3 clusters Score -3180309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3180307.750000 Penalty: 4925.609863
	Iteration 69Q: 3 clusters Score -3180308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3180308.250000 Penalty: 4925.609863
	Iteration 70Q: 3 clusters Score -3180308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3180312.750000 Penalty: 4925.609863
	Iteration 71Q: 3 clusters Score -3180313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3180313.750000 Penalty: 4925.609863
	Iteration 72Q: 3 clusters Score -3180314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3180318.250000 Penalty: 4925.609863
	Iteration 73Q: 3 clusters Score -3180318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3180312.250000 Penalty: 4925.609863
	Iteration 74Q: 3 clusters Score -3180312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3180317.000000 Penalty: 4925.609863
	Iteration 75Q: 3 clusters Score -3180317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3180316.750000 Penalty: 4925.609863
	Iteration 76Q: 3 clusters Score -3180317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3180318.750000 Penalty: 4925.609863
	Iteration 77Q: 3 clusters Score -3180319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3180320.250000 Penalty: 4925.609863
	Iteration 78Q: 3 clusters Score -3180320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3180320.250000 Penalty: 4925.609863
	Iteration 79F: 3 clusters Score -3180320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -554513.625000 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -554513.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -550828.187500 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -550828.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -551691.375000 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -551691.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -551874.875000 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -551874.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -551990.500000 Penalty: 4071.276855
	Iteration 3Q: 3 clusters Score -551990.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -552054.937500 Penalty: 4071.276855
	Iteration 4Q: 3 clusters Score -552054.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -552104.562500 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -552104.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -552143.812500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -552143.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -552170.875000 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -552170.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -552202.062500 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -552202.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -552228.125000 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -552228.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -552256.812500 Penalty: 4071.276855
	Iteration 10Q: 3 clusters Score -552256.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -552281.750000 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -552281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -552306.125000 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -552306.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -552333.250000 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -552333.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -552349.125000 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -552349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -552359.875000 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -552359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -552365.062500 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -552365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -552371.375000 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -552371.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -552377.250000 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -552377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -552380.437500 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -552380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -552382.812500 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -552382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -552386.625000 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -552386.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -552393.125000 Penalty: 4071.276855
	Iteration 22Q: 3 clusters Score -552393.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -552399.062500 Penalty: 4071.276855
	Iteration 23Q: 3 clusters Score -552399.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -552404.312500 Penalty: 4071.276855
	Iteration 24Q: 3 clusters Score -552404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -552414.812500 Penalty: 4071.276855
	Iteration 25Q: 3 clusters Score -552414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552426.250000 Penalty: 4071.276855
	Iteration 26Q: 3 clusters Score -552426.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -552445.562500 Penalty: 4071.276855
	Iteration 27Q: 3 clusters Score -552445.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -552464.937500 Penalty: 4071.276855
	Iteration 28Q: 3 clusters Score -552464.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -552476.500000 Penalty: 4071.276855
	Iteration 29Q: 3 clusters Score -552476.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -552483.312500 Penalty: 4071.276855
	Iteration 30Q: 3 clusters Score -552483.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -552491.062500 Penalty: 4071.276855
	Iteration 31Q: 3 clusters Score -552491.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -552499.500000 Penalty: 4071.276855
	Iteration 32Q: 3 clusters Score -552499.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -552504.500000 Penalty: 4071.276855
	Iteration 33Q: 3 clusters Score -552504.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -552508.875000 Penalty: 4071.276855
	Iteration 34Q: 3 clusters Score -552508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -552512.750000 Penalty: 4071.276855
	Iteration 35Q: 3 clusters Score -552512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -552516.250000 Penalty: 4071.276855
	Iteration 36Q: 3 clusters Score -552516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -552519.312500 Penalty: 4071.276855
	Iteration 37Q: 3 clusters Score -552519.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -552521.937500 Penalty: 4071.276855
	Iteration 38Q: 3 clusters Score -552521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -552525.125000 Penalty: 4071.276855
	Iteration 39Q: 3 clusters Score -552525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -552528.062500 Penalty: 4071.276855
	Iteration 40F: 3 clusters Score -552528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -552531.750000 Penalty: 4071.276855
	Iteration 41Q: 3 clusters Score -552531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -552534.875000 Penalty: 4071.276855
	Iteration 42Q: 3 clusters Score -552534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -552539.500000 Penalty: 4071.276855
	Iteration 43Q: 3 clusters Score -552539.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -552545.562500 Penalty: 4071.276855
	Iteration 44Q: 3 clusters Score -552545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -552550.625000 Penalty: 4071.276855
	Iteration 45Q: 3 clusters Score -552550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -552555.437500 Penalty: 4071.276855
	Iteration 46Q: 3 clusters Score -552555.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -552560.312500 Penalty: 4071.276855
	Iteration 47Q: 3 clusters Score -552560.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -552567.500000 Penalty: 4071.276855
	Iteration 48Q: 3 clusters Score -552567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -552573.625000 Penalty: 4071.276855
	Iteration 49Q: 3 clusters Score -552573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -552577.375000 Penalty: 4071.276855
	Iteration 50Q: 3 clusters Score -552577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -552580.000000 Penalty: 4071.276855
	Iteration 51Q: 3 clusters Score -552580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -552582.875000 Penalty: 4071.276855
	Iteration 52Q: 3 clusters Score -552582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -552584.062500 Penalty: 4071.276855
	Iteration 53Q: 3 clusters Score -552584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -552584.187500 Penalty: 4071.276855
	Iteration 54Q: 3 clusters Score -552584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -552585.000000 Penalty: 4071.276855
	Iteration 55Q: 3 clusters Score -552585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -552585.000000 Penalty: 4071.276855
	Iteration 56F: 3 clusters Score -552585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -142014.703125 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -142014.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140137.718750 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -140137.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140536.250000 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -140536.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140713.671875 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -140713.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140834.171875 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -140834.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140921.359375 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -140921.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140982.468750 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -140982.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141014.984375 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -141015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141043.140625 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -141043.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141059.625000 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -141059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -141069.421875 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -141069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141081.625000 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -141081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141097.078125 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -141097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -141102.187500 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -141102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141103.750000 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -141103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141104.953125 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -141105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141104.953125 Penalty: 3443.788818
	Iteration 15F: 3 clusters Score -141105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64554 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 115673 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 104521 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 63723 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21528 members 
Mstep: Class 22 contains 12597 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 9174 members 
Mstep: Class 29 contains 6284 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 34859 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50444 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9555 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29776 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13775 members 
Mstep: Class 42 contains 20551 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120405704.000000 Penalty: 148260.671875
Iteration 119Q: 45 clusters Score -1.204057e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64546 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 33398 members 
Mstep: Class 5 contains 115671 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 104490 members 
Mstep: Class 8 contains 10069 members 
Mstep: Class 9 contains 21524 members 
Mstep: Class 10 contains 16651 members 
Mstep: Class 11 contains 63713 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14178 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21537 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 17892 members 
Mstep: Class 24 contains 260 members 
Mstep: Class 25 contains 8414 members 
Mstep: Class 26 contains 10439 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 6280 members 
Mstep: Class 30 contains 6577 members 
Mstep: Class 31 contains 34859 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50433 members 
Mstep: Class 34 contains 6546 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9563 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 29773 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13871 members 
Mstep: Class 42 contains 20553 members 
Mstep: Class 43 contains 3672 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406256.000000 Penalty: 148260.671875
Iteration 120F: 45 clusters Score -1.204063e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64537 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 33397 members 
Mstep: Class 5 contains 115674 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 104464 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 63696 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14183 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 21547 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 17889 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8416 members 
Mstep: Class 26 contains 10439 members 
Mstep: Class 27 contains 20490 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 6275 members 
Mstep: Class 30 contains 6575 members 
Mstep: Class 31 contains 34861 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50424 members 
Mstep: Class 34 contains 6546 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9567 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 29778 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 13991 members 
Mstep: Class 42 contains 20558 members 
Mstep: Class 43 contains 3673 members 
Mstep: Class 44 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406704.000000 Penalty: 148260.671875
Iteration 121Q: 45 clusters Score -1.204067e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64525 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 33399 members 
Mstep: Class 5 contains 115679 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 104418 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 21527 members 
Mstep: Class 10 contains 16450 members 
Mstep: Class 11 contains 63682 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14180 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21551 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 17886 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 8420 members 
Mstep: Class 26 contains 10439 members 
Mstep: Class 27 contains 20485 members 
Mstep: Class 28 contains 9207 members 
Mstep: Class 29 contains 6265 members 
Mstep: Class 30 contains 6572 members 
Mstep: Class 31 contains 34870 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50416 members 
Mstep: Class 34 contains 6546 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 9574 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29778 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14128 members 
Mstep: Class 42 contains 20567 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406776.000000 Penalty: 148260.671875
Iteration 122Q: 45 clusters Score -1.204068e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64520 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 33399 members 
Mstep: Class 5 contains 115680 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 104368 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 16364 members 
Mstep: Class 11 contains 63665 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14172 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28737 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21550 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 17885 members 
Mstep: Class 24 contains 268 members 
Mstep: Class 25 contains 8422 members 
Mstep: Class 26 contains 10441 members 
Mstep: Class 27 contains 20479 members 
Mstep: Class 28 contains 9222 members 
Mstep: Class 29 contains 6256 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 34886 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50402 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9580 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29779 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14253 members 
Mstep: Class 42 contains 20573 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406904.000000 Penalty: 148260.671875
Iteration 123Q: 45 clusters Score -1.204069e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64513 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 33398 members 
Mstep: Class 5 contains 115675 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 104288 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 63655 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14161 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28739 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21553 members 
Mstep: Class 22 contains 12572 members 
Mstep: Class 23 contains 17886 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 8425 members 
Mstep: Class 26 contains 10441 members 
Mstep: Class 27 contains 20476 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 34900 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50390 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29784 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14407 members 
Mstep: Class 42 contains 20576 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407008.000000 Penalty: 148260.671875
Iteration 124Q: 45 clusters Score -1.20407e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64507 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 33392 members 
Mstep: Class 5 contains 115671 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 104215 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 63640 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14159 members 
Mstep: Class 15 contains 5334 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28741 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21561 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 17885 members 
Mstep: Class 24 contains 265 members 
Mstep: Class 25 contains 8426 members 
Mstep: Class 26 contains 10440 members 
Mstep: Class 27 contains 20476 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 6250 members 
Mstep: Class 30 contains 6571 members 
Mstep: Class 31 contains 34923 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50381 members 
Mstep: Class 34 contains 6552 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9587 members 
Mstep: Class 38 contains 753 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14549 members 
Mstep: Class 42 contains 20582 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406952.000000 Penalty: 148260.671875
Iteration 125Q: 45 clusters Score -1.20407e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64501 members 
Mstep: Class 3 contains 6607 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115665 members 
Mstep: Class 6 contains 11299 members 
Mstep: Class 7 contains 104150 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 16106 members 
Mstep: Class 11 contains 63636 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14155 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21575 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 17886 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8425 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 20479 members 
Mstep: Class 28 contains 9261 members 
Mstep: Class 29 contains 6247 members 
Mstep: Class 30 contains 6572 members 
Mstep: Class 31 contains 34935 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50379 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 755 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14703 members 
Mstep: Class 42 contains 20586 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406688.000000 Penalty: 148260.671875
Iteration 126Q: 45 clusters Score -1.204067e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64495 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115659 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 104080 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 16031 members 
Mstep: Class 11 contains 63637 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28740 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21571 members 
Mstep: Class 22 contains 12572 members 
Mstep: Class 23 contains 17888 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10449 members 
Mstep: Class 27 contains 20479 members 
Mstep: Class 28 contains 9279 members 
Mstep: Class 29 contains 6243 members 
Mstep: Class 30 contains 6571 members 
Mstep: Class 31 contains 34930 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50379 members 
Mstep: Class 34 contains 6540 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9586 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14840 members 
Mstep: Class 42 contains 20589 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406936.000000 Penalty: 148260.671875
Iteration 127Q: 45 clusters Score -1.204069e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64490 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115659 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 104027 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 21534 members 
Mstep: Class 10 contains 15929 members 
Mstep: Class 11 contains 63634 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21578 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 17890 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 10451 members 
Mstep: Class 27 contains 20478 members 
Mstep: Class 28 contains 9289 members 
Mstep: Class 29 contains 6242 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 34938 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50375 members 
Mstep: Class 34 contains 6540 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14961 members 
Mstep: Class 42 contains 20592 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406936.000000 Penalty: 148260.671875
Iteration 128Q: 45 clusters Score -1.204069e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64485 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115656 members 
Mstep: Class 6 contains 11312 members 
Mstep: Class 7 contains 103960 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 15850 members 
Mstep: Class 11 contains 63631 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28744 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21580 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 17889 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 10456 members 
Mstep: Class 27 contains 20476 members 
Mstep: Class 28 contains 9294 members 
Mstep: Class 29 contains 6242 members 
Mstep: Class 30 contains 6569 members 
Mstep: Class 31 contains 34943 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50373 members 
Mstep: Class 34 contains 6535 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15089 members 
Mstep: Class 42 contains 20595 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406968.000000 Penalty: 148260.671875
Iteration 129Q: 45 clusters Score -1.20407e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64476 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 33385 members 
Mstep: Class 5 contains 115652 members 
Mstep: Class 6 contains 11315 members 
Mstep: Class 7 contains 103913 members 
Mstep: Class 8 contains 10186 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 15762 members 
Mstep: Class 11 contains 63620 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14155 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21580 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 17889 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10458 members 
Mstep: Class 27 contains 20474 members 
Mstep: Class 28 contains 9292 members 
Mstep: Class 29 contains 6237 members 
Mstep: Class 30 contains 6569 members 
Mstep: Class 31 contains 34952 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50375 members 
Mstep: Class 34 contains 6534 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15217 members 
Mstep: Class 42 contains 20600 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120406952.000000 Penalty: 148260.671875
Iteration 130Q: 45 clusters Score -1.20407e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64475 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 33398 members 
Mstep: Class 5 contains 115652 members 
Mstep: Class 6 contains 11318 members 
Mstep: Class 7 contains 103871 members 
Mstep: Class 8 contains 10205 members 
Mstep: Class 9 contains 21532 members 
Mstep: Class 10 contains 15678 members 
Mstep: Class 11 contains 63605 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 14155 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21581 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 17891 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10469 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9291 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 34957 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50370 members 
Mstep: Class 34 contains 6537 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9586 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29786 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15324 members 
Mstep: Class 42 contains 20604 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407112.000000 Penalty: 148260.671875
Iteration 131Q: 45 clusters Score -1.204071e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64469 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 33405 members 
Mstep: Class 5 contains 115650 members 
Mstep: Class 6 contains 11324 members 
Mstep: Class 7 contains 103829 members 
Mstep: Class 8 contains 10218 members 
Mstep: Class 9 contains 21534 members 
Mstep: Class 10 contains 15596 members 
Mstep: Class 11 contains 63593 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21593 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 17891 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10477 members 
Mstep: Class 27 contains 20469 members 
Mstep: Class 28 contains 9268 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 34962 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50368 members 
Mstep: Class 34 contains 6538 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29787 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15447 members 
Mstep: Class 42 contains 20603 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407064.000000 Penalty: 148260.671875
Iteration 132Q: 45 clusters Score -1.204071e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64465 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 33404 members 
Mstep: Class 5 contains 115650 members 
Mstep: Class 6 contains 11327 members 
Mstep: Class 7 contains 103790 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 21537 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 63589 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28750 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21603 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 17891 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10483 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9268 members 
Mstep: Class 29 contains 6236 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 34959 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50361 members 
Mstep: Class 34 contains 6537 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29786 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15551 members 
Mstep: Class 42 contains 20608 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407088.000000 Penalty: 148260.671875
Iteration 133Q: 45 clusters Score -1.204071e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64457 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33404 members 
Mstep: Class 5 contains 115652 members 
Mstep: Class 6 contains 11333 members 
Mstep: Class 7 contains 103734 members 
Mstep: Class 8 contains 10238 members 
Mstep: Class 9 contains 21539 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 63586 members 
Mstep: Class 12 contains 3031 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28751 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21606 members 
Mstep: Class 22 contains 12574 members 
Mstep: Class 23 contains 17890 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10489 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9260 members 
Mstep: Class 29 contains 6232 members 
Mstep: Class 30 contains 6565 members 
Mstep: Class 31 contains 34967 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50356 members 
Mstep: Class 34 contains 6541 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29789 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15646 members 
Mstep: Class 42 contains 20608 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407104.000000 Penalty: 148260.671875
Iteration 134Q: 45 clusters Score -1.204071e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64453 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 115650 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 103676 members 
Mstep: Class 8 contains 10257 members 
Mstep: Class 9 contains 21542 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 63585 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14137 members 
Mstep: Class 15 contains 5324 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28754 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21610 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 17888 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10494 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 6227 members 
Mstep: Class 30 contains 6562 members 
Mstep: Class 31 contains 34968 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50351 members 
Mstep: Class 34 contains 6546 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9587 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29792 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15741 members 
Mstep: Class 42 contains 20610 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407304.000000 Penalty: 148260.671875
Iteration 135Q: 45 clusters Score -1.204073e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64446 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33397 members 
Mstep: Class 5 contains 115644 members 
Mstep: Class 6 contains 11329 members 
Mstep: Class 7 contains 103631 members 
Mstep: Class 8 contains 10276 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 15363 members 
Mstep: Class 11 contains 63577 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28758 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 21611 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 17883 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10501 members 
Mstep: Class 27 contains 20461 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 6226 members 
Mstep: Class 30 contains 6561 members 
Mstep: Class 31 contains 34958 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50349 members 
Mstep: Class 34 contains 6544 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9593 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29795 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15833 members 
Mstep: Class 42 contains 20616 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407456.000000 Penalty: 148260.671875
Iteration 136Q: 45 clusters Score -1.204075e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64444 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33390 members 
Mstep: Class 5 contains 115639 members 
Mstep: Class 6 contains 11324 members 
Mstep: Class 7 contains 103577 members 
Mstep: Class 8 contains 10288 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 63575 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28765 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21613 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 17880 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10502 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9250 members 
Mstep: Class 29 contains 6224 members 
Mstep: Class 30 contains 6558 members 
Mstep: Class 31 contains 34960 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50344 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 29796 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15923 members 
Mstep: Class 42 contains 20618 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407456.000000 Penalty: 148260.671875
Iteration 137Q: 45 clusters Score -1.204075e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64443 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33390 members 
Mstep: Class 5 contains 115637 members 
Mstep: Class 6 contains 11321 members 
Mstep: Class 7 contains 103533 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 63574 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14129 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28769 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21616 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 17878 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 10502 members 
Mstep: Class 27 contains 20459 members 
Mstep: Class 28 contains 9244 members 
Mstep: Class 29 contains 6222 members 
Mstep: Class 30 contains 6554 members 
Mstep: Class 31 contains 34966 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50337 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9602 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29796 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 15999 members 
Mstep: Class 42 contains 20621 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407568.000000 Penalty: 148260.671875
Iteration 138Q: 45 clusters Score -1.204076e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64434 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33388 members 
Mstep: Class 5 contains 115628 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 103492 members 
Mstep: Class 8 contains 10319 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 63573 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14127 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28775 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21620 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 17880 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 10509 members 
Mstep: Class 27 contains 20461 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 6554 members 
Mstep: Class 31 contains 34968 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50328 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16074 members 
Mstep: Class 42 contains 20619 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407592.000000 Penalty: 148260.671875
Iteration 139Q: 45 clusters Score -1.204076e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64434 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33384 members 
Mstep: Class 5 contains 115625 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 103461 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 63573 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14125 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28777 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21621 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 17880 members 
Mstep: Class 24 contains 262 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 10509 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9242 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 34969 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50324 members 
Mstep: Class 34 contains 6547 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9607 members 
Mstep: Class 38 contains 758 members 
Mstep: Class 39 contains 29799 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16133 members 
Mstep: Class 42 contains 20624 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120407992.000000 Penalty: 148260.671875
Iteration 140F: 45 clusters Score -1.20408e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 64429 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33382 members 
Mstep: Class 5 contains 115620 members 
Mstep: Class 6 contains 11330 members 
Mstep: Class 7 contains 103423 members 
Mstep: Class 8 contains 10353 members 
Mstep: Class 9 contains 21550 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 63573 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14127 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28778 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21617 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 278 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 10508 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 6216 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 34975 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50320 members 
Mstep: Class 34 contains 6543 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9608 members 
Mstep: Class 38 contains 758 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16192 members 
Mstep: Class 42 contains 20626 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408456.000000 Penalty: 148260.671875
Iteration 141Q: 45 clusters Score -1.204085e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 64424 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33381 members 
Mstep: Class 5 contains 115619 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 103392 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 63571 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14121 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28783 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 21623 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 17875 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8431 members 
Mstep: Class 26 contains 10506 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 9235 members 
Mstep: Class 29 contains 6213 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 34979 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50316 members 
Mstep: Class 34 contains 6545 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9605 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16241 members 
Mstep: Class 42 contains 20625 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408464.000000 Penalty: 148260.671875
Iteration 142Q: 45 clusters Score -1.204085e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 64418 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33382 members 
Mstep: Class 5 contains 115614 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 103362 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 15123 members 
Mstep: Class 11 contains 63558 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14119 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4889 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21623 members 
Mstep: Class 22 contains 12599 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8433 members 
Mstep: Class 26 contains 10504 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 6215 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 34987 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50312 members 
Mstep: Class 34 contains 6546 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9604 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 29796 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16298 members 
Mstep: Class 42 contains 20628 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408528.000000 Penalty: 148260.671875
Iteration 143Q: 45 clusters Score -1.204085e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64420 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33382 members 
Mstep: Class 5 contains 115610 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 103336 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 21553 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 63554 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14119 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21618 members 
Mstep: Class 22 contains 12600 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 10502 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 9218 members 
Mstep: Class 29 contains 6214 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 34994 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50309 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29793 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16347 members 
Mstep: Class 42 contains 20630 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408552.000000 Penalty: 148260.671875
Iteration 144Q: 45 clusters Score -1.204086e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64415 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33376 members 
Mstep: Class 5 contains 115611 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 103314 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 15091 members 
Mstep: Class 11 contains 63551 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14112 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21621 members 
Mstep: Class 22 contains 12602 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 10500 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9214 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 35005 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50306 members 
Mstep: Class 34 contains 6548 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9605 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29795 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16381 members 
Mstep: Class 42 contains 20634 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408432.000000 Penalty: 148260.671875
Iteration 145Q: 45 clusters Score -1.204084e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64410 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 115608 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 103300 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 15074 members 
Mstep: Class 11 contains 63540 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14104 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28789 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21623 members 
Mstep: Class 22 contains 12605 members 
Mstep: Class 23 contains 17877 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8440 members 
Mstep: Class 26 contains 10501 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 6209 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 35008 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50299 members 
Mstep: Class 34 contains 6550 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9609 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29795 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16407 members 
Mstep: Class 42 contains 20641 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408400.000000 Penalty: 148260.671875
Iteration 146Q: 45 clusters Score -1.204084e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64406 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 115601 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 103289 members 
Mstep: Class 8 contains 10433 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 63537 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14101 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28791 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21627 members 
Mstep: Class 22 contains 12609 members 
Mstep: Class 23 contains 17876 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8445 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 20465 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 6206 members 
Mstep: Class 30 contains 6552 members 
Mstep: Class 31 contains 35007 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50297 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16435 members 
Mstep: Class 42 contains 20644 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408456.000000 Penalty: 148260.671875
Iteration 147Q: 45 clusters Score -1.204085e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 64405 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115599 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 103273 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 21556 members 
Mstep: Class 10 contains 15026 members 
Mstep: Class 11 contains 63531 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14099 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28792 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21632 members 
Mstep: Class 22 contains 12613 members 
Mstep: Class 23 contains 17873 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8448 members 
Mstep: Class 26 contains 10498 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9203 members 
Mstep: Class 29 contains 6206 members 
Mstep: Class 30 contains 6551 members 
Mstep: Class 31 contains 35003 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50296 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9612 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16467 members 
Mstep: Class 42 contains 20646 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408488.000000 Penalty: 148260.671875
Iteration 148Q: 45 clusters Score -1.204085e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64403 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115598 members 
Mstep: Class 6 contains 11342 members 
Mstep: Class 7 contains 103258 members 
Mstep: Class 8 contains 10453 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 63524 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28793 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21635 members 
Mstep: Class 22 contains 12620 members 
Mstep: Class 23 contains 17869 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8450 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 6207 members 
Mstep: Class 30 contains 6548 members 
Mstep: Class 31 contains 35001 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50295 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9613 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16496 members 
Mstep: Class 42 contains 20646 members 
Mstep: Class 43 contains 3677 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408600.000000 Penalty: 148260.671875
Iteration 149Q: 45 clusters Score -1.204086e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64401 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 33363 members 
Mstep: Class 5 contains 115596 members 
Mstep: Class 6 contains 11339 members 
Mstep: Class 7 contains 103243 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 14995 members 
Mstep: Class 11 contains 63524 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14104 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28792 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21634 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 17865 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8451 members 
Mstep: Class 26 contains 10502 members 
Mstep: Class 27 contains 20469 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 6205 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 34999 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50295 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9616 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16526 members 
Mstep: Class 42 contains 20648 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408544.000000 Penalty: 148260.671875
Iteration 150Q: 45 clusters Score -1.204085e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64402 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115593 members 
Mstep: Class 6 contains 11336 members 
Mstep: Class 7 contains 103230 members 
Mstep: Class 8 contains 10467 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 14988 members 
Mstep: Class 11 contains 63522 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14102 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28790 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21634 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 17866 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8452 members 
Mstep: Class 26 contains 10505 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 6202 members 
Mstep: Class 30 contains 6549 members 
Mstep: Class 31 contains 34997 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50294 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9619 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16549 members 
Mstep: Class 42 contains 20650 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408584.000000 Penalty: 148260.671875
Iteration 151Q: 45 clusters Score -1.204086e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64399 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 33358 members 
Mstep: Class 5 contains 115587 members 
Mstep: Class 6 contains 11338 members 
Mstep: Class 7 contains 103218 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 63522 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21636 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 17866 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 10512 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9185 members 
Mstep: Class 29 contains 6200 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 34993 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50295 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9621 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16574 members 
Mstep: Class 42 contains 20653 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408664.000000 Penalty: 148260.671875
Iteration 152Q: 45 clusters Score -1.204087e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64396 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 33358 members 
Mstep: Class 5 contains 115587 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 103210 members 
Mstep: Class 8 contains 10468 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14958 members 
Mstep: Class 11 contains 63522 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 4891 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21640 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 17862 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 10514 members 
Mstep: Class 27 contains 20471 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6196 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 34993 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50296 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9626 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16600 members 
Mstep: Class 42 contains 20658 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408632.000000 Penalty: 148260.671875
Iteration 153Q: 45 clusters Score -1.204086e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64394 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 115587 members 
Mstep: Class 6 contains 11340 members 
Mstep: Class 7 contains 103197 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 21566 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 63521 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14095 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21641 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 10516 members 
Mstep: Class 27 contains 20471 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6192 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 34992 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50295 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29794 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16620 members 
Mstep: Class 42 contains 20659 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408688.000000 Penalty: 148260.671875
Iteration 154Q: 45 clusters Score -1.204087e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64390 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115587 members 
Mstep: Class 6 contains 11345 members 
Mstep: Class 7 contains 103183 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 63517 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14091 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21642 members 
Mstep: Class 22 contains 12613 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10519 members 
Mstep: Class 27 contains 20471 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6193 members 
Mstep: Class 30 contains 6548 members 
Mstep: Class 31 contains 34990 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50290 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29795 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16646 members 
Mstep: Class 42 contains 20661 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408600.000000 Penalty: 148260.671875
Iteration 155Q: 45 clusters Score -1.204086e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64388 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115583 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 103169 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21567 members 
Mstep: Class 10 contains 14916 members 
Mstep: Class 11 contains 63513 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14089 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21642 members 
Mstep: Class 22 contains 12612 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10521 members 
Mstep: Class 27 contains 20471 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6193 members 
Mstep: Class 30 contains 6547 members 
Mstep: Class 31 contains 34990 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50293 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29796 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16673 members 
Mstep: Class 42 contains 20662 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408640.000000 Penalty: 148260.671875
Iteration 156Q: 45 clusters Score -1.204086e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64387 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 115583 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103152 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 21564 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21641 members 
Mstep: Class 22 contains 12614 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10524 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6192 members 
Mstep: Class 30 contains 6546 members 
Mstep: Class 31 contains 34994 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50298 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16698 members 
Mstep: Class 42 contains 20665 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408720.000000 Penalty: 148260.671875
Iteration 157Q: 45 clusters Score -1.204087e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 64384 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115582 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103135 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14085 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21642 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10525 members 
Mstep: Class 27 contains 20471 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 6546 members 
Mstep: Class 31 contains 34992 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 760 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16727 members 
Mstep: Class 42 contains 20666 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408640.000000 Penalty: 148260.671875
Iteration 158Q: 45 clusters Score -1.204086e+08 nChanged 93
Entering ConstructFrom: 
Score: -120408640.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -157772.234375 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -157772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155884.765625 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -155884.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156325.031250 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -156325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -156541.531250 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -156541.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156666.718750 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -156666.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156748.796875 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -156748.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -156844.171875 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -156844.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -156958.437500 Penalty: 3468.535645
	Iteration 6F: 3 clusters Score -156958.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -157053.796875 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -157053.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -157108.265625 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -157108.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -157155.203125 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -157155.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -157194.218750 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -157194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -157234.859375 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -157234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -157265.828125 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -157265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -157280.968750 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -157281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -157311.015625 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -157311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -157336.796875 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -157336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -157350.281250 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -157350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -157358.953125 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -157359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -157366.781250 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -157366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -157376.171875 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -157376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -157412.734375 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -157412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -157504.312500 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -157504.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -157618.937500 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -157618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -157700.562500 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -157700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -157790.921875 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -157790.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -157920.265625 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -157920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -158013.515625 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -158013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -158050.718750 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -158050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -158061.984375 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -158062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -158064.140625 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -158064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -158065.421875 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -158065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -158065.421875 Penalty: 3468.535645
	Iteration 31F: 3 clusters Score -158065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 64380 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115585 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103123 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 34995 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Mstep: Class 45 contains 255 members 
Entering Unmasked Estep 
Score: -120407408.000000 Penalty: 151630.234375
Splitting cluster 1 changes total score from -120408640.000000 to -120407408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Entering Unmasked Estep 
Score: -9949366.000000 Penalty: 2745.994385
	Iteration 0F: 2 clusters Score -9949366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9905707.000000 Penalty: 5491.988770
	Iteration 0F: 3 clusters Score -9905707 nChanged 30157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -9923158.000000 Penalty: 5491.988770
	Iteration 1F: 3 clusters Score -9923158 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -9923973.000000 Penalty: 5491.988770
	Iteration 2Q: 3 clusters Score -9923973 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -9924901.000000 Penalty: 5491.988770
	Iteration 3Q: 3 clusters Score -9924901 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -9925988.000000 Penalty: 5491.988770
	Iteration 4Q: 3 clusters Score -9925988 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -9927124.000000 Penalty: 5491.988770
	Iteration 5Q: 3 clusters Score -9927124 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -9928370.000000 Penalty: 5491.988770
	Iteration 6Q: 3 clusters Score -9928370 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9929660.000000 Penalty: 5491.988770
	Iteration 7Q: 3 clusters Score -9929660 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -9930896.000000 Penalty: 5491.988770
	Iteration 8Q: 3 clusters Score -9930896 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -9931853.000000 Penalty: 5491.988770
	Iteration 9Q: 3 clusters Score -9931853 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -9932885.000000 Penalty: 5491.988770
	Iteration 10Q: 3 clusters Score -9932885 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -9933929.000000 Penalty: 5491.988770
	Iteration 11Q: 3 clusters Score -9933929 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9935160.000000 Penalty: 5491.988770
	Iteration 12Q: 3 clusters Score -9935160 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -9936516.000000 Penalty: 5491.988770
	Iteration 13Q: 3 clusters Score -9936516 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -9937887.000000 Penalty: 5491.988770
	Iteration 14Q: 3 clusters Score -9937887 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -9939188.000000 Penalty: 5491.988770
	Iteration 15Q: 3 clusters Score -9939188 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -9940193.000000 Penalty: 5491.988770
	Iteration 16Q: 3 clusters Score -9940193 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9941065.000000 Penalty: 5491.988770
	Iteration 17Q: 3 clusters Score -9941065 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9941895.000000 Penalty: 5491.988770
	Iteration 18Q: 3 clusters Score -9941895 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -9942631.000000 Penalty: 5491.988770
	Iteration 19Q: 3 clusters Score -9942631 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -9943294.000000 Penalty: 5491.988770
	Iteration 20F: 3 clusters Score -9943294 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -9943968.000000 Penalty: 5491.988770
	Iteration 21Q: 3 clusters Score -9943968 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -9944611.000000 Penalty: 5491.988770
	Iteration 22Q: 3 clusters Score -9944611 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -9945125.000000 Penalty: 5491.988770
	Iteration 23Q: 3 clusters Score -9945125 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -9945491.000000 Penalty: 5491.988770
	Iteration 24Q: 3 clusters Score -9945491 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -9945840.000000 Penalty: 5491.988770
	Iteration 25Q: 3 clusters Score -9945840 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -9946112.000000 Penalty: 5491.988770
	Iteration 26Q: 3 clusters Score -9946112 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -9946255.000000 Penalty: 5491.988770
	Iteration 27Q: 3 clusters Score -9946255 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -9946450.000000 Penalty: 5491.988770
	Iteration 28Q: 3 clusters Score -9946450 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -9946539.000000 Penalty: 5491.988770
	Iteration 29Q: 3 clusters Score -9946539 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -9946640.000000 Penalty: 5491.988770
	Iteration 30Q: 3 clusters Score -9946640 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -9946773.000000 Penalty: 5491.988770
	Iteration 31Q: 3 clusters Score -9946773 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -9946822.000000 Penalty: 5491.988770
	Iteration 32Q: 3 clusters Score -9946822 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -9946856.000000 Penalty: 5491.988770
	Iteration 33Q: 3 clusters Score -9946856 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -9946910.000000 Penalty: 5491.988770
	Iteration 34Q: 3 clusters Score -9946910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -9946952.000000 Penalty: 5491.988770
	Iteration 35Q: 3 clusters Score -9946952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -9946966.000000 Penalty: 5491.988770
	Iteration 36Q: 3 clusters Score -9946966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -9946993.000000 Penalty: 5491.988770
	Iteration 37Q: 3 clusters Score -9946993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -9947012.000000 Penalty: 5491.988770
	Iteration 38Q: 3 clusters Score -9947012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -9947047.000000 Penalty: 5491.988770
	Iteration 39Q: 3 clusters Score -9947047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -9947069.000000 Penalty: 5491.988770
	Iteration 40F: 3 clusters Score -9947069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9947077.000000 Penalty: 5491.988770
	Iteration 41Q: 3 clusters Score -9947077 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -9947110.000000 Penalty: 5491.988770
	Iteration 42Q: 3 clusters Score -9947110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -9947110.000000 Penalty: 5491.988770
	Iteration 43Q: 3 clusters Score -9947110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -9947129.000000 Penalty: 5491.988770
	Iteration 44Q: 3 clusters Score -9947129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -9947144.000000 Penalty: 5491.988770
	Iteration 45Q: 3 clusters Score -9947144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -9947145.000000 Penalty: 5491.988770
	Iteration 46Q: 3 clusters Score -9947145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -9947150.000000 Penalty: 5491.988770
	Iteration 47Q: 3 clusters Score -9947150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -9947162.000000 Penalty: 5491.988770
	Iteration 48Q: 3 clusters Score -9947162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -9947159.000000 Penalty: 5491.988770
	Iteration 49Q: 3 clusters Score -9947159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -9947165.000000 Penalty: 5491.988770
	Iteration 50Q: 3 clusters Score -9947165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -9947195.000000 Penalty: 5491.988770
	Iteration 51Q: 3 clusters Score -9947195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -9947186.000000 Penalty: 5491.988770
	Iteration 52Q: 3 clusters Score -9947186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -9947192.000000 Penalty: 5491.988770
	Iteration 53Q: 3 clusters Score -9947192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -9947178.000000 Penalty: 5491.988770
	Iteration 54Q: 3 clusters Score -9947178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -9947193.000000 Penalty: 5491.988770
	Iteration 55Q: 3 clusters Score -9947193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -9947191.000000 Penalty: 5491.988770
	Iteration 56Q: 3 clusters Score -9947191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -9947188.000000 Penalty: 5491.988770
	Iteration 57Q: 3 clusters Score -9947188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -9947211.000000 Penalty: 5491.988770
	Iteration 58Q: 3 clusters Score -9947211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -9947198.000000 Penalty: 5491.988770
	Iteration 59Q: 3 clusters Score -9947198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -9947201.000000 Penalty: 5491.988770
	Iteration 60F: 3 clusters Score -9947201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -9947206.000000 Penalty: 5491.988770
	Iteration 61Q: 3 clusters Score -9947206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9947210.000000 Penalty: 5491.988770
	Iteration 62Q: 3 clusters Score -9947210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -9947213.000000 Penalty: 5491.988770
	Iteration 63Q: 3 clusters Score -9947213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -9947224.000000 Penalty: 5491.988770
	Iteration 64Q: 3 clusters Score -9947224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -9947224.000000 Penalty: 5491.988770
	Iteration 65Q: 3 clusters Score -9947224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -9947219.000000 Penalty: 5491.988770
	Iteration 66Q: 3 clusters Score -9947219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -9947232.000000 Penalty: 5491.988770
	Iteration 67Q: 3 clusters Score -9947232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -9947232.000000 Penalty: 5491.988770
	Iteration 68Q: 3 clusters Score -9947232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -9947231.000000 Penalty: 5491.988770
	Iteration 69Q: 3 clusters Score -9947231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -9947231.000000 Penalty: 5491.988770
	Iteration 70Q: 3 clusters Score -9947231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -9947235.000000 Penalty: 5491.988770
	Iteration 71Q: 3 clusters Score -9947235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -9947230.000000 Penalty: 5491.988770
	Iteration 72Q: 3 clusters Score -9947230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -9947227.000000 Penalty: 5491.988770
	Iteration 73Q: 3 clusters Score -9947227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -9947224.000000 Penalty: 5491.988770
	Iteration 74Q: 3 clusters Score -9947224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -9947224.000000 Penalty: 5491.988770
	Iteration 75Q: 3 clusters Score -9947224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -9947224.000000 Penalty: 5491.988770
	Iteration 76F: 3 clusters Score -9947224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -1043972.812500 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -1043973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1038456.687500 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -1038457 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1039837.125000 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -1039837 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1040103.875000 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -1040104 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1040272.875000 Penalty: 4362.007812
	Iteration 3F: 3 clusters Score -1040273 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1040405.000000 Penalty: 4362.007812
	Iteration 4Q: 3 clusters Score -1040405 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1040543.062500 Penalty: 4362.007812
	Iteration 5Q: 3 clusters Score -1040543 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1040688.625000 Penalty: 4362.007812
	Iteration 6Q: 3 clusters Score -1040689 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1040821.875000 Penalty: 4362.007812
	Iteration 7Q: 3 clusters Score -1040822 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1040957.875000 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -1040958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1041098.625000 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -1041099 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1041256.312500 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -1041256 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1041419.312500 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -1041419 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1041570.000000 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -1041570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1041692.875000 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -1041693 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1041805.500000 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -1041806 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1041919.750000 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -1041920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1042010.437500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -1042010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1042077.687500 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -1042078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1042140.312500 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -1042140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1042178.000000 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -1042178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1042219.500000 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -1042220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1042253.562500 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -1042254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1042276.750000 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -1042277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1042291.250000 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -1042291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1042297.000000 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -1042297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1042303.375000 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -1042303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1042311.312500 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -1042311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1042315.375000 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -1042315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1042319.687500 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -1042320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1042322.750000 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -1042323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1042323.625000 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -1042324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1042324.312500 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -1042324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1042326.562500 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -1042327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1042326.875000 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -1042327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1042327.500000 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -1042328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1042328.625000 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -1042329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1042328.312500 Penalty: 4362.007812
	Iteration 36Q: 3 clusters Score -1042328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1042329.000000 Penalty: 4362.007812
	Iteration 37Q: 3 clusters Score -1042329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1042330.375000 Penalty: 4362.007812
	Iteration 38Q: 3 clusters Score -1042330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1042330.375000 Penalty: 4362.007812
	Iteration 39F: 3 clusters Score -1042330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Entering Unmasked Estep 
Score: -5204166.000000 Penalty: 2583.044678
	Iteration 0F: 2 clusters Score -5204166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5181320.500000 Penalty: 5166.089355
	Iteration 0F: 3 clusters Score -5181320 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5189741.000000 Penalty: 5166.089355
	Iteration 1F: 3 clusters Score -5189741 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5190484.000000 Penalty: 5166.089355
	Iteration 2F: 3 clusters Score -5190484 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5191299.000000 Penalty: 5166.089355
	Iteration 3F: 3 clusters Score -5191299 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5192541.500000 Penalty: 5166.089355
	Iteration 4F: 3 clusters Score -5192542 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5194147.500000 Penalty: 5166.089355
	Iteration 5F: 3 clusters Score -5194148 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5195949.000000 Penalty: 5166.089355
	Iteration 6F: 3 clusters Score -5195949 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5197592.000000 Penalty: 5166.089355
	Iteration 7F: 3 clusters Score -5197592 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5198790.500000 Penalty: 5166.089355
	Iteration 8F: 3 clusters Score -5198790 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5199661.000000 Penalty: 5166.089355
	Iteration 9Q: 3 clusters Score -5199661 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5200389.000000 Penalty: 5166.089355
	Iteration 10Q: 3 clusters Score -5200389 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5200899.000000 Penalty: 5166.089355
	Iteration 11Q: 3 clusters Score -5200899 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5201299.000000 Penalty: 5166.089355
	Iteration 12Q: 3 clusters Score -5201299 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5201610.500000 Penalty: 5166.089355
	Iteration 13Q: 3 clusters Score -5201610 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -5201776.500000 Penalty: 5166.089355
	Iteration 14Q: 3 clusters Score -5201776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -5201906.000000 Penalty: 5166.089355
	Iteration 15Q: 3 clusters Score -5201906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5201966.000000 Penalty: 5166.089355
	Iteration 16Q: 3 clusters Score -5201966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -5202012.000000 Penalty: 5166.089355
	Iteration 17Q: 3 clusters Score -5202012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -5202032.500000 Penalty: 5166.089355
	Iteration 18Q: 3 clusters Score -5202032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -5202050.500000 Penalty: 5166.089355
	Iteration 19Q: 3 clusters Score -5202050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5202048.000000 Penalty: 5166.089355
	Iteration 20F: 3 clusters Score -5202048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5202060.500000 Penalty: 5166.089355
	Iteration 21Q: 3 clusters Score -5202060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -5202061.500000 Penalty: 5166.089355
	Iteration 22Q: 3 clusters Score -5202062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -5202071.000000 Penalty: 5166.089355
	Iteration 23Q: 3 clusters Score -5202071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5202075.500000 Penalty: 5166.089355
	Iteration 24Q: 3 clusters Score -5202076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5202079.000000 Penalty: 5166.089355
	Iteration 25Q: 3 clusters Score -5202079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5202083.000000 Penalty: 5166.089355
	Iteration 26Q: 3 clusters Score -5202083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5202089.500000 Penalty: 5166.089355
	Iteration 27Q: 3 clusters Score -5202090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5202100.500000 Penalty: 5166.089355
	Iteration 28Q: 3 clusters Score -5202100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5202103.500000 Penalty: 5166.089355
	Iteration 29Q: 3 clusters Score -5202104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -5202101.000000 Penalty: 5166.089355
	Iteration 30Q: 3 clusters Score -5202101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -5202104.000000 Penalty: 5166.089355
	Iteration 31Q: 3 clusters Score -5202104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5202107.000000 Penalty: 5166.089355
	Iteration 32Q: 3 clusters Score -5202107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -5202105.500000 Penalty: 5166.089355
	Iteration 33Q: 3 clusters Score -5202106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5202121.500000 Penalty: 5166.089355
	Iteration 34Q: 3 clusters Score -5202122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5202120.500000 Penalty: 5166.089355
	Iteration 35Q: 3 clusters Score -5202120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5202123.500000 Penalty: 5166.089355
	Iteration 36Q: 3 clusters Score -5202124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5202124.000000 Penalty: 5166.089355
	Iteration 37Q: 3 clusters Score -5202124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -5202130.500000 Penalty: 5166.089355
	Iteration 38Q: 3 clusters Score -5202130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5202132.000000 Penalty: 5166.089355
	Iteration 39Q: 3 clusters Score -5202132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5202132.000000 Penalty: 5166.089355
	Iteration 40F: 3 clusters Score -5202132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Entering Unmasked Estep 
Score: -18187054.000000 Penalty: 2891.124756
	Iteration 0F: 2 clusters Score -1.818705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -18116078.000000 Penalty: 5782.249512
	Iteration 0F: 3 clusters Score -1.811608e+07 nChanged 55044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -18146768.000000 Penalty: 5782.249512
	Iteration 1F: 3 clusters Score -1.814677e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -18147606.000000 Penalty: 5782.249512
	Iteration 2Q: 3 clusters Score -1.814761e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -18148292.000000 Penalty: 5782.249512
	Iteration 3Q: 3 clusters Score -1.814829e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -18149478.000000 Penalty: 5782.249512
	Iteration 4Q: 3 clusters Score -1.814948e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -18151066.000000 Penalty: 5782.249512
	Iteration 5Q: 3 clusters Score -1.815107e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -18153432.000000 Penalty: 5782.249512
	Iteration 6Q: 3 clusters Score -1.815343e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -18156336.000000 Penalty: 5782.249512
	Iteration 7F: 3 clusters Score -1.815634e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -18159466.000000 Penalty: 5782.249512
	Iteration 8F: 3 clusters Score -1.815947e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -18161964.000000 Penalty: 5782.249512
	Iteration 9F: 3 clusters Score -1.816196e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -18163584.000000 Penalty: 5782.249512
	Iteration 10F: 3 clusters Score -1.816358e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -18164896.000000 Penalty: 5782.249512
	Iteration 11Q: 3 clusters Score -1.81649e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -18165672.000000 Penalty: 5782.249512
	Iteration 12Q: 3 clusters Score -1.816567e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -18166146.000000 Penalty: 5782.249512
	Iteration 13Q: 3 clusters Score -1.816615e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -18166512.000000 Penalty: 5782.249512
	Iteration 14Q: 3 clusters Score -1.816651e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -18166912.000000 Penalty: 5782.249512
	Iteration 15Q: 3 clusters Score -1.816691e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -18167038.000000 Penalty: 5782.249512
	Iteration 16Q: 3 clusters Score -1.816704e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -18167236.000000 Penalty: 5782.249512
	Iteration 17Q: 3 clusters Score -1.816724e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -18167606.000000 Penalty: 5782.249512
	Iteration 18Q: 3 clusters Score -1.816761e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -18167904.000000 Penalty: 5782.249512
	Iteration 19Q: 3 clusters Score -1.81679e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -18168180.000000 Penalty: 5782.249512
	Iteration 20F: 3 clusters Score -1.816818e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -18168574.000000 Penalty: 5782.249512
	Iteration 21Q: 3 clusters Score -1.816857e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -18168996.000000 Penalty: 5782.249512
	Iteration 22Q: 3 clusters Score -1.8169e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -18169560.000000 Penalty: 5782.249512
	Iteration 23Q: 3 clusters Score -1.816956e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -18170028.000000 Penalty: 5782.249512
	Iteration 24Q: 3 clusters Score -1.817003e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -18170660.000000 Penalty: 5782.249512
	Iteration 25Q: 3 clusters Score -1.817066e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -18171366.000000 Penalty: 5782.249512
	Iteration 26Q: 3 clusters Score -1.817137e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -18172172.000000 Penalty: 5782.249512
	Iteration 27Q: 3 clusters Score -1.817217e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -18172932.000000 Penalty: 5782.249512
	Iteration 28Q: 3 clusters Score -1.817293e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -18174008.000000 Penalty: 5782.249512
	Iteration 29Q: 3 clusters Score -1.817401e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -18175120.000000 Penalty: 5782.249512
	Iteration 30Q: 3 clusters Score -1.817512e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -18176066.000000 Penalty: 5782.249512
	Iteration 31Q: 3 clusters Score -1.817607e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -18177094.000000 Penalty: 5782.249512
	Iteration 32Q: 3 clusters Score -1.817709e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -18177918.000000 Penalty: 5782.249512
	Iteration 33Q: 3 clusters Score -1.817792e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -18178618.000000 Penalty: 5782.249512
	Iteration 34Q: 3 clusters Score -1.817862e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -18179306.000000 Penalty: 5782.249512
	Iteration 35Q: 3 clusters Score -1.817931e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -18179912.000000 Penalty: 5782.249512
	Iteration 36Q: 3 clusters Score -1.817991e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -18181622.000000 Penalty: 5782.249512
	Iteration 37Q: 3 clusters Score -1.818162e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -18182968.000000 Penalty: 5782.249512
	Iteration 38Q: 3 clusters Score -1.818297e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -18183990.000000 Penalty: 5782.249512
	Iteration 39Q: 3 clusters Score -1.818399e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -18184694.000000 Penalty: 5782.249512
	Iteration 40F: 3 clusters Score -1.818469e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -18185052.000000 Penalty: 5782.249512
	Iteration 41Q: 3 clusters Score -1.818505e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 109421 members 
Entering Unmasked Estep 
Score: -18185344.000000 Penalty: 5782.249512
	Iteration 42Q: 3 clusters Score -1.818534e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -18185566.000000 Penalty: 5782.249512
	Iteration 43Q: 3 clusters Score -1.818557e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -18185716.000000 Penalty: 5782.249512
	Iteration 44Q: 3 clusters Score -1.818572e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -18185776.000000 Penalty: 5782.249512
	Iteration 45Q: 3 clusters Score -1.818578e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 111433 members 
Entering Unmasked Estep 
Score: -18185868.000000 Penalty: 5782.249512
	Iteration 46Q: 3 clusters Score -1.818587e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -18185972.000000 Penalty: 5782.249512
	Iteration 47Q: 3 clusters Score -1.818597e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -18186044.000000 Penalty: 5782.249512
	Iteration 48Q: 3 clusters Score -1.818604e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -18186022.000000 Penalty: 5782.249512
	Iteration 49Q: 3 clusters Score -1.818602e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -18186020.000000 Penalty: 5782.249512
	Iteration 50Q: 3 clusters Score -1.818602e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -18186020.000000 Penalty: 5782.249512
	Iteration 51Q: 3 clusters Score -1.818602e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -18186038.000000 Penalty: 5782.249512
	Iteration 52Q: 3 clusters Score -1.818604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -18186030.000000 Penalty: 5782.249512
	Iteration 53Q: 3 clusters Score -1.818603e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -18185984.000000 Penalty: 5782.249512
	Iteration 54Q: 3 clusters Score -1.818598e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -18185976.000000 Penalty: 5782.249512
	Iteration 55Q: 3 clusters Score -1.818598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -18185962.000000 Penalty: 5782.249512
	Iteration 56Q: 3 clusters Score -1.818596e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -18185958.000000 Penalty: 5782.249512
	Iteration 57Q: 3 clusters Score -1.818596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -18185976.000000 Penalty: 5782.249512
	Iteration 58Q: 3 clusters Score -1.818598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -18185962.000000 Penalty: 5782.249512
	Iteration 59Q: 3 clusters Score -1.818596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -18185928.000000 Penalty: 5782.249512
	Iteration 60F: 3 clusters Score -1.818593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -18185930.000000 Penalty: 5782.249512
	Iteration 61Q: 3 clusters Score -1.818593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -18185940.000000 Penalty: 5782.249512
	Iteration 62Q: 3 clusters Score -1.818594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -18185934.000000 Penalty: 5782.249512
	Iteration 63Q: 3 clusters Score -1.818593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -18185944.000000 Penalty: 5782.249512
	Iteration 64Q: 3 clusters Score -1.818594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 5782.249512
	Iteration 65Q: 3 clusters Score -1.818594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -18185954.000000 Penalty: 5782.249512
	Iteration 66Q: 3 clusters Score -1.818595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -18185954.000000 Penalty: 5782.249512
	Iteration 67Q: 3 clusters Score -1.818595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 5782.249512
	Iteration 68Q: 3 clusters Score -1.818594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 5782.249512
	Iteration 69Q: 3 clusters Score -1.818594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -18185930.000000 Penalty: 5782.249512
	Iteration 70Q: 3 clusters Score -1.818593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 5782.249512
	Iteration 71Q: 3 clusters Score -1.818594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -18185930.000000 Penalty: 5782.249512
	Iteration 72Q: 3 clusters Score -1.818593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 113076 members 
Entering Unmasked Estep 
Score: -18185938.000000 Penalty: 5782.249512
	Iteration 73Q: 3 clusters Score -1.818594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -18185932.000000 Penalty: 5782.249512
	Iteration 74Q: 3 clusters Score -1.818593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 113088 members 
Entering Unmasked Estep 
Score: -18185942.000000 Penalty: 5782.249512
	Iteration 75Q: 3 clusters Score -1.818594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -18185944.000000 Penalty: 5782.249512
	Iteration 76Q: 3 clusters Score -1.818594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -18185934.000000 Penalty: 5782.249512
	Iteration 77Q: 3 clusters Score -1.818593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -18185942.000000 Penalty: 5782.249512
	Iteration 78Q: 3 clusters Score -1.818594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -18185940.000000 Penalty: 5782.249512
	Iteration 79Q: 3 clusters Score -1.818594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 113103 members 
Entering Unmasked Estep 
Score: -18185936.000000 Penalty: 5782.249512
	Iteration 80F: 3 clusters Score -1.818594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -18185928.000000 Penalty: 5782.249512
	Iteration 81Q: 3 clusters Score -1.818593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -18185930.000000 Penalty: 5782.249512
	Iteration 82Q: 3 clusters Score -1.818593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -18185922.000000 Penalty: 5782.249512
	Iteration 83Q: 3 clusters Score -1.818592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -18185922.000000 Penalty: 5782.249512
	Iteration 84Q: 3 clusters Score -1.818592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -18185922.000000 Penalty: 5782.249512
	Iteration 85F: 3 clusters Score -1.818592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Entering Unmasked Estep 
Score: -1647765.875000 Penalty: 2315.525635
	Iteration 0F: 2 clusters Score -1647766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1639333.625000 Penalty: 4631.051270
	Iteration 0F: 3 clusters Score -1639334 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1642306.125000 Penalty: 4631.051270
	Iteration 1F: 3 clusters Score -1642306 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1643077.250000 Penalty: 4631.051270
	Iteration 2F: 3 clusters Score -1643077 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1643822.000000 Penalty: 4631.051270
	Iteration 3F: 3 clusters Score -1643822 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1644513.875000 Penalty: 4631.051270
	Iteration 4F: 3 clusters Score -1644514 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1645069.625000 Penalty: 4631.051270
	Iteration 5F: 3 clusters Score -1645070 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1645459.750000 Penalty: 4631.051270
	Iteration 6Q: 3 clusters Score -1645460 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1645696.250000 Penalty: 4631.051270
	Iteration 7Q: 3 clusters Score -1645696 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1645824.750000 Penalty: 4631.051270
	Iteration 8Q: 3 clusters Score -1645825 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1645938.500000 Penalty: 4631.051270
	Iteration 9Q: 3 clusters Score -1645938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1646027.750000 Penalty: 4631.051270
	Iteration 10Q: 3 clusters Score -1646028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1646084.875000 Penalty: 4631.051270
	Iteration 11Q: 3 clusters Score -1646085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1646130.375000 Penalty: 4631.051270
	Iteration 12Q: 3 clusters Score -1646130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1646160.250000 Penalty: 4631.051270
	Iteration 13Q: 3 clusters Score -1646160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1646181.625000 Penalty: 4631.051270
	Iteration 14Q: 3 clusters Score -1646182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1646206.375000 Penalty: 4631.051270
	Iteration 15Q: 3 clusters Score -1646206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1646234.875000 Penalty: 4631.051270
	Iteration 16Q: 3 clusters Score -1646235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1646257.000000 Penalty: 4631.051270
	Iteration 17Q: 3 clusters Score -1646257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1646280.375000 Penalty: 4631.051270
	Iteration 18Q: 3 clusters Score -1646280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1646299.250000 Penalty: 4631.051270
	Iteration 19Q: 3 clusters Score -1646299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1646311.000000 Penalty: 4631.051270
	Iteration 20F: 3 clusters Score -1646311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1646320.875000 Penalty: 4631.051270
	Iteration 21Q: 3 clusters Score -1646321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1646333.125000 Penalty: 4631.051270
	Iteration 22Q: 3 clusters Score -1646333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1646332.250000 Penalty: 4631.051270
	Iteration 23Q: 3 clusters Score -1646332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1646336.625000 Penalty: 4631.051270
	Iteration 24Q: 3 clusters Score -1646337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1646349.500000 Penalty: 4631.051270
	Iteration 25Q: 3 clusters Score -1646350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1646349.000000 Penalty: 4631.051270
	Iteration 26Q: 3 clusters Score -1646349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1646351.125000 Penalty: 4631.051270
	Iteration 27Q: 3 clusters Score -1646351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1646356.125000 Penalty: 4631.051270
	Iteration 28Q: 3 clusters Score -1646356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1646357.750000 Penalty: 4631.051270
	Iteration 29Q: 3 clusters Score -1646358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1646355.500000 Penalty: 4631.051270
	Iteration 30Q: 3 clusters Score -1646356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1646360.000000 Penalty: 4631.051270
	Iteration 31Q: 3 clusters Score -1646360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1646367.125000 Penalty: 4631.051270
	Iteration 32Q: 3 clusters Score -1646367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1646367.500000 Penalty: 4631.051270
	Iteration 33Q: 3 clusters Score -1646368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1646366.250000 Penalty: 4631.051270
	Iteration 34Q: 3 clusters Score -1646366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1646368.875000 Penalty: 4631.051270
	Iteration 35Q: 3 clusters Score -1646369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1646369.875000 Penalty: 4631.051270
	Iteration 36Q: 3 clusters Score -1646370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1646372.000000 Penalty: 4631.051270
	Iteration 37Q: 3 clusters Score -1646372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1646378.625000 Penalty: 4631.051270
	Iteration 38Q: 3 clusters Score -1646379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1646376.250000 Penalty: 4631.051270
	Iteration 39Q: 3 clusters Score -1646376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1646374.125000 Penalty: 4631.051270
	Iteration 40F: 3 clusters Score -1646374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1646374.750000 Penalty: 4631.051270
	Iteration 41Q: 3 clusters Score -1646375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1646376.625000 Penalty: 4631.051270
	Iteration 42Q: 3 clusters Score -1646377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1646381.000000 Penalty: 4631.051270
	Iteration 43Q: 3 clusters Score -1646381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1646381.875000 Penalty: 4631.051270
	Iteration 44Q: 3 clusters Score -1646382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1646381.250000 Penalty: 4631.051270
	Iteration 45Q: 3 clusters Score -1646381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1646386.125000 Penalty: 4631.051270
	Iteration 46Q: 3 clusters Score -1646386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1646385.750000 Penalty: 4631.051270
	Iteration 47Q: 3 clusters Score -1646386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1646385.750000 Penalty: 4631.051270
	Iteration 48Q: 3 clusters Score -1646386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1646383.750000 Penalty: 4631.051270
	Iteration 49Q: 3 clusters Score -1646384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1646385.875000 Penalty: 4631.051270
	Iteration 50Q: 3 clusters Score -1646386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1646389.000000 Penalty: 4631.051270
	Iteration 51Q: 3 clusters Score -1646389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1646394.375000 Penalty: 4631.051270
	Iteration 52Q: 3 clusters Score -1646394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1646391.875000 Penalty: 4631.051270
	Iteration 53Q: 3 clusters Score -1646392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1646395.000000 Penalty: 4631.051270
	Iteration 54Q: 3 clusters Score -1646395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1646396.125000 Penalty: 4631.051270
	Iteration 55Q: 3 clusters Score -1646396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1646398.875000 Penalty: 4631.051270
	Iteration 56Q: 3 clusters Score -1646399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1646399.750000 Penalty: 4631.051270
	Iteration 57Q: 3 clusters Score -1646400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1646396.000000 Penalty: 4631.051270
	Iteration 58Q: 3 clusters Score -1646396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1646397.875000 Penalty: 4631.051270
	Iteration 59Q: 3 clusters Score -1646398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1646394.000000 Penalty: 4631.051270
	Iteration 60F: 3 clusters Score -1646394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1646397.250000 Penalty: 4631.051270
	Iteration 61Q: 3 clusters Score -1646397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1646401.000000 Penalty: 4631.051270
	Iteration 62Q: 3 clusters Score -1646401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1646398.625000 Penalty: 4631.051270
	Iteration 63Q: 3 clusters Score -1646399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1646399.500000 Penalty: 4631.051270
	Iteration 64Q: 3 clusters Score -1646400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1646403.000000 Penalty: 4631.051270
	Iteration 65Q: 3 clusters Score -1646403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1646401.250000 Penalty: 4631.051270
	Iteration 66Q: 3 clusters Score -1646401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1646402.875000 Penalty: 4631.051270
	Iteration 67Q: 3 clusters Score -1646403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1646403.000000 Penalty: 4631.051270
	Iteration 68Q: 3 clusters Score -1646403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1646403.000000 Penalty: 4631.051270
	Iteration 69F: 3 clusters Score -1646403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Entering Unmasked Estep 
Score: -16278407.000000 Penalty: 2862.832031
	Iteration 0F: 2 clusters Score -1.627841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -16214660.000000 Penalty: 5725.664062
	Iteration 0F: 3 clusters Score -1.621466e+07 nChanged 48831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -16242659.000000 Penalty: 5725.664062
	Iteration 1F: 3 clusters Score -1.624266e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -16243576.000000 Penalty: 5725.664062
	Iteration 2Q: 3 clusters Score -1.624358e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -16244501.000000 Penalty: 5725.664062
	Iteration 3Q: 3 clusters Score -1.62445e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -16245559.000000 Penalty: 5725.664062
	Iteration 4Q: 3 clusters Score -1.624556e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -16246774.000000 Penalty: 5725.664062
	Iteration 5Q: 3 clusters Score -1.624677e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -16248087.000000 Penalty: 5725.664062
	Iteration 6Q: 3 clusters Score -1.624809e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -16249499.000000 Penalty: 5725.664062
	Iteration 7Q: 3 clusters Score -1.62495e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -16251025.000000 Penalty: 5725.664062
	Iteration 8Q: 3 clusters Score -1.625102e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -16252851.000000 Penalty: 5725.664062
	Iteration 9Q: 3 clusters Score -1.625285e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -16254657.000000 Penalty: 5725.664062
	Iteration 10Q: 3 clusters Score -1.625466e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -16256629.000000 Penalty: 5725.664062
	Iteration 11Q: 3 clusters Score -1.625663e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -16258668.000000 Penalty: 5725.664062
	Iteration 12Q: 3 clusters Score -1.625867e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -16260573.000000 Penalty: 5725.664062
	Iteration 13Q: 3 clusters Score -1.626057e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -16262325.000000 Penalty: 5725.664062
	Iteration 14Q: 3 clusters Score -1.626232e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -16264090.000000 Penalty: 5725.664062
	Iteration 15Q: 3 clusters Score -1.626409e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -16265201.000000 Penalty: 5725.664062
	Iteration 16Q: 3 clusters Score -1.62652e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -16265827.000000 Penalty: 5725.664062
	Iteration 17Q: 3 clusters Score -1.626583e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -16266317.000000 Penalty: 5725.664062
	Iteration 18Q: 3 clusters Score -1.626632e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -16266603.000000 Penalty: 5725.664062
	Iteration 19Q: 3 clusters Score -1.62666e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -16266879.000000 Penalty: 5725.664062
	Iteration 20F: 3 clusters Score -1.626688e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -16267162.000000 Penalty: 5725.664062
	Iteration 21Q: 3 clusters Score -1.626716e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -16267355.000000 Penalty: 5725.664062
	Iteration 22Q: 3 clusters Score -1.626736e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -16267690.000000 Penalty: 5725.664062
	Iteration 23Q: 3 clusters Score -1.626769e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -16267850.000000 Penalty: 5725.664062
	Iteration 24Q: 3 clusters Score -1.626785e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -16268078.000000 Penalty: 5725.664062
	Iteration 25Q: 3 clusters Score -1.626808e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -16268289.000000 Penalty: 5725.664062
	Iteration 26Q: 3 clusters Score -1.626829e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -16268388.000000 Penalty: 5725.664062
	Iteration 27Q: 3 clusters Score -1.626839e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -16268493.000000 Penalty: 5725.664062
	Iteration 28Q: 3 clusters Score -1.626849e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -16268680.000000 Penalty: 5725.664062
	Iteration 29Q: 3 clusters Score -1.626868e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -16268874.000000 Penalty: 5725.664062
	Iteration 30Q: 3 clusters Score -1.626887e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -16269010.000000 Penalty: 5725.664062
	Iteration 31Q: 3 clusters Score -1.626901e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -16269170.000000 Penalty: 5725.664062
	Iteration 32Q: 3 clusters Score -1.626917e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -16269253.000000 Penalty: 5725.664062
	Iteration 33Q: 3 clusters Score -1.626925e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -16269393.000000 Penalty: 5725.664062
	Iteration 34Q: 3 clusters Score -1.626939e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -16269476.000000 Penalty: 5725.664062
	Iteration 35Q: 3 clusters Score -1.626948e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -16269635.000000 Penalty: 5725.664062
	Iteration 36Q: 3 clusters Score -1.626964e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -16269747.000000 Penalty: 5725.664062
	Iteration 37Q: 3 clusters Score -1.626975e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -16269902.000000 Penalty: 5725.664062
	Iteration 38Q: 3 clusters Score -1.62699e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -16270051.000000 Penalty: 5725.664062
	Iteration 39Q: 3 clusters Score -1.627005e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -16270172.000000 Penalty: 5725.664062
	Iteration 40F: 3 clusters Score -1.627017e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -16270276.000000 Penalty: 5725.664062
	Iteration 41Q: 3 clusters Score -1.627028e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -16270396.000000 Penalty: 5725.664062
	Iteration 42Q: 3 clusters Score -1.62704e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -16270529.000000 Penalty: 5725.664062
	Iteration 43Q: 3 clusters Score -1.627053e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -16270713.000000 Penalty: 5725.664062
	Iteration 44Q: 3 clusters Score -1.627071e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -16270896.000000 Penalty: 5725.664062
	Iteration 45Q: 3 clusters Score -1.62709e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -16271074.000000 Penalty: 5725.664062
	Iteration 46Q: 3 clusters Score -1.627107e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -16271280.000000 Penalty: 5725.664062
	Iteration 47Q: 3 clusters Score -1.627128e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -16271427.000000 Penalty: 5725.664062
	Iteration 48Q: 3 clusters Score -1.627143e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -16271545.000000 Penalty: 5725.664062
	Iteration 49Q: 3 clusters Score -1.627154e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -16271708.000000 Penalty: 5725.664062
	Iteration 50Q: 3 clusters Score -1.627171e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -16271877.000000 Penalty: 5725.664062
	Iteration 51Q: 3 clusters Score -1.627188e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -16272108.000000 Penalty: 5725.664062
	Iteration 52Q: 3 clusters Score -1.627211e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -16272341.000000 Penalty: 5725.664062
	Iteration 53Q: 3 clusters Score -1.627234e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -16272494.000000 Penalty: 5725.664062
	Iteration 54Q: 3 clusters Score -1.627249e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -16272703.000000 Penalty: 5725.664062
	Iteration 55Q: 3 clusters Score -1.62727e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -16272857.000000 Penalty: 5725.664062
	Iteration 56Q: 3 clusters Score -1.627286e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -16273035.000000 Penalty: 5725.664062
	Iteration 57Q: 3 clusters Score -1.627304e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -16273284.000000 Penalty: 5725.664062
	Iteration 58Q: 3 clusters Score -1.627328e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -16273419.000000 Penalty: 5725.664062
	Iteration 59Q: 3 clusters Score -1.627342e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -16273605.000000 Penalty: 5725.664062
	Iteration 60F: 3 clusters Score -1.62736e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -16273788.000000 Penalty: 5725.664062
	Iteration 61Q: 3 clusters Score -1.627379e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -16273975.000000 Penalty: 5725.664062
	Iteration 62Q: 3 clusters Score -1.627398e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -16274259.000000 Penalty: 5725.664062
	Iteration 63Q: 3 clusters Score -1.627426e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -16274506.000000 Penalty: 5725.664062
	Iteration 64Q: 3 clusters Score -1.627451e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -16274677.000000 Penalty: 5725.664062
	Iteration 65Q: 3 clusters Score -1.627468e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -16274841.000000 Penalty: 5725.664062
	Iteration 66Q: 3 clusters Score -1.627484e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -16275021.000000 Penalty: 5725.664062
	Iteration 67Q: 3 clusters Score -1.627502e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -16275177.000000 Penalty: 5725.664062
	Iteration 68Q: 3 clusters Score -1.627518e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -16275321.000000 Penalty: 5725.664062
	Iteration 69Q: 3 clusters Score -1.627532e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -16275482.000000 Penalty: 5725.664062
	Iteration 70Q: 3 clusters Score -1.627548e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -16275559.000000 Penalty: 5725.664062
	Iteration 71Q: 3 clusters Score -1.627556e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100057 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -16275656.000000 Penalty: 5725.664062
	Iteration 72Q: 3 clusters Score -1.627566e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -16275804.000000 Penalty: 5725.664062
	Iteration 73Q: 3 clusters Score -1.62758e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -16275859.000000 Penalty: 5725.664062
	Iteration 74Q: 3 clusters Score -1.627586e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16275928.000000 Penalty: 5725.664062
	Iteration 75Q: 3 clusters Score -1.627593e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -16275988.000000 Penalty: 5725.664062
	Iteration 76Q: 3 clusters Score -1.627599e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -16276101.000000 Penalty: 5725.664062
	Iteration 77Q: 3 clusters Score -1.62761e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -16276164.000000 Penalty: 5725.664062
	Iteration 78Q: 3 clusters Score -1.627616e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -16276214.000000 Penalty: 5725.664062
	Iteration 79Q: 3 clusters Score -1.627621e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -16276249.000000 Penalty: 5725.664062
	Iteration 80F: 3 clusters Score -1.627625e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -16276286.000000 Penalty: 5725.664062
	Iteration 81Q: 3 clusters Score -1.627629e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16276321.000000 Penalty: 5725.664062
	Iteration 82Q: 3 clusters Score -1.627632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -16276324.000000 Penalty: 5725.664062
	Iteration 83Q: 3 clusters Score -1.627632e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16276344.000000 Penalty: 5725.664062
	Iteration 84Q: 3 clusters Score -1.627634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16276377.000000 Penalty: 5725.664062
	Iteration 85Q: 3 clusters Score -1.627638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -16276400.000000 Penalty: 5725.664062
	Iteration 86Q: 3 clusters Score -1.62764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16276415.000000 Penalty: 5725.664062
	Iteration 87Q: 3 clusters Score -1.627642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16276424.000000 Penalty: 5725.664062
	Iteration 88Q: 3 clusters Score -1.627642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16276425.000000 Penalty: 5725.664062
	Iteration 89Q: 3 clusters Score -1.627642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16276443.000000 Penalty: 5725.664062
	Iteration 90Q: 3 clusters Score -1.627644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16276466.000000 Penalty: 5725.664062
	Iteration 91Q: 3 clusters Score -1.627647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16276478.000000 Penalty: 5725.664062
	Iteration 92Q: 3 clusters Score -1.627648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16276494.000000 Penalty: 5725.664062
	Iteration 93Q: 3 clusters Score -1.627649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16276487.000000 Penalty: 5725.664062
	Iteration 94Q: 3 clusters Score -1.627649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16276496.000000 Penalty: 5725.664062
	Iteration 95Q: 3 clusters Score -1.62765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16276514.000000 Penalty: 5725.664062
	Iteration 96Q: 3 clusters Score -1.627651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -16276501.000000 Penalty: 5725.664062
	Iteration 97Q: 3 clusters Score -1.62765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -16276522.000000 Penalty: 5725.664062
	Iteration 98Q: 3 clusters Score -1.627652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16276506.000000 Penalty: 5725.664062
	Iteration 99Q: 3 clusters Score -1.627651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -16276520.000000 Penalty: 5725.664062
	Iteration 100F: 3 clusters Score -1.627652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16276538.000000 Penalty: 5725.664062
	Iteration 101Q: 3 clusters Score -1.627654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16276546.000000 Penalty: 5725.664062
	Iteration 102Q: 3 clusters Score -1.627655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16276544.000000 Penalty: 5725.664062
	Iteration 103Q: 3 clusters Score -1.627654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16276543.000000 Penalty: 5725.664062
	Iteration 104Q: 3 clusters Score -1.627654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16276540.000000 Penalty: 5725.664062
	Iteration 105Q: 3 clusters Score -1.627654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16276559.000000 Penalty: 5725.664062
	Iteration 106Q: 3 clusters Score -1.627656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16276562.000000 Penalty: 5725.664062
	Iteration 107Q: 3 clusters Score -1.627656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -16276563.000000 Penalty: 5725.664062
	Iteration 108Q: 3 clusters Score -1.627656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -16276572.000000 Penalty: 5725.664062
	Iteration 109Q: 3 clusters Score -1.627657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -16276559.000000 Penalty: 5725.664062
	Iteration 110Q: 3 clusters Score -1.627656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16276580.000000 Penalty: 5725.664062
	Iteration 111Q: 3 clusters Score -1.627658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16276586.000000 Penalty: 5725.664062
	Iteration 112Q: 3 clusters Score -1.627659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16276576.000000 Penalty: 5725.664062
	Iteration 113Q: 3 clusters Score -1.627658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16276580.000000 Penalty: 5725.664062
	Iteration 114Q: 3 clusters Score -1.627658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16276583.000000 Penalty: 5725.664062
	Iteration 115Q: 3 clusters Score -1.627658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16276592.000000 Penalty: 5725.664062
	Iteration 116Q: 3 clusters Score -1.627659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16276592.000000 Penalty: 5725.664062
	Iteration 117Q: 3 clusters Score -1.627659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16276590.000000 Penalty: 5725.664062
	Iteration 118Q: 3 clusters Score -1.627659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16276590.000000 Penalty: 5725.664062
	Iteration 119F: 3 clusters Score -1.627659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1543538.000000 Penalty: 2295.578369
	Iteration 0F: 2 clusters Score -1543538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1535595.875000 Penalty: 4591.156738
	Iteration 0F: 3 clusters Score -1535596 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1538047.875000 Penalty: 4591.156738
	Iteration 1F: 3 clusters Score -1538048 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1538468.500000 Penalty: 4591.156738
	Iteration 2F: 3 clusters Score -1538468 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1538794.750000 Penalty: 4591.156738
	Iteration 3F: 3 clusters Score -1538795 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1539120.500000 Penalty: 4591.156738
	Iteration 4F: 3 clusters Score -1539120 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1539449.875000 Penalty: 4591.156738
	Iteration 5Q: 3 clusters Score -1539450 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1539744.625000 Penalty: 4591.156738
	Iteration 6Q: 3 clusters Score -1539745 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1540027.875000 Penalty: 4591.156738
	Iteration 7Q: 3 clusters Score -1540028 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1540270.875000 Penalty: 4591.156738
	Iteration 8Q: 3 clusters Score -1540271 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1540481.750000 Penalty: 4591.156738
	Iteration 9Q: 3 clusters Score -1540482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1540683.000000 Penalty: 4591.156738
	Iteration 10Q: 3 clusters Score -1540683 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1540865.875000 Penalty: 4591.156738
	Iteration 11Q: 3 clusters Score -1540866 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1541034.250000 Penalty: 4591.156738
	Iteration 12Q: 3 clusters Score -1541034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1541171.000000 Penalty: 4591.156738
	Iteration 13Q: 3 clusters Score -1541171 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1541282.375000 Penalty: 4591.156738
	Iteration 14Q: 3 clusters Score -1541282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1541384.250000 Penalty: 4591.156738
	Iteration 15Q: 3 clusters Score -1541384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1541480.750000 Penalty: 4591.156738
	Iteration 16Q: 3 clusters Score -1541481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1541581.500000 Penalty: 4591.156738
	Iteration 17Q: 3 clusters Score -1541582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1541677.250000 Penalty: 4591.156738
	Iteration 18Q: 3 clusters Score -1541677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1541757.250000 Penalty: 4591.156738
	Iteration 19Q: 3 clusters Score -1541757 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1541838.250000 Penalty: 4591.156738
	Iteration 20F: 3 clusters Score -1541838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1541903.625000 Penalty: 4591.156738
	Iteration 21Q: 3 clusters Score -1541904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1541946.375000 Penalty: 4591.156738
	Iteration 22Q: 3 clusters Score -1541946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1541982.625000 Penalty: 4591.156738
	Iteration 23Q: 3 clusters Score -1541983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1542000.500000 Penalty: 4591.156738
	Iteration 24Q: 3 clusters Score -1542000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1542015.500000 Penalty: 4591.156738
	Iteration 25Q: 3 clusters Score -1542016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1542030.875000 Penalty: 4591.156738
	Iteration 26Q: 3 clusters Score -1542031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1542037.625000 Penalty: 4591.156738
	Iteration 27Q: 3 clusters Score -1542038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1542044.250000 Penalty: 4591.156738
	Iteration 28Q: 3 clusters Score -1542044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1542047.875000 Penalty: 4591.156738
	Iteration 29Q: 3 clusters Score -1542048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1542044.625000 Penalty: 4591.156738
	Iteration 30Q: 3 clusters Score -1542045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1542047.500000 Penalty: 4591.156738
	Iteration 31Q: 3 clusters Score -1542048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1542053.500000 Penalty: 4591.156738
	Iteration 32Q: 3 clusters Score -1542054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1542055.250000 Penalty: 4591.156738
	Iteration 33Q: 3 clusters Score -1542055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1542054.250000 Penalty: 4591.156738
	Iteration 34Q: 3 clusters Score -1542054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1542057.250000 Penalty: 4591.156738
	Iteration 35Q: 3 clusters Score -1542057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1542056.000000 Penalty: 4591.156738
	Iteration 36Q: 3 clusters Score -1542056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1542058.750000 Penalty: 4591.156738
	Iteration 37Q: 3 clusters Score -1542059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1542059.750000 Penalty: 4591.156738
	Iteration 38Q: 3 clusters Score -1542060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1542063.625000 Penalty: 4591.156738
	Iteration 39Q: 3 clusters Score -1542064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1542068.875000 Penalty: 4591.156738
	Iteration 40F: 3 clusters Score -1542069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1542067.250000 Penalty: 4591.156738
	Iteration 41Q: 3 clusters Score -1542067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1542069.625000 Penalty: 4591.156738
	Iteration 42Q: 3 clusters Score -1542070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1542069.625000 Penalty: 4591.156738
	Iteration 43Q: 3 clusters Score -1542070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1542075.125000 Penalty: 4591.156738
	Iteration 44Q: 3 clusters Score -1542075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1542074.125000 Penalty: 4591.156738
	Iteration 45Q: 3 clusters Score -1542074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1542073.000000 Penalty: 4591.156738
	Iteration 46Q: 3 clusters Score -1542073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1542075.000000 Penalty: 4591.156738
	Iteration 47Q: 3 clusters Score -1542075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1542075.875000 Penalty: 4591.156738
	Iteration 48Q: 3 clusters Score -1542076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1542075.875000 Penalty: 4591.156738
	Iteration 49F: 3 clusters Score -1542076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Entering Unmasked Estep 
Score: -3375605.750000 Penalty: 2474.714600
	Iteration 0F: 2 clusters Score -3375606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3360565.000000 Penalty: 4949.429199
	Iteration 0F: 3 clusters Score -3360565 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3365920.250000 Penalty: 4949.429199
	Iteration 1F: 3 clusters Score -3365920 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3366505.000000 Penalty: 4949.429199
	Iteration 2F: 3 clusters Score -3366505 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3367118.750000 Penalty: 4949.429199
	Iteration 3F: 3 clusters Score -3367119 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3367826.250000 Penalty: 4949.429199
	Iteration 4F: 3 clusters Score -3367826 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3368656.750000 Penalty: 4949.429199
	Iteration 5F: 3 clusters Score -3368657 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3369473.000000 Penalty: 4949.429199
	Iteration 6F: 3 clusters Score -3369473 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3370118.250000 Penalty: 4949.429199
	Iteration 7F: 3 clusters Score -3370118 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3370655.500000 Penalty: 4949.429199
	Iteration 8Q: 3 clusters Score -3370656 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3371085.000000 Penalty: 4949.429199
	Iteration 9Q: 3 clusters Score -3371085 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3371446.750000 Penalty: 4949.429199
	Iteration 10Q: 3 clusters Score -3371447 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3371754.250000 Penalty: 4949.429199
	Iteration 11Q: 3 clusters Score -3371754 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3372052.250000 Penalty: 4949.429199
	Iteration 12Q: 3 clusters Score -3372052 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3372323.250000 Penalty: 4949.429199
	Iteration 13Q: 3 clusters Score -3372323 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3372531.250000 Penalty: 4949.429199
	Iteration 14Q: 3 clusters Score -3372531 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3372726.250000 Penalty: 4949.429199
	Iteration 15Q: 3 clusters Score -3372726 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3372911.250000 Penalty: 4949.429199
	Iteration 16Q: 3 clusters Score -3372911 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3373057.500000 Penalty: 4949.429199
	Iteration 17Q: 3 clusters Score -3373058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3373147.750000 Penalty: 4949.429199
	Iteration 18Q: 3 clusters Score -3373148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3373225.000000 Penalty: 4949.429199
	Iteration 19Q: 3 clusters Score -3373225 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3373270.750000 Penalty: 4949.429199
	Iteration 20F: 3 clusters Score -3373271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3373317.250000 Penalty: 4949.429199
	Iteration 21Q: 3 clusters Score -3373317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3373357.000000 Penalty: 4949.429199
	Iteration 22Q: 3 clusters Score -3373357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3373375.250000 Penalty: 4949.429199
	Iteration 23Q: 3 clusters Score -3373375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3373389.750000 Penalty: 4949.429199
	Iteration 24Q: 3 clusters Score -3373390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3373425.000000 Penalty: 4949.429199
	Iteration 25Q: 3 clusters Score -3373425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3373454.500000 Penalty: 4949.429199
	Iteration 26Q: 3 clusters Score -3373454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3373478.500000 Penalty: 4949.429199
	Iteration 27Q: 3 clusters Score -3373478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3373492.750000 Penalty: 4949.429199
	Iteration 28Q: 3 clusters Score -3373493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3373504.500000 Penalty: 4949.429199
	Iteration 29Q: 3 clusters Score -3373504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3373509.500000 Penalty: 4949.429199
	Iteration 30Q: 3 clusters Score -3373510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3373517.750000 Penalty: 4949.429199
	Iteration 31Q: 3 clusters Score -3373518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3373525.750000 Penalty: 4949.429199
	Iteration 32Q: 3 clusters Score -3373526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3373528.750000 Penalty: 4949.429199
	Iteration 33Q: 3 clusters Score -3373529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3373533.750000 Penalty: 4949.429199
	Iteration 34Q: 3 clusters Score -3373534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3373532.500000 Penalty: 4949.429199
	Iteration 35Q: 3 clusters Score -3373532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3373540.750000 Penalty: 4949.429199
	Iteration 36Q: 3 clusters Score -3373541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3373546.000000 Penalty: 4949.429199
	Iteration 37Q: 3 clusters Score -3373546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3373550.500000 Penalty: 4949.429199
	Iteration 38Q: 3 clusters Score -3373550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3373548.500000 Penalty: 4949.429199
	Iteration 39Q: 3 clusters Score -3373548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3373555.000000 Penalty: 4949.429199
	Iteration 40F: 3 clusters Score -3373555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3373556.250000 Penalty: 4949.429199
	Iteration 41Q: 3 clusters Score -3373556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3373557.000000 Penalty: 4949.429199
	Iteration 42Q: 3 clusters Score -3373557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3373560.000000 Penalty: 4949.429199
	Iteration 43Q: 3 clusters Score -3373560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3373560.250000 Penalty: 4949.429199
	Iteration 44Q: 3 clusters Score -3373560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3373560.250000 Penalty: 4949.429199
	Iteration 45Q: 3 clusters Score -3373560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3373560.250000 Penalty: 4949.429199
	Iteration 46Q: 3 clusters Score -3373560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3373561.500000 Penalty: 4949.429199
	Iteration 47Q: 3 clusters Score -3373562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3373559.750000 Penalty: 4949.429199
	Iteration 48Q: 3 clusters Score -3373560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3373563.500000 Penalty: 4949.429199
	Iteration 49Q: 3 clusters Score -3373564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3373563.500000 Penalty: 4949.429199
	Iteration 50F: 3 clusters Score -3373564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Entering Unmasked Estep 
Score: -2225468.750000 Penalty: 2382.460938
	Iteration 0F: 2 clusters Score -2225469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2214829.750000 Penalty: 4764.921875
	Iteration 0F: 3 clusters Score -2214830 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2218551.750000 Penalty: 4764.921875
	Iteration 1F: 3 clusters Score -2218552 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2219313.000000 Penalty: 4764.921875
	Iteration 2F: 3 clusters Score -2219313 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2220065.000000 Penalty: 4764.921875
	Iteration 3F: 3 clusters Score -2220065 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2220721.500000 Penalty: 4764.921875
	Iteration 4F: 3 clusters Score -2220722 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2221316.000000 Penalty: 4764.921875
	Iteration 5F: 3 clusters Score -2221316 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2221829.000000 Penalty: 4764.921875
	Iteration 6F: 3 clusters Score -2221829 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2222231.500000 Penalty: 4764.921875
	Iteration 7Q: 3 clusters Score -2222232 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2222541.500000 Penalty: 4764.921875
	Iteration 8Q: 3 clusters Score -2222542 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2222815.500000 Penalty: 4764.921875
	Iteration 9Q: 3 clusters Score -2222816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2223041.250000 Penalty: 4764.921875
	Iteration 10Q: 3 clusters Score -2223041 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2223219.250000 Penalty: 4764.921875
	Iteration 11Q: 3 clusters Score -2223219 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2223360.750000 Penalty: 4764.921875
	Iteration 12Q: 3 clusters Score -2223361 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2223478.250000 Penalty: 4764.921875
	Iteration 13Q: 3 clusters Score -2223478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2223590.250000 Penalty: 4764.921875
	Iteration 14Q: 3 clusters Score -2223590 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2223697.500000 Penalty: 4764.921875
	Iteration 15Q: 3 clusters Score -2223698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2223775.500000 Penalty: 4764.921875
	Iteration 16Q: 3 clusters Score -2223776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2223833.750000 Penalty: 4764.921875
	Iteration 17Q: 3 clusters Score -2223834 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2223902.000000 Penalty: 4764.921875
	Iteration 18Q: 3 clusters Score -2223902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2223954.500000 Penalty: 4764.921875
	Iteration 19Q: 3 clusters Score -2223954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2223999.000000 Penalty: 4764.921875
	Iteration 20F: 3 clusters Score -2223999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2224037.250000 Penalty: 4764.921875
	Iteration 21Q: 3 clusters Score -2224037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2224080.750000 Penalty: 4764.921875
	Iteration 22Q: 3 clusters Score -2224081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2224106.750000 Penalty: 4764.921875
	Iteration 23Q: 3 clusters Score -2224107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2224138.500000 Penalty: 4764.921875
	Iteration 24Q: 3 clusters Score -2224138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2224166.000000 Penalty: 4764.921875
	Iteration 25Q: 3 clusters Score -2224166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2224188.250000 Penalty: 4764.921875
	Iteration 26Q: 3 clusters Score -2224188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2224209.000000 Penalty: 4764.921875
	Iteration 27Q: 3 clusters Score -2224209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2224225.500000 Penalty: 4764.921875
	Iteration 28Q: 3 clusters Score -2224226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2224234.750000 Penalty: 4764.921875
	Iteration 29Q: 3 clusters Score -2224235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2224243.500000 Penalty: 4764.921875
	Iteration 30Q: 3 clusters Score -2224244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2224248.750000 Penalty: 4764.921875
	Iteration 31Q: 3 clusters Score -2224249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2224254.750000 Penalty: 4764.921875
	Iteration 32Q: 3 clusters Score -2224255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2224264.500000 Penalty: 4764.921875
	Iteration 33Q: 3 clusters Score -2224264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2224275.500000 Penalty: 4764.921875
	Iteration 34Q: 3 clusters Score -2224276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2224282.500000 Penalty: 4764.921875
	Iteration 35Q: 3 clusters Score -2224282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2224285.250000 Penalty: 4764.921875
	Iteration 36Q: 3 clusters Score -2224285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2224288.750000 Penalty: 4764.921875
	Iteration 37Q: 3 clusters Score -2224289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2224295.500000 Penalty: 4764.921875
	Iteration 38Q: 3 clusters Score -2224296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2224304.000000 Penalty: 4764.921875
	Iteration 39Q: 3 clusters Score -2224304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2224305.500000 Penalty: 4764.921875
	Iteration 40F: 3 clusters Score -2224306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2224316.000000 Penalty: 4764.921875
	Iteration 41Q: 3 clusters Score -2224316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2224325.000000 Penalty: 4764.921875
	Iteration 42Q: 3 clusters Score -2224325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2224328.750000 Penalty: 4764.921875
	Iteration 43Q: 3 clusters Score -2224329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2224332.000000 Penalty: 4764.921875
	Iteration 44Q: 3 clusters Score -2224332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2224334.750000 Penalty: 4764.921875
	Iteration 45Q: 3 clusters Score -2224335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2224346.500000 Penalty: 4764.921875
	Iteration 46Q: 3 clusters Score -2224346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2224356.250000 Penalty: 4764.921875
	Iteration 47Q: 3 clusters Score -2224356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2224378.500000 Penalty: 4764.921875
	Iteration 48Q: 3 clusters Score -2224378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2224393.750000 Penalty: 4764.921875
	Iteration 49Q: 3 clusters Score -2224394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2224409.000000 Penalty: 4764.921875
	Iteration 50Q: 3 clusters Score -2224409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2224431.500000 Penalty: 4764.921875
	Iteration 51Q: 3 clusters Score -2224432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2224450.250000 Penalty: 4764.921875
	Iteration 52Q: 3 clusters Score -2224450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2224474.000000 Penalty: 4764.921875
	Iteration 53Q: 3 clusters Score -2224474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2224505.250000 Penalty: 4764.921875
	Iteration 54Q: 3 clusters Score -2224505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2224530.250000 Penalty: 4764.921875
	Iteration 55Q: 3 clusters Score -2224530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2224552.250000 Penalty: 4764.921875
	Iteration 56Q: 3 clusters Score -2224552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2224588.250000 Penalty: 4764.921875
	Iteration 57Q: 3 clusters Score -2224588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2224631.250000 Penalty: 4764.921875
	Iteration 58Q: 3 clusters Score -2224631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2224653.750000 Penalty: 4764.921875
	Iteration 59Q: 3 clusters Score -2224654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2224668.500000 Penalty: 4764.921875
	Iteration 60F: 3 clusters Score -2224668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2224690.000000 Penalty: 4764.921875
	Iteration 61Q: 3 clusters Score -2224690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2224707.750000 Penalty: 4764.921875
	Iteration 62Q: 3 clusters Score -2224708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2224709.250000 Penalty: 4764.921875
	Iteration 63Q: 3 clusters Score -2224709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2224718.750000 Penalty: 4764.921875
	Iteration 64Q: 3 clusters Score -2224719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2224721.500000 Penalty: 4764.921875
	Iteration 65Q: 3 clusters Score -2224722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2224726.000000 Penalty: 4764.921875
	Iteration 66Q: 3 clusters Score -2224726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2224725.500000 Penalty: 4764.921875
	Iteration 67Q: 3 clusters Score -2224726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2224729.750000 Penalty: 4764.921875
	Iteration 68Q: 3 clusters Score -2224730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2224725.750000 Penalty: 4764.921875
	Iteration 69Q: 3 clusters Score -2224726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2224731.000000 Penalty: 4764.921875
	Iteration 70Q: 3 clusters Score -2224731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2224732.250000 Penalty: 4764.921875
	Iteration 71Q: 3 clusters Score -2224732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2224732.250000 Penalty: 4764.921875
	Iteration 72F: 3 clusters Score -2224732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Entering Unmasked Estep 
Score: -9900407.000000 Penalty: 2742.612305
	Iteration 0F: 2 clusters Score -9900407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -9857809.000000 Penalty: 5485.224609
	Iteration 0F: 3 clusters Score -9857809 nChanged 29674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -9874846.000000 Penalty: 5485.224609
	Iteration 1F: 3 clusters Score -9874846 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -9876171.000000 Penalty: 5485.224609
	Iteration 2Q: 3 clusters Score -9876171 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9877985.000000 Penalty: 5485.224609
	Iteration 3F: 3 clusters Score -9877985 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -9880310.000000 Penalty: 5485.224609
	Iteration 4F: 3 clusters Score -9880310 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -9882662.000000 Penalty: 5485.224609
	Iteration 5F: 3 clusters Score -9882662 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -9884747.000000 Penalty: 5485.224609
	Iteration 6F: 3 clusters Score -9884747 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -9886055.000000 Penalty: 5485.224609
	Iteration 7F: 3 clusters Score -9886055 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -9886954.000000 Penalty: 5485.224609
	Iteration 8Q: 3 clusters Score -9886954 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -9887424.000000 Penalty: 5485.224609
	Iteration 9Q: 3 clusters Score -9887424 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9887764.000000 Penalty: 5485.224609
	Iteration 10Q: 3 clusters Score -9887764 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -9888003.000000 Penalty: 5485.224609
	Iteration 11Q: 3 clusters Score -9888003 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9888184.000000 Penalty: 5485.224609
	Iteration 12Q: 3 clusters Score -9888184 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -9888314.000000 Penalty: 5485.224609
	Iteration 13Q: 3 clusters Score -9888314 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -9888466.000000 Penalty: 5485.224609
	Iteration 14Q: 3 clusters Score -9888466 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -9888675.000000 Penalty: 5485.224609
	Iteration 15Q: 3 clusters Score -9888675 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -9888883.000000 Penalty: 5485.224609
	Iteration 16Q: 3 clusters Score -9888883 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -9889186.000000 Penalty: 5485.224609
	Iteration 17Q: 3 clusters Score -9889186 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9889586.000000 Penalty: 5485.224609
	Iteration 18Q: 3 clusters Score -9889586 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -9890190.000000 Penalty: 5485.224609
	Iteration 19Q: 3 clusters Score -9890190 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -9891008.000000 Penalty: 5485.224609
	Iteration 20F: 3 clusters Score -9891008 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9892006.000000 Penalty: 5485.224609
	Iteration 21Q: 3 clusters Score -9892006 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -9893175.000000 Penalty: 5485.224609
	Iteration 22Q: 3 clusters Score -9893175 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -9894356.000000 Penalty: 5485.224609
	Iteration 23Q: 3 clusters Score -9894356 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -9895441.000000 Penalty: 5485.224609
	Iteration 24Q: 3 clusters Score -9895441 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -9896246.000000 Penalty: 5485.224609
	Iteration 25Q: 3 clusters Score -9896246 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -9896851.000000 Penalty: 5485.224609
	Iteration 26Q: 3 clusters Score -9896851 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -9897266.000000 Penalty: 5485.224609
	Iteration 27Q: 3 clusters Score -9897266 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -9897522.000000 Penalty: 5485.224609
	Iteration 28Q: 3 clusters Score -9897522 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -9897657.000000 Penalty: 5485.224609
	Iteration 29Q: 3 clusters Score -9897657 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -9897818.000000 Penalty: 5485.224609
	Iteration 30Q: 3 clusters Score -9897818 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -9897892.000000 Penalty: 5485.224609
	Iteration 31Q: 3 clusters Score -9897892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -9897953.000000 Penalty: 5485.224609
	Iteration 32Q: 3 clusters Score -9897953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -9898037.000000 Penalty: 5485.224609
	Iteration 33Q: 3 clusters Score -9898037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -9898109.000000 Penalty: 5485.224609
	Iteration 34Q: 3 clusters Score -9898109 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -9898110.000000 Penalty: 5485.224609
	Iteration 35Q: 3 clusters Score -9898110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -9898142.000000 Penalty: 5485.224609
	Iteration 36Q: 3 clusters Score -9898142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9898165.000000 Penalty: 5485.224609
	Iteration 37Q: 3 clusters Score -9898165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -9898176.000000 Penalty: 5485.224609
	Iteration 38Q: 3 clusters Score -9898176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -9898214.000000 Penalty: 5485.224609
	Iteration 39Q: 3 clusters Score -9898214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -9898227.000000 Penalty: 5485.224609
	Iteration 40F: 3 clusters Score -9898227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -9898230.000000 Penalty: 5485.224609
	Iteration 41Q: 3 clusters Score -9898230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -9898236.000000 Penalty: 5485.224609
	Iteration 42Q: 3 clusters Score -9898236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -9898249.000000 Penalty: 5485.224609
	Iteration 43Q: 3 clusters Score -9898249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -9898257.000000 Penalty: 5485.224609
	Iteration 44Q: 3 clusters Score -9898257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -9898270.000000 Penalty: 5485.224609
	Iteration 45Q: 3 clusters Score -9898270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -9898292.000000 Penalty: 5485.224609
	Iteration 46Q: 3 clusters Score -9898292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -9898310.000000 Penalty: 5485.224609
	Iteration 47Q: 3 clusters Score -9898310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -9898316.000000 Penalty: 5485.224609
	Iteration 48Q: 3 clusters Score -9898316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9898312.000000 Penalty: 5485.224609
	Iteration 49Q: 3 clusters Score -9898312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -9898325.000000 Penalty: 5485.224609
	Iteration 50Q: 3 clusters Score -9898325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -9898328.000000 Penalty: 5485.224609
	Iteration 51Q: 3 clusters Score -9898328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -9898338.000000 Penalty: 5485.224609
	Iteration 52Q: 3 clusters Score -9898338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -9898355.000000 Penalty: 5485.224609
	Iteration 53Q: 3 clusters Score -9898355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -9898359.000000 Penalty: 5485.224609
	Iteration 54Q: 3 clusters Score -9898359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -9898349.000000 Penalty: 5485.224609
	Iteration 55Q: 3 clusters Score -9898349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -9898358.000000 Penalty: 5485.224609
	Iteration 56Q: 3 clusters Score -9898358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -9898351.000000 Penalty: 5485.224609
	Iteration 57Q: 3 clusters Score -9898351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -9898356.000000 Penalty: 5485.224609
	Iteration 58Q: 3 clusters Score -9898356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -9898353.000000 Penalty: 5485.224609
	Iteration 59Q: 3 clusters Score -9898353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -9898362.000000 Penalty: 5485.224609
	Iteration 60F: 3 clusters Score -9898362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -9898366.000000 Penalty: 5485.224609
	Iteration 61Q: 3 clusters Score -9898366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9898364.000000 Penalty: 5485.224609
	Iteration 62Q: 3 clusters Score -9898364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9898364.000000 Penalty: 5485.224609
	Iteration 63F: 3 clusters Score -9898364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -444816.375000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -444816.4 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 1517 members 
Entering Unmasked Estep 
Score: -441673.250000 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -441673.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -442631.312500 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -442631.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -443270.500000 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -443270.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -443800.656250 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -443800.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -444073.062500 Penalty: 3976.584473
	Iteration 4F: 3 clusters Score -444073.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -444217.906250 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -444217.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -444302.875000 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -444302.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -444350.968750 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -444351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -444397.062500 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -444397.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -444423.812500 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -444423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -444443.562500 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -444443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -444459.218750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -444459.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -444469.843750 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -444469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -444478.750000 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -444478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -444482.875000 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -444482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -444492.437500 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -444492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -444501.875000 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -444501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -444505.468750 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -444505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -444507.375000 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -444507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -444509.062500 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -444509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -444509.843750 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -444509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -444510.375000 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -444510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -444510.375000 Penalty: 3976.584473
	Iteration 22F: 3 clusters Score -444510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -178946.562500 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -178946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176891.796875 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -176891.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -177210.031250 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -177210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -177288.000000 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -177288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -177327.875000 Penalty: 3522.022705
	Iteration 3Q: 3 clusters Score -177327.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -177350.046875 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -177350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177362.937500 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -177362.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177371.656250 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -177371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -177381.046875 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -177381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177382.187500 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -177382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177382.187500 Penalty: 3522.022705
	Iteration 9F: 3 clusters Score -177382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Entering Unmasked Estep 
Score: -2103891.500000 Penalty: 2369.075439
	Iteration 0F: 2 clusters Score -2103892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2093648.375000 Penalty: 4738.150879
	Iteration 0F: 3 clusters Score -2093648 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2096892.375000 Penalty: 4738.150879
	Iteration 1F: 3 clusters Score -2096892 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2097306.500000 Penalty: 4738.150879
	Iteration 2F: 3 clusters Score -2097306 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2097653.250000 Penalty: 4738.150879
	Iteration 3F: 3 clusters Score -2097653 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2097985.500000 Penalty: 4738.150879
	Iteration 4Q: 3 clusters Score -2097986 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2098318.500000 Penalty: 4738.150879
	Iteration 5Q: 3 clusters Score -2098318 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2098736.500000 Penalty: 4738.150879
	Iteration 6Q: 3 clusters Score -2098736 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2099195.500000 Penalty: 4738.150879
	Iteration 7Q: 3 clusters Score -2099196 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2099649.250000 Penalty: 4738.150879
	Iteration 8Q: 3 clusters Score -2099649 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2100153.500000 Penalty: 4738.150879
	Iteration 9Q: 3 clusters Score -2100154 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2100579.000000 Penalty: 4738.150879
	Iteration 10Q: 3 clusters Score -2100579 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2100926.750000 Penalty: 4738.150879
	Iteration 11Q: 3 clusters Score -2100927 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2101141.250000 Penalty: 4738.150879
	Iteration 12Q: 3 clusters Score -2101141 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2101303.250000 Penalty: 4738.150879
	Iteration 13Q: 3 clusters Score -2101303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2101436.500000 Penalty: 4738.150879
	Iteration 14Q: 3 clusters Score -2101436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2101546.750000 Penalty: 4738.150879
	Iteration 15Q: 3 clusters Score -2101547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2101638.750000 Penalty: 4738.150879
	Iteration 16Q: 3 clusters Score -2101639 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2101746.250000 Penalty: 4738.150879
	Iteration 17Q: 3 clusters Score -2101746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2101833.750000 Penalty: 4738.150879
	Iteration 18Q: 3 clusters Score -2101834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2101934.500000 Penalty: 4738.150879
	Iteration 19Q: 3 clusters Score -2101934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2102070.250000 Penalty: 4738.150879
	Iteration 20F: 3 clusters Score -2102070 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2102210.500000 Penalty: 4738.150879
	Iteration 21Q: 3 clusters Score -2102210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2102325.250000 Penalty: 4738.150879
	Iteration 22Q: 3 clusters Score -2102325 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2102438.250000 Penalty: 4738.150879
	Iteration 23Q: 3 clusters Score -2102438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2102493.000000 Penalty: 4738.150879
	Iteration 24Q: 3 clusters Score -2102493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2102536.250000 Penalty: 4738.150879
	Iteration 25Q: 3 clusters Score -2102536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2102556.750000 Penalty: 4738.150879
	Iteration 26Q: 3 clusters Score -2102557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2102574.750000 Penalty: 4738.150879
	Iteration 27Q: 3 clusters Score -2102575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2102581.000000 Penalty: 4738.150879
	Iteration 28Q: 3 clusters Score -2102581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2102590.000000 Penalty: 4738.150879
	Iteration 29Q: 3 clusters Score -2102590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2102599.750000 Penalty: 4738.150879
	Iteration 30Q: 3 clusters Score -2102600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2102601.250000 Penalty: 4738.150879
	Iteration 31Q: 3 clusters Score -2102601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2102604.500000 Penalty: 4738.150879
	Iteration 32Q: 3 clusters Score -2102604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2102605.750000 Penalty: 4738.150879
	Iteration 33Q: 3 clusters Score -2102606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2102605.250000 Penalty: 4738.150879
	Iteration 34Q: 3 clusters Score -2102605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2102606.000000 Penalty: 4738.150879
	Iteration 35Q: 3 clusters Score -2102606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2102607.250000 Penalty: 4738.150879
	Iteration 36Q: 3 clusters Score -2102607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2102609.250000 Penalty: 4738.150879
	Iteration 37Q: 3 clusters Score -2102609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2102612.000000 Penalty: 4738.150879
	Iteration 38Q: 3 clusters Score -2102612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2102610.000000 Penalty: 4738.150879
	Iteration 39Q: 3 clusters Score -2102610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2102609.750000 Penalty: 4738.150879
	Iteration 40F: 3 clusters Score -2102610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2102612.500000 Penalty: 4738.150879
	Iteration 41Q: 3 clusters Score -2102612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2102614.000000 Penalty: 4738.150879
	Iteration 42Q: 3 clusters Score -2102614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2102614.000000 Penalty: 4738.150879
	Iteration 43F: 3 clusters Score -2102614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -797793.125000 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -797793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -793128.000000 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -793128 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -794296.250000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -794296.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -794576.687500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -794576.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -794754.437500 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -794754.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -794902.687500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -794902.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -795049.562500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -795049.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -795157.000000 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -795157 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -795263.250000 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -795263.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -795349.812500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -795349.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -795408.750000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -795408.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -795459.062500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -795459.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -795496.437500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -795496.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -795531.375000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -795531.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -795560.250000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -795560.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -795590.250000 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -795590.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -795627.937500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -795627.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -795669.250000 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -795669.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -795727.625000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -795727.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -795805.875000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -795805.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -795895.687500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -795895.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -796006.875000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -796006.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -796114.562500 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -796114.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -796227.937500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -796227.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -796316.750000 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -796316.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -796373.937500 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -796373.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -796416.187500 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -796416.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -796448.500000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -796448.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -796485.812500 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -796485.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -796515.750000 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -796515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -796538.375000 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -796538.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -796561.187500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -796561.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -796581.687500 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -796581.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -796601.000000 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -796601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -796615.875000 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -796615.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -796629.562500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -796629.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -796648.125000 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -796648.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -796671.187500 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -796671.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -796697.750000 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -796697.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -796731.125000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -796731.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -796761.562500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -796761.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -796776.750000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -796776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -796787.812500 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -796787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -796792.500000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -796792.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -796800.500000 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -796800.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -796809.937500 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -796809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -796822.500000 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -796822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -796835.687500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -796835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -796855.562500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -796855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -796894.500000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -796894.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -796952.250000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -796952.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -797012.687500 Penalty: 4253.803711
	Iteration 50Q: 3 clusters Score -797012.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -797060.562500 Penalty: 4253.803711
	Iteration 51Q: 3 clusters Score -797060.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -797111.437500 Penalty: 4253.803711
	Iteration 52Q: 3 clusters Score -797111.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -797179.000000 Penalty: 4253.803711
	Iteration 53Q: 3 clusters Score -797179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -797230.812500 Penalty: 4253.803711
	Iteration 54Q: 3 clusters Score -797230.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -797276.500000 Penalty: 4253.803711
	Iteration 55Q: 3 clusters Score -797276.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -797319.187500 Penalty: 4253.803711
	Iteration 56Q: 3 clusters Score -797319.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -797356.812500 Penalty: 4253.803711
	Iteration 57Q: 3 clusters Score -797356.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -797416.562500 Penalty: 4253.803711
	Iteration 58Q: 3 clusters Score -797416.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -797492.062500 Penalty: 4253.803711
	Iteration 59Q: 3 clusters Score -797492.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -797565.375000 Penalty: 4253.803711
	Iteration 60F: 3 clusters Score -797565.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -797748.875000 Penalty: 4253.803711
	Iteration 61Q: 3 clusters Score -797748.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -797870.500000 Penalty: 4253.803711
	Iteration 62Q: 3 clusters Score -797870.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -797929.750000 Penalty: 4253.803711
	Iteration 63Q: 3 clusters Score -797929.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -797966.375000 Penalty: 4253.803711
	Iteration 64Q: 3 clusters Score -797966.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -797993.062500 Penalty: 4253.803711
	Iteration 65Q: 3 clusters Score -797993.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -798006.062500 Penalty: 4253.803711
	Iteration 66Q: 3 clusters Score -798006.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -798014.125000 Penalty: 4253.803711
	Iteration 67Q: 3 clusters Score -798014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -798018.875000 Penalty: 4253.803711
	Iteration 68Q: 3 clusters Score -798018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -798021.500000 Penalty: 4253.803711
	Iteration 69Q: 3 clusters Score -798021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -798022.562500 Penalty: 4253.803711
	Iteration 70Q: 3 clusters Score -798022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -798023.062500 Penalty: 4253.803711
	Iteration 71F: 3 clusters Score -798023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -798024.937500 Penalty: 4253.803711
	Iteration 72Q: 3 clusters Score -798024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -798024.187500 Penalty: 4253.803711
	Iteration 73Q: 3 clusters Score -798024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -798028.125000 Penalty: 4253.803711
	Iteration 74Q: 3 clusters Score -798028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -798030.812500 Penalty: 4253.803711
	Iteration 75Q: 3 clusters Score -798030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -798029.375000 Penalty: 4253.803711
	Iteration 76Q: 3 clusters Score -798029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -798030.500000 Penalty: 4253.803711
	Iteration 77Q: 3 clusters Score -798030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -798032.187500 Penalty: 4253.803711
	Iteration 78Q: 3 clusters Score -798032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -798035.000000 Penalty: 4253.803711
	Iteration 79Q: 3 clusters Score -798035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -798035.000000 Penalty: 4253.803711
	Iteration 80F: 3 clusters Score -798035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64380 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115585 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103123 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 34995 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Mstep: Class 45 contains 1778 members 
Entering Unmasked Estep 
Score: -120407416.000000 Penalty: 151630.234375
Splitting cluster 15 changes total score from -120408640.000000 to -120407416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -106536.320312 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -106536.3 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 329 members 
Entering Unmasked Estep 
Score: -104835.468750 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -104835.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105034.601562 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -105034.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105087.242188 Penalty: 3243.634766
	Iteration 2Q: 3 clusters Score -105087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105112.937500 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -105112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105139.335938 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -105139.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105148.367188 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -105148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105150.765625 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -105150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105153.546875 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -105153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105154.664062 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -105154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105154.664062 Penalty: 3243.634766
	Iteration 9F: 3 clusters Score -105154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Entering Unmasked Estep 
Score: -4501358.500000 Penalty: 2546.384521
	Iteration 0F: 2 clusters Score -4501358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4481523.500000 Penalty: 5092.769043
	Iteration 0F: 3 clusters Score -4481524 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4488637.000000 Penalty: 5092.769043
	Iteration 1F: 3 clusters Score -4488637 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4489304.500000 Penalty: 5092.769043
	Iteration 2F: 3 clusters Score -4489304 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4490099.500000 Penalty: 5092.769043
	Iteration 3F: 3 clusters Score -4490100 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4491019.500000 Penalty: 5092.769043
	Iteration 4F: 3 clusters Score -4491020 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4492084.000000 Penalty: 5092.769043
	Iteration 5F: 3 clusters Score -4492084 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4493162.000000 Penalty: 5092.769043
	Iteration 6F: 3 clusters Score -4493162 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4494075.500000 Penalty: 5092.769043
	Iteration 7F: 3 clusters Score -4494076 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4494712.000000 Penalty: 5092.769043
	Iteration 8Q: 3 clusters Score -4494712 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -4495231.000000 Penalty: 5092.769043
	Iteration 9Q: 3 clusters Score -4495231 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4495594.000000 Penalty: 5092.769043
	Iteration 10Q: 3 clusters Score -4495594 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -4495858.500000 Penalty: 5092.769043
	Iteration 11Q: 3 clusters Score -4495858 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4496102.000000 Penalty: 5092.769043
	Iteration 12Q: 3 clusters Score -4496102 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4496353.000000 Penalty: 5092.769043
	Iteration 13Q: 3 clusters Score -4496353 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4496617.000000 Penalty: 5092.769043
	Iteration 14Q: 3 clusters Score -4496617 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -4496917.000000 Penalty: 5092.769043
	Iteration 15Q: 3 clusters Score -4496917 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4497183.000000 Penalty: 5092.769043
	Iteration 16Q: 3 clusters Score -4497183 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4497480.500000 Penalty: 5092.769043
	Iteration 17Q: 3 clusters Score -4497480 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4497794.500000 Penalty: 5092.769043
	Iteration 18Q: 3 clusters Score -4497794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4498081.500000 Penalty: 5092.769043
	Iteration 19Q: 3 clusters Score -4498082 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4498277.000000 Penalty: 5092.769043
	Iteration 20F: 3 clusters Score -4498277 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4498494.500000 Penalty: 5092.769043
	Iteration 21Q: 3 clusters Score -4498494 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4498639.000000 Penalty: 5092.769043
	Iteration 22Q: 3 clusters Score -4498639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4498770.500000 Penalty: 5092.769043
	Iteration 23Q: 3 clusters Score -4498770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -4498903.500000 Penalty: 5092.769043
	Iteration 24Q: 3 clusters Score -4498904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4498997.500000 Penalty: 5092.769043
	Iteration 25Q: 3 clusters Score -4498998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4499077.500000 Penalty: 5092.769043
	Iteration 26Q: 3 clusters Score -4499078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4499166.000000 Penalty: 5092.769043
	Iteration 27Q: 3 clusters Score -4499166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4499225.500000 Penalty: 5092.769043
	Iteration 28Q: 3 clusters Score -4499226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4499283.500000 Penalty: 5092.769043
	Iteration 29Q: 3 clusters Score -4499284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4499340.000000 Penalty: 5092.769043
	Iteration 30Q: 3 clusters Score -4499340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4499377.000000 Penalty: 5092.769043
	Iteration 31Q: 3 clusters Score -4499377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4499400.000000 Penalty: 5092.769043
	Iteration 32Q: 3 clusters Score -4499400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4499418.500000 Penalty: 5092.769043
	Iteration 33Q: 3 clusters Score -4499418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4499422.000000 Penalty: 5092.769043
	Iteration 34Q: 3 clusters Score -4499422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4499430.500000 Penalty: 5092.769043
	Iteration 35Q: 3 clusters Score -4499430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4499445.000000 Penalty: 5092.769043
	Iteration 36Q: 3 clusters Score -4499445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4499456.500000 Penalty: 5092.769043
	Iteration 37Q: 3 clusters Score -4499456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4499460.500000 Penalty: 5092.769043
	Iteration 38Q: 3 clusters Score -4499460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4499468.000000 Penalty: 5092.769043
	Iteration 39Q: 3 clusters Score -4499468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4499476.500000 Penalty: 5092.769043
	Iteration 40F: 3 clusters Score -4499476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4499471.500000 Penalty: 5092.769043
	Iteration 41Q: 3 clusters Score -4499472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4499482.000000 Penalty: 5092.769043
	Iteration 42Q: 3 clusters Score -4499482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4499484.000000 Penalty: 5092.769043
	Iteration 43Q: 3 clusters Score -4499484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4499489.500000 Penalty: 5092.769043
	Iteration 44Q: 3 clusters Score -4499490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4499486.000000 Penalty: 5092.769043
	Iteration 45Q: 3 clusters Score -4499486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4499485.000000 Penalty: 5092.769043
	Iteration 46Q: 3 clusters Score -4499485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4499487.500000 Penalty: 5092.769043
	Iteration 47Q: 3 clusters Score -4499488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4499498.500000 Penalty: 5092.769043
	Iteration 48Q: 3 clusters Score -4499498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4499495.500000 Penalty: 5092.769043
	Iteration 49Q: 3 clusters Score -4499496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4499496.000000 Penalty: 5092.769043
	Iteration 50Q: 3 clusters Score -4499496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4499496.000000 Penalty: 5092.769043
	Iteration 51F: 3 clusters Score -4499496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -736744.875000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -736744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -732282.437500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -732282.4 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -733377.875000 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -733377.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -733628.312500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -733628.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -733813.187500 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -733813.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -733962.250000 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -733962.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -734103.625000 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -734103.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -734246.437500 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -734246.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -734384.062500 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -734384.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -734531.937500 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -734531.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -734648.062500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -734648.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -734764.187500 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -734764.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -734898.812500 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -734898.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -735003.000000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -735003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -735079.562500 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -735079.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -735148.625000 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -735148.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -735193.125000 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -735193.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -735220.687500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -735220.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -735242.937500 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -735242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -735252.562500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -735252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -735256.375000 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -735256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -735262.500000 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -735262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -735266.562500 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -735266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -735270.250000 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -735270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -735271.500000 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -735271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -735272.000000 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -735272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -735273.500000 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -735273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -735273.500000 Penalty: 4214.000977
	Iteration 26F: 3 clusters Score -735273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -163308.421875 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -163308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161344.343750 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -161344.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -161658.062500 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -161658.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161765.500000 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -161765.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161862.750000 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -161862.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -161942.828125 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -161942.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162015.375000 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -162015.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -162068.468750 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -162068.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162111.500000 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -162111.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162143.359375 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -162143.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162182.828125 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -162182.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -162260.343750 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -162260.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162431.328125 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -162431.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162613.734375 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -162613.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162807.656250 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -162807.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163264.187500 Penalty: 3465.795166
	Iteration 14Q: 3 clusters Score -163264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -163480.671875 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -163480.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163519.046875 Penalty: 3465.795166
	Iteration 16Q: 3 clusters Score -163519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -163552.390625 Penalty: 3465.795166
	Iteration 17Q: 3 clusters Score -163552.4 nChanged 6
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: -163570.593750 Penalty: 3465.795166
	Iteration 18Q: 3 clusters Score -163570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -163585.593750 Penalty: 3465.795166
	Iteration 19Q: 3 clusters Score -163585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163589.546875 Penalty: 3465.795166
	Iteration 20F: 3 clusters Score -163589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -163594.843750 Penalty: 3465.795166
	Iteration 21Q: 3 clusters Score -163594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -163594.843750 Penalty: 3465.795166
	Iteration 22F: 3 clusters Score -163594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64380 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115585 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103123 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 34995 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Mstep: Class 45 contains 452 members 
Entering Unmasked Estep 
Score: -120407192.000000 Penalty: 151630.234375
Splitting cluster 19 changes total score from -120408640.000000 to -120407192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -55546.667969 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -55546.67 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 218 members 
Entering Unmasked Estep 
Score: -54154.382812 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -54154.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54325.347656 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -54325.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54391.441406 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -54391.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54431.257812 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -54431.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54446.765625 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -54446.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54469.496094 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -54469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54498.683594 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -54498.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54504.808594 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -54504.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54510.250000 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -54510.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54512.117188 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -54512.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54512.117188 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -54512.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -3365348.250000 Penalty: 2475.678955
	Iteration 0F: 2 clusters Score -3365348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3350257.250000 Penalty: 4951.357910
	Iteration 0F: 3 clusters Score -3350257 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3355443.750000 Penalty: 4951.357910
	Iteration 1F: 3 clusters Score -3355444 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3356162.750000 Penalty: 4951.357910
	Iteration 2F: 3 clusters Score -3356163 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3357051.500000 Penalty: 4951.357910
	Iteration 3F: 3 clusters Score -3357052 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3358119.500000 Penalty: 4951.357910
	Iteration 4F: 3 clusters Score -3358120 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3359096.000000 Penalty: 4951.357910
	Iteration 5F: 3 clusters Score -3359096 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3359940.250000 Penalty: 4951.357910
	Iteration 6F: 3 clusters Score -3359940 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3360586.000000 Penalty: 4951.357910
	Iteration 7Q: 3 clusters Score -3360586 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3361153.250000 Penalty: 4951.357910
	Iteration 8Q: 3 clusters Score -3361153 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3361606.750000 Penalty: 4951.357910
	Iteration 9Q: 3 clusters Score -3361607 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3361979.250000 Penalty: 4951.357910
	Iteration 10Q: 3 clusters Score -3361979 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3362251.500000 Penalty: 4951.357910
	Iteration 11Q: 3 clusters Score -3362252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3362505.250000 Penalty: 4951.357910
	Iteration 12Q: 3 clusters Score -3362505 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3362699.500000 Penalty: 4951.357910
	Iteration 13Q: 3 clusters Score -3362700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3362833.000000 Penalty: 4951.357910
	Iteration 14Q: 3 clusters Score -3362833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3362936.500000 Penalty: 4951.357910
	Iteration 15Q: 3 clusters Score -3362936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3363028.750000 Penalty: 4951.357910
	Iteration 16Q: 3 clusters Score -3363029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3363100.500000 Penalty: 4951.357910
	Iteration 17Q: 3 clusters Score -3363100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3363152.250000 Penalty: 4951.357910
	Iteration 18Q: 3 clusters Score -3363152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3363189.000000 Penalty: 4951.357910
	Iteration 19Q: 3 clusters Score -3363189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3363213.250000 Penalty: 4951.357910
	Iteration 20F: 3 clusters Score -3363213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3363225.500000 Penalty: 4951.357910
	Iteration 21Q: 3 clusters Score -3363226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3363236.250000 Penalty: 4951.357910
	Iteration 22Q: 3 clusters Score -3363236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3363248.000000 Penalty: 4951.357910
	Iteration 23Q: 3 clusters Score -3363248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3363249.000000 Penalty: 4951.357910
	Iteration 24Q: 3 clusters Score -3363249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3363252.750000 Penalty: 4951.357910
	Iteration 25Q: 3 clusters Score -3363253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3363260.250000 Penalty: 4951.357910
	Iteration 26Q: 3 clusters Score -3363260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3363270.500000 Penalty: 4951.357910
	Iteration 27Q: 3 clusters Score -3363270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3363271.000000 Penalty: 4951.357910
	Iteration 28Q: 3 clusters Score -3363271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3363275.000000 Penalty: 4951.357910
	Iteration 29Q: 3 clusters Score -3363275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3363274.500000 Penalty: 4951.357910
	Iteration 30Q: 3 clusters Score -3363274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3363279.000000 Penalty: 4951.357910
	Iteration 31Q: 3 clusters Score -3363279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3363282.000000 Penalty: 4951.357910
	Iteration 32Q: 3 clusters Score -3363282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3363288.500000 Penalty: 4951.357910
	Iteration 33Q: 3 clusters Score -3363288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3363287.000000 Penalty: 4951.357910
	Iteration 34Q: 3 clusters Score -3363287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3363287.000000 Penalty: 4951.357910
	Iteration 35F: 3 clusters Score -3363287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Entering Unmasked Estep 
Score: -1881278.375000 Penalty: 2341.853760
	Iteration 0F: 2 clusters Score -1881278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1871967.750000 Penalty: 4683.707520
	Iteration 0F: 3 clusters Score -1871968 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1875035.750000 Penalty: 4683.707520
	Iteration 1F: 3 clusters Score -1875036 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1875545.750000 Penalty: 4683.707520
	Iteration 2F: 3 clusters Score -1875546 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1876047.750000 Penalty: 4683.707520
	Iteration 3F: 3 clusters Score -1876048 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1876519.625000 Penalty: 4683.707520
	Iteration 4F: 3 clusters Score -1876520 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1876993.750000 Penalty: 4683.707520
	Iteration 5F: 3 clusters Score -1876994 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1877482.250000 Penalty: 4683.707520
	Iteration 6F: 3 clusters Score -1877482 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1878023.125000 Penalty: 4683.707520
	Iteration 7F: 3 clusters Score -1878023 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1878527.250000 Penalty: 4683.707520
	Iteration 8Q: 3 clusters Score -1878527 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1878987.000000 Penalty: 4683.707520
	Iteration 9Q: 3 clusters Score -1878987 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1879347.500000 Penalty: 4683.707520
	Iteration 10Q: 3 clusters Score -1879348 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1879587.875000 Penalty: 4683.707520
	Iteration 11Q: 3 clusters Score -1879588 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1879789.000000 Penalty: 4683.707520
	Iteration 12Q: 3 clusters Score -1879789 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1879954.125000 Penalty: 4683.707520
	Iteration 13Q: 3 clusters Score -1879954 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1880094.250000 Penalty: 4683.707520
	Iteration 14Q: 3 clusters Score -1880094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1880197.500000 Penalty: 4683.707520
	Iteration 15Q: 3 clusters Score -1880198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1880272.625000 Penalty: 4683.707520
	Iteration 16Q: 3 clusters Score -1880273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1880327.375000 Penalty: 4683.707520
	Iteration 17Q: 3 clusters Score -1880327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1880356.000000 Penalty: 4683.707520
	Iteration 18Q: 3 clusters Score -1880356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1880381.250000 Penalty: 4683.707520
	Iteration 19Q: 3 clusters Score -1880381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1880399.125000 Penalty: 4683.707520
	Iteration 20F: 3 clusters Score -1880399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1880408.500000 Penalty: 4683.707520
	Iteration 21Q: 3 clusters Score -1880408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1880415.375000 Penalty: 4683.707520
	Iteration 22Q: 3 clusters Score -1880415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1880421.750000 Penalty: 4683.707520
	Iteration 23Q: 3 clusters Score -1880422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1880424.875000 Penalty: 4683.707520
	Iteration 24Q: 3 clusters Score -1880425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1880422.750000 Penalty: 4683.707520
	Iteration 25Q: 3 clusters Score -1880423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1880425.875000 Penalty: 4683.707520
	Iteration 26Q: 3 clusters Score -1880426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1880432.000000 Penalty: 4683.707520
	Iteration 27Q: 3 clusters Score -1880432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1880432.000000 Penalty: 4683.707520
	Iteration 28Q: 3 clusters Score -1880432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1880434.625000 Penalty: 4683.707520
	Iteration 29Q: 3 clusters Score -1880435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1880437.625000 Penalty: 4683.707520
	Iteration 30Q: 3 clusters Score -1880438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1880435.625000 Penalty: 4683.707520
	Iteration 31Q: 3 clusters Score -1880436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1880437.500000 Penalty: 4683.707520
	Iteration 32Q: 3 clusters Score -1880438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1880437.500000 Penalty: 4683.707520
	Iteration 33Q: 3 clusters Score -1880438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1880436.625000 Penalty: 4683.707520
	Iteration 34Q: 3 clusters Score -1880437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1880436.625000 Penalty: 4683.707520
	Iteration 35F: 3 clusters Score -1880437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Entering Unmasked Estep 
Score: -2803996.500000 Penalty: 2427.999023
	Iteration 0F: 2 clusters Score -2803996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2791245.750000 Penalty: 4855.998047
	Iteration 0F: 3 clusters Score -2791246 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2795444.000000 Penalty: 4855.998047
	Iteration 1F: 3 clusters Score -2795444 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2795808.000000 Penalty: 4855.998047
	Iteration 2F: 3 clusters Score -2795808 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2796141.500000 Penalty: 4855.998047
	Iteration 3Q: 3 clusters Score -2796142 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2796446.500000 Penalty: 4855.998047
	Iteration 4Q: 3 clusters Score -2796446 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2796795.750000 Penalty: 4855.998047
	Iteration 5Q: 3 clusters Score -2796796 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2797167.250000 Penalty: 4855.998047
	Iteration 6Q: 3 clusters Score -2797167 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2797513.000000 Penalty: 4855.998047
	Iteration 7Q: 3 clusters Score -2797513 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2797896.500000 Penalty: 4855.998047
	Iteration 8Q: 3 clusters Score -2797896 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2798279.750000 Penalty: 4855.998047
	Iteration 9Q: 3 clusters Score -2798280 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2798688.500000 Penalty: 4855.998047
	Iteration 10Q: 3 clusters Score -2798688 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2799116.750000 Penalty: 4855.998047
	Iteration 11Q: 3 clusters Score -2799117 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2799544.000000 Penalty: 4855.998047
	Iteration 12Q: 3 clusters Score -2799544 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2799997.750000 Penalty: 4855.998047
	Iteration 13Q: 3 clusters Score -2799998 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2800436.500000 Penalty: 4855.998047
	Iteration 14Q: 3 clusters Score -2800436 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2800789.250000 Penalty: 4855.998047
	Iteration 15Q: 3 clusters Score -2800789 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2801102.250000 Penalty: 4855.998047
	Iteration 16Q: 3 clusters Score -2801102 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2801354.000000 Penalty: 4855.998047
	Iteration 17Q: 3 clusters Score -2801354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2801536.750000 Penalty: 4855.998047
	Iteration 18Q: 3 clusters Score -2801537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2801642.000000 Penalty: 4855.998047
	Iteration 19Q: 3 clusters Score -2801642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2801722.750000 Penalty: 4855.998047
	Iteration 20F: 3 clusters Score -2801723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2801784.250000 Penalty: 4855.998047
	Iteration 21Q: 3 clusters Score -2801784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2801818.000000 Penalty: 4855.998047
	Iteration 22Q: 3 clusters Score -2801818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2801841.500000 Penalty: 4855.998047
	Iteration 23Q: 3 clusters Score -2801842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2801859.500000 Penalty: 4855.998047
	Iteration 24Q: 3 clusters Score -2801860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2801875.500000 Penalty: 4855.998047
	Iteration 25Q: 3 clusters Score -2801876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2801888.250000 Penalty: 4855.998047
	Iteration 26Q: 3 clusters Score -2801888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2801901.000000 Penalty: 4855.998047
	Iteration 27Q: 3 clusters Score -2801901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2801912.750000 Penalty: 4855.998047
	Iteration 28Q: 3 clusters Score -2801913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2801912.750000 Penalty: 4855.998047
	Iteration 29Q: 3 clusters Score -2801913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2801918.000000 Penalty: 4855.998047
	Iteration 30Q: 3 clusters Score -2801918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2801920.500000 Penalty: 4855.998047
	Iteration 31Q: 3 clusters Score -2801920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2801921.500000 Penalty: 4855.998047
	Iteration 32Q: 3 clusters Score -2801922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2801923.250000 Penalty: 4855.998047
	Iteration 33Q: 3 clusters Score -2801923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2801923.500000 Penalty: 4855.998047
	Iteration 34Q: 3 clusters Score -2801924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2801926.750000 Penalty: 4855.998047
	Iteration 35Q: 3 clusters Score -2801927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2801925.250000 Penalty: 4855.998047
	Iteration 36Q: 3 clusters Score -2801925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2801927.250000 Penalty: 4855.998047
	Iteration 37Q: 3 clusters Score -2801927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2801923.500000 Penalty: 4855.998047
	Iteration 38Q: 3 clusters Score -2801924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2801923.500000 Penalty: 4855.998047
	Iteration 39F: 3 clusters Score -2801924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -25650.566406 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -25650.57 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 148 members 
Entering Unmasked Estep 
Score: -24732.414062 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -24732.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25066.429688 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -25066.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25325.207031 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -25325.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25404.052734 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -25404.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25446.765625 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -25446.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25466.990234 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -25466.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25466.990234 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -25466.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -1268133.125000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -1268133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1261428.750000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -1261429 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1263285.625000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -1263286 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1263589.375000 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -1263589 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1263844.250000 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -1263844 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1264097.750000 Penalty: 4485.086426
	Iteration 4F: 3 clusters Score -1264098 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1264368.625000 Penalty: 4485.086426
	Iteration 5F: 3 clusters Score -1264369 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1264665.000000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -1264665 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1264950.000000 Penalty: 4485.086426
	Iteration 7F: 3 clusters Score -1264950 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1265236.375000 Penalty: 4485.086426
	Iteration 8F: 3 clusters Score -1265236 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1265549.000000 Penalty: 4485.086426
	Iteration 9F: 3 clusters Score -1265549 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1265817.875000 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -1265818 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1266022.750000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -1266023 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1266200.000000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -1266200 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1266349.875000 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -1266350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1266468.750000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -1266469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1266560.750000 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -1266561 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1266631.125000 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -1266631 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1266694.625000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -1266695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1266744.375000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -1266744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1266777.375000 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -1266777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1266796.625000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -1266797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1266811.875000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -1266812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1266822.625000 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -1266823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1266825.000000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -1266825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1266828.250000 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -1266828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1266832.750000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -1266833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1266831.625000 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -1266832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1266833.000000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -1266833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1266833.000000 Penalty: 4485.086426
	Iteration 28F: 3 clusters Score -1266833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Entering Unmasked Estep 
Score: -1567741.000000 Penalty: 2296.971924
	Iteration 0F: 2 clusters Score -1567741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1559775.000000 Penalty: 4593.943848
	Iteration 0F: 3 clusters Score -1559775 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1562181.875000 Penalty: 4593.943848
	Iteration 1F: 3 clusters Score -1562182 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1562546.125000 Penalty: 4593.943848
	Iteration 2F: 3 clusters Score -1562546 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1562872.000000 Penalty: 4593.943848
	Iteration 3F: 3 clusters Score -1562872 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1563239.500000 Penalty: 4593.943848
	Iteration 4F: 3 clusters Score -1563240 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1563662.875000 Penalty: 4593.943848
	Iteration 5F: 3 clusters Score -1563663 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1564195.250000 Penalty: 4593.943848
	Iteration 6F: 3 clusters Score -1564195 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1564816.625000 Penalty: 4593.943848
	Iteration 7F: 3 clusters Score -1564817 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1565382.875000 Penalty: 4593.943848
	Iteration 8F: 3 clusters Score -1565383 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1565894.750000 Penalty: 4593.943848
	Iteration 9F: 3 clusters Score -1565895 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1566383.625000 Penalty: 4593.943848
	Iteration 10Q: 3 clusters Score -1566384 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1566760.500000 Penalty: 4593.943848
	Iteration 11Q: 3 clusters Score -1566760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1566978.125000 Penalty: 4593.943848
	Iteration 12Q: 3 clusters Score -1566978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1567098.625000 Penalty: 4593.943848
	Iteration 13Q: 3 clusters Score -1567099 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1567163.250000 Penalty: 4593.943848
	Iteration 14Q: 3 clusters Score -1567163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1567187.875000 Penalty: 4593.943848
	Iteration 15Q: 3 clusters Score -1567188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1567199.625000 Penalty: 4593.943848
	Iteration 16Q: 3 clusters Score -1567200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1567209.250000 Penalty: 4593.943848
	Iteration 17Q: 3 clusters Score -1567209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1567211.500000 Penalty: 4593.943848
	Iteration 18Q: 3 clusters Score -1567212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1567215.250000 Penalty: 4593.943848
	Iteration 19Q: 3 clusters Score -1567215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1567214.500000 Penalty: 4593.943848
	Iteration 20F: 3 clusters Score -1567214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1567215.375000 Penalty: 4593.943848
	Iteration 21Q: 3 clusters Score -1567215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1567220.125000 Penalty: 4593.943848
	Iteration 22Q: 3 clusters Score -1567220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1567216.125000 Penalty: 4593.943848
	Iteration 23Q: 3 clusters Score -1567216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1567216.500000 Penalty: 4593.943848
	Iteration 24Q: 3 clusters Score -1567216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1567218.125000 Penalty: 4593.943848
	Iteration 25Q: 3 clusters Score -1567218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1567221.625000 Penalty: 4593.943848
	Iteration 26Q: 3 clusters Score -1567222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1567220.000000 Penalty: 4593.943848
	Iteration 27Q: 3 clusters Score -1567220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1567220.625000 Penalty: 4593.943848
	Iteration 28Q: 3 clusters Score -1567221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1567220.625000 Penalty: 4593.943848
	Iteration 29Q: 3 clusters Score -1567221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1567219.750000 Penalty: 4593.943848
	Iteration 30Q: 3 clusters Score -1567220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1567222.875000 Penalty: 4593.943848
	Iteration 31Q: 3 clusters Score -1567223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1567223.250000 Penalty: 4593.943848
	Iteration 32Q: 3 clusters Score -1567223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1567225.375000 Penalty: 4593.943848
	Iteration 33Q: 3 clusters Score -1567225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1567225.375000 Penalty: 4593.943848
	Iteration 34Q: 3 clusters Score -1567225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1567224.250000 Penalty: 4593.943848
	Iteration 35Q: 3 clusters Score -1567224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1567226.000000 Penalty: 4593.943848
	Iteration 36Q: 3 clusters Score -1567226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1567226.875000 Penalty: 4593.943848
	Iteration 37Q: 3 clusters Score -1567227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1567226.875000 Penalty: 4593.943848
	Iteration 38F: 3 clusters Score -1567227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Entering Unmasked Estep 
Score: -3202084.750000 Penalty: 2461.825439
	Iteration 0F: 2 clusters Score -3202085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3187694.250000 Penalty: 4923.650879
	Iteration 0F: 3 clusters Score -3187694 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3192488.500000 Penalty: 4923.650879
	Iteration 1F: 3 clusters Score -3192488 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3192992.000000 Penalty: 4923.650879
	Iteration 2F: 3 clusters Score -3192992 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3193450.500000 Penalty: 4923.650879
	Iteration 3F: 3 clusters Score -3193450 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3193923.500000 Penalty: 4923.650879
	Iteration 4F: 3 clusters Score -3193924 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3194430.250000 Penalty: 4923.650879
	Iteration 5F: 3 clusters Score -3194430 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3194954.750000 Penalty: 4923.650879
	Iteration 6F: 3 clusters Score -3194955 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3195509.250000 Penalty: 4923.650879
	Iteration 7F: 3 clusters Score -3195509 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3196045.000000 Penalty: 4923.650879
	Iteration 8F: 3 clusters Score -3196045 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3196500.250000 Penalty: 4923.650879
	Iteration 9Q: 3 clusters Score -3196500 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3196906.750000 Penalty: 4923.650879
	Iteration 10Q: 3 clusters Score -3196907 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3197246.250000 Penalty: 4923.650879
	Iteration 11Q: 3 clusters Score -3197246 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3197500.500000 Penalty: 4923.650879
	Iteration 12Q: 3 clusters Score -3197500 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3197740.250000 Penalty: 4923.650879
	Iteration 13Q: 3 clusters Score -3197740 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3197971.500000 Penalty: 4923.650879
	Iteration 14Q: 3 clusters Score -3197972 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3198199.000000 Penalty: 4923.650879
	Iteration 15Q: 3 clusters Score -3198199 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3198416.750000 Penalty: 4923.650879
	Iteration 16Q: 3 clusters Score -3198417 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3198614.500000 Penalty: 4923.650879
	Iteration 17Q: 3 clusters Score -3198614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3198823.750000 Penalty: 4923.650879
	Iteration 18Q: 3 clusters Score -3198824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3199035.000000 Penalty: 4923.650879
	Iteration 19Q: 3 clusters Score -3199035 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3199193.500000 Penalty: 4923.650879
	Iteration 20F: 3 clusters Score -3199194 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3199332.500000 Penalty: 4923.650879
	Iteration 21Q: 3 clusters Score -3199332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3199421.750000 Penalty: 4923.650879
	Iteration 22Q: 3 clusters Score -3199422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3199519.500000 Penalty: 4923.650879
	Iteration 23Q: 3 clusters Score -3199520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3199588.500000 Penalty: 4923.650879
	Iteration 24Q: 3 clusters Score -3199588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3199646.750000 Penalty: 4923.650879
	Iteration 25Q: 3 clusters Score -3199647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3199708.000000 Penalty: 4923.650879
	Iteration 26Q: 3 clusters Score -3199708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3199771.500000 Penalty: 4923.650879
	Iteration 27Q: 3 clusters Score -3199772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3199818.500000 Penalty: 4923.650879
	Iteration 28Q: 3 clusters Score -3199818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3199839.000000 Penalty: 4923.650879
	Iteration 29Q: 3 clusters Score -3199839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3199870.500000 Penalty: 4923.650879
	Iteration 30Q: 3 clusters Score -3199870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3199895.750000 Penalty: 4923.650879
	Iteration 31Q: 3 clusters Score -3199896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3199920.750000 Penalty: 4923.650879
	Iteration 32Q: 3 clusters Score -3199921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3199949.250000 Penalty: 4923.650879
	Iteration 33Q: 3 clusters Score -3199949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3199965.500000 Penalty: 4923.650879
	Iteration 34Q: 3 clusters Score -3199966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3199983.250000 Penalty: 4923.650879
	Iteration 35Q: 3 clusters Score -3199983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3199997.500000 Penalty: 4923.650879
	Iteration 36Q: 3 clusters Score -3199998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3200013.250000 Penalty: 4923.650879
	Iteration 37Q: 3 clusters Score -3200013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3200019.750000 Penalty: 4923.650879
	Iteration 38Q: 3 clusters Score -3200020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3200025.000000 Penalty: 4923.650879
	Iteration 39Q: 3 clusters Score -3200025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3200030.750000 Penalty: 4923.650879
	Iteration 40F: 3 clusters Score -3200031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3200033.500000 Penalty: 4923.650879
	Iteration 41Q: 3 clusters Score -3200034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3200038.000000 Penalty: 4923.650879
	Iteration 42Q: 3 clusters Score -3200038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3200044.250000 Penalty: 4923.650879
	Iteration 43Q: 3 clusters Score -3200044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3200041.250000 Penalty: 4923.650879
	Iteration 44Q: 3 clusters Score -3200041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3200043.750000 Penalty: 4923.650879
	Iteration 45Q: 3 clusters Score -3200044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3200041.750000 Penalty: 4923.650879
	Iteration 46Q: 3 clusters Score -3200042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3200041.750000 Penalty: 4923.650879
	Iteration 47Q: 3 clusters Score -3200042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3200045.500000 Penalty: 4923.650879
	Iteration 48Q: 3 clusters Score -3200046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3200044.500000 Penalty: 4923.650879
	Iteration 49Q: 3 clusters Score -3200044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3200044.750000 Penalty: 4923.650879
	Iteration 50Q: 3 clusters Score -3200045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3200047.000000 Penalty: 4923.650879
	Iteration 51Q: 3 clusters Score -3200047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3200047.000000 Penalty: 4923.650879
	Iteration 52F: 3 clusters Score -3200047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Entering Unmasked Estep 
Score: -1360454.125000 Penalty: 2262.946045
	Iteration 0F: 2 clusters Score -1360454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1353309.125000 Penalty: 4525.892090
	Iteration 0F: 3 clusters Score -1353309 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1355531.875000 Penalty: 4525.892090
	Iteration 1F: 3 clusters Score -1355532 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1355996.875000 Penalty: 4525.892090
	Iteration 2F: 3 clusters Score -1355997 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1356477.875000 Penalty: 4525.892090
	Iteration 3F: 3 clusters Score -1356478 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1357054.750000 Penalty: 4525.892090
	Iteration 4F: 3 clusters Score -1357055 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1357712.750000 Penalty: 4525.892090
	Iteration 5F: 3 clusters Score -1357713 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1358251.500000 Penalty: 4525.892090
	Iteration 6F: 3 clusters Score -1358252 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1358591.750000 Penalty: 4525.892090
	Iteration 7Q: 3 clusters Score -1358592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1358834.125000 Penalty: 4525.892090
	Iteration 8Q: 3 clusters Score -1358834 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1359017.000000 Penalty: 4525.892090
	Iteration 9Q: 3 clusters Score -1359017 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1359124.500000 Penalty: 4525.892090
	Iteration 10Q: 3 clusters Score -1359124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1359194.125000 Penalty: 4525.892090
	Iteration 11Q: 3 clusters Score -1359194 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1359228.875000 Penalty: 4525.892090
	Iteration 12Q: 3 clusters Score -1359229 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1359272.000000 Penalty: 4525.892090
	Iteration 13Q: 3 clusters Score -1359272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1359294.125000 Penalty: 4525.892090
	Iteration 14Q: 3 clusters Score -1359294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1359318.250000 Penalty: 4525.892090
	Iteration 15Q: 3 clusters Score -1359318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1359355.750000 Penalty: 4525.892090
	Iteration 16Q: 3 clusters Score -1359356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1359388.875000 Penalty: 4525.892090
	Iteration 17Q: 3 clusters Score -1359389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1359434.500000 Penalty: 4525.892090
	Iteration 18Q: 3 clusters Score -1359434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1359488.625000 Penalty: 4525.892090
	Iteration 19Q: 3 clusters Score -1359489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1359543.875000 Penalty: 4525.892090
	Iteration 20F: 3 clusters Score -1359544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1359596.875000 Penalty: 4525.892090
	Iteration 21Q: 3 clusters Score -1359597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1359663.250000 Penalty: 4525.892090
	Iteration 22Q: 3 clusters Score -1359663 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1359721.000000 Penalty: 4525.892090
	Iteration 23Q: 3 clusters Score -1359721 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1359793.125000 Penalty: 4525.892090
	Iteration 24Q: 3 clusters Score -1359793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1359870.250000 Penalty: 4525.892090
	Iteration 25Q: 3 clusters Score -1359870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1359971.875000 Penalty: 4525.892090
	Iteration 26Q: 3 clusters Score -1359972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1360081.625000 Penalty: 4525.892090
	Iteration 27Q: 3 clusters Score -1360082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1360166.750000 Penalty: 4525.892090
	Iteration 28Q: 3 clusters Score -1360167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1360219.375000 Penalty: 4525.892090
	Iteration 29Q: 3 clusters Score -1360219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1360250.000000 Penalty: 4525.892090
	Iteration 30Q: 3 clusters Score -1360250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1360271.375000 Penalty: 4525.892090
	Iteration 31Q: 3 clusters Score -1360271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1360284.375000 Penalty: 4525.892090
	Iteration 32Q: 3 clusters Score -1360284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1360288.125000 Penalty: 4525.892090
	Iteration 33Q: 3 clusters Score -1360288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1360299.250000 Penalty: 4525.892090
	Iteration 34Q: 3 clusters Score -1360299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1360299.250000 Penalty: 4525.892090
	Iteration 35Q: 3 clusters Score -1360299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1360303.125000 Penalty: 4525.892090
	Iteration 36Q: 3 clusters Score -1360303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1360301.875000 Penalty: 4525.892090
	Iteration 37Q: 3 clusters Score -1360302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1360301.875000 Penalty: 4525.892090
	Iteration 38F: 3 clusters Score -1360302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -913233.500000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -913233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -907980.750000 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -907980.8 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -909430.312500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -909430.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -909727.062500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -909727.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -909922.562500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -909922.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -910080.375000 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -910080.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -910205.937500 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -910205.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -910332.500000 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -910332.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -910447.687500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -910447.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -910566.937500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -910566.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -910665.000000 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -910665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -910743.375000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -910743.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -910823.187500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -910823.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -910916.437500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -910916.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -911002.562500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -911002.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -911079.250000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -911079.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -911148.687500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -911148.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -911214.750000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -911214.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -911266.437500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -911266.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -911295.000000 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -911295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -911313.375000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -911313.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -911330.125000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -911330.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -911339.250000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -911339.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -911344.812500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -911344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -911356.187500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -911356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -911365.812500 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -911365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -911373.000000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -911373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -911378.937500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -911378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -911382.000000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -911382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -911386.812500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -911386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -911389.562500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -911389.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -911393.437500 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -911393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -911395.562500 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -911395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -911396.562500 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -911396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -911397.625000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -911397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -911396.312500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -911396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -911398.937500 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -911398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -911400.875000 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -911400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -911400.937500 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -911400.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -911406.000000 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -911406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -911410.000000 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -911410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -911410.375000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -911410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -911413.750000 Penalty: 4330.262207
	Iteration 41Q: 3 clusters Score -911413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -911413.625000 Penalty: 4330.262207
	Iteration 42Q: 3 clusters Score -911413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -911416.625000 Penalty: 4330.262207
	Iteration 43Q: 3 clusters Score -911416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -911417.062500 Penalty: 4330.262207
	Iteration 44Q: 3 clusters Score -911417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -911417.312500 Penalty: 4330.262207
	Iteration 45Q: 3 clusters Score -911417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -911417.750000 Penalty: 4330.262207
	Iteration 46Q: 3 clusters Score -911417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -911417.375000 Penalty: 4330.262207
	Iteration 47Q: 3 clusters Score -911417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -911416.562500 Penalty: 4330.262207
	Iteration 48Q: 3 clusters Score -911416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -911418.625000 Penalty: 4330.262207
	Iteration 49Q: 3 clusters Score -911418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -911417.500000 Penalty: 4330.262207
	Iteration 50Q: 3 clusters Score -911417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -911419.500000 Penalty: 4330.262207
	Iteration 51Q: 3 clusters Score -911419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -911417.687500 Penalty: 4330.262207
	Iteration 52Q: 3 clusters Score -911417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -911420.375000 Penalty: 4330.262207
	Iteration 53Q: 3 clusters Score -911420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -911423.125000 Penalty: 4330.262207
	Iteration 54Q: 3 clusters Score -911423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -911422.875000 Penalty: 4330.262207
	Iteration 55Q: 3 clusters Score -911422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -911424.250000 Penalty: 4330.262207
	Iteration 56Q: 3 clusters Score -911424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -911427.062500 Penalty: 4330.262207
	Iteration 57Q: 3 clusters Score -911427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -911429.875000 Penalty: 4330.262207
	Iteration 58Q: 3 clusters Score -911429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -911434.687500 Penalty: 4330.262207
	Iteration 59Q: 3 clusters Score -911434.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -911445.000000 Penalty: 4330.262207
	Iteration 60F: 3 clusters Score -911445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -911449.187500 Penalty: 4330.262207
	Iteration 61Q: 3 clusters Score -911449.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -911458.125000 Penalty: 4330.262207
	Iteration 62Q: 3 clusters Score -911458.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -911470.437500 Penalty: 4330.262207
	Iteration 63Q: 3 clusters Score -911470.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -911484.062500 Penalty: 4330.262207
	Iteration 64Q: 3 clusters Score -911484.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -911499.812500 Penalty: 4330.262207
	Iteration 65Q: 3 clusters Score -911499.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -911531.625000 Penalty: 4330.262207
	Iteration 66Q: 3 clusters Score -911531.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -911558.812500 Penalty: 4330.262207
	Iteration 67Q: 3 clusters Score -911558.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -911580.375000 Penalty: 4330.262207
	Iteration 68Q: 3 clusters Score -911580.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -911597.312500 Penalty: 4330.262207
	Iteration 69Q: 3 clusters Score -911597.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -911625.375000 Penalty: 4330.262207
	Iteration 70Q: 3 clusters Score -911625.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -911648.125000 Penalty: 4330.262207
	Iteration 71Q: 3 clusters Score -911648.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -911679.437500 Penalty: 4330.262207
	Iteration 72Q: 3 clusters Score -911679.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -911723.062500 Penalty: 4330.262207
	Iteration 73Q: 3 clusters Score -911723.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -911780.562500 Penalty: 4330.262207
	Iteration 74Q: 3 clusters Score -911780.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -911820.812500 Penalty: 4330.262207
	Iteration 75Q: 3 clusters Score -911820.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -911838.750000 Penalty: 4330.262207
	Iteration 76Q: 3 clusters Score -911838.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -911848.000000 Penalty: 4330.262207
	Iteration 77Q: 3 clusters Score -911848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -911855.500000 Penalty: 4330.262207
	Iteration 78Q: 3 clusters Score -911855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -911860.125000 Penalty: 4330.262207
	Iteration 79Q: 3 clusters Score -911860.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -911869.375000 Penalty: 4330.262207
	Iteration 80F: 3 clusters Score -911869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -911875.687500 Penalty: 4330.262207
	Iteration 81Q: 3 clusters Score -911875.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -911881.500000 Penalty: 4330.262207
	Iteration 82Q: 3 clusters Score -911881.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -911885.125000 Penalty: 4330.262207
	Iteration 83Q: 3 clusters Score -911885.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -911892.187500 Penalty: 4330.262207
	Iteration 84Q: 3 clusters Score -911892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -911897.187500 Penalty: 4330.262207
	Iteration 85Q: 3 clusters Score -911897.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -911900.562500 Penalty: 4330.262207
	Iteration 86Q: 3 clusters Score -911900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -911903.750000 Penalty: 4330.262207
	Iteration 87Q: 3 clusters Score -911903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -911905.312500 Penalty: 4330.262207
	Iteration 88Q: 3 clusters Score -911905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -911906.625000 Penalty: 4330.262207
	Iteration 89Q: 3 clusters Score -911906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -911906.250000 Penalty: 4330.262207
	Iteration 90Q: 3 clusters Score -911906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -911906.250000 Penalty: 4330.262207
	Iteration 91F: 3 clusters Score -911906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -981156.250000 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -981156.2 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 3249 members 
Entering Unmasked Estep 
Score: -975605.375000 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -975605.4 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -976995.250000 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -976995.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -977257.625000 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -977257.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -977450.062500 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -977450.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -977594.562500 Penalty: 4357.854980
	Iteration 4Q: 3 clusters Score -977594.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -977717.437500 Penalty: 4357.854980
	Iteration 5Q: 3 clusters Score -977717.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -977831.375000 Penalty: 4357.854980
	Iteration 6Q: 3 clusters Score -977831.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -977952.062500 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -977952.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -978081.687500 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -978081.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -978200.687500 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -978200.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -978322.062500 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -978322.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -978435.187500 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -978435.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -978536.250000 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -978536.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -978634.187500 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -978634.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -978734.125000 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -978734.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -978827.000000 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -978827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -978906.437500 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -978906.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -978971.625000 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -978971.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -979020.812500 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -979020.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -979070.750000 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -979070.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -979127.687500 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -979127.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -979176.125000 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -979176.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -979214.250000 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -979214.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -979248.187500 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -979248.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -979275.937500 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -979275.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -979289.562500 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -979289.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -979309.000000 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -979309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -979319.687500 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -979319.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -979337.687500 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -979337.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -979342.937500 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -979342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -979353.750000 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -979353.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -979363.250000 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -979363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -979374.437500 Penalty: 4357.854980
	Iteration 32Q: 3 clusters Score -979374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -979383.312500 Penalty: 4357.854980
	Iteration 33Q: 3 clusters Score -979383.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -979394.875000 Penalty: 4357.854980
	Iteration 34Q: 3 clusters Score -979394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -979400.750000 Penalty: 4357.854980
	Iteration 35Q: 3 clusters Score -979400.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -979410.750000 Penalty: 4357.854980
	Iteration 36Q: 3 clusters Score -979410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -979418.062500 Penalty: 4357.854980
	Iteration 37Q: 3 clusters Score -979418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -979430.500000 Penalty: 4357.854980
	Iteration 38Q: 3 clusters Score -979430.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -979441.375000 Penalty: 4357.854980
	Iteration 39Q: 3 clusters Score -979441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -979448.937500 Penalty: 4357.854980
	Iteration 40F: 3 clusters Score -979448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -979459.187500 Penalty: 4357.854980
	Iteration 41Q: 3 clusters Score -979459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -979469.125000 Penalty: 4357.854980
	Iteration 42Q: 3 clusters Score -979469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -979476.062500 Penalty: 4357.854980
	Iteration 43Q: 3 clusters Score -979476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -979481.062500 Penalty: 4357.854980
	Iteration 44Q: 3 clusters Score -979481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -979486.750000 Penalty: 4357.854980
	Iteration 45Q: 3 clusters Score -979486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -979491.562500 Penalty: 4357.854980
	Iteration 46Q: 3 clusters Score -979491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -979498.187500 Penalty: 4357.854980
	Iteration 47Q: 3 clusters Score -979498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -979500.562500 Penalty: 4357.854980
	Iteration 48Q: 3 clusters Score -979500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -979502.750000 Penalty: 4357.854980
	Iteration 49Q: 3 clusters Score -979502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -979508.875000 Penalty: 4357.854980
	Iteration 50Q: 3 clusters Score -979508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -979512.750000 Penalty: 4357.854980
	Iteration 51Q: 3 clusters Score -979512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -979517.062500 Penalty: 4357.854980
	Iteration 52Q: 3 clusters Score -979517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -979519.562500 Penalty: 4357.854980
	Iteration 53Q: 3 clusters Score -979519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -979523.375000 Penalty: 4357.854980
	Iteration 54Q: 3 clusters Score -979523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -979527.500000 Penalty: 4357.854980
	Iteration 55Q: 3 clusters Score -979527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -979529.125000 Penalty: 4357.854980
	Iteration 56Q: 3 clusters Score -979529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -979532.812500 Penalty: 4357.854980
	Iteration 57Q: 3 clusters Score -979532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -979536.437500 Penalty: 4357.854980
	Iteration 58Q: 3 clusters Score -979536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -979538.375000 Penalty: 4357.854980
	Iteration 59Q: 3 clusters Score -979538.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -979543.000000 Penalty: 4357.854980
	Iteration 60F: 3 clusters Score -979543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -979547.000000 Penalty: 4357.854980
	Iteration 61Q: 3 clusters Score -979547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -979547.500000 Penalty: 4357.854980
	Iteration 62Q: 3 clusters Score -979547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -979548.937500 Penalty: 4357.854980
	Iteration 63Q: 3 clusters Score -979548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -979550.375000 Penalty: 4357.854980
	Iteration 64Q: 3 clusters Score -979550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -979550.937500 Penalty: 4357.854980
	Iteration 65Q: 3 clusters Score -979550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -979554.062500 Penalty: 4357.854980
	Iteration 66Q: 3 clusters Score -979554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -979555.125000 Penalty: 4357.854980
	Iteration 67Q: 3 clusters Score -979555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -979555.125000 Penalty: 4357.854980
	Iteration 68F: 3 clusters Score -979555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Entering Unmasked Estep 
Score: -5165148.000000 Penalty: 2594.814209
	Iteration 0F: 2 clusters Score -5165148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5141303.500000 Penalty: 5189.628418
	Iteration 0F: 3 clusters Score -5141304 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5151129.500000 Penalty: 5189.628418
	Iteration 1F: 3 clusters Score -5151130 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5152766.500000 Penalty: 5189.628418
	Iteration 2F: 3 clusters Score -5152766 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5154573.000000 Penalty: 5189.628418
	Iteration 3F: 3 clusters Score -5154573 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5156367.500000 Penalty: 5189.628418
	Iteration 4F: 3 clusters Score -5156368 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5157831.000000 Penalty: 5189.628418
	Iteration 5F: 3 clusters Score -5157831 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5158864.000000 Penalty: 5189.628418
	Iteration 6F: 3 clusters Score -5158864 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5159574.500000 Penalty: 5189.628418
	Iteration 7Q: 3 clusters Score -5159574 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5160087.500000 Penalty: 5189.628418
	Iteration 8Q: 3 clusters Score -5160088 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5160506.500000 Penalty: 5189.628418
	Iteration 9Q: 3 clusters Score -5160506 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5160899.000000 Penalty: 5189.628418
	Iteration 10Q: 3 clusters Score -5160899 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5161258.500000 Penalty: 5189.628418
	Iteration 11Q: 3 clusters Score -5161258 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5161585.500000 Penalty: 5189.628418
	Iteration 12Q: 3 clusters Score -5161586 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5161822.500000 Penalty: 5189.628418
	Iteration 13Q: 3 clusters Score -5161822 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5162019.500000 Penalty: 5189.628418
	Iteration 14Q: 3 clusters Score -5162020 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5162237.000000 Penalty: 5189.628418
	Iteration 15Q: 3 clusters Score -5162237 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5162439.000000 Penalty: 5189.628418
	Iteration 16Q: 3 clusters Score -5162439 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -5162615.500000 Penalty: 5189.628418
	Iteration 17Q: 3 clusters Score -5162616 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5162733.000000 Penalty: 5189.628418
	Iteration 18Q: 3 clusters Score -5162733 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -5162877.500000 Penalty: 5189.628418
	Iteration 19Q: 3 clusters Score -5162878 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -5163003.500000 Penalty: 5189.628418
	Iteration 20F: 3 clusters Score -5163004 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -5163093.000000 Penalty: 5189.628418
	Iteration 21Q: 3 clusters Score -5163093 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -5163185.000000 Penalty: 5189.628418
	Iteration 22Q: 3 clusters Score -5163185 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5163269.000000 Penalty: 5189.628418
	Iteration 23Q: 3 clusters Score -5163269 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5163358.000000 Penalty: 5189.628418
	Iteration 24Q: 3 clusters Score -5163358 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -5163461.000000 Penalty: 5189.628418
	Iteration 25Q: 3 clusters Score -5163461 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -5163620.500000 Penalty: 5189.628418
	Iteration 26Q: 3 clusters Score -5163620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -5163700.000000 Penalty: 5189.628418
	Iteration 27Q: 3 clusters Score -5163700 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5163818.000000 Penalty: 5189.628418
	Iteration 28Q: 3 clusters Score -5163818 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5163889.500000 Penalty: 5189.628418
	Iteration 29Q: 3 clusters Score -5163890 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5163969.500000 Penalty: 5189.628418
	Iteration 30Q: 3 clusters Score -5163970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5164030.000000 Penalty: 5189.628418
	Iteration 31Q: 3 clusters Score -5164030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5164087.500000 Penalty: 5189.628418
	Iteration 32Q: 3 clusters Score -5164088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -5164130.500000 Penalty: 5189.628418
	Iteration 33Q: 3 clusters Score -5164130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5164153.000000 Penalty: 5189.628418
	Iteration 34Q: 3 clusters Score -5164153 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5164178.500000 Penalty: 5189.628418
	Iteration 35Q: 3 clusters Score -5164178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5164197.000000 Penalty: 5189.628418
	Iteration 36Q: 3 clusters Score -5164197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -5164233.000000 Penalty: 5189.628418
	Iteration 37Q: 3 clusters Score -5164233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5164234.500000 Penalty: 5189.628418
	Iteration 38Q: 3 clusters Score -5164234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5164240.000000 Penalty: 5189.628418
	Iteration 39Q: 3 clusters Score -5164240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5164243.000000 Penalty: 5189.628418
	Iteration 40F: 3 clusters Score -5164243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5164252.500000 Penalty: 5189.628418
	Iteration 41Q: 3 clusters Score -5164252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -5164264.500000 Penalty: 5189.628418
	Iteration 42Q: 3 clusters Score -5164264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5164261.500000 Penalty: 5189.628418
	Iteration 43Q: 3 clusters Score -5164262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5164264.500000 Penalty: 5189.628418
	Iteration 44Q: 3 clusters Score -5164264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5164264.500000 Penalty: 5189.628418
	Iteration 45Q: 3 clusters Score -5164264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5164265.500000 Penalty: 5189.628418
	Iteration 46Q: 3 clusters Score -5164266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5164266.000000 Penalty: 5189.628418
	Iteration 47Q: 3 clusters Score -5164266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5164261.000000 Penalty: 5189.628418
	Iteration 48Q: 3 clusters Score -5164261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5164256.500000 Penalty: 5189.628418
	Iteration 49Q: 3 clusters Score -5164256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5164256.500000 Penalty: 5189.628418
	Iteration 50Q: 3 clusters Score -5164256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5164266.500000 Penalty: 5189.628418
	Iteration 51Q: 3 clusters Score -5164266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5164267.500000 Penalty: 5189.628418
	Iteration 52Q: 3 clusters Score -5164268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -5164271.500000 Penalty: 5189.628418
	Iteration 53Q: 3 clusters Score -5164272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5164275.000000 Penalty: 5189.628418
	Iteration 54Q: 3 clusters Score -5164275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5164277.500000 Penalty: 5189.628418
	Iteration 55Q: 3 clusters Score -5164278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5164269.500000 Penalty: 5189.628418
	Iteration 56Q: 3 clusters Score -5164270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5164268.000000 Penalty: 5189.628418
	Iteration 57Q: 3 clusters Score -5164268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5164270.500000 Penalty: 5189.628418
	Iteration 58Q: 3 clusters Score -5164270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5164271.500000 Penalty: 5189.628418
	Iteration 59Q: 3 clusters Score -5164272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5164271.500000 Penalty: 5189.628418
	Iteration 60F: 3 clusters Score -5164272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34522.851562 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34522.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33328.203125 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33401.812500 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33401.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33421.062500 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33421.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33431.597656 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33431.597656 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -33431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Entering Unmasked Estep 
Score: -7850705.500000 Penalty: 2684.798340
	Iteration 0F: 2 clusters Score -7850706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -7816659.500000 Penalty: 5369.596680
	Iteration 0F: 3 clusters Score -7816660 nChanged 23447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -7830043.500000 Penalty: 5369.596680
	Iteration 1F: 3 clusters Score -7830044 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -7830813.500000 Penalty: 5369.596680
	Iteration 2Q: 3 clusters Score -7830814 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7831551.000000 Penalty: 5369.596680
	Iteration 3Q: 3 clusters Score -7831551 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -7832436.500000 Penalty: 5369.596680
	Iteration 4Q: 3 clusters Score -7832436 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -7833395.500000 Penalty: 5369.596680
	Iteration 5Q: 3 clusters Score -7833396 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -7834463.000000 Penalty: 5369.596680
	Iteration 6Q: 3 clusters Score -7834463 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7835660.000000 Penalty: 5369.596680
	Iteration 7Q: 3 clusters Score -7835660 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -7837058.500000 Penalty: 5369.596680
	Iteration 8Q: 3 clusters Score -7837058 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7838379.500000 Penalty: 5369.596680
	Iteration 9Q: 3 clusters Score -7838380 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -7839621.500000 Penalty: 5369.596680
	Iteration 10Q: 3 clusters Score -7839622 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -7840606.500000 Penalty: 5369.596680
	Iteration 11Q: 3 clusters Score -7840606 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -7841243.500000 Penalty: 5369.596680
	Iteration 12Q: 3 clusters Score -7841244 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7841715.500000 Penalty: 5369.596680
	Iteration 13Q: 3 clusters Score -7841716 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -7842172.000000 Penalty: 5369.596680
	Iteration 14Q: 3 clusters Score -7842172 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -7842570.000000 Penalty: 5369.596680
	Iteration 15Q: 3 clusters Score -7842570 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -7842967.000000 Penalty: 5369.596680
	Iteration 16Q: 3 clusters Score -7842967 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -7843404.000000 Penalty: 5369.596680
	Iteration 17Q: 3 clusters Score -7843404 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7843850.500000 Penalty: 5369.596680
	Iteration 18Q: 3 clusters Score -7843850 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -7844372.000000 Penalty: 5369.596680
	Iteration 19Q: 3 clusters Score -7844372 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -7844861.000000 Penalty: 5369.596680
	Iteration 20F: 3 clusters Score -7844861 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -7845404.500000 Penalty: 5369.596680
	Iteration 21Q: 3 clusters Score -7845404 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -7846065.500000 Penalty: 5369.596680
	Iteration 22Q: 3 clusters Score -7846066 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7846605.000000 Penalty: 5369.596680
	Iteration 23Q: 3 clusters Score -7846605 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7847057.000000 Penalty: 5369.596680
	Iteration 24Q: 3 clusters Score -7847057 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7847385.000000 Penalty: 5369.596680
	Iteration 25Q: 3 clusters Score -7847385 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7847641.500000 Penalty: 5369.596680
	Iteration 26Q: 3 clusters Score -7847642 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7847830.500000 Penalty: 5369.596680
	Iteration 27Q: 3 clusters Score -7847830 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7847944.000000 Penalty: 5369.596680
	Iteration 28Q: 3 clusters Score -7847944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7848078.000000 Penalty: 5369.596680
	Iteration 29Q: 3 clusters Score -7848078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7848180.500000 Penalty: 5369.596680
	Iteration 30Q: 3 clusters Score -7848180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7848242.000000 Penalty: 5369.596680
	Iteration 31Q: 3 clusters Score -7848242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7848288.500000 Penalty: 5369.596680
	Iteration 32Q: 3 clusters Score -7848288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7848308.000000 Penalty: 5369.596680
	Iteration 33Q: 3 clusters Score -7848308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7848339.000000 Penalty: 5369.596680
	Iteration 34Q: 3 clusters Score -7848339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7848373.000000 Penalty: 5369.596680
	Iteration 35Q: 3 clusters Score -7848373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7848384.500000 Penalty: 5369.596680
	Iteration 36Q: 3 clusters Score -7848384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7848405.500000 Penalty: 5369.596680
	Iteration 37Q: 3 clusters Score -7848406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7848417.500000 Penalty: 5369.596680
	Iteration 38Q: 3 clusters Score -7848418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7848433.500000 Penalty: 5369.596680
	Iteration 39Q: 3 clusters Score -7848434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7848456.500000 Penalty: 5369.596680
	Iteration 40F: 3 clusters Score -7848456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7848462.500000 Penalty: 5369.596680
	Iteration 41Q: 3 clusters Score -7848462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7848482.500000 Penalty: 5369.596680
	Iteration 42Q: 3 clusters Score -7848482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7848500.000000 Penalty: 5369.596680
	Iteration 43Q: 3 clusters Score -7848500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7848515.500000 Penalty: 5369.596680
	Iteration 44Q: 3 clusters Score -7848516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7848522.000000 Penalty: 5369.596680
	Iteration 45Q: 3 clusters Score -7848522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7848526.500000 Penalty: 5369.596680
	Iteration 46Q: 3 clusters Score -7848526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7848539.500000 Penalty: 5369.596680
	Iteration 47Q: 3 clusters Score -7848540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7848552.500000 Penalty: 5369.596680
	Iteration 48Q: 3 clusters Score -7848552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7848565.500000 Penalty: 5369.596680
	Iteration 49Q: 3 clusters Score -7848566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7848576.500000 Penalty: 5369.596680
	Iteration 50Q: 3 clusters Score -7848576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7848575.000000 Penalty: 5369.596680
	Iteration 51Q: 3 clusters Score -7848575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7848574.000000 Penalty: 5369.596680
	Iteration 52Q: 3 clusters Score -7848574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7848584.500000 Penalty: 5369.596680
	Iteration 53Q: 3 clusters Score -7848584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7848582.500000 Penalty: 5369.596680
	Iteration 54Q: 3 clusters Score -7848582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7848581.500000 Penalty: 5369.596680
	Iteration 55Q: 3 clusters Score -7848582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7848581.500000 Penalty: 5369.596680
	Iteration 56Q: 3 clusters Score -7848582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7848581.500000 Penalty: 5369.596680
	Iteration 57Q: 3 clusters Score -7848582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7848585.500000 Penalty: 5369.596680
	Iteration 58Q: 3 clusters Score -7848586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7848596.000000 Penalty: 5369.596680
	Iteration 59Q: 3 clusters Score -7848596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7848595.500000 Penalty: 5369.596680
	Iteration 60F: 3 clusters Score -7848596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7848600.000000 Penalty: 5369.596680
	Iteration 61Q: 3 clusters Score -7848600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7848605.000000 Penalty: 5369.596680
	Iteration 62Q: 3 clusters Score -7848605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7848604.000000 Penalty: 5369.596680
	Iteration 63Q: 3 clusters Score -7848604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7848600.500000 Penalty: 5369.596680
	Iteration 64Q: 3 clusters Score -7848600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7848598.000000 Penalty: 5369.596680
	Iteration 65Q: 3 clusters Score -7848598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7848603.000000 Penalty: 5369.596680
	Iteration 66Q: 3 clusters Score -7848603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7848603.000000 Penalty: 5369.596680
	Iteration 67F: 3 clusters Score -7848603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -986528.687500 Penalty: 2179.533203
	Iteration 0F: 2 clusters Score -986528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -981072.312500 Penalty: 4359.066406
	Iteration 0F: 3 clusters Score -981072.3 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -982539.062500 Penalty: 4359.066406
	Iteration 1F: 3 clusters Score -982539.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -982873.375000 Penalty: 4359.066406
	Iteration 2F: 3 clusters Score -982873.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -983243.125000 Penalty: 4359.066406
	Iteration 3F: 3 clusters Score -983243.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -983702.812500 Penalty: 4359.066406
	Iteration 4F: 3 clusters Score -983702.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -984294.750000 Penalty: 4359.066406
	Iteration 5F: 3 clusters Score -984294.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -984759.375000 Penalty: 4359.066406
	Iteration 6F: 3 clusters Score -984759.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -985108.000000 Penalty: 4359.066406
	Iteration 7F: 3 clusters Score -985108 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -985410.625000 Penalty: 4359.066406
	Iteration 8Q: 3 clusters Score -985410.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -985677.375000 Penalty: 4359.066406
	Iteration 9Q: 3 clusters Score -985677.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -985907.687500 Penalty: 4359.066406
	Iteration 10Q: 3 clusters Score -985907.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -986068.437500 Penalty: 4359.066406
	Iteration 11Q: 3 clusters Score -986068.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -986151.500000 Penalty: 4359.066406
	Iteration 12Q: 3 clusters Score -986151.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -986200.875000 Penalty: 4359.066406
	Iteration 13Q: 3 clusters Score -986200.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -986235.812500 Penalty: 4359.066406
	Iteration 14Q: 3 clusters Score -986235.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -986261.062500 Penalty: 4359.066406
	Iteration 15Q: 3 clusters Score -986261.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -986280.812500 Penalty: 4359.066406
	Iteration 16Q: 3 clusters Score -986280.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -986296.125000 Penalty: 4359.066406
	Iteration 17Q: 3 clusters Score -986296.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -986315.437500 Penalty: 4359.066406
	Iteration 18Q: 3 clusters Score -986315.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -986335.812500 Penalty: 4359.066406
	Iteration 19Q: 3 clusters Score -986335.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -986359.937500 Penalty: 4359.066406
	Iteration 20F: 3 clusters Score -986359.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -986382.687500 Penalty: 4359.066406
	Iteration 21Q: 3 clusters Score -986382.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -986402.937500 Penalty: 4359.066406
	Iteration 22Q: 3 clusters Score -986402.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -986417.375000 Penalty: 4359.066406
	Iteration 23Q: 3 clusters Score -986417.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -986431.625000 Penalty: 4359.066406
	Iteration 24Q: 3 clusters Score -986431.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -986438.937500 Penalty: 4359.066406
	Iteration 25Q: 3 clusters Score -986438.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -986444.125000 Penalty: 4359.066406
	Iteration 26Q: 3 clusters Score -986444.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -986449.500000 Penalty: 4359.066406
	Iteration 27Q: 3 clusters Score -986449.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -986452.812500 Penalty: 4359.066406
	Iteration 28Q: 3 clusters Score -986452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -986454.562500 Penalty: 4359.066406
	Iteration 29Q: 3 clusters Score -986454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -986456.000000 Penalty: 4359.066406
	Iteration 30Q: 3 clusters Score -986456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -986457.750000 Penalty: 4359.066406
	Iteration 31Q: 3 clusters Score -986457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -986462.250000 Penalty: 4359.066406
	Iteration 32Q: 3 clusters Score -986462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -986464.875000 Penalty: 4359.066406
	Iteration 33Q: 3 clusters Score -986464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -986464.500000 Penalty: 4359.066406
	Iteration 34Q: 3 clusters Score -986464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -986463.812500 Penalty: 4359.066406
	Iteration 35Q: 3 clusters Score -986463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -986466.062500 Penalty: 4359.066406
	Iteration 36Q: 3 clusters Score -986466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -986464.187500 Penalty: 4359.066406
	Iteration 37Q: 3 clusters Score -986464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -986467.375000 Penalty: 4359.066406
	Iteration 38Q: 3 clusters Score -986467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -986467.625000 Penalty: 4359.066406
	Iteration 39Q: 3 clusters Score -986467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -986467.625000 Penalty: 4359.066406
	Iteration 40F: 3 clusters Score -986467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -31254.640625 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -31254.64 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 119 members 
Entering Unmasked Estep 
Score: -30101.091797 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -30101.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30199.195312 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -30199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30223.222656 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -30223.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30226.826172 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -30226.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30233.429688 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -30233.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30236.060547 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -30236.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30239.130859 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -30239.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30241.818359 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -30241.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30241.818359 Penalty: 2695.126221
	Iteration 8F: 3 clusters Score -30241.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -190895.531250 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -190895.5 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 630 members 
Entering Unmasked Estep 
Score: -188730.562500 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -188730.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189068.562500 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -189068.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189185.234375 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -189185.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189280.562500 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -189280.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -189344.796875 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -189344.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -189384.640625 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -189384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -189409.312500 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -189409.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -189437.484375 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -189437.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -189455.906250 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -189455.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -189480.890625 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -189480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -189490.531250 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -189490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -189498.734375 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -189498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -189506.281250 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -189506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -189509.609375 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -189509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -189518.343750 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -189518.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -189526.000000 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -189526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -189534.765625 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -189534.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -189547.312500 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -189547.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -189564.250000 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -189564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -189573.125000 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -189573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -189579.562500 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -189579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -189583.906250 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -189583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -189589.593750 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -189589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -189592.843750 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -189592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -189602.093750 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -189602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -189608.890625 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -189608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -189613.093750 Penalty: 3544.799072
	Iteration 26Q: 3 clusters Score -189613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -189620.078125 Penalty: 3544.799072
	Iteration 27Q: 3 clusters Score -189620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -189624.859375 Penalty: 3544.799072
	Iteration 28Q: 3 clusters Score -189624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -189628.218750 Penalty: 3544.799072
	Iteration 29Q: 3 clusters Score -189628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -189630.187500 Penalty: 3544.799072
	Iteration 30Q: 3 clusters Score -189630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -189632.281250 Penalty: 3544.799072
	Iteration 31Q: 3 clusters Score -189632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -189635.687500 Penalty: 3544.799072
	Iteration 32Q: 3 clusters Score -189635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -189636.125000 Penalty: 3544.799072
	Iteration 33Q: 3 clusters Score -189636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -189642.234375 Penalty: 3544.799072
	Iteration 34Q: 3 clusters Score -189642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -189645.984375 Penalty: 3544.799072
	Iteration 35Q: 3 clusters Score -189646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -189647.609375 Penalty: 3544.799072
	Iteration 36Q: 3 clusters Score -189647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -189649.906250 Penalty: 3544.799072
	Iteration 37Q: 3 clusters Score -189649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -189651.734375 Penalty: 3544.799072
	Iteration 38Q: 3 clusters Score -189651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -189653.875000 Penalty: 3544.799072
	Iteration 39Q: 3 clusters Score -189653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -189660.250000 Penalty: 3544.799072
	Iteration 40F: 3 clusters Score -189660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -189665.265625 Penalty: 3544.799072
	Iteration 41Q: 3 clusters Score -189665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -189665.640625 Penalty: 3544.799072
	Iteration 42Q: 3 clusters Score -189665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -189666.312500 Penalty: 3544.799072
	Iteration 43Q: 3 clusters Score -189666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -189669.828125 Penalty: 3544.799072
	Iteration 44Q: 3 clusters Score -189669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -189676.484375 Penalty: 3544.799072
	Iteration 45Q: 3 clusters Score -189676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -189680.218750 Penalty: 3544.799072
	Iteration 46Q: 3 clusters Score -189680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -189681.062500 Penalty: 3544.799072
	Iteration 47Q: 3 clusters Score -189681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -189681.062500 Penalty: 3544.799072
	Iteration 48F: 3 clusters Score -189681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -1454043.375000 Penalty: 2275.097656
	Iteration 0F: 2 clusters Score -1454043 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 4899 members 
Entering Unmasked Estep 
Score: -1446640.375000 Penalty: 4550.195312
	Iteration 0F: 3 clusters Score -1446640 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1448887.875000 Penalty: 4550.195312
	Iteration 1F: 3 clusters Score -1448888 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1449233.000000 Penalty: 4550.195312
	Iteration 2F: 3 clusters Score -1449233 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1449472.250000 Penalty: 4550.195312
	Iteration 3F: 3 clusters Score -1449472 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1449701.125000 Penalty: 4550.195312
	Iteration 4Q: 3 clusters Score -1449701 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1449900.500000 Penalty: 4550.195312
	Iteration 5Q: 3 clusters Score -1449900 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1450112.500000 Penalty: 4550.195312
	Iteration 6Q: 3 clusters Score -1450112 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1450304.500000 Penalty: 4550.195312
	Iteration 7Q: 3 clusters Score -1450304 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1450495.125000 Penalty: 4550.195312
	Iteration 8Q: 3 clusters Score -1450495 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1450658.875000 Penalty: 4550.195312
	Iteration 9Q: 3 clusters Score -1450659 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1450793.750000 Penalty: 4550.195312
	Iteration 10Q: 3 clusters Score -1450794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1450947.750000 Penalty: 4550.195312
	Iteration 11Q: 3 clusters Score -1450948 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1451106.250000 Penalty: 4550.195312
	Iteration 12Q: 3 clusters Score -1451106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1451257.125000 Penalty: 4550.195312
	Iteration 13Q: 3 clusters Score -1451257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1451378.750000 Penalty: 4550.195312
	Iteration 14Q: 3 clusters Score -1451379 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1451501.250000 Penalty: 4550.195312
	Iteration 15Q: 3 clusters Score -1451501 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1451631.125000 Penalty: 4550.195312
	Iteration 16Q: 3 clusters Score -1451631 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1451737.500000 Penalty: 4550.195312
	Iteration 17Q: 3 clusters Score -1451738 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1451828.500000 Penalty: 4550.195312
	Iteration 18Q: 3 clusters Score -1451828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1451907.000000 Penalty: 4550.195312
	Iteration 19Q: 3 clusters Score -1451907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1451947.500000 Penalty: 4550.195312
	Iteration 20F: 3 clusters Score -1451948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1451984.125000 Penalty: 4550.195312
	Iteration 21Q: 3 clusters Score -1451984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1452010.000000 Penalty: 4550.195312
	Iteration 22Q: 3 clusters Score -1452010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1452031.250000 Penalty: 4550.195312
	Iteration 23Q: 3 clusters Score -1452031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1452041.625000 Penalty: 4550.195312
	Iteration 24Q: 3 clusters Score -1452042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1452053.750000 Penalty: 4550.195312
	Iteration 25Q: 3 clusters Score -1452054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1452059.625000 Penalty: 4550.195312
	Iteration 26Q: 3 clusters Score -1452060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1452064.125000 Penalty: 4550.195312
	Iteration 27Q: 3 clusters Score -1452064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1452065.500000 Penalty: 4550.195312
	Iteration 28Q: 3 clusters Score -1452066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1452074.000000 Penalty: 4550.195312
	Iteration 29Q: 3 clusters Score -1452074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1452073.000000 Penalty: 4550.195312
	Iteration 30Q: 3 clusters Score -1452073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1452076.000000 Penalty: 4550.195312
	Iteration 31Q: 3 clusters Score -1452076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1452077.625000 Penalty: 4550.195312
	Iteration 32Q: 3 clusters Score -1452078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1452082.375000 Penalty: 4550.195312
	Iteration 33Q: 3 clusters Score -1452082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1452089.250000 Penalty: 4550.195312
	Iteration 34Q: 3 clusters Score -1452089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1452094.500000 Penalty: 4550.195312
	Iteration 35Q: 3 clusters Score -1452094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1452104.375000 Penalty: 4550.195312
	Iteration 36Q: 3 clusters Score -1452104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1452108.250000 Penalty: 4550.195312
	Iteration 37Q: 3 clusters Score -1452108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1452113.625000 Penalty: 4550.195312
	Iteration 38Q: 3 clusters Score -1452114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1452122.375000 Penalty: 4550.195312
	Iteration 39Q: 3 clusters Score -1452122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1452130.000000 Penalty: 4550.195312
	Iteration 40F: 3 clusters Score -1452130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1452136.125000 Penalty: 4550.195312
	Iteration 41Q: 3 clusters Score -1452136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1452144.750000 Penalty: 4550.195312
	Iteration 42Q: 3 clusters Score -1452145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1452156.125000 Penalty: 4550.195312
	Iteration 43Q: 3 clusters Score -1452156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1452169.250000 Penalty: 4550.195312
	Iteration 44Q: 3 clusters Score -1452169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1452181.125000 Penalty: 4550.195312
	Iteration 45Q: 3 clusters Score -1452181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1452197.625000 Penalty: 4550.195312
	Iteration 46Q: 3 clusters Score -1452198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1452207.750000 Penalty: 4550.195312
	Iteration 47Q: 3 clusters Score -1452208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1452224.375000 Penalty: 4550.195312
	Iteration 48Q: 3 clusters Score -1452224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1452231.875000 Penalty: 4550.195312
	Iteration 49Q: 3 clusters Score -1452232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1452243.875000 Penalty: 4550.195312
	Iteration 50Q: 3 clusters Score -1452244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1452246.625000 Penalty: 4550.195312
	Iteration 51Q: 3 clusters Score -1452247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1452261.000000 Penalty: 4550.195312
	Iteration 52Q: 3 clusters Score -1452261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1452270.125000 Penalty: 4550.195312
	Iteration 53Q: 3 clusters Score -1452270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1452281.875000 Penalty: 4550.195312
	Iteration 54Q: 3 clusters Score -1452282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1452293.250000 Penalty: 4550.195312
	Iteration 55Q: 3 clusters Score -1452293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1452304.750000 Penalty: 4550.195312
	Iteration 56Q: 3 clusters Score -1452305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1452315.500000 Penalty: 4550.195312
	Iteration 57Q: 3 clusters Score -1452316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1452323.125000 Penalty: 4550.195312
	Iteration 58Q: 3 clusters Score -1452323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1452326.625000 Penalty: 4550.195312
	Iteration 59Q: 3 clusters Score -1452327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1452335.750000 Penalty: 4550.195312
	Iteration 60F: 3 clusters Score -1452336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1452338.500000 Penalty: 4550.195312
	Iteration 61Q: 3 clusters Score -1452338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1452340.750000 Penalty: 4550.195312
	Iteration 62Q: 3 clusters Score -1452341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1452345.875000 Penalty: 4550.195312
	Iteration 63Q: 3 clusters Score -1452346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1452352.500000 Penalty: 4550.195312
	Iteration 64Q: 3 clusters Score -1452352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1452356.375000 Penalty: 4550.195312
	Iteration 65Q: 3 clusters Score -1452356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1452359.250000 Penalty: 4550.195312
	Iteration 66Q: 3 clusters Score -1452359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1452364.875000 Penalty: 4550.195312
	Iteration 67Q: 3 clusters Score -1452365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1452365.875000 Penalty: 4550.195312
	Iteration 68Q: 3 clusters Score -1452366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1452369.625000 Penalty: 4550.195312
	Iteration 69Q: 3 clusters Score -1452370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1452374.625000 Penalty: 4550.195312
	Iteration 70Q: 3 clusters Score -1452375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1452376.750000 Penalty: 4550.195312
	Iteration 71Q: 3 clusters Score -1452377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1452378.000000 Penalty: 4550.195312
	Iteration 72Q: 3 clusters Score -1452378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1452377.875000 Penalty: 4550.195312
	Iteration 73Q: 3 clusters Score -1452378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1452380.125000 Penalty: 4550.195312
	Iteration 74Q: 3 clusters Score -1452380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1452382.750000 Penalty: 4550.195312
	Iteration 75Q: 3 clusters Score -1452383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1452381.625000 Penalty: 4550.195312
	Iteration 76Q: 3 clusters Score -1452382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1452379.500000 Penalty: 4550.195312
	Iteration 77Q: 3 clusters Score -1452380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1452379.500000 Penalty: 4550.195312
	Iteration 78Q: 3 clusters Score -1452380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1452384.250000 Penalty: 4550.195312
	Iteration 79Q: 3 clusters Score -1452384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1452382.500000 Penalty: 4550.195312
	Iteration 80F: 3 clusters Score -1452382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1452384.750000 Penalty: 4550.195312
	Iteration 81Q: 3 clusters Score -1452385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1452384.750000 Penalty: 4550.195312
	Iteration 82F: 3 clusters Score -1452385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -103812.625000 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -103812.6 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 380 members 
Entering Unmasked Estep 
Score: -102116.062500 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -102116.1 nChanged 196
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: -102532.085938 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -102532.1 nChanged 75
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: -102860.484375 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -102860.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103100.515625 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -103100.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103304.164062 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -103304.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103436.851562 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -103436.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103507.171875 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -103507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103523.257812 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -103523.3 nChanged 5
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: -103534.726562 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -103534.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103550.093750 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -103550.1 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: -103555.781250 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -103555.8 nChanged 3
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: -103568.023438 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -103568 nChanged 3
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: -103572.875000 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -103572.9 nChanged 2
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: -103581.007812 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -103581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103599.273438 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -103599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103618.132812 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -103618.1 nChanged 4
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: -103630.609375 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -103630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103632.289062 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -103632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103632.289062 Penalty: 3291.429688
	Iteration 18F: 3 clusters Score -103632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -4638540.000000 Penalty: 2554.969727
	Iteration 0F: 2 clusters Score -4638540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4617992.000000 Penalty: 5109.939453
	Iteration 0F: 3 clusters Score -4617992 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4625618.500000 Penalty: 5109.939453
	Iteration 1F: 3 clusters Score -4625618 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4626381.000000 Penalty: 5109.939453
	Iteration 2F: 3 clusters Score -4626381 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4627339.000000 Penalty: 5109.939453
	Iteration 3F: 3 clusters Score -4627339 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4628577.000000 Penalty: 5109.939453
	Iteration 4F: 3 clusters Score -4628577 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4630120.500000 Penalty: 5109.939453
	Iteration 5F: 3 clusters Score -4630120 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4631751.500000 Penalty: 5109.939453
	Iteration 6F: 3 clusters Score -4631752 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4633210.000000 Penalty: 5109.939453
	Iteration 7F: 3 clusters Score -4633210 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4634408.000000 Penalty: 5109.939453
	Iteration 8Q: 3 clusters Score -4634408 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4635291.500000 Penalty: 5109.939453
	Iteration 9Q: 3 clusters Score -4635292 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4635856.500000 Penalty: 5109.939453
	Iteration 10Q: 3 clusters Score -4635856 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4636200.500000 Penalty: 5109.939453
	Iteration 11Q: 3 clusters Score -4636200 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4636377.500000 Penalty: 5109.939453
	Iteration 12Q: 3 clusters Score -4636378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4636499.500000 Penalty: 5109.939453
	Iteration 13Q: 3 clusters Score -4636500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4636597.500000 Penalty: 5109.939453
	Iteration 14Q: 3 clusters Score -4636598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4636648.000000 Penalty: 5109.939453
	Iteration 15Q: 3 clusters Score -4636648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4636691.000000 Penalty: 5109.939453
	Iteration 16Q: 3 clusters Score -4636691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4636707.000000 Penalty: 5109.939453
	Iteration 17Q: 3 clusters Score -4636707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4636714.500000 Penalty: 5109.939453
	Iteration 18Q: 3 clusters Score -4636714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4636733.500000 Penalty: 5109.939453
	Iteration 19Q: 3 clusters Score -4636734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4636737.000000 Penalty: 5109.939453
	Iteration 20F: 3 clusters Score -4636737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4636745.000000 Penalty: 5109.939453
	Iteration 21Q: 3 clusters Score -4636745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4636746.000000 Penalty: 5109.939453
	Iteration 22Q: 3 clusters Score -4636746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4636759.500000 Penalty: 5109.939453
	Iteration 23Q: 3 clusters Score -4636760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4636759.500000 Penalty: 5109.939453
	Iteration 24Q: 3 clusters Score -4636760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4636757.500000 Penalty: 5109.939453
	Iteration 25Q: 3 clusters Score -4636758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4636765.500000 Penalty: 5109.939453
	Iteration 26Q: 3 clusters Score -4636766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4636773.000000 Penalty: 5109.939453
	Iteration 27Q: 3 clusters Score -4636773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4636771.000000 Penalty: 5109.939453
	Iteration 28Q: 3 clusters Score -4636771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4636778.500000 Penalty: 5109.939453
	Iteration 29Q: 3 clusters Score -4636778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4636783.000000 Penalty: 5109.939453
	Iteration 30Q: 3 clusters Score -4636783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4636783.000000 Penalty: 5109.939453
	Iteration 31Q: 3 clusters Score -4636783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4636783.000000 Penalty: 5109.939453
	Iteration 32F: 3 clusters Score -4636783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -61226.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -61226.54 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 221 members 
Entering Unmasked Estep 
Score: -59808.375000 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -59808.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59924.187500 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -59924.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59969.789062 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -59969.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59982.605469 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -59982.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59998.601562 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -59998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60001.554688 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -60001.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60001.554688 Penalty: 2991.219971
	Iteration 6F: 3 clusters Score -60001.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Entering Unmasked Estep 
Score: -2511409.000000 Penalty: 2412.115723
	Iteration 0F: 2 clusters Score -2511409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2499565.250000 Penalty: 4824.231445
	Iteration 0F: 3 clusters Score -2499565 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2503688.000000 Penalty: 4824.231445
	Iteration 1F: 3 clusters Score -2503688 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2504555.000000 Penalty: 4824.231445
	Iteration 2F: 3 clusters Score -2504555 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2505622.500000 Penalty: 4824.231445
	Iteration 3F: 3 clusters Score -2505622 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2506696.750000 Penalty: 4824.231445
	Iteration 4F: 3 clusters Score -2506697 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2507593.250000 Penalty: 4824.231445
	Iteration 5F: 3 clusters Score -2507593 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2508177.750000 Penalty: 4824.231445
	Iteration 6F: 3 clusters Score -2508178 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2508576.500000 Penalty: 4824.231445
	Iteration 7Q: 3 clusters Score -2508576 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2508911.500000 Penalty: 4824.231445
	Iteration 8Q: 3 clusters Score -2508912 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2509155.750000 Penalty: 4824.231445
	Iteration 9Q: 3 clusters Score -2509156 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2509381.000000 Penalty: 4824.231445
	Iteration 10Q: 3 clusters Score -2509381 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2509548.750000 Penalty: 4824.231445
	Iteration 11Q: 3 clusters Score -2509549 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2509660.500000 Penalty: 4824.231445
	Iteration 12Q: 3 clusters Score -2509660 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2509754.500000 Penalty: 4824.231445
	Iteration 13Q: 3 clusters Score -2509754 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2509839.500000 Penalty: 4824.231445
	Iteration 14Q: 3 clusters Score -2509840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2509896.500000 Penalty: 4824.231445
	Iteration 15Q: 3 clusters Score -2509896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2509937.750000 Penalty: 4824.231445
	Iteration 16Q: 3 clusters Score -2509938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2509980.000000 Penalty: 4824.231445
	Iteration 17Q: 3 clusters Score -2509980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2510012.750000 Penalty: 4824.231445
	Iteration 18Q: 3 clusters Score -2510013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2510041.750000 Penalty: 4824.231445
	Iteration 19Q: 3 clusters Score -2510042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2510065.250000 Penalty: 4824.231445
	Iteration 20F: 3 clusters Score -2510065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2510093.500000 Penalty: 4824.231445
	Iteration 21Q: 3 clusters Score -2510094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2510106.250000 Penalty: 4824.231445
	Iteration 22Q: 3 clusters Score -2510106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2510125.000000 Penalty: 4824.231445
	Iteration 23Q: 3 clusters Score -2510125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2510132.750000 Penalty: 4824.231445
	Iteration 24Q: 3 clusters Score -2510133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2510159.000000 Penalty: 4824.231445
	Iteration 25Q: 3 clusters Score -2510159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2510169.750000 Penalty: 4824.231445
	Iteration 26Q: 3 clusters Score -2510170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2510183.500000 Penalty: 4824.231445
	Iteration 27Q: 3 clusters Score -2510184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2510200.000000 Penalty: 4824.231445
	Iteration 28Q: 3 clusters Score -2510200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2510204.750000 Penalty: 4824.231445
	Iteration 29Q: 3 clusters Score -2510205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2510211.250000 Penalty: 4824.231445
	Iteration 30Q: 3 clusters Score -2510211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2510214.750000 Penalty: 4824.231445
	Iteration 31Q: 3 clusters Score -2510215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2510224.500000 Penalty: 4824.231445
	Iteration 32Q: 3 clusters Score -2510224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2510235.000000 Penalty: 4824.231445
	Iteration 33Q: 3 clusters Score -2510235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2510235.750000 Penalty: 4824.231445
	Iteration 34Q: 3 clusters Score -2510236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2510236.500000 Penalty: 4824.231445
	Iteration 35Q: 3 clusters Score -2510236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2510241.000000 Penalty: 4824.231445
	Iteration 36Q: 3 clusters Score -2510241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2510251.000000 Penalty: 4824.231445
	Iteration 37Q: 3 clusters Score -2510251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2510252.500000 Penalty: 4824.231445
	Iteration 38Q: 3 clusters Score -2510252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2510253.750000 Penalty: 4824.231445
	Iteration 39Q: 3 clusters Score -2510254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2510256.250000 Penalty: 4824.231445
	Iteration 40F: 3 clusters Score -2510256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2510264.000000 Penalty: 4824.231445
	Iteration 41Q: 3 clusters Score -2510264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2510269.500000 Penalty: 4824.231445
	Iteration 42Q: 3 clusters Score -2510270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2510279.000000 Penalty: 4824.231445
	Iteration 43Q: 3 clusters Score -2510279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2510293.500000 Penalty: 4824.231445
	Iteration 44Q: 3 clusters Score -2510294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2510294.000000 Penalty: 4824.231445
	Iteration 45Q: 3 clusters Score -2510294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2510305.250000 Penalty: 4824.231445
	Iteration 46Q: 3 clusters Score -2510305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2510321.250000 Penalty: 4824.231445
	Iteration 47Q: 3 clusters Score -2510321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2510335.250000 Penalty: 4824.231445
	Iteration 48Q: 3 clusters Score -2510335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2510342.000000 Penalty: 4824.231445
	Iteration 49Q: 3 clusters Score -2510342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2510351.250000 Penalty: 4824.231445
	Iteration 50Q: 3 clusters Score -2510351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2510362.250000 Penalty: 4824.231445
	Iteration 51Q: 3 clusters Score -2510362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2510373.250000 Penalty: 4824.231445
	Iteration 52Q: 3 clusters Score -2510373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2510388.750000 Penalty: 4824.231445
	Iteration 53Q: 3 clusters Score -2510389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2510395.500000 Penalty: 4824.231445
	Iteration 54Q: 3 clusters Score -2510396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2510400.750000 Penalty: 4824.231445
	Iteration 55Q: 3 clusters Score -2510401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2510408.000000 Penalty: 4824.231445
	Iteration 56Q: 3 clusters Score -2510408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2510415.000000 Penalty: 4824.231445
	Iteration 57Q: 3 clusters Score -2510415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2510420.250000 Penalty: 4824.231445
	Iteration 58Q: 3 clusters Score -2510420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2510420.500000 Penalty: 4824.231445
	Iteration 59Q: 3 clusters Score -2510420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2510423.500000 Penalty: 4824.231445
	Iteration 60F: 3 clusters Score -2510424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2510427.500000 Penalty: 4824.231445
	Iteration 61Q: 3 clusters Score -2510428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2510432.500000 Penalty: 4824.231445
	Iteration 62Q: 3 clusters Score -2510432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2510439.250000 Penalty: 4824.231445
	Iteration 63Q: 3 clusters Score -2510439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2510451.250000 Penalty: 4824.231445
	Iteration 64Q: 3 clusters Score -2510451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2510455.750000 Penalty: 4824.231445
	Iteration 65Q: 3 clusters Score -2510456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2510459.500000 Penalty: 4824.231445
	Iteration 66Q: 3 clusters Score -2510460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2510464.500000 Penalty: 4824.231445
	Iteration 67Q: 3 clusters Score -2510464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2510462.250000 Penalty: 4824.231445
	Iteration 68Q: 3 clusters Score -2510462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2510470.250000 Penalty: 4824.231445
	Iteration 69Q: 3 clusters Score -2510470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2510472.750000 Penalty: 4824.231445
	Iteration 70Q: 3 clusters Score -2510473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2510465.500000 Penalty: 4824.231445
	Iteration 71Q: 3 clusters Score -2510466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2510470.750000 Penalty: 4824.231445
	Iteration 72Q: 3 clusters Score -2510471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2510479.250000 Penalty: 4824.231445
	Iteration 73Q: 3 clusters Score -2510479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2510480.750000 Penalty: 4824.231445
	Iteration 74Q: 3 clusters Score -2510481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2510486.750000 Penalty: 4824.231445
	Iteration 75Q: 3 clusters Score -2510487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2510485.500000 Penalty: 4824.231445
	Iteration 76Q: 3 clusters Score -2510486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2510492.250000 Penalty: 4824.231445
	Iteration 77Q: 3 clusters Score -2510492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2510489.500000 Penalty: 4824.231445
	Iteration 78Q: 3 clusters Score -2510490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2510489.000000 Penalty: 4824.231445
	Iteration 79Q: 3 clusters Score -2510489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2510485.000000 Penalty: 4824.231445
	Iteration 80F: 3 clusters Score -2510485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2510489.000000 Penalty: 4824.231445
	Iteration 81Q: 3 clusters Score -2510489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2510489.500000 Penalty: 4824.231445
	Iteration 82Q: 3 clusters Score -2510490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2510488.500000 Penalty: 4824.231445
	Iteration 83Q: 3 clusters Score -2510488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2510489.000000 Penalty: 4824.231445
	Iteration 84Q: 3 clusters Score -2510489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2510490.500000 Penalty: 4824.231445
	Iteration 85Q: 3 clusters Score -2510490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2510491.250000 Penalty: 4824.231445
	Iteration 86Q: 3 clusters Score -2510491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2510488.000000 Penalty: 4824.231445
	Iteration 87Q: 3 clusters Score -2510488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2510490.500000 Penalty: 4824.231445
	Iteration 88Q: 3 clusters Score -2510490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2510491.750000 Penalty: 4824.231445
	Iteration 89Q: 3 clusters Score -2510492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2510491.250000 Penalty: 4824.231445
	Iteration 90Q: 3 clusters Score -2510491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2510491.250000 Penalty: 4824.231445
	Iteration 91F: 3 clusters Score -2510491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Entering Unmasked Estep 
Score: -3198306.500000 Penalty: 2464.164795
	Iteration 0F: 2 clusters Score -3198306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3183841.750000 Penalty: 4928.329590
	Iteration 0F: 3 clusters Score -3183842 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3188860.000000 Penalty: 4928.329590
	Iteration 1F: 3 clusters Score -3188860 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3189377.750000 Penalty: 4928.329590
	Iteration 2F: 3 clusters Score -3189378 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3189890.750000 Penalty: 4928.329590
	Iteration 3F: 3 clusters Score -3189891 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3190476.000000 Penalty: 4928.329590
	Iteration 4F: 3 clusters Score -3190476 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3191123.000000 Penalty: 4928.329590
	Iteration 5F: 3 clusters Score -3191123 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3191798.000000 Penalty: 4928.329590
	Iteration 6F: 3 clusters Score -3191798 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3192487.750000 Penalty: 4928.329590
	Iteration 7F: 3 clusters Score -3192488 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3193030.750000 Penalty: 4928.329590
	Iteration 8F: 3 clusters Score -3193031 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3193435.750000 Penalty: 4928.329590
	Iteration 9Q: 3 clusters Score -3193436 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3193833.750000 Penalty: 4928.329590
	Iteration 10Q: 3 clusters Score -3193834 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3194217.500000 Penalty: 4928.329590
	Iteration 11Q: 3 clusters Score -3194218 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3194629.750000 Penalty: 4928.329590
	Iteration 12Q: 3 clusters Score -3194630 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3195039.250000 Penalty: 4928.329590
	Iteration 13Q: 3 clusters Score -3195039 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3195407.750000 Penalty: 4928.329590
	Iteration 14Q: 3 clusters Score -3195408 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3195723.250000 Penalty: 4928.329590
	Iteration 15Q: 3 clusters Score -3195723 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3195965.000000 Penalty: 4928.329590
	Iteration 16Q: 3 clusters Score -3195965 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3196158.250000 Penalty: 4928.329590
	Iteration 17Q: 3 clusters Score -3196158 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3196283.500000 Penalty: 4928.329590
	Iteration 18Q: 3 clusters Score -3196284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3196384.500000 Penalty: 4928.329590
	Iteration 19Q: 3 clusters Score -3196384 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3196458.000000 Penalty: 4928.329590
	Iteration 20F: 3 clusters Score -3196458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3196501.750000 Penalty: 4928.329590
	Iteration 21Q: 3 clusters Score -3196502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3196549.000000 Penalty: 4928.329590
	Iteration 22Q: 3 clusters Score -3196549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3196594.500000 Penalty: 4928.329590
	Iteration 23Q: 3 clusters Score -3196594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3196614.250000 Penalty: 4928.329590
	Iteration 24Q: 3 clusters Score -3196614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3196621.250000 Penalty: 4928.329590
	Iteration 25Q: 3 clusters Score -3196621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3196642.500000 Penalty: 4928.329590
	Iteration 26Q: 3 clusters Score -3196642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3196643.750000 Penalty: 4928.329590
	Iteration 27Q: 3 clusters Score -3196644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3196651.250000 Penalty: 4928.329590
	Iteration 28Q: 3 clusters Score -3196651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3196656.000000 Penalty: 4928.329590
	Iteration 29Q: 3 clusters Score -3196656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3196663.750000 Penalty: 4928.329590
	Iteration 30Q: 3 clusters Score -3196664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3196666.500000 Penalty: 4928.329590
	Iteration 31Q: 3 clusters Score -3196666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3196673.250000 Penalty: 4928.329590
	Iteration 32Q: 3 clusters Score -3196673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3196678.250000 Penalty: 4928.329590
	Iteration 33Q: 3 clusters Score -3196678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3196683.500000 Penalty: 4928.329590
	Iteration 34Q: 3 clusters Score -3196684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3196691.500000 Penalty: 4928.329590
	Iteration 35Q: 3 clusters Score -3196692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3196693.250000 Penalty: 4928.329590
	Iteration 36Q: 3 clusters Score -3196693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3196695.000000 Penalty: 4928.329590
	Iteration 37Q: 3 clusters Score -3196695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3196701.750000 Penalty: 4928.329590
	Iteration 38Q: 3 clusters Score -3196702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3196699.750000 Penalty: 4928.329590
	Iteration 39Q: 3 clusters Score -3196700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3196702.250000 Penalty: 4928.329590
	Iteration 40F: 3 clusters Score -3196702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3196702.750000 Penalty: 4928.329590
	Iteration 41Q: 3 clusters Score -3196703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3196705.500000 Penalty: 4928.329590
	Iteration 42Q: 3 clusters Score -3196706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3196709.000000 Penalty: 4928.329590
	Iteration 43Q: 3 clusters Score -3196709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3196717.250000 Penalty: 4928.329590
	Iteration 44Q: 3 clusters Score -3196717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3196718.750000 Penalty: 4928.329590
	Iteration 45Q: 3 clusters Score -3196719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3196719.500000 Penalty: 4928.329590
	Iteration 46Q: 3 clusters Score -3196720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3196720.000000 Penalty: 4928.329590
	Iteration 47Q: 3 clusters Score -3196720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3196718.750000 Penalty: 4928.329590
	Iteration 48Q: 3 clusters Score -3196719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3196723.000000 Penalty: 4928.329590
	Iteration 49Q: 3 clusters Score -3196723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3196723.500000 Penalty: 4928.329590
	Iteration 50Q: 3 clusters Score -3196724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3196723.250000 Penalty: 4928.329590
	Iteration 51Q: 3 clusters Score -3196723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3196718.750000 Penalty: 4928.329590
	Iteration 52Q: 3 clusters Score -3196719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3196718.750000 Penalty: 4928.329590
	Iteration 53F: 3 clusters Score -3196719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -555714.875000 Penalty: 2036.178223
	Iteration 0F: 2 clusters Score -555714.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -552003.437500 Penalty: 4072.356445
	Iteration 0F: 3 clusters Score -552003.4 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -552822.687500 Penalty: 4072.356445
	Iteration 1F: 3 clusters Score -552822.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -552989.000000 Penalty: 4072.356445
	Iteration 2F: 3 clusters Score -552989 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -553096.250000 Penalty: 4072.356445
	Iteration 3Q: 3 clusters Score -553096.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553183.875000 Penalty: 4072.356445
	Iteration 4Q: 3 clusters Score -553183.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -553248.125000 Penalty: 4072.356445
	Iteration 5Q: 3 clusters Score -553248.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -553297.125000 Penalty: 4072.356445
	Iteration 6Q: 3 clusters Score -553297.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -553341.937500 Penalty: 4072.356445
	Iteration 7Q: 3 clusters Score -553341.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -553373.000000 Penalty: 4072.356445
	Iteration 8Q: 3 clusters Score -553373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -553402.937500 Penalty: 4072.356445
	Iteration 9Q: 3 clusters Score -553402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -553423.375000 Penalty: 4072.356445
	Iteration 10Q: 3 clusters Score -553423.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -553446.812500 Penalty: 4072.356445
	Iteration 11Q: 3 clusters Score -553446.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -553462.000000 Penalty: 4072.356445
	Iteration 12Q: 3 clusters Score -553462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -553474.562500 Penalty: 4072.356445
	Iteration 13Q: 3 clusters Score -553474.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -553489.312500 Penalty: 4072.356445
	Iteration 14Q: 3 clusters Score -553489.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -553502.187500 Penalty: 4072.356445
	Iteration 15Q: 3 clusters Score -553502.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -553514.125000 Penalty: 4072.356445
	Iteration 16Q: 3 clusters Score -553514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -553523.937500 Penalty: 4072.356445
	Iteration 17Q: 3 clusters Score -553523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -553533.750000 Penalty: 4072.356445
	Iteration 18Q: 3 clusters Score -553533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -553545.437500 Penalty: 4072.356445
	Iteration 19Q: 3 clusters Score -553545.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -553554.812500 Penalty: 4072.356445
	Iteration 20F: 3 clusters Score -553554.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -553567.687500 Penalty: 4072.356445
	Iteration 21Q: 3 clusters Score -553567.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -553574.687500 Penalty: 4072.356445
	Iteration 22Q: 3 clusters Score -553574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -553579.687500 Penalty: 4072.356445
	Iteration 23Q: 3 clusters Score -553579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -553586.250000 Penalty: 4072.356445
	Iteration 24Q: 3 clusters Score -553586.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -553588.500000 Penalty: 4072.356445
	Iteration 25Q: 3 clusters Score -553588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -553594.000000 Penalty: 4072.356445
	Iteration 26Q: 3 clusters Score -553594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -553600.062500 Penalty: 4072.356445
	Iteration 27Q: 3 clusters Score -553600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -553605.437500 Penalty: 4072.356445
	Iteration 28Q: 3 clusters Score -553605.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -553609.000000 Penalty: 4072.356445
	Iteration 29Q: 3 clusters Score -553609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -553614.812500 Penalty: 4072.356445
	Iteration 30Q: 3 clusters Score -553614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -553617.125000 Penalty: 4072.356445
	Iteration 31Q: 3 clusters Score -553617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -553621.937500 Penalty: 4072.356445
	Iteration 32Q: 3 clusters Score -553621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -553625.875000 Penalty: 4072.356445
	Iteration 33Q: 3 clusters Score -553625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -553630.625000 Penalty: 4072.356445
	Iteration 34Q: 3 clusters Score -553630.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -553637.437500 Penalty: 4072.356445
	Iteration 35Q: 3 clusters Score -553637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -553643.375000 Penalty: 4072.356445
	Iteration 36Q: 3 clusters Score -553643.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -553647.250000 Penalty: 4072.356445
	Iteration 37Q: 3 clusters Score -553647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -553653.687500 Penalty: 4072.356445
	Iteration 38Q: 3 clusters Score -553653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -553657.500000 Penalty: 4072.356445
	Iteration 39Q: 3 clusters Score -553657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -553660.500000 Penalty: 4072.356445
	Iteration 40F: 3 clusters Score -553660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -553663.187500 Penalty: 4072.356445
	Iteration 41Q: 3 clusters Score -553663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -553665.750000 Penalty: 4072.356445
	Iteration 42Q: 3 clusters Score -553665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -553667.250000 Penalty: 4072.356445
	Iteration 43Q: 3 clusters Score -553667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -553670.687500 Penalty: 4072.356445
	Iteration 44Q: 3 clusters Score -553670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -553673.875000 Penalty: 4072.356445
	Iteration 45Q: 3 clusters Score -553673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -553676.937500 Penalty: 4072.356445
	Iteration 46Q: 3 clusters Score -553676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -553680.312500 Penalty: 4072.356445
	Iteration 47Q: 3 clusters Score -553680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -553683.375000 Penalty: 4072.356445
	Iteration 48Q: 3 clusters Score -553683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -553685.937500 Penalty: 4072.356445
	Iteration 49Q: 3 clusters Score -553685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -553688.437500 Penalty: 4072.356445
	Iteration 50Q: 3 clusters Score -553688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -553690.875000 Penalty: 4072.356445
	Iteration 51Q: 3 clusters Score -553690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -553692.562500 Penalty: 4072.356445
	Iteration 52Q: 3 clusters Score -553692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -553695.125000 Penalty: 4072.356445
	Iteration 53Q: 3 clusters Score -553695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -553700.875000 Penalty: 4072.356445
	Iteration 54Q: 3 clusters Score -553700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -553706.625000 Penalty: 4072.356445
	Iteration 55Q: 3 clusters Score -553706.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -553714.812500 Penalty: 4072.356445
	Iteration 56Q: 3 clusters Score -553714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -553719.437500 Penalty: 4072.356445
	Iteration 57Q: 3 clusters Score -553719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -553723.250000 Penalty: 4072.356445
	Iteration 58Q: 3 clusters Score -553723.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -553727.375000 Penalty: 4072.356445
	Iteration 59Q: 3 clusters Score -553727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -553730.125000 Penalty: 4072.356445
	Iteration 60F: 3 clusters Score -553730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -553732.375000 Penalty: 4072.356445
	Iteration 61Q: 3 clusters Score -553732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -553740.250000 Penalty: 4072.356445
	Iteration 62Q: 3 clusters Score -553740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -553747.875000 Penalty: 4072.356445
	Iteration 63Q: 3 clusters Score -553747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -553752.375000 Penalty: 4072.356445
	Iteration 64Q: 3 clusters Score -553752.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -553764.187500 Penalty: 4072.356445
	Iteration 65Q: 3 clusters Score -553764.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -553776.062500 Penalty: 4072.356445
	Iteration 66Q: 3 clusters Score -553776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -553785.500000 Penalty: 4072.356445
	Iteration 67Q: 3 clusters Score -553785.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -553792.937500 Penalty: 4072.356445
	Iteration 68Q: 3 clusters Score -553792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -553804.000000 Penalty: 4072.356445
	Iteration 69Q: 3 clusters Score -553804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -553813.312500 Penalty: 4072.356445
	Iteration 70Q: 3 clusters Score -553813.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -553819.562500 Penalty: 4072.356445
	Iteration 71Q: 3 clusters Score -553819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -553826.250000 Penalty: 4072.356445
	Iteration 72Q: 3 clusters Score -553826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -553831.000000 Penalty: 4072.356445
	Iteration 73Q: 3 clusters Score -553831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -553835.062500 Penalty: 4072.356445
	Iteration 74Q: 3 clusters Score -553835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -553840.812500 Penalty: 4072.356445
	Iteration 75Q: 3 clusters Score -553840.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -553852.062500 Penalty: 4072.356445
	Iteration 76Q: 3 clusters Score -553852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -553856.937500 Penalty: 4072.356445
	Iteration 77Q: 3 clusters Score -553856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -553861.562500 Penalty: 4072.356445
	Iteration 78Q: 3 clusters Score -553861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -553864.625000 Penalty: 4072.356445
	Iteration 79Q: 3 clusters Score -553864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -553867.875000 Penalty: 4072.356445
	Iteration 80F: 3 clusters Score -553867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -553875.875000 Penalty: 4072.356445
	Iteration 81Q: 3 clusters Score -553875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -553882.687500 Penalty: 4072.356445
	Iteration 82Q: 3 clusters Score -553882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -553890.437500 Penalty: 4072.356445
	Iteration 83Q: 3 clusters Score -553890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -553896.250000 Penalty: 4072.356445
	Iteration 84Q: 3 clusters Score -553896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -553907.875000 Penalty: 4072.356445
	Iteration 85Q: 3 clusters Score -553907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -553917.312500 Penalty: 4072.356445
	Iteration 86Q: 3 clusters Score -553917.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -553923.937500 Penalty: 4072.356445
	Iteration 87Q: 3 clusters Score -553923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -553928.625000 Penalty: 4072.356445
	Iteration 88Q: 3 clusters Score -553928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -553930.625000 Penalty: 4072.356445
	Iteration 89Q: 3 clusters Score -553930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -553933.812500 Penalty: 4072.356445
	Iteration 90Q: 3 clusters Score -553933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -553938.062500 Penalty: 4072.356445
	Iteration 91Q: 3 clusters Score -553938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -553942.187500 Penalty: 4072.356445
	Iteration 92Q: 3 clusters Score -553942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -553944.062500 Penalty: 4072.356445
	Iteration 93Q: 3 clusters Score -553944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -553945.625000 Penalty: 4072.356445
	Iteration 94Q: 3 clusters Score -553945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -553947.375000 Penalty: 4072.356445
	Iteration 95Q: 3 clusters Score -553947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -553948.125000 Penalty: 4072.356445
	Iteration 96Q: 3 clusters Score -553948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -553948.625000 Penalty: 4072.356445
	Iteration 97Q: 3 clusters Score -553948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -553948.625000 Penalty: 4072.356445
	Iteration 98F: 3 clusters Score -553948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -143552.328125 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -143552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141636.812500 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -141636.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142051.453125 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -142051.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142346.468750 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -142346.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -142590.187500 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -142590.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142764.187500 Penalty: 3450.446533
	Iteration 4F: 3 clusters Score -142764.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142858.718750 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -142858.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142956.171875 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -142956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -143017.125000 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -143017.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143058.078125 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -143058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143061.593750 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -143061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143062.656250 Penalty: 3450.446533
	Iteration 10F: 3 clusters Score -143062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143066.562500 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -143066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143069.875000 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -143069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143069.875000 Penalty: 3450.446533
	Iteration 13F: 3 clusters Score -143069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64380 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115585 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 103123 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 5304 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 12619 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 6542 members 
Mstep: Class 31 contains 34995 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16752 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408632.000000 Penalty: 148260.671875
Iteration 159Q: 45 clusters Score -1.204086e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64380 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115586 members 
Mstep: Class 6 contains 11351 members 
Mstep: Class 7 contains 103102 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 14851 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21649 members 
Mstep: Class 22 contains 12623 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 10530 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 6539 members 
Mstep: Class 31 contains 34993 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50304 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 29802 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120408832.000000 Penalty: 148260.671875
Iteration 160F: 45 clusters Score -1.204088e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64376 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 115582 members 
Mstep: Class 6 contains 11351 members 
Mstep: Class 7 contains 103083 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 14849 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21651 members 
Mstep: Class 22 contains 12625 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 10531 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9175 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 34993 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50304 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9645 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 29799 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16804 members 
Mstep: Class 42 contains 20663 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409016.000000 Penalty: 148260.671875
Iteration 161Q: 45 clusters Score -1.20409e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 64373 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115582 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 103074 members 
Mstep: Class 8 contains 10484 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 14843 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1212 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28787 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21651 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 283 members 
Mstep: Class 25 contains 8457 members 
Mstep: Class 26 contains 10533 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 6534 members 
Mstep: Class 31 contains 34988 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50307 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16817 members 
Mstep: Class 42 contains 20663 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409096.000000 Penalty: 148260.671875
Iteration 162Q: 45 clusters Score -1.204091e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64374 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 33364 members 
Mstep: Class 5 contains 115582 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 103070 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 14834 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 5316 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28789 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21656 members 
Mstep: Class 22 contains 12628 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10531 members 
Mstep: Class 27 contains 20465 members 
Mstep: Class 28 contains 9177 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 6531 members 
Mstep: Class 31 contains 34990 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50307 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29802 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 20663 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409192.000000 Penalty: 148260.671875
Iteration 163Q: 45 clusters Score -1.204092e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64370 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33362 members 
Mstep: Class 5 contains 115584 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 103063 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 14836 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28789 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21657 members 
Mstep: Class 22 contains 12630 members 
Mstep: Class 23 contains 17861 members 
Mstep: Class 24 contains 278 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10532 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 6527 members 
Mstep: Class 31 contains 34988 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50306 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9655 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16838 members 
Mstep: Class 42 contains 20665 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409208.000000 Penalty: 148260.671875
Iteration 164Q: 45 clusters Score -1.204092e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64366 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 33363 members 
Mstep: Class 5 contains 115582 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 7 contains 103057 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14834 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28789 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21656 members 
Mstep: Class 22 contains 12631 members 
Mstep: Class 23 contains 17863 members 
Mstep: Class 24 contains 278 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 10532 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 6519 members 
Mstep: Class 31 contains 34990 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50304 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9663 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16846 members 
Mstep: Class 42 contains 20666 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409192.000000 Penalty: 148260.671875
Iteration 165Q: 45 clusters Score -1.204092e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64364 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33362 members 
Mstep: Class 5 contains 115576 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 103052 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14833 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28792 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21655 members 
Mstep: Class 22 contains 12633 members 
Mstep: Class 23 contains 17864 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10529 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9176 members 
Mstep: Class 29 contains 6178 members 
Mstep: Class 30 contains 6513 members 
Mstep: Class 31 contains 34995 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9672 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16850 members 
Mstep: Class 42 contains 20666 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409184.000000 Penalty: 148260.671875
Iteration 166Q: 45 clusters Score -1.204092e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64363 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115573 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103048 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14828 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21656 members 
Mstep: Class 22 contains 12637 members 
Mstep: Class 23 contains 17862 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10526 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9177 members 
Mstep: Class 29 contains 6177 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 34997 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9678 members 
Mstep: Class 38 contains 769 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 20666 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409208.000000 Penalty: 148260.671875
Iteration 167Q: 45 clusters Score -1.204092e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64363 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115569 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 103043 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 21565 members 
Mstep: Class 10 contains 14821 members 
Mstep: Class 11 contains 63505 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21658 members 
Mstep: Class 22 contains 12639 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10524 members 
Mstep: Class 27 contains 20462 members 
Mstep: Class 28 contains 9177 members 
Mstep: Class 29 contains 6177 members 
Mstep: Class 30 contains 6500 members 
Mstep: Class 31 contains 35000 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9693 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16860 members 
Mstep: Class 42 contains 20667 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409168.000000 Penalty: 148260.671875
Iteration 168Q: 45 clusters Score -1.204092e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115565 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103042 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 21566 members 
Mstep: Class 10 contains 14815 members 
Mstep: Class 11 contains 63505 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 5317 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21659 members 
Mstep: Class 22 contains 12638 members 
Mstep: Class 23 contains 17859 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8458 members 
Mstep: Class 26 contains 10521 members 
Mstep: Class 27 contains 20461 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6178 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 35002 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50303 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9707 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16862 members 
Mstep: Class 42 contains 20670 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409304.000000 Penalty: 148260.671875
Iteration 169Q: 45 clusters Score -1.204093e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115558 members 
Mstep: Class 6 contains 11355 members 
Mstep: Class 7 contains 103042 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14813 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21660 members 
Mstep: Class 22 contains 12646 members 
Mstep: Class 23 contains 17859 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 10520 members 
Mstep: Class 27 contains 20461 members 
Mstep: Class 28 contains 9177 members 
Mstep: Class 29 contains 6177 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 35004 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50303 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9721 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16865 members 
Mstep: Class 42 contains 20672 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409336.000000 Penalty: 148260.671875
Iteration 170Q: 45 clusters Score -1.204093e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115561 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 103041 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 21570 members 
Mstep: Class 10 contains 14811 members 
Mstep: Class 11 contains 63505 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21661 members 
Mstep: Class 22 contains 12649 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 10522 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9177 members 
Mstep: Class 29 contains 6176 members 
Mstep: Class 30 contains 6473 members 
Mstep: Class 31 contains 35002 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9726 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16867 members 
Mstep: Class 42 contains 20672 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409336.000000 Penalty: 148260.671875
Iteration 171Q: 45 clusters Score -1.204093e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115559 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 103040 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12656 members 
Mstep: Class 23 contains 17859 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8459 members 
Mstep: Class 26 contains 10521 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6175 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 35006 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9731 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29801 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 20672 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409384.000000 Penalty: 148260.671875
Iteration 172Q: 45 clusters Score -1.204094e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115561 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14808 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14062 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28799 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 17857 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8460 members 
Mstep: Class 26 contains 10523 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6174 members 
Mstep: Class 30 contains 6461 members 
Mstep: Class 31 contains 35009 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20673 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409336.000000 Penalty: 148260.671875
Iteration 173Q: 45 clusters Score -1.204093e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115561 members 
Mstep: Class 6 contains 11355 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14808 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28799 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12663 members 
Mstep: Class 23 contains 17856 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 10527 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6169 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 35014 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50301 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9743 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29803 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20673 members 
Mstep: Class 43 contains 3677 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409440.000000 Penalty: 148260.671875
Iteration 174Q: 45 clusters Score -1.204094e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64360 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115562 members 
Mstep: Class 6 contains 11356 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14808 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14058 members 
Mstep: Class 15 contains 5297 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28799 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12665 members 
Mstep: Class 23 contains 17856 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 10525 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9178 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 35017 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50302 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9748 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29804 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20673 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409488.000000 Penalty: 148260.671875
Iteration 175Q: 45 clusters Score -1.204095e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64361 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115559 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14808 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 17855 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 10529 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9179 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 35013 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50300 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29804 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20673 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409336.000000 Penalty: 148260.671875
Iteration 176Q: 45 clusters Score -1.204093e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64362 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115559 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12670 members 
Mstep: Class 23 contains 17855 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8462 members 
Mstep: Class 26 contains 10531 members 
Mstep: Class 27 contains 20464 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6455 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50299 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9751 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20671 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409328.000000 Penalty: 148260.671875
Iteration 177Q: 45 clusters Score -1.204093e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64361 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115557 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28798 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21663 members 
Mstep: Class 22 contains 12673 members 
Mstep: Class 23 contains 17855 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8463 members 
Mstep: Class 26 contains 10532 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6456 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50300 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9749 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20671 members 
Mstep: Class 43 contains 3676 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409296.000000 Penalty: 148260.671875
Iteration 178Q: 45 clusters Score -1.204093e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64359 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115554 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 63511 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21665 members 
Mstep: Class 22 contains 12675 members 
Mstep: Class 23 contains 17855 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8465 members 
Mstep: Class 26 contains 10534 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9183 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6455 members 
Mstep: Class 31 contains 35015 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50298 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20671 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409392.000000 Penalty: 148260.671875
Iteration 179Q: 45 clusters Score -1.204094e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64358 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33359 members 
Mstep: Class 5 contains 115552 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103039 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 63511 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 5283 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21666 members 
Mstep: Class 22 contains 12675 members 
Mstep: Class 23 contains 17853 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10537 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9185 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 35015 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50297 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9754 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29797 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20670 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409488.000000 Penalty: 148260.671875
Iteration 180F: 45 clusters Score -1.204095e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64358 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33359 members 
Mstep: Class 5 contains 115549 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103038 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 11 contains 63511 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21666 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10539 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 35014 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50295 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9759 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29797 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20670 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409680.000000 Penalty: 148260.671875
Iteration 181Q: 45 clusters Score -1.204097e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64359 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33359 members 
Mstep: Class 5 contains 115547 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103038 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28798 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21667 members 
Mstep: Class 22 contains 12675 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10541 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 35014 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50293 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9763 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29797 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20670 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409720.000000 Penalty: 148260.671875
Iteration 182Q: 45 clusters Score -1.204097e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64358 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115545 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103038 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 14801 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21668 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10543 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50289 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29797 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16869 members 
Mstep: Class 42 contains 20669 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409824.000000 Penalty: 148260.671875
Iteration 183Q: 45 clusters Score -1.204098e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64358 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115546 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103037 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21566 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 409 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10549 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 35017 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50287 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29797 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16870 members 
Mstep: Class 42 contains 20668 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409768.000000 Penalty: 148260.671875
Iteration 184Q: 45 clusters Score -1.204098e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64358 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115547 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103037 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 21567 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10554 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9212 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 35014 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50285 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16871 members 
Mstep: Class 42 contains 20669 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409672.000000 Penalty: 148260.671875
Iteration 185Q: 45 clusters Score -1.204097e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64357 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33361 members 
Mstep: Class 5 contains 115546 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103036 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 21565 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14042 members 
Mstep: Class 15 contains 5260 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12678 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10566 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 9220 members 
Mstep: Class 29 contains 6165 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 35011 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50280 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29798 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16874 members 
Mstep: Class 42 contains 20670 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409840.000000 Penalty: 148260.671875
Iteration 186Q: 45 clusters Score -1.204098e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64357 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 115547 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 103035 members 
Mstep: Class 8 contains 10468 members 
Mstep: Class 9 contains 21565 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 63505 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21671 members 
Mstep: Class 22 contains 12681 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10573 members 
Mstep: Class 27 contains 20468 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 6163 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50276 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29796 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16878 members 
Mstep: Class 42 contains 20672 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409816.000000 Penalty: 148260.671875
Iteration 187Q: 45 clusters Score -1.204098e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64356 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33362 members 
Mstep: Class 5 contains 115545 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103030 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 21566 members 
Mstep: Class 10 contains 14798 members 
Mstep: Class 11 contains 63502 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12685 members 
Mstep: Class 23 contains 17851 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10577 members 
Mstep: Class 27 contains 20465 members 
Mstep: Class 28 contains 9233 members 
Mstep: Class 29 contains 6161 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 35019 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50272 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9767 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29795 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16889 members 
Mstep: Class 42 contains 20674 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409848.000000 Penalty: 148260.671875
Iteration 188Q: 45 clusters Score -1.204098e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64355 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33363 members 
Mstep: Class 5 contains 115542 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103028 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 21565 members 
Mstep: Class 10 contains 14798 members 
Mstep: Class 11 contains 63504 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14037 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12688 members 
Mstep: Class 23 contains 17851 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10582 members 
Mstep: Class 27 contains 20466 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 6160 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50270 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9767 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29790 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16895 members 
Mstep: Class 42 contains 20677 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409936.000000 Penalty: 148260.671875
Iteration 189Q: 45 clusters Score -1.204099e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64354 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 33362 members 
Mstep: Class 5 contains 115538 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103026 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14798 members 
Mstep: Class 11 contains 63503 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14033 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28793 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21668 members 
Mstep: Class 22 contains 12690 members 
Mstep: Class 23 contains 17851 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10585 members 
Mstep: Class 27 contains 20466 members 
Mstep: Class 28 contains 9261 members 
Mstep: Class 29 contains 6157 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 35025 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50268 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29787 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16898 members 
Mstep: Class 42 contains 20680 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409848.000000 Penalty: 148260.671875
Iteration 190Q: 45 clusters Score -1.204098e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64351 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 33362 members 
Mstep: Class 5 contains 115535 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103026 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14797 members 
Mstep: Class 11 contains 63502 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 17851 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8466 members 
Mstep: Class 26 contains 10590 members 
Mstep: Class 27 contains 20463 members 
Mstep: Class 28 contains 9266 members 
Mstep: Class 29 contains 6156 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 35039 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50261 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29780 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16905 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409768.000000 Penalty: 148260.671875
Iteration 191Q: 45 clusters Score -1.204098e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64349 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33364 members 
Mstep: Class 5 contains 115535 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 103024 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14793 members 
Mstep: Class 11 contains 63503 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14024 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21670 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 17851 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10596 members 
Mstep: Class 27 contains 20460 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 6156 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 35048 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50258 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9765 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29779 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16912 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409752.000000 Penalty: 148260.671875
Iteration 192Q: 45 clusters Score -1.204098e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64349 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115533 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 103023 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 14793 members 
Mstep: Class 11 contains 63503 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21673 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 17850 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10601 members 
Mstep: Class 27 contains 20459 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 6154 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 35054 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50256 members 
Mstep: Class 34 contains 6560 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29776 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16920 members 
Mstep: Class 42 contains 20687 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409712.000000 Penalty: 148260.671875
Iteration 193Q: 45 clusters Score -1.204097e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64346 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 115531 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 103022 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21562 members 
Mstep: Class 10 contains 14792 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14028 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28799 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21675 members 
Mstep: Class 22 contains 12693 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10609 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9266 members 
Mstep: Class 29 contains 6151 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 35058 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50251 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9769 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29770 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16926 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409776.000000 Penalty: 148260.671875
Iteration 194Q: 45 clusters Score -1.204098e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64345 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33375 members 
Mstep: Class 5 contains 115530 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 103020 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21560 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28801 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21676 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10610 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9264 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6447 members 
Mstep: Class 31 contains 35068 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50253 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9770 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29768 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 20690 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409704.000000 Penalty: 148260.671875
Iteration 195Q: 45 clusters Score -1.204097e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64345 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115528 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 103014 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 21556 members 
Mstep: Class 10 contains 14787 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28802 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21676 members 
Mstep: Class 22 contains 12697 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10620 members 
Mstep: Class 27 contains 20452 members 
Mstep: Class 28 contains 9271 members 
Mstep: Class 29 contains 6152 members 
Mstep: Class 30 contains 6443 members 
Mstep: Class 31 contains 35072 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50250 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9769 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29764 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16945 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409864.000000 Penalty: 148260.671875
Iteration 196Q: 45 clusters Score -1.204099e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64343 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115527 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 103016 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 14781 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21678 members 
Mstep: Class 22 contains 12702 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10623 members 
Mstep: Class 27 contains 20448 members 
Mstep: Class 28 contains 9274 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 6437 members 
Mstep: Class 31 contains 35083 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50251 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9772 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29763 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16952 members 
Mstep: Class 42 contains 20690 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409824.000000 Penalty: 148260.671875
Iteration 197Q: 45 clusters Score -1.204098e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64339 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33381 members 
Mstep: Class 5 contains 115526 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103014 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 21553 members 
Mstep: Class 10 contains 14778 members 
Mstep: Class 11 contains 63505 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21681 members 
Mstep: Class 22 contains 12706 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 10629 members 
Mstep: Class 27 contains 20443 members 
Mstep: Class 28 contains 9276 members 
Mstep: Class 29 contains 6151 members 
Mstep: Class 30 contains 6432 members 
Mstep: Class 31 contains 35092 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50249 members 
Mstep: Class 34 contains 6562 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9775 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29760 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16959 members 
Mstep: Class 42 contains 20693 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409768.000000 Penalty: 148260.671875
Iteration 198Q: 45 clusters Score -1.204098e+08 nChanged 137
Entering ConstructFrom: 
Score: -120409768.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -158031.296875 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -158031.3 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 529 members 
Entering Unmasked Estep 
Score: -156107.375000 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -156107.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -156488.500000 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -156488.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156700.171875 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -156700.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156894.968750 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -156895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -157048.468750 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -157048.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157203.812500 Penalty: 3469.445801
	Iteration 5F: 3 clusters Score -157203.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157356.656250 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -157356.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157445.312500 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -157445.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157487.828125 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -157487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157518.781250 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -157518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -157576.812500 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -157576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157678.109375 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -157678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157850.593750 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -157850.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -158094.562500 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -158094.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -158214.250000 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -158214.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -158283.062500 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -158283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -158301.484375 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -158301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -158305.593750 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -158305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -158311.468750 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -158311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -158312.921875 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -158312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -158315.750000 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -158315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -158320.468750 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -158320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -158324.156250 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -158324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158328.437500 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -158328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158329.484375 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -158329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158329.484375 Penalty: 3469.445801
	Iteration 25F: 3 clusters Score -158329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21683 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10630 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9273 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50245 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9780 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29762 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 833 members 
Entering Unmasked Estep 
Score: -120408624.000000 Penalty: 151630.234375
Splitting cluster 1 changes total score from -120409768.000000 to -120408624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Entering Unmasked Estep 
Score: -9942910.000000 Penalty: 2745.828613
	Iteration 0F: 2 clusters Score -9942910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -9899974.000000 Penalty: 5491.657227
	Iteration 0F: 3 clusters Score -9899974 nChanged 29934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -9916776.000000 Penalty: 5491.657227
	Iteration 1F: 3 clusters Score -9916776 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -9917541.000000 Penalty: 5491.657227
	Iteration 2Q: 3 clusters Score -9917541 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -9918202.000000 Penalty: 5491.657227
	Iteration 3Q: 3 clusters Score -9918202 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -9918911.000000 Penalty: 5491.657227
	Iteration 4Q: 3 clusters Score -9918911 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -9919775.000000 Penalty: 5491.657227
	Iteration 5Q: 3 clusters Score -9919775 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -9920623.000000 Penalty: 5491.657227
	Iteration 6Q: 3 clusters Score -9920623 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -9921453.000000 Penalty: 5491.657227
	Iteration 7Q: 3 clusters Score -9921453 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -9922350.000000 Penalty: 5491.657227
	Iteration 8Q: 3 clusters Score -9922350 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -9923153.000000 Penalty: 5491.657227
	Iteration 9Q: 3 clusters Score -9923153 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -9923810.000000 Penalty: 5491.657227
	Iteration 10Q: 3 clusters Score -9923810 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -9924535.000000 Penalty: 5491.657227
	Iteration 11Q: 3 clusters Score -9924535 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -9925204.000000 Penalty: 5491.657227
	Iteration 12Q: 3 clusters Score -9925204 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -9925900.000000 Penalty: 5491.657227
	Iteration 13Q: 3 clusters Score -9925900 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -9926754.000000 Penalty: 5491.657227
	Iteration 14Q: 3 clusters Score -9926754 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -9927672.000000 Penalty: 5491.657227
	Iteration 15Q: 3 clusters Score -9927672 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -9928638.000000 Penalty: 5491.657227
	Iteration 16Q: 3 clusters Score -9928638 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -9929232.000000 Penalty: 5491.657227
	Iteration 17Q: 3 clusters Score -9929232 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -9929683.000000 Penalty: 5491.657227
	Iteration 18Q: 3 clusters Score -9929683 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -9929787.000000 Penalty: 5491.657227
	Iteration 19Q: 3 clusters Score -9929787 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -9929882.000000 Penalty: 5491.657227
	Iteration 20F: 3 clusters Score -9929882 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9929931.000000 Penalty: 5491.657227
	Iteration 21Q: 3 clusters Score -9929931 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -9930015.000000 Penalty: 5491.657227
	Iteration 22Q: 3 clusters Score -9930015 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9930081.000000 Penalty: 5491.657227
	Iteration 23Q: 3 clusters Score -9930081 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -9930101.000000 Penalty: 5491.657227
	Iteration 24Q: 3 clusters Score -9930101 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -9930159.000000 Penalty: 5491.657227
	Iteration 25Q: 3 clusters Score -9930159 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9930210.000000 Penalty: 5491.657227
	Iteration 26Q: 3 clusters Score -9930210 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -9930269.000000 Penalty: 5491.657227
	Iteration 27Q: 3 clusters Score -9930269 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -9930328.000000 Penalty: 5491.657227
	Iteration 28Q: 3 clusters Score -9930328 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9930434.000000 Penalty: 5491.657227
	Iteration 29Q: 3 clusters Score -9930434 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -9930500.000000 Penalty: 5491.657227
	Iteration 30Q: 3 clusters Score -9930500 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9930486.000000 Penalty: 5491.657227
	Iteration 31Q: 3 clusters Score -9930486 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -9930585.000000 Penalty: 5491.657227
	Iteration 32Q: 3 clusters Score -9930585 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -9930622.000000 Penalty: 5491.657227
	Iteration 33Q: 3 clusters Score -9930622 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -9930706.000000 Penalty: 5491.657227
	Iteration 34Q: 3 clusters Score -9930706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9930813.000000 Penalty: 5491.657227
	Iteration 35Q: 3 clusters Score -9930813 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -9930887.000000 Penalty: 5491.657227
	Iteration 36Q: 3 clusters Score -9930887 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -9930993.000000 Penalty: 5491.657227
	Iteration 37Q: 3 clusters Score -9930993 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -9931091.000000 Penalty: 5491.657227
	Iteration 38Q: 3 clusters Score -9931091 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -9931231.000000 Penalty: 5491.657227
	Iteration 39Q: 3 clusters Score -9931231 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -9931418.000000 Penalty: 5491.657227
	Iteration 40F: 3 clusters Score -9931418 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -9931633.000000 Penalty: 5491.657227
	Iteration 41Q: 3 clusters Score -9931633 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -9931835.000000 Penalty: 5491.657227
	Iteration 42Q: 3 clusters Score -9931835 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -9932115.000000 Penalty: 5491.657227
	Iteration 43Q: 3 clusters Score -9932115 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -9932406.000000 Penalty: 5491.657227
	Iteration 44Q: 3 clusters Score -9932406 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -9932751.000000 Penalty: 5491.657227
	Iteration 45Q: 3 clusters Score -9932751 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -9933196.000000 Penalty: 5491.657227
	Iteration 46Q: 3 clusters Score -9933196 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -9933721.000000 Penalty: 5491.657227
	Iteration 47Q: 3 clusters Score -9933721 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -9934263.000000 Penalty: 5491.657227
	Iteration 48Q: 3 clusters Score -9934263 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -9934884.000000 Penalty: 5491.657227
	Iteration 49Q: 3 clusters Score -9934884 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -9935534.000000 Penalty: 5491.657227
	Iteration 50Q: 3 clusters Score -9935534 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -9936248.000000 Penalty: 5491.657227
	Iteration 51Q: 3 clusters Score -9936248 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -9936999.000000 Penalty: 5491.657227
	Iteration 52Q: 3 clusters Score -9936999 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -9937638.000000 Penalty: 5491.657227
	Iteration 53Q: 3 clusters Score -9937638 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -9938244.000000 Penalty: 5491.657227
	Iteration 54Q: 3 clusters Score -9938244 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -9938797.000000 Penalty: 5491.657227
	Iteration 55Q: 3 clusters Score -9938797 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -9939300.000000 Penalty: 5491.657227
	Iteration 56Q: 3 clusters Score -9939300 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -9939671.000000 Penalty: 5491.657227
	Iteration 57Q: 3 clusters Score -9939671 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -9939929.000000 Penalty: 5491.657227
	Iteration 58Q: 3 clusters Score -9939929 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -9940112.000000 Penalty: 5491.657227
	Iteration 59Q: 3 clusters Score -9940112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -9940236.000000 Penalty: 5491.657227
	Iteration 60F: 3 clusters Score -9940236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -9940350.000000 Penalty: 5491.657227
	Iteration 61Q: 3 clusters Score -9940350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -9940416.000000 Penalty: 5491.657227
	Iteration 62Q: 3 clusters Score -9940416 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -9940485.000000 Penalty: 5491.657227
	Iteration 63Q: 3 clusters Score -9940485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -9940524.000000 Penalty: 5491.657227
	Iteration 64Q: 3 clusters Score -9940524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -9940555.000000 Penalty: 5491.657227
	Iteration 65Q: 3 clusters Score -9940555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -9940556.000000 Penalty: 5491.657227
	Iteration 66Q: 3 clusters Score -9940556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -9940576.000000 Penalty: 5491.657227
	Iteration 67Q: 3 clusters Score -9940576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -9940589.000000 Penalty: 5491.657227
	Iteration 68Q: 3 clusters Score -9940589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -9940584.000000 Penalty: 5491.657227
	Iteration 69Q: 3 clusters Score -9940584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9940595.000000 Penalty: 5491.657227
	Iteration 70Q: 3 clusters Score -9940595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -9940599.000000 Penalty: 5491.657227
	Iteration 71Q: 3 clusters Score -9940599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -9940603.000000 Penalty: 5491.657227
	Iteration 72Q: 3 clusters Score -9940603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -9940609.000000 Penalty: 5491.657227
	Iteration 73Q: 3 clusters Score -9940609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -9940610.000000 Penalty: 5491.657227
	Iteration 74Q: 3 clusters Score -9940610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -9940612.000000 Penalty: 5491.657227
	Iteration 75Q: 3 clusters Score -9940612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -9940625.000000 Penalty: 5491.657227
	Iteration 76Q: 3 clusters Score -9940625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -9940618.000000 Penalty: 5491.657227
	Iteration 77Q: 3 clusters Score -9940618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -9940615.000000 Penalty: 5491.657227
	Iteration 78Q: 3 clusters Score -9940615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -9940624.000000 Penalty: 5491.657227
	Iteration 79Q: 3 clusters Score -9940624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -9940621.000000 Penalty: 5491.657227
	Iteration 80F: 3 clusters Score -9940621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -9940626.000000 Penalty: 5491.657227
	Iteration 81Q: 3 clusters Score -9940626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -9940635.000000 Penalty: 5491.657227
	Iteration 82Q: 3 clusters Score -9940635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -9940645.000000 Penalty: 5491.657227
	Iteration 83Q: 3 clusters Score -9940645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -9940641.000000 Penalty: 5491.657227
	Iteration 84Q: 3 clusters Score -9940641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -9940631.000000 Penalty: 5491.657227
	Iteration 85Q: 3 clusters Score -9940631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -9940633.000000 Penalty: 5491.657227
	Iteration 86Q: 3 clusters Score -9940633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -9940634.000000 Penalty: 5491.657227
	Iteration 87Q: 3 clusters Score -9940634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -9940627.000000 Penalty: 5491.657227
	Iteration 88Q: 3 clusters Score -9940627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9940630.000000 Penalty: 5491.657227
	Iteration 89Q: 3 clusters Score -9940630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9940638.000000 Penalty: 5491.657227
	Iteration 90Q: 3 clusters Score -9940638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9940638.000000 Penalty: 5491.657227
	Iteration 91F: 3 clusters Score -9940638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -1042759.312500 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -1042759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1037237.000000 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -1037237 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1038619.375000 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -1038619 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1038875.437500 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -1038875 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1039034.812500 Penalty: 4361.405762
	Iteration 3Q: 3 clusters Score -1039035 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1039169.000000 Penalty: 4361.405762
	Iteration 4Q: 3 clusters Score -1039169 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1039287.937500 Penalty: 4361.405762
	Iteration 5Q: 3 clusters Score -1039288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1039403.875000 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -1039404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1039526.875000 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -1039527 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1039671.812500 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -1039672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1039822.250000 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -1039822 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1039990.250000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -1039990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1040167.062500 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -1040167 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1040330.437500 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -1040330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1040469.062500 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -1040469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1040564.875000 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -1040565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1040645.250000 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -1040645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1040699.250000 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -1040699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1040753.937500 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -1040754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1040798.625000 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -1040799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1040819.625000 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -1040820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1040832.500000 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -1040832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1040844.250000 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -1040844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1040845.312500 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -1040845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1040848.250000 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -1040848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1040848.250000 Penalty: 4361.405762
	Iteration 24F: 3 clusters Score -1040848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Entering Unmasked Estep 
Score: -5205153.500000 Penalty: 2583.096680
	Iteration 0F: 2 clusters Score -5205154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5182340.500000 Penalty: 5166.193359
	Iteration 0F: 3 clusters Score -5182340 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -5190670.500000 Penalty: 5166.193359
	Iteration 1F: 3 clusters Score -5190670 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5191233.500000 Penalty: 5166.193359
	Iteration 2Q: 3 clusters Score -5191234 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5191861.000000 Penalty: 5166.193359
	Iteration 3Q: 3 clusters Score -5191861 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5192615.500000 Penalty: 5166.193359
	Iteration 4Q: 3 clusters Score -5192616 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5193680.500000 Penalty: 5166.193359
	Iteration 5F: 3 clusters Score -5193680 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5194851.500000 Penalty: 5166.193359
	Iteration 6F: 3 clusters Score -5194852 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5195997.500000 Penalty: 5166.193359
	Iteration 7F: 3 clusters Score -5195998 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5196988.500000 Penalty: 5166.193359
	Iteration 8F: 3 clusters Score -5196988 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5197696.500000 Penalty: 5166.193359
	Iteration 9Q: 3 clusters Score -5197696 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5198271.500000 Penalty: 5166.193359
	Iteration 10Q: 3 clusters Score -5198272 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5198692.000000 Penalty: 5166.193359
	Iteration 11Q: 3 clusters Score -5198692 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5199020.000000 Penalty: 5166.193359
	Iteration 12Q: 3 clusters Score -5199020 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5199291.000000 Penalty: 5166.193359
	Iteration 13Q: 3 clusters Score -5199291 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5199559.000000 Penalty: 5166.193359
	Iteration 14Q: 3 clusters Score -5199559 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5199756.500000 Penalty: 5166.193359
	Iteration 15Q: 3 clusters Score -5199756 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5199995.500000 Penalty: 5166.193359
	Iteration 16Q: 3 clusters Score -5199996 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5200230.000000 Penalty: 5166.193359
	Iteration 17Q: 3 clusters Score -5200230 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5200476.000000 Penalty: 5166.193359
	Iteration 18Q: 3 clusters Score -5200476 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5200696.500000 Penalty: 5166.193359
	Iteration 19Q: 3 clusters Score -5200696 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5200965.500000 Penalty: 5166.193359
	Iteration 20F: 3 clusters Score -5200966 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5201254.000000 Penalty: 5166.193359
	Iteration 21Q: 3 clusters Score -5201254 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5201511.500000 Penalty: 5166.193359
	Iteration 22Q: 3 clusters Score -5201512 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5201775.000000 Penalty: 5166.193359
	Iteration 23Q: 3 clusters Score -5201775 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5201986.000000 Penalty: 5166.193359
	Iteration 24Q: 3 clusters Score -5201986 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -5202167.500000 Penalty: 5166.193359
	Iteration 25Q: 3 clusters Score -5202168 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5202361.500000 Penalty: 5166.193359
	Iteration 26Q: 3 clusters Score -5202362 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5202542.000000 Penalty: 5166.193359
	Iteration 27Q: 3 clusters Score -5202542 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5202693.500000 Penalty: 5166.193359
	Iteration 28Q: 3 clusters Score -5202694 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5202801.000000 Penalty: 5166.193359
	Iteration 29Q: 3 clusters Score -5202801 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -5202909.000000 Penalty: 5166.193359
	Iteration 30Q: 3 clusters Score -5202909 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -5202971.500000 Penalty: 5166.193359
	Iteration 31Q: 3 clusters Score -5202972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5203027.500000 Penalty: 5166.193359
	Iteration 32Q: 3 clusters Score -5203028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -5203077.500000 Penalty: 5166.193359
	Iteration 33Q: 3 clusters Score -5203078 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5203129.000000 Penalty: 5166.193359
	Iteration 34Q: 3 clusters Score -5203129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -5203152.000000 Penalty: 5166.193359
	Iteration 35Q: 3 clusters Score -5203152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5203173.000000 Penalty: 5166.193359
	Iteration 36Q: 3 clusters Score -5203173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5203188.500000 Penalty: 5166.193359
	Iteration 37Q: 3 clusters Score -5203188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5203195.000000 Penalty: 5166.193359
	Iteration 38Q: 3 clusters Score -5203195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5203222.000000 Penalty: 5166.193359
	Iteration 39Q: 3 clusters Score -5203222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5203228.500000 Penalty: 5166.193359
	Iteration 40F: 3 clusters Score -5203228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5203249.000000 Penalty: 5166.193359
	Iteration 41Q: 3 clusters Score -5203249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -5203263.000000 Penalty: 5166.193359
	Iteration 42Q: 3 clusters Score -5203263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -5203261.500000 Penalty: 5166.193359
	Iteration 43Q: 3 clusters Score -5203262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5203262.000000 Penalty: 5166.193359
	Iteration 44Q: 3 clusters Score -5203262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5203264.500000 Penalty: 5166.193359
	Iteration 45Q: 3 clusters Score -5203264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -5203279.000000 Penalty: 5166.193359
	Iteration 46Q: 3 clusters Score -5203279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5203282.500000 Penalty: 5166.193359
	Iteration 47Q: 3 clusters Score -5203282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5203290.000000 Penalty: 5166.193359
	Iteration 48Q: 3 clusters Score -5203290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5203300.500000 Penalty: 5166.193359
	Iteration 49Q: 3 clusters Score -5203300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -5203298.000000 Penalty: 5166.193359
	Iteration 50Q: 3 clusters Score -5203298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5203303.500000 Penalty: 5166.193359
	Iteration 51Q: 3 clusters Score -5203304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5203311.500000 Penalty: 5166.193359
	Iteration 52Q: 3 clusters Score -5203312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5203316.000000 Penalty: 5166.193359
	Iteration 53Q: 3 clusters Score -5203316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5203321.500000 Penalty: 5166.193359
	Iteration 54Q: 3 clusters Score -5203322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5203328.500000 Penalty: 5166.193359
	Iteration 55Q: 3 clusters Score -5203328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5203329.000000 Penalty: 5166.193359
	Iteration 56Q: 3 clusters Score -5203329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -5203324.500000 Penalty: 5166.193359
	Iteration 57Q: 3 clusters Score -5203324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5203335.500000 Penalty: 5166.193359
	Iteration 58Q: 3 clusters Score -5203336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5203339.000000 Penalty: 5166.193359
	Iteration 59Q: 3 clusters Score -5203339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5203353.500000 Penalty: 5166.193359
	Iteration 60F: 3 clusters Score -5203354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5203359.000000 Penalty: 5166.193359
	Iteration 61Q: 3 clusters Score -5203359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5203358.500000 Penalty: 5166.193359
	Iteration 62Q: 3 clusters Score -5203358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5203362.000000 Penalty: 5166.193359
	Iteration 63Q: 3 clusters Score -5203362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -5203361.000000 Penalty: 5166.193359
	Iteration 64Q: 3 clusters Score -5203361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5203358.000000 Penalty: 5166.193359
	Iteration 65Q: 3 clusters Score -5203358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5203358.000000 Penalty: 5166.193359
	Iteration 66Q: 3 clusters Score -5203358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5203358.500000 Penalty: 5166.193359
	Iteration 67Q: 3 clusters Score -5203358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5203357.000000 Penalty: 5166.193359
	Iteration 68Q: 3 clusters Score -5203357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5203360.000000 Penalty: 5166.193359
	Iteration 69Q: 3 clusters Score -5203360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5203362.500000 Penalty: 5166.193359
	Iteration 70Q: 3 clusters Score -5203362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5203364.500000 Penalty: 5166.193359
	Iteration 71Q: 3 clusters Score -5203364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5203361.000000 Penalty: 5166.193359
	Iteration 72Q: 3 clusters Score -5203361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5203361.000000 Penalty: 5166.193359
	Iteration 73F: 3 clusters Score -5203361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Entering Unmasked Estep 
Score: -18177400.000000 Penalty: 2890.987549
	Iteration 0F: 2 clusters Score -1.81774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -18106724.000000 Penalty: 5781.975098
	Iteration 0F: 3 clusters Score -1.810672e+07 nChanged 54959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -18139032.000000 Penalty: 5781.975098
	Iteration 1F: 3 clusters Score -1.813903e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -18140746.000000 Penalty: 5781.975098
	Iteration 2Q: 3 clusters Score -1.814075e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -18142864.000000 Penalty: 5781.975098
	Iteration 3F: 3 clusters Score -1.814286e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -18145666.000000 Penalty: 5781.975098
	Iteration 4F: 3 clusters Score -1.814567e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -18148552.000000 Penalty: 5781.975098
	Iteration 5F: 3 clusters Score -1.814855e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -18151716.000000 Penalty: 5781.975098
	Iteration 6F: 3 clusters Score -1.815172e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -18154714.000000 Penalty: 5781.975098
	Iteration 7Q: 3 clusters Score -1.815471e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -18157360.000000 Penalty: 5781.975098
	Iteration 8Q: 3 clusters Score -1.815736e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -18159274.000000 Penalty: 5781.975098
	Iteration 9Q: 3 clusters Score -1.815927e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -18160048.000000 Penalty: 5781.975098
	Iteration 10Q: 3 clusters Score -1.816005e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -18160344.000000 Penalty: 5781.975098
	Iteration 11Q: 3 clusters Score -1.816034e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -18160496.000000 Penalty: 5781.975098
	Iteration 12Q: 3 clusters Score -1.81605e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -18160600.000000 Penalty: 5781.975098
	Iteration 13Q: 3 clusters Score -1.81606e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -18160622.000000 Penalty: 5781.975098
	Iteration 14Q: 3 clusters Score -1.816062e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -18160700.000000 Penalty: 5781.975098
	Iteration 15Q: 3 clusters Score -1.81607e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -18160702.000000 Penalty: 5781.975098
	Iteration 16Q: 3 clusters Score -1.81607e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -18160726.000000 Penalty: 5781.975098
	Iteration 17Q: 3 clusters Score -1.816073e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -18160686.000000 Penalty: 5781.975098
	Iteration 18Q: 3 clusters Score -1.816069e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -18160696.000000 Penalty: 5781.975098
	Iteration 19Q: 3 clusters Score -1.81607e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -18160710.000000 Penalty: 5781.975098
	Iteration 20F: 3 clusters Score -1.816071e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -18160696.000000 Penalty: 5781.975098
	Iteration 21Q: 3 clusters Score -1.81607e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -18160638.000000 Penalty: 5781.975098
	Iteration 22Q: 3 clusters Score -1.816064e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -18160582.000000 Penalty: 5781.975098
	Iteration 23Q: 3 clusters Score -1.816058e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -18160476.000000 Penalty: 5781.975098
	Iteration 24Q: 3 clusters Score -1.816048e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -18160482.000000 Penalty: 5781.975098
	Iteration 25Q: 3 clusters Score -1.816048e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -18160346.000000 Penalty: 5781.975098
	Iteration 26Q: 3 clusters Score -1.816035e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -18160324.000000 Penalty: 5781.975098
	Iteration 27Q: 3 clusters Score -1.816032e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -18160252.000000 Penalty: 5781.975098
	Iteration 28Q: 3 clusters Score -1.816025e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -18160190.000000 Penalty: 5781.975098
	Iteration 29Q: 3 clusters Score -1.816019e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -18160112.000000 Penalty: 5781.975098
	Iteration 30Q: 3 clusters Score -1.816011e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -18160060.000000 Penalty: 5781.975098
	Iteration 31Q: 3 clusters Score -1.816006e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -18160058.000000 Penalty: 5781.975098
	Iteration 32Q: 3 clusters Score -1.816006e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -18160076.000000 Penalty: 5781.975098
	Iteration 33Q: 3 clusters Score -1.816008e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -18160008.000000 Penalty: 5781.975098
	Iteration 34Q: 3 clusters Score -1.816001e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -18160106.000000 Penalty: 5781.975098
	Iteration 35Q: 3 clusters Score -1.816011e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -18160076.000000 Penalty: 5781.975098
	Iteration 36Q: 3 clusters Score -1.816008e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -18160044.000000 Penalty: 5781.975098
	Iteration 37Q: 3 clusters Score -1.816004e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -18160006.000000 Penalty: 5781.975098
	Iteration 38Q: 3 clusters Score -1.816001e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -18160030.000000 Penalty: 5781.975098
	Iteration 39Q: 3 clusters Score -1.816003e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -18160030.000000 Penalty: 5781.975098
	Iteration 40F: 3 clusters Score -1.816003e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -18160028.000000 Penalty: 5781.975098
	Iteration 41Q: 3 clusters Score -1.816003e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -18159950.000000 Penalty: 5781.975098
	Iteration 42Q: 3 clusters Score -1.815995e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -18159890.000000 Penalty: 5781.975098
	Iteration 43Q: 3 clusters Score -1.815989e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -18159902.000000 Penalty: 5781.975098
	Iteration 44Q: 3 clusters Score -1.81599e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -18159882.000000 Penalty: 5781.975098
	Iteration 45Q: 3 clusters Score -1.815988e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -18159878.000000 Penalty: 5781.975098
	Iteration 46Q: 3 clusters Score -1.815988e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -18159912.000000 Penalty: 5781.975098
	Iteration 47Q: 3 clusters Score -1.815991e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -18159898.000000 Penalty: 5781.975098
	Iteration 48Q: 3 clusters Score -1.81599e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -18159922.000000 Penalty: 5781.975098
	Iteration 49Q: 3 clusters Score -1.815992e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -18159892.000000 Penalty: 5781.975098
	Iteration 50Q: 3 clusters Score -1.815989e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -18159932.000000 Penalty: 5781.975098
	Iteration 51Q: 3 clusters Score -1.815993e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -18159928.000000 Penalty: 5781.975098
	Iteration 52Q: 3 clusters Score -1.815993e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -18160036.000000 Penalty: 5781.975098
	Iteration 53Q: 3 clusters Score -1.816004e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -18160120.000000 Penalty: 5781.975098
	Iteration 54Q: 3 clusters Score -1.816012e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -18160094.000000 Penalty: 5781.975098
	Iteration 55Q: 3 clusters Score -1.816009e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -18160110.000000 Penalty: 5781.975098
	Iteration 56Q: 3 clusters Score -1.816011e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -18160122.000000 Penalty: 5781.975098
	Iteration 57Q: 3 clusters Score -1.816012e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -18160166.000000 Penalty: 5781.975098
	Iteration 58Q: 3 clusters Score -1.816017e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -18160108.000000 Penalty: 5781.975098
	Iteration 59Q: 3 clusters Score -1.816011e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -18160054.000000 Penalty: 5781.975098
	Iteration 60F: 3 clusters Score -1.816005e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -18160094.000000 Penalty: 5781.975098
	Iteration 61Q: 3 clusters Score -1.816009e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -18160170.000000 Penalty: 5781.975098
	Iteration 62Q: 3 clusters Score -1.816017e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -18160158.000000 Penalty: 5781.975098
	Iteration 63Q: 3 clusters Score -1.816016e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -18160258.000000 Penalty: 5781.975098
	Iteration 64Q: 3 clusters Score -1.816026e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -18160308.000000 Penalty: 5781.975098
	Iteration 65Q: 3 clusters Score -1.816031e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -18160376.000000 Penalty: 5781.975098
	Iteration 66Q: 3 clusters Score -1.816038e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -18160364.000000 Penalty: 5781.975098
	Iteration 67Q: 3 clusters Score -1.816036e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -18160352.000000 Penalty: 5781.975098
	Iteration 68Q: 3 clusters Score -1.816035e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -18160456.000000 Penalty: 5781.975098
	Iteration 69Q: 3 clusters Score -1.816046e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -18160452.000000 Penalty: 5781.975098
	Iteration 70Q: 3 clusters Score -1.816045e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -18160454.000000 Penalty: 5781.975098
	Iteration 71Q: 3 clusters Score -1.816045e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -18160474.000000 Penalty: 5781.975098
	Iteration 72Q: 3 clusters Score -1.816047e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -18160552.000000 Penalty: 5781.975098
	Iteration 73Q: 3 clusters Score -1.816055e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -18160692.000000 Penalty: 5781.975098
	Iteration 74Q: 3 clusters Score -1.816069e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -18160782.000000 Penalty: 5781.975098
	Iteration 75Q: 3 clusters Score -1.816078e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -18160838.000000 Penalty: 5781.975098
	Iteration 76Q: 3 clusters Score -1.816084e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -18160882.000000 Penalty: 5781.975098
	Iteration 77Q: 3 clusters Score -1.816088e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -18160960.000000 Penalty: 5781.975098
	Iteration 78Q: 3 clusters Score -1.816096e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -18160984.000000 Penalty: 5781.975098
	Iteration 79Q: 3 clusters Score -1.816098e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -18161040.000000 Penalty: 5781.975098
	Iteration 80F: 3 clusters Score -1.816104e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -18161006.000000 Penalty: 5781.975098
	Iteration 81Q: 3 clusters Score -1.816101e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -18160998.000000 Penalty: 5781.975098
	Iteration 82Q: 3 clusters Score -1.8161e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -18161184.000000 Penalty: 5781.975098
	Iteration 83Q: 3 clusters Score -1.816118e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -18161620.000000 Penalty: 5781.975098
	Iteration 84Q: 3 clusters Score -1.816162e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -18162152.000000 Penalty: 5781.975098
	Iteration 85Q: 3 clusters Score -1.816215e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -18163036.000000 Penalty: 5781.975098
	Iteration 86Q: 3 clusters Score -1.816304e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -18164152.000000 Penalty: 5781.975098
	Iteration 87Q: 3 clusters Score -1.816415e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -18165208.000000 Penalty: 5781.975098
	Iteration 88Q: 3 clusters Score -1.816521e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -18167248.000000 Penalty: 5781.975098
	Iteration 89Q: 3 clusters Score -1.816725e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -18169990.000000 Penalty: 5781.975098
	Iteration 90Q: 3 clusters Score -1.816999e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -18171754.000000 Penalty: 5781.975098
	Iteration 91Q: 3 clusters Score -1.817175e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -18172946.000000 Penalty: 5781.975098
	Iteration 92Q: 3 clusters Score -1.817295e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -18173730.000000 Penalty: 5781.975098
	Iteration 93Q: 3 clusters Score -1.817373e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111521 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -18174290.000000 Penalty: 5781.975098
	Iteration 94Q: 3 clusters Score -1.817429e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -18174674.000000 Penalty: 5781.975098
	Iteration 95Q: 3 clusters Score -1.817467e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112893 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18174902.000000 Penalty: 5781.975098
	Iteration 96Q: 3 clusters Score -1.81749e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18174986.000000 Penalty: 5781.975098
	Iteration 97Q: 3 clusters Score -1.817499e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -18175078.000000 Penalty: 5781.975098
	Iteration 98Q: 3 clusters Score -1.817508e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -18175130.000000 Penalty: 5781.975098
	Iteration 99Q: 3 clusters Score -1.817513e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113844 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18175364.000000 Penalty: 5781.975098
	Iteration 100F: 3 clusters Score -1.817536e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18175436.000000 Penalty: 5781.975098
	Iteration 101Q: 3 clusters Score -1.817544e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114141 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -18175468.000000 Penalty: 5781.975098
	Iteration 102Q: 3 clusters Score -1.817547e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114209 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18175478.000000 Penalty: 5781.975098
	Iteration 103Q: 3 clusters Score -1.817548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -18175490.000000 Penalty: 5781.975098
	Iteration 104Q: 3 clusters Score -1.817549e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114313 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -18175532.000000 Penalty: 5781.975098
	Iteration 105Q: 3 clusters Score -1.817553e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18175562.000000 Penalty: 5781.975098
	Iteration 106Q: 3 clusters Score -1.817556e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18175578.000000 Penalty: 5781.975098
	Iteration 107Q: 3 clusters Score -1.817558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18175614.000000 Penalty: 5781.975098
	Iteration 108Q: 3 clusters Score -1.817561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18175628.000000 Penalty: 5781.975098
	Iteration 109Q: 3 clusters Score -1.817563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18175644.000000 Penalty: 5781.975098
	Iteration 110Q: 3 clusters Score -1.817564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18175664.000000 Penalty: 5781.975098
	Iteration 111Q: 3 clusters Score -1.817566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -18175660.000000 Penalty: 5781.975098
	Iteration 112Q: 3 clusters Score -1.817566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -18175654.000000 Penalty: 5781.975098
	Iteration 113Q: 3 clusters Score -1.817565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -18175656.000000 Penalty: 5781.975098
	Iteration 114Q: 3 clusters Score -1.817566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -18175668.000000 Penalty: 5781.975098
	Iteration 115Q: 3 clusters Score -1.817567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18175656.000000 Penalty: 5781.975098
	Iteration 116Q: 3 clusters Score -1.817566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18175662.000000 Penalty: 5781.975098
	Iteration 117Q: 3 clusters Score -1.817566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114522 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -18175676.000000 Penalty: 5781.975098
	Iteration 118Q: 3 clusters Score -1.817568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -18175672.000000 Penalty: 5781.975098
	Iteration 119Q: 3 clusters Score -1.817567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18175696.000000 Penalty: 5781.975098
	Iteration 120F: 3 clusters Score -1.81757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -18175692.000000 Penalty: 5781.975098
	Iteration 121Q: 3 clusters Score -1.817569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18175696.000000 Penalty: 5781.975098
	Iteration 122Q: 3 clusters Score -1.81757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -18175690.000000 Penalty: 5781.975098
	Iteration 123Q: 3 clusters Score -1.817569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114542 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18175700.000000 Penalty: 5781.975098
	Iteration 124Q: 3 clusters Score -1.81757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114545 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18175694.000000 Penalty: 5781.975098
	Iteration 125Q: 3 clusters Score -1.817569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18175698.000000 Penalty: 5781.975098
	Iteration 126Q: 3 clusters Score -1.81757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18175714.000000 Penalty: 5781.975098
	Iteration 127Q: 3 clusters Score -1.817571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18175710.000000 Penalty: 5781.975098
	Iteration 128Q: 3 clusters Score -1.817571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -18175714.000000 Penalty: 5781.975098
	Iteration 129Q: 3 clusters Score -1.817571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18175716.000000 Penalty: 5781.975098
	Iteration 130Q: 3 clusters Score -1.817572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18175718.000000 Penalty: 5781.975098
	Iteration 131Q: 3 clusters Score -1.817572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18175728.000000 Penalty: 5781.975098
	Iteration 132Q: 3 clusters Score -1.817573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18175728.000000 Penalty: 5781.975098
	Iteration 133Q: 3 clusters Score -1.817573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18175726.000000 Penalty: 5781.975098
	Iteration 134Q: 3 clusters Score -1.817573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18175736.000000 Penalty: 5781.975098
	Iteration 135Q: 3 clusters Score -1.817574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18175736.000000 Penalty: 5781.975098
	Iteration 136Q: 3 clusters Score -1.817574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18175746.000000 Penalty: 5781.975098
	Iteration 137Q: 3 clusters Score -1.817575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18175744.000000 Penalty: 5781.975098
	Iteration 138Q: 3 clusters Score -1.817574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114561 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18175750.000000 Penalty: 5781.975098
	Iteration 139Q: 3 clusters Score -1.817575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -18175748.000000 Penalty: 5781.975098
	Iteration 140F: 3 clusters Score -1.817575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18175740.000000 Penalty: 5781.975098
	Iteration 141Q: 3 clusters Score -1.817574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18175740.000000 Penalty: 5781.975098
	Iteration 142F: 3 clusters Score -1.817574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -1650271.125000 Penalty: 2315.918701
	Iteration 0F: 2 clusters Score -1650271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1641773.125000 Penalty: 4631.837402
	Iteration 0F: 3 clusters Score -1641773 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1644739.375000 Penalty: 4631.837402
	Iteration 1F: 3 clusters Score -1644739 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1645571.250000 Penalty: 4631.837402
	Iteration 2F: 3 clusters Score -1645571 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1646493.500000 Penalty: 4631.837402
	Iteration 3F: 3 clusters Score -1646494 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1647400.875000 Penalty: 4631.837402
	Iteration 4F: 3 clusters Score -1647401 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1647996.125000 Penalty: 4631.837402
	Iteration 5F: 3 clusters Score -1647996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1648375.000000 Penalty: 4631.837402
	Iteration 6Q: 3 clusters Score -1648375 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1648628.125000 Penalty: 4631.837402
	Iteration 7Q: 3 clusters Score -1648628 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1648815.875000 Penalty: 4631.837402
	Iteration 8Q: 3 clusters Score -1648816 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1648951.875000 Penalty: 4631.837402
	Iteration 9Q: 3 clusters Score -1648952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1649047.375000 Penalty: 4631.837402
	Iteration 10Q: 3 clusters Score -1649047 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1649110.000000 Penalty: 4631.837402
	Iteration 11Q: 3 clusters Score -1649110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1649169.250000 Penalty: 4631.837402
	Iteration 12Q: 3 clusters Score -1649169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1649207.125000 Penalty: 4631.837402
	Iteration 13Q: 3 clusters Score -1649207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1649242.250000 Penalty: 4631.837402
	Iteration 14Q: 3 clusters Score -1649242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1649281.125000 Penalty: 4631.837402
	Iteration 15Q: 3 clusters Score -1649281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1649311.250000 Penalty: 4631.837402
	Iteration 16Q: 3 clusters Score -1649311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1649335.375000 Penalty: 4631.837402
	Iteration 17Q: 3 clusters Score -1649335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1649361.375000 Penalty: 4631.837402
	Iteration 18Q: 3 clusters Score -1649361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1649374.000000 Penalty: 4631.837402
	Iteration 19Q: 3 clusters Score -1649374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1649402.000000 Penalty: 4631.837402
	Iteration 20F: 3 clusters Score -1649402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1649416.125000 Penalty: 4631.837402
	Iteration 21Q: 3 clusters Score -1649416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1649429.750000 Penalty: 4631.837402
	Iteration 22Q: 3 clusters Score -1649430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1649439.375000 Penalty: 4631.837402
	Iteration 23Q: 3 clusters Score -1649439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1649450.875000 Penalty: 4631.837402
	Iteration 24Q: 3 clusters Score -1649451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1649458.500000 Penalty: 4631.837402
	Iteration 25Q: 3 clusters Score -1649458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1649462.500000 Penalty: 4631.837402
	Iteration 26Q: 3 clusters Score -1649462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1649468.500000 Penalty: 4631.837402
	Iteration 27Q: 3 clusters Score -1649468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1649472.375000 Penalty: 4631.837402
	Iteration 28Q: 3 clusters Score -1649472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1649472.250000 Penalty: 4631.837402
	Iteration 29Q: 3 clusters Score -1649472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1649474.250000 Penalty: 4631.837402
	Iteration 30Q: 3 clusters Score -1649474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1649477.250000 Penalty: 4631.837402
	Iteration 31Q: 3 clusters Score -1649477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1649479.500000 Penalty: 4631.837402
	Iteration 32Q: 3 clusters Score -1649480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1649480.875000 Penalty: 4631.837402
	Iteration 33Q: 3 clusters Score -1649481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1649480.125000 Penalty: 4631.837402
	Iteration 34Q: 3 clusters Score -1649480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1649482.875000 Penalty: 4631.837402
	Iteration 35Q: 3 clusters Score -1649483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1649485.125000 Penalty: 4631.837402
	Iteration 36Q: 3 clusters Score -1649485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1649485.000000 Penalty: 4631.837402
	Iteration 37Q: 3 clusters Score -1649485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1649483.250000 Penalty: 4631.837402
	Iteration 38Q: 3 clusters Score -1649483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1649484.375000 Penalty: 4631.837402
	Iteration 39Q: 3 clusters Score -1649484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1649482.000000 Penalty: 4631.837402
	Iteration 40F: 3 clusters Score -1649482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1649482.000000 Penalty: 4631.837402
	Iteration 41Q: 3 clusters Score -1649482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1649483.750000 Penalty: 4631.837402
	Iteration 42Q: 3 clusters Score -1649484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1649483.750000 Penalty: 4631.837402
	Iteration 43F: 3 clusters Score -1649484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Entering Unmasked Estep 
Score: -16261109.000000 Penalty: 2862.555176
	Iteration 0F: 2 clusters Score -1.626111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -16197392.000000 Penalty: 5725.110352
	Iteration 0F: 3 clusters Score -1.619739e+07 nChanged 48681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -16225249.000000 Penalty: 5725.110352
	Iteration 1F: 3 clusters Score -1.622525e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -16226221.000000 Penalty: 5725.110352
	Iteration 2Q: 3 clusters Score -1.622622e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -16227400.000000 Penalty: 5725.110352
	Iteration 3Q: 3 clusters Score -1.62274e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -16229002.000000 Penalty: 5725.110352
	Iteration 4Q: 3 clusters Score -1.6229e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -16231192.000000 Penalty: 5725.110352
	Iteration 5F: 3 clusters Score -1.623119e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -16234732.000000 Penalty: 5725.110352
	Iteration 6F: 3 clusters Score -1.623473e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -16239637.000000 Penalty: 5725.110352
	Iteration 7F: 3 clusters Score -1.623964e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -16245479.000000 Penalty: 5725.110352
	Iteration 8F: 3 clusters Score -1.624548e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -16250448.000000 Penalty: 5725.110352
	Iteration 9F: 3 clusters Score -1.625045e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -16253731.000000 Penalty: 5725.110352
	Iteration 10Q: 3 clusters Score -1.625373e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -16255827.000000 Penalty: 5725.110352
	Iteration 11Q: 3 clusters Score -1.625583e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -16257133.000000 Penalty: 5725.110352
	Iteration 12Q: 3 clusters Score -1.625713e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -16257818.000000 Penalty: 5725.110352
	Iteration 13Q: 3 clusters Score -1.625782e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -16258218.000000 Penalty: 5725.110352
	Iteration 14Q: 3 clusters Score -1.625822e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -16258519.000000 Penalty: 5725.110352
	Iteration 15Q: 3 clusters Score -1.625852e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -16258733.000000 Penalty: 5725.110352
	Iteration 16Q: 3 clusters Score -1.625873e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -16258896.000000 Penalty: 5725.110352
	Iteration 17Q: 3 clusters Score -1.62589e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -16258945.000000 Penalty: 5725.110352
	Iteration 18Q: 3 clusters Score -1.625894e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -16258987.000000 Penalty: 5725.110352
	Iteration 19Q: 3 clusters Score -1.625899e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 101351 members 
Entering Unmasked Estep 
Score: -16259031.000000 Penalty: 5725.110352
	Iteration 20F: 3 clusters Score -1.625903e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -16259057.000000 Penalty: 5725.110352
	Iteration 21Q: 3 clusters Score -1.625906e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -16259067.000000 Penalty: 5725.110352
	Iteration 22Q: 3 clusters Score -1.625907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -16259094.000000 Penalty: 5725.110352
	Iteration 23Q: 3 clusters Score -1.625909e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -16259114.000000 Penalty: 5725.110352
	Iteration 24Q: 3 clusters Score -1.625911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -16259110.000000 Penalty: 5725.110352
	Iteration 25Q: 3 clusters Score -1.625911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -16259129.000000 Penalty: 5725.110352
	Iteration 26Q: 3 clusters Score -1.625913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -16259150.000000 Penalty: 5725.110352
	Iteration 27Q: 3 clusters Score -1.625915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -16259158.000000 Penalty: 5725.110352
	Iteration 28Q: 3 clusters Score -1.625916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -16259175.000000 Penalty: 5725.110352
	Iteration 29Q: 3 clusters Score -1.625918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -16259171.000000 Penalty: 5725.110352
	Iteration 30Q: 3 clusters Score -1.625917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -16259187.000000 Penalty: 5725.110352
	Iteration 31Q: 3 clusters Score -1.625919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -16259189.000000 Penalty: 5725.110352
	Iteration 32Q: 3 clusters Score -1.625919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -16259188.000000 Penalty: 5725.110352
	Iteration 33Q: 3 clusters Score -1.625919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -16259194.000000 Penalty: 5725.110352
	Iteration 34Q: 3 clusters Score -1.625919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -16259193.000000 Penalty: 5725.110352
	Iteration 35Q: 3 clusters Score -1.625919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -16259188.000000 Penalty: 5725.110352
	Iteration 36Q: 3 clusters Score -1.625919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -16259185.000000 Penalty: 5725.110352
	Iteration 37Q: 3 clusters Score -1.625918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -16259185.000000 Penalty: 5725.110352
	Iteration 38F: 3 clusters Score -1.625918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Entering Unmasked Estep 
Score: -1545386.250000 Penalty: 2295.909912
	Iteration 0F: 2 clusters Score -1545386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1537399.125000 Penalty: 4591.819824
	Iteration 0F: 3 clusters Score -1537399 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1539710.125000 Penalty: 4591.819824
	Iteration 1F: 3 clusters Score -1539710 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1540119.750000 Penalty: 4591.819824
	Iteration 2F: 3 clusters Score -1540120 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1540497.375000 Penalty: 4591.819824
	Iteration 3F: 3 clusters Score -1540497 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1540833.750000 Penalty: 4591.819824
	Iteration 4F: 3 clusters Score -1540834 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1541127.500000 Penalty: 4591.819824
	Iteration 5Q: 3 clusters Score -1541128 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1541443.750000 Penalty: 4591.819824
	Iteration 6Q: 3 clusters Score -1541444 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1541717.250000 Penalty: 4591.819824
	Iteration 7Q: 3 clusters Score -1541717 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1541990.875000 Penalty: 4591.819824
	Iteration 8Q: 3 clusters Score -1541991 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1542224.875000 Penalty: 4591.819824
	Iteration 9Q: 3 clusters Score -1542225 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1542471.375000 Penalty: 4591.819824
	Iteration 10Q: 3 clusters Score -1542471 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1542731.000000 Penalty: 4591.819824
	Iteration 11Q: 3 clusters Score -1542731 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1543003.250000 Penalty: 4591.819824
	Iteration 12Q: 3 clusters Score -1543003 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1543301.375000 Penalty: 4591.819824
	Iteration 13Q: 3 clusters Score -1543301 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1543614.375000 Penalty: 4591.819824
	Iteration 14Q: 3 clusters Score -1543614 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1543925.000000 Penalty: 4591.819824
	Iteration 15Q: 3 clusters Score -1543925 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1544155.875000 Penalty: 4591.819824
	Iteration 16Q: 3 clusters Score -1544156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1544293.500000 Penalty: 4591.819824
	Iteration 17Q: 3 clusters Score -1544294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1544391.000000 Penalty: 4591.819824
	Iteration 18Q: 3 clusters Score -1544391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1544451.250000 Penalty: 4591.819824
	Iteration 19Q: 3 clusters Score -1544451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1544501.125000 Penalty: 4591.819824
	Iteration 20F: 3 clusters Score -1544501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1544530.250000 Penalty: 4591.819824
	Iteration 21Q: 3 clusters Score -1544530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1544547.875000 Penalty: 4591.819824
	Iteration 22Q: 3 clusters Score -1544548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1544556.125000 Penalty: 4591.819824
	Iteration 23Q: 3 clusters Score -1544556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1544562.750000 Penalty: 4591.819824
	Iteration 24Q: 3 clusters Score -1544563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1544566.500000 Penalty: 4591.819824
	Iteration 25Q: 3 clusters Score -1544566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1544571.250000 Penalty: 4591.819824
	Iteration 26Q: 3 clusters Score -1544571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1544575.375000 Penalty: 4591.819824
	Iteration 27Q: 3 clusters Score -1544575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1544573.000000 Penalty: 4591.819824
	Iteration 28Q: 3 clusters Score -1544573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1544576.500000 Penalty: 4591.819824
	Iteration 29Q: 3 clusters Score -1544576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1544574.000000 Penalty: 4591.819824
	Iteration 30Q: 3 clusters Score -1544574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1544577.750000 Penalty: 4591.819824
	Iteration 31Q: 3 clusters Score -1544578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1544577.000000 Penalty: 4591.819824
	Iteration 32Q: 3 clusters Score -1544577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1544578.500000 Penalty: 4591.819824
	Iteration 33Q: 3 clusters Score -1544578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1544579.625000 Penalty: 4591.819824
	Iteration 34Q: 3 clusters Score -1544580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1544580.625000 Penalty: 4591.819824
	Iteration 35Q: 3 clusters Score -1544581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1544580.625000 Penalty: 4591.819824
	Iteration 36F: 3 clusters Score -1544581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Entering Unmasked Estep 
Score: -3374385.250000 Penalty: 2474.622559
	Iteration 0F: 2 clusters Score -3374385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3359218.500000 Penalty: 4949.245117
	Iteration 0F: 3 clusters Score -3359218 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3364495.250000 Penalty: 4949.245117
	Iteration 1F: 3 clusters Score -3364495 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3364933.250000 Penalty: 4949.245117
	Iteration 2F: 3 clusters Score -3364933 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3365261.250000 Penalty: 4949.245117
	Iteration 3Q: 3 clusters Score -3365261 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3365562.000000 Penalty: 4949.245117
	Iteration 4Q: 3 clusters Score -3365562 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3365876.750000 Penalty: 4949.245117
	Iteration 5Q: 3 clusters Score -3365877 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3366210.000000 Penalty: 4949.245117
	Iteration 6Q: 3 clusters Score -3366210 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3366597.750000 Penalty: 4949.245117
	Iteration 7Q: 3 clusters Score -3366598 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3367075.750000 Penalty: 4949.245117
	Iteration 8Q: 3 clusters Score -3367076 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3367741.000000 Penalty: 4949.245117
	Iteration 9F: 3 clusters Score -3367741 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3368488.500000 Penalty: 4949.245117
	Iteration 10F: 3 clusters Score -3368488 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3369347.000000 Penalty: 4949.245117
	Iteration 11F: 3 clusters Score -3369347 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3370061.750000 Penalty: 4949.245117
	Iteration 12Q: 3 clusters Score -3370062 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3370657.500000 Penalty: 4949.245117
	Iteration 13Q: 3 clusters Score -3370658 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3371148.750000 Penalty: 4949.245117
	Iteration 14Q: 3 clusters Score -3371149 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3371557.250000 Penalty: 4949.245117
	Iteration 15Q: 3 clusters Score -3371557 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3371828.250000 Penalty: 4949.245117
	Iteration 16Q: 3 clusters Score -3371828 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3371981.000000 Penalty: 4949.245117
	Iteration 17Q: 3 clusters Score -3371981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3372096.500000 Penalty: 4949.245117
	Iteration 18Q: 3 clusters Score -3372096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3372160.500000 Penalty: 4949.245117
	Iteration 19Q: 3 clusters Score -3372160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3372201.750000 Penalty: 4949.245117
	Iteration 20F: 3 clusters Score -3372202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3372232.000000 Penalty: 4949.245117
	Iteration 21Q: 3 clusters Score -3372232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3372260.250000 Penalty: 4949.245117
	Iteration 22Q: 3 clusters Score -3372260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3372271.500000 Penalty: 4949.245117
	Iteration 23Q: 3 clusters Score -3372272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3372293.250000 Penalty: 4949.245117
	Iteration 24Q: 3 clusters Score -3372293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3372309.250000 Penalty: 4949.245117
	Iteration 25Q: 3 clusters Score -3372309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3372312.000000 Penalty: 4949.245117
	Iteration 26Q: 3 clusters Score -3372312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3372313.000000 Penalty: 4949.245117
	Iteration 27Q: 3 clusters Score -3372313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3372317.500000 Penalty: 4949.245117
	Iteration 28Q: 3 clusters Score -3372318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3372325.750000 Penalty: 4949.245117
	Iteration 29Q: 3 clusters Score -3372326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3372327.250000 Penalty: 4949.245117
	Iteration 30Q: 3 clusters Score -3372327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3372331.500000 Penalty: 4949.245117
	Iteration 31Q: 3 clusters Score -3372332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3372331.500000 Penalty: 4949.245117
	Iteration 32Q: 3 clusters Score -3372332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3372332.500000 Penalty: 4949.245117
	Iteration 33Q: 3 clusters Score -3372332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3372334.500000 Penalty: 4949.245117
	Iteration 34Q: 3 clusters Score -3372334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3372336.500000 Penalty: 4949.245117
	Iteration 35Q: 3 clusters Score -3372336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3372335.500000 Penalty: 4949.245117
	Iteration 36Q: 3 clusters Score -3372336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3372335.500000 Penalty: 4949.245117
	Iteration 37F: 3 clusters Score -3372336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -2212809.750000 Penalty: 2380.988281
	Iteration 0F: 2 clusters Score -2212810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2202022.000000 Penalty: 4761.976562
	Iteration 0F: 3 clusters Score -2202022 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2205583.250000 Penalty: 4761.976562
	Iteration 1F: 3 clusters Score -2205583 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2205987.250000 Penalty: 4761.976562
	Iteration 2F: 3 clusters Score -2205987 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2206328.500000 Penalty: 4761.976562
	Iteration 3F: 3 clusters Score -2206328 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2206630.250000 Penalty: 4761.976562
	Iteration 4Q: 3 clusters Score -2206630 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2206953.750000 Penalty: 4761.976562
	Iteration 5Q: 3 clusters Score -2206954 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2207276.500000 Penalty: 4761.976562
	Iteration 6Q: 3 clusters Score -2207276 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2207622.750000 Penalty: 4761.976562
	Iteration 7Q: 3 clusters Score -2207623 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2208005.250000 Penalty: 4761.976562
	Iteration 8Q: 3 clusters Score -2208005 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2208381.000000 Penalty: 4761.976562
	Iteration 9Q: 3 clusters Score -2208381 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2208737.750000 Penalty: 4761.976562
	Iteration 10Q: 3 clusters Score -2208738 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2209100.750000 Penalty: 4761.976562
	Iteration 11Q: 3 clusters Score -2209101 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2209459.750000 Penalty: 4761.976562
	Iteration 12Q: 3 clusters Score -2209460 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2209804.750000 Penalty: 4761.976562
	Iteration 13Q: 3 clusters Score -2209805 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2210090.000000 Penalty: 4761.976562
	Iteration 14Q: 3 clusters Score -2210090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2210310.000000 Penalty: 4761.976562
	Iteration 15Q: 3 clusters Score -2210310 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2210507.750000 Penalty: 4761.976562
	Iteration 16Q: 3 clusters Score -2210508 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2210770.250000 Penalty: 4761.976562
	Iteration 17Q: 3 clusters Score -2210770 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2211020.750000 Penalty: 4761.976562
	Iteration 18Q: 3 clusters Score -2211021 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2211226.000000 Penalty: 4761.976562
	Iteration 19Q: 3 clusters Score -2211226 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2211363.500000 Penalty: 4761.976562
	Iteration 20F: 3 clusters Score -2211364 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2211465.750000 Penalty: 4761.976562
	Iteration 21Q: 3 clusters Score -2211466 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2211537.500000 Penalty: 4761.976562
	Iteration 22Q: 3 clusters Score -2211538 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2211581.750000 Penalty: 4761.976562
	Iteration 23Q: 3 clusters Score -2211582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2211611.000000 Penalty: 4761.976562
	Iteration 24Q: 3 clusters Score -2211611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2211630.000000 Penalty: 4761.976562
	Iteration 25Q: 3 clusters Score -2211630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2211637.750000 Penalty: 4761.976562
	Iteration 26Q: 3 clusters Score -2211638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2211643.750000 Penalty: 4761.976562
	Iteration 27Q: 3 clusters Score -2211644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2211653.250000 Penalty: 4761.976562
	Iteration 28Q: 3 clusters Score -2211653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2211653.250000 Penalty: 4761.976562
	Iteration 29Q: 3 clusters Score -2211653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2211654.250000 Penalty: 4761.976562
	Iteration 30Q: 3 clusters Score -2211654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2211659.000000 Penalty: 4761.976562
	Iteration 31Q: 3 clusters Score -2211659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2211660.500000 Penalty: 4761.976562
	Iteration 32Q: 3 clusters Score -2211660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2211660.250000 Penalty: 4761.976562
	Iteration 33Q: 3 clusters Score -2211660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2211664.250000 Penalty: 4761.976562
	Iteration 34Q: 3 clusters Score -2211664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2211663.250000 Penalty: 4761.976562
	Iteration 35Q: 3 clusters Score -2211663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2211663.750000 Penalty: 4761.976562
	Iteration 36Q: 3 clusters Score -2211664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2211664.250000 Penalty: 4761.976562
	Iteration 37Q: 3 clusters Score -2211664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2211665.000000 Penalty: 4761.976562
	Iteration 38Q: 3 clusters Score -2211665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2211663.500000 Penalty: 4761.976562
	Iteration 39Q: 3 clusters Score -2211664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2211663.500000 Penalty: 4761.976562
	Iteration 40F: 3 clusters Score -2211664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Entering Unmasked Estep 
Score: -9900158.000000 Penalty: 2742.604492
	Iteration 0F: 2 clusters Score -9900158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -9857650.000000 Penalty: 5485.208984
	Iteration 0F: 3 clusters Score -9857650 nChanged 29611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9874395.000000 Penalty: 5485.208984
	Iteration 1F: 3 clusters Score -9874395 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9875368.000000 Penalty: 5485.208984
	Iteration 2Q: 3 clusters Score -9875368 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -9876891.000000 Penalty: 5485.208984
	Iteration 3F: 3 clusters Score -9876891 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -9879173.000000 Penalty: 5485.208984
	Iteration 4F: 3 clusters Score -9879173 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9882002.000000 Penalty: 5485.208984
	Iteration 5F: 3 clusters Score -9882002 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -9884992.000000 Penalty: 5485.208984
	Iteration 6F: 3 clusters Score -9884992 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -9887347.000000 Penalty: 5485.208984
	Iteration 7F: 3 clusters Score -9887347 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -9889224.000000 Penalty: 5485.208984
	Iteration 8F: 3 clusters Score -9889224 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9890820.000000 Penalty: 5485.208984
	Iteration 9Q: 3 clusters Score -9890820 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -9892413.000000 Penalty: 5485.208984
	Iteration 10Q: 3 clusters Score -9892413 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -9893959.000000 Penalty: 5485.208984
	Iteration 11Q: 3 clusters Score -9893959 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -9895312.000000 Penalty: 5485.208984
	Iteration 12Q: 3 clusters Score -9895312 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -9896397.000000 Penalty: 5485.208984
	Iteration 13Q: 3 clusters Score -9896397 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -9897048.000000 Penalty: 5485.208984
	Iteration 14Q: 3 clusters Score -9897048 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -9897375.000000 Penalty: 5485.208984
	Iteration 15Q: 3 clusters Score -9897375 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -9897573.000000 Penalty: 5485.208984
	Iteration 16Q: 3 clusters Score -9897573 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -9897689.000000 Penalty: 5485.208984
	Iteration 17Q: 3 clusters Score -9897689 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -9897820.000000 Penalty: 5485.208984
	Iteration 18Q: 3 clusters Score -9897820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -9897864.000000 Penalty: 5485.208984
	Iteration 19Q: 3 clusters Score -9897864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -9897900.000000 Penalty: 5485.208984
	Iteration 20F: 3 clusters Score -9897900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -9897914.000000 Penalty: 5485.208984
	Iteration 21Q: 3 clusters Score -9897914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -9897930.000000 Penalty: 5485.208984
	Iteration 22Q: 3 clusters Score -9897930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -9897931.000000 Penalty: 5485.208984
	Iteration 23Q: 3 clusters Score -9897931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -9897956.000000 Penalty: 5485.208984
	Iteration 24Q: 3 clusters Score -9897956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9897971.000000 Penalty: 5485.208984
	Iteration 25Q: 3 clusters Score -9897971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -9897995.000000 Penalty: 5485.208984
	Iteration 26Q: 3 clusters Score -9897995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -9897978.000000 Penalty: 5485.208984
	Iteration 27Q: 3 clusters Score -9897978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -9898002.000000 Penalty: 5485.208984
	Iteration 28Q: 3 clusters Score -9898002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -9898006.000000 Penalty: 5485.208984
	Iteration 29Q: 3 clusters Score -9898006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -9898004.000000 Penalty: 5485.208984
	Iteration 30Q: 3 clusters Score -9898004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -9898011.000000 Penalty: 5485.208984
	Iteration 31Q: 3 clusters Score -9898011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -9898004.000000 Penalty: 5485.208984
	Iteration 32Q: 3 clusters Score -9898004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -9898009.000000 Penalty: 5485.208984
	Iteration 33Q: 3 clusters Score -9898009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -9898016.000000 Penalty: 5485.208984
	Iteration 34Q: 3 clusters Score -9898016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -9898024.000000 Penalty: 5485.208984
	Iteration 35Q: 3 clusters Score -9898024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -9898018.000000 Penalty: 5485.208984
	Iteration 36Q: 3 clusters Score -9898018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -9898027.000000 Penalty: 5485.208984
	Iteration 37Q: 3 clusters Score -9898027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -9898022.000000 Penalty: 5485.208984
	Iteration 38Q: 3 clusters Score -9898022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -9898029.000000 Penalty: 5485.208984
	Iteration 39Q: 3 clusters Score -9898029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -9898029.000000 Penalty: 5485.208984
	Iteration 40F: 3 clusters Score -9898029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -9898035.000000 Penalty: 5485.208984
	Iteration 41Q: 3 clusters Score -9898035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -9898028.000000 Penalty: 5485.208984
	Iteration 42Q: 3 clusters Score -9898028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9898027.000000 Penalty: 5485.208984
	Iteration 43Q: 3 clusters Score -9898027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -9898027.000000 Penalty: 5485.208984
	Iteration 44Q: 3 clusters Score -9898027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -9898019.000000 Penalty: 5485.208984
	Iteration 45Q: 3 clusters Score -9898019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -9898021.000000 Penalty: 5485.208984
	Iteration 46Q: 3 clusters Score -9898021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -9898016.000000 Penalty: 5485.208984
	Iteration 47Q: 3 clusters Score -9898016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -9898014.000000 Penalty: 5485.208984
	Iteration 48Q: 3 clusters Score -9898014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -9898011.000000 Penalty: 5485.208984
	Iteration 49Q: 3 clusters Score -9898011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -9898018.000000 Penalty: 5485.208984
	Iteration 50Q: 3 clusters Score -9898018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -9898018.000000 Penalty: 5485.208984
	Iteration 51F: 3 clusters Score -9898018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -445463.593750 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -445463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -442190.062500 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -442190.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -442999.281250 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -442999.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -443253.906250 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -443253.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -443488.218750 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -443488.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -443748.593750 Penalty: 3977.238037
	Iteration 4F: 3 clusters Score -443748.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -444100.593750 Penalty: 3977.238037
	Iteration 5F: 3 clusters Score -444100.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -444494.625000 Penalty: 3977.238037
	Iteration 6F: 3 clusters Score -444494.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -444880.187500 Penalty: 3977.238037
	Iteration 7F: 3 clusters Score -444880.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -445084.218750 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -445084.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -445197.437500 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -445197.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -445250.437500 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -445250.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -445281.687500 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -445281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -445292.468750 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -445292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -445296.781250 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -445296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -445300.343750 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -445300.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -445302.656250 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -445302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -445302.781250 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -445302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -445303.468750 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -445303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -445303.468750 Penalty: 3977.238037
	Iteration 18F: 3 clusters Score -445303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -178400.375000 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -178400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -176327.796875 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -176327.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -176677.562500 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -176677.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176812.421875 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -176812.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -176867.328125 Penalty: 3520.384277
	Iteration 3Q: 3 clusters Score -176867.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176900.843750 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -176900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176913.328125 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -176913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176922.609375 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -176922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176930.875000 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -176930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -176937.437500 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -176937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176940.718750 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -176940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176944.953125 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -176945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -176948.515625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -176948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176949.531250 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -176949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176949.531250 Penalty: 3520.384277
	Iteration 13F: 3 clusters Score -176949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -2093310.750000 Penalty: 2367.839844
	Iteration 0F: 2 clusters Score -2093311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2083092.625000 Penalty: 4735.679688
	Iteration 0F: 3 clusters Score -2083093 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2086478.875000 Penalty: 4735.679688
	Iteration 1F: 3 clusters Score -2086479 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2087013.750000 Penalty: 4735.679688
	Iteration 2F: 3 clusters Score -2087014 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2087554.375000 Penalty: 4735.679688
	Iteration 3F: 3 clusters Score -2087554 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2088113.375000 Penalty: 4735.679688
	Iteration 4F: 3 clusters Score -2088113 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2088633.250000 Penalty: 4735.679688
	Iteration 5F: 3 clusters Score -2088633 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2089225.500000 Penalty: 4735.679688
	Iteration 6F: 3 clusters Score -2089226 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2089800.375000 Penalty: 4735.679688
	Iteration 7F: 3 clusters Score -2089800 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2090270.750000 Penalty: 4735.679688
	Iteration 8F: 3 clusters Score -2090271 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2090618.250000 Penalty: 4735.679688
	Iteration 9Q: 3 clusters Score -2090618 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2090881.500000 Penalty: 4735.679688
	Iteration 10Q: 3 clusters Score -2090882 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2091062.750000 Penalty: 4735.679688
	Iteration 11Q: 3 clusters Score -2091063 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2091202.000000 Penalty: 4735.679688
	Iteration 12Q: 3 clusters Score -2091202 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2091304.125000 Penalty: 4735.679688
	Iteration 13Q: 3 clusters Score -2091304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2091382.500000 Penalty: 4735.679688
	Iteration 14Q: 3 clusters Score -2091382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2091447.250000 Penalty: 4735.679688
	Iteration 15Q: 3 clusters Score -2091447 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2091500.375000 Penalty: 4735.679688
	Iteration 16Q: 3 clusters Score -2091500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2091552.750000 Penalty: 4735.679688
	Iteration 17Q: 3 clusters Score -2091553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2091584.375000 Penalty: 4735.679688
	Iteration 18Q: 3 clusters Score -2091584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2091623.000000 Penalty: 4735.679688
	Iteration 19Q: 3 clusters Score -2091623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2091635.125000 Penalty: 4735.679688
	Iteration 20F: 3 clusters Score -2091635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2091650.500000 Penalty: 4735.679688
	Iteration 21Q: 3 clusters Score -2091650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2091658.500000 Penalty: 4735.679688
	Iteration 22Q: 3 clusters Score -2091658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2091668.500000 Penalty: 4735.679688
	Iteration 23Q: 3 clusters Score -2091668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2091673.750000 Penalty: 4735.679688
	Iteration 24Q: 3 clusters Score -2091674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2091684.500000 Penalty: 4735.679688
	Iteration 25Q: 3 clusters Score -2091684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2091688.750000 Penalty: 4735.679688
	Iteration 26Q: 3 clusters Score -2091689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2091693.625000 Penalty: 4735.679688
	Iteration 27Q: 3 clusters Score -2091694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2091703.375000 Penalty: 4735.679688
	Iteration 28Q: 3 clusters Score -2091703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2091712.250000 Penalty: 4735.679688
	Iteration 29Q: 3 clusters Score -2091712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2091715.375000 Penalty: 4735.679688
	Iteration 30Q: 3 clusters Score -2091715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2091716.875000 Penalty: 4735.679688
	Iteration 31Q: 3 clusters Score -2091717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2091719.500000 Penalty: 4735.679688
	Iteration 32Q: 3 clusters Score -2091720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2091720.125000 Penalty: 4735.679688
	Iteration 33Q: 3 clusters Score -2091720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2091726.000000 Penalty: 4735.679688
	Iteration 34Q: 3 clusters Score -2091726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2091732.125000 Penalty: 4735.679688
	Iteration 35Q: 3 clusters Score -2091732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2091729.000000 Penalty: 4735.679688
	Iteration 36Q: 3 clusters Score -2091729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2091729.250000 Penalty: 4735.679688
	Iteration 37Q: 3 clusters Score -2091729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2091734.125000 Penalty: 4735.679688
	Iteration 38Q: 3 clusters Score -2091734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2091732.000000 Penalty: 4735.679688
	Iteration 39Q: 3 clusters Score -2091732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2091736.375000 Penalty: 4735.679688
	Iteration 40F: 3 clusters Score -2091736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2091736.250000 Penalty: 4735.679688
	Iteration 41Q: 3 clusters Score -2091736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2091736.000000 Penalty: 4735.679688
	Iteration 42Q: 3 clusters Score -2091736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2091741.750000 Penalty: 4735.679688
	Iteration 43Q: 3 clusters Score -2091742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2091740.750000 Penalty: 4735.679688
	Iteration 44Q: 3 clusters Score -2091741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2091744.375000 Penalty: 4735.679688
	Iteration 45Q: 3 clusters Score -2091744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2091742.500000 Penalty: 4735.679688
	Iteration 46Q: 3 clusters Score -2091742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2091744.750000 Penalty: 4735.679688
	Iteration 47Q: 3 clusters Score -2091745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2091744.750000 Penalty: 4735.679688
	Iteration 48Q: 3 clusters Score -2091745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2091743.375000 Penalty: 4735.679688
	Iteration 49Q: 3 clusters Score -2091743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2091745.875000 Penalty: 4735.679688
	Iteration 50Q: 3 clusters Score -2091746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2091743.875000 Penalty: 4735.679688
	Iteration 51Q: 3 clusters Score -2091744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2091744.375000 Penalty: 4735.679688
	Iteration 52Q: 3 clusters Score -2091744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2091745.625000 Penalty: 4735.679688
	Iteration 53Q: 3 clusters Score -2091746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2091748.250000 Penalty: 4735.679688
	Iteration 54Q: 3 clusters Score -2091748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2091751.875000 Penalty: 4735.679688
	Iteration 55Q: 3 clusters Score -2091752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2091756.500000 Penalty: 4735.679688
	Iteration 56Q: 3 clusters Score -2091756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2091752.500000 Penalty: 4735.679688
	Iteration 57Q: 3 clusters Score -2091752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2091752.750000 Penalty: 4735.679688
	Iteration 58Q: 3 clusters Score -2091753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2091754.500000 Penalty: 4735.679688
	Iteration 59Q: 3 clusters Score -2091754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2091752.375000 Penalty: 4735.679688
	Iteration 60F: 3 clusters Score -2091752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2091757.375000 Penalty: 4735.679688
	Iteration 61Q: 3 clusters Score -2091757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2091753.750000 Penalty: 4735.679688
	Iteration 62Q: 3 clusters Score -2091754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2091753.125000 Penalty: 4735.679688
	Iteration 63Q: 3 clusters Score -2091753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2091753.125000 Penalty: 4735.679688
	Iteration 64Q: 3 clusters Score -2091753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2091752.125000 Penalty: 4735.679688
	Iteration 65Q: 3 clusters Score -2091752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2091752.125000 Penalty: 4735.679688
	Iteration 66F: 3 clusters Score -2091752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -769395.562500 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -769395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -764887.875000 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -764887.9 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -766171.062500 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -766171.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -766590.375000 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -766590.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -767055.500000 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -767055.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -767684.312500 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -767684.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -768405.000000 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -768405 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -768925.937500 Penalty: 4234.738770
	Iteration 6F: 3 clusters Score -768925.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -769150.125000 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -769150.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -769235.750000 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -769235.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -769271.875000 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -769271.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -769287.250000 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -769287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -769299.250000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -769299.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -769304.562500 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -769304.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -769309.562500 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -769309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -769313.875000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -769313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -769315.375000 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -769315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -769317.312500 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -769317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -769317.062500 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -769317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -769317.062500 Penalty: 4234.738770
	Iteration 18F: 3 clusters Score -769317.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -106536.320312 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -106536.3 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 329 members 
Entering Unmasked Estep 
Score: -104853.203125 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -104853.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105062.679688 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -105062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105117.890625 Penalty: 3243.634766
	Iteration 2Q: 3 clusters Score -105117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105135.367188 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -105135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105140.179688 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -105140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -105144.468750 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -105144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105147.796875 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -105147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105149.328125 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -105149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105149.328125 Penalty: 3243.634766
	Iteration 8F: 3 clusters Score -105149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Entering Unmasked Estep 
Score: -4503378.000000 Penalty: 2546.496338
	Iteration 0F: 2 clusters Score -4503378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4483660.000000 Penalty: 5092.992676
	Iteration 0F: 3 clusters Score -4483660 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -4490616.500000 Penalty: 5092.992676
	Iteration 1F: 3 clusters Score -4490616 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4491097.000000 Penalty: 5092.992676
	Iteration 2Q: 3 clusters Score -4491097 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4491608.000000 Penalty: 5092.992676
	Iteration 3Q: 3 clusters Score -4491608 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4492141.000000 Penalty: 5092.992676
	Iteration 4Q: 3 clusters Score -4492141 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4492779.500000 Penalty: 5092.992676
	Iteration 5Q: 3 clusters Score -4492780 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4493480.500000 Penalty: 5092.992676
	Iteration 6Q: 3 clusters Score -4493480 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4494216.000000 Penalty: 5092.992676
	Iteration 7Q: 3 clusters Score -4494216 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4494945.000000 Penalty: 5092.992676
	Iteration 8Q: 3 clusters Score -4494945 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4495573.500000 Penalty: 5092.992676
	Iteration 9Q: 3 clusters Score -4495574 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4496108.500000 Penalty: 5092.992676
	Iteration 10Q: 3 clusters Score -4496108 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4496551.500000 Penalty: 5092.992676
	Iteration 11Q: 3 clusters Score -4496552 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4496916.000000 Penalty: 5092.992676
	Iteration 12Q: 3 clusters Score -4496916 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4497242.500000 Penalty: 5092.992676
	Iteration 13Q: 3 clusters Score -4497242 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4497546.500000 Penalty: 5092.992676
	Iteration 14Q: 3 clusters Score -4497546 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4497798.000000 Penalty: 5092.992676
	Iteration 15Q: 3 clusters Score -4497798 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -4498135.000000 Penalty: 5092.992676
	Iteration 16Q: 3 clusters Score -4498135 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4498427.500000 Penalty: 5092.992676
	Iteration 17Q: 3 clusters Score -4498428 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4498787.000000 Penalty: 5092.992676
	Iteration 18Q: 3 clusters Score -4498787 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4499129.500000 Penalty: 5092.992676
	Iteration 19Q: 3 clusters Score -4499130 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4499499.500000 Penalty: 5092.992676
	Iteration 20F: 3 clusters Score -4499500 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4499829.500000 Penalty: 5092.992676
	Iteration 21Q: 3 clusters Score -4499830 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4500117.000000 Penalty: 5092.992676
	Iteration 22Q: 3 clusters Score -4500117 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4500372.500000 Penalty: 5092.992676
	Iteration 23Q: 3 clusters Score -4500372 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4500587.000000 Penalty: 5092.992676
	Iteration 24Q: 3 clusters Score -4500587 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4500777.500000 Penalty: 5092.992676
	Iteration 25Q: 3 clusters Score -4500778 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4500940.000000 Penalty: 5092.992676
	Iteration 26Q: 3 clusters Score -4500940 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4501080.500000 Penalty: 5092.992676
	Iteration 27Q: 3 clusters Score -4501080 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4501178.000000 Penalty: 5092.992676
	Iteration 28Q: 3 clusters Score -4501178 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4501292.500000 Penalty: 5092.992676
	Iteration 29Q: 3 clusters Score -4501292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4501367.000000 Penalty: 5092.992676
	Iteration 30Q: 3 clusters Score -4501367 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4501457.500000 Penalty: 5092.992676
	Iteration 31Q: 3 clusters Score -4501458 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4501514.500000 Penalty: 5092.992676
	Iteration 32Q: 3 clusters Score -4501514 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4501544.500000 Penalty: 5092.992676
	Iteration 33Q: 3 clusters Score -4501544 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4501583.000000 Penalty: 5092.992676
	Iteration 34Q: 3 clusters Score -4501583 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4501614.500000 Penalty: 5092.992676
	Iteration 35Q: 3 clusters Score -4501614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4501642.500000 Penalty: 5092.992676
	Iteration 36Q: 3 clusters Score -4501642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4501669.000000 Penalty: 5092.992676
	Iteration 37Q: 3 clusters Score -4501669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4501689.000000 Penalty: 5092.992676
	Iteration 38Q: 3 clusters Score -4501689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4501715.500000 Penalty: 5092.992676
	Iteration 39Q: 3 clusters Score -4501716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4501720.500000 Penalty: 5092.992676
	Iteration 40F: 3 clusters Score -4501720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4501734.000000 Penalty: 5092.992676
	Iteration 41Q: 3 clusters Score -4501734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4501744.500000 Penalty: 5092.992676
	Iteration 42Q: 3 clusters Score -4501744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4501753.500000 Penalty: 5092.992676
	Iteration 43Q: 3 clusters Score -4501754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4501769.500000 Penalty: 5092.992676
	Iteration 44Q: 3 clusters Score -4501770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4501775.500000 Penalty: 5092.992676
	Iteration 45Q: 3 clusters Score -4501776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4501774.000000 Penalty: 5092.992676
	Iteration 46Q: 3 clusters Score -4501774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4501779.500000 Penalty: 5092.992676
	Iteration 47Q: 3 clusters Score -4501780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4501790.500000 Penalty: 5092.992676
	Iteration 48Q: 3 clusters Score -4501790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4501804.000000 Penalty: 5092.992676
	Iteration 49Q: 3 clusters Score -4501804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4501813.500000 Penalty: 5092.992676
	Iteration 50Q: 3 clusters Score -4501814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4501818.000000 Penalty: 5092.992676
	Iteration 51Q: 3 clusters Score -4501818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4501818.000000 Penalty: 5092.992676
	Iteration 52Q: 3 clusters Score -4501818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4501820.500000 Penalty: 5092.992676
	Iteration 53Q: 3 clusters Score -4501820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4501827.500000 Penalty: 5092.992676
	Iteration 54Q: 3 clusters Score -4501828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4501826.000000 Penalty: 5092.992676
	Iteration 55Q: 3 clusters Score -4501826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4501839.500000 Penalty: 5092.992676
	Iteration 56Q: 3 clusters Score -4501840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4501833.000000 Penalty: 5092.992676
	Iteration 57Q: 3 clusters Score -4501833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4501834.500000 Penalty: 5092.992676
	Iteration 58Q: 3 clusters Score -4501834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4501832.500000 Penalty: 5092.992676
	Iteration 59Q: 3 clusters Score -4501832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4501838.000000 Penalty: 5092.992676
	Iteration 60F: 3 clusters Score -4501838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4501837.500000 Penalty: 5092.992676
	Iteration 61Q: 3 clusters Score -4501838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4501839.000000 Penalty: 5092.992676
	Iteration 62Q: 3 clusters Score -4501839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4501835.500000 Penalty: 5092.992676
	Iteration 63Q: 3 clusters Score -4501836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4501835.500000 Penalty: 5092.992676
	Iteration 64Q: 3 clusters Score -4501836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -4501836.500000 Penalty: 5092.992676
	Iteration 65Q: 3 clusters Score -4501836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -4501840.000000 Penalty: 5092.992676
	Iteration 66Q: 3 clusters Score -4501840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4501844.500000 Penalty: 5092.992676
	Iteration 67Q: 3 clusters Score -4501844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4501843.500000 Penalty: 5092.992676
	Iteration 68Q: 3 clusters Score -4501844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4501841.000000 Penalty: 5092.992676
	Iteration 69Q: 3 clusters Score -4501841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4501843.500000 Penalty: 5092.992676
	Iteration 70Q: 3 clusters Score -4501844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -4501838.500000 Penalty: 5092.992676
	Iteration 71Q: 3 clusters Score -4501838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4501841.000000 Penalty: 5092.992676
	Iteration 72Q: 3 clusters Score -4501841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4501841.000000 Penalty: 5092.992676
	Iteration 73Q: 3 clusters Score -4501841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4501840.000000 Penalty: 5092.992676
	Iteration 74Q: 3 clusters Score -4501840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -4501845.000000 Penalty: 5092.992676
	Iteration 75Q: 3 clusters Score -4501845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -4501844.000000 Penalty: 5092.992676
	Iteration 76Q: 3 clusters Score -4501844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -4501843.000000 Penalty: 5092.992676
	Iteration 77Q: 3 clusters Score -4501843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -4501849.500000 Penalty: 5092.992676
	Iteration 78Q: 3 clusters Score -4501850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4501849.500000 Penalty: 5092.992676
	Iteration 79Q: 3 clusters Score -4501850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4501848.000000 Penalty: 5092.992676
	Iteration 80F: 3 clusters Score -4501848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4501845.500000 Penalty: 5092.992676
	Iteration 81Q: 3 clusters Score -4501846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4501845.500000 Penalty: 5092.992676
	Iteration 82F: 3 clusters Score -4501846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -737969.437500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -737969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -733531.750000 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -733531.8 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -734565.062500 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -734565.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -734788.562500 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -734788.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -734926.062500 Penalty: 4214.811035
	Iteration 3Q: 3 clusters Score -734926.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -735024.125000 Penalty: 4214.811035
	Iteration 4Q: 3 clusters Score -735024.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -735077.625000 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -735077.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -735117.125000 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -735117.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -735151.812500 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -735151.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -735182.125000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -735182.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -735203.250000 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -735203.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -735228.250000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -735228.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -735265.562500 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -735265.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -735304.250000 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -735304.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -735351.062500 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -735351.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -735419.187500 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -735419.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -735497.687500 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -735497.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -735611.500000 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -735611.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -735748.625000 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -735748.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -735925.937500 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -735925.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -736137.250000 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -736137.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -736303.375000 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -736303.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -736450.125000 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -736450.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -736561.875000 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -736561.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -736652.625000 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -736652.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -736739.937500 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -736739.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -736792.375000 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -736792.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -736827.000000 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -736827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -736867.562500 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -736867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -736890.187500 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -736890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -736899.750000 Penalty: 4214.811035
	Iteration 29Q: 3 clusters Score -736899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -736906.125000 Penalty: 4214.811035
	Iteration 30Q: 3 clusters Score -736906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -736911.000000 Penalty: 4214.811035
	Iteration 31Q: 3 clusters Score -736911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -736917.562500 Penalty: 4214.811035
	Iteration 32Q: 3 clusters Score -736917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -736918.750000 Penalty: 4214.811035
	Iteration 33Q: 3 clusters Score -736918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -736920.812500 Penalty: 4214.811035
	Iteration 34Q: 3 clusters Score -736920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -736921.937500 Penalty: 4214.811035
	Iteration 35Q: 3 clusters Score -736921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -736922.937500 Penalty: 4214.811035
	Iteration 36Q: 3 clusters Score -736922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -736923.437500 Penalty: 4214.811035
	Iteration 37Q: 3 clusters Score -736923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -736924.875000 Penalty: 4214.811035
	Iteration 38Q: 3 clusters Score -736924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -736926.625000 Penalty: 4214.811035
	Iteration 39Q: 3 clusters Score -736926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -736928.000000 Penalty: 4214.811035
	Iteration 40F: 3 clusters Score -736928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -736931.375000 Penalty: 4214.811035
	Iteration 41Q: 3 clusters Score -736931.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -736931.437500 Penalty: 4214.811035
	Iteration 42Q: 3 clusters Score -736931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -736931.625000 Penalty: 4214.811035
	Iteration 43Q: 3 clusters Score -736931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -736932.500000 Penalty: 4214.811035
	Iteration 44Q: 3 clusters Score -736932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -736932.312500 Penalty: 4214.811035
	Iteration 45Q: 3 clusters Score -736932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -736932.312500 Penalty: 4214.811035
	Iteration 46F: 3 clusters Score -736932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -163308.421875 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -163308.4 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 555 members 
Entering Unmasked Estep 
Score: -161315.703125 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -161315.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -161655.140625 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -161655.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -161754.375000 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -161754.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -161819.375000 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -161819.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -161890.046875 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -161890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -161947.421875 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -161947.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162045.078125 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -162045.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -162161.500000 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -162161.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -162303.640625 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -162303.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -162412.203125 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -162412.2 nChanged 54
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: -162694.093750 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -162694.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -163025.546875 Penalty: 3465.795166
	Iteration 11F: 3 clusters Score -163025.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -163197.484375 Penalty: 3465.795166
	Iteration 12F: 3 clusters Score -163197.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -163290.609375 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -163290.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -163372.125000 Penalty: 3465.795166
	Iteration 14Q: 3 clusters Score -163372.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -163423.125000 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -163423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -163441.171875 Penalty: 3465.795166
	Iteration 16Q: 3 clusters Score -163441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -163453.656250 Penalty: 3465.795166
	Iteration 17Q: 3 clusters Score -163453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -163456.875000 Penalty: 3465.795166
	Iteration 18Q: 3 clusters Score -163456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -163458.718750 Penalty: 3465.795166
	Iteration 19Q: 3 clusters Score -163458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163464.375000 Penalty: 3465.795166
	Iteration 20F: 3 clusters Score -163464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -163473.171875 Penalty: 3465.795166
	Iteration 21Q: 3 clusters Score -163473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163486.031250 Penalty: 3465.795166
	Iteration 22Q: 3 clusters Score -163486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163486.031250 Penalty: 3465.795166
	Iteration 23F: 3 clusters Score -163486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21683 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10630 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9273 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50245 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9780 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29762 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 348 members 
Entering Unmasked Estep 
Score: -120408264.000000 Penalty: 151630.234375
Splitting cluster 19 changes total score from -120409768.000000 to -120408264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -55678.128906 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -55678.13 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 203 members 
Entering Unmasked Estep 
Score: -54287.371094 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -54287.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54448.031250 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -54448.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54487.332031 Penalty: 2985.222168
	Iteration 2Q: 3 clusters Score -54487.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54504.546875 Penalty: 2985.222168
	Iteration 3Q: 3 clusters Score -54504.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54509.511719 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -54509.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54509.511719 Penalty: 2985.222168
	Iteration 5F: 3 clusters Score -54509.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Entering Unmasked Estep 
Score: -3370991.750000 Penalty: 2476.102295
	Iteration 0F: 2 clusters Score -3370992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3355814.750000 Penalty: 4952.204590
	Iteration 0F: 3 clusters Score -3355815 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3361073.500000 Penalty: 4952.204590
	Iteration 1F: 3 clusters Score -3361074 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3361791.250000 Penalty: 4952.204590
	Iteration 2F: 3 clusters Score -3361791 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3362515.500000 Penalty: 4952.204590
	Iteration 3F: 3 clusters Score -3362516 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3363311.500000 Penalty: 4952.204590
	Iteration 4F: 3 clusters Score -3363312 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3364085.000000 Penalty: 4952.204590
	Iteration 5F: 3 clusters Score -3364085 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3364771.250000 Penalty: 4952.204590
	Iteration 6F: 3 clusters Score -3364771 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3365312.250000 Penalty: 4952.204590
	Iteration 7Q: 3 clusters Score -3365312 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3365706.000000 Penalty: 4952.204590
	Iteration 8Q: 3 clusters Score -3365706 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3365965.000000 Penalty: 4952.204590
	Iteration 9Q: 3 clusters Score -3365965 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3366136.500000 Penalty: 4952.204590
	Iteration 10Q: 3 clusters Score -3366136 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3366220.250000 Penalty: 4952.204590
	Iteration 11Q: 3 clusters Score -3366220 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3366308.750000 Penalty: 4952.204590
	Iteration 12Q: 3 clusters Score -3366309 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3366375.750000 Penalty: 4952.204590
	Iteration 13Q: 3 clusters Score -3366376 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3366433.500000 Penalty: 4952.204590
	Iteration 14Q: 3 clusters Score -3366434 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3366505.500000 Penalty: 4952.204590
	Iteration 15Q: 3 clusters Score -3366506 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3366579.500000 Penalty: 4952.204590
	Iteration 16Q: 3 clusters Score -3366580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3366636.500000 Penalty: 4952.204590
	Iteration 17Q: 3 clusters Score -3366636 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3366706.250000 Penalty: 4952.204590
	Iteration 18Q: 3 clusters Score -3366706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3366793.500000 Penalty: 4952.204590
	Iteration 19Q: 3 clusters Score -3366794 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3366878.500000 Penalty: 4952.204590
	Iteration 20F: 3 clusters Score -3366878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3366964.000000 Penalty: 4952.204590
	Iteration 21Q: 3 clusters Score -3366964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3367080.750000 Penalty: 4952.204590
	Iteration 22Q: 3 clusters Score -3367081 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3367216.750000 Penalty: 4952.204590
	Iteration 23Q: 3 clusters Score -3367217 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3367344.750000 Penalty: 4952.204590
	Iteration 24Q: 3 clusters Score -3367345 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3367498.000000 Penalty: 4952.204590
	Iteration 25Q: 3 clusters Score -3367498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3367672.000000 Penalty: 4952.204590
	Iteration 26Q: 3 clusters Score -3367672 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3367800.500000 Penalty: 4952.204590
	Iteration 27Q: 3 clusters Score -3367800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3367929.500000 Penalty: 4952.204590
	Iteration 28Q: 3 clusters Score -3367930 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3368060.500000 Penalty: 4952.204590
	Iteration 29Q: 3 clusters Score -3368060 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3368190.750000 Penalty: 4952.204590
	Iteration 30Q: 3 clusters Score -3368191 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3368299.750000 Penalty: 4952.204590
	Iteration 31Q: 3 clusters Score -3368300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3368420.250000 Penalty: 4952.204590
	Iteration 32Q: 3 clusters Score -3368420 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3368527.500000 Penalty: 4952.204590
	Iteration 33Q: 3 clusters Score -3368528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3368606.750000 Penalty: 4952.204590
	Iteration 34Q: 3 clusters Score -3368607 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3368674.000000 Penalty: 4952.204590
	Iteration 35Q: 3 clusters Score -3368674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3368736.750000 Penalty: 4952.204590
	Iteration 36Q: 3 clusters Score -3368737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3368800.000000 Penalty: 4952.204590
	Iteration 37Q: 3 clusters Score -3368800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3368849.000000 Penalty: 4952.204590
	Iteration 38Q: 3 clusters Score -3368849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3368882.000000 Penalty: 4952.204590
	Iteration 39Q: 3 clusters Score -3368882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3368916.750000 Penalty: 4952.204590
	Iteration 40F: 3 clusters Score -3368917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3368933.750000 Penalty: 4952.204590
	Iteration 41Q: 3 clusters Score -3368934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3368954.000000 Penalty: 4952.204590
	Iteration 42Q: 3 clusters Score -3368954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3368963.000000 Penalty: 4952.204590
	Iteration 43Q: 3 clusters Score -3368963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3368980.250000 Penalty: 4952.204590
	Iteration 44Q: 3 clusters Score -3368980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3368984.000000 Penalty: 4952.204590
	Iteration 45Q: 3 clusters Score -3368984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3368988.750000 Penalty: 4952.204590
	Iteration 46Q: 3 clusters Score -3368989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3368986.250000 Penalty: 4952.204590
	Iteration 47Q: 3 clusters Score -3368986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3368986.250000 Penalty: 4952.204590
	Iteration 48F: 3 clusters Score -3368986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Entering Unmasked Estep 
Score: -1895105.875000 Penalty: 2343.635986
	Iteration 0F: 2 clusters Score -1895106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1885635.125000 Penalty: 4687.271973
	Iteration 0F: 3 clusters Score -1885635 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1888732.500000 Penalty: 4687.271973
	Iteration 1F: 3 clusters Score -1888732 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1889252.250000 Penalty: 4687.271973
	Iteration 2F: 3 clusters Score -1889252 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1889766.125000 Penalty: 4687.271973
	Iteration 3F: 3 clusters Score -1889766 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1890255.875000 Penalty: 4687.271973
	Iteration 4F: 3 clusters Score -1890256 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1890704.000000 Penalty: 4687.271973
	Iteration 5F: 3 clusters Score -1890704 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1891105.125000 Penalty: 4687.271973
	Iteration 6Q: 3 clusters Score -1891105 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1891444.125000 Penalty: 4687.271973
	Iteration 7Q: 3 clusters Score -1891444 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1891730.750000 Penalty: 4687.271973
	Iteration 8Q: 3 clusters Score -1891731 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1891952.500000 Penalty: 4687.271973
	Iteration 9Q: 3 clusters Score -1891952 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1892140.375000 Penalty: 4687.271973
	Iteration 10Q: 3 clusters Score -1892140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1892274.750000 Penalty: 4687.271973
	Iteration 11Q: 3 clusters Score -1892275 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1892372.375000 Penalty: 4687.271973
	Iteration 12Q: 3 clusters Score -1892372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1892481.125000 Penalty: 4687.271973
	Iteration 13Q: 3 clusters Score -1892481 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1892579.750000 Penalty: 4687.271973
	Iteration 14Q: 3 clusters Score -1892580 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1892695.750000 Penalty: 4687.271973
	Iteration 15Q: 3 clusters Score -1892696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1892840.000000 Penalty: 4687.271973
	Iteration 16Q: 3 clusters Score -1892840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1892981.750000 Penalty: 4687.271973
	Iteration 17Q: 3 clusters Score -1892982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1893075.000000 Penalty: 4687.271973
	Iteration 18Q: 3 clusters Score -1893075 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1893140.625000 Penalty: 4687.271973
	Iteration 19Q: 3 clusters Score -1893141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1893200.875000 Penalty: 4687.271973
	Iteration 20F: 3 clusters Score -1893201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1893254.375000 Penalty: 4687.271973
	Iteration 21Q: 3 clusters Score -1893254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1893311.625000 Penalty: 4687.271973
	Iteration 22Q: 3 clusters Score -1893312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1893377.125000 Penalty: 4687.271973
	Iteration 23Q: 3 clusters Score -1893377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1893431.250000 Penalty: 4687.271973
	Iteration 24Q: 3 clusters Score -1893431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1893539.625000 Penalty: 4687.271973
	Iteration 25Q: 3 clusters Score -1893540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1893762.250000 Penalty: 4687.271973
	Iteration 26Q: 3 clusters Score -1893762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1893914.625000 Penalty: 4687.271973
	Iteration 27Q: 3 clusters Score -1893915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1893986.000000 Penalty: 4687.271973
	Iteration 28Q: 3 clusters Score -1893986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1894028.500000 Penalty: 4687.271973
	Iteration 29Q: 3 clusters Score -1894028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1894061.250000 Penalty: 4687.271973
	Iteration 30Q: 3 clusters Score -1894061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1894080.250000 Penalty: 4687.271973
	Iteration 31Q: 3 clusters Score -1894080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1894096.000000 Penalty: 4687.271973
	Iteration 32Q: 3 clusters Score -1894096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1894112.000000 Penalty: 4687.271973
	Iteration 33Q: 3 clusters Score -1894112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1894125.625000 Penalty: 4687.271973
	Iteration 34Q: 3 clusters Score -1894126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1894134.625000 Penalty: 4687.271973
	Iteration 35Q: 3 clusters Score -1894135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1894139.750000 Penalty: 4687.271973
	Iteration 36Q: 3 clusters Score -1894140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1894139.750000 Penalty: 4687.271973
	Iteration 37Q: 3 clusters Score -1894140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1894139.000000 Penalty: 4687.271973
	Iteration 38Q: 3 clusters Score -1894139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1894139.125000 Penalty: 4687.271973
	Iteration 39Q: 3 clusters Score -1894139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1894142.750000 Penalty: 4687.271973
	Iteration 40F: 3 clusters Score -1894143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1894142.625000 Penalty: 4687.271973
	Iteration 41Q: 3 clusters Score -1894143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1894141.250000 Penalty: 4687.271973
	Iteration 42Q: 3 clusters Score -1894141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1894142.000000 Penalty: 4687.271973
	Iteration 43Q: 3 clusters Score -1894142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1894143.500000 Penalty: 4687.271973
	Iteration 44Q: 3 clusters Score -1894144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1894142.500000 Penalty: 4687.271973
	Iteration 45Q: 3 clusters Score -1894142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1894143.500000 Penalty: 4687.271973
	Iteration 46Q: 3 clusters Score -1894144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1894144.125000 Penalty: 4687.271973
	Iteration 47Q: 3 clusters Score -1894144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1894146.000000 Penalty: 4687.271973
	Iteration 48Q: 3 clusters Score -1894146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1894147.250000 Penalty: 4687.271973
	Iteration 49Q: 3 clusters Score -1894147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1894144.875000 Penalty: 4687.271973
	Iteration 50Q: 3 clusters Score -1894145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1894149.000000 Penalty: 4687.271973
	Iteration 51Q: 3 clusters Score -1894149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1894148.625000 Penalty: 4687.271973
	Iteration 52Q: 3 clusters Score -1894149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1894148.625000 Penalty: 4687.271973
	Iteration 53F: 3 clusters Score -1894149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Entering Unmasked Estep 
Score: -2802244.750000 Penalty: 2427.832520
	Iteration 0F: 2 clusters Score -2802245 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 8988 members 
Entering Unmasked Estep 
Score: -2789511.750000 Penalty: 4855.665039
	Iteration 0F: 3 clusters Score -2789512 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2793716.750000 Penalty: 4855.665039
	Iteration 1F: 3 clusters Score -2793717 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2794119.250000 Penalty: 4855.665039
	Iteration 2F: 3 clusters Score -2794119 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2794498.000000 Penalty: 4855.665039
	Iteration 3Q: 3 clusters Score -2794498 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2794882.000000 Penalty: 4855.665039
	Iteration 4Q: 3 clusters Score -2794882 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2795263.000000 Penalty: 4855.665039
	Iteration 5Q: 3 clusters Score -2795263 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2795624.250000 Penalty: 4855.665039
	Iteration 6Q: 3 clusters Score -2795624 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2795970.750000 Penalty: 4855.665039
	Iteration 7Q: 3 clusters Score -2795971 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2796334.250000 Penalty: 4855.665039
	Iteration 8Q: 3 clusters Score -2796334 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2796634.500000 Penalty: 4855.665039
	Iteration 9Q: 3 clusters Score -2796634 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2796875.500000 Penalty: 4855.665039
	Iteration 10Q: 3 clusters Score -2796876 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2797119.250000 Penalty: 4855.665039
	Iteration 11Q: 3 clusters Score -2797119 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2797377.250000 Penalty: 4855.665039
	Iteration 12Q: 3 clusters Score -2797377 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2797620.750000 Penalty: 4855.665039
	Iteration 13Q: 3 clusters Score -2797621 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2797883.000000 Penalty: 4855.665039
	Iteration 14Q: 3 clusters Score -2797883 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2798114.000000 Penalty: 4855.665039
	Iteration 15Q: 3 clusters Score -2798114 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2798391.250000 Penalty: 4855.665039
	Iteration 16Q: 3 clusters Score -2798391 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2798670.250000 Penalty: 4855.665039
	Iteration 17Q: 3 clusters Score -2798670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2798927.000000 Penalty: 4855.665039
	Iteration 18Q: 3 clusters Score -2798927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2799165.750000 Penalty: 4855.665039
	Iteration 19Q: 3 clusters Score -2799166 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2799350.500000 Penalty: 4855.665039
	Iteration 20F: 3 clusters Score -2799350 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2799507.750000 Penalty: 4855.665039
	Iteration 21Q: 3 clusters Score -2799508 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2799640.750000 Penalty: 4855.665039
	Iteration 22Q: 3 clusters Score -2799641 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2799755.750000 Penalty: 4855.665039
	Iteration 23Q: 3 clusters Score -2799756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2799865.250000 Penalty: 4855.665039
	Iteration 24Q: 3 clusters Score -2799865 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2799962.500000 Penalty: 4855.665039
	Iteration 25Q: 3 clusters Score -2799962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2800040.250000 Penalty: 4855.665039
	Iteration 26Q: 3 clusters Score -2800040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2800091.750000 Penalty: 4855.665039
	Iteration 27Q: 3 clusters Score -2800092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2800135.000000 Penalty: 4855.665039
	Iteration 28Q: 3 clusters Score -2800135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2800177.000000 Penalty: 4855.665039
	Iteration 29Q: 3 clusters Score -2800177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2800211.250000 Penalty: 4855.665039
	Iteration 30Q: 3 clusters Score -2800211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2800238.000000 Penalty: 4855.665039
	Iteration 31Q: 3 clusters Score -2800238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2800262.250000 Penalty: 4855.665039
	Iteration 32Q: 3 clusters Score -2800262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2800274.500000 Penalty: 4855.665039
	Iteration 33Q: 3 clusters Score -2800274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2800289.250000 Penalty: 4855.665039
	Iteration 34Q: 3 clusters Score -2800289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2800291.000000 Penalty: 4855.665039
	Iteration 35Q: 3 clusters Score -2800291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2800296.250000 Penalty: 4855.665039
	Iteration 36Q: 3 clusters Score -2800296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2800307.500000 Penalty: 4855.665039
	Iteration 37Q: 3 clusters Score -2800308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2800312.250000 Penalty: 4855.665039
	Iteration 38Q: 3 clusters Score -2800312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2800322.250000 Penalty: 4855.665039
	Iteration 39Q: 3 clusters Score -2800322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2800325.500000 Penalty: 4855.665039
	Iteration 40F: 3 clusters Score -2800326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2800329.500000 Penalty: 4855.665039
	Iteration 41Q: 3 clusters Score -2800330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2800332.000000 Penalty: 4855.665039
	Iteration 42Q: 3 clusters Score -2800332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2800342.000000 Penalty: 4855.665039
	Iteration 43Q: 3 clusters Score -2800342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2800350.250000 Penalty: 4855.665039
	Iteration 44Q: 3 clusters Score -2800350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2800354.500000 Penalty: 4855.665039
	Iteration 45Q: 3 clusters Score -2800354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2800365.750000 Penalty: 4855.665039
	Iteration 46Q: 3 clusters Score -2800366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2800369.500000 Penalty: 4855.665039
	Iteration 47Q: 3 clusters Score -2800370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2800376.250000 Penalty: 4855.665039
	Iteration 48Q: 3 clusters Score -2800376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2800373.500000 Penalty: 4855.665039
	Iteration 49Q: 3 clusters Score -2800374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2800373.500000 Penalty: 4855.665039
	Iteration 50Q: 3 clusters Score -2800374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2800378.750000 Penalty: 4855.665039
	Iteration 51Q: 3 clusters Score -2800379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2800382.250000 Penalty: 4855.665039
	Iteration 52Q: 3 clusters Score -2800382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2800382.500000 Penalty: 4855.665039
	Iteration 53Q: 3 clusters Score -2800382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2800386.500000 Penalty: 4855.665039
	Iteration 54Q: 3 clusters Score -2800386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2800392.000000 Penalty: 4855.665039
	Iteration 55Q: 3 clusters Score -2800392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2800398.750000 Penalty: 4855.665039
	Iteration 56Q: 3 clusters Score -2800399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2800397.250000 Penalty: 4855.665039
	Iteration 57Q: 3 clusters Score -2800397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2800401.750000 Penalty: 4855.665039
	Iteration 58Q: 3 clusters Score -2800402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2800401.750000 Penalty: 4855.665039
	Iteration 59Q: 3 clusters Score -2800402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2800404.500000 Penalty: 4855.665039
	Iteration 60F: 3 clusters Score -2800404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2800405.750000 Penalty: 4855.665039
	Iteration 61Q: 3 clusters Score -2800406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2800405.000000 Penalty: 4855.665039
	Iteration 62Q: 3 clusters Score -2800405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2800408.250000 Penalty: 4855.665039
	Iteration 63Q: 3 clusters Score -2800408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2800406.750000 Penalty: 4855.665039
	Iteration 64Q: 3 clusters Score -2800407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2800407.500000 Penalty: 4855.665039
	Iteration 65Q: 3 clusters Score -2800408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2800412.750000 Penalty: 4855.665039
	Iteration 66Q: 3 clusters Score -2800413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2800411.000000 Penalty: 4855.665039
	Iteration 67Q: 3 clusters Score -2800411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2800411.000000 Penalty: 4855.665039
	Iteration 68F: 3 clusters Score -2800411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -24222.876953 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -24222.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23506.490234 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -23506.49 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24328.683594 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -24328.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24485.441406 Penalty: 2787.718750
	Iteration 2F: 3 clusters Score -24485.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24540.193359 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -24540.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24550.695312 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -24550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24559.248047 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -24559.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24562.625000 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -24562.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24562.625000 Penalty: 2787.718750
	Iteration 7F: 3 clusters Score -24562.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21683 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 157 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10630 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9273 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50245 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9780 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29762 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 119 members 
Entering Unmasked Estep 
Score: -120408224.000000 Penalty: 151630.234375
Splitting cluster 24 changes total score from -120409768.000000 to -120408224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Entering Unmasked Estep 
Score: -1270197.500000 Penalty: 2242.953613
	Iteration 0F: 2 clusters Score -1270198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1263483.750000 Penalty: 4485.907227
	Iteration 0F: 3 clusters Score -1263484 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1265530.625000 Penalty: 4485.907227
	Iteration 1F: 3 clusters Score -1265531 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1265880.375000 Penalty: 4485.907227
	Iteration 2F: 3 clusters Score -1265880 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1266167.375000 Penalty: 4485.907227
	Iteration 3F: 3 clusters Score -1266167 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1266376.625000 Penalty: 4485.907227
	Iteration 4Q: 3 clusters Score -1266377 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1266557.875000 Penalty: 4485.907227
	Iteration 5Q: 3 clusters Score -1266558 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1266726.875000 Penalty: 4485.907227
	Iteration 6Q: 3 clusters Score -1266727 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1266886.625000 Penalty: 4485.907227
	Iteration 7Q: 3 clusters Score -1266887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1267018.125000 Penalty: 4485.907227
	Iteration 8Q: 3 clusters Score -1267018 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1267159.500000 Penalty: 4485.907227
	Iteration 9Q: 3 clusters Score -1267160 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1267308.250000 Penalty: 4485.907227
	Iteration 10Q: 3 clusters Score -1267308 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1267499.000000 Penalty: 4485.907227
	Iteration 11Q: 3 clusters Score -1267499 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1267671.750000 Penalty: 4485.907227
	Iteration 12Q: 3 clusters Score -1267672 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1267877.500000 Penalty: 4485.907227
	Iteration 13Q: 3 clusters Score -1267878 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1268097.750000 Penalty: 4485.907227
	Iteration 14Q: 3 clusters Score -1268098 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1268279.750000 Penalty: 4485.907227
	Iteration 15Q: 3 clusters Score -1268280 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1268410.250000 Penalty: 4485.907227
	Iteration 16Q: 3 clusters Score -1268410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1268512.875000 Penalty: 4485.907227
	Iteration 17Q: 3 clusters Score -1268513 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1268595.625000 Penalty: 4485.907227
	Iteration 18Q: 3 clusters Score -1268596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1268649.125000 Penalty: 4485.907227
	Iteration 19Q: 3 clusters Score -1268649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1268684.125000 Penalty: 4485.907227
	Iteration 20F: 3 clusters Score -1268684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1268712.500000 Penalty: 4485.907227
	Iteration 21Q: 3 clusters Score -1268712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1268737.625000 Penalty: 4485.907227
	Iteration 22Q: 3 clusters Score -1268738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1268758.000000 Penalty: 4485.907227
	Iteration 23Q: 3 clusters Score -1268758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1268777.625000 Penalty: 4485.907227
	Iteration 24Q: 3 clusters Score -1268778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1268797.250000 Penalty: 4485.907227
	Iteration 25Q: 3 clusters Score -1268797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1268815.625000 Penalty: 4485.907227
	Iteration 26Q: 3 clusters Score -1268816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1268833.250000 Penalty: 4485.907227
	Iteration 27Q: 3 clusters Score -1268833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1268846.375000 Penalty: 4485.907227
	Iteration 28Q: 3 clusters Score -1268846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1268858.500000 Penalty: 4485.907227
	Iteration 29Q: 3 clusters Score -1268858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1268865.125000 Penalty: 4485.907227
	Iteration 30Q: 3 clusters Score -1268865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1268869.875000 Penalty: 4485.907227
	Iteration 31Q: 3 clusters Score -1268870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1268870.500000 Penalty: 4485.907227
	Iteration 32Q: 3 clusters Score -1268870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1268872.125000 Penalty: 4485.907227
	Iteration 33Q: 3 clusters Score -1268872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1268871.750000 Penalty: 4485.907227
	Iteration 34Q: 3 clusters Score -1268872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1268875.125000 Penalty: 4485.907227
	Iteration 35Q: 3 clusters Score -1268875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1268876.625000 Penalty: 4485.907227
	Iteration 36Q: 3 clusters Score -1268877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1268879.875000 Penalty: 4485.907227
	Iteration 37Q: 3 clusters Score -1268880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1268879.750000 Penalty: 4485.907227
	Iteration 38Q: 3 clusters Score -1268880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1268878.750000 Penalty: 4485.907227
	Iteration 39Q: 3 clusters Score -1268879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1268878.750000 Penalty: 4485.907227
	Iteration 40F: 3 clusters Score -1268879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Entering Unmasked Estep 
Score: -1582346.000000 Penalty: 2299.316162
	Iteration 0F: 2 clusters Score -1582346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1574366.625000 Penalty: 4598.632324
	Iteration 0F: 3 clusters Score -1574367 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1576807.375000 Penalty: 4598.632324
	Iteration 1F: 3 clusters Score -1576807 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1577151.125000 Penalty: 4598.632324
	Iteration 2F: 3 clusters Score -1577151 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1577401.375000 Penalty: 4598.632324
	Iteration 3F: 3 clusters Score -1577401 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1577632.500000 Penalty: 4598.632324
	Iteration 4Q: 3 clusters Score -1577632 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1577881.375000 Penalty: 4598.632324
	Iteration 5Q: 3 clusters Score -1577881 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1578102.750000 Penalty: 4598.632324
	Iteration 6Q: 3 clusters Score -1578103 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1578293.000000 Penalty: 4598.632324
	Iteration 7Q: 3 clusters Score -1578293 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1578486.750000 Penalty: 4598.632324
	Iteration 8Q: 3 clusters Score -1578487 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1578671.750000 Penalty: 4598.632324
	Iteration 9Q: 3 clusters Score -1578672 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1578849.250000 Penalty: 4598.632324
	Iteration 10Q: 3 clusters Score -1578849 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1579007.875000 Penalty: 4598.632324
	Iteration 11Q: 3 clusters Score -1579008 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1579163.125000 Penalty: 4598.632324
	Iteration 12Q: 3 clusters Score -1579163 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1579310.625000 Penalty: 4598.632324
	Iteration 13Q: 3 clusters Score -1579311 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1579432.750000 Penalty: 4598.632324
	Iteration 14Q: 3 clusters Score -1579433 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1579528.875000 Penalty: 4598.632324
	Iteration 15Q: 3 clusters Score -1579529 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1579644.000000 Penalty: 4598.632324
	Iteration 16Q: 3 clusters Score -1579644 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1579757.125000 Penalty: 4598.632324
	Iteration 17Q: 3 clusters Score -1579757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1579873.875000 Penalty: 4598.632324
	Iteration 18Q: 3 clusters Score -1579874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1579974.625000 Penalty: 4598.632324
	Iteration 19Q: 3 clusters Score -1579975 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1580066.500000 Penalty: 4598.632324
	Iteration 20F: 3 clusters Score -1580066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1580176.750000 Penalty: 4598.632324
	Iteration 21Q: 3 clusters Score -1580177 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1580290.125000 Penalty: 4598.632324
	Iteration 22Q: 3 clusters Score -1580290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1580410.375000 Penalty: 4598.632324
	Iteration 23Q: 3 clusters Score -1580410 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1580536.875000 Penalty: 4598.632324
	Iteration 24Q: 3 clusters Score -1580537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1580714.625000 Penalty: 4598.632324
	Iteration 25Q: 3 clusters Score -1580715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1580911.750000 Penalty: 4598.632324
	Iteration 26Q: 3 clusters Score -1580912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1581062.750000 Penalty: 4598.632324
	Iteration 27Q: 3 clusters Score -1581063 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1581177.375000 Penalty: 4598.632324
	Iteration 28Q: 3 clusters Score -1581177 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1581257.875000 Penalty: 4598.632324
	Iteration 29Q: 3 clusters Score -1581258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1581309.125000 Penalty: 4598.632324
	Iteration 30Q: 3 clusters Score -1581309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1581345.375000 Penalty: 4598.632324
	Iteration 31Q: 3 clusters Score -1581345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1581378.125000 Penalty: 4598.632324
	Iteration 32Q: 3 clusters Score -1581378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1581402.125000 Penalty: 4598.632324
	Iteration 33Q: 3 clusters Score -1581402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1581422.750000 Penalty: 4598.632324
	Iteration 34Q: 3 clusters Score -1581423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1581438.375000 Penalty: 4598.632324
	Iteration 35Q: 3 clusters Score -1581438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1581450.500000 Penalty: 4598.632324
	Iteration 36Q: 3 clusters Score -1581450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1581457.250000 Penalty: 4598.632324
	Iteration 37Q: 3 clusters Score -1581457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1581465.000000 Penalty: 4598.632324
	Iteration 38Q: 3 clusters Score -1581465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1581472.000000 Penalty: 4598.632324
	Iteration 39Q: 3 clusters Score -1581472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1581477.000000 Penalty: 4598.632324
	Iteration 40F: 3 clusters Score -1581477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1581481.250000 Penalty: 4598.632324
	Iteration 41Q: 3 clusters Score -1581481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1581481.125000 Penalty: 4598.632324
	Iteration 42Q: 3 clusters Score -1581481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1581493.375000 Penalty: 4598.632324
	Iteration 43Q: 3 clusters Score -1581493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1581497.500000 Penalty: 4598.632324
	Iteration 44Q: 3 clusters Score -1581498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1581503.500000 Penalty: 4598.632324
	Iteration 45Q: 3 clusters Score -1581504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1581507.125000 Penalty: 4598.632324
	Iteration 46Q: 3 clusters Score -1581507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1581517.500000 Penalty: 4598.632324
	Iteration 47Q: 3 clusters Score -1581518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1581522.250000 Penalty: 4598.632324
	Iteration 48Q: 3 clusters Score -1581522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1581530.625000 Penalty: 4598.632324
	Iteration 49Q: 3 clusters Score -1581531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1581542.375000 Penalty: 4598.632324
	Iteration 50Q: 3 clusters Score -1581542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1581555.250000 Penalty: 4598.632324
	Iteration 51Q: 3 clusters Score -1581555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1581563.625000 Penalty: 4598.632324
	Iteration 52Q: 3 clusters Score -1581564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1581580.875000 Penalty: 4598.632324
	Iteration 53Q: 3 clusters Score -1581581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1581599.000000 Penalty: 4598.632324
	Iteration 54Q: 3 clusters Score -1581599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1581615.000000 Penalty: 4598.632324
	Iteration 55Q: 3 clusters Score -1581615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1581634.875000 Penalty: 4598.632324
	Iteration 56Q: 3 clusters Score -1581635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1581657.625000 Penalty: 4598.632324
	Iteration 57Q: 3 clusters Score -1581658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1581680.375000 Penalty: 4598.632324
	Iteration 58Q: 3 clusters Score -1581680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1581704.500000 Penalty: 4598.632324
	Iteration 59Q: 3 clusters Score -1581704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1581726.250000 Penalty: 4598.632324
	Iteration 60F: 3 clusters Score -1581726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1581747.500000 Penalty: 4598.632324
	Iteration 61Q: 3 clusters Score -1581748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1581760.375000 Penalty: 4598.632324
	Iteration 62Q: 3 clusters Score -1581760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1581773.375000 Penalty: 4598.632324
	Iteration 63Q: 3 clusters Score -1581773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1581791.125000 Penalty: 4598.632324
	Iteration 64Q: 3 clusters Score -1581791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1581803.500000 Penalty: 4598.632324
	Iteration 65Q: 3 clusters Score -1581804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1581810.750000 Penalty: 4598.632324
	Iteration 66Q: 3 clusters Score -1581811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1581822.875000 Penalty: 4598.632324
	Iteration 67Q: 3 clusters Score -1581823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1581825.750000 Penalty: 4598.632324
	Iteration 68Q: 3 clusters Score -1581826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1581831.750000 Penalty: 4598.632324
	Iteration 69Q: 3 clusters Score -1581832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1581833.750000 Penalty: 4598.632324
	Iteration 70Q: 3 clusters Score -1581834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1581835.000000 Penalty: 4598.632324
	Iteration 71Q: 3 clusters Score -1581835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1581837.750000 Penalty: 4598.632324
	Iteration 72Q: 3 clusters Score -1581838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1581835.000000 Penalty: 4598.632324
	Iteration 73Q: 3 clusters Score -1581835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1581838.750000 Penalty: 4598.632324
	Iteration 74Q: 3 clusters Score -1581839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1581840.375000 Penalty: 4598.632324
	Iteration 75Q: 3 clusters Score -1581840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1581841.000000 Penalty: 4598.632324
	Iteration 76Q: 3 clusters Score -1581841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1581842.500000 Penalty: 4598.632324
	Iteration 77Q: 3 clusters Score -1581842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1581842.750000 Penalty: 4598.632324
	Iteration 78Q: 3 clusters Score -1581843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1581843.375000 Penalty: 4598.632324
	Iteration 79Q: 3 clusters Score -1581843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1581838.625000 Penalty: 4598.632324
	Iteration 80F: 3 clusters Score -1581839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1581843.125000 Penalty: 4598.632324
	Iteration 81Q: 3 clusters Score -1581843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1581844.125000 Penalty: 4598.632324
	Iteration 82Q: 3 clusters Score -1581844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1581844.875000 Penalty: 4598.632324
	Iteration 83Q: 3 clusters Score -1581845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1581844.625000 Penalty: 4598.632324
	Iteration 84Q: 3 clusters Score -1581845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1581843.250000 Penalty: 4598.632324
	Iteration 85Q: 3 clusters Score -1581843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1581845.250000 Penalty: 4598.632324
	Iteration 86Q: 3 clusters Score -1581845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1581843.375000 Penalty: 4598.632324
	Iteration 87Q: 3 clusters Score -1581843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1581843.000000 Penalty: 4598.632324
	Iteration 88Q: 3 clusters Score -1581843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1581844.875000 Penalty: 4598.632324
	Iteration 89Q: 3 clusters Score -1581845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1581843.250000 Penalty: 4598.632324
	Iteration 90Q: 3 clusters Score -1581843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1581843.250000 Penalty: 4598.632324
	Iteration 91F: 3 clusters Score -1581843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Entering Unmasked Estep 
Score: -3197282.500000 Penalty: 2461.449707
	Iteration 0F: 2 clusters Score -3197282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3182900.250000 Penalty: 4922.899414
	Iteration 0F: 3 clusters Score -3182900 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3187838.750000 Penalty: 4922.899414
	Iteration 1F: 3 clusters Score -3187839 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3188311.000000 Penalty: 4922.899414
	Iteration 2F: 3 clusters Score -3188311 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3188709.250000 Penalty: 4922.899414
	Iteration 3F: 3 clusters Score -3188709 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3189130.750000 Penalty: 4922.899414
	Iteration 4Q: 3 clusters Score -3189131 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3189554.000000 Penalty: 4922.899414
	Iteration 5Q: 3 clusters Score -3189554 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3190028.750000 Penalty: 4922.899414
	Iteration 6Q: 3 clusters Score -3190029 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3190556.250000 Penalty: 4922.899414
	Iteration 7Q: 3 clusters Score -3190556 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3191028.250000 Penalty: 4922.899414
	Iteration 8Q: 3 clusters Score -3191028 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3191465.000000 Penalty: 4922.899414
	Iteration 9Q: 3 clusters Score -3191465 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3191826.500000 Penalty: 4922.899414
	Iteration 10Q: 3 clusters Score -3191826 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3192160.250000 Penalty: 4922.899414
	Iteration 11Q: 3 clusters Score -3192160 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3192461.000000 Penalty: 4922.899414
	Iteration 12Q: 3 clusters Score -3192461 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3192765.750000 Penalty: 4922.899414
	Iteration 13Q: 3 clusters Score -3192766 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3193052.000000 Penalty: 4922.899414
	Iteration 14Q: 3 clusters Score -3193052 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3193287.750000 Penalty: 4922.899414
	Iteration 15Q: 3 clusters Score -3193288 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3193520.250000 Penalty: 4922.899414
	Iteration 16Q: 3 clusters Score -3193520 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3193725.500000 Penalty: 4922.899414
	Iteration 17Q: 3 clusters Score -3193726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3193874.750000 Penalty: 4922.899414
	Iteration 18Q: 3 clusters Score -3193875 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3194007.500000 Penalty: 4922.899414
	Iteration 19Q: 3 clusters Score -3194008 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3194113.000000 Penalty: 4922.899414
	Iteration 20F: 3 clusters Score -3194113 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3194229.000000 Penalty: 4922.899414
	Iteration 21Q: 3 clusters Score -3194229 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3194325.500000 Penalty: 4922.899414
	Iteration 22Q: 3 clusters Score -3194326 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3194430.000000 Penalty: 4922.899414
	Iteration 23Q: 3 clusters Score -3194430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3194513.750000 Penalty: 4922.899414
	Iteration 24Q: 3 clusters Score -3194514 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3194612.250000 Penalty: 4922.899414
	Iteration 25Q: 3 clusters Score -3194612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3194706.750000 Penalty: 4922.899414
	Iteration 26Q: 3 clusters Score -3194707 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3194797.500000 Penalty: 4922.899414
	Iteration 27Q: 3 clusters Score -3194798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3194878.750000 Penalty: 4922.899414
	Iteration 28Q: 3 clusters Score -3194879 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3194934.000000 Penalty: 4922.899414
	Iteration 29Q: 3 clusters Score -3194934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3194994.000000 Penalty: 4922.899414
	Iteration 30Q: 3 clusters Score -3194994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3195036.000000 Penalty: 4922.899414
	Iteration 31Q: 3 clusters Score -3195036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3195073.750000 Penalty: 4922.899414
	Iteration 32Q: 3 clusters Score -3195074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3195109.500000 Penalty: 4922.899414
	Iteration 33Q: 3 clusters Score -3195110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3195118.250000 Penalty: 4922.899414
	Iteration 34Q: 3 clusters Score -3195118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3195123.500000 Penalty: 4922.899414
	Iteration 35Q: 3 clusters Score -3195124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3195137.500000 Penalty: 4922.899414
	Iteration 36Q: 3 clusters Score -3195138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3195142.250000 Penalty: 4922.899414
	Iteration 37Q: 3 clusters Score -3195142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3195152.500000 Penalty: 4922.899414
	Iteration 38Q: 3 clusters Score -3195152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3195149.500000 Penalty: 4922.899414
	Iteration 39Q: 3 clusters Score -3195150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3195148.750000 Penalty: 4922.899414
	Iteration 40F: 3 clusters Score -3195149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3195151.250000 Penalty: 4922.899414
	Iteration 41Q: 3 clusters Score -3195151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3195153.000000 Penalty: 4922.899414
	Iteration 42Q: 3 clusters Score -3195153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3195156.750000 Penalty: 4922.899414
	Iteration 43Q: 3 clusters Score -3195157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3195161.500000 Penalty: 4922.899414
	Iteration 44Q: 3 clusters Score -3195162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3195171.500000 Penalty: 4922.899414
	Iteration 45Q: 3 clusters Score -3195172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3195179.250000 Penalty: 4922.899414
	Iteration 46Q: 3 clusters Score -3195179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3195187.500000 Penalty: 4922.899414
	Iteration 47Q: 3 clusters Score -3195188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3195192.500000 Penalty: 4922.899414
	Iteration 48Q: 3 clusters Score -3195192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3195202.250000 Penalty: 4922.899414
	Iteration 49Q: 3 clusters Score -3195202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3195195.500000 Penalty: 4922.899414
	Iteration 50Q: 3 clusters Score -3195196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3195204.250000 Penalty: 4922.899414
	Iteration 51Q: 3 clusters Score -3195204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3195209.250000 Penalty: 4922.899414
	Iteration 52Q: 3 clusters Score -3195209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3195211.750000 Penalty: 4922.899414
	Iteration 53Q: 3 clusters Score -3195212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3195210.500000 Penalty: 4922.899414
	Iteration 54Q: 3 clusters Score -3195210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3195211.500000 Penalty: 4922.899414
	Iteration 55Q: 3 clusters Score -3195212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3195209.250000 Penalty: 4922.899414
	Iteration 56Q: 3 clusters Score -3195209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3195213.250000 Penalty: 4922.899414
	Iteration 57Q: 3 clusters Score -3195213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3195216.250000 Penalty: 4922.899414
	Iteration 58Q: 3 clusters Score -3195216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3195216.750000 Penalty: 4922.899414
	Iteration 59Q: 3 clusters Score -3195217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3195215.000000 Penalty: 4922.899414
	Iteration 60F: 3 clusters Score -3195215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3195222.250000 Penalty: 4922.899414
	Iteration 61Q: 3 clusters Score -3195222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3195216.750000 Penalty: 4922.899414
	Iteration 62Q: 3 clusters Score -3195217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3195220.500000 Penalty: 4922.899414
	Iteration 63Q: 3 clusters Score -3195220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3195222.750000 Penalty: 4922.899414
	Iteration 64Q: 3 clusters Score -3195223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3195222.000000 Penalty: 4922.899414
	Iteration 65Q: 3 clusters Score -3195222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3195220.750000 Penalty: 4922.899414
	Iteration 66Q: 3 clusters Score -3195221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3195224.000000 Penalty: 4922.899414
	Iteration 67Q: 3 clusters Score -3195224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3195227.000000 Penalty: 4922.899414
	Iteration 68Q: 3 clusters Score -3195227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3195231.750000 Penalty: 4922.899414
	Iteration 69Q: 3 clusters Score -3195232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3195235.750000 Penalty: 4922.899414
	Iteration 70Q: 3 clusters Score -3195236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3195232.000000 Penalty: 4922.899414
	Iteration 71Q: 3 clusters Score -3195232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3195235.000000 Penalty: 4922.899414
	Iteration 72Q: 3 clusters Score -3195235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3195240.500000 Penalty: 4922.899414
	Iteration 73Q: 3 clusters Score -3195240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3195241.250000 Penalty: 4922.899414
	Iteration 74Q: 3 clusters Score -3195241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3195241.000000 Penalty: 4922.899414
	Iteration 75Q: 3 clusters Score -3195241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3195248.750000 Penalty: 4922.899414
	Iteration 76Q: 3 clusters Score -3195249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3195246.750000 Penalty: 4922.899414
	Iteration 77Q: 3 clusters Score -3195247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3195253.250000 Penalty: 4922.899414
	Iteration 78Q: 3 clusters Score -3195253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3195255.250000 Penalty: 4922.899414
	Iteration 79Q: 3 clusters Score -3195255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3195259.250000 Penalty: 4922.899414
	Iteration 80F: 3 clusters Score -3195259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3195265.750000 Penalty: 4922.899414
	Iteration 81Q: 3 clusters Score -3195266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3195263.000000 Penalty: 4922.899414
	Iteration 82Q: 3 clusters Score -3195263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3195261.500000 Penalty: 4922.899414
	Iteration 83Q: 3 clusters Score -3195262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3195258.500000 Penalty: 4922.899414
	Iteration 84Q: 3 clusters Score -3195258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3195258.500000 Penalty: 4922.899414
	Iteration 85F: 3 clusters Score -3195258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1373455.500000 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1373456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1366227.000000 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1366227 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1368403.500000 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1368404 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1368717.875000 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1368718 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1368981.375000 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1368981 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1369229.750000 Penalty: 4530.891602
	Iteration 4Q: 3 clusters Score -1369230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1369506.000000 Penalty: 4530.891602
	Iteration 5Q: 3 clusters Score -1369506 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1369809.625000 Penalty: 4530.891602
	Iteration 6Q: 3 clusters Score -1369810 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1370160.000000 Penalty: 4530.891602
	Iteration 7Q: 3 clusters Score -1370160 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1370526.125000 Penalty: 4530.891602
	Iteration 8Q: 3 clusters Score -1370526 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1370821.125000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1370821 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1371102.500000 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1371102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1371380.375000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1371380 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1371628.375000 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1371628 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1371847.500000 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1371848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1372027.125000 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1372027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1372151.875000 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1372152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1372250.125000 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1372250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1372319.625000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1372320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1372371.125000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1372371 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1372409.875000 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1372410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1372439.625000 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1372440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1372449.500000 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1372450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1372468.750000 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1372469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1372472.875000 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1372473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1372479.250000 Penalty: 4530.891602
	Iteration 24Q: 3 clusters Score -1372479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1372487.750000 Penalty: 4530.891602
	Iteration 25Q: 3 clusters Score -1372488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1372484.000000 Penalty: 4530.891602
	Iteration 26Q: 3 clusters Score -1372484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1372488.125000 Penalty: 4530.891602
	Iteration 27Q: 3 clusters Score -1372488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1372488.875000 Penalty: 4530.891602
	Iteration 28Q: 3 clusters Score -1372489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1372488.875000 Penalty: 4530.891602
	Iteration 29F: 3 clusters Score -1372489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Entering Unmasked Estep 
Score: -907563.375000 Penalty: 2163.603271
	Iteration 0F: 2 clusters Score -907563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -902287.687500 Penalty: 4327.206543
	Iteration 0F: 3 clusters Score -902287.7 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -903575.750000 Penalty: 4327.206543
	Iteration 1F: 3 clusters Score -903575.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -903845.312500 Penalty: 4327.206543
	Iteration 2F: 3 clusters Score -903845.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -904043.687500 Penalty: 4327.206543
	Iteration 3F: 3 clusters Score -904043.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -904187.562500 Penalty: 4327.206543
	Iteration 4Q: 3 clusters Score -904187.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -904307.875000 Penalty: 4327.206543
	Iteration 5Q: 3 clusters Score -904307.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -904416.562500 Penalty: 4327.206543
	Iteration 6Q: 3 clusters Score -904416.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -904489.500000 Penalty: 4327.206543
	Iteration 7Q: 3 clusters Score -904489.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -904541.000000 Penalty: 4327.206543
	Iteration 8Q: 3 clusters Score -904541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -904585.812500 Penalty: 4327.206543
	Iteration 9Q: 3 clusters Score -904585.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -904629.750000 Penalty: 4327.206543
	Iteration 10Q: 3 clusters Score -904629.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -904672.812500 Penalty: 4327.206543
	Iteration 11Q: 3 clusters Score -904672.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -904723.875000 Penalty: 4327.206543
	Iteration 12Q: 3 clusters Score -904723.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -904783.250000 Penalty: 4327.206543
	Iteration 13Q: 3 clusters Score -904783.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -904837.750000 Penalty: 4327.206543
	Iteration 14Q: 3 clusters Score -904837.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -904889.687500 Penalty: 4327.206543
	Iteration 15Q: 3 clusters Score -904889.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -904935.937500 Penalty: 4327.206543
	Iteration 16Q: 3 clusters Score -904935.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -904969.812500 Penalty: 4327.206543
	Iteration 17Q: 3 clusters Score -904969.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -905001.875000 Penalty: 4327.206543
	Iteration 18Q: 3 clusters Score -905001.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -905031.375000 Penalty: 4327.206543
	Iteration 19Q: 3 clusters Score -905031.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -905051.875000 Penalty: 4327.206543
	Iteration 20F: 3 clusters Score -905051.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -905076.687500 Penalty: 4327.206543
	Iteration 21Q: 3 clusters Score -905076.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -905099.125000 Penalty: 4327.206543
	Iteration 22Q: 3 clusters Score -905099.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -905120.562500 Penalty: 4327.206543
	Iteration 23Q: 3 clusters Score -905120.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -905144.000000 Penalty: 4327.206543
	Iteration 24Q: 3 clusters Score -905144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -905163.125000 Penalty: 4327.206543
	Iteration 25Q: 3 clusters Score -905163.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -905182.812500 Penalty: 4327.206543
	Iteration 26Q: 3 clusters Score -905182.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -905203.500000 Penalty: 4327.206543
	Iteration 27Q: 3 clusters Score -905203.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -905226.437500 Penalty: 4327.206543
	Iteration 28Q: 3 clusters Score -905226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -905245.250000 Penalty: 4327.206543
	Iteration 29Q: 3 clusters Score -905245.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -905263.562500 Penalty: 4327.206543
	Iteration 30Q: 3 clusters Score -905263.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -905283.875000 Penalty: 4327.206543
	Iteration 31Q: 3 clusters Score -905283.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -905294.125000 Penalty: 4327.206543
	Iteration 32Q: 3 clusters Score -905294.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -905305.312500 Penalty: 4327.206543
	Iteration 33Q: 3 clusters Score -905305.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -905319.937500 Penalty: 4327.206543
	Iteration 34Q: 3 clusters Score -905319.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -905330.562500 Penalty: 4327.206543
	Iteration 35Q: 3 clusters Score -905330.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -905338.812500 Penalty: 4327.206543
	Iteration 36Q: 3 clusters Score -905338.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -905346.250000 Penalty: 4327.206543
	Iteration 37Q: 3 clusters Score -905346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -905353.062500 Penalty: 4327.206543
	Iteration 38Q: 3 clusters Score -905353.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -905361.312500 Penalty: 4327.206543
	Iteration 39Q: 3 clusters Score -905361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -905367.750000 Penalty: 4327.206543
	Iteration 40F: 3 clusters Score -905367.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -905373.250000 Penalty: 4327.206543
	Iteration 41Q: 3 clusters Score -905373.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -905381.875000 Penalty: 4327.206543
	Iteration 42Q: 3 clusters Score -905381.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -905390.125000 Penalty: 4327.206543
	Iteration 43Q: 3 clusters Score -905390.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -905402.312500 Penalty: 4327.206543
	Iteration 44Q: 3 clusters Score -905402.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -905414.687500 Penalty: 4327.206543
	Iteration 45Q: 3 clusters Score -905414.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -905439.437500 Penalty: 4327.206543
	Iteration 46Q: 3 clusters Score -905439.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -905467.875000 Penalty: 4327.206543
	Iteration 47Q: 3 clusters Score -905467.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -905504.062500 Penalty: 4327.206543
	Iteration 48Q: 3 clusters Score -905504.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -905546.500000 Penalty: 4327.206543
	Iteration 49Q: 3 clusters Score -905546.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -905584.750000 Penalty: 4327.206543
	Iteration 50Q: 3 clusters Score -905584.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -905628.875000 Penalty: 4327.206543
	Iteration 51Q: 3 clusters Score -905628.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -905666.875000 Penalty: 4327.206543
	Iteration 52Q: 3 clusters Score -905666.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -905703.312500 Penalty: 4327.206543
	Iteration 53Q: 3 clusters Score -905703.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -905738.500000 Penalty: 4327.206543
	Iteration 54Q: 3 clusters Score -905738.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -905771.812500 Penalty: 4327.206543
	Iteration 55Q: 3 clusters Score -905771.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -905799.812500 Penalty: 4327.206543
	Iteration 56Q: 3 clusters Score -905799.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -905820.312500 Penalty: 4327.206543
	Iteration 57Q: 3 clusters Score -905820.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -905840.750000 Penalty: 4327.206543
	Iteration 58Q: 3 clusters Score -905840.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -905857.437500 Penalty: 4327.206543
	Iteration 59Q: 3 clusters Score -905857.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -905869.875000 Penalty: 4327.206543
	Iteration 60F: 3 clusters Score -905869.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -905881.875000 Penalty: 4327.206543
	Iteration 61Q: 3 clusters Score -905881.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -905892.750000 Penalty: 4327.206543
	Iteration 62Q: 3 clusters Score -905892.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -905904.500000 Penalty: 4327.206543
	Iteration 63Q: 3 clusters Score -905904.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -905921.562500 Penalty: 4327.206543
	Iteration 64Q: 3 clusters Score -905921.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -905939.625000 Penalty: 4327.206543
	Iteration 65Q: 3 clusters Score -905939.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -905954.687500 Penalty: 4327.206543
	Iteration 66Q: 3 clusters Score -905954.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -905969.937500 Penalty: 4327.206543
	Iteration 67Q: 3 clusters Score -905969.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -905978.937500 Penalty: 4327.206543
	Iteration 68Q: 3 clusters Score -905978.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -905990.687500 Penalty: 4327.206543
	Iteration 69Q: 3 clusters Score -905990.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -905995.000000 Penalty: 4327.206543
	Iteration 70Q: 3 clusters Score -905995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -906000.687500 Penalty: 4327.206543
	Iteration 71Q: 3 clusters Score -906000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -906003.062500 Penalty: 4327.206543
	Iteration 72Q: 3 clusters Score -906003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -906004.250000 Penalty: 4327.206543
	Iteration 73Q: 3 clusters Score -906004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -906006.937500 Penalty: 4327.206543
	Iteration 74Q: 3 clusters Score -906006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -906013.000000 Penalty: 4327.206543
	Iteration 75Q: 3 clusters Score -906013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -906017.562500 Penalty: 4327.206543
	Iteration 76Q: 3 clusters Score -906017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -906020.250000 Penalty: 4327.206543
	Iteration 77Q: 3 clusters Score -906020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -906024.312500 Penalty: 4327.206543
	Iteration 78Q: 3 clusters Score -906024.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -906027.937500 Penalty: 4327.206543
	Iteration 79Q: 3 clusters Score -906027.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -906036.125000 Penalty: 4327.206543
	Iteration 80F: 3 clusters Score -906036.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -906040.062500 Penalty: 4327.206543
	Iteration 81Q: 3 clusters Score -906040.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -906044.875000 Penalty: 4327.206543
	Iteration 82Q: 3 clusters Score -906044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -906052.937500 Penalty: 4327.206543
	Iteration 83Q: 3 clusters Score -906052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -906060.687500 Penalty: 4327.206543
	Iteration 84Q: 3 clusters Score -906060.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -906073.250000 Penalty: 4327.206543
	Iteration 85Q: 3 clusters Score -906073.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -906093.562500 Penalty: 4327.206543
	Iteration 86Q: 3 clusters Score -906093.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -906124.687500 Penalty: 4327.206543
	Iteration 87Q: 3 clusters Score -906124.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -906165.625000 Penalty: 4327.206543
	Iteration 88Q: 3 clusters Score -906165.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -906227.312500 Penalty: 4327.206543
	Iteration 89Q: 3 clusters Score -906227.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -906300.687500 Penalty: 4327.206543
	Iteration 90Q: 3 clusters Score -906300.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -906398.187500 Penalty: 4327.206543
	Iteration 91Q: 3 clusters Score -906398.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -906455.187500 Penalty: 4327.206543
	Iteration 92Q: 3 clusters Score -906455.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -906482.937500 Penalty: 4327.206543
	Iteration 93Q: 3 clusters Score -906482.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -906501.250000 Penalty: 4327.206543
	Iteration 94Q: 3 clusters Score -906501.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -906510.500000 Penalty: 4327.206543
	Iteration 95Q: 3 clusters Score -906510.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -906519.750000 Penalty: 4327.206543
	Iteration 96Q: 3 clusters Score -906519.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -906524.625000 Penalty: 4327.206543
	Iteration 97Q: 3 clusters Score -906524.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -906531.312500 Penalty: 4327.206543
	Iteration 98Q: 3 clusters Score -906531.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -906535.500000 Penalty: 4327.206543
	Iteration 99Q: 3 clusters Score -906535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -906535.937500 Penalty: 4327.206543
	Iteration 100F: 3 clusters Score -906535.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -906536.750000 Penalty: 4327.206543
	Iteration 101Q: 3 clusters Score -906536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -906542.250000 Penalty: 4327.206543
	Iteration 102Q: 3 clusters Score -906542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -906543.875000 Penalty: 4327.206543
	Iteration 103Q: 3 clusters Score -906543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -906546.562500 Penalty: 4327.206543
	Iteration 104Q: 3 clusters Score -906546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -906546.875000 Penalty: 4327.206543
	Iteration 105Q: 3 clusters Score -906546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -906547.375000 Penalty: 4327.206543
	Iteration 106Q: 3 clusters Score -906547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -906547.562500 Penalty: 4327.206543
	Iteration 107Q: 3 clusters Score -906547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -906547.562500 Penalty: 4327.206543
	Iteration 108F: 3 clusters Score -906547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -963938.125000 Penalty: 2174.529297
	Iteration 0F: 2 clusters Score -963938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -958546.500000 Penalty: 4349.058594
	Iteration 0F: 3 clusters Score -958546.5 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -959991.437500 Penalty: 4349.058594
	Iteration 1F: 3 clusters Score -959991.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -960352.062500 Penalty: 4349.058594
	Iteration 2F: 3 clusters Score -960352.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -960668.812500 Penalty: 4349.058594
	Iteration 3F: 3 clusters Score -960668.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -960951.875000 Penalty: 4349.058594
	Iteration 4F: 3 clusters Score -960951.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -961234.562500 Penalty: 4349.058594
	Iteration 5F: 3 clusters Score -961234.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -961464.750000 Penalty: 4349.058594
	Iteration 6Q: 3 clusters Score -961464.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -961651.375000 Penalty: 4349.058594
	Iteration 7Q: 3 clusters Score -961651.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -961788.687500 Penalty: 4349.058594
	Iteration 8Q: 3 clusters Score -961788.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -961902.125000 Penalty: 4349.058594
	Iteration 9Q: 3 clusters Score -961902.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -962009.812500 Penalty: 4349.058594
	Iteration 10Q: 3 clusters Score -962009.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -962091.187500 Penalty: 4349.058594
	Iteration 11Q: 3 clusters Score -962091.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -962148.500000 Penalty: 4349.058594
	Iteration 12Q: 3 clusters Score -962148.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -962201.250000 Penalty: 4349.058594
	Iteration 13Q: 3 clusters Score -962201.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -962249.625000 Penalty: 4349.058594
	Iteration 14Q: 3 clusters Score -962249.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -962290.500000 Penalty: 4349.058594
	Iteration 15Q: 3 clusters Score -962290.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -962331.562500 Penalty: 4349.058594
	Iteration 16Q: 3 clusters Score -962331.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -962363.875000 Penalty: 4349.058594
	Iteration 17Q: 3 clusters Score -962363.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -962389.875000 Penalty: 4349.058594
	Iteration 18Q: 3 clusters Score -962389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -962400.937500 Penalty: 4349.058594
	Iteration 19Q: 3 clusters Score -962400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -962412.375000 Penalty: 4349.058594
	Iteration 20F: 3 clusters Score -962412.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -962426.937500 Penalty: 4349.058594
	Iteration 21Q: 3 clusters Score -962426.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -962434.312500 Penalty: 4349.058594
	Iteration 22Q: 3 clusters Score -962434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -962442.687500 Penalty: 4349.058594
	Iteration 23Q: 3 clusters Score -962442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -962448.187500 Penalty: 4349.058594
	Iteration 24Q: 3 clusters Score -962448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -962452.187500 Penalty: 4349.058594
	Iteration 25Q: 3 clusters Score -962452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -962452.312500 Penalty: 4349.058594
	Iteration 26Q: 3 clusters Score -962452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -962453.875000 Penalty: 4349.058594
	Iteration 27Q: 3 clusters Score -962453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -962455.812500 Penalty: 4349.058594
	Iteration 28Q: 3 clusters Score -962455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -962459.375000 Penalty: 4349.058594
	Iteration 29Q: 3 clusters Score -962459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -962461.687500 Penalty: 4349.058594
	Iteration 30Q: 3 clusters Score -962461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -962463.562500 Penalty: 4349.058594
	Iteration 31Q: 3 clusters Score -962463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -962465.312500 Penalty: 4349.058594
	Iteration 32Q: 3 clusters Score -962465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -962465.937500 Penalty: 4349.058594
	Iteration 33Q: 3 clusters Score -962465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -962465.937500 Penalty: 4349.058594
	Iteration 34F: 3 clusters Score -962465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Entering Unmasked Estep 
Score: -5181153.000000 Penalty: 2595.564453
	Iteration 0F: 2 clusters Score -5181153 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 17626 members 
Entering Unmasked Estep 
Score: -5157357.500000 Penalty: 5191.128906
	Iteration 0F: 3 clusters Score -5157358 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -5166884.500000 Penalty: 5191.128906
	Iteration 1F: 3 clusters Score -5166884 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5168057.500000 Penalty: 5191.128906
	Iteration 2F: 3 clusters Score -5168058 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5169363.500000 Penalty: 5191.128906
	Iteration 3F: 3 clusters Score -5169364 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5170757.500000 Penalty: 5191.128906
	Iteration 4F: 3 clusters Score -5170758 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5171953.500000 Penalty: 5191.128906
	Iteration 5F: 3 clusters Score -5171954 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5172890.000000 Penalty: 5191.128906
	Iteration 6F: 3 clusters Score -5172890 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -5173650.500000 Penalty: 5191.128906
	Iteration 7Q: 3 clusters Score -5173650 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5174254.000000 Penalty: 5191.128906
	Iteration 8Q: 3 clusters Score -5174254 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -5174789.000000 Penalty: 5191.128906
	Iteration 9Q: 3 clusters Score -5174789 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5175291.000000 Penalty: 5191.128906
	Iteration 10Q: 3 clusters Score -5175291 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5175672.000000 Penalty: 5191.128906
	Iteration 11Q: 3 clusters Score -5175672 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5176011.500000 Penalty: 5191.128906
	Iteration 12Q: 3 clusters Score -5176012 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5176269.500000 Penalty: 5191.128906
	Iteration 13Q: 3 clusters Score -5176270 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5176468.000000 Penalty: 5191.128906
	Iteration 14Q: 3 clusters Score -5176468 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -5176657.000000 Penalty: 5191.128906
	Iteration 15Q: 3 clusters Score -5176657 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5176793.000000 Penalty: 5191.128906
	Iteration 16Q: 3 clusters Score -5176793 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5176917.000000 Penalty: 5191.128906
	Iteration 17Q: 3 clusters Score -5176917 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5177020.500000 Penalty: 5191.128906
	Iteration 18Q: 3 clusters Score -5177020 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5177105.000000 Penalty: 5191.128906
	Iteration 19Q: 3 clusters Score -5177105 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5177170.500000 Penalty: 5191.128906
	Iteration 20F: 3 clusters Score -5177170 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5177262.500000 Penalty: 5191.128906
	Iteration 21Q: 3 clusters Score -5177262 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5177352.000000 Penalty: 5191.128906
	Iteration 22Q: 3 clusters Score -5177352 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5177456.000000 Penalty: 5191.128906
	Iteration 23Q: 3 clusters Score -5177456 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -5177535.500000 Penalty: 5191.128906
	Iteration 24Q: 3 clusters Score -5177536 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5177612.500000 Penalty: 5191.128906
	Iteration 25Q: 3 clusters Score -5177612 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -5177714.000000 Penalty: 5191.128906
	Iteration 26Q: 3 clusters Score -5177714 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5177811.000000 Penalty: 5191.128906
	Iteration 27Q: 3 clusters Score -5177811 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5177933.500000 Penalty: 5191.128906
	Iteration 28Q: 3 clusters Score -5177934 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -5178005.000000 Penalty: 5191.128906
	Iteration 29Q: 3 clusters Score -5178005 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5178114.500000 Penalty: 5191.128906
	Iteration 30Q: 3 clusters Score -5178114 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5178179.000000 Penalty: 5191.128906
	Iteration 31Q: 3 clusters Score -5178179 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5178271.500000 Penalty: 5191.128906
	Iteration 32Q: 3 clusters Score -5178272 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5178339.500000 Penalty: 5191.128906
	Iteration 33Q: 3 clusters Score -5178340 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5178392.000000 Penalty: 5191.128906
	Iteration 34Q: 3 clusters Score -5178392 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5178446.000000 Penalty: 5191.128906
	Iteration 35Q: 3 clusters Score -5178446 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5178526.500000 Penalty: 5191.128906
	Iteration 36Q: 3 clusters Score -5178526 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5178573.000000 Penalty: 5191.128906
	Iteration 37Q: 3 clusters Score -5178573 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5178617.500000 Penalty: 5191.128906
	Iteration 38Q: 3 clusters Score -5178618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -5178658.000000 Penalty: 5191.128906
	Iteration 39Q: 3 clusters Score -5178658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5178705.000000 Penalty: 5191.128906
	Iteration 40F: 3 clusters Score -5178705 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5178734.000000 Penalty: 5191.128906
	Iteration 41Q: 3 clusters Score -5178734 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5178778.500000 Penalty: 5191.128906
	Iteration 42Q: 3 clusters Score -5178778 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5178798.000000 Penalty: 5191.128906
	Iteration 43Q: 3 clusters Score -5178798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5178855.500000 Penalty: 5191.128906
	Iteration 44Q: 3 clusters Score -5178856 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5178881.000000 Penalty: 5191.128906
	Iteration 45Q: 3 clusters Score -5178881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -5178895.500000 Penalty: 5191.128906
	Iteration 46Q: 3 clusters Score -5178896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5178912.000000 Penalty: 5191.128906
	Iteration 47Q: 3 clusters Score -5178912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5178944.500000 Penalty: 5191.128906
	Iteration 48Q: 3 clusters Score -5178944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5178967.000000 Penalty: 5191.128906
	Iteration 49Q: 3 clusters Score -5178967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5178965.500000 Penalty: 5191.128906
	Iteration 50Q: 3 clusters Score -5178966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -5179000.000000 Penalty: 5191.128906
	Iteration 51Q: 3 clusters Score -5179000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5179021.500000 Penalty: 5191.128906
	Iteration 52Q: 3 clusters Score -5179022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5179018.000000 Penalty: 5191.128906
	Iteration 53Q: 3 clusters Score -5179018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5179034.500000 Penalty: 5191.128906
	Iteration 54Q: 3 clusters Score -5179034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5179059.000000 Penalty: 5191.128906
	Iteration 55Q: 3 clusters Score -5179059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5179059.000000 Penalty: 5191.128906
	Iteration 56Q: 3 clusters Score -5179059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5179057.000000 Penalty: 5191.128906
	Iteration 57Q: 3 clusters Score -5179057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5179055.500000 Penalty: 5191.128906
	Iteration 58Q: 3 clusters Score -5179056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5179056.500000 Penalty: 5191.128906
	Iteration 59Q: 3 clusters Score -5179056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5179064.000000 Penalty: 5191.128906
	Iteration 60F: 3 clusters Score -5179064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5179056.000000 Penalty: 5191.128906
	Iteration 61Q: 3 clusters Score -5179056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5179071.000000 Penalty: 5191.128906
	Iteration 62Q: 3 clusters Score -5179071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -5179086.000000 Penalty: 5191.128906
	Iteration 63Q: 3 clusters Score -5179086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -5179090.000000 Penalty: 5191.128906
	Iteration 64Q: 3 clusters Score -5179090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5179093.000000 Penalty: 5191.128906
	Iteration 65Q: 3 clusters Score -5179093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -5179096.500000 Penalty: 5191.128906
	Iteration 66Q: 3 clusters Score -5179096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5179111.500000 Penalty: 5191.128906
	Iteration 67Q: 3 clusters Score -5179112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5179112.500000 Penalty: 5191.128906
	Iteration 68Q: 3 clusters Score -5179112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5179107.000000 Penalty: 5191.128906
	Iteration 69Q: 3 clusters Score -5179107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -5179101.500000 Penalty: 5191.128906
	Iteration 70Q: 3 clusters Score -5179102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -5179101.000000 Penalty: 5191.128906
	Iteration 71Q: 3 clusters Score -5179101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5179119.000000 Penalty: 5191.128906
	Iteration 72Q: 3 clusters Score -5179119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5179118.500000 Penalty: 5191.128906
	Iteration 73Q: 3 clusters Score -5179118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -5179124.500000 Penalty: 5191.128906
	Iteration 74Q: 3 clusters Score -5179124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5179119.000000 Penalty: 5191.128906
	Iteration 75Q: 3 clusters Score -5179119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5179121.500000 Penalty: 5191.128906
	Iteration 76Q: 3 clusters Score -5179122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5179120.000000 Penalty: 5191.128906
	Iteration 77Q: 3 clusters Score -5179120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5179116.500000 Penalty: 5191.128906
	Iteration 78Q: 3 clusters Score -5179116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -5179120.500000 Penalty: 5191.128906
	Iteration 79Q: 3 clusters Score -5179120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5179127.500000 Penalty: 5191.128906
	Iteration 80F: 3 clusters Score -5179128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5179127.500000 Penalty: 5191.128906
	Iteration 81Q: 3 clusters Score -5179128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -5179124.000000 Penalty: 5191.128906
	Iteration 82Q: 3 clusters Score -5179124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -5179115.000000 Penalty: 5191.128906
	Iteration 83Q: 3 clusters Score -5179115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5179128.000000 Penalty: 5191.128906
	Iteration 84Q: 3 clusters Score -5179128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5179131.500000 Penalty: 5191.128906
	Iteration 85Q: 3 clusters Score -5179132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5179140.000000 Penalty: 5191.128906
	Iteration 86Q: 3 clusters Score -5179140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5179141.500000 Penalty: 5191.128906
	Iteration 87Q: 3 clusters Score -5179142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5179145.000000 Penalty: 5191.128906
	Iteration 88Q: 3 clusters Score -5179145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5179145.000000 Penalty: 5191.128906
	Iteration 89Q: 3 clusters Score -5179145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -5179142.500000 Penalty: 5191.128906
	Iteration 90Q: 3 clusters Score -5179142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5179145.500000 Penalty: 5191.128906
	Iteration 91Q: 3 clusters Score -5179146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5179150.000000 Penalty: 5191.128906
	Iteration 92Q: 3 clusters Score -5179150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -5179139.000000 Penalty: 5191.128906
	Iteration 93Q: 3 clusters Score -5179139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -5179146.000000 Penalty: 5191.128906
	Iteration 94Q: 3 clusters Score -5179146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5179159.500000 Penalty: 5191.128906
	Iteration 95Q: 3 clusters Score -5179160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5179154.000000 Penalty: 5191.128906
	Iteration 96Q: 3 clusters Score -5179154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5179159.000000 Penalty: 5191.128906
	Iteration 97Q: 3 clusters Score -5179159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -5179162.500000 Penalty: 5191.128906
	Iteration 98Q: 3 clusters Score -5179162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5179159.500000 Penalty: 5191.128906
	Iteration 99Q: 3 clusters Score -5179160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5179153.500000 Penalty: 5191.128906
	Iteration 100F: 3 clusters Score -5179154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5179160.500000 Penalty: 5191.128906
	Iteration 101Q: 3 clusters Score -5179160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5179144.500000 Penalty: 5191.128906
	Iteration 102Q: 3 clusters Score -5179144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5179145.500000 Penalty: 5191.128906
	Iteration 103Q: 3 clusters Score -5179146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5179144.000000 Penalty: 5191.128906
	Iteration 104Q: 3 clusters Score -5179144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5179141.500000 Penalty: 5191.128906
	Iteration 105Q: 3 clusters Score -5179142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5179135.000000 Penalty: 5191.128906
	Iteration 106Q: 3 clusters Score -5179135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5179137.000000 Penalty: 5191.128906
	Iteration 107Q: 3 clusters Score -5179137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5179136.000000 Penalty: 5191.128906
	Iteration 108Q: 3 clusters Score -5179136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5179133.500000 Penalty: 5191.128906
	Iteration 109Q: 3 clusters Score -5179134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -5179138.000000 Penalty: 5191.128906
	Iteration 110Q: 3 clusters Score -5179138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5179136.500000 Penalty: 5191.128906
	Iteration 111Q: 3 clusters Score -5179136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5179139.000000 Penalty: 5191.128906
	Iteration 112Q: 3 clusters Score -5179139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5179134.000000 Penalty: 5191.128906
	Iteration 113Q: 3 clusters Score -5179134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -5179125.000000 Penalty: 5191.128906
	Iteration 114Q: 3 clusters Score -5179125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5179128.500000 Penalty: 5191.128906
	Iteration 115Q: 3 clusters Score -5179128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5179129.000000 Penalty: 5191.128906
	Iteration 116Q: 3 clusters Score -5179129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -5179136.500000 Penalty: 5191.128906
	Iteration 117Q: 3 clusters Score -5179136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5179143.500000 Penalty: 5191.128906
	Iteration 118Q: 3 clusters Score -5179144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5179149.500000 Penalty: 5191.128906
	Iteration 119Q: 3 clusters Score -5179150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -5179158.000000 Penalty: 5191.128906
	Iteration 120F: 3 clusters Score -5179158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5179163.000000 Penalty: 5191.128906
	Iteration 121Q: 3 clusters Score -5179163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5179158.000000 Penalty: 5191.128906
	Iteration 122Q: 3 clusters Score -5179158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5179152.000000 Penalty: 5191.128906
	Iteration 123Q: 3 clusters Score -5179152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5179163.000000 Penalty: 5191.128906
	Iteration 124Q: 3 clusters Score -5179163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -5179176.000000 Penalty: 5191.128906
	Iteration 125Q: 3 clusters Score -5179176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5179167.000000 Penalty: 5191.128906
	Iteration 126Q: 3 clusters Score -5179167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5179166.000000 Penalty: 5191.128906
	Iteration 127Q: 3 clusters Score -5179166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5179165.500000 Penalty: 5191.128906
	Iteration 128Q: 3 clusters Score -5179166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5179172.500000 Penalty: 5191.128906
	Iteration 129Q: 3 clusters Score -5179172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5179161.500000 Penalty: 5191.128906
	Iteration 130Q: 3 clusters Score -5179162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -5179165.000000 Penalty: 5191.128906
	Iteration 131Q: 3 clusters Score -5179165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5179164.500000 Penalty: 5191.128906
	Iteration 132Q: 3 clusters Score -5179164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -5179154.000000 Penalty: 5191.128906
	Iteration 133Q: 3 clusters Score -5179154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5179156.500000 Penalty: 5191.128906
	Iteration 134Q: 3 clusters Score -5179156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -5179156.500000 Penalty: 5191.128906
	Iteration 135F: 3 clusters Score -5179156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34522.851562 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34522.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33354.687500 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33354.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33437.863281 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33437.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33446.867188 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33446.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33457.167969 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33457.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33459.187500 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33459.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33459.187500 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -33459.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Entering Unmasked Estep 
Score: -7842131.500000 Penalty: 2684.517090
	Iteration 0F: 2 clusters Score -7842132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -7808342.500000 Penalty: 5369.034180
	Iteration 0F: 3 clusters Score -7808342 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -7821132.500000 Penalty: 5369.034180
	Iteration 1F: 3 clusters Score -7821132 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -7821683.500000 Penalty: 5369.034180
	Iteration 2Q: 3 clusters Score -7821684 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -7822114.000000 Penalty: 5369.034180
	Iteration 3Q: 3 clusters Score -7822114 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -7822620.500000 Penalty: 5369.034180
	Iteration 4Q: 3 clusters Score -7822620 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7823028.500000 Penalty: 5369.034180
	Iteration 5Q: 3 clusters Score -7823028 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -7823423.500000 Penalty: 5369.034180
	Iteration 6Q: 3 clusters Score -7823424 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -7823835.000000 Penalty: 5369.034180
	Iteration 7Q: 3 clusters Score -7823835 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -7824347.500000 Penalty: 5369.034180
	Iteration 8Q: 3 clusters Score -7824348 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -7824986.000000 Penalty: 5369.034180
	Iteration 9Q: 3 clusters Score -7824986 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -7825705.000000 Penalty: 5369.034180
	Iteration 10Q: 3 clusters Score -7825705 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -7826661.000000 Penalty: 5369.034180
	Iteration 11Q: 3 clusters Score -7826661 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -7827907.500000 Penalty: 5369.034180
	Iteration 12Q: 3 clusters Score -7827908 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7829489.000000 Penalty: 5369.034180
	Iteration 13Q: 3 clusters Score -7829489 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -7830904.000000 Penalty: 5369.034180
	Iteration 14Q: 3 clusters Score -7830904 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -7831828.000000 Penalty: 5369.034180
	Iteration 15Q: 3 clusters Score -7831828 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7832438.500000 Penalty: 5369.034180
	Iteration 16Q: 3 clusters Score -7832438 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -7832883.500000 Penalty: 5369.034180
	Iteration 17Q: 3 clusters Score -7832884 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7833160.000000 Penalty: 5369.034180
	Iteration 18Q: 3 clusters Score -7833160 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -7833458.000000 Penalty: 5369.034180
	Iteration 19Q: 3 clusters Score -7833458 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7833806.000000 Penalty: 5369.034180
	Iteration 20F: 3 clusters Score -7833806 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7834128.000000 Penalty: 5369.034180
	Iteration 21Q: 3 clusters Score -7834128 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7834531.000000 Penalty: 5369.034180
	Iteration 22Q: 3 clusters Score -7834531 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7834945.500000 Penalty: 5369.034180
	Iteration 23Q: 3 clusters Score -7834946 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -7835406.000000 Penalty: 5369.034180
	Iteration 24Q: 3 clusters Score -7835406 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7835871.000000 Penalty: 5369.034180
	Iteration 25Q: 3 clusters Score -7835871 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -7836346.500000 Penalty: 5369.034180
	Iteration 26Q: 3 clusters Score -7836346 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -7836783.000000 Penalty: 5369.034180
	Iteration 27Q: 3 clusters Score -7836783 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -7837293.000000 Penalty: 5369.034180
	Iteration 28Q: 3 clusters Score -7837293 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -7837812.000000 Penalty: 5369.034180
	Iteration 29Q: 3 clusters Score -7837812 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -7838321.500000 Penalty: 5369.034180
	Iteration 30Q: 3 clusters Score -7838322 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -7838748.500000 Penalty: 5369.034180
	Iteration 31Q: 3 clusters Score -7838748 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -7839104.000000 Penalty: 5369.034180
	Iteration 32Q: 3 clusters Score -7839104 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -7839340.500000 Penalty: 5369.034180
	Iteration 33Q: 3 clusters Score -7839340 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7839497.000000 Penalty: 5369.034180
	Iteration 34Q: 3 clusters Score -7839497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -7839589.500000 Penalty: 5369.034180
	Iteration 35Q: 3 clusters Score -7839590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -7839682.500000 Penalty: 5369.034180
	Iteration 36Q: 3 clusters Score -7839682 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -7839753.000000 Penalty: 5369.034180
	Iteration 37Q: 3 clusters Score -7839753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -7839810.000000 Penalty: 5369.034180
	Iteration 38Q: 3 clusters Score -7839810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -7839838.000000 Penalty: 5369.034180
	Iteration 39Q: 3 clusters Score -7839838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -7839861.500000 Penalty: 5369.034180
	Iteration 40F: 3 clusters Score -7839862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -7839874.500000 Penalty: 5369.034180
	Iteration 41Q: 3 clusters Score -7839874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -7839887.500000 Penalty: 5369.034180
	Iteration 42Q: 3 clusters Score -7839888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -7839896.500000 Penalty: 5369.034180
	Iteration 43Q: 3 clusters Score -7839896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -7839910.000000 Penalty: 5369.034180
	Iteration 44Q: 3 clusters Score -7839910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7839921.000000 Penalty: 5369.034180
	Iteration 45Q: 3 clusters Score -7839921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -7839920.000000 Penalty: 5369.034180
	Iteration 46Q: 3 clusters Score -7839920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -7839929.500000 Penalty: 5369.034180
	Iteration 47Q: 3 clusters Score -7839930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -7839935.000000 Penalty: 5369.034180
	Iteration 48Q: 3 clusters Score -7839935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -7839939.000000 Penalty: 5369.034180
	Iteration 49Q: 3 clusters Score -7839939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -7839938.000000 Penalty: 5369.034180
	Iteration 50Q: 3 clusters Score -7839938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -7839938.500000 Penalty: 5369.034180
	Iteration 51Q: 3 clusters Score -7839938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -7839942.500000 Penalty: 5369.034180
	Iteration 52Q: 3 clusters Score -7839942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -7839943.000000 Penalty: 5369.034180
	Iteration 53Q: 3 clusters Score -7839943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -7839949.000000 Penalty: 5369.034180
	Iteration 54Q: 3 clusters Score -7839949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -7839949.500000 Penalty: 5369.034180
	Iteration 55Q: 3 clusters Score -7839950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -7839949.500000 Penalty: 5369.034180
	Iteration 56F: 3 clusters Score -7839950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -987446.812500 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -987446.8 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 3329 members 
Entering Unmasked Estep 
Score: -981994.625000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -981994.6 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -983500.937500 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -983500.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -983932.562500 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -983932.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -984404.437500 Penalty: 4359.520020
	Iteration 3F: 3 clusters Score -984404.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -984966.125000 Penalty: 4359.520020
	Iteration 4F: 3 clusters Score -984966.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -985672.312500 Penalty: 4359.520020
	Iteration 5F: 3 clusters Score -985672.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -986290.187500 Penalty: 4359.520020
	Iteration 6F: 3 clusters Score -986290.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -986662.937500 Penalty: 4359.520020
	Iteration 7F: 3 clusters Score -986662.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -986844.375000 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -986844.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -986947.375000 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -986947.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -987009.500000 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -987009.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -987041.687500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -987041.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -987064.375000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -987064.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -987077.250000 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -987077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -987085.750000 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -987085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -987091.062500 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -987091.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -987095.062500 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -987095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -987097.562500 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -987097.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -987098.437500 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -987098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -987100.812500 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -987100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -987102.687500 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -987102.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -987105.250000 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -987105.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -987107.125000 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -987107.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -987110.125000 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -987110.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -987115.625000 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -987115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -987120.187500 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -987120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -987120.812500 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -987120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -987122.562500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -987122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -987123.937500 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -987123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -987125.312500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -987125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -987124.875000 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -987124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -987125.687500 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -987125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -987127.625000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -987127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -987126.062500 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -987126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -987126.937500 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -987126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -987128.250000 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -987128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -987128.250000 Penalty: 4359.520020
	Iteration 36F: 3 clusters Score -987128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -31254.640625 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -31254.64 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 120 members 
Entering Unmasked Estep 
Score: -30129.714844 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -30129.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30218.689453 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -30218.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30235.839844 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -30235.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30240.197266 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -30240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30240.197266 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -30240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -190895.531250 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -190895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -188781.109375 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -188781.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189142.906250 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -189142.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189255.781250 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -189255.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189328.453125 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -189328.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189378.640625 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -189378.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -189420.890625 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -189420.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189448.218750 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -189448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189461.375000 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -189461.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -189472.234375 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -189472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -189480.703125 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -189480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -189486.031250 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -189486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189490.343750 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -189490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189491.375000 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -189491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -189493.093750 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -189493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189494.625000 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -189494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189496.859375 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -189496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -189499.796875 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -189499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -189503.484375 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -189503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189508.140625 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -189508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189514.218750 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -189514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189515.515625 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -189515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189517.953125 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -189518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -189518.656250 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -189518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189520.187500 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -189520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -189520.703125 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -189520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189524.093750 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -189524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189524.093750 Penalty: 3544.799072
	Iteration 26F: 3 clusters Score -189524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1474781.625000 Penalty: 2278.647461
	Iteration 0F: 2 clusters Score -1474782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1467272.250000 Penalty: 4557.294922
	Iteration 0F: 3 clusters Score -1467272 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1469552.750000 Penalty: 4557.294922
	Iteration 1F: 3 clusters Score -1469553 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1469910.750000 Penalty: 4557.294922
	Iteration 2F: 3 clusters Score -1469911 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1470233.750000 Penalty: 4557.294922
	Iteration 3F: 3 clusters Score -1470234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1470520.375000 Penalty: 4557.294922
	Iteration 4F: 3 clusters Score -1470520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1470778.250000 Penalty: 4557.294922
	Iteration 5Q: 3 clusters Score -1470778 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1470987.625000 Penalty: 4557.294922
	Iteration 6Q: 3 clusters Score -1470988 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1471196.125000 Penalty: 4557.294922
	Iteration 7Q: 3 clusters Score -1471196 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1471410.625000 Penalty: 4557.294922
	Iteration 8Q: 3 clusters Score -1471411 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1471635.000000 Penalty: 4557.294922
	Iteration 9Q: 3 clusters Score -1471635 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1471872.375000 Penalty: 4557.294922
	Iteration 10Q: 3 clusters Score -1471872 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1472113.750000 Penalty: 4557.294922
	Iteration 11Q: 3 clusters Score -1472114 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1472383.125000 Penalty: 4557.294922
	Iteration 12Q: 3 clusters Score -1472383 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1472630.875000 Penalty: 4557.294922
	Iteration 13Q: 3 clusters Score -1472631 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1472823.375000 Penalty: 4557.294922
	Iteration 14Q: 3 clusters Score -1472823 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1472989.750000 Penalty: 4557.294922
	Iteration 15Q: 3 clusters Score -1472990 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1473131.000000 Penalty: 4557.294922
	Iteration 16Q: 3 clusters Score -1473131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1473285.375000 Penalty: 4557.294922
	Iteration 17Q: 3 clusters Score -1473285 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1473462.000000 Penalty: 4557.294922
	Iteration 18Q: 3 clusters Score -1473462 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1473643.875000 Penalty: 4557.294922
	Iteration 19Q: 3 clusters Score -1473644 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1473808.500000 Penalty: 4557.294922
	Iteration 20F: 3 clusters Score -1473808 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1473910.500000 Penalty: 4557.294922
	Iteration 21Q: 3 clusters Score -1473910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1473963.125000 Penalty: 4557.294922
	Iteration 22Q: 3 clusters Score -1473963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1473995.875000 Penalty: 4557.294922
	Iteration 23Q: 3 clusters Score -1473996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1474005.875000 Penalty: 4557.294922
	Iteration 24Q: 3 clusters Score -1474006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1474012.750000 Penalty: 4557.294922
	Iteration 25Q: 3 clusters Score -1474013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1474020.250000 Penalty: 4557.294922
	Iteration 26Q: 3 clusters Score -1474020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1474018.625000 Penalty: 4557.294922
	Iteration 27Q: 3 clusters Score -1474019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1474022.500000 Penalty: 4557.294922
	Iteration 28Q: 3 clusters Score -1474022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1474022.125000 Penalty: 4557.294922
	Iteration 29Q: 3 clusters Score -1474022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1474022.625000 Penalty: 4557.294922
	Iteration 30Q: 3 clusters Score -1474023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1474023.750000 Penalty: 4557.294922
	Iteration 31Q: 3 clusters Score -1474024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1474026.250000 Penalty: 4557.294922
	Iteration 32Q: 3 clusters Score -1474026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1474026.250000 Penalty: 4557.294922
	Iteration 33F: 3 clusters Score -1474026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -104043.281250 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -104043.3 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 383 members 
Entering Unmasked Estep 
Score: -102365.609375 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -102365.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102659.375000 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -102659.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102797.312500 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -102797.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -102906.703125 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -102906.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103027.343750 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -103027.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103164.085938 Penalty: 3293.378418
	Iteration 5F: 3 clusters Score -103164.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103376.250000 Penalty: 3293.378418
	Iteration 6F: 3 clusters Score -103376.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103570.726562 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -103570.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103666.351562 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -103666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103705.640625 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -103705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103765.007812 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -103765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103789.500000 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -103789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103801.835938 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -103801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103810.453125 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -103810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103810.453125 Penalty: 3293.378418
	Iteration 14F: 3 clusters Score -103810.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Entering Unmasked Estep 
Score: -4632797.000000 Penalty: 2554.644775
	Iteration 0F: 2 clusters Score -4632797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4612304.000000 Penalty: 5109.289551
	Iteration 0F: 3 clusters Score -4612304 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4619641.500000 Penalty: 5109.289551
	Iteration 1F: 3 clusters Score -4619642 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4620150.500000 Penalty: 5109.289551
	Iteration 2F: 3 clusters Score -4620150 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4620625.000000 Penalty: 5109.289551
	Iteration 3Q: 3 clusters Score -4620625 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4621123.000000 Penalty: 5109.289551
	Iteration 4Q: 3 clusters Score -4621123 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4621661.000000 Penalty: 5109.289551
	Iteration 5Q: 3 clusters Score -4621661 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4622275.500000 Penalty: 5109.289551
	Iteration 6Q: 3 clusters Score -4622276 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4623046.000000 Penalty: 5109.289551
	Iteration 7Q: 3 clusters Score -4623046 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4623926.000000 Penalty: 5109.289551
	Iteration 8F: 3 clusters Score -4623926 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4624808.500000 Penalty: 5109.289551
	Iteration 9F: 3 clusters Score -4624808 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4625535.000000 Penalty: 5109.289551
	Iteration 10Q: 3 clusters Score -4625535 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4626181.500000 Penalty: 5109.289551
	Iteration 11Q: 3 clusters Score -4626182 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4626716.500000 Penalty: 5109.289551
	Iteration 12Q: 3 clusters Score -4626716 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4627223.500000 Penalty: 5109.289551
	Iteration 13Q: 3 clusters Score -4627224 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4627712.500000 Penalty: 5109.289551
	Iteration 14Q: 3 clusters Score -4627712 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4628134.500000 Penalty: 5109.289551
	Iteration 15Q: 3 clusters Score -4628134 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4628563.000000 Penalty: 5109.289551
	Iteration 16Q: 3 clusters Score -4628563 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4628987.000000 Penalty: 5109.289551
	Iteration 17Q: 3 clusters Score -4628987 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4629419.500000 Penalty: 5109.289551
	Iteration 18Q: 3 clusters Score -4629420 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4629822.000000 Penalty: 5109.289551
	Iteration 19Q: 3 clusters Score -4629822 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4630191.000000 Penalty: 5109.289551
	Iteration 20F: 3 clusters Score -4630191 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4630582.500000 Penalty: 5109.289551
	Iteration 21Q: 3 clusters Score -4630582 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -4630912.000000 Penalty: 5109.289551
	Iteration 22Q: 3 clusters Score -4630912 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4631225.000000 Penalty: 5109.289551
	Iteration 23Q: 3 clusters Score -4631225 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4631514.500000 Penalty: 5109.289551
	Iteration 24Q: 3 clusters Score -4631514 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4631671.000000 Penalty: 5109.289551
	Iteration 25Q: 3 clusters Score -4631671 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4631748.500000 Penalty: 5109.289551
	Iteration 26Q: 3 clusters Score -4631748 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4631808.500000 Penalty: 5109.289551
	Iteration 27Q: 3 clusters Score -4631808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -4631844.000000 Penalty: 5109.289551
	Iteration 28Q: 3 clusters Score -4631844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4631865.000000 Penalty: 5109.289551
	Iteration 29Q: 3 clusters Score -4631865 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4631879.000000 Penalty: 5109.289551
	Iteration 30Q: 3 clusters Score -4631879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4631895.000000 Penalty: 5109.289551
	Iteration 31Q: 3 clusters Score -4631895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4631917.000000 Penalty: 5109.289551
	Iteration 32Q: 3 clusters Score -4631917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4631929.000000 Penalty: 5109.289551
	Iteration 33Q: 3 clusters Score -4631929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4631936.500000 Penalty: 5109.289551
	Iteration 34Q: 3 clusters Score -4631936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4631936.500000 Penalty: 5109.289551
	Iteration 35Q: 3 clusters Score -4631936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -4631947.500000 Penalty: 5109.289551
	Iteration 36Q: 3 clusters Score -4631948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4631939.000000 Penalty: 5109.289551
	Iteration 37Q: 3 clusters Score -4631939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4631950.000000 Penalty: 5109.289551
	Iteration 38Q: 3 clusters Score -4631950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4631949.000000 Penalty: 5109.289551
	Iteration 39Q: 3 clusters Score -4631949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4631952.500000 Penalty: 5109.289551
	Iteration 40F: 3 clusters Score -4631952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4631961.500000 Penalty: 5109.289551
	Iteration 41Q: 3 clusters Score -4631962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4631960.500000 Penalty: 5109.289551
	Iteration 42Q: 3 clusters Score -4631960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4631964.000000 Penalty: 5109.289551
	Iteration 43Q: 3 clusters Score -4631964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4631966.000000 Penalty: 5109.289551
	Iteration 44Q: 3 clusters Score -4631966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4631972.000000 Penalty: 5109.289551
	Iteration 45Q: 3 clusters Score -4631972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -4631974.000000 Penalty: 5109.289551
	Iteration 46Q: 3 clusters Score -4631974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4631974.500000 Penalty: 5109.289551
	Iteration 47Q: 3 clusters Score -4631974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4631971.500000 Penalty: 5109.289551
	Iteration 48Q: 3 clusters Score -4631972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4631981.500000 Penalty: 5109.289551
	Iteration 49Q: 3 clusters Score -4631982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4631983.000000 Penalty: 5109.289551
	Iteration 50Q: 3 clusters Score -4631983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -4631981.000000 Penalty: 5109.289551
	Iteration 51Q: 3 clusters Score -4631981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4631978.000000 Penalty: 5109.289551
	Iteration 52Q: 3 clusters Score -4631978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4631978.500000 Penalty: 5109.289551
	Iteration 53Q: 3 clusters Score -4631978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4631981.000000 Penalty: 5109.289551
	Iteration 54Q: 3 clusters Score -4631981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -4631984.500000 Penalty: 5109.289551
	Iteration 55Q: 3 clusters Score -4631984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4631982.500000 Penalty: 5109.289551
	Iteration 56Q: 3 clusters Score -4631982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4631979.000000 Penalty: 5109.289551
	Iteration 57Q: 3 clusters Score -4631979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4631984.500000 Penalty: 5109.289551
	Iteration 58Q: 3 clusters Score -4631984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4631982.000000 Penalty: 5109.289551
	Iteration 59Q: 3 clusters Score -4631982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4631989.000000 Penalty: 5109.289551
	Iteration 60F: 3 clusters Score -4631989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4631989.000000 Penalty: 5109.289551
	Iteration 61Q: 3 clusters Score -4631989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4631987.000000 Penalty: 5109.289551
	Iteration 62Q: 3 clusters Score -4631987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -4631989.000000 Penalty: 5109.289551
	Iteration 63Q: 3 clusters Score -4631989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4631988.500000 Penalty: 5109.289551
	Iteration 64Q: 3 clusters Score -4631988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4631992.000000 Penalty: 5109.289551
	Iteration 65Q: 3 clusters Score -4631992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4631986.500000 Penalty: 5109.289551
	Iteration 66Q: 3 clusters Score -4631986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4631986.000000 Penalty: 5109.289551
	Iteration 67Q: 3 clusters Score -4631986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4631983.500000 Penalty: 5109.289551
	Iteration 68Q: 3 clusters Score -4631984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4631983.500000 Penalty: 5109.289551
	Iteration 69Q: 3 clusters Score -4631984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -4631987.500000 Penalty: 5109.289551
	Iteration 70Q: 3 clusters Score -4631988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -4631987.500000 Penalty: 5109.289551
	Iteration 71F: 3 clusters Score -4631988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -61226.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -61226.54 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 199 members 
Entering Unmasked Estep 
Score: -59787.503906 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -59787.5 nChanged 84
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: -59964.800781 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -59964.8 nChanged 14
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: -59995.804688 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -59995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60004.718750 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -60004.72 nChanged 1
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: -60005.925781 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -60005.93 nChanged 0
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: -60005.925781 Penalty: 2991.219971
	Iteration 5F: 3 clusters Score -60005.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Entering Unmasked Estep 
Score: -2544261.750000 Penalty: 2415.351318
	Iteration 0F: 2 clusters Score -2544262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2532181.000000 Penalty: 4830.702637
	Iteration 0F: 3 clusters Score -2532181 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2536383.000000 Penalty: 4830.702637
	Iteration 1F: 3 clusters Score -2536383 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2536986.750000 Penalty: 4830.702637
	Iteration 2F: 3 clusters Score -2536987 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2537580.000000 Penalty: 4830.702637
	Iteration 3F: 3 clusters Score -2537580 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2538219.500000 Penalty: 4830.702637
	Iteration 4F: 3 clusters Score -2538220 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2538860.250000 Penalty: 4830.702637
	Iteration 5F: 3 clusters Score -2538860 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2539462.500000 Penalty: 4830.702637
	Iteration 6F: 3 clusters Score -2539462 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2540060.750000 Penalty: 4830.702637
	Iteration 7F: 3 clusters Score -2540061 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2540663.000000 Penalty: 4830.702637
	Iteration 8F: 3 clusters Score -2540663 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2541144.750000 Penalty: 4830.702637
	Iteration 9Q: 3 clusters Score -2541145 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2541582.000000 Penalty: 4830.702637
	Iteration 10Q: 3 clusters Score -2541582 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2541937.250000 Penalty: 4830.702637
	Iteration 11Q: 3 clusters Score -2541937 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2542253.500000 Penalty: 4830.702637
	Iteration 12Q: 3 clusters Score -2542254 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2542546.750000 Penalty: 4830.702637
	Iteration 13Q: 3 clusters Score -2542547 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2542823.500000 Penalty: 4830.702637
	Iteration 14Q: 3 clusters Score -2542824 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2543061.250000 Penalty: 4830.702637
	Iteration 15Q: 3 clusters Score -2543061 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2543210.750000 Penalty: 4830.702637
	Iteration 16Q: 3 clusters Score -2543211 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2543308.250000 Penalty: 4830.702637
	Iteration 17Q: 3 clusters Score -2543308 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2543367.750000 Penalty: 4830.702637
	Iteration 18Q: 3 clusters Score -2543368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2543413.000000 Penalty: 4830.702637
	Iteration 19Q: 3 clusters Score -2543413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2543461.250000 Penalty: 4830.702637
	Iteration 20F: 3 clusters Score -2543461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2543495.750000 Penalty: 4830.702637
	Iteration 21Q: 3 clusters Score -2543496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2543526.250000 Penalty: 4830.702637
	Iteration 22Q: 3 clusters Score -2543526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2543545.000000 Penalty: 4830.702637
	Iteration 23Q: 3 clusters Score -2543545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2543569.750000 Penalty: 4830.702637
	Iteration 24Q: 3 clusters Score -2543570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2543587.250000 Penalty: 4830.702637
	Iteration 25Q: 3 clusters Score -2543587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2543615.250000 Penalty: 4830.702637
	Iteration 26Q: 3 clusters Score -2543615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2543638.500000 Penalty: 4830.702637
	Iteration 27Q: 3 clusters Score -2543638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2543674.250000 Penalty: 4830.702637
	Iteration 28Q: 3 clusters Score -2543674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2543761.750000 Penalty: 4830.702637
	Iteration 29Q: 3 clusters Score -2543762 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2543918.750000 Penalty: 4830.702637
	Iteration 30Q: 3 clusters Score -2543919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2544072.500000 Penalty: 4830.702637
	Iteration 31Q: 3 clusters Score -2544072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2544149.750000 Penalty: 4830.702637
	Iteration 32Q: 3 clusters Score -2544150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2544186.500000 Penalty: 4830.702637
	Iteration 33Q: 3 clusters Score -2544186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2544215.750000 Penalty: 4830.702637
	Iteration 34Q: 3 clusters Score -2544216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2544222.000000 Penalty: 4830.702637
	Iteration 35Q: 3 clusters Score -2544222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2544240.250000 Penalty: 4830.702637
	Iteration 36Q: 3 clusters Score -2544240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2544256.500000 Penalty: 4830.702637
	Iteration 37Q: 3 clusters Score -2544256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2544257.000000 Penalty: 4830.702637
	Iteration 38Q: 3 clusters Score -2544257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2544263.750000 Penalty: 4830.702637
	Iteration 39Q: 3 clusters Score -2544264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2544274.250000 Penalty: 4830.702637
	Iteration 40F: 3 clusters Score -2544274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2544264.000000 Penalty: 4830.702637
	Iteration 41Q: 3 clusters Score -2544264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2544265.750000 Penalty: 4830.702637
	Iteration 42Q: 3 clusters Score -2544266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2544270.500000 Penalty: 4830.702637
	Iteration 43Q: 3 clusters Score -2544270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2544273.500000 Penalty: 4830.702637
	Iteration 44Q: 3 clusters Score -2544274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2544270.500000 Penalty: 4830.702637
	Iteration 45Q: 3 clusters Score -2544270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2544272.750000 Penalty: 4830.702637
	Iteration 46Q: 3 clusters Score -2544273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2544272.000000 Penalty: 4830.702637
	Iteration 47Q: 3 clusters Score -2544272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2544272.000000 Penalty: 4830.702637
	Iteration 48F: 3 clusters Score -2544272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21683 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10630 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9273 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50245 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9780 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29762 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 14620 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 2352 members 
Entering Unmasked Estep 
Score: -120408960.000000 Penalty: 151630.234375
Splitting cluster 41 changes total score from -120409768.000000 to -120408960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (20692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Entering Unmasked Estep 
Score: -3202488.500000 Penalty: 2464.500732
	Iteration 0F: 2 clusters Score -3202488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3187968.000000 Penalty: 4929.001465
	Iteration 0F: 3 clusters Score -3187968 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3193043.750000 Penalty: 4929.001465
	Iteration 1F: 3 clusters Score -3193044 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3193636.500000 Penalty: 4929.001465
	Iteration 2F: 3 clusters Score -3193636 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3194374.750000 Penalty: 4929.001465
	Iteration 3F: 3 clusters Score -3194375 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3195356.250000 Penalty: 4929.001465
	Iteration 4F: 3 clusters Score -3195356 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3196571.750000 Penalty: 4929.001465
	Iteration 5F: 3 clusters Score -3196572 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3197611.250000 Penalty: 4929.001465
	Iteration 6F: 3 clusters Score -3197611 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3198348.000000 Penalty: 4929.001465
	Iteration 7F: 3 clusters Score -3198348 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3198814.250000 Penalty: 4929.001465
	Iteration 8Q: 3 clusters Score -3198814 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3199107.500000 Penalty: 4929.001465
	Iteration 9Q: 3 clusters Score -3199108 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3199297.750000 Penalty: 4929.001465
	Iteration 10Q: 3 clusters Score -3199298 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3199457.500000 Penalty: 4929.001465
	Iteration 11Q: 3 clusters Score -3199458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3199552.750000 Penalty: 4929.001465
	Iteration 12Q: 3 clusters Score -3199553 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3199655.750000 Penalty: 4929.001465
	Iteration 13Q: 3 clusters Score -3199656 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3199780.500000 Penalty: 4929.001465
	Iteration 14Q: 3 clusters Score -3199780 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3199871.750000 Penalty: 4929.001465
	Iteration 15Q: 3 clusters Score -3199872 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3199965.250000 Penalty: 4929.001465
	Iteration 16Q: 3 clusters Score -3199965 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3200070.000000 Penalty: 4929.001465
	Iteration 17Q: 3 clusters Score -3200070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3200169.750000 Penalty: 4929.001465
	Iteration 18Q: 3 clusters Score -3200170 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3200270.000000 Penalty: 4929.001465
	Iteration 19Q: 3 clusters Score -3200270 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3200373.000000 Penalty: 4929.001465
	Iteration 20F: 3 clusters Score -3200373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3200461.500000 Penalty: 4929.001465
	Iteration 21Q: 3 clusters Score -3200462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3200527.750000 Penalty: 4929.001465
	Iteration 22Q: 3 clusters Score -3200528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3200598.000000 Penalty: 4929.001465
	Iteration 23Q: 3 clusters Score -3200598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3200652.250000 Penalty: 4929.001465
	Iteration 24Q: 3 clusters Score -3200652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3200684.000000 Penalty: 4929.001465
	Iteration 25Q: 3 clusters Score -3200684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3200712.000000 Penalty: 4929.001465
	Iteration 26Q: 3 clusters Score -3200712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3200753.500000 Penalty: 4929.001465
	Iteration 27Q: 3 clusters Score -3200754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3200780.000000 Penalty: 4929.001465
	Iteration 28Q: 3 clusters Score -3200780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3200807.750000 Penalty: 4929.001465
	Iteration 29Q: 3 clusters Score -3200808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3200826.000000 Penalty: 4929.001465
	Iteration 30Q: 3 clusters Score -3200826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3200834.750000 Penalty: 4929.001465
	Iteration 31Q: 3 clusters Score -3200835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3200837.500000 Penalty: 4929.001465
	Iteration 32Q: 3 clusters Score -3200838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3200850.250000 Penalty: 4929.001465
	Iteration 33Q: 3 clusters Score -3200850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3200867.000000 Penalty: 4929.001465
	Iteration 34Q: 3 clusters Score -3200867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3200869.250000 Penalty: 4929.001465
	Iteration 35Q: 3 clusters Score -3200869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3200867.500000 Penalty: 4929.001465
	Iteration 36Q: 3 clusters Score -3200868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3200873.250000 Penalty: 4929.001465
	Iteration 37Q: 3 clusters Score -3200873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3200873.000000 Penalty: 4929.001465
	Iteration 38Q: 3 clusters Score -3200873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3200869.000000 Penalty: 4929.001465
	Iteration 39Q: 3 clusters Score -3200869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3200872.750000 Penalty: 4929.001465
	Iteration 40F: 3 clusters Score -3200873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3200877.000000 Penalty: 4929.001465
	Iteration 41Q: 3 clusters Score -3200877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3200881.000000 Penalty: 4929.001465
	Iteration 42Q: 3 clusters Score -3200881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3200882.500000 Penalty: 4929.001465
	Iteration 43Q: 3 clusters Score -3200882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3200881.500000 Penalty: 4929.001465
	Iteration 44Q: 3 clusters Score -3200882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3200889.250000 Penalty: 4929.001465
	Iteration 45Q: 3 clusters Score -3200889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3200886.500000 Penalty: 4929.001465
	Iteration 46Q: 3 clusters Score -3200886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3200888.500000 Penalty: 4929.001465
	Iteration 47Q: 3 clusters Score -3200888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3200886.000000 Penalty: 4929.001465
	Iteration 48Q: 3 clusters Score -3200886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3200888.250000 Penalty: 4929.001465
	Iteration 49Q: 3 clusters Score -3200888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3200888.250000 Penalty: 4929.001465
	Iteration 50Q: 3 clusters Score -3200888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3200888.250000 Penalty: 4929.001465
	Iteration 51F: 3 clusters Score -3200888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -555861.750000 Penalty: 2036.245605
	Iteration 0F: 2 clusters Score -555861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -552112.187500 Penalty: 4072.491211
	Iteration 0F: 3 clusters Score -552112.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -552888.375000 Penalty: 4072.491211
	Iteration 1F: 3 clusters Score -552888.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -553045.937500 Penalty: 4072.491211
	Iteration 2F: 3 clusters Score -553045.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -553142.375000 Penalty: 4072.491211
	Iteration 3Q: 3 clusters Score -553142.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -553211.562500 Penalty: 4072.491211
	Iteration 4Q: 3 clusters Score -553211.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -553274.812500 Penalty: 4072.491211
	Iteration 5Q: 3 clusters Score -553274.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -553333.125000 Penalty: 4072.491211
	Iteration 6Q: 3 clusters Score -553333.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -553376.250000 Penalty: 4072.491211
	Iteration 7Q: 3 clusters Score -553376.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -553414.750000 Penalty: 4072.491211
	Iteration 8Q: 3 clusters Score -553414.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -553449.062500 Penalty: 4072.491211
	Iteration 9Q: 3 clusters Score -553449.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -553474.000000 Penalty: 4072.491211
	Iteration 10Q: 3 clusters Score -553474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -553496.875000 Penalty: 4072.491211
	Iteration 11Q: 3 clusters Score -553496.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -553515.562500 Penalty: 4072.491211
	Iteration 12Q: 3 clusters Score -553515.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -553529.687500 Penalty: 4072.491211
	Iteration 13Q: 3 clusters Score -553529.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -553543.500000 Penalty: 4072.491211
	Iteration 14Q: 3 clusters Score -553543.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -553558.875000 Penalty: 4072.491211
	Iteration 15Q: 3 clusters Score -553558.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -553570.312500 Penalty: 4072.491211
	Iteration 16Q: 3 clusters Score -553570.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553577.875000 Penalty: 4072.491211
	Iteration 17Q: 3 clusters Score -553577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -553581.812500 Penalty: 4072.491211
	Iteration 18Q: 3 clusters Score -553581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -553585.875000 Penalty: 4072.491211
	Iteration 19Q: 3 clusters Score -553585.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -553591.062500 Penalty: 4072.491211
	Iteration 20F: 3 clusters Score -553591.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -553598.437500 Penalty: 4072.491211
	Iteration 21Q: 3 clusters Score -553598.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -553605.250000 Penalty: 4072.491211
	Iteration 22Q: 3 clusters Score -553605.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -553614.125000 Penalty: 4072.491211
	Iteration 23Q: 3 clusters Score -553614.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -553620.312500 Penalty: 4072.491211
	Iteration 24Q: 3 clusters Score -553620.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -553631.312500 Penalty: 4072.491211
	Iteration 25Q: 3 clusters Score -553631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -553642.062500 Penalty: 4072.491211
	Iteration 26Q: 3 clusters Score -553642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -553654.687500 Penalty: 4072.491211
	Iteration 27Q: 3 clusters Score -553654.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -553664.562500 Penalty: 4072.491211
	Iteration 28Q: 3 clusters Score -553664.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -553674.937500 Penalty: 4072.491211
	Iteration 29Q: 3 clusters Score -553674.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -553688.062500 Penalty: 4072.491211
	Iteration 30Q: 3 clusters Score -553688.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -553701.125000 Penalty: 4072.491211
	Iteration 31Q: 3 clusters Score -553701.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -553713.437500 Penalty: 4072.491211
	Iteration 32Q: 3 clusters Score -553713.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -553725.687500 Penalty: 4072.491211
	Iteration 33Q: 3 clusters Score -553725.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -553742.625000 Penalty: 4072.491211
	Iteration 34Q: 3 clusters Score -553742.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -553763.375000 Penalty: 4072.491211
	Iteration 35Q: 3 clusters Score -553763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -553781.312500 Penalty: 4072.491211
	Iteration 36Q: 3 clusters Score -553781.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -553795.687500 Penalty: 4072.491211
	Iteration 37Q: 3 clusters Score -553795.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -553808.000000 Penalty: 4072.491211
	Iteration 38Q: 3 clusters Score -553808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -553829.875000 Penalty: 4072.491211
	Iteration 39Q: 3 clusters Score -553829.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -553845.062500 Penalty: 4072.491211
	Iteration 40F: 3 clusters Score -553845.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -553857.375000 Penalty: 4072.491211
	Iteration 41Q: 3 clusters Score -553857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -553871.062500 Penalty: 4072.491211
	Iteration 42Q: 3 clusters Score -553871.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -553883.875000 Penalty: 4072.491211
	Iteration 43Q: 3 clusters Score -553883.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -553894.000000 Penalty: 4072.491211
	Iteration 44Q: 3 clusters Score -553894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -553900.562500 Penalty: 4072.491211
	Iteration 45Q: 3 clusters Score -553900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -553909.250000 Penalty: 4072.491211
	Iteration 46Q: 3 clusters Score -553909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -553917.375000 Penalty: 4072.491211
	Iteration 47Q: 3 clusters Score -553917.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -553928.937500 Penalty: 4072.491211
	Iteration 48Q: 3 clusters Score -553928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -553940.250000 Penalty: 4072.491211
	Iteration 49Q: 3 clusters Score -553940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -553949.750000 Penalty: 4072.491211
	Iteration 50Q: 3 clusters Score -553949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -553962.062500 Penalty: 4072.491211
	Iteration 51Q: 3 clusters Score -553962.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -553976.500000 Penalty: 4072.491211
	Iteration 52Q: 3 clusters Score -553976.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -553993.062500 Penalty: 4072.491211
	Iteration 53Q: 3 clusters Score -553993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -554006.375000 Penalty: 4072.491211
	Iteration 54Q: 3 clusters Score -554006.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -554018.625000 Penalty: 4072.491211
	Iteration 55Q: 3 clusters Score -554018.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -554031.562500 Penalty: 4072.491211
	Iteration 56Q: 3 clusters Score -554031.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -554037.625000 Penalty: 4072.491211
	Iteration 57Q: 3 clusters Score -554037.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -554048.062500 Penalty: 4072.491211
	Iteration 58Q: 3 clusters Score -554048.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -554060.562500 Penalty: 4072.491211
	Iteration 59Q: 3 clusters Score -554060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -554076.000000 Penalty: 4072.491211
	Iteration 60F: 3 clusters Score -554076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -554094.625000 Penalty: 4072.491211
	Iteration 61Q: 3 clusters Score -554094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -554106.062500 Penalty: 4072.491211
	Iteration 62Q: 3 clusters Score -554106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -554115.937500 Penalty: 4072.491211
	Iteration 63Q: 3 clusters Score -554115.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -554124.312500 Penalty: 4072.491211
	Iteration 64Q: 3 clusters Score -554124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554138.250000 Penalty: 4072.491211
	Iteration 65Q: 3 clusters Score -554138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -554145.062500 Penalty: 4072.491211
	Iteration 66Q: 3 clusters Score -554145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -554152.000000 Penalty: 4072.491211
	Iteration 67Q: 3 clusters Score -554152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -554155.312500 Penalty: 4072.491211
	Iteration 68Q: 3 clusters Score -554155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -554159.625000 Penalty: 4072.491211
	Iteration 69Q: 3 clusters Score -554159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -554167.250000 Penalty: 4072.491211
	Iteration 70Q: 3 clusters Score -554167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -554171.125000 Penalty: 4072.491211
	Iteration 71Q: 3 clusters Score -554171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -554171.750000 Penalty: 4072.491211
	Iteration 72Q: 3 clusters Score -554171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -554175.562500 Penalty: 4072.491211
	Iteration 73Q: 3 clusters Score -554175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -554178.250000 Penalty: 4072.491211
	Iteration 74Q: 3 clusters Score -554178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -554179.312500 Penalty: 4072.491211
	Iteration 75Q: 3 clusters Score -554179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -554179.937500 Penalty: 4072.491211
	Iteration 76Q: 3 clusters Score -554179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -554181.437500 Penalty: 4072.491211
	Iteration 77Q: 3 clusters Score -554181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -554182.812500 Penalty: 4072.491211
	Iteration 78Q: 3 clusters Score -554182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -554183.312500 Penalty: 4072.491211
	Iteration 79Q: 3 clusters Score -554183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -554184.250000 Penalty: 4072.491211
	Iteration 80F: 3 clusters Score -554184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -554184.875000 Penalty: 4072.491211
	Iteration 81Q: 3 clusters Score -554184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -554184.875000 Penalty: 4072.491211
	Iteration 82F: 3 clusters Score -554184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -144519.812500 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -144519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142583.078125 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -142583.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143028.296875 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -143028.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -143195.890625 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -143195.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143299.156250 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -143299.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143360.640625 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -143360.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -143406.781250 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -143406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143440.656250 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -143440.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143465.375000 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -143465.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143490.640625 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -143490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143508.140625 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -143508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -143520.156250 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -143520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143528.046875 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -143528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143537.500000 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -143537.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -143549.625000 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -143549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143566.765625 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -143566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143579.406250 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -143579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -143588.218750 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -143588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -143608.531250 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -143608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143627.921875 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -143627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -143649.953125 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -143650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -143714.125000 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -143714.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143838.218750 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -143838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -143954.296875 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -143954.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144022.406250 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -144022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -144049.281250 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -144049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -144063.078125 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -144063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144067.937500 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -144067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -144071.718750 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -144071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -144075.578125 Penalty: 3455.615723
	Iteration 28Q: 3 clusters Score -144075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -144076.296875 Penalty: 3455.615723
	Iteration 29Q: 3 clusters Score -144076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144077.343750 Penalty: 3455.615723
	Iteration 30Q: 3 clusters Score -144077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144081.671875 Penalty: 3455.615723
	Iteration 31F: 3 clusters Score -144081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144093.625000 Penalty: 3455.615723
	Iteration 32Q: 3 clusters Score -144093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -144104.468750 Penalty: 3455.615723
	Iteration 33Q: 3 clusters Score -144104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -144107.828125 Penalty: 3455.615723
	Iteration 34Q: 3 clusters Score -144107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144111.890625 Penalty: 3455.615723
	Iteration 35Q: 3 clusters Score -144111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144112.937500 Penalty: 3455.615723
	Iteration 36Q: 3 clusters Score -144112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -144113.687500 Penalty: 3455.615723
	Iteration 37Q: 3 clusters Score -144113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -144115.578125 Penalty: 3455.615723
	Iteration 38Q: 3 clusters Score -144115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -144115.578125 Penalty: 3455.615723
	Iteration 39F: 3 clusters Score -144115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 103008 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 14776 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21683 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10630 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9273 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50245 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9780 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29762 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16972 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409912.000000 Penalty: 148260.671875
Iteration 199Q: 45 clusters Score -1.204099e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33382 members 
Mstep: Class 5 contains 115515 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 103004 members 
Mstep: Class 8 contains 10487 members 
Mstep: Class 9 contains 21553 members 
Mstep: Class 10 contains 14770 members 
Mstep: Class 11 contains 63502 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 14003 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28803 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21682 members 
Mstep: Class 22 contains 12716 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10633 members 
Mstep: Class 27 contains 20438 members 
Mstep: Class 28 contains 9276 members 
Mstep: Class 29 contains 6151 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35102 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50242 members 
Mstep: Class 34 contains 6565 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9784 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29761 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16986 members 
Mstep: Class 42 contains 20693 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120409872.000000 Penalty: 148260.671875
Iteration 200F: 45 clusters Score -1.204099e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33381 members 
Mstep: Class 5 contains 115512 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 103000 members 
Mstep: Class 8 contains 10490 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 63500 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13993 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28807 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21685 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10634 members 
Mstep: Class 27 contains 20438 members 
Mstep: Class 28 contains 9270 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 35104 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50238 members 
Mstep: Class 34 contains 6567 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9785 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29759 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 16999 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410200.000000 Penalty: 148260.671875
Iteration 201Q: 45 clusters Score -1.204102e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115505 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 103004 members 
Mstep: Class 8 contains 10492 members 
Mstep: Class 9 contains 21550 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 63497 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13985 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21688 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 281 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10641 members 
Mstep: Class 27 contains 20438 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 35108 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50236 members 
Mstep: Class 34 contains 6565 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9785 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29754 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17011 members 
Mstep: Class 42 contains 20694 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410392.000000 Penalty: 148260.671875
Iteration 202Q: 45 clusters Score -1.204104e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115503 members 
Mstep: Class 6 contains 11370 members 
Mstep: Class 7 contains 102998 members 
Mstep: Class 8 contains 10496 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 63500 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13979 members 
Mstep: Class 15 contains 5103 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28806 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21691 members 
Mstep: Class 22 contains 12734 members 
Mstep: Class 23 contains 17845 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10648 members 
Mstep: Class 27 contains 20441 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 6423 members 
Mstep: Class 31 contains 35105 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50230 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9786 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29750 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17029 members 
Mstep: Class 42 contains 20692 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410392.000000 Penalty: 148260.671875
Iteration 203Q: 45 clusters Score -1.204104e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115503 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 102997 members 
Mstep: Class 8 contains 10499 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 14764 members 
Mstep: Class 11 contains 63500 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13972 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28808 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21693 members 
Mstep: Class 22 contains 12741 members 
Mstep: Class 23 contains 17845 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10650 members 
Mstep: Class 27 contains 20441 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 6151 members 
Mstep: Class 30 contains 6424 members 
Mstep: Class 31 contains 35102 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50227 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9787 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29750 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17039 members 
Mstep: Class 42 contains 20693 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410392.000000 Penalty: 148260.671875
Iteration 204Q: 45 clusters Score -1.204104e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115502 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 102999 members 
Mstep: Class 8 contains 10505 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 63502 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13959 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28810 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 21694 members 
Mstep: Class 22 contains 12752 members 
Mstep: Class 23 contains 17846 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 10650 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 9252 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 6421 members 
Mstep: Class 31 contains 35101 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50227 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9789 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 29748 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17046 members 
Mstep: Class 42 contains 20693 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410352.000000 Penalty: 148260.671875
Iteration 205Q: 45 clusters Score -1.204104e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 33380 members 
Mstep: Class 5 contains 115500 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102995 members 
Mstep: Class 8 contains 10510 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 63500 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13953 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28811 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21696 members 
Mstep: Class 22 contains 12759 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 20443 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 6146 members 
Mstep: Class 30 contains 6416 members 
Mstep: Class 31 contains 35114 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 29748 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17053 members 
Mstep: Class 42 contains 20693 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410328.000000 Penalty: 148260.671875
Iteration 206Q: 45 clusters Score -1.204103e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64338 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 33381 members 
Mstep: Class 5 contains 115500 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 102993 members 
Mstep: Class 8 contains 10514 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 63501 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28812 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21695 members 
Mstep: Class 22 contains 12766 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20444 members 
Mstep: Class 28 contains 9245 members 
Mstep: Class 29 contains 6142 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 35119 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 29748 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17063 members 
Mstep: Class 42 contains 20691 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410392.000000 Penalty: 148260.671875
Iteration 207Q: 45 clusters Score -1.204104e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64338 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33379 members 
Mstep: Class 5 contains 115502 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 102989 members 
Mstep: Class 8 contains 10518 members 
Mstep: Class 9 contains 21543 members 
Mstep: Class 10 contains 14752 members 
Mstep: Class 11 contains 63501 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 5100 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28811 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12769 members 
Mstep: Class 23 contains 17847 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 20445 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 6142 members 
Mstep: Class 30 contains 6411 members 
Mstep: Class 31 contains 35123 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9794 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 29745 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17070 members 
Mstep: Class 42 contains 20691 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410400.000000 Penalty: 148260.671875
Iteration 208Q: 45 clusters Score -1.204104e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33378 members 
Mstep: Class 5 contains 115498 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 102984 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 21543 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 63503 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28811 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12773 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 10646 members 
Mstep: Class 27 contains 20448 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35123 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50221 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 29742 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17076 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410288.000000 Penalty: 148260.671875
Iteration 209Q: 45 clusters Score -1.204103e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33377 members 
Mstep: Class 5 contains 115499 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 102984 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 21543 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13934 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28811 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21696 members 
Mstep: Class 22 contains 12774 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10648 members 
Mstep: Class 27 contains 20452 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 35128 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50218 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 762 members 
Mstep: Class 39 contains 29741 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17080 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410256.000000 Penalty: 148260.671875
Iteration 210Q: 45 clusters Score -1.204103e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33375 members 
Mstep: Class 5 contains 115499 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 102983 members 
Mstep: Class 8 contains 10528 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 14747 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28812 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12775 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20452 members 
Mstep: Class 28 contains 9234 members 
Mstep: Class 29 contains 6133 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 35131 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50220 members 
Mstep: Class 34 contains 6565 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 29741 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17087 members 
Mstep: Class 42 contains 20690 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410168.000000 Penalty: 148260.671875
Iteration 211Q: 45 clusters Score -1.204102e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64332 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115496 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 102979 members 
Mstep: Class 8 contains 10536 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 14743 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28812 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12777 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10647 members 
Mstep: Class 27 contains 20450 members 
Mstep: Class 28 contains 9234 members 
Mstep: Class 29 contains 6132 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35129 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50220 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29739 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17095 members 
Mstep: Class 42 contains 20690 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410120.000000 Penalty: 148260.671875
Iteration 212Q: 45 clusters Score -1.204101e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 115494 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 102974 members 
Mstep: Class 8 contains 10540 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14735 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28813 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12781 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10649 members 
Mstep: Class 27 contains 20452 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 6411 members 
Mstep: Class 31 contains 35132 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50218 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29737 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17104 members 
Mstep: Class 42 contains 20688 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410032.000000 Penalty: 148260.671875
Iteration 213Q: 45 clusters Score -1.2041e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 115493 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 102972 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21700 members 
Mstep: Class 22 contains 12785 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 10649 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35135 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29734 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17107 members 
Mstep: Class 42 contains 20688 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410088.000000 Penalty: 148260.671875
Iteration 214Q: 45 clusters Score -1.204101e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64332 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 115491 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 102971 members 
Mstep: Class 8 contains 10542 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14718 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8471 members 
Mstep: Class 26 contains 10648 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 9236 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 35141 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29731 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17113 members 
Mstep: Class 42 contains 20688 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410056.000000 Penalty: 148260.671875
Iteration 215Q: 45 clusters Score -1.204101e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64332 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33375 members 
Mstep: Class 5 contains 115491 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 102971 members 
Mstep: Class 8 contains 10545 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14710 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13918 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28816 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10647 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 35144 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50221 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29730 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17117 members 
Mstep: Class 42 contains 20688 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410104.000000 Penalty: 148260.671875
Iteration 216Q: 45 clusters Score -1.204101e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115491 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 102971 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14709 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12784 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 35147 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50220 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29728 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17121 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410080.000000 Penalty: 148260.671875
Iteration 217Q: 45 clusters Score -1.204101e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64332 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115492 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 102970 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12785 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10639 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9244 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35146 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50215 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29727 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17123 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410032.000000 Penalty: 148260.671875
Iteration 218Q: 45 clusters Score -1.2041e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115492 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 102969 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 63511 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12787 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10637 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9238 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35149 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50215 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29725 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17130 members 
Mstep: Class 42 contains 20689 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410088.000000 Penalty: 148260.671875
Iteration 219Q: 45 clusters Score -1.204101e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115493 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 102968 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10637 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 6130 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35147 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50216 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29722 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17137 members 
Mstep: Class 42 contains 20688 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410120.000000 Penalty: 148260.671875
Iteration 220F: 45 clusters Score -1.204101e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115493 members 
Mstep: Class 6 contains 11376 members 
Mstep: Class 7 contains 102968 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28814 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 279 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10639 members 
Mstep: Class 27 contains 20459 members 
Mstep: Class 28 contains 9225 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35142 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50218 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29720 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17145 members 
Mstep: Class 42 contains 20686 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410320.000000 Penalty: 148260.671875
Iteration 221Q: 45 clusters Score -1.204103e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115493 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 102964 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12789 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10640 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 6128 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 35138 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50218 members 
Mstep: Class 34 contains 6564 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 759 members 
Mstep: Class 39 contains 29718 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17152 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410392.000000 Penalty: 148260.671875
Iteration 222Q: 45 clusters Score -1.204104e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115494 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 102960 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14702 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28817 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10639 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9224 members 
Mstep: Class 29 contains 6126 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35142 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50219 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 9795 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 29716 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17160 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410384.000000 Penalty: 148260.671875
Iteration 223Q: 45 clusters Score -1.204104e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 115494 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102958 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 14700 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21699 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9220 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35141 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6563 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9794 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29715 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17167 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410384.000000 Penalty: 148260.671875
Iteration 224Q: 45 clusters Score -1.204104e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 115491 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102956 members 
Mstep: Class 8 contains 10552 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13923 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 12789 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10635 members 
Mstep: Class 27 contains 20456 members 
Mstep: Class 28 contains 9217 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35139 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50227 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9796 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17176 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410384.000000 Penalty: 148260.671875
Iteration 225Q: 45 clusters Score -1.204104e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33374 members 
Mstep: Class 5 contains 115489 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102952 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13923 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12791 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10635 members 
Mstep: Class 27 contains 20456 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 6117 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35140 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50228 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9796 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29712 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17184 members 
Mstep: Class 42 contains 20685 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410376.000000 Penalty: 148260.671875
Iteration 226Q: 45 clusters Score -1.204104e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102944 members 
Mstep: Class 8 contains 10554 members 
Mstep: Class 9 contains 21550 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 13925 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10635 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 6116 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35138 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50228 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9796 members 
Mstep: Class 38 contains 754 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17195 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410472.000000 Penalty: 148260.671875
Iteration 227Q: 45 clusters Score -1.204105e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102940 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14695 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21698 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10633 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35140 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6559 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9796 members 
Mstep: Class 38 contains 753 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17200 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410480.000000 Penalty: 148260.671875
Iteration 228Q: 45 clusters Score -1.204105e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 102942 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21702 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10632 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9210 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35139 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9796 members 
Mstep: Class 38 contains 750 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410480.000000 Penalty: 148260.671875
Iteration 229Q: 45 clusters Score -1.204105e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 102942 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14693 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21702 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10636 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9207 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35140 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410408.000000 Penalty: 148260.671875
Iteration 230Q: 45 clusters Score -1.204104e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102942 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21701 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10640 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35138 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17204 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410416.000000 Penalty: 148260.671875
Iteration 231Q: 45 clusters Score -1.204104e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102941 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14685 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21703 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 9204 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35140 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17209 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410424.000000 Penalty: 148260.671875
Iteration 232Q: 45 clusters Score -1.204104e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33369 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102940 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21705 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35143 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29715 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17212 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410440.000000 Penalty: 148260.671875
Iteration 233Q: 45 clusters Score -1.204104e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33369 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102941 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14675 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21707 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9201 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35142 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29715 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17216 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410384.000000 Penalty: 148260.671875
Iteration 234Q: 45 clusters Score -1.204104e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33369 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102937 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21709 members 
Mstep: Class 22 contains 12793 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35144 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17219 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410464.000000 Penalty: 148260.671875
Iteration 235Q: 45 clusters Score -1.204105e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 102935 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14667 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 4899 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21711 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35147 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50226 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17221 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410504.000000 Penalty: 148260.671875
Iteration 236Q: 45 clusters Score -1.204105e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102936 members 
Mstep: Class 8 contains 10559 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14663 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21712 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9199 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35148 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17222 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410480.000000 Penalty: 148260.671875
Iteration 237Q: 45 clusters Score -1.204105e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33369 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102934 members 
Mstep: Class 8 contains 10561 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35148 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17227 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410440.000000 Penalty: 148260.671875
Iteration 238Q: 45 clusters Score -1.204104e+08 nChanged 10
Entering ConstructFrom: 
Score: -120410440.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -158630.140625 Penalty: 1735.856812
	Iteration 0F: 2 clusters Score -158630.1 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 544 members 
Entering Unmasked Estep 
Score: -156741.906250 Penalty: 3471.713623
	Iteration 0F: 3 clusters Score -156741.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157373.796875 Penalty: 3471.713623
	Iteration 1F: 3 clusters Score -157373.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157997.156250 Penalty: 3471.713623
	Iteration 2F: 3 clusters Score -157997.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158516.500000 Penalty: 3471.713623
	Iteration 3F: 3 clusters Score -158516.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -158841.406250 Penalty: 3471.713623
	Iteration 4F: 3 clusters Score -158841.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158938.843750 Penalty: 3471.713623
	Iteration 5Q: 3 clusters Score -158938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158950.968750 Penalty: 3471.713623
	Iteration 6Q: 3 clusters Score -158951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158954.515625 Penalty: 3471.713623
	Iteration 7Q: 3 clusters Score -158954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -158957.578125 Penalty: 3471.713623
	Iteration 8Q: 3 clusters Score -158957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158959.015625 Penalty: 3471.713623
	Iteration 9Q: 3 clusters Score -158959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158959.015625 Penalty: 3471.713623
	Iteration 10F: 3 clusters Score -158959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35150 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 829 members 
Entering Unmasked Estep 
Score: -120409208.000000 Penalty: 151630.234375
Splitting cluster 1 changes total score from -120410440.000000 to -120409208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Entering Unmasked Estep 
Score: -9942601.000000 Penalty: 2745.821045
	Iteration 0F: 2 clusters Score -9942601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9899321.000000 Penalty: 5491.642090
	Iteration 0F: 3 clusters Score -9899321 nChanged 30155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -9916223.000000 Penalty: 5491.642090
	Iteration 1F: 3 clusters Score -9916223 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -9917047.000000 Penalty: 5491.642090
	Iteration 2Q: 3 clusters Score -9917047 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -9917904.000000 Penalty: 5491.642090
	Iteration 3Q: 3 clusters Score -9917904 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9919024.000000 Penalty: 5491.642090
	Iteration 4Q: 3 clusters Score -9919024 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -9920635.000000 Penalty: 5491.642090
	Iteration 5F: 3 clusters Score -9920635 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -9923123.000000 Penalty: 5491.642090
	Iteration 6F: 3 clusters Score -9923123 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -9926150.000000 Penalty: 5491.642090
	Iteration 7F: 3 clusters Score -9926150 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -9929682.000000 Penalty: 5491.642090
	Iteration 8F: 3 clusters Score -9929682 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -9933054.000000 Penalty: 5491.642090
	Iteration 9F: 3 clusters Score -9933054 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -9935920.000000 Penalty: 5491.642090
	Iteration 10F: 3 clusters Score -9935920 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -9937837.000000 Penalty: 5491.642090
	Iteration 11Q: 3 clusters Score -9937837 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -9938934.000000 Penalty: 5491.642090
	Iteration 12Q: 3 clusters Score -9938934 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -9939472.000000 Penalty: 5491.642090
	Iteration 13Q: 3 clusters Score -9939472 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -9939734.000000 Penalty: 5491.642090
	Iteration 14Q: 3 clusters Score -9939734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -9939870.000000 Penalty: 5491.642090
	Iteration 15Q: 3 clusters Score -9939870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -9939966.000000 Penalty: 5491.642090
	Iteration 16Q: 3 clusters Score -9939966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -9940028.000000 Penalty: 5491.642090
	Iteration 17Q: 3 clusters Score -9940028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -9940076.000000 Penalty: 5491.642090
	Iteration 18Q: 3 clusters Score -9940076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -9940106.000000 Penalty: 5491.642090
	Iteration 19Q: 3 clusters Score -9940106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -9940129.000000 Penalty: 5491.642090
	Iteration 20F: 3 clusters Score -9940129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9940140.000000 Penalty: 5491.642090
	Iteration 21Q: 3 clusters Score -9940140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -9940158.000000 Penalty: 5491.642090
	Iteration 22Q: 3 clusters Score -9940158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -9940163.000000 Penalty: 5491.642090
	Iteration 23Q: 3 clusters Score -9940163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -9940166.000000 Penalty: 5491.642090
	Iteration 24Q: 3 clusters Score -9940166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -9940181.000000 Penalty: 5491.642090
	Iteration 25Q: 3 clusters Score -9940181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -9940182.000000 Penalty: 5491.642090
	Iteration 26Q: 3 clusters Score -9940182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -9940186.000000 Penalty: 5491.642090
	Iteration 27Q: 3 clusters Score -9940186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -9940186.000000 Penalty: 5491.642090
	Iteration 28Q: 3 clusters Score -9940186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -9940186.000000 Penalty: 5491.642090
	Iteration 29F: 3 clusters Score -9940186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -1041958.625000 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -1041959 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 3247 members 
Entering Unmasked Estep 
Score: -1036444.062500 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -1036444 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1037761.812500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -1037762 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1038010.250000 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -1038010 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1038181.812500 Penalty: 4361.029297
	Iteration 3Q: 3 clusters Score -1038182 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1038339.687500 Penalty: 4361.029297
	Iteration 4Q: 3 clusters Score -1038340 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1038503.312500 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -1038503 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1038667.500000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -1038668 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1038844.250000 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -1038844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1039048.125000 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -1039048 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1039269.687500 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -1039270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1039477.875000 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -1039478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1039661.000000 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -1039661 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1039782.187500 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -1039782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1039869.250000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -1039869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1039936.750000 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -1039937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1040000.875000 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -1040001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1040060.250000 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -1040060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1040126.562500 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -1040127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1040184.062500 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -1040184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1040218.812500 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -1040219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1040237.562500 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -1040238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1040249.812500 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -1040250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1040259.250000 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -1040259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1040266.437500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -1040266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1040271.437500 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -1040271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1040277.187500 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -1040277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1040280.125000 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -1040280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1040285.187500 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -1040285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1040286.437500 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -1040286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1040288.437500 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -1040288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1040287.562500 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -1040288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1040286.875000 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -1040287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1040286.875000 Penalty: 4361.029297
	Iteration 32F: 3 clusters Score -1040287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Entering Unmasked Estep 
Score: -5203327.500000 Penalty: 2583.007568
	Iteration 0F: 2 clusters Score -5203328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5180654.000000 Penalty: 5166.015137
	Iteration 0F: 3 clusters Score -5180654 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5188524.500000 Penalty: 5166.015137
	Iteration 1F: 3 clusters Score -5188524 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -5189079.000000 Penalty: 5166.015137
	Iteration 2Q: 3 clusters Score -5189079 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5189617.000000 Penalty: 5166.015137
	Iteration 3Q: 3 clusters Score -5189617 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5190241.000000 Penalty: 5166.015137
	Iteration 4Q: 3 clusters Score -5190241 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5191018.000000 Penalty: 5166.015137
	Iteration 5Q: 3 clusters Score -5191018 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5192073.500000 Penalty: 5166.015137
	Iteration 6F: 3 clusters Score -5192074 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5193539.000000 Penalty: 5166.015137
	Iteration 7F: 3 clusters Score -5193539 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -5195279.000000 Penalty: 5166.015137
	Iteration 8F: 3 clusters Score -5195279 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5197041.000000 Penalty: 5166.015137
	Iteration 9F: 3 clusters Score -5197041 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5198550.000000 Penalty: 5166.015137
	Iteration 10F: 3 clusters Score -5198550 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -5199622.500000 Penalty: 5166.015137
	Iteration 11Q: 3 clusters Score -5199622 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -5200232.000000 Penalty: 5166.015137
	Iteration 12Q: 3 clusters Score -5200232 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -5200583.500000 Penalty: 5166.015137
	Iteration 13Q: 3 clusters Score -5200584 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5200824.500000 Penalty: 5166.015137
	Iteration 14Q: 3 clusters Score -5200824 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5200938.000000 Penalty: 5166.015137
	Iteration 15Q: 3 clusters Score -5200938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5201018.500000 Penalty: 5166.015137
	Iteration 16Q: 3 clusters Score -5201018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -5201077.500000 Penalty: 5166.015137
	Iteration 17Q: 3 clusters Score -5201078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -5201107.000000 Penalty: 5166.015137
	Iteration 18Q: 3 clusters Score -5201107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -5201148.000000 Penalty: 5166.015137
	Iteration 19Q: 3 clusters Score -5201148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -5201158.500000 Penalty: 5166.015137
	Iteration 20F: 3 clusters Score -5201158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -5201162.000000 Penalty: 5166.015137
	Iteration 21Q: 3 clusters Score -5201162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5201171.500000 Penalty: 5166.015137
	Iteration 22Q: 3 clusters Score -5201172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -5201174.000000 Penalty: 5166.015137
	Iteration 23Q: 3 clusters Score -5201174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -5201178.500000 Penalty: 5166.015137
	Iteration 24Q: 3 clusters Score -5201178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5201178.000000 Penalty: 5166.015137
	Iteration 25Q: 3 clusters Score -5201178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5201184.000000 Penalty: 5166.015137
	Iteration 26Q: 3 clusters Score -5201184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5201181.000000 Penalty: 5166.015137
	Iteration 27Q: 3 clusters Score -5201181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -5201182.500000 Penalty: 5166.015137
	Iteration 28Q: 3 clusters Score -5201182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -5201182.500000 Penalty: 5166.015137
	Iteration 29F: 3 clusters Score -5201182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Entering Unmasked Estep 
Score: -18172492.000000 Penalty: 2890.916748
	Iteration 0F: 2 clusters Score -1.817249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -18101210.000000 Penalty: 5781.833496
	Iteration 0F: 3 clusters Score -1.810121e+07 nChanged 54790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -18133462.000000 Penalty: 5781.833496
	Iteration 1F: 3 clusters Score -1.813346e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -18134748.000000 Penalty: 5781.833496
	Iteration 2Q: 3 clusters Score -1.813475e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -18136234.000000 Penalty: 5781.833496
	Iteration 3Q: 3 clusters Score -1.813623e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -18138774.000000 Penalty: 5781.833496
	Iteration 4F: 3 clusters Score -1.813877e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -18141594.000000 Penalty: 5781.833496
	Iteration 5F: 3 clusters Score -1.814159e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -18144826.000000 Penalty: 5781.833496
	Iteration 6F: 3 clusters Score -1.814483e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -18148260.000000 Penalty: 5781.833496
	Iteration 7F: 3 clusters Score -1.814826e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -18151206.000000 Penalty: 5781.833496
	Iteration 8Q: 3 clusters Score -1.815121e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -18153416.000000 Penalty: 5781.833496
	Iteration 9Q: 3 clusters Score -1.815342e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 92358 members 
Entering Unmasked Estep 
Score: -18154752.000000 Penalty: 5781.833496
	Iteration 10Q: 3 clusters Score -1.815475e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -18155144.000000 Penalty: 5781.833496
	Iteration 11Q: 3 clusters Score -1.815514e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -18155264.000000 Penalty: 5781.833496
	Iteration 12Q: 3 clusters Score -1.815526e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -18155354.000000 Penalty: 5781.833496
	Iteration 13Q: 3 clusters Score -1.815535e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -18155390.000000 Penalty: 5781.833496
	Iteration 14Q: 3 clusters Score -1.815539e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -18155468.000000 Penalty: 5781.833496
	Iteration 15Q: 3 clusters Score -1.815547e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -18155542.000000 Penalty: 5781.833496
	Iteration 16Q: 3 clusters Score -1.815554e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -18155614.000000 Penalty: 5781.833496
	Iteration 17Q: 3 clusters Score -1.815561e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -18155690.000000 Penalty: 5781.833496
	Iteration 18Q: 3 clusters Score -1.815569e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -18155770.000000 Penalty: 5781.833496
	Iteration 19Q: 3 clusters Score -1.815577e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -18155796.000000 Penalty: 5781.833496
	Iteration 20F: 3 clusters Score -1.81558e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -18155848.000000 Penalty: 5781.833496
	Iteration 21Q: 3 clusters Score -1.815585e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -18155966.000000 Penalty: 5781.833496
	Iteration 22Q: 3 clusters Score -1.815597e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -18156090.000000 Penalty: 5781.833496
	Iteration 23Q: 3 clusters Score -1.815609e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -18156180.000000 Penalty: 5781.833496
	Iteration 24Q: 3 clusters Score -1.815618e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -18156234.000000 Penalty: 5781.833496
	Iteration 25Q: 3 clusters Score -1.815623e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -18156420.000000 Penalty: 5781.833496
	Iteration 26Q: 3 clusters Score -1.815642e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -18156580.000000 Penalty: 5781.833496
	Iteration 27Q: 3 clusters Score -1.815658e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -18156666.000000 Penalty: 5781.833496
	Iteration 28Q: 3 clusters Score -1.815667e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -18156706.000000 Penalty: 5781.833496
	Iteration 29Q: 3 clusters Score -1.815671e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -18156782.000000 Penalty: 5781.833496
	Iteration 30Q: 3 clusters Score -1.815678e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -18156830.000000 Penalty: 5781.833496
	Iteration 31Q: 3 clusters Score -1.815683e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -18156888.000000 Penalty: 5781.833496
	Iteration 32Q: 3 clusters Score -1.815689e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -18156862.000000 Penalty: 5781.833496
	Iteration 33Q: 3 clusters Score -1.815686e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -18156886.000000 Penalty: 5781.833496
	Iteration 34Q: 3 clusters Score -1.815689e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -18156924.000000 Penalty: 5781.833496
	Iteration 35Q: 3 clusters Score -1.815692e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -18157014.000000 Penalty: 5781.833496
	Iteration 36Q: 3 clusters Score -1.815701e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -18157192.000000 Penalty: 5781.833496
	Iteration 37Q: 3 clusters Score -1.815719e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -18157264.000000 Penalty: 5781.833496
	Iteration 38Q: 3 clusters Score -1.815726e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -18157432.000000 Penalty: 5781.833496
	Iteration 39Q: 3 clusters Score -1.815743e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -18157520.000000 Penalty: 5781.833496
	Iteration 40F: 3 clusters Score -1.815752e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -18157566.000000 Penalty: 5781.833496
	Iteration 41Q: 3 clusters Score -1.815757e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -18157738.000000 Penalty: 5781.833496
	Iteration 42Q: 3 clusters Score -1.815774e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -18157730.000000 Penalty: 5781.833496
	Iteration 43Q: 3 clusters Score -1.815773e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -18157828.000000 Penalty: 5781.833496
	Iteration 44Q: 3 clusters Score -1.815783e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -18157910.000000 Penalty: 5781.833496
	Iteration 45Q: 3 clusters Score -1.815791e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -18158012.000000 Penalty: 5781.833496
	Iteration 46Q: 3 clusters Score -1.815801e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -18158194.000000 Penalty: 5781.833496
	Iteration 47Q: 3 clusters Score -1.815819e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -18158288.000000 Penalty: 5781.833496
	Iteration 48Q: 3 clusters Score -1.815829e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -18158318.000000 Penalty: 5781.833496
	Iteration 49Q: 3 clusters Score -1.815832e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -18158276.000000 Penalty: 5781.833496
	Iteration 50Q: 3 clusters Score -1.815828e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -18158382.000000 Penalty: 5781.833496
	Iteration 51Q: 3 clusters Score -1.815838e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -18158392.000000 Penalty: 5781.833496
	Iteration 52Q: 3 clusters Score -1.815839e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -18158458.000000 Penalty: 5781.833496
	Iteration 53Q: 3 clusters Score -1.815846e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -18158516.000000 Penalty: 5781.833496
	Iteration 54Q: 3 clusters Score -1.815852e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -18158590.000000 Penalty: 5781.833496
	Iteration 55Q: 3 clusters Score -1.815859e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -18158680.000000 Penalty: 5781.833496
	Iteration 56Q: 3 clusters Score -1.815868e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -18158806.000000 Penalty: 5781.833496
	Iteration 57Q: 3 clusters Score -1.815881e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -18158834.000000 Penalty: 5781.833496
	Iteration 58Q: 3 clusters Score -1.815883e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -18158874.000000 Penalty: 5781.833496
	Iteration 59Q: 3 clusters Score -1.815887e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -18159090.000000 Penalty: 5781.833496
	Iteration 60F: 3 clusters Score -1.815909e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -18159200.000000 Penalty: 5781.833496
	Iteration 61Q: 3 clusters Score -1.81592e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -18159470.000000 Penalty: 5781.833496
	Iteration 62Q: 3 clusters Score -1.815947e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -18159542.000000 Penalty: 5781.833496
	Iteration 63Q: 3 clusters Score -1.815954e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -18159664.000000 Penalty: 5781.833496
	Iteration 64Q: 3 clusters Score -1.815966e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -18159794.000000 Penalty: 5781.833496
	Iteration 65Q: 3 clusters Score -1.815979e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -18160060.000000 Penalty: 5781.833496
	Iteration 66Q: 3 clusters Score -1.816006e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -18160390.000000 Penalty: 5781.833496
	Iteration 67Q: 3 clusters Score -1.816039e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -18160678.000000 Penalty: 5781.833496
	Iteration 68Q: 3 clusters Score -1.816068e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -18161166.000000 Penalty: 5781.833496
	Iteration 69Q: 3 clusters Score -1.816117e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -18161758.000000 Penalty: 5781.833496
	Iteration 70Q: 3 clusters Score -1.816176e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -18162382.000000 Penalty: 5781.833496
	Iteration 71Q: 3 clusters Score -1.816238e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -18162962.000000 Penalty: 5781.833496
	Iteration 72Q: 3 clusters Score -1.816296e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -18163546.000000 Penalty: 5781.833496
	Iteration 73Q: 3 clusters Score -1.816355e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -18164142.000000 Penalty: 5781.833496
	Iteration 74Q: 3 clusters Score -1.816414e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -18164524.000000 Penalty: 5781.833496
	Iteration 75Q: 3 clusters Score -1.816452e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -18164864.000000 Penalty: 5781.833496
	Iteration 76Q: 3 clusters Score -1.816486e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -18165108.000000 Penalty: 5781.833496
	Iteration 77Q: 3 clusters Score -1.816511e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -18165212.000000 Penalty: 5781.833496
	Iteration 78Q: 3 clusters Score -1.816521e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -18165312.000000 Penalty: 5781.833496
	Iteration 79Q: 3 clusters Score -1.816531e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -18165714.000000 Penalty: 5781.833496
	Iteration 80F: 3 clusters Score -1.816571e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -18165818.000000 Penalty: 5781.833496
	Iteration 81Q: 3 clusters Score -1.816582e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -18165790.000000 Penalty: 5781.833496
	Iteration 82Q: 3 clusters Score -1.816579e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -18165772.000000 Penalty: 5781.833496
	Iteration 83Q: 3 clusters Score -1.816577e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -18165766.000000 Penalty: 5781.833496
	Iteration 84Q: 3 clusters Score -1.816577e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -18165840.000000 Penalty: 5781.833496
	Iteration 85Q: 3 clusters Score -1.816584e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -18165886.000000 Penalty: 5781.833496
	Iteration 86Q: 3 clusters Score -1.816589e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -18165882.000000 Penalty: 5781.833496
	Iteration 87Q: 3 clusters Score -1.816588e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -18165896.000000 Penalty: 5781.833496
	Iteration 88Q: 3 clusters Score -1.81659e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -18165916.000000 Penalty: 5781.833496
	Iteration 89Q: 3 clusters Score -1.816592e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -18165900.000000 Penalty: 5781.833496
	Iteration 90Q: 3 clusters Score -1.81659e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -18165980.000000 Penalty: 5781.833496
	Iteration 91Q: 3 clusters Score -1.816598e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -18165978.000000 Penalty: 5781.833496
	Iteration 92Q: 3 clusters Score -1.816598e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -18165992.000000 Penalty: 5781.833496
	Iteration 93Q: 3 clusters Score -1.816599e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -18166028.000000 Penalty: 5781.833496
	Iteration 94Q: 3 clusters Score -1.816603e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -18166020.000000 Penalty: 5781.833496
	Iteration 95Q: 3 clusters Score -1.816602e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -18166086.000000 Penalty: 5781.833496
	Iteration 96Q: 3 clusters Score -1.816609e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -18166054.000000 Penalty: 5781.833496
	Iteration 97Q: 3 clusters Score -1.816605e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -18166018.000000 Penalty: 5781.833496
	Iteration 98Q: 3 clusters Score -1.816602e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -18166036.000000 Penalty: 5781.833496
	Iteration 99Q: 3 clusters Score -1.816604e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -18166038.000000 Penalty: 5781.833496
	Iteration 100F: 3 clusters Score -1.816604e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -18166012.000000 Penalty: 5781.833496
	Iteration 101Q: 3 clusters Score -1.816601e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -18166018.000000 Penalty: 5781.833496
	Iteration 102Q: 3 clusters Score -1.816602e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -18165994.000000 Penalty: 5781.833496
	Iteration 103Q: 3 clusters Score -1.816599e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -18166012.000000 Penalty: 5781.833496
	Iteration 104Q: 3 clusters Score -1.816601e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -18166000.000000 Penalty: 5781.833496
	Iteration 105Q: 3 clusters Score -1.8166e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -18165970.000000 Penalty: 5781.833496
	Iteration 106Q: 3 clusters Score -1.816597e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -18166010.000000 Penalty: 5781.833496
	Iteration 107Q: 3 clusters Score -1.816601e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -18166012.000000 Penalty: 5781.833496
	Iteration 108Q: 3 clusters Score -1.816601e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -18166026.000000 Penalty: 5781.833496
	Iteration 109Q: 3 clusters Score -1.816603e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -18166048.000000 Penalty: 5781.833496
	Iteration 110Q: 3 clusters Score -1.816605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -18166052.000000 Penalty: 5781.833496
	Iteration 111Q: 3 clusters Score -1.816605e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -18166038.000000 Penalty: 5781.833496
	Iteration 112Q: 3 clusters Score -1.816604e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97861 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -18166074.000000 Penalty: 5781.833496
	Iteration 113Q: 3 clusters Score -1.816607e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -18166054.000000 Penalty: 5781.833496
	Iteration 114Q: 3 clusters Score -1.816605e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -18166074.000000 Penalty: 5781.833496
	Iteration 115Q: 3 clusters Score -1.816607e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -18166064.000000 Penalty: 5781.833496
	Iteration 116Q: 3 clusters Score -1.816606e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -18166042.000000 Penalty: 5781.833496
	Iteration 117Q: 3 clusters Score -1.816604e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -18166076.000000 Penalty: 5781.833496
	Iteration 118Q: 3 clusters Score -1.816608e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -18166058.000000 Penalty: 5781.833496
	Iteration 119Q: 3 clusters Score -1.816606e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -18166060.000000 Penalty: 5781.833496
	Iteration 120F: 3 clusters Score -1.816606e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -18166074.000000 Penalty: 5781.833496
	Iteration 121Q: 3 clusters Score -1.816607e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98784 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -18166038.000000 Penalty: 5781.833496
	Iteration 122Q: 3 clusters Score -1.816604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -18166030.000000 Penalty: 5781.833496
	Iteration 123Q: 3 clusters Score -1.816603e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -18166036.000000 Penalty: 5781.833496
	Iteration 124Q: 3 clusters Score -1.816604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -18166032.000000 Penalty: 5781.833496
	Iteration 125Q: 3 clusters Score -1.816603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -18166046.000000 Penalty: 5781.833496
	Iteration 126Q: 3 clusters Score -1.816605e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99200 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -18166060.000000 Penalty: 5781.833496
	Iteration 127Q: 3 clusters Score -1.816606e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -18166048.000000 Penalty: 5781.833496
	Iteration 128Q: 3 clusters Score -1.816605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -18166058.000000 Penalty: 5781.833496
	Iteration 129Q: 3 clusters Score -1.816606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -18166068.000000 Penalty: 5781.833496
	Iteration 130Q: 3 clusters Score -1.816607e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -18166026.000000 Penalty: 5781.833496
	Iteration 131Q: 3 clusters Score -1.816603e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -18166026.000000 Penalty: 5781.833496
	Iteration 132Q: 3 clusters Score -1.816603e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99754 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -18165998.000000 Penalty: 5781.833496
	Iteration 133Q: 3 clusters Score -1.8166e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -18166008.000000 Penalty: 5781.833496
	Iteration 134Q: 3 clusters Score -1.816601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -18166016.000000 Penalty: 5781.833496
	Iteration 135Q: 3 clusters Score -1.816602e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -18166026.000000 Penalty: 5781.833496
	Iteration 136Q: 3 clusters Score -1.816603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -18165998.000000 Penalty: 5781.833496
	Iteration 137Q: 3 clusters Score -1.8166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -18165992.000000 Penalty: 5781.833496
	Iteration 138Q: 3 clusters Score -1.816599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -18166014.000000 Penalty: 5781.833496
	Iteration 139Q: 3 clusters Score -1.816601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -18165986.000000 Penalty: 5781.833496
	Iteration 140F: 3 clusters Score -1.816599e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -18165964.000000 Penalty: 5781.833496
	Iteration 141Q: 3 clusters Score -1.816596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -18165980.000000 Penalty: 5781.833496
	Iteration 142Q: 3 clusters Score -1.816598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -18165970.000000 Penalty: 5781.833496
	Iteration 143Q: 3 clusters Score -1.816597e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100418 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -18166022.000000 Penalty: 5781.833496
	Iteration 144Q: 3 clusters Score -1.816602e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -18166036.000000 Penalty: 5781.833496
	Iteration 145Q: 3 clusters Score -1.816604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -18166018.000000 Penalty: 5781.833496
	Iteration 146Q: 3 clusters Score -1.816602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -18165986.000000 Penalty: 5781.833496
	Iteration 147Q: 3 clusters Score -1.816599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -18166010.000000 Penalty: 5781.833496
	Iteration 148Q: 3 clusters Score -1.816601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -18165988.000000 Penalty: 5781.833496
	Iteration 149Q: 3 clusters Score -1.816599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -18166016.000000 Penalty: 5781.833496
	Iteration 150Q: 3 clusters Score -1.816602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -18166046.000000 Penalty: 5781.833496
	Iteration 151Q: 3 clusters Score -1.816605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -18166066.000000 Penalty: 5781.833496
	Iteration 152Q: 3 clusters Score -1.816607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -18166078.000000 Penalty: 5781.833496
	Iteration 153Q: 3 clusters Score -1.816608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -18166112.000000 Penalty: 5781.833496
	Iteration 154Q: 3 clusters Score -1.816611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -18166122.000000 Penalty: 5781.833496
	Iteration 155Q: 3 clusters Score -1.816612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -18166150.000000 Penalty: 5781.833496
	Iteration 156Q: 3 clusters Score -1.816615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100795 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -18166144.000000 Penalty: 5781.833496
	Iteration 157Q: 3 clusters Score -1.816614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -18166166.000000 Penalty: 5781.833496
	Iteration 158Q: 3 clusters Score -1.816617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -18166192.000000 Penalty: 5781.833496
	Iteration 159Q: 3 clusters Score -1.816619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -18166186.000000 Penalty: 5781.833496
	Iteration 160F: 3 clusters Score -1.816619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -18166212.000000 Penalty: 5781.833496
	Iteration 161Q: 3 clusters Score -1.816621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -18166208.000000 Penalty: 5781.833496
	Iteration 162Q: 3 clusters Score -1.816621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -18166208.000000 Penalty: 5781.833496
	Iteration 163Q: 3 clusters Score -1.816621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -18166212.000000 Penalty: 5781.833496
	Iteration 164Q: 3 clusters Score -1.816621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -18166230.000000 Penalty: 5781.833496
	Iteration 165Q: 3 clusters Score -1.816623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -18166240.000000 Penalty: 5781.833496
	Iteration 166Q: 3 clusters Score -1.816624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -18166246.000000 Penalty: 5781.833496
	Iteration 167Q: 3 clusters Score -1.816625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -18166280.000000 Penalty: 5781.833496
	Iteration 168Q: 3 clusters Score -1.816628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -18166280.000000 Penalty: 5781.833496
	Iteration 169Q: 3 clusters Score -1.816628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -18166278.000000 Penalty: 5781.833496
	Iteration 170Q: 3 clusters Score -1.816628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -18166286.000000 Penalty: 5781.833496
	Iteration 171Q: 3 clusters Score -1.816629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -18166322.000000 Penalty: 5781.833496
	Iteration 172Q: 3 clusters Score -1.816632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -18166362.000000 Penalty: 5781.833496
	Iteration 173Q: 3 clusters Score -1.816636e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -18166406.000000 Penalty: 5781.833496
	Iteration 174Q: 3 clusters Score -1.816641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -18166438.000000 Penalty: 5781.833496
	Iteration 175Q: 3 clusters Score -1.816644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -18166476.000000 Penalty: 5781.833496
	Iteration 176Q: 3 clusters Score -1.816648e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -18166530.000000 Penalty: 5781.833496
	Iteration 177Q: 3 clusters Score -1.816653e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -18166562.000000 Penalty: 5781.833496
	Iteration 178Q: 3 clusters Score -1.816656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -18166586.000000 Penalty: 5781.833496
	Iteration 179Q: 3 clusters Score -1.816659e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -18166622.000000 Penalty: 5781.833496
	Iteration 180F: 3 clusters Score -1.816662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -18166664.000000 Penalty: 5781.833496
	Iteration 181Q: 3 clusters Score -1.816666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -18166722.000000 Penalty: 5781.833496
	Iteration 182Q: 3 clusters Score -1.816672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -18166730.000000 Penalty: 5781.833496
	Iteration 183Q: 3 clusters Score -1.816673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -18166754.000000 Penalty: 5781.833496
	Iteration 184Q: 3 clusters Score -1.816675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.816676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -18166766.000000 Penalty: 5781.833496
	Iteration 186Q: 3 clusters Score -1.816677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101578 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -18166784.000000 Penalty: 5781.833496
	Iteration 187Q: 3 clusters Score -1.816678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -18166792.000000 Penalty: 5781.833496
	Iteration 188Q: 3 clusters Score -1.816679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -18166796.000000 Penalty: 5781.833496
	Iteration 189Q: 3 clusters Score -1.81668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -18166826.000000 Penalty: 5781.833496
	Iteration 190Q: 3 clusters Score -1.816683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -18166850.000000 Penalty: 5781.833496
	Iteration 191Q: 3 clusters Score -1.816685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -18166862.000000 Penalty: 5781.833496
	Iteration 192Q: 3 clusters Score -1.816686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -18166874.000000 Penalty: 5781.833496
	Iteration 193Q: 3 clusters Score -1.816687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -18166888.000000 Penalty: 5781.833496
	Iteration 194Q: 3 clusters Score -1.816689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -18166924.000000 Penalty: 5781.833496
	Iteration 195Q: 3 clusters Score -1.816692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -18166928.000000 Penalty: 5781.833496
	Iteration 196Q: 3 clusters Score -1.816693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -18166938.000000 Penalty: 5781.833496
	Iteration 197Q: 3 clusters Score -1.816694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -18166944.000000 Penalty: 5781.833496
	Iteration 198Q: 3 clusters Score -1.816694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -18166982.000000 Penalty: 5781.833496
	Iteration 199Q: 3 clusters Score -1.816698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -18166978.000000 Penalty: 5781.833496
	Iteration 200F: 3 clusters Score -1.816698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -18167012.000000 Penalty: 5781.833496
	Iteration 201Q: 3 clusters Score -1.816701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -18167036.000000 Penalty: 5781.833496
	Iteration 202Q: 3 clusters Score -1.816704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -18167032.000000 Penalty: 5781.833496
	Iteration 203Q: 3 clusters Score -1.816703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -18167074.000000 Penalty: 5781.833496
	Iteration 204Q: 3 clusters Score -1.816707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -18167064.000000 Penalty: 5781.833496
	Iteration 205Q: 3 clusters Score -1.816706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -18167060.000000 Penalty: 5781.833496
	Iteration 206Q: 3 clusters Score -1.816706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -18167082.000000 Penalty: 5781.833496
	Iteration 207Q: 3 clusters Score -1.816708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -18167118.000000 Penalty: 5781.833496
	Iteration 208Q: 3 clusters Score -1.816712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -18167144.000000 Penalty: 5781.833496
	Iteration 209Q: 3 clusters Score -1.816714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -18167148.000000 Penalty: 5781.833496
	Iteration 210Q: 3 clusters Score -1.816715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -18167142.000000 Penalty: 5781.833496
	Iteration 211Q: 3 clusters Score -1.816714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -18167166.000000 Penalty: 5781.833496
	Iteration 212Q: 3 clusters Score -1.816717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -18167198.000000 Penalty: 5781.833496
	Iteration 213Q: 3 clusters Score -1.81672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -18167218.000000 Penalty: 5781.833496
	Iteration 214Q: 3 clusters Score -1.816722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -18167228.000000 Penalty: 5781.833496
	Iteration 215Q: 3 clusters Score -1.816723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -18167238.000000 Penalty: 5781.833496
	Iteration 216Q: 3 clusters Score -1.816724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -18167306.000000 Penalty: 5781.833496
	Iteration 217Q: 3 clusters Score -1.816731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -18167344.000000 Penalty: 5781.833496
	Iteration 218Q: 3 clusters Score -1.816734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -18167366.000000 Penalty: 5781.833496
	Iteration 219Q: 3 clusters Score -1.816737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -18167392.000000 Penalty: 5781.833496
	Iteration 220F: 3 clusters Score -1.816739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -18167446.000000 Penalty: 5781.833496
	Iteration 221Q: 3 clusters Score -1.816745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -18167488.000000 Penalty: 5781.833496
	Iteration 222Q: 3 clusters Score -1.816749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -18167528.000000 Penalty: 5781.833496
	Iteration 223Q: 3 clusters Score -1.816753e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -18167562.000000 Penalty: 5781.833496
	Iteration 224Q: 3 clusters Score -1.816756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -18167622.000000 Penalty: 5781.833496
	Iteration 225Q: 3 clusters Score -1.816762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -18167666.000000 Penalty: 5781.833496
	Iteration 226Q: 3 clusters Score -1.816767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102769 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.816768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -18167696.000000 Penalty: 5781.833496
	Iteration 228Q: 3 clusters Score -1.81677e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -18167714.000000 Penalty: 5781.833496
	Iteration 229Q: 3 clusters Score -1.816771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.816773e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -18167722.000000 Penalty: 5781.833496
	Iteration 231Q: 3 clusters Score -1.816772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -18167734.000000 Penalty: 5781.833496
	Iteration 232Q: 3 clusters Score -1.816773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -18167760.000000 Penalty: 5781.833496
	Iteration 233Q: 3 clusters Score -1.816776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -18167772.000000 Penalty: 5781.833496
	Iteration 234Q: 3 clusters Score -1.816777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -18167816.000000 Penalty: 5781.833496
	Iteration 235Q: 3 clusters Score -1.816782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -18167878.000000 Penalty: 5781.833496
	Iteration 236Q: 3 clusters Score -1.816788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -18167934.000000 Penalty: 5781.833496
	Iteration 237Q: 3 clusters Score -1.816793e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -18167966.000000 Penalty: 5781.833496
	Iteration 238Q: 3 clusters Score -1.816797e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -18167980.000000 Penalty: 5781.833496
	Iteration 239Q: 3 clusters Score -1.816798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -18168010.000000 Penalty: 5781.833496
	Iteration 240F: 3 clusters Score -1.816801e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -18168044.000000 Penalty: 5781.833496
	Iteration 241Q: 3 clusters Score -1.816804e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.816809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -18168134.000000 Penalty: 5781.833496
	Iteration 243Q: 3 clusters Score -1.816813e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -18168196.000000 Penalty: 5781.833496
	Iteration 244Q: 3 clusters Score -1.81682e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -18168234.000000 Penalty: 5781.833496
	Iteration 245Q: 3 clusters Score -1.816823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -18168266.000000 Penalty: 5781.833496
	Iteration 246Q: 3 clusters Score -1.816827e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -18168310.000000 Penalty: 5781.833496
	Iteration 247Q: 3 clusters Score -1.816831e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -18168328.000000 Penalty: 5781.833496
	Iteration 248Q: 3 clusters Score -1.816833e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -18168400.000000 Penalty: 5781.833496
	Iteration 249Q: 3 clusters Score -1.81684e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -18168464.000000 Penalty: 5781.833496
	Iteration 250Q: 3 clusters Score -1.816846e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -18168500.000000 Penalty: 5781.833496
	Iteration 251Q: 3 clusters Score -1.81685e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -18168568.000000 Penalty: 5781.833496
	Iteration 252Q: 3 clusters Score -1.816857e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -18168610.000000 Penalty: 5781.833496
	Iteration 253Q: 3 clusters Score -1.816861e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -18168604.000000 Penalty: 5781.833496
	Iteration 254Q: 3 clusters Score -1.81686e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -18168616.000000 Penalty: 5781.833496
	Iteration 255Q: 3 clusters Score -1.816862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -18168640.000000 Penalty: 5781.833496
	Iteration 256Q: 3 clusters Score -1.816864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -18168678.000000 Penalty: 5781.833496
	Iteration 257Q: 3 clusters Score -1.816868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104689 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -18168726.000000 Penalty: 5781.833496
	Iteration 258Q: 3 clusters Score -1.816873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -18168732.000000 Penalty: 5781.833496
	Iteration 259Q: 3 clusters Score -1.816873e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -18168742.000000 Penalty: 5781.833496
	Iteration 260F: 3 clusters Score -1.816874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -18168758.000000 Penalty: 5781.833496
	Iteration 261Q: 3 clusters Score -1.816876e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -18168774.000000 Penalty: 5781.833496
	Iteration 262Q: 3 clusters Score -1.816877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -18168808.000000 Penalty: 5781.833496
	Iteration 263Q: 3 clusters Score -1.816881e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -18168814.000000 Penalty: 5781.833496
	Iteration 264Q: 3 clusters Score -1.816881e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -18168838.000000 Penalty: 5781.833496
	Iteration 265Q: 3 clusters Score -1.816884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -18168870.000000 Penalty: 5781.833496
	Iteration 266Q: 3 clusters Score -1.816887e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -18168898.000000 Penalty: 5781.833496
	Iteration 267Q: 3 clusters Score -1.81689e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -18168926.000000 Penalty: 5781.833496
	Iteration 268Q: 3 clusters Score -1.816893e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -18168912.000000 Penalty: 5781.833496
	Iteration 269Q: 3 clusters Score -1.816891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -18168958.000000 Penalty: 5781.833496
	Iteration 270Q: 3 clusters Score -1.816896e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -18168954.000000 Penalty: 5781.833496
	Iteration 271Q: 3 clusters Score -1.816895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105407 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -18168984.000000 Penalty: 5781.833496
	Iteration 272Q: 3 clusters Score -1.816898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -18168976.000000 Penalty: 5781.833496
	Iteration 273Q: 3 clusters Score -1.816898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -18168998.000000 Penalty: 5781.833496
	Iteration 274Q: 3 clusters Score -1.8169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -18169002.000000 Penalty: 5781.833496
	Iteration 275Q: 3 clusters Score -1.8169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -18169030.000000 Penalty: 5781.833496
	Iteration 276Q: 3 clusters Score -1.816903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -18169022.000000 Penalty: 5781.833496
	Iteration 277Q: 3 clusters Score -1.816902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -18169032.000000 Penalty: 5781.833496
	Iteration 278Q: 3 clusters Score -1.816903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -18169036.000000 Penalty: 5781.833496
	Iteration 279Q: 3 clusters Score -1.816904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -18169044.000000 Penalty: 5781.833496
	Iteration 280F: 3 clusters Score -1.816904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -18169046.000000 Penalty: 5781.833496
	Iteration 281Q: 3 clusters Score -1.816905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -18169066.000000 Penalty: 5781.833496
	Iteration 282Q: 3 clusters Score -1.816907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -18169058.000000 Penalty: 5781.833496
	Iteration 283Q: 3 clusters Score -1.816906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -18169080.000000 Penalty: 5781.833496
	Iteration 284Q: 3 clusters Score -1.816908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -18169084.000000 Penalty: 5781.833496
	Iteration 285Q: 3 clusters Score -1.816908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -18169084.000000 Penalty: 5781.833496
	Iteration 286Q: 3 clusters Score -1.816908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -18169076.000000 Penalty: 5781.833496
	Iteration 287Q: 3 clusters Score -1.816908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -18169092.000000 Penalty: 5781.833496
	Iteration 288Q: 3 clusters Score -1.816909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -18169118.000000 Penalty: 5781.833496
	Iteration 289Q: 3 clusters Score -1.816912e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -18169124.000000 Penalty: 5781.833496
	Iteration 290Q: 3 clusters Score -1.816912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -18169144.000000 Penalty: 5781.833496
	Iteration 291Q: 3 clusters Score -1.816914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -18169164.000000 Penalty: 5781.833496
	Iteration 292Q: 3 clusters Score -1.816916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -18169154.000000 Penalty: 5781.833496
	Iteration 293Q: 3 clusters Score -1.816915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -18169158.000000 Penalty: 5781.833496
	Iteration 294Q: 3 clusters Score -1.816916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -18169184.000000 Penalty: 5781.833496
	Iteration 295Q: 3 clusters Score -1.816918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -18169184.000000 Penalty: 5781.833496
	Iteration 296Q: 3 clusters Score -1.816918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -18169188.000000 Penalty: 5781.833496
	Iteration 297Q: 3 clusters Score -1.816919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -18169182.000000 Penalty: 5781.833496
	Iteration 298Q: 3 clusters Score -1.816918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -18169202.000000 Penalty: 5781.833496
	Iteration 299Q: 3 clusters Score -1.81692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -18169224.000000 Penalty: 5781.833496
	Iteration 300F: 3 clusters Score -1.816922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -18169228.000000 Penalty: 5781.833496
	Iteration 301Q: 3 clusters Score -1.816923e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -18169230.000000 Penalty: 5781.833496
	Iteration 302Q: 3 clusters Score -1.816923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -18169234.000000 Penalty: 5781.833496
	Iteration 303Q: 3 clusters Score -1.816923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -18169246.000000 Penalty: 5781.833496
	Iteration 304Q: 3 clusters Score -1.816925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -18169264.000000 Penalty: 5781.833496
	Iteration 305Q: 3 clusters Score -1.816926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -18169260.000000 Penalty: 5781.833496
	Iteration 306Q: 3 clusters Score -1.816926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -18169266.000000 Penalty: 5781.833496
	Iteration 307Q: 3 clusters Score -1.816927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -18169256.000000 Penalty: 5781.833496
	Iteration 308Q: 3 clusters Score -1.816926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -18169276.000000 Penalty: 5781.833496
	Iteration 309Q: 3 clusters Score -1.816928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -18169272.000000 Penalty: 5781.833496
	Iteration 310Q: 3 clusters Score -1.816927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -18169260.000000 Penalty: 5781.833496
	Iteration 311Q: 3 clusters Score -1.816926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -18169260.000000 Penalty: 5781.833496
	Iteration 312Q: 3 clusters Score -1.816926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -18169252.000000 Penalty: 5781.833496
	Iteration 313Q: 3 clusters Score -1.816925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -18169252.000000 Penalty: 5781.833496
	Iteration 314Q: 3 clusters Score -1.816925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5781.833496
	Iteration 315Q: 3 clusters Score -1.816926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -18169260.000000 Penalty: 5781.833496
	Iteration 316Q: 3 clusters Score -1.816926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5781.833496
	Iteration 317Q: 3 clusters Score -1.816926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -18169258.000000 Penalty: 5781.833496
	Iteration 318F: 3 clusters Score -1.816926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Entering Unmasked Estep 
Score: -1652373.000000 Penalty: 2316.224121
	Iteration 0F: 2 clusters Score -1652373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1643879.375000 Penalty: 4632.448242
	Iteration 0F: 3 clusters Score -1643879 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1646583.625000 Penalty: 4632.448242
	Iteration 1F: 3 clusters Score -1646584 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1647053.000000 Penalty: 4632.448242
	Iteration 2F: 3 clusters Score -1647053 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1647446.125000 Penalty: 4632.448242
	Iteration 3F: 3 clusters Score -1647446 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1647822.000000 Penalty: 4632.448242
	Iteration 4F: 3 clusters Score -1647822 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1648179.250000 Penalty: 4632.448242
	Iteration 5F: 3 clusters Score -1648179 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1648550.875000 Penalty: 4632.448242
	Iteration 6Q: 3 clusters Score -1648551 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1648935.500000 Penalty: 4632.448242
	Iteration 7Q: 3 clusters Score -1648936 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1649243.125000 Penalty: 4632.448242
	Iteration 8Q: 3 clusters Score -1649243 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1649506.750000 Penalty: 4632.448242
	Iteration 9Q: 3 clusters Score -1649507 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1649720.875000 Penalty: 4632.448242
	Iteration 10Q: 3 clusters Score -1649721 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1649905.000000 Penalty: 4632.448242
	Iteration 11Q: 3 clusters Score -1649905 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1650044.250000 Penalty: 4632.448242
	Iteration 12Q: 3 clusters Score -1650044 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1650162.250000 Penalty: 4632.448242
	Iteration 13Q: 3 clusters Score -1650162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1650269.875000 Penalty: 4632.448242
	Iteration 14Q: 3 clusters Score -1650270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1650367.500000 Penalty: 4632.448242
	Iteration 15Q: 3 clusters Score -1650368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1650461.875000 Penalty: 4632.448242
	Iteration 16Q: 3 clusters Score -1650462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1650528.125000 Penalty: 4632.448242
	Iteration 17Q: 3 clusters Score -1650528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1650594.875000 Penalty: 4632.448242
	Iteration 18Q: 3 clusters Score -1650595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1650641.375000 Penalty: 4632.448242
	Iteration 19Q: 3 clusters Score -1650641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1650666.375000 Penalty: 4632.448242
	Iteration 20F: 3 clusters Score -1650666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1650693.750000 Penalty: 4632.448242
	Iteration 21Q: 3 clusters Score -1650694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1650713.375000 Penalty: 4632.448242
	Iteration 22Q: 3 clusters Score -1650713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1650735.250000 Penalty: 4632.448242
	Iteration 23Q: 3 clusters Score -1650735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1650756.375000 Penalty: 4632.448242
	Iteration 24Q: 3 clusters Score -1650756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1650766.250000 Penalty: 4632.448242
	Iteration 25Q: 3 clusters Score -1650766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1650770.375000 Penalty: 4632.448242
	Iteration 26Q: 3 clusters Score -1650770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1650780.875000 Penalty: 4632.448242
	Iteration 27Q: 3 clusters Score -1650781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1650784.000000 Penalty: 4632.448242
	Iteration 28Q: 3 clusters Score -1650784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1650793.500000 Penalty: 4632.448242
	Iteration 29Q: 3 clusters Score -1650794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1650806.625000 Penalty: 4632.448242
	Iteration 30Q: 3 clusters Score -1650807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1650815.500000 Penalty: 4632.448242
	Iteration 31Q: 3 clusters Score -1650816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1650823.500000 Penalty: 4632.448242
	Iteration 32Q: 3 clusters Score -1650824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1650827.875000 Penalty: 4632.448242
	Iteration 33Q: 3 clusters Score -1650828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1650832.125000 Penalty: 4632.448242
	Iteration 34Q: 3 clusters Score -1650832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1650833.750000 Penalty: 4632.448242
	Iteration 35Q: 3 clusters Score -1650834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1650842.250000 Penalty: 4632.448242
	Iteration 36Q: 3 clusters Score -1650842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1650845.875000 Penalty: 4632.448242
	Iteration 37Q: 3 clusters Score -1650846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1650852.875000 Penalty: 4632.448242
	Iteration 38Q: 3 clusters Score -1650853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1650855.750000 Penalty: 4632.448242
	Iteration 39Q: 3 clusters Score -1650856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1650863.500000 Penalty: 4632.448242
	Iteration 40F: 3 clusters Score -1650864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1650875.375000 Penalty: 4632.448242
	Iteration 41Q: 3 clusters Score -1650875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1650879.875000 Penalty: 4632.448242
	Iteration 42Q: 3 clusters Score -1650880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1650891.625000 Penalty: 4632.448242
	Iteration 43Q: 3 clusters Score -1650892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1650900.125000 Penalty: 4632.448242
	Iteration 44Q: 3 clusters Score -1650900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1650908.125000 Penalty: 4632.448242
	Iteration 45Q: 3 clusters Score -1650908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1650912.125000 Penalty: 4632.448242
	Iteration 46Q: 3 clusters Score -1650912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1650916.875000 Penalty: 4632.448242
	Iteration 47Q: 3 clusters Score -1650917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1650920.125000 Penalty: 4632.448242
	Iteration 48Q: 3 clusters Score -1650920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1650924.875000 Penalty: 4632.448242
	Iteration 49Q: 3 clusters Score -1650925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1650932.625000 Penalty: 4632.448242
	Iteration 50Q: 3 clusters Score -1650933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1650926.750000 Penalty: 4632.448242
	Iteration 51Q: 3 clusters Score -1650927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1650925.625000 Penalty: 4632.448242
	Iteration 52Q: 3 clusters Score -1650926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1650927.625000 Penalty: 4632.448242
	Iteration 53Q: 3 clusters Score -1650928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1650927.500000 Penalty: 4632.448242
	Iteration 54Q: 3 clusters Score -1650928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1650931.750000 Penalty: 4632.448242
	Iteration 55Q: 3 clusters Score -1650932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1650934.250000 Penalty: 4632.448242
	Iteration 56Q: 3 clusters Score -1650934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1650933.625000 Penalty: 4632.448242
	Iteration 57Q: 3 clusters Score -1650934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1650934.750000 Penalty: 4632.448242
	Iteration 58Q: 3 clusters Score -1650935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1650937.750000 Penalty: 4632.448242
	Iteration 59Q: 3 clusters Score -1650938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1650939.875000 Penalty: 4632.448242
	Iteration 60F: 3 clusters Score -1650940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1650936.625000 Penalty: 4632.448242
	Iteration 61Q: 3 clusters Score -1650937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1650938.875000 Penalty: 4632.448242
	Iteration 62Q: 3 clusters Score -1650939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1650939.000000 Penalty: 4632.448242
	Iteration 63Q: 3 clusters Score -1650939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1650939.625000 Penalty: 4632.448242
	Iteration 64Q: 3 clusters Score -1650940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1650937.500000 Penalty: 4632.448242
	Iteration 65Q: 3 clusters Score -1650938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1650936.750000 Penalty: 4632.448242
	Iteration 66Q: 3 clusters Score -1650937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1650934.000000 Penalty: 4632.448242
	Iteration 67Q: 3 clusters Score -1650934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1650934.000000 Penalty: 4632.448242
	Iteration 68F: 3 clusters Score -1650934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Entering Unmasked Estep 
Score: -16249626.000000 Penalty: 2862.372559
	Iteration 0F: 2 clusters Score -1.624963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -16185588.000000 Penalty: 5724.745117
	Iteration 0F: 3 clusters Score -1.618559e+07 nChanged 48913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -16214110.000000 Penalty: 5724.745117
	Iteration 1F: 3 clusters Score -1.621411e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -16215968.000000 Penalty: 5724.745117
	Iteration 2Q: 3 clusters Score -1.621597e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -16218818.000000 Penalty: 5724.745117
	Iteration 3F: 3 clusters Score -1.621882e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -16222916.000000 Penalty: 5724.745117
	Iteration 4F: 3 clusters Score -1.622292e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -16227339.000000 Penalty: 5724.745117
	Iteration 5F: 3 clusters Score -1.622734e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -16230928.000000 Penalty: 5724.745117
	Iteration 6F: 3 clusters Score -1.623093e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -16234222.000000 Penalty: 5724.745117
	Iteration 7F: 3 clusters Score -1.623422e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -16237134.000000 Penalty: 5724.745117
	Iteration 8Q: 3 clusters Score -1.623713e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -16239683.000000 Penalty: 5724.745117
	Iteration 9Q: 3 clusters Score -1.623968e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -16241896.000000 Penalty: 5724.745117
	Iteration 10Q: 3 clusters Score -1.62419e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -16243550.000000 Penalty: 5724.745117
	Iteration 11Q: 3 clusters Score -1.624355e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -16244592.000000 Penalty: 5724.745117
	Iteration 12Q: 3 clusters Score -1.624459e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -16245353.000000 Penalty: 5724.745117
	Iteration 13Q: 3 clusters Score -1.624535e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -16245806.000000 Penalty: 5724.745117
	Iteration 14Q: 3 clusters Score -1.624581e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -16246188.000000 Penalty: 5724.745117
	Iteration 15Q: 3 clusters Score -1.624619e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -16246472.000000 Penalty: 5724.745117
	Iteration 16Q: 3 clusters Score -1.624647e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16246668.000000 Penalty: 5724.745117
	Iteration 17Q: 3 clusters Score -1.624667e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -16246842.000000 Penalty: 5724.745117
	Iteration 18Q: 3 clusters Score -1.624684e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -16246990.000000 Penalty: 5724.745117
	Iteration 19Q: 3 clusters Score -1.624699e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16247055.000000 Penalty: 5724.745117
	Iteration 20F: 3 clusters Score -1.624706e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -16247103.000000 Penalty: 5724.745117
	Iteration 21Q: 3 clusters Score -1.62471e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -16247174.000000 Penalty: 5724.745117
	Iteration 22Q: 3 clusters Score -1.624717e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16247245.000000 Penalty: 5724.745117
	Iteration 23Q: 3 clusters Score -1.624724e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16247318.000000 Penalty: 5724.745117
	Iteration 24Q: 3 clusters Score -1.624732e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16247355.000000 Penalty: 5724.745117
	Iteration 25Q: 3 clusters Score -1.624736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16247404.000000 Penalty: 5724.745117
	Iteration 26Q: 3 clusters Score -1.62474e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16247418.000000 Penalty: 5724.745117
	Iteration 27Q: 3 clusters Score -1.624742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16247415.000000 Penalty: 5724.745117
	Iteration 28Q: 3 clusters Score -1.624742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -16247466.000000 Penalty: 5724.745117
	Iteration 29Q: 3 clusters Score -1.624747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16247477.000000 Penalty: 5724.745117
	Iteration 30Q: 3 clusters Score -1.624748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16247504.000000 Penalty: 5724.745117
	Iteration 31Q: 3 clusters Score -1.62475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16247504.000000 Penalty: 5724.745117
	Iteration 32Q: 3 clusters Score -1.62475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -16247518.000000 Penalty: 5724.745117
	Iteration 33Q: 3 clusters Score -1.624752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16247529.000000 Penalty: 5724.745117
	Iteration 34Q: 3 clusters Score -1.624753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16247522.000000 Penalty: 5724.745117
	Iteration 35Q: 3 clusters Score -1.624752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16247527.000000 Penalty: 5724.745117
	Iteration 36Q: 3 clusters Score -1.624753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16247518.000000 Penalty: 5724.745117
	Iteration 37Q: 3 clusters Score -1.624752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16247524.000000 Penalty: 5724.745117
	Iteration 38Q: 3 clusters Score -1.624752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16247528.000000 Penalty: 5724.745117
	Iteration 39Q: 3 clusters Score -1.624753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101580 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16247532.000000 Penalty: 5724.745117
	Iteration 40F: 3 clusters Score -1.624753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16247523.000000 Penalty: 5724.745117
	Iteration 41Q: 3 clusters Score -1.624752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -16247516.000000 Penalty: 5724.745117
	Iteration 42Q: 3 clusters Score -1.624752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16247523.000000 Penalty: 5724.745117
	Iteration 43Q: 3 clusters Score -1.624752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16247534.000000 Penalty: 5724.745117
	Iteration 44Q: 3 clusters Score -1.624753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16247534.000000 Penalty: 5724.745117
	Iteration 45F: 3 clusters Score -1.624753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Entering Unmasked Estep 
Score: -1556600.375000 Penalty: 2297.748047
	Iteration 0F: 2 clusters Score -1556600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1548625.500000 Penalty: 4595.496094
	Iteration 0F: 3 clusters Score -1548626 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1551000.500000 Penalty: 4595.496094
	Iteration 1F: 3 clusters Score -1551000 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1551345.375000 Penalty: 4595.496094
	Iteration 2F: 3 clusters Score -1551345 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1551643.750000 Penalty: 4595.496094
	Iteration 3F: 3 clusters Score -1551644 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1551958.000000 Penalty: 4595.496094
	Iteration 4F: 3 clusters Score -1551958 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1552269.625000 Penalty: 4595.496094
	Iteration 5F: 3 clusters Score -1552270 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1552544.375000 Penalty: 4595.496094
	Iteration 6Q: 3 clusters Score -1552544 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1552848.750000 Penalty: 4595.496094
	Iteration 7Q: 3 clusters Score -1552849 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1553170.000000 Penalty: 4595.496094
	Iteration 8Q: 3 clusters Score -1553170 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1553484.625000 Penalty: 4595.496094
	Iteration 9Q: 3 clusters Score -1553485 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1553727.375000 Penalty: 4595.496094
	Iteration 10Q: 3 clusters Score -1553727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1553957.250000 Penalty: 4595.496094
	Iteration 11Q: 3 clusters Score -1553957 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1554177.375000 Penalty: 4595.496094
	Iteration 12Q: 3 clusters Score -1554177 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1554375.375000 Penalty: 4595.496094
	Iteration 13Q: 3 clusters Score -1554375 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1554518.125000 Penalty: 4595.496094
	Iteration 14Q: 3 clusters Score -1554518 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1554614.125000 Penalty: 4595.496094
	Iteration 15Q: 3 clusters Score -1554614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1554672.250000 Penalty: 4595.496094
	Iteration 16Q: 3 clusters Score -1554672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1554723.625000 Penalty: 4595.496094
	Iteration 17Q: 3 clusters Score -1554724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1554776.375000 Penalty: 4595.496094
	Iteration 18Q: 3 clusters Score -1554776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1554816.500000 Penalty: 4595.496094
	Iteration 19Q: 3 clusters Score -1554816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1554848.250000 Penalty: 4595.496094
	Iteration 20F: 3 clusters Score -1554848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1554868.500000 Penalty: 4595.496094
	Iteration 21Q: 3 clusters Score -1554868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1554892.000000 Penalty: 4595.496094
	Iteration 22Q: 3 clusters Score -1554892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1554908.875000 Penalty: 4595.496094
	Iteration 23Q: 3 clusters Score -1554909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1554920.875000 Penalty: 4595.496094
	Iteration 24Q: 3 clusters Score -1554921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1554933.250000 Penalty: 4595.496094
	Iteration 25Q: 3 clusters Score -1554933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1554945.125000 Penalty: 4595.496094
	Iteration 26Q: 3 clusters Score -1554945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1554960.750000 Penalty: 4595.496094
	Iteration 27Q: 3 clusters Score -1554961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1554976.000000 Penalty: 4595.496094
	Iteration 28Q: 3 clusters Score -1554976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1554990.000000 Penalty: 4595.496094
	Iteration 29Q: 3 clusters Score -1554990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1555010.250000 Penalty: 4595.496094
	Iteration 30Q: 3 clusters Score -1555010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1555017.750000 Penalty: 4595.496094
	Iteration 31Q: 3 clusters Score -1555018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1555029.625000 Penalty: 4595.496094
	Iteration 32Q: 3 clusters Score -1555030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1555035.750000 Penalty: 4595.496094
	Iteration 33Q: 3 clusters Score -1555036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1555042.875000 Penalty: 4595.496094
	Iteration 34Q: 3 clusters Score -1555043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1555050.875000 Penalty: 4595.496094
	Iteration 35Q: 3 clusters Score -1555051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1555064.000000 Penalty: 4595.496094
	Iteration 36Q: 3 clusters Score -1555064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1555069.250000 Penalty: 4595.496094
	Iteration 37Q: 3 clusters Score -1555069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1555074.625000 Penalty: 4595.496094
	Iteration 38Q: 3 clusters Score -1555075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1555079.375000 Penalty: 4595.496094
	Iteration 39Q: 3 clusters Score -1555079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1555087.125000 Penalty: 4595.496094
	Iteration 40F: 3 clusters Score -1555087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1555090.125000 Penalty: 4595.496094
	Iteration 41Q: 3 clusters Score -1555090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1555095.625000 Penalty: 4595.496094
	Iteration 42Q: 3 clusters Score -1555096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1555098.750000 Penalty: 4595.496094
	Iteration 43Q: 3 clusters Score -1555099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1555108.250000 Penalty: 4595.496094
	Iteration 44Q: 3 clusters Score -1555108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1555111.625000 Penalty: 4595.496094
	Iteration 45Q: 3 clusters Score -1555112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1555113.000000 Penalty: 4595.496094
	Iteration 46Q: 3 clusters Score -1555113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1555117.500000 Penalty: 4595.496094
	Iteration 47Q: 3 clusters Score -1555118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1555125.250000 Penalty: 4595.496094
	Iteration 48Q: 3 clusters Score -1555125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1555129.500000 Penalty: 4595.496094
	Iteration 49Q: 3 clusters Score -1555130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1555135.625000 Penalty: 4595.496094
	Iteration 50Q: 3 clusters Score -1555136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1555136.250000 Penalty: 4595.496094
	Iteration 51Q: 3 clusters Score -1555136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1555145.250000 Penalty: 4595.496094
	Iteration 52Q: 3 clusters Score -1555145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1555142.750000 Penalty: 4595.496094
	Iteration 53Q: 3 clusters Score -1555143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1555145.625000 Penalty: 4595.496094
	Iteration 54Q: 3 clusters Score -1555146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1555151.000000 Penalty: 4595.496094
	Iteration 55Q: 3 clusters Score -1555151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1555151.375000 Penalty: 4595.496094
	Iteration 56Q: 3 clusters Score -1555151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1555151.375000 Penalty: 4595.496094
	Iteration 57F: 3 clusters Score -1555151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Entering Unmasked Estep 
Score: -3373940.750000 Penalty: 2474.587891
	Iteration 0F: 2 clusters Score -3373941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3358880.500000 Penalty: 4949.175781
	Iteration 0F: 3 clusters Score -3358880 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3364074.750000 Penalty: 4949.175781
	Iteration 1F: 3 clusters Score -3364075 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3364693.250000 Penalty: 4949.175781
	Iteration 2F: 3 clusters Score -3364693 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3365476.500000 Penalty: 4949.175781
	Iteration 3F: 3 clusters Score -3365476 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3366385.250000 Penalty: 4949.175781
	Iteration 4F: 3 clusters Score -3366385 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3367268.500000 Penalty: 4949.175781
	Iteration 5F: 3 clusters Score -3367268 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3367977.750000 Penalty: 4949.175781
	Iteration 6F: 3 clusters Score -3367978 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3368556.000000 Penalty: 4949.175781
	Iteration 7Q: 3 clusters Score -3368556 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3369056.000000 Penalty: 4949.175781
	Iteration 8Q: 3 clusters Score -3369056 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3369464.250000 Penalty: 4949.175781
	Iteration 9Q: 3 clusters Score -3369464 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3369759.250000 Penalty: 4949.175781
	Iteration 10Q: 3 clusters Score -3369759 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3370034.250000 Penalty: 4949.175781
	Iteration 11Q: 3 clusters Score -3370034 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3370304.000000 Penalty: 4949.175781
	Iteration 12Q: 3 clusters Score -3370304 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3370527.500000 Penalty: 4949.175781
	Iteration 13Q: 3 clusters Score -3370528 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3370742.750000 Penalty: 4949.175781
	Iteration 14Q: 3 clusters Score -3370743 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3370950.000000 Penalty: 4949.175781
	Iteration 15Q: 3 clusters Score -3370950 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3371134.250000 Penalty: 4949.175781
	Iteration 16Q: 3 clusters Score -3371134 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3371290.500000 Penalty: 4949.175781
	Iteration 17Q: 3 clusters Score -3371290 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3371400.500000 Penalty: 4949.175781
	Iteration 18Q: 3 clusters Score -3371400 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3371486.000000 Penalty: 4949.175781
	Iteration 19Q: 3 clusters Score -3371486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3371561.500000 Penalty: 4949.175781
	Iteration 20F: 3 clusters Score -3371562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3371625.750000 Penalty: 4949.175781
	Iteration 21Q: 3 clusters Score -3371626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3371651.250000 Penalty: 4949.175781
	Iteration 22Q: 3 clusters Score -3371651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3371675.500000 Penalty: 4949.175781
	Iteration 23Q: 3 clusters Score -3371676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3371694.000000 Penalty: 4949.175781
	Iteration 24Q: 3 clusters Score -3371694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3371714.000000 Penalty: 4949.175781
	Iteration 25Q: 3 clusters Score -3371714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3371727.500000 Penalty: 4949.175781
	Iteration 26Q: 3 clusters Score -3371728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3371739.250000 Penalty: 4949.175781
	Iteration 27Q: 3 clusters Score -3371739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3371753.000000 Penalty: 4949.175781
	Iteration 28Q: 3 clusters Score -3371753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3371760.000000 Penalty: 4949.175781
	Iteration 29Q: 3 clusters Score -3371760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3371770.750000 Penalty: 4949.175781
	Iteration 30Q: 3 clusters Score -3371771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3371781.500000 Penalty: 4949.175781
	Iteration 31Q: 3 clusters Score -3371782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3371795.750000 Penalty: 4949.175781
	Iteration 32Q: 3 clusters Score -3371796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3371804.500000 Penalty: 4949.175781
	Iteration 33Q: 3 clusters Score -3371804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3371813.500000 Penalty: 4949.175781
	Iteration 34Q: 3 clusters Score -3371814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3371819.750000 Penalty: 4949.175781
	Iteration 35Q: 3 clusters Score -3371820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3371825.500000 Penalty: 4949.175781
	Iteration 36Q: 3 clusters Score -3371826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3371834.000000 Penalty: 4949.175781
	Iteration 37Q: 3 clusters Score -3371834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3371831.250000 Penalty: 4949.175781
	Iteration 38Q: 3 clusters Score -3371831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3371831.250000 Penalty: 4949.175781
	Iteration 39F: 3 clusters Score -3371831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Entering Unmasked Estep 
Score: -2194917.000000 Penalty: 2378.898193
	Iteration 0F: 2 clusters Score -2194917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2184274.750000 Penalty: 4757.796387
	Iteration 0F: 3 clusters Score -2184275 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2187760.250000 Penalty: 4757.796387
	Iteration 1F: 3 clusters Score -2187760 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2188269.500000 Penalty: 4757.796387
	Iteration 2F: 3 clusters Score -2188270 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2188792.000000 Penalty: 4757.796387
	Iteration 3F: 3 clusters Score -2188792 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2189362.250000 Penalty: 4757.796387
	Iteration 4F: 3 clusters Score -2189362 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2189959.250000 Penalty: 4757.796387
	Iteration 5F: 3 clusters Score -2189959 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2190560.250000 Penalty: 4757.796387
	Iteration 6F: 3 clusters Score -2190560 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2191105.500000 Penalty: 4757.796387
	Iteration 7F: 3 clusters Score -2191106 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2191679.500000 Penalty: 4757.796387
	Iteration 8F: 3 clusters Score -2191680 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2192263.250000 Penalty: 4757.796387
	Iteration 9F: 3 clusters Score -2192263 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2192683.000000 Penalty: 4757.796387
	Iteration 10Q: 3 clusters Score -2192683 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2192958.250000 Penalty: 4757.796387
	Iteration 11Q: 3 clusters Score -2192958 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2193120.250000 Penalty: 4757.796387
	Iteration 12Q: 3 clusters Score -2193120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2193242.500000 Penalty: 4757.796387
	Iteration 13Q: 3 clusters Score -2193242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2193292.500000 Penalty: 4757.796387
	Iteration 14Q: 3 clusters Score -2193292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2193330.500000 Penalty: 4757.796387
	Iteration 15Q: 3 clusters Score -2193330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2193352.250000 Penalty: 4757.796387
	Iteration 16Q: 3 clusters Score -2193352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2193369.000000 Penalty: 4757.796387
	Iteration 17Q: 3 clusters Score -2193369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2193385.250000 Penalty: 4757.796387
	Iteration 18Q: 3 clusters Score -2193385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2193404.500000 Penalty: 4757.796387
	Iteration 19Q: 3 clusters Score -2193404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2193406.250000 Penalty: 4757.796387
	Iteration 20F: 3 clusters Score -2193406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2193417.750000 Penalty: 4757.796387
	Iteration 21Q: 3 clusters Score -2193418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2193421.500000 Penalty: 4757.796387
	Iteration 22Q: 3 clusters Score -2193422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2193426.250000 Penalty: 4757.796387
	Iteration 23Q: 3 clusters Score -2193426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2193430.500000 Penalty: 4757.796387
	Iteration 24Q: 3 clusters Score -2193430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2193442.250000 Penalty: 4757.796387
	Iteration 25Q: 3 clusters Score -2193442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2193446.000000 Penalty: 4757.796387
	Iteration 26Q: 3 clusters Score -2193446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2193448.500000 Penalty: 4757.796387
	Iteration 27Q: 3 clusters Score -2193448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2193454.250000 Penalty: 4757.796387
	Iteration 28Q: 3 clusters Score -2193454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2193459.250000 Penalty: 4757.796387
	Iteration 29Q: 3 clusters Score -2193459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2193471.000000 Penalty: 4757.796387
	Iteration 30Q: 3 clusters Score -2193471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2193477.000000 Penalty: 4757.796387
	Iteration 31Q: 3 clusters Score -2193477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2193486.500000 Penalty: 4757.796387
	Iteration 32Q: 3 clusters Score -2193486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2193501.250000 Penalty: 4757.796387
	Iteration 33Q: 3 clusters Score -2193501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2193505.750000 Penalty: 4757.796387
	Iteration 34Q: 3 clusters Score -2193506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2193520.500000 Penalty: 4757.796387
	Iteration 35Q: 3 clusters Score -2193520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2193537.500000 Penalty: 4757.796387
	Iteration 36Q: 3 clusters Score -2193538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2193550.000000 Penalty: 4757.796387
	Iteration 37Q: 3 clusters Score -2193550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2193563.250000 Penalty: 4757.796387
	Iteration 38Q: 3 clusters Score -2193563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2193569.750000 Penalty: 4757.796387
	Iteration 39Q: 3 clusters Score -2193570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2193591.000000 Penalty: 4757.796387
	Iteration 40F: 3 clusters Score -2193591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2193599.250000 Penalty: 4757.796387
	Iteration 41Q: 3 clusters Score -2193599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2193612.250000 Penalty: 4757.796387
	Iteration 42Q: 3 clusters Score -2193612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2193628.750000 Penalty: 4757.796387
	Iteration 43Q: 3 clusters Score -2193629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2193639.250000 Penalty: 4757.796387
	Iteration 44Q: 3 clusters Score -2193639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2193655.000000 Penalty: 4757.796387
	Iteration 45Q: 3 clusters Score -2193655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2193663.750000 Penalty: 4757.796387
	Iteration 46Q: 3 clusters Score -2193664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2193674.750000 Penalty: 4757.796387
	Iteration 47Q: 3 clusters Score -2193675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2193685.250000 Penalty: 4757.796387
	Iteration 48Q: 3 clusters Score -2193685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2193691.000000 Penalty: 4757.796387
	Iteration 49Q: 3 clusters Score -2193691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2193686.750000 Penalty: 4757.796387
	Iteration 50Q: 3 clusters Score -2193687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2193683.750000 Penalty: 4757.796387
	Iteration 51Q: 3 clusters Score -2193684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2193689.000000 Penalty: 4757.796387
	Iteration 52Q: 3 clusters Score -2193689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2193703.000000 Penalty: 4757.796387
	Iteration 53Q: 3 clusters Score -2193703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2193711.500000 Penalty: 4757.796387
	Iteration 54Q: 3 clusters Score -2193712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2193719.250000 Penalty: 4757.796387
	Iteration 55Q: 3 clusters Score -2193719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2193731.500000 Penalty: 4757.796387
	Iteration 56Q: 3 clusters Score -2193732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2193747.500000 Penalty: 4757.796387
	Iteration 57Q: 3 clusters Score -2193748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2193758.750000 Penalty: 4757.796387
	Iteration 58Q: 3 clusters Score -2193759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2193770.500000 Penalty: 4757.796387
	Iteration 59Q: 3 clusters Score -2193770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2193778.500000 Penalty: 4757.796387
	Iteration 60F: 3 clusters Score -2193778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2193793.500000 Penalty: 4757.796387
	Iteration 61Q: 3 clusters Score -2193794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2193801.000000 Penalty: 4757.796387
	Iteration 62Q: 3 clusters Score -2193801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2193820.750000 Penalty: 4757.796387
	Iteration 63Q: 3 clusters Score -2193821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2193820.500000 Penalty: 4757.796387
	Iteration 64Q: 3 clusters Score -2193820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2193822.500000 Penalty: 4757.796387
	Iteration 65Q: 3 clusters Score -2193822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2193829.750000 Penalty: 4757.796387
	Iteration 66Q: 3 clusters Score -2193830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2193842.250000 Penalty: 4757.796387
	Iteration 67Q: 3 clusters Score -2193842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2193845.000000 Penalty: 4757.796387
	Iteration 68Q: 3 clusters Score -2193845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2193838.500000 Penalty: 4757.796387
	Iteration 69Q: 3 clusters Score -2193838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2193843.250000 Penalty: 4757.796387
	Iteration 70Q: 3 clusters Score -2193843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2193850.000000 Penalty: 4757.796387
	Iteration 71Q: 3 clusters Score -2193850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2193857.250000 Penalty: 4757.796387
	Iteration 72Q: 3 clusters Score -2193857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2193862.500000 Penalty: 4757.796387
	Iteration 73Q: 3 clusters Score -2193862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2193871.250000 Penalty: 4757.796387
	Iteration 74Q: 3 clusters Score -2193871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2193876.000000 Penalty: 4757.796387
	Iteration 75Q: 3 clusters Score -2193876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2193875.000000 Penalty: 4757.796387
	Iteration 76Q: 3 clusters Score -2193875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2193876.250000 Penalty: 4757.796387
	Iteration 77Q: 3 clusters Score -2193876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2193881.000000 Penalty: 4757.796387
	Iteration 78Q: 3 clusters Score -2193881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2193881.250000 Penalty: 4757.796387
	Iteration 79Q: 3 clusters Score -2193881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2193882.750000 Penalty: 4757.796387
	Iteration 80F: 3 clusters Score -2193883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2193883.250000 Penalty: 4757.796387
	Iteration 81Q: 3 clusters Score -2193883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2193883.500000 Penalty: 4757.796387
	Iteration 82Q: 3 clusters Score -2193884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2193886.750000 Penalty: 4757.796387
	Iteration 83Q: 3 clusters Score -2193887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2193890.250000 Penalty: 4757.796387
	Iteration 84Q: 3 clusters Score -2193890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2193890.000000 Penalty: 4757.796387
	Iteration 85Q: 3 clusters Score -2193890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2193894.000000 Penalty: 4757.796387
	Iteration 86Q: 3 clusters Score -2193894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2193897.000000 Penalty: 4757.796387
	Iteration 87Q: 3 clusters Score -2193897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2193902.250000 Penalty: 4757.796387
	Iteration 88Q: 3 clusters Score -2193902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2193903.000000 Penalty: 4757.796387
	Iteration 89Q: 3 clusters Score -2193903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2193911.250000 Penalty: 4757.796387
	Iteration 90Q: 3 clusters Score -2193911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2193914.250000 Penalty: 4757.796387
	Iteration 91Q: 3 clusters Score -2193914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2193914.000000 Penalty: 4757.796387
	Iteration 92Q: 3 clusters Score -2193914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2193921.250000 Penalty: 4757.796387
	Iteration 93Q: 3 clusters Score -2193921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2193924.000000 Penalty: 4757.796387
	Iteration 94Q: 3 clusters Score -2193924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2193924.000000 Penalty: 4757.796387
	Iteration 95Q: 3 clusters Score -2193924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2193932.250000 Penalty: 4757.796387
	Iteration 96Q: 3 clusters Score -2193932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2193930.500000 Penalty: 4757.796387
	Iteration 97Q: 3 clusters Score -2193930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2193931.500000 Penalty: 4757.796387
	Iteration 98Q: 3 clusters Score -2193932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2193933.000000 Penalty: 4757.796387
	Iteration 99Q: 3 clusters Score -2193933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2193933.250000 Penalty: 4757.796387
	Iteration 100F: 3 clusters Score -2193933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2193932.250000 Penalty: 4757.796387
	Iteration 101Q: 3 clusters Score -2193932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2193931.250000 Penalty: 4757.796387
	Iteration 102Q: 3 clusters Score -2193931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2193934.250000 Penalty: 4757.796387
	Iteration 103Q: 3 clusters Score -2193934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2193934.250000 Penalty: 4757.796387
	Iteration 104F: 3 clusters Score -2193934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Entering Unmasked Estep 
Score: -9900462.000000 Penalty: 2742.612305
	Iteration 0F: 2 clusters Score -9900462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -9857867.000000 Penalty: 5485.224609
	Iteration 0F: 3 clusters Score -9857867 nChanged 29770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -9874598.000000 Penalty: 5485.224609
	Iteration 1F: 3 clusters Score -9874598 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -9875398.000000 Penalty: 5485.224609
	Iteration 2Q: 3 clusters Score -9875398 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -9876168.000000 Penalty: 5485.224609
	Iteration 3Q: 3 clusters Score -9876168 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -9877067.000000 Penalty: 5485.224609
	Iteration 4Q: 3 clusters Score -9877067 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -9878283.000000 Penalty: 5485.224609
	Iteration 5Q: 3 clusters Score -9878283 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -9879931.000000 Penalty: 5485.224609
	Iteration 6Q: 3 clusters Score -9879931 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -9882222.000000 Penalty: 5485.224609
	Iteration 7F: 3 clusters Score -9882222 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -9885109.000000 Penalty: 5485.224609
	Iteration 8F: 3 clusters Score -9885109 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -9888243.000000 Penalty: 5485.224609
	Iteration 9F: 3 clusters Score -9888243 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -9891167.000000 Penalty: 5485.224609
	Iteration 10F: 3 clusters Score -9891167 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -9893643.000000 Penalty: 5485.224609
	Iteration 11Q: 3 clusters Score -9893643 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -9895325.000000 Penalty: 5485.224609
	Iteration 12Q: 3 clusters Score -9895325 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -9896423.000000 Penalty: 5485.224609
	Iteration 13Q: 3 clusters Score -9896423 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -9897211.000000 Penalty: 5485.224609
	Iteration 14Q: 3 clusters Score -9897211 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -9897687.000000 Penalty: 5485.224609
	Iteration 15Q: 3 clusters Score -9897687 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -9897994.000000 Penalty: 5485.224609
	Iteration 16Q: 3 clusters Score -9897994 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -9898170.000000 Penalty: 5485.224609
	Iteration 17Q: 3 clusters Score -9898170 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -9898268.000000 Penalty: 5485.224609
	Iteration 18Q: 3 clusters Score -9898268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -9898343.000000 Penalty: 5485.224609
	Iteration 19Q: 3 clusters Score -9898343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -9898387.000000 Penalty: 5485.224609
	Iteration 20F: 3 clusters Score -9898387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -9898445.000000 Penalty: 5485.224609
	Iteration 21Q: 3 clusters Score -9898445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -9898491.000000 Penalty: 5485.224609
	Iteration 22Q: 3 clusters Score -9898491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -9898524.000000 Penalty: 5485.224609
	Iteration 23Q: 3 clusters Score -9898524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -9898544.000000 Penalty: 5485.224609
	Iteration 24Q: 3 clusters Score -9898544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -9898563.000000 Penalty: 5485.224609
	Iteration 25Q: 3 clusters Score -9898563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -9898579.000000 Penalty: 5485.224609
	Iteration 26Q: 3 clusters Score -9898579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -9898592.000000 Penalty: 5485.224609
	Iteration 27Q: 3 clusters Score -9898592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -9898617.000000 Penalty: 5485.224609
	Iteration 28Q: 3 clusters Score -9898617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -9898645.000000 Penalty: 5485.224609
	Iteration 29Q: 3 clusters Score -9898645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -9898662.000000 Penalty: 5485.224609
	Iteration 30Q: 3 clusters Score -9898662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -9898694.000000 Penalty: 5485.224609
	Iteration 31Q: 3 clusters Score -9898694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -9898727.000000 Penalty: 5485.224609
	Iteration 32Q: 3 clusters Score -9898727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -9898747.000000 Penalty: 5485.224609
	Iteration 33Q: 3 clusters Score -9898747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -9898768.000000 Penalty: 5485.224609
	Iteration 34Q: 3 clusters Score -9898768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -9898779.000000 Penalty: 5485.224609
	Iteration 35Q: 3 clusters Score -9898779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -9898784.000000 Penalty: 5485.224609
	Iteration 36Q: 3 clusters Score -9898784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -9898788.000000 Penalty: 5485.224609
	Iteration 37Q: 3 clusters Score -9898788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -9898802.000000 Penalty: 5485.224609
	Iteration 38Q: 3 clusters Score -9898802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -9898806.000000 Penalty: 5485.224609
	Iteration 39Q: 3 clusters Score -9898806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -9898819.000000 Penalty: 5485.224609
	Iteration 40F: 3 clusters Score -9898819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -9898821.000000 Penalty: 5485.224609
	Iteration 41Q: 3 clusters Score -9898821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -9898822.000000 Penalty: 5485.224609
	Iteration 42Q: 3 clusters Score -9898822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -9898827.000000 Penalty: 5485.224609
	Iteration 43Q: 3 clusters Score -9898827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -9898831.000000 Penalty: 5485.224609
	Iteration 44Q: 3 clusters Score -9898831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -9898847.000000 Penalty: 5485.224609
	Iteration 45Q: 3 clusters Score -9898847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -9898840.000000 Penalty: 5485.224609
	Iteration 46Q: 3 clusters Score -9898840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -9898844.000000 Penalty: 5485.224609
	Iteration 47Q: 3 clusters Score -9898844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -9898853.000000 Penalty: 5485.224609
	Iteration 48Q: 3 clusters Score -9898853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -9898866.000000 Penalty: 5485.224609
	Iteration 49Q: 3 clusters Score -9898866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -9898858.000000 Penalty: 5485.224609
	Iteration 50Q: 3 clusters Score -9898858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -9898857.000000 Penalty: 5485.224609
	Iteration 51Q: 3 clusters Score -9898857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -9898851.000000 Penalty: 5485.224609
	Iteration 52Q: 3 clusters Score -9898851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -9898859.000000 Penalty: 5485.224609
	Iteration 53Q: 3 clusters Score -9898859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -9898861.000000 Penalty: 5485.224609
	Iteration 54Q: 3 clusters Score -9898861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -9898857.000000 Penalty: 5485.224609
	Iteration 55Q: 3 clusters Score -9898857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -9898851.000000 Penalty: 5485.224609
	Iteration 56Q: 3 clusters Score -9898851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -9898851.000000 Penalty: 5485.224609
	Iteration 57Q: 3 clusters Score -9898851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -9898850.000000 Penalty: 5485.224609
	Iteration 58Q: 3 clusters Score -9898850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -9898850.000000 Penalty: 5485.224609
	Iteration 59F: 3 clusters Score -9898850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -449650.843750 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -449650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -446411.968750 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -446412 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -447230.062500 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -447230.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -447627.375000 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -447627.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -448086.343750 Penalty: 3982.113525
	Iteration 3F: 3 clusters Score -448086.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -448686.250000 Penalty: 3982.113525
	Iteration 4F: 3 clusters Score -448686.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -449131.812500 Penalty: 3982.113525
	Iteration 5F: 3 clusters Score -449131.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -449330.281250 Penalty: 3982.113525
	Iteration 6F: 3 clusters Score -449330.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -449414.687500 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -449414.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449441.000000 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -449441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -449454.250000 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -449454.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -449468.062500 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -449468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -449476.343750 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -449476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -449478.750000 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -449478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -449481.843750 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -449481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -449482.812500 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -449482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -449484.250000 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -449484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -449484.593750 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -449484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -449484.656250 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -449484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -449485.500000 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -449485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -449485.500000 Penalty: 3982.113525
	Iteration 19F: 3 clusters Score -449485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -178439.546875 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -178439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -176378.625000 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -176378.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176692.890625 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -176692.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176768.218750 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -176768.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176815.093750 Penalty: 3520.384277
	Iteration 3Q: 3 clusters Score -176815.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176843.328125 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -176843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176865.656250 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -176865.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -176887.625000 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -176887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176902.218750 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -176902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176907.640625 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -176907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176914.296875 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -176914.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176924.546875 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -176924.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176930.390625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -176930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176931.625000 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -176931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176933.281250 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -176933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176934.281250 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -176934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176936.078125 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -176936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176937.046875 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -176937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -176940.750000 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -176940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -176945.921875 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -176945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -176953.125000 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -176953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -176954.000000 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -176954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Entering Unmasked Estep 
Score: -2080375.000000 Penalty: 2366.295166
	Iteration 0F: 2 clusters Score -2080375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2070217.500000 Penalty: 4732.590332
	Iteration 0F: 3 clusters Score -2070218 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2073617.250000 Penalty: 4732.590332
	Iteration 1F: 3 clusters Score -2073617 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2074172.500000 Penalty: 4732.590332
	Iteration 2F: 3 clusters Score -2074172 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2074675.375000 Penalty: 4732.590332
	Iteration 3F: 3 clusters Score -2074675 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2075149.750000 Penalty: 4732.590332
	Iteration 4F: 3 clusters Score -2075150 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2075619.125000 Penalty: 4732.590332
	Iteration 5F: 3 clusters Score -2075619 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2076031.125000 Penalty: 4732.590332
	Iteration 6Q: 3 clusters Score -2076031 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2076401.875000 Penalty: 4732.590332
	Iteration 7Q: 3 clusters Score -2076402 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2076772.875000 Penalty: 4732.590332
	Iteration 8Q: 3 clusters Score -2076773 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2077109.875000 Penalty: 4732.590332
	Iteration 9Q: 3 clusters Score -2077110 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2077339.750000 Penalty: 4732.590332
	Iteration 10Q: 3 clusters Score -2077340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2077484.500000 Penalty: 4732.590332
	Iteration 11Q: 3 clusters Score -2077484 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2077584.625000 Penalty: 4732.590332
	Iteration 12Q: 3 clusters Score -2077585 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2077653.750000 Penalty: 4732.590332
	Iteration 13Q: 3 clusters Score -2077654 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2077705.250000 Penalty: 4732.590332
	Iteration 14Q: 3 clusters Score -2077705 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2077745.000000 Penalty: 4732.590332
	Iteration 15Q: 3 clusters Score -2077745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2077783.500000 Penalty: 4732.590332
	Iteration 16Q: 3 clusters Score -2077784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2077820.125000 Penalty: 4732.590332
	Iteration 17Q: 3 clusters Score -2077820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2077840.250000 Penalty: 4732.590332
	Iteration 18Q: 3 clusters Score -2077840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2077863.000000 Penalty: 4732.590332
	Iteration 19Q: 3 clusters Score -2077863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2077893.250000 Penalty: 4732.590332
	Iteration 20F: 3 clusters Score -2077893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2077912.625000 Penalty: 4732.590332
	Iteration 21Q: 3 clusters Score -2077913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2077927.625000 Penalty: 4732.590332
	Iteration 22Q: 3 clusters Score -2077928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2077940.625000 Penalty: 4732.590332
	Iteration 23Q: 3 clusters Score -2077941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2077947.500000 Penalty: 4732.590332
	Iteration 24Q: 3 clusters Score -2077948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2077964.250000 Penalty: 4732.590332
	Iteration 25Q: 3 clusters Score -2077964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2077987.375000 Penalty: 4732.590332
	Iteration 26Q: 3 clusters Score -2077987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2078006.625000 Penalty: 4732.590332
	Iteration 27Q: 3 clusters Score -2078007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2078029.875000 Penalty: 4732.590332
	Iteration 28Q: 3 clusters Score -2078030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2078044.250000 Penalty: 4732.590332
	Iteration 29Q: 3 clusters Score -2078044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2078075.375000 Penalty: 4732.590332
	Iteration 30Q: 3 clusters Score -2078075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2078094.500000 Penalty: 4732.590332
	Iteration 31Q: 3 clusters Score -2078094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2078121.000000 Penalty: 4732.590332
	Iteration 32Q: 3 clusters Score -2078121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2078142.500000 Penalty: 4732.590332
	Iteration 33Q: 3 clusters Score -2078142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2078161.500000 Penalty: 4732.590332
	Iteration 34Q: 3 clusters Score -2078162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2078185.875000 Penalty: 4732.590332
	Iteration 35Q: 3 clusters Score -2078186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2078209.500000 Penalty: 4732.590332
	Iteration 36Q: 3 clusters Score -2078210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2078238.625000 Penalty: 4732.590332
	Iteration 37Q: 3 clusters Score -2078239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2078273.875000 Penalty: 4732.590332
	Iteration 38Q: 3 clusters Score -2078274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2078305.375000 Penalty: 4732.590332
	Iteration 39Q: 3 clusters Score -2078305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2078355.625000 Penalty: 4732.590332
	Iteration 40F: 3 clusters Score -2078356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2078408.750000 Penalty: 4732.590332
	Iteration 41Q: 3 clusters Score -2078409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2078441.125000 Penalty: 4732.590332
	Iteration 42Q: 3 clusters Score -2078441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2078474.500000 Penalty: 4732.590332
	Iteration 43Q: 3 clusters Score -2078474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2078501.750000 Penalty: 4732.590332
	Iteration 44Q: 3 clusters Score -2078502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2078536.000000 Penalty: 4732.590332
	Iteration 45Q: 3 clusters Score -2078536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2078569.875000 Penalty: 4732.590332
	Iteration 46Q: 3 clusters Score -2078570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2078598.375000 Penalty: 4732.590332
	Iteration 47Q: 3 clusters Score -2078598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2078628.000000 Penalty: 4732.590332
	Iteration 48Q: 3 clusters Score -2078628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2078660.375000 Penalty: 4732.590332
	Iteration 49Q: 3 clusters Score -2078660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2078694.625000 Penalty: 4732.590332
	Iteration 50Q: 3 clusters Score -2078695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2078725.375000 Penalty: 4732.590332
	Iteration 51Q: 3 clusters Score -2078725 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2078746.250000 Penalty: 4732.590332
	Iteration 52Q: 3 clusters Score -2078746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2078769.500000 Penalty: 4732.590332
	Iteration 53Q: 3 clusters Score -2078770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2078794.000000 Penalty: 4732.590332
	Iteration 54Q: 3 clusters Score -2078794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2078811.250000 Penalty: 4732.590332
	Iteration 55Q: 3 clusters Score -2078811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2078826.500000 Penalty: 4732.590332
	Iteration 56Q: 3 clusters Score -2078826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2078837.250000 Penalty: 4732.590332
	Iteration 57Q: 3 clusters Score -2078837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2078843.250000 Penalty: 4732.590332
	Iteration 58Q: 3 clusters Score -2078843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2078850.000000 Penalty: 4732.590332
	Iteration 59Q: 3 clusters Score -2078850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2078857.750000 Penalty: 4732.590332
	Iteration 60F: 3 clusters Score -2078858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2078862.750000 Penalty: 4732.590332
	Iteration 61Q: 3 clusters Score -2078863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2078873.250000 Penalty: 4732.590332
	Iteration 62Q: 3 clusters Score -2078873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2078878.750000 Penalty: 4732.590332
	Iteration 63Q: 3 clusters Score -2078879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2078891.250000 Penalty: 4732.590332
	Iteration 64Q: 3 clusters Score -2078891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2078895.000000 Penalty: 4732.590332
	Iteration 65Q: 3 clusters Score -2078895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2078901.000000 Penalty: 4732.590332
	Iteration 66Q: 3 clusters Score -2078901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2078914.625000 Penalty: 4732.590332
	Iteration 67Q: 3 clusters Score -2078915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2078930.750000 Penalty: 4732.590332
	Iteration 68Q: 3 clusters Score -2078931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2078939.750000 Penalty: 4732.590332
	Iteration 69Q: 3 clusters Score -2078940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2078950.125000 Penalty: 4732.590332
	Iteration 70Q: 3 clusters Score -2078950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2078953.000000 Penalty: 4732.590332
	Iteration 71Q: 3 clusters Score -2078953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2078967.250000 Penalty: 4732.590332
	Iteration 72Q: 3 clusters Score -2078967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2078986.875000 Penalty: 4732.590332
	Iteration 73Q: 3 clusters Score -2078987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2078991.500000 Penalty: 4732.590332
	Iteration 74Q: 3 clusters Score -2078992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2078996.500000 Penalty: 4732.590332
	Iteration 75Q: 3 clusters Score -2078996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2078999.500000 Penalty: 4732.590332
	Iteration 76Q: 3 clusters Score -2079000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2079010.875000 Penalty: 4732.590332
	Iteration 77Q: 3 clusters Score -2079011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2079011.750000 Penalty: 4732.590332
	Iteration 78Q: 3 clusters Score -2079012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2079021.250000 Penalty: 4732.590332
	Iteration 79Q: 3 clusters Score -2079021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2079021.125000 Penalty: 4732.590332
	Iteration 80F: 3 clusters Score -2079021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2079027.125000 Penalty: 4732.590332
	Iteration 81Q: 3 clusters Score -2079027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2079033.125000 Penalty: 4732.590332
	Iteration 82Q: 3 clusters Score -2079033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2079042.250000 Penalty: 4732.590332
	Iteration 83Q: 3 clusters Score -2079042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2079048.000000 Penalty: 4732.590332
	Iteration 84Q: 3 clusters Score -2079048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2079056.250000 Penalty: 4732.590332
	Iteration 85Q: 3 clusters Score -2079056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2079067.750000 Penalty: 4732.590332
	Iteration 86Q: 3 clusters Score -2079068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2079074.375000 Penalty: 4732.590332
	Iteration 87Q: 3 clusters Score -2079074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2079087.625000 Penalty: 4732.590332
	Iteration 88Q: 3 clusters Score -2079088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2079099.625000 Penalty: 4732.590332
	Iteration 89Q: 3 clusters Score -2079100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2079111.500000 Penalty: 4732.590332
	Iteration 90Q: 3 clusters Score -2079112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2079124.875000 Penalty: 4732.590332
	Iteration 91Q: 3 clusters Score -2079125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2079134.375000 Penalty: 4732.590332
	Iteration 92Q: 3 clusters Score -2079134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2079147.875000 Penalty: 4732.590332
	Iteration 93Q: 3 clusters Score -2079148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2079152.625000 Penalty: 4732.590332
	Iteration 94Q: 3 clusters Score -2079153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2079163.750000 Penalty: 4732.590332
	Iteration 95Q: 3 clusters Score -2079164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2079164.750000 Penalty: 4732.590332
	Iteration 96Q: 3 clusters Score -2079165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2079163.375000 Penalty: 4732.590332
	Iteration 97Q: 3 clusters Score -2079163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2079167.125000 Penalty: 4732.590332
	Iteration 98Q: 3 clusters Score -2079167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2079177.250000 Penalty: 4732.590332
	Iteration 99Q: 3 clusters Score -2079177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2079175.500000 Penalty: 4732.590332
	Iteration 100F: 3 clusters Score -2079176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2079180.250000 Penalty: 4732.590332
	Iteration 101Q: 3 clusters Score -2079180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2079182.375000 Penalty: 4732.590332
	Iteration 102Q: 3 clusters Score -2079182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2079191.375000 Penalty: 4732.590332
	Iteration 103Q: 3 clusters Score -2079191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2079188.500000 Penalty: 4732.590332
	Iteration 104Q: 3 clusters Score -2079188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2079196.375000 Penalty: 4732.590332
	Iteration 105Q: 3 clusters Score -2079196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2079189.000000 Penalty: 4732.590332
	Iteration 106Q: 3 clusters Score -2079189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2079194.625000 Penalty: 4732.590332
	Iteration 107Q: 3 clusters Score -2079195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2079194.125000 Penalty: 4732.590332
	Iteration 108Q: 3 clusters Score -2079194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2079195.625000 Penalty: 4732.590332
	Iteration 109Q: 3 clusters Score -2079196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2079195.250000 Penalty: 4732.590332
	Iteration 110Q: 3 clusters Score -2079195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2079199.625000 Penalty: 4732.590332
	Iteration 111Q: 3 clusters Score -2079200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2079197.250000 Penalty: 4732.590332
	Iteration 112Q: 3 clusters Score -2079197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2079196.875000 Penalty: 4732.590332
	Iteration 113Q: 3 clusters Score -2079197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2079198.375000 Penalty: 4732.590332
	Iteration 114Q: 3 clusters Score -2079198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2079201.000000 Penalty: 4732.590332
	Iteration 115Q: 3 clusters Score -2079201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2079201.625000 Penalty: 4732.590332
	Iteration 116Q: 3 clusters Score -2079202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2079202.875000 Penalty: 4732.590332
	Iteration 117Q: 3 clusters Score -2079203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2079200.625000 Penalty: 4732.590332
	Iteration 118Q: 3 clusters Score -2079201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2079201.625000 Penalty: 4732.590332
	Iteration 119Q: 3 clusters Score -2079202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2079199.375000 Penalty: 4732.590332
	Iteration 120F: 3 clusters Score -2079199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2079199.875000 Penalty: 4732.590332
	Iteration 121Q: 3 clusters Score -2079200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2079199.625000 Penalty: 4732.590332
	Iteration 122Q: 3 clusters Score -2079200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2079202.750000 Penalty: 4732.590332
	Iteration 123Q: 3 clusters Score -2079203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2079200.125000 Penalty: 4732.590332
	Iteration 124Q: 3 clusters Score -2079200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2079205.125000 Penalty: 4732.590332
	Iteration 125Q: 3 clusters Score -2079205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2079205.125000 Penalty: 4732.590332
	Iteration 126Q: 3 clusters Score -2079205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2079205.375000 Penalty: 4732.590332
	Iteration 127Q: 3 clusters Score -2079205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2079205.375000 Penalty: 4732.590332
	Iteration 128F: 3 clusters Score -2079205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -765947.875000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -765947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -761373.187500 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -761373.2 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -762470.937500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -762470.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -762678.312500 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -762678.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -762832.562500 Penalty: 4232.205566
	Iteration 3Q: 3 clusters Score -762832.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -762963.625000 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -762963.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -763108.437500 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -763108.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -763297.562500 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -763297.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -763548.375000 Penalty: 4232.205566
	Iteration 7F: 3 clusters Score -763548.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -763843.625000 Penalty: 4232.205566
	Iteration 8F: 3 clusters Score -763843.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -764154.562500 Penalty: 4232.205566
	Iteration 9F: 3 clusters Score -764154.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -764469.375000 Penalty: 4232.205566
	Iteration 10F: 3 clusters Score -764469.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -764795.750000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -764795.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -765185.125000 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -765185.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -765556.562500 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -765556.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -765721.187500 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -765721.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -765800.437500 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -765800.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -765839.375000 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -765839.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -765856.187500 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -765856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -765867.750000 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -765867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -765874.875000 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -765874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -765877.125000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -765877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -765879.000000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -765879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -765879.875000 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -765879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -765884.312500 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -765884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -765885.937500 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -765885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -765886.875000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -765886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -765886.937500 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -765886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -765886.937500 Penalty: 4232.205566
	Iteration 27F: 3 clusters Score -765886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -106536.320312 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -106536.3 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 343 members 
Entering Unmasked Estep 
Score: -104848.070312 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -104848.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105041.992188 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -105042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105092.859375 Penalty: 3243.634766
	Iteration 2Q: 3 clusters Score -105092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105120.492188 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -105120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105132.367188 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -105132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105135.796875 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -105135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105137.085938 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -105137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105137.085938 Penalty: 3243.634766
	Iteration 7F: 3 clusters Score -105137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Entering Unmasked Estep 
Score: -4506914.000000 Penalty: 2546.694336
	Iteration 0F: 2 clusters Score -4506914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4487043.000000 Penalty: 5093.388672
	Iteration 0F: 3 clusters Score -4487043 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4494134.000000 Penalty: 5093.388672
	Iteration 1F: 3 clusters Score -4494134 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4494672.500000 Penalty: 5093.388672
	Iteration 2Q: 3 clusters Score -4494672 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4495246.000000 Penalty: 5093.388672
	Iteration 3Q: 3 clusters Score -4495246 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4495892.500000 Penalty: 5093.388672
	Iteration 4F: 3 clusters Score -4495892 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4496660.500000 Penalty: 5093.388672
	Iteration 5F: 3 clusters Score -4496660 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4497453.000000 Penalty: 5093.388672
	Iteration 6F: 3 clusters Score -4497453 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4498264.000000 Penalty: 5093.388672
	Iteration 7F: 3 clusters Score -4498264 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4499041.500000 Penalty: 5093.388672
	Iteration 8F: 3 clusters Score -4499042 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4499777.500000 Penalty: 5093.388672
	Iteration 9Q: 3 clusters Score -4499778 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4500426.500000 Penalty: 5093.388672
	Iteration 10Q: 3 clusters Score -4500426 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -4501016.500000 Penalty: 5093.388672
	Iteration 11Q: 3 clusters Score -4501016 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4501555.000000 Penalty: 5093.388672
	Iteration 12Q: 3 clusters Score -4501555 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4502046.000000 Penalty: 5093.388672
	Iteration 13Q: 3 clusters Score -4502046 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4502489.500000 Penalty: 5093.388672
	Iteration 14Q: 3 clusters Score -4502490 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4502907.500000 Penalty: 5093.388672
	Iteration 15Q: 3 clusters Score -4502908 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4503236.500000 Penalty: 5093.388672
	Iteration 16Q: 3 clusters Score -4503236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4503467.000000 Penalty: 5093.388672
	Iteration 17Q: 3 clusters Score -4503467 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4503699.000000 Penalty: 5093.388672
	Iteration 18Q: 3 clusters Score -4503699 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4503902.500000 Penalty: 5093.388672
	Iteration 19Q: 3 clusters Score -4503902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4504080.000000 Penalty: 5093.388672
	Iteration 20F: 3 clusters Score -4504080 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4504253.000000 Penalty: 5093.388672
	Iteration 21Q: 3 clusters Score -4504253 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4504381.500000 Penalty: 5093.388672
	Iteration 22Q: 3 clusters Score -4504382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4504452.000000 Penalty: 5093.388672
	Iteration 23Q: 3 clusters Score -4504452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4504508.500000 Penalty: 5093.388672
	Iteration 24Q: 3 clusters Score -4504508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4504549.000000 Penalty: 5093.388672
	Iteration 25Q: 3 clusters Score -4504549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4504586.500000 Penalty: 5093.388672
	Iteration 26Q: 3 clusters Score -4504586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4504614.000000 Penalty: 5093.388672
	Iteration 27Q: 3 clusters Score -4504614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4504636.000000 Penalty: 5093.388672
	Iteration 28Q: 3 clusters Score -4504636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4504647.000000 Penalty: 5093.388672
	Iteration 29Q: 3 clusters Score -4504647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4504653.500000 Penalty: 5093.388672
	Iteration 30Q: 3 clusters Score -4504654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4504664.000000 Penalty: 5093.388672
	Iteration 31Q: 3 clusters Score -4504664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4504672.000000 Penalty: 5093.388672
	Iteration 32Q: 3 clusters Score -4504672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4504682.500000 Penalty: 5093.388672
	Iteration 33Q: 3 clusters Score -4504682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4504696.500000 Penalty: 5093.388672
	Iteration 34Q: 3 clusters Score -4504696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4504695.000000 Penalty: 5093.388672
	Iteration 35Q: 3 clusters Score -4504695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4504703.000000 Penalty: 5093.388672
	Iteration 36Q: 3 clusters Score -4504703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4504708.500000 Penalty: 5093.388672
	Iteration 37Q: 3 clusters Score -4504708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4504712.500000 Penalty: 5093.388672
	Iteration 38Q: 3 clusters Score -4504712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4504724.500000 Penalty: 5093.388672
	Iteration 39Q: 3 clusters Score -4504724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4504726.000000 Penalty: 5093.388672
	Iteration 40F: 3 clusters Score -4504726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4504729.500000 Penalty: 5093.388672
	Iteration 41Q: 3 clusters Score -4504730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4504731.000000 Penalty: 5093.388672
	Iteration 42Q: 3 clusters Score -4504731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4504737.000000 Penalty: 5093.388672
	Iteration 43Q: 3 clusters Score -4504737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4504741.500000 Penalty: 5093.388672
	Iteration 44Q: 3 clusters Score -4504742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4504744.000000 Penalty: 5093.388672
	Iteration 45Q: 3 clusters Score -4504744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4504743.500000 Penalty: 5093.388672
	Iteration 46Q: 3 clusters Score -4504744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4504743.500000 Penalty: 5093.388672
	Iteration 47F: 3 clusters Score -4504744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -737951.187500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -737951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -733499.000000 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -733499 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -734643.375000 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -734643.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -734948.437500 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -734948.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -735219.312500 Penalty: 4214.811035
	Iteration 3F: 3 clusters Score -735219.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -735423.375000 Penalty: 4214.811035
	Iteration 4F: 3 clusters Score -735423.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -735605.750000 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -735605.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -735744.125000 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -735744.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -735860.125000 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -735860.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -735953.625000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -735953.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -736018.812500 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -736018.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -736075.750000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -736075.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -736125.312500 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -736125.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -736176.062500 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -736176.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -736208.625000 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -736208.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -736240.375000 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -736240.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -736266.000000 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -736266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -736286.750000 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -736286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -736298.125000 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -736298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -736309.000000 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -736309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -736321.687500 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -736321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -736328.500000 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -736328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -736333.125000 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -736333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -736341.687500 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -736341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -736348.437500 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -736348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -736352.875000 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -736352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -736360.562500 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -736360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -736366.625000 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -736366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -736371.562500 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -736371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -736374.562500 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -736374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -736376.937500 Penalty: 4214.811035
	Iteration 29Q: 3 clusters Score -736376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -736380.062500 Penalty: 4214.811035
	Iteration 30Q: 3 clusters Score -736380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -736382.687500 Penalty: 4214.811035
	Iteration 31Q: 3 clusters Score -736382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -736384.375000 Penalty: 4214.811035
	Iteration 32Q: 3 clusters Score -736384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -736384.125000 Penalty: 4214.811035
	Iteration 33Q: 3 clusters Score -736384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -736384.125000 Penalty: 4214.811035
	Iteration 34F: 3 clusters Score -736384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -163308.421875 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -163308.4 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 555 members 
Entering Unmasked Estep 
Score: -161327.562500 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -161327.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161656.015625 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -161656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161754.953125 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -161755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -161812.265625 Penalty: 3465.795166
	Iteration 3Q: 3 clusters Score -161812.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161841.093750 Penalty: 3465.795166
	Iteration 4Q: 3 clusters Score -161841.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161867.265625 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -161867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161879.187500 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -161879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161885.156250 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -161885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161894.578125 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -161894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161910.187500 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -161910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161924.921875 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -161924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161933.109375 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -161933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161947.390625 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -161947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161962.390625 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -161962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -161972.531250 Penalty: 3465.795166
	Iteration 14Q: 3 clusters Score -161972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161979.343750 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -161979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161987.203125 Penalty: 3465.795166
	Iteration 16Q: 3 clusters Score -161987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161998.343750 Penalty: 3465.795166
	Iteration 17Q: 3 clusters Score -161998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162012.406250 Penalty: 3465.795166
	Iteration 18Q: 3 clusters Score -162012.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -162040.906250 Penalty: 3465.795166
	Iteration 19Q: 3 clusters Score -162040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -162079.296875 Penalty: 3465.795166
	Iteration 20F: 3 clusters Score -162079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162175.250000 Penalty: 3465.795166
	Iteration 21Q: 3 clusters Score -162175.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162431.359375 Penalty: 3465.795166
	Iteration 22Q: 3 clusters Score -162431.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162709.156250 Penalty: 3465.795166
	Iteration 23Q: 3 clusters Score -162709.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163282.125000 Penalty: 3465.795166
	Iteration 24F: 3 clusters Score -163282.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163383.640625 Penalty: 3465.795166
	Iteration 25Q: 3 clusters Score -163383.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -163429.281250 Penalty: 3465.795166
	Iteration 26Q: 3 clusters Score -163429.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163452.890625 Penalty: 3465.795166
	Iteration 27Q: 3 clusters Score -163452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163461.953125 Penalty: 3465.795166
	Iteration 28Q: 3 clusters Score -163462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163469.156250 Penalty: 3465.795166
	Iteration 29Q: 3 clusters Score -163469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -163469.156250 Penalty: 3465.795166
	Iteration 30F: 3 clusters Score -163469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35150 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 708 members 
Entering Unmasked Estep 
Score: -120408872.000000 Penalty: 151630.234375
Splitting cluster 19 changes total score from -120410440.000000 to -120408872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -55825.960938 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -55825.96 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 215 members 
Entering Unmasked Estep 
Score: -54431.429688 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -54431.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54616.683594 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -54616.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54667.500000 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -54667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54700.957031 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -54700.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54725.003906 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -54725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54754.578125 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -54754.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54770.539062 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -54770.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54775.164062 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -54775.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54775.164062 Penalty: 2986.427490
	Iteration 8F: 3 clusters Score -54775.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Entering Unmasked Estep 
Score: -3375508.750000 Penalty: 2476.445312
	Iteration 0F: 2 clusters Score -3375509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3360388.750000 Penalty: 4952.890625
	Iteration 0F: 3 clusters Score -3360389 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3365598.000000 Penalty: 4952.890625
	Iteration 1F: 3 clusters Score -3365598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3366026.000000 Penalty: 4952.890625
	Iteration 2F: 3 clusters Score -3366026 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3366406.750000 Penalty: 4952.890625
	Iteration 3Q: 3 clusters Score -3366407 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3366735.500000 Penalty: 4952.890625
	Iteration 4Q: 3 clusters Score -3366736 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3367008.000000 Penalty: 4952.890625
	Iteration 5Q: 3 clusters Score -3367008 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3367257.750000 Penalty: 4952.890625
	Iteration 6Q: 3 clusters Score -3367258 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3367565.500000 Penalty: 4952.890625
	Iteration 7Q: 3 clusters Score -3367566 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3367888.750000 Penalty: 4952.890625
	Iteration 8Q: 3 clusters Score -3367889 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3368324.250000 Penalty: 4952.890625
	Iteration 9Q: 3 clusters Score -3368324 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3368833.500000 Penalty: 4952.890625
	Iteration 10Q: 3 clusters Score -3368834 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3369400.750000 Penalty: 4952.890625
	Iteration 11Q: 3 clusters Score -3369401 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3369921.500000 Penalty: 4952.890625
	Iteration 12Q: 3 clusters Score -3369922 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3370354.500000 Penalty: 4952.890625
	Iteration 13Q: 3 clusters Score -3370354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3370708.000000 Penalty: 4952.890625
	Iteration 14Q: 3 clusters Score -3370708 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3370978.000000 Penalty: 4952.890625
	Iteration 15Q: 3 clusters Score -3370978 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3371197.250000 Penalty: 4952.890625
	Iteration 16Q: 3 clusters Score -3371197 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3371388.500000 Penalty: 4952.890625
	Iteration 17Q: 3 clusters Score -3371388 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3371566.750000 Penalty: 4952.890625
	Iteration 18Q: 3 clusters Score -3371567 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3371761.750000 Penalty: 4952.890625
	Iteration 19Q: 3 clusters Score -3371762 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3371964.250000 Penalty: 4952.890625
	Iteration 20F: 3 clusters Score -3371964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3372132.000000 Penalty: 4952.890625
	Iteration 21Q: 3 clusters Score -3372132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3372267.250000 Penalty: 4952.890625
	Iteration 22Q: 3 clusters Score -3372267 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3372396.000000 Penalty: 4952.890625
	Iteration 23Q: 3 clusters Score -3372396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3372489.250000 Penalty: 4952.890625
	Iteration 24Q: 3 clusters Score -3372489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3372573.500000 Penalty: 4952.890625
	Iteration 25Q: 3 clusters Score -3372574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3372630.500000 Penalty: 4952.890625
	Iteration 26Q: 3 clusters Score -3372630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3372685.750000 Penalty: 4952.890625
	Iteration 27Q: 3 clusters Score -3372686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3372737.500000 Penalty: 4952.890625
	Iteration 28Q: 3 clusters Score -3372738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3372756.500000 Penalty: 4952.890625
	Iteration 29Q: 3 clusters Score -3372756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3372794.250000 Penalty: 4952.890625
	Iteration 30Q: 3 clusters Score -3372794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3372823.250000 Penalty: 4952.890625
	Iteration 31Q: 3 clusters Score -3372823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3372852.500000 Penalty: 4952.890625
	Iteration 32Q: 3 clusters Score -3372852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3372878.250000 Penalty: 4952.890625
	Iteration 33Q: 3 clusters Score -3372878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3372893.250000 Penalty: 4952.890625
	Iteration 34Q: 3 clusters Score -3372893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3372895.750000 Penalty: 4952.890625
	Iteration 35Q: 3 clusters Score -3372896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3372904.500000 Penalty: 4952.890625
	Iteration 36Q: 3 clusters Score -3372904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3372926.500000 Penalty: 4952.890625
	Iteration 37Q: 3 clusters Score -3372926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3372939.500000 Penalty: 4952.890625
	Iteration 38Q: 3 clusters Score -3372940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3372952.750000 Penalty: 4952.890625
	Iteration 39Q: 3 clusters Score -3372953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3372965.500000 Penalty: 4952.890625
	Iteration 40F: 3 clusters Score -3372966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3372985.500000 Penalty: 4952.890625
	Iteration 41Q: 3 clusters Score -3372986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3373001.000000 Penalty: 4952.890625
	Iteration 42Q: 3 clusters Score -3373001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3373010.000000 Penalty: 4952.890625
	Iteration 43Q: 3 clusters Score -3373010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3373022.500000 Penalty: 4952.890625
	Iteration 44Q: 3 clusters Score -3373022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3373040.250000 Penalty: 4952.890625
	Iteration 45Q: 3 clusters Score -3373040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3373047.500000 Penalty: 4952.890625
	Iteration 46Q: 3 clusters Score -3373048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3373066.500000 Penalty: 4952.890625
	Iteration 47Q: 3 clusters Score -3373066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3373078.000000 Penalty: 4952.890625
	Iteration 48Q: 3 clusters Score -3373078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3373091.000000 Penalty: 4952.890625
	Iteration 49Q: 3 clusters Score -3373091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3373105.500000 Penalty: 4952.890625
	Iteration 50Q: 3 clusters Score -3373106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3373111.500000 Penalty: 4952.890625
	Iteration 51Q: 3 clusters Score -3373112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3373120.000000 Penalty: 4952.890625
	Iteration 52Q: 3 clusters Score -3373120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3373128.750000 Penalty: 4952.890625
	Iteration 53Q: 3 clusters Score -3373129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3373145.500000 Penalty: 4952.890625
	Iteration 54Q: 3 clusters Score -3373146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3373143.250000 Penalty: 4952.890625
	Iteration 55Q: 3 clusters Score -3373143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3373154.750000 Penalty: 4952.890625
	Iteration 56Q: 3 clusters Score -3373155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3373155.250000 Penalty: 4952.890625
	Iteration 57Q: 3 clusters Score -3373155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3373164.250000 Penalty: 4952.890625
	Iteration 58Q: 3 clusters Score -3373164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3373176.250000 Penalty: 4952.890625
	Iteration 59Q: 3 clusters Score -3373176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3373188.750000 Penalty: 4952.890625
	Iteration 60F: 3 clusters Score -3373189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3373185.000000 Penalty: 4952.890625
	Iteration 61Q: 3 clusters Score -3373185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3373194.250000 Penalty: 4952.890625
	Iteration 62Q: 3 clusters Score -3373194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3373206.750000 Penalty: 4952.890625
	Iteration 63Q: 3 clusters Score -3373207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3373209.250000 Penalty: 4952.890625
	Iteration 64Q: 3 clusters Score -3373209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3373212.000000 Penalty: 4952.890625
	Iteration 65Q: 3 clusters Score -3373212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3373212.250000 Penalty: 4952.890625
	Iteration 66Q: 3 clusters Score -3373212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3373213.750000 Penalty: 4952.890625
	Iteration 67Q: 3 clusters Score -3373214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3373211.750000 Penalty: 4952.890625
	Iteration 68Q: 3 clusters Score -3373212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3373217.000000 Penalty: 4952.890625
	Iteration 69Q: 3 clusters Score -3373217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3373212.500000 Penalty: 4952.890625
	Iteration 70Q: 3 clusters Score -3373212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3373216.500000 Penalty: 4952.890625
	Iteration 71Q: 3 clusters Score -3373216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3373217.250000 Penalty: 4952.890625
	Iteration 72Q: 3 clusters Score -3373217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3373216.000000 Penalty: 4952.890625
	Iteration 73Q: 3 clusters Score -3373216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3373216.750000 Penalty: 4952.890625
	Iteration 74Q: 3 clusters Score -3373217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3373218.750000 Penalty: 4952.890625
	Iteration 75Q: 3 clusters Score -3373219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3373217.750000 Penalty: 4952.890625
	Iteration 76Q: 3 clusters Score -3373218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3373215.250000 Penalty: 4952.890625
	Iteration 77Q: 3 clusters Score -3373215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3373218.250000 Penalty: 4952.890625
	Iteration 78Q: 3 clusters Score -3373218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3373225.500000 Penalty: 4952.890625
	Iteration 79Q: 3 clusters Score -3373226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3373233.750000 Penalty: 4952.890625
	Iteration 80F: 3 clusters Score -3373234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3373239.750000 Penalty: 4952.890625
	Iteration 81Q: 3 clusters Score -3373240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3373242.250000 Penalty: 4952.890625
	Iteration 82Q: 3 clusters Score -3373242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3373237.500000 Penalty: 4952.890625
	Iteration 83Q: 3 clusters Score -3373238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3373238.750000 Penalty: 4952.890625
	Iteration 84Q: 3 clusters Score -3373239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3373238.500000 Penalty: 4952.890625
	Iteration 85Q: 3 clusters Score -3373238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3373238.750000 Penalty: 4952.890625
	Iteration 86Q: 3 clusters Score -3373239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3373237.500000 Penalty: 4952.890625
	Iteration 87Q: 3 clusters Score -3373238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3373238.750000 Penalty: 4952.890625
	Iteration 88Q: 3 clusters Score -3373239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3373242.500000 Penalty: 4952.890625
	Iteration 89Q: 3 clusters Score -3373242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3373238.750000 Penalty: 4952.890625
	Iteration 90Q: 3 clusters Score -3373239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3373238.500000 Penalty: 4952.890625
	Iteration 91Q: 3 clusters Score -3373238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3373241.750000 Penalty: 4952.890625
	Iteration 92Q: 3 clusters Score -3373242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3373242.750000 Penalty: 4952.890625
	Iteration 93Q: 3 clusters Score -3373243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3373241.750000 Penalty: 4952.890625
	Iteration 94Q: 3 clusters Score -3373242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3373241.750000 Penalty: 4952.890625
	Iteration 95F: 3 clusters Score -3373242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Entering Unmasked Estep 
Score: -1907519.375000 Penalty: 2345.230713
	Iteration 0F: 2 clusters Score -1907519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1898052.000000 Penalty: 4690.461426
	Iteration 0F: 3 clusters Score -1898052 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1900942.625000 Penalty: 4690.461426
	Iteration 1F: 3 clusters Score -1900943 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1901358.625000 Penalty: 4690.461426
	Iteration 2F: 3 clusters Score -1901359 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1901669.500000 Penalty: 4690.461426
	Iteration 3F: 3 clusters Score -1901670 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1902018.125000 Penalty: 4690.461426
	Iteration 4Q: 3 clusters Score -1902018 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1902377.375000 Penalty: 4690.461426
	Iteration 5F: 3 clusters Score -1902377 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1902753.750000 Penalty: 4690.461426
	Iteration 6Q: 3 clusters Score -1902754 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1903148.500000 Penalty: 4690.461426
	Iteration 7Q: 3 clusters Score -1903148 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1903601.625000 Penalty: 4690.461426
	Iteration 8F: 3 clusters Score -1903602 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1904001.750000 Penalty: 4690.461426
	Iteration 9Q: 3 clusters Score -1904002 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1904305.500000 Penalty: 4690.461426
	Iteration 10Q: 3 clusters Score -1904306 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1904597.375000 Penalty: 4690.461426
	Iteration 11Q: 3 clusters Score -1904597 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1904854.250000 Penalty: 4690.461426
	Iteration 12Q: 3 clusters Score -1904854 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1905078.500000 Penalty: 4690.461426
	Iteration 13Q: 3 clusters Score -1905078 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1905258.625000 Penalty: 4690.461426
	Iteration 14Q: 3 clusters Score -1905259 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1905378.375000 Penalty: 4690.461426
	Iteration 15Q: 3 clusters Score -1905378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1905460.750000 Penalty: 4690.461426
	Iteration 16Q: 3 clusters Score -1905461 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1905530.125000 Penalty: 4690.461426
	Iteration 17Q: 3 clusters Score -1905530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1905579.125000 Penalty: 4690.461426
	Iteration 18Q: 3 clusters Score -1905579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1905635.625000 Penalty: 4690.461426
	Iteration 19Q: 3 clusters Score -1905636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1905669.250000 Penalty: 4690.461426
	Iteration 20F: 3 clusters Score -1905669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1905682.875000 Penalty: 4690.461426
	Iteration 21Q: 3 clusters Score -1905683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1905697.000000 Penalty: 4690.461426
	Iteration 22Q: 3 clusters Score -1905697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1905702.125000 Penalty: 4690.461426
	Iteration 23Q: 3 clusters Score -1905702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1905723.875000 Penalty: 4690.461426
	Iteration 24Q: 3 clusters Score -1905724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1905742.625000 Penalty: 4690.461426
	Iteration 25Q: 3 clusters Score -1905743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1905754.500000 Penalty: 4690.461426
	Iteration 26Q: 3 clusters Score -1905754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1905778.000000 Penalty: 4690.461426
	Iteration 27Q: 3 clusters Score -1905778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1905799.250000 Penalty: 4690.461426
	Iteration 28Q: 3 clusters Score -1905799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1905822.625000 Penalty: 4690.461426
	Iteration 29Q: 3 clusters Score -1905823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1905838.875000 Penalty: 4690.461426
	Iteration 30Q: 3 clusters Score -1905839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1905865.000000 Penalty: 4690.461426
	Iteration 31Q: 3 clusters Score -1905865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1905890.375000 Penalty: 4690.461426
	Iteration 32Q: 3 clusters Score -1905890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1905922.375000 Penalty: 4690.461426
	Iteration 33Q: 3 clusters Score -1905922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1905939.625000 Penalty: 4690.461426
	Iteration 34Q: 3 clusters Score -1905940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1905962.250000 Penalty: 4690.461426
	Iteration 35Q: 3 clusters Score -1905962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1905965.250000 Penalty: 4690.461426
	Iteration 36Q: 3 clusters Score -1905965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1905971.625000 Penalty: 4690.461426
	Iteration 37Q: 3 clusters Score -1905972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1905977.875000 Penalty: 4690.461426
	Iteration 38Q: 3 clusters Score -1905978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1905978.500000 Penalty: 4690.461426
	Iteration 39Q: 3 clusters Score -1905978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1905981.875000 Penalty: 4690.461426
	Iteration 40F: 3 clusters Score -1905982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1905979.750000 Penalty: 4690.461426
	Iteration 41Q: 3 clusters Score -1905980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1905982.750000 Penalty: 4690.461426
	Iteration 42Q: 3 clusters Score -1905983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1905983.750000 Penalty: 4690.461426
	Iteration 43Q: 3 clusters Score -1905984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1905987.375000 Penalty: 4690.461426
	Iteration 44Q: 3 clusters Score -1905987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1905988.250000 Penalty: 4690.461426
	Iteration 45Q: 3 clusters Score -1905988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1905987.500000 Penalty: 4690.461426
	Iteration 46Q: 3 clusters Score -1905988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1905986.375000 Penalty: 4690.461426
	Iteration 47Q: 3 clusters Score -1905986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1905988.000000 Penalty: 4690.461426
	Iteration 48Q: 3 clusters Score -1905988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1905986.375000 Penalty: 4690.461426
	Iteration 49Q: 3 clusters Score -1905986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1905984.750000 Penalty: 4690.461426
	Iteration 50Q: 3 clusters Score -1905985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1905985.375000 Penalty: 4690.461426
	Iteration 51Q: 3 clusters Score -1905985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1905985.250000 Penalty: 4690.461426
	Iteration 52Q: 3 clusters Score -1905985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1905985.250000 Penalty: 4690.461426
	Iteration 53F: 3 clusters Score -1905985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2802404.750000 Penalty: 2427.846191
	Iteration 0F: 2 clusters Score -2802405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2789809.750000 Penalty: 4855.692383
	Iteration 0F: 3 clusters Score -2789810 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2793866.500000 Penalty: 4855.692383
	Iteration 1F: 3 clusters Score -2793866 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2794225.000000 Penalty: 4855.692383
	Iteration 2F: 3 clusters Score -2794225 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2794555.250000 Penalty: 4855.692383
	Iteration 3Q: 3 clusters Score -2794555 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2794911.500000 Penalty: 4855.692383
	Iteration 4Q: 3 clusters Score -2794912 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2795340.750000 Penalty: 4855.692383
	Iteration 5Q: 3 clusters Score -2795341 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2795884.250000 Penalty: 4855.692383
	Iteration 6F: 3 clusters Score -2795884 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2796478.750000 Penalty: 4855.692383
	Iteration 7F: 3 clusters Score -2796479 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2797110.250000 Penalty: 4855.692383
	Iteration 8F: 3 clusters Score -2797110 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2797739.000000 Penalty: 4855.692383
	Iteration 9F: 3 clusters Score -2797739 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2798353.500000 Penalty: 4855.692383
	Iteration 10Q: 3 clusters Score -2798354 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2798927.000000 Penalty: 4855.692383
	Iteration 11Q: 3 clusters Score -2798927 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2799347.250000 Penalty: 4855.692383
	Iteration 12Q: 3 clusters Score -2799347 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2799656.750000 Penalty: 4855.692383
	Iteration 13Q: 3 clusters Score -2799657 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2799881.250000 Penalty: 4855.692383
	Iteration 14Q: 3 clusters Score -2799881 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2800034.500000 Penalty: 4855.692383
	Iteration 15Q: 3 clusters Score -2800034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2800136.000000 Penalty: 4855.692383
	Iteration 16Q: 3 clusters Score -2800136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2800212.500000 Penalty: 4855.692383
	Iteration 17Q: 3 clusters Score -2800212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2800264.750000 Penalty: 4855.692383
	Iteration 18Q: 3 clusters Score -2800265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2800297.250000 Penalty: 4855.692383
	Iteration 19Q: 3 clusters Score -2800297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2800306.250000 Penalty: 4855.692383
	Iteration 20F: 3 clusters Score -2800306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2800314.250000 Penalty: 4855.692383
	Iteration 21Q: 3 clusters Score -2800314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2800316.000000 Penalty: 4855.692383
	Iteration 22Q: 3 clusters Score -2800316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2800323.750000 Penalty: 4855.692383
	Iteration 23Q: 3 clusters Score -2800324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2800330.250000 Penalty: 4855.692383
	Iteration 24Q: 3 clusters Score -2800330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2800336.500000 Penalty: 4855.692383
	Iteration 25Q: 3 clusters Score -2800336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2800343.000000 Penalty: 4855.692383
	Iteration 26Q: 3 clusters Score -2800343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2800351.750000 Penalty: 4855.692383
	Iteration 27Q: 3 clusters Score -2800352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2800354.000000 Penalty: 4855.692383
	Iteration 28Q: 3 clusters Score -2800354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2800354.000000 Penalty: 4855.692383
	Iteration 29Q: 3 clusters Score -2800354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2800356.500000 Penalty: 4855.692383
	Iteration 30Q: 3 clusters Score -2800356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2800357.250000 Penalty: 4855.692383
	Iteration 31Q: 3 clusters Score -2800357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2800359.250000 Penalty: 4855.692383
	Iteration 32Q: 3 clusters Score -2800359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2800358.000000 Penalty: 4855.692383
	Iteration 33Q: 3 clusters Score -2800358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2800358.000000 Penalty: 4855.692383
	Iteration 34F: 3 clusters Score -2800358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -22953.406250 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -22953.41 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 131 members 
Entering Unmasked Estep 
Score: -22024.880859 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -22024.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22636.240234 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -22636.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23171.281250 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -23171.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23629.617188 Penalty: 2780.477783
	Iteration 3F: 3 clusters Score -23629.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23748.531250 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -23748.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23783.894531 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -23783.89 nChanged 4
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: -23830.072266 Penalty: 2780.477783
	Iteration 6Q: 3 clusters Score -23830.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23864.160156 Penalty: 2780.477783
	Iteration 7Q: 3 clusters Score -23864.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23894.917969 Penalty: 2780.477783
	Iteration 8Q: 3 clusters Score -23894.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23917.255859 Penalty: 2780.477783
	Iteration 9Q: 3 clusters Score -23917.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23928.195312 Penalty: 2780.477783
	Iteration 10F: 3 clusters Score -23928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23955.728516 Penalty: 2780.477783
	Iteration 11Q: 3 clusters Score -23955.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24015.357422 Penalty: 2780.477783
	Iteration 12Q: 3 clusters Score -24015.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24104.392578 Penalty: 2780.477783
	Iteration 13Q: 3 clusters Score -24104.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24181.832031 Penalty: 2780.477783
	Iteration 14Q: 3 clusters Score -24181.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24190.691406 Penalty: 2780.477783
	Iteration 15Q: 3 clusters Score -24190.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24192.806641 Penalty: 2780.477783
	Iteration 16Q: 3 clusters Score -24192.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24195.068359 Penalty: 2780.477783
	Iteration 17Q: 3 clusters Score -24195.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24195.068359 Penalty: 2780.477783
	Iteration 18F: 3 clusters Score -24195.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 162 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35150 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 110 members 
Entering Unmasked Estep 
Score: -120409688.000000 Penalty: 151630.234375
Splitting cluster 24 changes total score from -120410440.000000 to -120409688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Entering Unmasked Estep 
Score: -1271095.000000 Penalty: 2243.129395
	Iteration 0F: 2 clusters Score -1271095 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 4128 members 
Entering Unmasked Estep 
Score: -1264356.250000 Penalty: 4486.258789
	Iteration 0F: 3 clusters Score -1264356 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1266400.125000 Penalty: 4486.258789
	Iteration 1F: 3 clusters Score -1266400 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1266819.500000 Penalty: 4486.258789
	Iteration 2F: 3 clusters Score -1266820 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1267150.375000 Penalty: 4486.258789
	Iteration 3F: 3 clusters Score -1267150 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1267499.125000 Penalty: 4486.258789
	Iteration 4F: 3 clusters Score -1267499 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1267833.375000 Penalty: 4486.258789
	Iteration 5F: 3 clusters Score -1267833 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1268142.375000 Penalty: 4486.258789
	Iteration 6F: 3 clusters Score -1268142 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1268430.250000 Penalty: 4486.258789
	Iteration 7Q: 3 clusters Score -1268430 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1268708.375000 Penalty: 4486.258789
	Iteration 8Q: 3 clusters Score -1268708 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1268967.500000 Penalty: 4486.258789
	Iteration 9Q: 3 clusters Score -1268968 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1269174.875000 Penalty: 4486.258789
	Iteration 10Q: 3 clusters Score -1269175 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1269362.375000 Penalty: 4486.258789
	Iteration 11Q: 3 clusters Score -1269362 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1269508.625000 Penalty: 4486.258789
	Iteration 12Q: 3 clusters Score -1269509 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1269621.250000 Penalty: 4486.258789
	Iteration 13Q: 3 clusters Score -1269621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1269708.625000 Penalty: 4486.258789
	Iteration 14Q: 3 clusters Score -1269709 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1269782.125000 Penalty: 4486.258789
	Iteration 15Q: 3 clusters Score -1269782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1269830.500000 Penalty: 4486.258789
	Iteration 16Q: 3 clusters Score -1269830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1269865.875000 Penalty: 4486.258789
	Iteration 17Q: 3 clusters Score -1269866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1269898.125000 Penalty: 4486.258789
	Iteration 18Q: 3 clusters Score -1269898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1269932.625000 Penalty: 4486.258789
	Iteration 19Q: 3 clusters Score -1269933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1269963.750000 Penalty: 4486.258789
	Iteration 20F: 3 clusters Score -1269964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1269988.625000 Penalty: 4486.258789
	Iteration 21Q: 3 clusters Score -1269989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1270008.875000 Penalty: 4486.258789
	Iteration 22Q: 3 clusters Score -1270009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1270035.375000 Penalty: 4486.258789
	Iteration 23Q: 3 clusters Score -1270035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1270096.875000 Penalty: 4486.258789
	Iteration 24Q: 3 clusters Score -1270097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1270168.375000 Penalty: 4486.258789
	Iteration 25Q: 3 clusters Score -1270168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1270285.500000 Penalty: 4486.258789
	Iteration 26Q: 3 clusters Score -1270286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1270465.125000 Penalty: 4486.258789
	Iteration 27Q: 3 clusters Score -1270465 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1270683.625000 Penalty: 4486.258789
	Iteration 28Q: 3 clusters Score -1270684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1270984.500000 Penalty: 4486.258789
	Iteration 29Q: 3 clusters Score -1270984 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1271242.625000 Penalty: 4486.258789
	Iteration 30Q: 3 clusters Score -1271243 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1271498.750000 Penalty: 4486.258789
	Iteration 31Q: 3 clusters Score -1271499 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1271670.000000 Penalty: 4486.258789
	Iteration 32Q: 3 clusters Score -1271670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1271743.000000 Penalty: 4486.258789
	Iteration 33Q: 3 clusters Score -1271743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1271769.125000 Penalty: 4486.258789
	Iteration 34Q: 3 clusters Score -1271769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1271781.000000 Penalty: 4486.258789
	Iteration 35Q: 3 clusters Score -1271781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1271783.500000 Penalty: 4486.258789
	Iteration 36Q: 3 clusters Score -1271784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1271786.250000 Penalty: 4486.258789
	Iteration 37Q: 3 clusters Score -1271786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1271786.250000 Penalty: 4486.258789
	Iteration 38Q: 3 clusters Score -1271786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1271786.750000 Penalty: 4486.258789
	Iteration 39Q: 3 clusters Score -1271787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1271805.750000 Penalty: 4486.258789
	Iteration 40F: 3 clusters Score -1271806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1271825.750000 Penalty: 4486.258789
	Iteration 41Q: 3 clusters Score -1271826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1271847.125000 Penalty: 4486.258789
	Iteration 42Q: 3 clusters Score -1271847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1271876.625000 Penalty: 4486.258789
	Iteration 43Q: 3 clusters Score -1271877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1271883.125000 Penalty: 4486.258789
	Iteration 44Q: 3 clusters Score -1271883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1271886.125000 Penalty: 4486.258789
	Iteration 45Q: 3 clusters Score -1271886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1271889.250000 Penalty: 4486.258789
	Iteration 46Q: 3 clusters Score -1271889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1271891.375000 Penalty: 4486.258789
	Iteration 47Q: 3 clusters Score -1271891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1271894.625000 Penalty: 4486.258789
	Iteration 48Q: 3 clusters Score -1271895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1271894.500000 Penalty: 4486.258789
	Iteration 49Q: 3 clusters Score -1271894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1271894.125000 Penalty: 4486.258789
	Iteration 50Q: 3 clusters Score -1271894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1271894.625000 Penalty: 4486.258789
	Iteration 51Q: 3 clusters Score -1271895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1271896.250000 Penalty: 4486.258789
	Iteration 52Q: 3 clusters Score -1271896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1271896.250000 Penalty: 4486.258789
	Iteration 53Q: 3 clusters Score -1271896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1271893.875000 Penalty: 4486.258789
	Iteration 54Q: 3 clusters Score -1271894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1271892.875000 Penalty: 4486.258789
	Iteration 55Q: 3 clusters Score -1271893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1271892.875000 Penalty: 4486.258789
	Iteration 56F: 3 clusters Score -1271893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35150 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 4090 members 
Entering Unmasked Estep 
Score: -120410192.000000 Penalty: 151630.234375
Splitting cluster 25 changes total score from -120410440.000000 to -120410192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -1584203.125000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -1584203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1576167.000000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -1576167 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1578660.625000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -1578661 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1579090.125000 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -1579090 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1579452.500000 Penalty: 4599.191895
	Iteration 3F: 3 clusters Score -1579452 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1579801.000000 Penalty: 4599.191895
	Iteration 4F: 3 clusters Score -1579801 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1580168.500000 Penalty: 4599.191895
	Iteration 5F: 3 clusters Score -1580168 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1580526.250000 Penalty: 4599.191895
	Iteration 6F: 3 clusters Score -1580526 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1580886.250000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -1580886 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1581214.125000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -1581214 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1581524.125000 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -1581524 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1581808.875000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -1581809 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1582058.250000 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -1582058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1582269.125000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -1582269 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1582450.375000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -1582450 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1582581.875000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -1582582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1582679.875000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -1582680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1582745.500000 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -1582746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1582797.750000 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -1582798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1582852.375000 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -1582852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1582917.875000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -1582918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1582986.000000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -1582986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1583067.750000 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -1583068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1583158.375000 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -1583158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1583228.375000 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -1583228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1583298.500000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -1583298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1583356.125000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -1583356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1583402.625000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -1583403 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1583443.500000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -1583444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1583478.500000 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -1583478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1583522.625000 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -1583523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1583560.500000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -1583560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1583598.375000 Penalty: 4599.191895
	Iteration 31Q: 3 clusters Score -1583598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1583633.250000 Penalty: 4599.191895
	Iteration 32Q: 3 clusters Score -1583633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1583655.125000 Penalty: 4599.191895
	Iteration 33Q: 3 clusters Score -1583655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1583676.875000 Penalty: 4599.191895
	Iteration 34Q: 3 clusters Score -1583677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1583686.750000 Penalty: 4599.191895
	Iteration 35Q: 3 clusters Score -1583687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1583694.000000 Penalty: 4599.191895
	Iteration 36Q: 3 clusters Score -1583694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1583695.750000 Penalty: 4599.191895
	Iteration 37Q: 3 clusters Score -1583696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1583703.125000 Penalty: 4599.191895
	Iteration 38Q: 3 clusters Score -1583703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1583702.625000 Penalty: 4599.191895
	Iteration 39Q: 3 clusters Score -1583703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1583705.750000 Penalty: 4599.191895
	Iteration 40F: 3 clusters Score -1583706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1583706.000000 Penalty: 4599.191895
	Iteration 41Q: 3 clusters Score -1583706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1583702.875000 Penalty: 4599.191895
	Iteration 42Q: 3 clusters Score -1583703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1583703.625000 Penalty: 4599.191895
	Iteration 43Q: 3 clusters Score -1583704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1583703.875000 Penalty: 4599.191895
	Iteration 44Q: 3 clusters Score -1583704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1583704.000000 Penalty: 4599.191895
	Iteration 45Q: 3 clusters Score -1583704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1583703.500000 Penalty: 4599.191895
	Iteration 46Q: 3 clusters Score -1583704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1583706.625000 Penalty: 4599.191895
	Iteration 47Q: 3 clusters Score -1583707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1583708.125000 Penalty: 4599.191895
	Iteration 48Q: 3 clusters Score -1583708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1583709.875000 Penalty: 4599.191895
	Iteration 49Q: 3 clusters Score -1583710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1583708.750000 Penalty: 4599.191895
	Iteration 50Q: 3 clusters Score -1583709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1583708.125000 Penalty: 4599.191895
	Iteration 51Q: 3 clusters Score -1583708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1583710.125000 Penalty: 4599.191895
	Iteration 52Q: 3 clusters Score -1583710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1583711.375000 Penalty: 4599.191895
	Iteration 53Q: 3 clusters Score -1583711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1583711.625000 Penalty: 4599.191895
	Iteration 54Q: 3 clusters Score -1583712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1583711.625000 Penalty: 4599.191895
	Iteration 55F: 3 clusters Score -1583712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Entering Unmasked Estep 
Score: -3199429.000000 Penalty: 2461.619629
	Iteration 0F: 2 clusters Score -3199429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3185164.250000 Penalty: 4923.239258
	Iteration 0F: 3 clusters Score -3185164 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3190010.250000 Penalty: 4923.239258
	Iteration 1F: 3 clusters Score -3190010 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3190567.250000 Penalty: 4923.239258
	Iteration 2F: 3 clusters Score -3190567 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3191131.500000 Penalty: 4923.239258
	Iteration 3F: 3 clusters Score -3191132 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3191746.250000 Penalty: 4923.239258
	Iteration 4F: 3 clusters Score -3191746 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3192342.750000 Penalty: 4923.239258
	Iteration 5F: 3 clusters Score -3192343 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3192941.750000 Penalty: 4923.239258
	Iteration 6F: 3 clusters Score -3192942 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3193503.000000 Penalty: 4923.239258
	Iteration 7F: 3 clusters Score -3193503 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3193989.000000 Penalty: 4923.239258
	Iteration 8Q: 3 clusters Score -3193989 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3194393.250000 Penalty: 4923.239258
	Iteration 9Q: 3 clusters Score -3194393 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3194742.250000 Penalty: 4923.239258
	Iteration 10Q: 3 clusters Score -3194742 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3195051.000000 Penalty: 4923.239258
	Iteration 11Q: 3 clusters Score -3195051 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3195351.000000 Penalty: 4923.239258
	Iteration 12Q: 3 clusters Score -3195351 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3195615.250000 Penalty: 4923.239258
	Iteration 13Q: 3 clusters Score -3195615 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3195892.000000 Penalty: 4923.239258
	Iteration 14Q: 3 clusters Score -3195892 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3196120.750000 Penalty: 4923.239258
	Iteration 15Q: 3 clusters Score -3196121 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3196332.500000 Penalty: 4923.239258
	Iteration 16Q: 3 clusters Score -3196332 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3196508.250000 Penalty: 4923.239258
	Iteration 17Q: 3 clusters Score -3196508 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3196636.000000 Penalty: 4923.239258
	Iteration 18Q: 3 clusters Score -3196636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3196760.250000 Penalty: 4923.239258
	Iteration 19Q: 3 clusters Score -3196760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3196882.750000 Penalty: 4923.239258
	Iteration 20F: 3 clusters Score -3196883 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3196967.500000 Penalty: 4923.239258
	Iteration 21Q: 3 clusters Score -3196968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3197021.500000 Penalty: 4923.239258
	Iteration 22Q: 3 clusters Score -3197022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3197063.750000 Penalty: 4923.239258
	Iteration 23Q: 3 clusters Score -3197064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3197099.250000 Penalty: 4923.239258
	Iteration 24Q: 3 clusters Score -3197099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3197114.250000 Penalty: 4923.239258
	Iteration 25Q: 3 clusters Score -3197114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3197142.750000 Penalty: 4923.239258
	Iteration 26Q: 3 clusters Score -3197143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3197168.750000 Penalty: 4923.239258
	Iteration 27Q: 3 clusters Score -3197169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3197193.500000 Penalty: 4923.239258
	Iteration 28Q: 3 clusters Score -3197194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3197213.750000 Penalty: 4923.239258
	Iteration 29Q: 3 clusters Score -3197214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3197242.000000 Penalty: 4923.239258
	Iteration 30Q: 3 clusters Score -3197242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3197273.000000 Penalty: 4923.239258
	Iteration 31Q: 3 clusters Score -3197273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3197300.250000 Penalty: 4923.239258
	Iteration 32Q: 3 clusters Score -3197300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3197316.750000 Penalty: 4923.239258
	Iteration 33Q: 3 clusters Score -3197317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3197329.250000 Penalty: 4923.239258
	Iteration 34Q: 3 clusters Score -3197329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3197343.250000 Penalty: 4923.239258
	Iteration 35Q: 3 clusters Score -3197343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3197348.750000 Penalty: 4923.239258
	Iteration 36Q: 3 clusters Score -3197349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3197360.750000 Penalty: 4923.239258
	Iteration 37Q: 3 clusters Score -3197361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3197365.500000 Penalty: 4923.239258
	Iteration 38Q: 3 clusters Score -3197366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3197376.750000 Penalty: 4923.239258
	Iteration 39Q: 3 clusters Score -3197377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3197380.250000 Penalty: 4923.239258
	Iteration 40F: 3 clusters Score -3197380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3197384.250000 Penalty: 4923.239258
	Iteration 41Q: 3 clusters Score -3197384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3197386.750000 Penalty: 4923.239258
	Iteration 42Q: 3 clusters Score -3197387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3197382.500000 Penalty: 4923.239258
	Iteration 43Q: 3 clusters Score -3197382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3197385.250000 Penalty: 4923.239258
	Iteration 44Q: 3 clusters Score -3197385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3197382.250000 Penalty: 4923.239258
	Iteration 45Q: 3 clusters Score -3197382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3197385.500000 Penalty: 4923.239258
	Iteration 46Q: 3 clusters Score -3197386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3197388.750000 Penalty: 4923.239258
	Iteration 47Q: 3 clusters Score -3197389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3197392.250000 Penalty: 4923.239258
	Iteration 48Q: 3 clusters Score -3197392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3197394.250000 Penalty: 4923.239258
	Iteration 49Q: 3 clusters Score -3197394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3197398.000000 Penalty: 4923.239258
	Iteration 50Q: 3 clusters Score -3197398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3197403.000000 Penalty: 4923.239258
	Iteration 51Q: 3 clusters Score -3197403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3197399.000000 Penalty: 4923.239258
	Iteration 52Q: 3 clusters Score -3197399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3197403.500000 Penalty: 4923.239258
	Iteration 53Q: 3 clusters Score -3197404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3197403.250000 Penalty: 4923.239258
	Iteration 54Q: 3 clusters Score -3197403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3197404.250000 Penalty: 4923.239258
	Iteration 55Q: 3 clusters Score -3197404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3197403.750000 Penalty: 4923.239258
	Iteration 56Q: 3 clusters Score -3197404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3197403.750000 Penalty: 4923.239258
	Iteration 57F: 3 clusters Score -3197404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -1361622.250000 Penalty: 2263.377930
	Iteration 0F: 2 clusters Score -1361622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1354454.500000 Penalty: 4526.755859
	Iteration 0F: 3 clusters Score -1354454 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1356599.250000 Penalty: 4526.755859
	Iteration 1F: 3 clusters Score -1356599 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1356971.250000 Penalty: 4526.755859
	Iteration 2F: 3 clusters Score -1356971 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1357318.000000 Penalty: 4526.755859
	Iteration 3F: 3 clusters Score -1357318 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1357661.875000 Penalty: 4526.755859
	Iteration 4F: 3 clusters Score -1357662 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1357999.125000 Penalty: 4526.755859
	Iteration 5F: 3 clusters Score -1357999 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1358321.750000 Penalty: 4526.755859
	Iteration 6F: 3 clusters Score -1358322 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1358681.875000 Penalty: 4526.755859
	Iteration 7Q: 3 clusters Score -1358682 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1359062.500000 Penalty: 4526.755859
	Iteration 8Q: 3 clusters Score -1359062 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1359431.625000 Penalty: 4526.755859
	Iteration 9Q: 3 clusters Score -1359432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1359738.750000 Penalty: 4526.755859
	Iteration 10Q: 3 clusters Score -1359739 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1359967.750000 Penalty: 4526.755859
	Iteration 11Q: 3 clusters Score -1359968 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1360133.000000 Penalty: 4526.755859
	Iteration 12Q: 3 clusters Score -1360133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1360247.500000 Penalty: 4526.755859
	Iteration 13Q: 3 clusters Score -1360248 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1360345.000000 Penalty: 4526.755859
	Iteration 14Q: 3 clusters Score -1360345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1360404.500000 Penalty: 4526.755859
	Iteration 15Q: 3 clusters Score -1360404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1360447.375000 Penalty: 4526.755859
	Iteration 16Q: 3 clusters Score -1360447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1360480.500000 Penalty: 4526.755859
	Iteration 17Q: 3 clusters Score -1360480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1360517.625000 Penalty: 4526.755859
	Iteration 18Q: 3 clusters Score -1360518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1360586.000000 Penalty: 4526.755859
	Iteration 19Q: 3 clusters Score -1360586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1360641.500000 Penalty: 4526.755859
	Iteration 20F: 3 clusters Score -1360642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1360687.000000 Penalty: 4526.755859
	Iteration 21Q: 3 clusters Score -1360687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1360740.000000 Penalty: 4526.755859
	Iteration 22Q: 3 clusters Score -1360740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1360800.375000 Penalty: 4526.755859
	Iteration 23Q: 3 clusters Score -1360800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1360840.500000 Penalty: 4526.755859
	Iteration 24Q: 3 clusters Score -1360840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1360873.500000 Penalty: 4526.755859
	Iteration 25Q: 3 clusters Score -1360874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1360900.625000 Penalty: 4526.755859
	Iteration 26Q: 3 clusters Score -1360901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1360924.375000 Penalty: 4526.755859
	Iteration 27Q: 3 clusters Score -1360924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1360944.000000 Penalty: 4526.755859
	Iteration 28Q: 3 clusters Score -1360944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1360960.250000 Penalty: 4526.755859
	Iteration 29Q: 3 clusters Score -1360960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1360976.625000 Penalty: 4526.755859
	Iteration 30Q: 3 clusters Score -1360977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1360985.250000 Penalty: 4526.755859
	Iteration 31Q: 3 clusters Score -1360985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1360989.250000 Penalty: 4526.755859
	Iteration 32Q: 3 clusters Score -1360989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1360993.250000 Penalty: 4526.755859
	Iteration 33Q: 3 clusters Score -1360993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1360996.875000 Penalty: 4526.755859
	Iteration 34Q: 3 clusters Score -1360997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1361002.500000 Penalty: 4526.755859
	Iteration 35Q: 3 clusters Score -1361002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1361007.875000 Penalty: 4526.755859
	Iteration 36Q: 3 clusters Score -1361008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1361009.875000 Penalty: 4526.755859
	Iteration 37Q: 3 clusters Score -1361010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1361008.625000 Penalty: 4526.755859
	Iteration 38Q: 3 clusters Score -1361009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1361009.875000 Penalty: 4526.755859
	Iteration 39Q: 3 clusters Score -1361010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1361011.625000 Penalty: 4526.755859
	Iteration 40F: 3 clusters Score -1361012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1361013.250000 Penalty: 4526.755859
	Iteration 41Q: 3 clusters Score -1361013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1361014.250000 Penalty: 4526.755859
	Iteration 42Q: 3 clusters Score -1361014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1361012.750000 Penalty: 4526.755859
	Iteration 43Q: 3 clusters Score -1361013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1361013.750000 Penalty: 4526.755859
	Iteration 44Q: 3 clusters Score -1361014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1361014.250000 Penalty: 4526.755859
	Iteration 45Q: 3 clusters Score -1361014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1361014.250000 Penalty: 4526.755859
	Iteration 46F: 3 clusters Score -1361014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -902177.375000 Penalty: 2162.147461
	Iteration 0F: 2 clusters Score -902177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -896913.000000 Penalty: 4324.294922
	Iteration 0F: 3 clusters Score -896913 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -898189.312500 Penalty: 4324.294922
	Iteration 1F: 3 clusters Score -898189.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -898433.375000 Penalty: 4324.294922
	Iteration 2F: 3 clusters Score -898433.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -898593.312500 Penalty: 4324.294922
	Iteration 3Q: 3 clusters Score -898593.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -898735.500000 Penalty: 4324.294922
	Iteration 4Q: 3 clusters Score -898735.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -898882.625000 Penalty: 4324.294922
	Iteration 5Q: 3 clusters Score -898882.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -899008.250000 Penalty: 4324.294922
	Iteration 6Q: 3 clusters Score -899008.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -899149.125000 Penalty: 4324.294922
	Iteration 7Q: 3 clusters Score -899149.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -899275.187500 Penalty: 4324.294922
	Iteration 8Q: 3 clusters Score -899275.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -899370.875000 Penalty: 4324.294922
	Iteration 9Q: 3 clusters Score -899370.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -899453.500000 Penalty: 4324.294922
	Iteration 10Q: 3 clusters Score -899453.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -899530.187500 Penalty: 4324.294922
	Iteration 11Q: 3 clusters Score -899530.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -899607.437500 Penalty: 4324.294922
	Iteration 12Q: 3 clusters Score -899607.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -899674.562500 Penalty: 4324.294922
	Iteration 13Q: 3 clusters Score -899674.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -899742.750000 Penalty: 4324.294922
	Iteration 14Q: 3 clusters Score -899742.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -899812.500000 Penalty: 4324.294922
	Iteration 15Q: 3 clusters Score -899812.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -899898.187500 Penalty: 4324.294922
	Iteration 16Q: 3 clusters Score -899898.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -899969.312500 Penalty: 4324.294922
	Iteration 17Q: 3 clusters Score -899969.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -900023.875000 Penalty: 4324.294922
	Iteration 18Q: 3 clusters Score -900023.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -900089.937500 Penalty: 4324.294922
	Iteration 19Q: 3 clusters Score -900089.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -900143.312500 Penalty: 4324.294922
	Iteration 20F: 3 clusters Score -900143.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -900195.500000 Penalty: 4324.294922
	Iteration 21Q: 3 clusters Score -900195.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -900241.125000 Penalty: 4324.294922
	Iteration 22Q: 3 clusters Score -900241.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -900293.000000 Penalty: 4324.294922
	Iteration 23Q: 3 clusters Score -900293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -900337.000000 Penalty: 4324.294922
	Iteration 24Q: 3 clusters Score -900337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -900388.125000 Penalty: 4324.294922
	Iteration 25Q: 3 clusters Score -900388.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -900443.187500 Penalty: 4324.294922
	Iteration 26Q: 3 clusters Score -900443.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -900495.500000 Penalty: 4324.294922
	Iteration 27Q: 3 clusters Score -900495.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -900538.187500 Penalty: 4324.294922
	Iteration 28Q: 3 clusters Score -900538.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -900575.625000 Penalty: 4324.294922
	Iteration 29Q: 3 clusters Score -900575.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -900604.250000 Penalty: 4324.294922
	Iteration 30Q: 3 clusters Score -900604.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -900623.812500 Penalty: 4324.294922
	Iteration 31Q: 3 clusters Score -900623.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -900636.750000 Penalty: 4324.294922
	Iteration 32Q: 3 clusters Score -900636.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -900651.625000 Penalty: 4324.294922
	Iteration 33Q: 3 clusters Score -900651.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -900664.875000 Penalty: 4324.294922
	Iteration 34Q: 3 clusters Score -900664.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -900680.250000 Penalty: 4324.294922
	Iteration 35Q: 3 clusters Score -900680.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -900697.562500 Penalty: 4324.294922
	Iteration 36Q: 3 clusters Score -900697.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -900707.625000 Penalty: 4324.294922
	Iteration 37Q: 3 clusters Score -900707.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -900716.875000 Penalty: 4324.294922
	Iteration 38Q: 3 clusters Score -900716.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -900726.375000 Penalty: 4324.294922
	Iteration 39Q: 3 clusters Score -900726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -900732.875000 Penalty: 4324.294922
	Iteration 40F: 3 clusters Score -900732.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -900738.562500 Penalty: 4324.294922
	Iteration 41Q: 3 clusters Score -900738.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -900747.250000 Penalty: 4324.294922
	Iteration 42Q: 3 clusters Score -900747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -900753.562500 Penalty: 4324.294922
	Iteration 43Q: 3 clusters Score -900753.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -900763.187500 Penalty: 4324.294922
	Iteration 44Q: 3 clusters Score -900763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -900769.750000 Penalty: 4324.294922
	Iteration 45Q: 3 clusters Score -900769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -900777.812500 Penalty: 4324.294922
	Iteration 46Q: 3 clusters Score -900777.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -900789.250000 Penalty: 4324.294922
	Iteration 47Q: 3 clusters Score -900789.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -900801.750000 Penalty: 4324.294922
	Iteration 48Q: 3 clusters Score -900801.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -900813.000000 Penalty: 4324.294922
	Iteration 49Q: 3 clusters Score -900813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -900825.187500 Penalty: 4324.294922
	Iteration 50Q: 3 clusters Score -900825.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -900848.062500 Penalty: 4324.294922
	Iteration 51Q: 3 clusters Score -900848.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -900872.062500 Penalty: 4324.294922
	Iteration 52Q: 3 clusters Score -900872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -900890.437500 Penalty: 4324.294922
	Iteration 53Q: 3 clusters Score -900890.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -900911.375000 Penalty: 4324.294922
	Iteration 54Q: 3 clusters Score -900911.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -900930.500000 Penalty: 4324.294922
	Iteration 55Q: 3 clusters Score -900930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -900954.000000 Penalty: 4324.294922
	Iteration 56Q: 3 clusters Score -900954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -900969.500000 Penalty: 4324.294922
	Iteration 57Q: 3 clusters Score -900969.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -900988.375000 Penalty: 4324.294922
	Iteration 58Q: 3 clusters Score -900988.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -901003.625000 Penalty: 4324.294922
	Iteration 59Q: 3 clusters Score -901003.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -901016.000000 Penalty: 4324.294922
	Iteration 60F: 3 clusters Score -901016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -901023.125000 Penalty: 4324.294922
	Iteration 61Q: 3 clusters Score -901023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -901031.125000 Penalty: 4324.294922
	Iteration 62Q: 3 clusters Score -901031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -901041.062500 Penalty: 4324.294922
	Iteration 63Q: 3 clusters Score -901041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -901049.812500 Penalty: 4324.294922
	Iteration 64Q: 3 clusters Score -901049.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -901053.875000 Penalty: 4324.294922
	Iteration 65Q: 3 clusters Score -901053.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -901059.687500 Penalty: 4324.294922
	Iteration 66Q: 3 clusters Score -901059.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -901064.312500 Penalty: 4324.294922
	Iteration 67Q: 3 clusters Score -901064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -901067.687500 Penalty: 4324.294922
	Iteration 68Q: 3 clusters Score -901067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -901073.125000 Penalty: 4324.294922
	Iteration 69Q: 3 clusters Score -901073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -901074.125000 Penalty: 4324.294922
	Iteration 70Q: 3 clusters Score -901074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -901077.687500 Penalty: 4324.294922
	Iteration 71Q: 3 clusters Score -901077.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -901082.062500 Penalty: 4324.294922
	Iteration 72Q: 3 clusters Score -901082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -901083.625000 Penalty: 4324.294922
	Iteration 73Q: 3 clusters Score -901083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -901086.500000 Penalty: 4324.294922
	Iteration 74Q: 3 clusters Score -901086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -901088.687500 Penalty: 4324.294922
	Iteration 75Q: 3 clusters Score -901088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -901091.062500 Penalty: 4324.294922
	Iteration 76Q: 3 clusters Score -901091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -901092.937500 Penalty: 4324.294922
	Iteration 77Q: 3 clusters Score -901092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -901096.000000 Penalty: 4324.294922
	Iteration 78Q: 3 clusters Score -901096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -901097.625000 Penalty: 4324.294922
	Iteration 79Q: 3 clusters Score -901097.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -901100.562500 Penalty: 4324.294922
	Iteration 80F: 3 clusters Score -901100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -901103.812500 Penalty: 4324.294922
	Iteration 81Q: 3 clusters Score -901103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -901106.375000 Penalty: 4324.294922
	Iteration 82Q: 3 clusters Score -901106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -901106.812500 Penalty: 4324.294922
	Iteration 83Q: 3 clusters Score -901106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -901108.187500 Penalty: 4324.294922
	Iteration 84Q: 3 clusters Score -901108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -901108.812500 Penalty: 4324.294922
	Iteration 85Q: 3 clusters Score -901108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -901108.812500 Penalty: 4324.294922
	Iteration 86F: 3 clusters Score -901108.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -961110.562500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -961110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -955734.125000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -955734.1 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -957166.500000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -957166.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -957544.000000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -957544 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -957825.812500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -957825.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -958080.625000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -958080.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -958332.437500 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -958332.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -958552.062500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -958552.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -958727.250000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -958727.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -958865.187500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -958865.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -958981.437500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -958981.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -959077.687500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -959077.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -959155.500000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -959155.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -959222.250000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -959222.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -959275.437500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -959275.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -959312.062500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -959312.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -959345.312500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -959345.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -959370.875000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -959370.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -959397.750000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -959397.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -959418.875000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -959418.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -959445.000000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -959445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -959469.062500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -959469.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -959488.687500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -959488.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -959513.625000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -959513.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -959530.562500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -959530.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -959541.500000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -959541.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -959552.000000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -959552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -959560.062500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -959560.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -959567.500000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -959567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -959569.500000 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -959569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -959574.562500 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -959574.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -959577.687500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -959577.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -959585.062500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -959585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -959588.187500 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -959588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -959594.125000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -959594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -959598.250000 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -959598.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -959605.562500 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -959605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -959607.937500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -959607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -959612.937500 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -959612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -959614.187500 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -959614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -959618.937500 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -959618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -959619.812500 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -959619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -959620.437500 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -959620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -959623.437500 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -959623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -959623.000000 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -959623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -959625.062500 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -959625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -959626.875000 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -959626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -959626.437500 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -959626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -959626.375000 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -959626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -959631.187500 Penalty: 4347.590332
	Iteration 48Q: 3 clusters Score -959631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -959632.250000 Penalty: 4347.590332
	Iteration 49Q: 3 clusters Score -959632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -959632.250000 Penalty: 4347.590332
	Iteration 50F: 3 clusters Score -959632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Entering Unmasked Estep 
Score: -5188523.000000 Penalty: 2595.910156
	Iteration 0F: 2 clusters Score -5188523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -5164547.000000 Penalty: 5191.820312
	Iteration 0F: 3 clusters Score -5164547 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -5173891.500000 Penalty: 5191.820312
	Iteration 1F: 3 clusters Score -5173892 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5174990.500000 Penalty: 5191.820312
	Iteration 2F: 3 clusters Score -5174990 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5176106.000000 Penalty: 5191.820312
	Iteration 3F: 3 clusters Score -5176106 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5177378.000000 Penalty: 5191.820312
	Iteration 4F: 3 clusters Score -5177378 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -5178819.500000 Penalty: 5191.820312
	Iteration 5F: 3 clusters Score -5178820 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5180233.500000 Penalty: 5191.820312
	Iteration 6F: 3 clusters Score -5180234 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5181414.500000 Penalty: 5191.820312
	Iteration 7F: 3 clusters Score -5181414 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -5182426.000000 Penalty: 5191.820312
	Iteration 8Q: 3 clusters Score -5182426 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5183289.000000 Penalty: 5191.820312
	Iteration 9Q: 3 clusters Score -5183289 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -5183894.500000 Penalty: 5191.820312
	Iteration 10Q: 3 clusters Score -5183894 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5184284.000000 Penalty: 5191.820312
	Iteration 11Q: 3 clusters Score -5184284 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5184549.000000 Penalty: 5191.820312
	Iteration 12Q: 3 clusters Score -5184549 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5184704.500000 Penalty: 5191.820312
	Iteration 13Q: 3 clusters Score -5184704 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5184869.500000 Penalty: 5191.820312
	Iteration 14Q: 3 clusters Score -5184870 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -5184997.000000 Penalty: 5191.820312
	Iteration 15Q: 3 clusters Score -5184997 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5185180.500000 Penalty: 5191.820312
	Iteration 16Q: 3 clusters Score -5185180 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -5185346.000000 Penalty: 5191.820312
	Iteration 17Q: 3 clusters Score -5185346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5185479.500000 Penalty: 5191.820312
	Iteration 18Q: 3 clusters Score -5185480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5185611.000000 Penalty: 5191.820312
	Iteration 19Q: 3 clusters Score -5185611 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5185710.000000 Penalty: 5191.820312
	Iteration 20F: 3 clusters Score -5185710 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -5185827.000000 Penalty: 5191.820312
	Iteration 21Q: 3 clusters Score -5185827 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -5185914.500000 Penalty: 5191.820312
	Iteration 22Q: 3 clusters Score -5185914 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5185986.500000 Penalty: 5191.820312
	Iteration 23Q: 3 clusters Score -5185986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -5186068.000000 Penalty: 5191.820312
	Iteration 24Q: 3 clusters Score -5186068 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5186125.000000 Penalty: 5191.820312
	Iteration 25Q: 3 clusters Score -5186125 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5186179.500000 Penalty: 5191.820312
	Iteration 26Q: 3 clusters Score -5186180 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5186255.500000 Penalty: 5191.820312
	Iteration 27Q: 3 clusters Score -5186256 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5186326.000000 Penalty: 5191.820312
	Iteration 28Q: 3 clusters Score -5186326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5186378.000000 Penalty: 5191.820312
	Iteration 29Q: 3 clusters Score -5186378 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -5186439.000000 Penalty: 5191.820312
	Iteration 30Q: 3 clusters Score -5186439 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5186470.000000 Penalty: 5191.820312
	Iteration 31Q: 3 clusters Score -5186470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5186514.500000 Penalty: 5191.820312
	Iteration 32Q: 3 clusters Score -5186514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5186565.000000 Penalty: 5191.820312
	Iteration 33Q: 3 clusters Score -5186565 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5186595.000000 Penalty: 5191.820312
	Iteration 34Q: 3 clusters Score -5186595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5186612.500000 Penalty: 5191.820312
	Iteration 35Q: 3 clusters Score -5186612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5186619.000000 Penalty: 5191.820312
	Iteration 36Q: 3 clusters Score -5186619 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5186651.500000 Penalty: 5191.820312
	Iteration 37Q: 3 clusters Score -5186652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5186679.000000 Penalty: 5191.820312
	Iteration 38Q: 3 clusters Score -5186679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5186693.000000 Penalty: 5191.820312
	Iteration 39Q: 3 clusters Score -5186693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5186706.500000 Penalty: 5191.820312
	Iteration 40F: 3 clusters Score -5186706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5186710.500000 Penalty: 5191.820312
	Iteration 41Q: 3 clusters Score -5186710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5186724.500000 Penalty: 5191.820312
	Iteration 42Q: 3 clusters Score -5186724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5186728.000000 Penalty: 5191.820312
	Iteration 43Q: 3 clusters Score -5186728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5186740.500000 Penalty: 5191.820312
	Iteration 44Q: 3 clusters Score -5186740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5186758.500000 Penalty: 5191.820312
	Iteration 45Q: 3 clusters Score -5186758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5186758.000000 Penalty: 5191.820312
	Iteration 46Q: 3 clusters Score -5186758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5186759.000000 Penalty: 5191.820312
	Iteration 47Q: 3 clusters Score -5186759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5186757.500000 Penalty: 5191.820312
	Iteration 48Q: 3 clusters Score -5186758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5186756.500000 Penalty: 5191.820312
	Iteration 49Q: 3 clusters Score -5186756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5186753.500000 Penalty: 5191.820312
	Iteration 50Q: 3 clusters Score -5186754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5186760.000000 Penalty: 5191.820312
	Iteration 51Q: 3 clusters Score -5186760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5186764.000000 Penalty: 5191.820312
	Iteration 52Q: 3 clusters Score -5186764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5186785.000000 Penalty: 5191.820312
	Iteration 53Q: 3 clusters Score -5186785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5186785.000000 Penalty: 5191.820312
	Iteration 54Q: 3 clusters Score -5186785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5186796.000000 Penalty: 5191.820312
	Iteration 55Q: 3 clusters Score -5186796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5186805.500000 Penalty: 5191.820312
	Iteration 56Q: 3 clusters Score -5186806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5186818.500000 Penalty: 5191.820312
	Iteration 57Q: 3 clusters Score -5186818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5186811.500000 Penalty: 5191.820312
	Iteration 58Q: 3 clusters Score -5186812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5186825.000000 Penalty: 5191.820312
	Iteration 59Q: 3 clusters Score -5186825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5186823.500000 Penalty: 5191.820312
	Iteration 60F: 3 clusters Score -5186824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5186823.500000 Penalty: 5191.820312
	Iteration 61Q: 3 clusters Score -5186824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5186824.500000 Penalty: 5191.820312
	Iteration 62Q: 3 clusters Score -5186824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5186823.500000 Penalty: 5191.820312
	Iteration 63Q: 3 clusters Score -5186824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5186823.000000 Penalty: 5191.820312
	Iteration 64Q: 3 clusters Score -5186823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5186825.000000 Penalty: 5191.820312
	Iteration 65Q: 3 clusters Score -5186825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5186821.500000 Penalty: 5191.820312
	Iteration 66Q: 3 clusters Score -5186822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5186818.000000 Penalty: 5191.820312
	Iteration 67Q: 3 clusters Score -5186818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5186818.500000 Penalty: 5191.820312
	Iteration 68Q: 3 clusters Score -5186818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5186817.000000 Penalty: 5191.820312
	Iteration 69Q: 3 clusters Score -5186817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5186821.000000 Penalty: 5191.820312
	Iteration 70Q: 3 clusters Score -5186821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5186821.000000 Penalty: 5191.820312
	Iteration 71Q: 3 clusters Score -5186821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5186821.000000 Penalty: 5191.820312
	Iteration 72F: 3 clusters Score -5186821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34522.851562 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34522.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33329.238281 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33329.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33422.156250 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33422.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33456.281250 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33456.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33466.468750 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33466.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33472.882812 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33472.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33472.882812 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -33472.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Entering Unmasked Estep 
Score: -7839128.500000 Penalty: 2684.418457
	Iteration 0F: 2 clusters Score -7839128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -7805281.500000 Penalty: 5368.836914
	Iteration 0F: 3 clusters Score -7805282 nChanged 23175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -7818269.500000 Penalty: 5368.836914
	Iteration 1F: 3 clusters Score -7818270 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7819003.500000 Penalty: 5368.836914
	Iteration 2Q: 3 clusters Score -7819004 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -7819840.500000 Penalty: 5368.836914
	Iteration 3Q: 3 clusters Score -7819840 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7820699.000000 Penalty: 5368.836914
	Iteration 4Q: 3 clusters Score -7820699 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -7821849.000000 Penalty: 5368.836914
	Iteration 5F: 3 clusters Score -7821849 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7823269.500000 Penalty: 5368.836914
	Iteration 6F: 3 clusters Score -7823270 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -7824950.000000 Penalty: 5368.836914
	Iteration 7F: 3 clusters Score -7824950 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -7826763.000000 Penalty: 5368.836914
	Iteration 8F: 3 clusters Score -7826763 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -7828664.500000 Penalty: 5368.836914
	Iteration 9F: 3 clusters Score -7828664 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -7830452.000000 Penalty: 5368.836914
	Iteration 10Q: 3 clusters Score -7830452 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -7832008.000000 Penalty: 5368.836914
	Iteration 11Q: 3 clusters Score -7832008 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -7833038.000000 Penalty: 5368.836914
	Iteration 12Q: 3 clusters Score -7833038 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -7833684.000000 Penalty: 5368.836914
	Iteration 13Q: 3 clusters Score -7833684 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -7834058.000000 Penalty: 5368.836914
	Iteration 14Q: 3 clusters Score -7834058 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -7834328.000000 Penalty: 5368.836914
	Iteration 15Q: 3 clusters Score -7834328 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7834583.500000 Penalty: 5368.836914
	Iteration 16Q: 3 clusters Score -7834584 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7834832.000000 Penalty: 5368.836914
	Iteration 17Q: 3 clusters Score -7834832 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7835026.500000 Penalty: 5368.836914
	Iteration 18Q: 3 clusters Score -7835026 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -7835172.000000 Penalty: 5368.836914
	Iteration 19Q: 3 clusters Score -7835172 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7835366.000000 Penalty: 5368.836914
	Iteration 20F: 3 clusters Score -7835366 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7835558.000000 Penalty: 5368.836914
	Iteration 21Q: 3 clusters Score -7835558 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7835642.000000 Penalty: 5368.836914
	Iteration 22Q: 3 clusters Score -7835642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7835774.500000 Penalty: 5368.836914
	Iteration 23Q: 3 clusters Score -7835774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7835906.000000 Penalty: 5368.836914
	Iteration 24Q: 3 clusters Score -7835906 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7836005.000000 Penalty: 5368.836914
	Iteration 25Q: 3 clusters Score -7836005 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7836104.000000 Penalty: 5368.836914
	Iteration 26Q: 3 clusters Score -7836104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7836219.500000 Penalty: 5368.836914
	Iteration 27Q: 3 clusters Score -7836220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7836320.500000 Penalty: 5368.836914
	Iteration 28Q: 3 clusters Score -7836320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7836405.500000 Penalty: 5368.836914
	Iteration 29Q: 3 clusters Score -7836406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7836463.500000 Penalty: 5368.836914
	Iteration 30Q: 3 clusters Score -7836464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7836501.000000 Penalty: 5368.836914
	Iteration 31Q: 3 clusters Score -7836501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7836543.000000 Penalty: 5368.836914
	Iteration 32Q: 3 clusters Score -7836543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7836577.000000 Penalty: 5368.836914
	Iteration 33Q: 3 clusters Score -7836577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7836596.000000 Penalty: 5368.836914
	Iteration 34Q: 3 clusters Score -7836596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7836610.500000 Penalty: 5368.836914
	Iteration 35Q: 3 clusters Score -7836610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7836627.500000 Penalty: 5368.836914
	Iteration 36Q: 3 clusters Score -7836628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7836642.500000 Penalty: 5368.836914
	Iteration 37Q: 3 clusters Score -7836642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7836643.000000 Penalty: 5368.836914
	Iteration 38Q: 3 clusters Score -7836643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7836660.000000 Penalty: 5368.836914
	Iteration 39Q: 3 clusters Score -7836660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7836679.000000 Penalty: 5368.836914
	Iteration 40F: 3 clusters Score -7836679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7836687.500000 Penalty: 5368.836914
	Iteration 41Q: 3 clusters Score -7836688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7836727.000000 Penalty: 5368.836914
	Iteration 42Q: 3 clusters Score -7836727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7836735.000000 Penalty: 5368.836914
	Iteration 43Q: 3 clusters Score -7836735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7836753.500000 Penalty: 5368.836914
	Iteration 44Q: 3 clusters Score -7836754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7836761.500000 Penalty: 5368.836914
	Iteration 45Q: 3 clusters Score -7836762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7836768.500000 Penalty: 5368.836914
	Iteration 46Q: 3 clusters Score -7836768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7836772.000000 Penalty: 5368.836914
	Iteration 47Q: 3 clusters Score -7836772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7836779.500000 Penalty: 5368.836914
	Iteration 48Q: 3 clusters Score -7836780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7836788.500000 Penalty: 5368.836914
	Iteration 49Q: 3 clusters Score -7836788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7836782.000000 Penalty: 5368.836914
	Iteration 50Q: 3 clusters Score -7836782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7836782.000000 Penalty: 5368.836914
	Iteration 51Q: 3 clusters Score -7836782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7836785.000000 Penalty: 5368.836914
	Iteration 52Q: 3 clusters Score -7836785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7836785.000000 Penalty: 5368.836914
	Iteration 53Q: 3 clusters Score -7836785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7836787.000000 Penalty: 5368.836914
	Iteration 54Q: 3 clusters Score -7836787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7836786.500000 Penalty: 5368.836914
	Iteration 55Q: 3 clusters Score -7836786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7836790.000000 Penalty: 5368.836914
	Iteration 56Q: 3 clusters Score -7836790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7836792.500000 Penalty: 5368.836914
	Iteration 57Q: 3 clusters Score -7836792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7836789.000000 Penalty: 5368.836914
	Iteration 58Q: 3 clusters Score -7836789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7836787.500000 Penalty: 5368.836914
	Iteration 59Q: 3 clusters Score -7836788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7836789.500000 Penalty: 5368.836914
	Iteration 60F: 3 clusters Score -7836790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7836791.500000 Penalty: 5368.836914
	Iteration 61Q: 3 clusters Score -7836792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7836788.000000 Penalty: 5368.836914
	Iteration 62Q: 3 clusters Score -7836788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7836788.500000 Penalty: 5368.836914
	Iteration 63Q: 3 clusters Score -7836788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7836787.500000 Penalty: 5368.836914
	Iteration 64Q: 3 clusters Score -7836788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7836795.000000 Penalty: 5368.836914
	Iteration 65Q: 3 clusters Score -7836795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7836795.000000 Penalty: 5368.836914
	Iteration 66F: 3 clusters Score -7836795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -986537.187500 Penalty: 2179.533203
	Iteration 0F: 2 clusters Score -986537.2 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 3295 members 
Entering Unmasked Estep 
Score: -980940.187500 Penalty: 4359.066406
	Iteration 0F: 3 clusters Score -980940.2 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -982435.687500 Penalty: 4359.066406
	Iteration 1F: 3 clusters Score -982435.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -982824.625000 Penalty: 4359.066406
	Iteration 2F: 3 clusters Score -982824.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -983225.500000 Penalty: 4359.066406
	Iteration 3F: 3 clusters Score -983225.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -983583.875000 Penalty: 4359.066406
	Iteration 4F: 3 clusters Score -983583.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -983948.125000 Penalty: 4359.066406
	Iteration 5F: 3 clusters Score -983948.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -984344.125000 Penalty: 4359.066406
	Iteration 6F: 3 clusters Score -984344.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -984869.437500 Penalty: 4359.066406
	Iteration 7F: 3 clusters Score -984869.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -985330.562500 Penalty: 4359.066406
	Iteration 8F: 3 clusters Score -985330.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -985631.312500 Penalty: 4359.066406
	Iteration 9Q: 3 clusters Score -985631.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -985819.875000 Penalty: 4359.066406
	Iteration 10Q: 3 clusters Score -985819.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -985960.250000 Penalty: 4359.066406
	Iteration 11Q: 3 clusters Score -985960.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -986049.875000 Penalty: 4359.066406
	Iteration 12Q: 3 clusters Score -986049.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -986097.562500 Penalty: 4359.066406
	Iteration 13Q: 3 clusters Score -986097.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -986132.187500 Penalty: 4359.066406
	Iteration 14Q: 3 clusters Score -986132.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -986151.750000 Penalty: 4359.066406
	Iteration 15Q: 3 clusters Score -986151.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -986162.937500 Penalty: 4359.066406
	Iteration 16Q: 3 clusters Score -986162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -986170.562500 Penalty: 4359.066406
	Iteration 17Q: 3 clusters Score -986170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -986173.750000 Penalty: 4359.066406
	Iteration 18Q: 3 clusters Score -986173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -986176.500000 Penalty: 4359.066406
	Iteration 19Q: 3 clusters Score -986176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -986176.687500 Penalty: 4359.066406
	Iteration 20F: 3 clusters Score -986176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -986176.000000 Penalty: 4359.066406
	Iteration 21Q: 3 clusters Score -986176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -986175.250000 Penalty: 4359.066406
	Iteration 22Q: 3 clusters Score -986175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -986176.062500 Penalty: 4359.066406
	Iteration 23Q: 3 clusters Score -986176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -986177.312500 Penalty: 4359.066406
	Iteration 24Q: 3 clusters Score -986177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -986177.625000 Penalty: 4359.066406
	Iteration 25Q: 3 clusters Score -986177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -986177.625000 Penalty: 4359.066406
	Iteration 26F: 3 clusters Score -986177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -31254.640625 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -31254.64 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 113 members 
Entering Unmasked Estep 
Score: -30104.248047 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -30104.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30182.378906 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -30182.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30208.164062 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -30208.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30212.394531 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -30212.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30220.019531 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -30220.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30220.019531 Penalty: 2695.126221
	Iteration 5F: 3 clusters Score -30220.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -191038.812500 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -191038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188950.578125 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -188950.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189302.265625 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -189302.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189419.046875 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -189419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189494.015625 Penalty: 3545.189453
	Iteration 3Q: 3 clusters Score -189494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189549.328125 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -189549.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -189593.390625 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -189593.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189626.156250 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -189626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -189647.859375 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -189647.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189676.140625 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -189676.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189697.250000 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -189697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -189712.031250 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -189712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189715.671875 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -189715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189719.765625 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -189719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -189729.125000 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -189729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189739.625000 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -189739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189747.031250 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -189747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -189750.500000 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -189750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -189753.359375 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -189753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189760.890625 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -189760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189769.109375 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -189769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189771.984375 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -189772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189774.687500 Penalty: 3545.189453
	Iteration 21Q: 3 clusters Score -189774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189774.687500 Penalty: 3545.189453
	Iteration 22F: 3 clusters Score -189774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1477345.500000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -1477346 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 4951 members 
Entering Unmasked Estep 
Score: -1469785.125000 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -1469785 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1471974.750000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -1471975 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1472321.000000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -1472321 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1472591.375000 Penalty: 4558.156738
	Iteration 3F: 3 clusters Score -1472591 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1472813.750000 Penalty: 4558.156738
	Iteration 4Q: 3 clusters Score -1472814 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1473029.375000 Penalty: 4558.156738
	Iteration 5Q: 3 clusters Score -1473029 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1473256.250000 Penalty: 4558.156738
	Iteration 6Q: 3 clusters Score -1473256 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1473492.750000 Penalty: 4558.156738
	Iteration 7Q: 3 clusters Score -1473493 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1473722.875000 Penalty: 4558.156738
	Iteration 8Q: 3 clusters Score -1473723 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1473961.000000 Penalty: 4558.156738
	Iteration 9Q: 3 clusters Score -1473961 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1474246.375000 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -1474246 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1474545.250000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -1474545 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1474811.625000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -1474812 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1475017.375000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -1475017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1475172.750000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -1475173 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1475271.875000 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -1475272 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1475333.125000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -1475333 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1475377.875000 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -1475378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1475412.250000 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -1475412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1475445.125000 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -1475445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1475475.750000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -1475476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1475500.750000 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -1475501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1475520.250000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -1475520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1475537.125000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -1475537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1475542.000000 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -1475542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1475549.875000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -1475550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1475555.500000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -1475556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1475560.375000 Penalty: 4558.156738
	Iteration 27Q: 3 clusters Score -1475560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1475564.875000 Penalty: 4558.156738
	Iteration 28Q: 3 clusters Score -1475565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1475565.250000 Penalty: 4558.156738
	Iteration 29Q: 3 clusters Score -1475565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1475574.750000 Penalty: 4558.156738
	Iteration 30Q: 3 clusters Score -1475575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1475574.750000 Penalty: 4558.156738
	Iteration 31Q: 3 clusters Score -1475575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1475576.250000 Penalty: 4558.156738
	Iteration 32Q: 3 clusters Score -1475576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1475577.500000 Penalty: 4558.156738
	Iteration 33Q: 3 clusters Score -1475578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1475576.625000 Penalty: 4558.156738
	Iteration 34Q: 3 clusters Score -1475577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1475579.750000 Penalty: 4558.156738
	Iteration 35Q: 3 clusters Score -1475580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1475579.750000 Penalty: 4558.156738
	Iteration 36F: 3 clusters Score -1475580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -102431.609375 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -102431.6 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 364 members 
Entering Unmasked Estep 
Score: -100737.210938 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -100737.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100995.445312 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -100995.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101072.093750 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -101072.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101139.687500 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -101139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101180.492188 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -101180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101219.234375 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -101219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101267.296875 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -101267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101302.804688 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -101302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101359.546875 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -101359.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101398.882812 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -101398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101431.781250 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -101431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101475.164062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -101475.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101527.898438 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -101527.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101583.492188 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -101583.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101638.078125 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -101638.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101697.023438 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -101697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101745.429688 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -101745.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101789.726562 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -101789.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101829.812500 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -101829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101863.703125 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -101863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101887.671875 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -101887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101903.148438 Penalty: 3284.877197
	Iteration 21Q: 3 clusters Score -101903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101914.460938 Penalty: 3284.877197
	Iteration 22Q: 3 clusters Score -101914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101930.164062 Penalty: 3284.877197
	Iteration 23Q: 3 clusters Score -101930.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101946.539062 Penalty: 3284.877197
	Iteration 24Q: 3 clusters Score -101946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101953.937500 Penalty: 3284.877197
	Iteration 25Q: 3 clusters Score -101953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101956.062500 Penalty: 3284.877197
	Iteration 26Q: 3 clusters Score -101956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101956.062500 Penalty: 3284.877197
	Iteration 27F: 3 clusters Score -101956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Entering Unmasked Estep 
Score: -4625390.000000 Penalty: 2554.244629
	Iteration 0F: 2 clusters Score -4625390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4605022.000000 Penalty: 5108.489258
	Iteration 0F: 3 clusters Score -4605022 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4612503.000000 Penalty: 5108.489258
	Iteration 1F: 3 clusters Score -4612503 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4613107.000000 Penalty: 5108.489258
	Iteration 2F: 3 clusters Score -4613107 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4613700.000000 Penalty: 5108.489258
	Iteration 3Q: 3 clusters Score -4613700 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4614218.000000 Penalty: 5108.489258
	Iteration 4Q: 3 clusters Score -4614218 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4614752.500000 Penalty: 5108.489258
	Iteration 5Q: 3 clusters Score -4614752 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4615331.000000 Penalty: 5108.489258
	Iteration 6Q: 3 clusters Score -4615331 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4615964.000000 Penalty: 5108.489258
	Iteration 7Q: 3 clusters Score -4615964 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4616609.500000 Penalty: 5108.489258
	Iteration 8Q: 3 clusters Score -4616610 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4617173.000000 Penalty: 5108.489258
	Iteration 9Q: 3 clusters Score -4617173 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4617659.000000 Penalty: 5108.489258
	Iteration 10Q: 3 clusters Score -4617659 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4618097.500000 Penalty: 5108.489258
	Iteration 11Q: 3 clusters Score -4618098 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4618527.000000 Penalty: 5108.489258
	Iteration 12Q: 3 clusters Score -4618527 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4618939.500000 Penalty: 5108.489258
	Iteration 13Q: 3 clusters Score -4618940 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4619446.500000 Penalty: 5108.489258
	Iteration 14Q: 3 clusters Score -4619446 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4620006.500000 Penalty: 5108.489258
	Iteration 15Q: 3 clusters Score -4620006 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4620631.000000 Penalty: 5108.489258
	Iteration 16Q: 3 clusters Score -4620631 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4621220.000000 Penalty: 5108.489258
	Iteration 17Q: 3 clusters Score -4621220 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4621710.000000 Penalty: 5108.489258
	Iteration 18Q: 3 clusters Score -4621710 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4622027.500000 Penalty: 5108.489258
	Iteration 19Q: 3 clusters Score -4622028 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4622215.000000 Penalty: 5108.489258
	Iteration 20F: 3 clusters Score -4622215 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4622360.500000 Penalty: 5108.489258
	Iteration 21Q: 3 clusters Score -4622360 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4622441.000000 Penalty: 5108.489258
	Iteration 22Q: 3 clusters Score -4622441 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4622518.500000 Penalty: 5108.489258
	Iteration 23Q: 3 clusters Score -4622518 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4622572.000000 Penalty: 5108.489258
	Iteration 24Q: 3 clusters Score -4622572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4622660.500000 Penalty: 5108.489258
	Iteration 25Q: 3 clusters Score -4622660 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4622711.500000 Penalty: 5108.489258
	Iteration 26Q: 3 clusters Score -4622712 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4622786.500000 Penalty: 5108.489258
	Iteration 27Q: 3 clusters Score -4622786 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4622848.000000 Penalty: 5108.489258
	Iteration 28Q: 3 clusters Score -4622848 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4622932.000000 Penalty: 5108.489258
	Iteration 29Q: 3 clusters Score -4622932 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4623016.000000 Penalty: 5108.489258
	Iteration 30Q: 3 clusters Score -4623016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4623096.000000 Penalty: 5108.489258
	Iteration 31Q: 3 clusters Score -4623096 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4623189.500000 Penalty: 5108.489258
	Iteration 32Q: 3 clusters Score -4623190 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4623320.500000 Penalty: 5108.489258
	Iteration 33Q: 3 clusters Score -4623320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4623458.500000 Penalty: 5108.489258
	Iteration 34Q: 3 clusters Score -4623458 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4623611.500000 Penalty: 5108.489258
	Iteration 35Q: 3 clusters Score -4623612 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4623736.500000 Penalty: 5108.489258
	Iteration 36Q: 3 clusters Score -4623736 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4623862.500000 Penalty: 5108.489258
	Iteration 37Q: 3 clusters Score -4623862 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4624023.000000 Penalty: 5108.489258
	Iteration 38Q: 3 clusters Score -4624023 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4624145.000000 Penalty: 5108.489258
	Iteration 39Q: 3 clusters Score -4624145 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4624229.000000 Penalty: 5108.489258
	Iteration 40F: 3 clusters Score -4624229 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4624306.500000 Penalty: 5108.489258
	Iteration 41Q: 3 clusters Score -4624306 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4624374.500000 Penalty: 5108.489258
	Iteration 42Q: 3 clusters Score -4624374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -4624417.000000 Penalty: 5108.489258
	Iteration 43Q: 3 clusters Score -4624417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4624448.000000 Penalty: 5108.489258
	Iteration 44Q: 3 clusters Score -4624448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4624475.500000 Penalty: 5108.489258
	Iteration 45Q: 3 clusters Score -4624476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4624498.000000 Penalty: 5108.489258
	Iteration 46Q: 3 clusters Score -4624498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4624506.500000 Penalty: 5108.489258
	Iteration 47Q: 3 clusters Score -4624506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4624526.000000 Penalty: 5108.489258
	Iteration 48Q: 3 clusters Score -4624526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4624539.000000 Penalty: 5108.489258
	Iteration 49Q: 3 clusters Score -4624539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4624547.500000 Penalty: 5108.489258
	Iteration 50Q: 3 clusters Score -4624548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4624568.000000 Penalty: 5108.489258
	Iteration 51Q: 3 clusters Score -4624568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -4624576.000000 Penalty: 5108.489258
	Iteration 52Q: 3 clusters Score -4624576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4624585.500000 Penalty: 5108.489258
	Iteration 53Q: 3 clusters Score -4624586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4624591.000000 Penalty: 5108.489258
	Iteration 54Q: 3 clusters Score -4624591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4624587.000000 Penalty: 5108.489258
	Iteration 55Q: 3 clusters Score -4624587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4624599.000000 Penalty: 5108.489258
	Iteration 56Q: 3 clusters Score -4624599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4624602.500000 Penalty: 5108.489258
	Iteration 57Q: 3 clusters Score -4624602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4624612.000000 Penalty: 5108.489258
	Iteration 58Q: 3 clusters Score -4624612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4624611.500000 Penalty: 5108.489258
	Iteration 59Q: 3 clusters Score -4624612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -4624614.500000 Penalty: 5108.489258
	Iteration 60F: 3 clusters Score -4624614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4624620.000000 Penalty: 5108.489258
	Iteration 61Q: 3 clusters Score -4624620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4624615.000000 Penalty: 5108.489258
	Iteration 62Q: 3 clusters Score -4624615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4624620.000000 Penalty: 5108.489258
	Iteration 63Q: 3 clusters Score -4624620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4624622.500000 Penalty: 5108.489258
	Iteration 64Q: 3 clusters Score -4624622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4624622.000000 Penalty: 5108.489258
	Iteration 65Q: 3 clusters Score -4624622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4624623.500000 Penalty: 5108.489258
	Iteration 66Q: 3 clusters Score -4624624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4624622.000000 Penalty: 5108.489258
	Iteration 67Q: 3 clusters Score -4624622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4624622.000000 Penalty: 5108.489258
	Iteration 68Q: 3 clusters Score -4624622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4624625.500000 Penalty: 5108.489258
	Iteration 69Q: 3 clusters Score -4624626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4624628.000000 Penalty: 5108.489258
	Iteration 70Q: 3 clusters Score -4624628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -4624624.500000 Penalty: 5108.489258
	Iteration 71Q: 3 clusters Score -4624624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4624625.000000 Penalty: 5108.489258
	Iteration 72Q: 3 clusters Score -4624625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4624627.000000 Penalty: 5108.489258
	Iteration 73Q: 3 clusters Score -4624627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4624628.000000 Penalty: 5108.489258
	Iteration 74Q: 3 clusters Score -4624628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4624628.000000 Penalty: 5108.489258
	Iteration 75F: 3 clusters Score -4624628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -61226.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -61226.54 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 223 members 
Entering Unmasked Estep 
Score: -59810.449219 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -59810.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59982.171875 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -59982.17 nChanged 18
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: -60014.820312 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -60014.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60030.671875 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -60030.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60035.785156 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -60035.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60041.929688 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -60041.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60055.203125 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -60055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60057.613281 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -60057.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60057.613281 Penalty: 2991.219971
	Iteration 8F: 3 clusters Score -60057.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Entering Unmasked Estep 
Score: -2582550.250000 Penalty: 2419.078613
	Iteration 0F: 2 clusters Score -2582550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2570335.250000 Penalty: 4838.157227
	Iteration 0F: 3 clusters Score -2570335 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2575015.500000 Penalty: 4838.157227
	Iteration 1F: 3 clusters Score -2575016 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2576257.500000 Penalty: 4838.157227
	Iteration 2F: 3 clusters Score -2576258 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2577605.000000 Penalty: 4838.157227
	Iteration 3F: 3 clusters Score -2577605 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2578691.500000 Penalty: 4838.157227
	Iteration 4F: 3 clusters Score -2578692 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2579439.250000 Penalty: 4838.157227
	Iteration 5F: 3 clusters Score -2579439 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2579916.250000 Penalty: 4838.157227
	Iteration 6F: 3 clusters Score -2579916 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2580202.000000 Penalty: 4838.157227
	Iteration 7Q: 3 clusters Score -2580202 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2580409.500000 Penalty: 4838.157227
	Iteration 8Q: 3 clusters Score -2580410 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2580515.500000 Penalty: 4838.157227
	Iteration 9Q: 3 clusters Score -2580516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2580605.250000 Penalty: 4838.157227
	Iteration 10Q: 3 clusters Score -2580605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2580660.500000 Penalty: 4838.157227
	Iteration 11Q: 3 clusters Score -2580660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2580722.250000 Penalty: 4838.157227
	Iteration 12Q: 3 clusters Score -2580722 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2580799.250000 Penalty: 4838.157227
	Iteration 13Q: 3 clusters Score -2580799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2580856.250000 Penalty: 4838.157227
	Iteration 14Q: 3 clusters Score -2580856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2580896.750000 Penalty: 4838.157227
	Iteration 15Q: 3 clusters Score -2580897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2580939.500000 Penalty: 4838.157227
	Iteration 16Q: 3 clusters Score -2580940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2580964.250000 Penalty: 4838.157227
	Iteration 17Q: 3 clusters Score -2580964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2580986.750000 Penalty: 4838.157227
	Iteration 18Q: 3 clusters Score -2580987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2580998.000000 Penalty: 4838.157227
	Iteration 19Q: 3 clusters Score -2580998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2581012.000000 Penalty: 4838.157227
	Iteration 20F: 3 clusters Score -2581012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2581024.000000 Penalty: 4838.157227
	Iteration 21Q: 3 clusters Score -2581024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2581043.500000 Penalty: 4838.157227
	Iteration 22Q: 3 clusters Score -2581044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2581045.500000 Penalty: 4838.157227
	Iteration 23Q: 3 clusters Score -2581046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2581052.500000 Penalty: 4838.157227
	Iteration 24Q: 3 clusters Score -2581052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2581070.000000 Penalty: 4838.157227
	Iteration 25Q: 3 clusters Score -2581070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2581069.500000 Penalty: 4838.157227
	Iteration 26Q: 3 clusters Score -2581070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2581069.000000 Penalty: 4838.157227
	Iteration 27Q: 3 clusters Score -2581069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2581079.500000 Penalty: 4838.157227
	Iteration 28Q: 3 clusters Score -2581080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2581084.750000 Penalty: 4838.157227
	Iteration 29Q: 3 clusters Score -2581085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2581082.000000 Penalty: 4838.157227
	Iteration 30Q: 3 clusters Score -2581082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2581089.250000 Penalty: 4838.157227
	Iteration 31Q: 3 clusters Score -2581089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2581093.750000 Penalty: 4838.157227
	Iteration 32Q: 3 clusters Score -2581094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2581096.250000 Penalty: 4838.157227
	Iteration 33Q: 3 clusters Score -2581096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2581102.000000 Penalty: 4838.157227
	Iteration 34Q: 3 clusters Score -2581102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2581106.500000 Penalty: 4838.157227
	Iteration 35Q: 3 clusters Score -2581106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2581109.500000 Penalty: 4838.157227
	Iteration 36Q: 3 clusters Score -2581110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2581116.500000 Penalty: 4838.157227
	Iteration 37Q: 3 clusters Score -2581116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2581119.500000 Penalty: 4838.157227
	Iteration 38Q: 3 clusters Score -2581120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2581121.000000 Penalty: 4838.157227
	Iteration 39Q: 3 clusters Score -2581121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2581126.750000 Penalty: 4838.157227
	Iteration 40F: 3 clusters Score -2581127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2581128.750000 Penalty: 4838.157227
	Iteration 41Q: 3 clusters Score -2581129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2581129.750000 Penalty: 4838.157227
	Iteration 42Q: 3 clusters Score -2581130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2581129.500000 Penalty: 4838.157227
	Iteration 43Q: 3 clusters Score -2581130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2581136.750000 Penalty: 4838.157227
	Iteration 44Q: 3 clusters Score -2581137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2581138.750000 Penalty: 4838.157227
	Iteration 45Q: 3 clusters Score -2581139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2581142.750000 Penalty: 4838.157227
	Iteration 46Q: 3 clusters Score -2581143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2581139.250000 Penalty: 4838.157227
	Iteration 47Q: 3 clusters Score -2581139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2581142.750000 Penalty: 4838.157227
	Iteration 48Q: 3 clusters Score -2581143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2581145.750000 Penalty: 4838.157227
	Iteration 49Q: 3 clusters Score -2581146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2581147.000000 Penalty: 4838.157227
	Iteration 50Q: 3 clusters Score -2581147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2581153.000000 Penalty: 4838.157227
	Iteration 51Q: 3 clusters Score -2581153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2581156.000000 Penalty: 4838.157227
	Iteration 52Q: 3 clusters Score -2581156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2581156.750000 Penalty: 4838.157227
	Iteration 53Q: 3 clusters Score -2581157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2581154.250000 Penalty: 4838.157227
	Iteration 54Q: 3 clusters Score -2581154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2581156.000000 Penalty: 4838.157227
	Iteration 55Q: 3 clusters Score -2581156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2581160.500000 Penalty: 4838.157227
	Iteration 56Q: 3 clusters Score -2581160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2581164.000000 Penalty: 4838.157227
	Iteration 57Q: 3 clusters Score -2581164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2581163.250000 Penalty: 4838.157227
	Iteration 58Q: 3 clusters Score -2581163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2581165.250000 Penalty: 4838.157227
	Iteration 59Q: 3 clusters Score -2581165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2581166.250000 Penalty: 4838.157227
	Iteration 60F: 3 clusters Score -2581166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2581159.500000 Penalty: 4838.157227
	Iteration 61Q: 3 clusters Score -2581160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2581166.500000 Penalty: 4838.157227
	Iteration 62Q: 3 clusters Score -2581166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2581168.500000 Penalty: 4838.157227
	Iteration 63Q: 3 clusters Score -2581168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2581166.250000 Penalty: 4838.157227
	Iteration 64Q: 3 clusters Score -2581166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2581165.250000 Penalty: 4838.157227
	Iteration 65Q: 3 clusters Score -2581165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2581165.500000 Penalty: 4838.157227
	Iteration 66Q: 3 clusters Score -2581166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2581165.500000 Penalty: 4838.157227
	Iteration 67Q: 3 clusters Score -2581166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2581165.500000 Penalty: 4838.157227
	Iteration 68F: 3 clusters Score -2581166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Entering Unmasked Estep 
Score: -3201046.500000 Penalty: 2464.392578
	Iteration 0F: 2 clusters Score -3201046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3186601.500000 Penalty: 4928.785156
	Iteration 0F: 3 clusters Score -3186602 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3191505.500000 Penalty: 4928.785156
	Iteration 1F: 3 clusters Score -3191506 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3192174.250000 Penalty: 4928.785156
	Iteration 2F: 3 clusters Score -3192174 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3192959.250000 Penalty: 4928.785156
	Iteration 3F: 3 clusters Score -3192959 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3193960.250000 Penalty: 4928.785156
	Iteration 4F: 3 clusters Score -3193960 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3194984.500000 Penalty: 4928.785156
	Iteration 5F: 3 clusters Score -3194984 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3195906.250000 Penalty: 4928.785156
	Iteration 6F: 3 clusters Score -3195906 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3196561.750000 Penalty: 4928.785156
	Iteration 7F: 3 clusters Score -3196562 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3196980.750000 Penalty: 4928.785156
	Iteration 8Q: 3 clusters Score -3196981 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3197261.750000 Penalty: 4928.785156
	Iteration 9Q: 3 clusters Score -3197262 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3197413.500000 Penalty: 4928.785156
	Iteration 10Q: 3 clusters Score -3197414 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3197494.750000 Penalty: 4928.785156
	Iteration 11Q: 3 clusters Score -3197495 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3197552.500000 Penalty: 4928.785156
	Iteration 12Q: 3 clusters Score -3197552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3197573.000000 Penalty: 4928.785156
	Iteration 13Q: 3 clusters Score -3197573 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3197599.000000 Penalty: 4928.785156
	Iteration 14Q: 3 clusters Score -3197599 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3197611.750000 Penalty: 4928.785156
	Iteration 15Q: 3 clusters Score -3197612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3197623.250000 Penalty: 4928.785156
	Iteration 16Q: 3 clusters Score -3197623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3197637.000000 Penalty: 4928.785156
	Iteration 17Q: 3 clusters Score -3197637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3197637.000000 Penalty: 4928.785156
	Iteration 18Q: 3 clusters Score -3197637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3197644.500000 Penalty: 4928.785156
	Iteration 19Q: 3 clusters Score -3197644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3197649.750000 Penalty: 4928.785156
	Iteration 20F: 3 clusters Score -3197650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3197662.500000 Penalty: 4928.785156
	Iteration 21Q: 3 clusters Score -3197662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3197675.500000 Penalty: 4928.785156
	Iteration 22Q: 3 clusters Score -3197676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3197671.750000 Penalty: 4928.785156
	Iteration 23Q: 3 clusters Score -3197672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3197664.500000 Penalty: 4928.785156
	Iteration 24Q: 3 clusters Score -3197664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3197669.000000 Penalty: 4928.785156
	Iteration 25Q: 3 clusters Score -3197669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3197673.000000 Penalty: 4928.785156
	Iteration 26Q: 3 clusters Score -3197673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3197674.750000 Penalty: 4928.785156
	Iteration 27Q: 3 clusters Score -3197675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3197677.500000 Penalty: 4928.785156
	Iteration 28Q: 3 clusters Score -3197678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3197681.000000 Penalty: 4928.785156
	Iteration 29Q: 3 clusters Score -3197681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3197688.500000 Penalty: 4928.785156
	Iteration 30Q: 3 clusters Score -3197688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3197686.500000 Penalty: 4928.785156
	Iteration 31Q: 3 clusters Score -3197686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3197686.250000 Penalty: 4928.785156
	Iteration 32Q: 3 clusters Score -3197686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3197686.750000 Penalty: 4928.785156
	Iteration 33Q: 3 clusters Score -3197687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3197687.500000 Penalty: 4928.785156
	Iteration 34Q: 3 clusters Score -3197688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3197685.500000 Penalty: 4928.785156
	Iteration 35Q: 3 clusters Score -3197686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3197694.750000 Penalty: 4928.785156
	Iteration 36Q: 3 clusters Score -3197695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3197692.500000 Penalty: 4928.785156
	Iteration 37Q: 3 clusters Score -3197692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3197687.000000 Penalty: 4928.785156
	Iteration 38Q: 3 clusters Score -3197687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3197688.750000 Penalty: 4928.785156
	Iteration 39Q: 3 clusters Score -3197689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3197688.750000 Penalty: 4928.785156
	Iteration 40F: 3 clusters Score -3197689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3197691.250000 Penalty: 4928.785156
	Iteration 41Q: 3 clusters Score -3197691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3197696.000000 Penalty: 4928.785156
	Iteration 42Q: 3 clusters Score -3197696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3197695.750000 Penalty: 4928.785156
	Iteration 43Q: 3 clusters Score -3197696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3197695.500000 Penalty: 4928.785156
	Iteration 44Q: 3 clusters Score -3197696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3197694.000000 Penalty: 4928.785156
	Iteration 45Q: 3 clusters Score -3197694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3197695.500000 Penalty: 4928.785156
	Iteration 46Q: 3 clusters Score -3197696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3197693.000000 Penalty: 4928.785156
	Iteration 47Q: 3 clusters Score -3197693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3197696.500000 Penalty: 4928.785156
	Iteration 48Q: 3 clusters Score -3197696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3197697.750000 Penalty: 4928.785156
	Iteration 49Q: 3 clusters Score -3197698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3197695.750000 Penalty: 4928.785156
	Iteration 50Q: 3 clusters Score -3197696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3197695.500000 Penalty: 4928.785156
	Iteration 51Q: 3 clusters Score -3197696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3197695.750000 Penalty: 4928.785156
	Iteration 52Q: 3 clusters Score -3197696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3197693.750000 Penalty: 4928.785156
	Iteration 53Q: 3 clusters Score -3197694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3197690.750000 Penalty: 4928.785156
	Iteration 54Q: 3 clusters Score -3197691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3197693.000000 Penalty: 4928.785156
	Iteration 55Q: 3 clusters Score -3197693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3197696.250000 Penalty: 4928.785156
	Iteration 56Q: 3 clusters Score -3197696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3197702.000000 Penalty: 4928.785156
	Iteration 57Q: 3 clusters Score -3197702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3197697.750000 Penalty: 4928.785156
	Iteration 58Q: 3 clusters Score -3197698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3197698.500000 Penalty: 4928.785156
	Iteration 59Q: 3 clusters Score -3197698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3197696.250000 Penalty: 4928.785156
	Iteration 60F: 3 clusters Score -3197696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -556005.937500 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -556005.9 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 1854 members 
Entering Unmasked Estep 
Score: -552368.250000 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -552368.2 nChanged 1326
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: -553132.937500 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -553132.9 nChanged 280
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: -553287.687500 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -553287.7 nChanged 146
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: -553370.437500 Penalty: 4072.625977
	Iteration 3Q: 3 clusters Score -553370.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -553435.250000 Penalty: 4072.625977
	Iteration 4Q: 3 clusters Score -553435.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -553483.000000 Penalty: 4072.625977
	Iteration 5Q: 3 clusters Score -553483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -553522.187500 Penalty: 4072.625977
	Iteration 6Q: 3 clusters Score -553522.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -553548.625000 Penalty: 4072.625977
	Iteration 7Q: 3 clusters Score -553548.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -553565.875000 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -553565.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -553581.187500 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -553581.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -553597.187500 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -553597.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -553614.312500 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -553614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -553630.000000 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -553630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -553641.937500 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -553641.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -553651.312500 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -553651.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -553660.875000 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -553660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -553672.062500 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -553672.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -553682.625000 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -553682.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -553690.812500 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -553690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -553697.562500 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -553697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -553704.250000 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -553704.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -553710.375000 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -553710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -553718.125000 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -553718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -553723.062500 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -553723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -553727.625000 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -553727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -553730.562500 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -553730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -553733.437500 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -553733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -553735.125000 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -553735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -553737.312500 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -553737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -553740.125000 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -553740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -553743.062500 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -553743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -553747.937500 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -553747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -553750.437500 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -553750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -553752.375000 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -553752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -553754.812500 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -553754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -553757.812500 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -553757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -553761.000000 Penalty: 4072.625977
	Iteration 36Q: 3 clusters Score -553761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -553761.687500 Penalty: 4072.625977
	Iteration 37Q: 3 clusters Score -553761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -553764.375000 Penalty: 4072.625977
	Iteration 38Q: 3 clusters Score -553764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -553768.000000 Penalty: 4072.625977
	Iteration 39Q: 3 clusters Score -553768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -553769.562500 Penalty: 4072.625977
	Iteration 40F: 3 clusters Score -553769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -553771.000000 Penalty: 4072.625977
	Iteration 41Q: 3 clusters Score -553771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -553772.187500 Penalty: 4072.625977
	Iteration 42Q: 3 clusters Score -553772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -553773.312500 Penalty: 4072.625977
	Iteration 43Q: 3 clusters Score -553773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -553777.687500 Penalty: 4072.625977
	Iteration 44Q: 3 clusters Score -553777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -553783.500000 Penalty: 4072.625977
	Iteration 45Q: 3 clusters Score -553783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -553785.812500 Penalty: 4072.625977
	Iteration 46Q: 3 clusters Score -553785.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -553789.875000 Penalty: 4072.625977
	Iteration 47Q: 3 clusters Score -553789.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -553795.000000 Penalty: 4072.625977
	Iteration 48Q: 3 clusters Score -553795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -553801.750000 Penalty: 4072.625977
	Iteration 49Q: 3 clusters Score -553801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -553805.187500 Penalty: 4072.625977
	Iteration 50Q: 3 clusters Score -553805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -553808.312500 Penalty: 4072.625977
	Iteration 51Q: 3 clusters Score -553808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -553811.875000 Penalty: 4072.625977
	Iteration 52Q: 3 clusters Score -553811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -553814.187500 Penalty: 4072.625977
	Iteration 53Q: 3 clusters Score -553814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -553816.625000 Penalty: 4072.625977
	Iteration 54Q: 3 clusters Score -553816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -553819.625000 Penalty: 4072.625977
	Iteration 55Q: 3 clusters Score -553819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -553821.375000 Penalty: 4072.625977
	Iteration 56Q: 3 clusters Score -553821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -553825.687500 Penalty: 4072.625977
	Iteration 57Q: 3 clusters Score -553825.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -553829.812500 Penalty: 4072.625977
	Iteration 58Q: 3 clusters Score -553829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -553832.250000 Penalty: 4072.625977
	Iteration 59Q: 3 clusters Score -553832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -553834.812500 Penalty: 4072.625977
	Iteration 60F: 3 clusters Score -553834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -553838.875000 Penalty: 4072.625977
	Iteration 61Q: 3 clusters Score -553838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -553840.750000 Penalty: 4072.625977
	Iteration 62Q: 3 clusters Score -553840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -553844.875000 Penalty: 4072.625977
	Iteration 63Q: 3 clusters Score -553844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -553849.125000 Penalty: 4072.625977
	Iteration 64Q: 3 clusters Score -553849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -553856.500000 Penalty: 4072.625977
	Iteration 65Q: 3 clusters Score -553856.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -553861.562500 Penalty: 4072.625977
	Iteration 66Q: 3 clusters Score -553861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -553864.875000 Penalty: 4072.625977
	Iteration 67Q: 3 clusters Score -553864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -553868.687500 Penalty: 4072.625977
	Iteration 68Q: 3 clusters Score -553868.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -553872.437500 Penalty: 4072.625977
	Iteration 69Q: 3 clusters Score -553872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -553876.437500 Penalty: 4072.625977
	Iteration 70Q: 3 clusters Score -553876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -553879.500000 Penalty: 4072.625977
	Iteration 71Q: 3 clusters Score -553879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -553884.375000 Penalty: 4072.625977
	Iteration 72Q: 3 clusters Score -553884.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -553892.062500 Penalty: 4072.625977
	Iteration 73Q: 3 clusters Score -553892.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -553897.812500 Penalty: 4072.625977
	Iteration 74Q: 3 clusters Score -553897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -553902.625000 Penalty: 4072.625977
	Iteration 75Q: 3 clusters Score -553902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -553907.687500 Penalty: 4072.625977
	Iteration 76Q: 3 clusters Score -553907.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -553911.625000 Penalty: 4072.625977
	Iteration 77Q: 3 clusters Score -553911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -553916.812500 Penalty: 4072.625977
	Iteration 78Q: 3 clusters Score -553916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -553918.125000 Penalty: 4072.625977
	Iteration 79Q: 3 clusters Score -553918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -553921.562500 Penalty: 4072.625977
	Iteration 80F: 3 clusters Score -553921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -553925.562500 Penalty: 4072.625977
	Iteration 81Q: 3 clusters Score -553925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -553928.812500 Penalty: 4072.625977
	Iteration 82Q: 3 clusters Score -553928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -553929.687500 Penalty: 4072.625977
	Iteration 83Q: 3 clusters Score -553929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -553935.000000 Penalty: 4072.625977
	Iteration 84Q: 3 clusters Score -553935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -553938.562500 Penalty: 4072.625977
	Iteration 85Q: 3 clusters Score -553938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -553941.312500 Penalty: 4072.625977
	Iteration 86Q: 3 clusters Score -553941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -553946.312500 Penalty: 4072.625977
	Iteration 87Q: 3 clusters Score -553946.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -553949.687500 Penalty: 4072.625977
	Iteration 88Q: 3 clusters Score -553949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -553954.187500 Penalty: 4072.625977
	Iteration 89Q: 3 clusters Score -553954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -553958.625000 Penalty: 4072.625977
	Iteration 90Q: 3 clusters Score -553958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -553964.562500 Penalty: 4072.625977
	Iteration 91Q: 3 clusters Score -553964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -553971.375000 Penalty: 4072.625977
	Iteration 92Q: 3 clusters Score -553971.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -553979.625000 Penalty: 4072.625977
	Iteration 93Q: 3 clusters Score -553979.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -553986.312500 Penalty: 4072.625977
	Iteration 94Q: 3 clusters Score -553986.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -553992.250000 Penalty: 4072.625977
	Iteration 95Q: 3 clusters Score -553992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -553996.937500 Penalty: 4072.625977
	Iteration 96Q: 3 clusters Score -553996.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -554001.062500 Penalty: 4072.625977
	Iteration 97Q: 3 clusters Score -554001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -554007.250000 Penalty: 4072.625977
	Iteration 98Q: 3 clusters Score -554007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -554011.312500 Penalty: 4072.625977
	Iteration 99Q: 3 clusters Score -554011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -554015.750000 Penalty: 4072.625977
	Iteration 100F: 3 clusters Score -554015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -554016.937500 Penalty: 4072.625977
	Iteration 101Q: 3 clusters Score -554016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -554020.812500 Penalty: 4072.625977
	Iteration 102Q: 3 clusters Score -554020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -554026.000000 Penalty: 4072.625977
	Iteration 103Q: 3 clusters Score -554026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -554030.375000 Penalty: 4072.625977
	Iteration 104Q: 3 clusters Score -554030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -554035.812500 Penalty: 4072.625977
	Iteration 105Q: 3 clusters Score -554035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -554042.000000 Penalty: 4072.625977
	Iteration 106Q: 3 clusters Score -554042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -554050.000000 Penalty: 4072.625977
	Iteration 107Q: 3 clusters Score -554050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -554057.187500 Penalty: 4072.625977
	Iteration 108Q: 3 clusters Score -554057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -554060.625000 Penalty: 4072.625977
	Iteration 109Q: 3 clusters Score -554060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -554068.250000 Penalty: 4072.625977
	Iteration 110Q: 3 clusters Score -554068.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -554072.375000 Penalty: 4072.625977
	Iteration 111Q: 3 clusters Score -554072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -554078.937500 Penalty: 4072.625977
	Iteration 112Q: 3 clusters Score -554078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -554081.562500 Penalty: 4072.625977
	Iteration 113Q: 3 clusters Score -554081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -554083.937500 Penalty: 4072.625977
	Iteration 114Q: 3 clusters Score -554083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -554085.687500 Penalty: 4072.625977
	Iteration 115Q: 3 clusters Score -554085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -554087.062500 Penalty: 4072.625977
	Iteration 116Q: 3 clusters Score -554087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -554088.312500 Penalty: 4072.625977
	Iteration 117Q: 3 clusters Score -554088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -554090.937500 Penalty: 4072.625977
	Iteration 118Q: 3 clusters Score -554090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -554096.062500 Penalty: 4072.625977
	Iteration 119Q: 3 clusters Score -554096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -554099.875000 Penalty: 4072.625977
	Iteration 120F: 3 clusters Score -554099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -554109.625000 Penalty: 4072.625977
	Iteration 121Q: 3 clusters Score -554109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -554117.437500 Penalty: 4072.625977
	Iteration 122Q: 3 clusters Score -554117.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -554130.812500 Penalty: 4072.625977
	Iteration 123Q: 3 clusters Score -554130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -554143.312500 Penalty: 4072.625977
	Iteration 124Q: 3 clusters Score -554143.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -554152.187500 Penalty: 4072.625977
	Iteration 125Q: 3 clusters Score -554152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -554159.250000 Penalty: 4072.625977
	Iteration 126Q: 3 clusters Score -554159.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -554166.937500 Penalty: 4072.625977
	Iteration 127Q: 3 clusters Score -554166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -554177.062500 Penalty: 4072.625977
	Iteration 128Q: 3 clusters Score -554177.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -554189.437500 Penalty: 4072.625977
	Iteration 129Q: 3 clusters Score -554189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -554202.875000 Penalty: 4072.625977
	Iteration 130Q: 3 clusters Score -554202.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -554213.125000 Penalty: 4072.625977
	Iteration 131Q: 3 clusters Score -554213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -554221.125000 Penalty: 4072.625977
	Iteration 132Q: 3 clusters Score -554221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -554224.250000 Penalty: 4072.625977
	Iteration 133Q: 3 clusters Score -554224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -554229.812500 Penalty: 4072.625977
	Iteration 134Q: 3 clusters Score -554229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -554237.062500 Penalty: 4072.625977
	Iteration 135Q: 3 clusters Score -554237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -554246.687500 Penalty: 4072.625977
	Iteration 136Q: 3 clusters Score -554246.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -554252.250000 Penalty: 4072.625977
	Iteration 137Q: 3 clusters Score -554252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -554256.687500 Penalty: 4072.625977
	Iteration 138Q: 3 clusters Score -554256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -554262.250000 Penalty: 4072.625977
	Iteration 139Q: 3 clusters Score -554262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -554270.187500 Penalty: 4072.625977
	Iteration 140F: 3 clusters Score -554270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -554274.312500 Penalty: 4072.625977
	Iteration 141Q: 3 clusters Score -554274.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -554277.250000 Penalty: 4072.625977
	Iteration 142Q: 3 clusters Score -554277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -554278.312500 Penalty: 4072.625977
	Iteration 143Q: 3 clusters Score -554278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -554282.062500 Penalty: 4072.625977
	Iteration 144Q: 3 clusters Score -554282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -554284.250000 Penalty: 4072.625977
	Iteration 145Q: 3 clusters Score -554284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -554286.562500 Penalty: 4072.625977
	Iteration 146Q: 3 clusters Score -554286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -554289.062500 Penalty: 4072.625977
	Iteration 147Q: 3 clusters Score -554289.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -554294.500000 Penalty: 4072.625977
	Iteration 148Q: 3 clusters Score -554294.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -554297.250000 Penalty: 4072.625977
	Iteration 149Q: 3 clusters Score -554297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -554300.687500 Penalty: 4072.625977
	Iteration 150Q: 3 clusters Score -554300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -554301.750000 Penalty: 4072.625977
	Iteration 151Q: 3 clusters Score -554301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -554303.687500 Penalty: 4072.625977
	Iteration 152Q: 3 clusters Score -554303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -554303.937500 Penalty: 4072.625977
	Iteration 153Q: 3 clusters Score -554303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -554304.187500 Penalty: 4072.625977
	Iteration 154Q: 3 clusters Score -554304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -554304.187500 Penalty: 4072.625977
	Iteration 155F: 3 clusters Score -554304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -142562.218750 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -142562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140703.093750 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -140703.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -141156.328125 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -141156.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141425.515625 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -141425.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141660.250000 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -141660.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -141812.546875 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -141812.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141885.953125 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -141886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -141946.296875 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -141946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142001.359375 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -142001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142019.531250 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -142019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142056.984375 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -142057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142099.640625 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -142099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142131.984375 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -142132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142154.187500 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -142154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142176.968750 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -142177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142199.921875 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -142199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142205.593750 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -142205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142209.171875 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -142209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142218.234375 Penalty: 3451.861816
	Iteration 17F: 3 clusters Score -142218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142240.515625 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -142240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142259.421875 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -142259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -142286.343750 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -142286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142302.062500 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -142302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142312.343750 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -142312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142319.500000 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -142319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142333.312500 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -142333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142344.421875 Penalty: 3451.861816
	Iteration 25Q: 3 clusters Score -142344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142349.750000 Penalty: 3451.861816
	Iteration 26Q: 3 clusters Score -142349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142351.906250 Penalty: 3451.861816
	Iteration 27Q: 3 clusters Score -142351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142351.906250 Penalty: 3451.861816
	Iteration 28F: 3 clusters Score -142351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35150 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410472.000000 Penalty: 148260.671875
Iteration 239Q: 45 clusters Score -1.204105e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35151 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17230 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410568.000000 Penalty: 148260.671875
Iteration 240F: 45 clusters Score -1.204106e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102932 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14645 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 277 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35153 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17232 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410632.000000 Penalty: 148260.671875
Iteration 241Q: 45 clusters Score -1.204106e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102930 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35154 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 753 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17235 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410600.000000 Penalty: 148260.671875
Iteration 242Q: 45 clusters Score -1.204106e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102928 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 29715 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17237 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410624.000000 Penalty: 148260.671875
Iteration 243Q: 45 clusters Score -1.204106e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102926 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 1208 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20453 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17240 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410664.000000 Penalty: 148260.671875
Iteration 244Q: 45 clusters Score -1.204107e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102926 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 29713 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17242 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410712.000000 Penalty: 148260.671875
Iteration 245Q: 45 clusters Score -1.204107e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64336 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102925 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 413 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 739 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17242 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410720.000000 Penalty: 148260.671875
Iteration 246Q: 45 clusters Score -1.204107e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102922 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 273 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 738 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17243 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410760.000000 Penalty: 148260.671875
Iteration 247Q: 45 clusters Score -1.204108e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64338 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11380 members 
Mstep: Class 7 contains 102921 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1203 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50225 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17242 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410744.000000 Penalty: 148260.671875
Iteration 248Q: 45 clusters Score -1.204107e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102921 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9196 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35156 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 29714 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17242 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410816.000000 Penalty: 148260.671875
Iteration 249Q: 45 clusters Score -1.204108e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11381 members 
Mstep: Class 7 contains 102920 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 63507 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9195 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 29713 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17242 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410768.000000 Penalty: 148260.671875
Iteration 250Q: 45 clusters Score -1.204108e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 102918 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 63506 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9194 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35156 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 727 members 
Mstep: Class 39 contains 29713 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17241 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410792.000000 Penalty: 148260.671875
Iteration 251Q: 45 clusters Score -1.204108e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64337 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11378 members 
Mstep: Class 7 contains 102913 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 1199 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21713 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8474 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35156 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 721 members 
Mstep: Class 39 contains 29712 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17246 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410872.000000 Penalty: 148260.671875
Iteration 252Q: 45 clusters Score -1.204109e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11376 members 
Mstep: Class 7 contains 102912 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20456 members 
Mstep: Class 28 contains 9193 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35154 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 29712 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17249 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410912.000000 Penalty: 148260.671875
Iteration 253Q: 45 clusters Score -1.204109e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11374 members 
Mstep: Class 7 contains 102911 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14638 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13927 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 20456 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35156 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6556 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 29711 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17252 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410960.000000 Penalty: 148260.671875
Iteration 254Q: 45 clusters Score -1.20411e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64335 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11371 members 
Mstep: Class 7 contains 102911 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13928 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21715 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35157 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6555 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 729 members 
Mstep: Class 39 contains 29710 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17256 members 
Mstep: Class 42 contains 20682 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410920.000000 Penalty: 148260.671875
Iteration 255Q: 45 clusters Score -1.204109e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115488 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 102908 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14631 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13928 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 414 members 
Mstep: Class 21 contains 21714 members 
Mstep: Class 22 contains 12791 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 9186 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35158 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6555 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 733 members 
Mstep: Class 39 contains 29710 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17262 members 
Mstep: Class 42 contains 20682 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410984.000000 Penalty: 148260.671875
Iteration 256Q: 45 clusters Score -1.20411e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 115489 members 
Mstep: Class 6 contains 11368 members 
Mstep: Class 7 contains 102905 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14625 members 
Mstep: Class 11 contains 63509 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13927 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 21716 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35159 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50222 members 
Mstep: Class 34 contains 6555 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 736 members 
Mstep: Class 39 contains 29710 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17267 members 
Mstep: Class 42 contains 20683 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410928.000000 Penalty: 148260.671875
Iteration 257Q: 45 clusters Score -1.204109e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115489 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 102902 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13927 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 21716 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9175 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35159 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50223 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 738 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17274 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3680 members 
Mstep: Class 44 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411000.000000 Penalty: 148260.671875
Iteration 258Q: 45 clusters Score -1.20411e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115489 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 102898 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 63510 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 21716 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8477 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9173 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35159 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6552 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17279 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120410944.000000 Penalty: 148260.671875
Iteration 259Q: 45 clusters Score -1.204109e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115487 members 
Mstep: Class 6 contains 11367 members 
Mstep: Class 7 contains 102893 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21553 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 63511 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4888 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21717 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 272 members 
Mstep: Class 25 contains 8478 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9172 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35157 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3682 members 
Mstep: Class 44 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411040.000000 Penalty: 148260.671875
Iteration 260F: 45 clusters Score -1.20411e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64331 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33365 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 102894 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 63514 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1194 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 417 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 274 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35157 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17280 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3682 members 
Mstep: Class 44 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411080.000000 Penalty: 148260.671875
Iteration 261Q: 45 clusters Score -1.204111e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64329 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33364 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 102895 members 
Mstep: Class 8 contains 10567 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14625 members 
Mstep: Class 11 contains 63517 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35156 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3682 members 
Mstep: Class 44 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411072.000000 Penalty: 148260.671875
Iteration 262Q: 45 clusters Score -1.204111e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33365 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11364 members 
Mstep: Class 7 contains 102895 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14624 members 
Mstep: Class 11 contains 63519 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9171 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17282 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411136.000000 Penalty: 148260.671875
Iteration 263Q: 45 clusters Score -1.204111e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 102894 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17282 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411048.000000 Penalty: 148260.671875
Iteration 264Q: 45 clusters Score -1.20411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102893 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17282 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411040.000000 Penalty: 148260.671875
Iteration 265Q: 45 clusters Score -1.20411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102893 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17282 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411080.000000 Penalty: 148260.671875
Iteration 266Q: 45 clusters Score -1.204111e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102893 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411072.000000 Penalty: 148260.671875
Iteration 267Q: 45 clusters Score -1.204111e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102893 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411064.000000 Penalty: 148260.671875
Iteration 268Q: 45 clusters Score -1.204111e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64325 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4884 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411048.000000 Penalty: 148260.671875
Iteration 269Q: 45 clusters Score -1.20411e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21718 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411056.000000 Penalty: 148260.671875
Iteration 270Q: 45 clusters Score -1.204111e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411096.000000 Penalty: 148260.671875
Iteration 271Q: 45 clusters Score -1.204111e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 275 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411128.000000 Penalty: 148260.671875
Iteration 272F: 45 clusters Score -1.204111e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411152.000000 Penalty: 148260.671875
Iteration 273Q: 45 clusters Score -1.204112e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120411152.000000 Penalty: 148260.671875
Iteration 274F: 45 clusters Score -1.204112e+08 nChanged 0
Entering ConstructFrom: 
Score: -120411152.000000 Penalty: 148260.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -158796.609375 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -158796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156928.093750 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -156928.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157363.812500 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -157363.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157519.390625 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -157519.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157670.140625 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -157670.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157973.453125 Penalty: 3472.617676
	Iteration 4F: 3 clusters Score -157973.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -158291.500000 Penalty: 3472.617676
	Iteration 5F: 3 clusters Score -158291.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -158649.921875 Penalty: 3472.617676
	Iteration 6F: 3 clusters Score -158649.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -158963.921875 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -158963.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159081.703125 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -159081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159101.546875 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -159101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159138.812500 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -159138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159157.093750 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -159157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159161.093750 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -159161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -159166.281250 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -159166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159168.953125 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -159169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159170.218750 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -159170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159171.875000 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -159171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159173.906250 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -159173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159174.796875 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -159174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -159179.375000 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -159179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159182.890625 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -159182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159185.296875 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -159185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159186.531250 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -159186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -159186.531250 Penalty: 3472.617676
	Iteration 23F: 3 clusters Score -159186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 276 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Mstep: Class 45 contains 868 members 
Entering Unmasked Estep 
Score: -120409952.000000 Penalty: 151630.234375
Splitting cluster 1 changes total score from -120411152.000000 to -120409952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Entering Unmasked Estep 
Score: -9941289.000000 Penalty: 2745.786377
	Iteration 0F: 2 clusters Score -9941289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -9898041.000000 Penalty: 5491.572754
	Iteration 0F: 3 clusters Score -9898041 nChanged 29908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -9914798.000000 Penalty: 5491.572754
	Iteration 1F: 3 clusters Score -9914798 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -9915355.000000 Penalty: 5491.572754
	Iteration 2Q: 3 clusters Score -9915355 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -9916019.000000 Penalty: 5491.572754
	Iteration 3Q: 3 clusters Score -9916019 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -9916827.000000 Penalty: 5491.572754
	Iteration 4Q: 3 clusters Score -9916827 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -9917798.000000 Penalty: 5491.572754
	Iteration 5Q: 3 clusters Score -9917798 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -9919146.000000 Penalty: 5491.572754
	Iteration 6Q: 3 clusters Score -9919146 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -9920753.000000 Penalty: 5491.572754
	Iteration 7Q: 3 clusters Score -9920753 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9922522.000000 Penalty: 5491.572754
	Iteration 8F: 3 clusters Score -9922522 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -9924220.000000 Penalty: 5491.572754
	Iteration 9F: 3 clusters Score -9924220 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -9925330.000000 Penalty: 5491.572754
	Iteration 10Q: 3 clusters Score -9925330 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -9926068.000000 Penalty: 5491.572754
	Iteration 11Q: 3 clusters Score -9926068 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -9926529.000000 Penalty: 5491.572754
	Iteration 12Q: 3 clusters Score -9926529 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -9926795.000000 Penalty: 5491.572754
	Iteration 13Q: 3 clusters Score -9926795 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -9926955.000000 Penalty: 5491.572754
	Iteration 14Q: 3 clusters Score -9926955 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -9927066.000000 Penalty: 5491.572754
	Iteration 15Q: 3 clusters Score -9927066 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -9927096.000000 Penalty: 5491.572754
	Iteration 16Q: 3 clusters Score -9927096 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -9927166.000000 Penalty: 5491.572754
	Iteration 17Q: 3 clusters Score -9927166 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9927197.000000 Penalty: 5491.572754
	Iteration 18Q: 3 clusters Score -9927197 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -9927228.000000 Penalty: 5491.572754
	Iteration 19Q: 3 clusters Score -9927228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -9927291.000000 Penalty: 5491.572754
	Iteration 20F: 3 clusters Score -9927291 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -9927332.000000 Penalty: 5491.572754
	Iteration 21Q: 3 clusters Score -9927332 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -9927389.000000 Penalty: 5491.572754
	Iteration 22Q: 3 clusters Score -9927389 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -9927476.000000 Penalty: 5491.572754
	Iteration 23Q: 3 clusters Score -9927476 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -9927527.000000 Penalty: 5491.572754
	Iteration 24Q: 3 clusters Score -9927527 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -9927662.000000 Penalty: 5491.572754
	Iteration 25Q: 3 clusters Score -9927662 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9927752.000000 Penalty: 5491.572754
	Iteration 26Q: 3 clusters Score -9927752 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -9927932.000000 Penalty: 5491.572754
	Iteration 27Q: 3 clusters Score -9927932 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9928137.000000 Penalty: 5491.572754
	Iteration 28Q: 3 clusters Score -9928137 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -9928417.000000 Penalty: 5491.572754
	Iteration 29Q: 3 clusters Score -9928417 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9928820.000000 Penalty: 5491.572754
	Iteration 30Q: 3 clusters Score -9928820 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9929386.000000 Penalty: 5491.572754
	Iteration 31Q: 3 clusters Score -9929386 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -9930133.000000 Penalty: 5491.572754
	Iteration 32Q: 3 clusters Score -9930133 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -9931049.000000 Penalty: 5491.572754
	Iteration 33Q: 3 clusters Score -9931049 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -9932075.000000 Penalty: 5491.572754
	Iteration 34Q: 3 clusters Score -9932075 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9933026.000000 Penalty: 5491.572754
	Iteration 35Q: 3 clusters Score -9933026 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9934033.000000 Penalty: 5491.572754
	Iteration 36Q: 3 clusters Score -9934033 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -9934979.000000 Penalty: 5491.572754
	Iteration 37Q: 3 clusters Score -9934979 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -9935826.000000 Penalty: 5491.572754
	Iteration 38Q: 3 clusters Score -9935826 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -9936493.000000 Penalty: 5491.572754
	Iteration 39Q: 3 clusters Score -9936493 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -9937018.000000 Penalty: 5491.572754
	Iteration 40F: 3 clusters Score -9937018 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -9937435.000000 Penalty: 5491.572754
	Iteration 41Q: 3 clusters Score -9937435 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -9937748.000000 Penalty: 5491.572754
	Iteration 42Q: 3 clusters Score -9937748 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -9938023.000000 Penalty: 5491.572754
	Iteration 43Q: 3 clusters Score -9938023 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -9938230.000000 Penalty: 5491.572754
	Iteration 44Q: 3 clusters Score -9938230 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -9938365.000000 Penalty: 5491.572754
	Iteration 45Q: 3 clusters Score -9938365 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -9938496.000000 Penalty: 5491.572754
	Iteration 46Q: 3 clusters Score -9938496 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -9938596.000000 Penalty: 5491.572754
	Iteration 47Q: 3 clusters Score -9938596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -9938707.000000 Penalty: 5491.572754
	Iteration 48Q: 3 clusters Score -9938707 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -9938774.000000 Penalty: 5491.572754
	Iteration 49Q: 3 clusters Score -9938774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -9938814.000000 Penalty: 5491.572754
	Iteration 50Q: 3 clusters Score -9938814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -9938853.000000 Penalty: 5491.572754
	Iteration 51Q: 3 clusters Score -9938853 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -9938881.000000 Penalty: 5491.572754
	Iteration 52Q: 3 clusters Score -9938881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -9938906.000000 Penalty: 5491.572754
	Iteration 53Q: 3 clusters Score -9938906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -9938915.000000 Penalty: 5491.572754
	Iteration 54Q: 3 clusters Score -9938915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -9938959.000000 Penalty: 5491.572754
	Iteration 55Q: 3 clusters Score -9938959 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -9938984.000000 Penalty: 5491.572754
	Iteration 56Q: 3 clusters Score -9938984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -9938999.000000 Penalty: 5491.572754
	Iteration 57Q: 3 clusters Score -9938999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -9939003.000000 Penalty: 5491.572754
	Iteration 58Q: 3 clusters Score -9939003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -9939011.000000 Penalty: 5491.572754
	Iteration 59Q: 3 clusters Score -9939011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -9939027.000000 Penalty: 5491.572754
	Iteration 60F: 3 clusters Score -9939027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -9939043.000000 Penalty: 5491.572754
	Iteration 61Q: 3 clusters Score -9939043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -9939051.000000 Penalty: 5491.572754
	Iteration 62Q: 3 clusters Score -9939051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -9939046.000000 Penalty: 5491.572754
	Iteration 63Q: 3 clusters Score -9939046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -9939053.000000 Penalty: 5491.572754
	Iteration 64Q: 3 clusters Score -9939053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -9939057.000000 Penalty: 5491.572754
	Iteration 65Q: 3 clusters Score -9939057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -9939079.000000 Penalty: 5491.572754
	Iteration 66Q: 3 clusters Score -9939079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -9939098.000000 Penalty: 5491.572754
	Iteration 67Q: 3 clusters Score -9939098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -9939093.000000 Penalty: 5491.572754
	Iteration 68Q: 3 clusters Score -9939093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -9939095.000000 Penalty: 5491.572754
	Iteration 69Q: 3 clusters Score -9939095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -9939098.000000 Penalty: 5491.572754
	Iteration 70Q: 3 clusters Score -9939098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -9939107.000000 Penalty: 5491.572754
	Iteration 71Q: 3 clusters Score -9939107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -9939110.000000 Penalty: 5491.572754
	Iteration 72Q: 3 clusters Score -9939110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -9939096.000000 Penalty: 5491.572754
	Iteration 73Q: 3 clusters Score -9939096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -9939109.000000 Penalty: 5491.572754
	Iteration 74Q: 3 clusters Score -9939109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -9939113.000000 Penalty: 5491.572754
	Iteration 75Q: 3 clusters Score -9939113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -9939125.000000 Penalty: 5491.572754
	Iteration 76Q: 3 clusters Score -9939125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -9939119.000000 Penalty: 5491.572754
	Iteration 77Q: 3 clusters Score -9939119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -9939115.000000 Penalty: 5491.572754
	Iteration 78Q: 3 clusters Score -9939115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -9939120.000000 Penalty: 5491.572754
	Iteration 79Q: 3 clusters Score -9939120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -9939121.000000 Penalty: 5491.572754
	Iteration 80F: 3 clusters Score -9939121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -9939118.000000 Penalty: 5491.572754
	Iteration 81Q: 3 clusters Score -9939118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -9939121.000000 Penalty: 5491.572754
	Iteration 82Q: 3 clusters Score -9939121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -9939119.000000 Penalty: 5491.572754
	Iteration 83Q: 3 clusters Score -9939119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -9939116.000000 Penalty: 5491.572754
	Iteration 84Q: 3 clusters Score -9939116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -9939118.000000 Penalty: 5491.572754
	Iteration 85Q: 3 clusters Score -9939118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -9939114.000000 Penalty: 5491.572754
	Iteration 86Q: 3 clusters Score -9939114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -9939111.000000 Penalty: 5491.572754
	Iteration 87Q: 3 clusters Score -9939111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -9939120.000000 Penalty: 5491.572754
	Iteration 88Q: 3 clusters Score -9939120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -9939120.000000 Penalty: 5491.572754
	Iteration 89Q: 3 clusters Score -9939120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -9939118.000000 Penalty: 5491.572754
	Iteration 90Q: 3 clusters Score -9939118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -9939113.000000 Penalty: 5491.572754
	Iteration 91Q: 3 clusters Score -9939113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -9939114.000000 Penalty: 5491.572754
	Iteration 92Q: 3 clusters Score -9939114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -9939114.000000 Penalty: 5491.572754
	Iteration 93F: 3 clusters Score -9939114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -1041958.625000 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -1041959 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 3299 members 
Entering Unmasked Estep 
Score: -1036411.000000 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -1036411 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1037783.437500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -1037783 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1037998.562500 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -1037999 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1038147.937500 Penalty: 4361.029297
	Iteration 3Q: 3 clusters Score -1038148 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1038260.125000 Penalty: 4361.029297
	Iteration 4Q: 3 clusters Score -1038260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1038339.250000 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -1038339 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1038411.500000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -1038412 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1038481.312500 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -1038481 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1038547.000000 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -1038547 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1038631.375000 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -1038631 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1038719.187500 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -1038719 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1038812.250000 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -1038812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1038922.500000 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -1038922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1039025.000000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -1039025 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1039123.375000 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -1039123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1039231.187500 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -1039231 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1039334.187500 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -1039334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1039440.875000 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -1039441 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1039543.375000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -1039543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1039650.750000 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -1039651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1039739.375000 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -1039739 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1039818.750000 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -1039819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1039878.312500 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -1039878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1039932.812500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -1039933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1039972.750000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -1039973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1040019.625000 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -1040020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1040053.687500 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -1040054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1040089.062500 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -1040089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1040131.125000 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -1040131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1040160.187500 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -1040160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1040190.125000 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -1040190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1040209.062500 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -1040209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1040221.187500 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -1040221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1040228.875000 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -1040229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1040236.812500 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -1040237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1040241.750000 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -1040242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1040247.625000 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -1040248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1040251.250000 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -1040251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1040252.937500 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -1040253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1040251.937500 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -1040252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1040254.000000 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -1040254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1040257.187500 Penalty: 4361.029297
	Iteration 41Q: 3 clusters Score -1040257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1040260.937500 Penalty: 4361.029297
	Iteration 42Q: 3 clusters Score -1040261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1040262.937500 Penalty: 4361.029297
	Iteration 43Q: 3 clusters Score -1040263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1040266.125000 Penalty: 4361.029297
	Iteration 44Q: 3 clusters Score -1040266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1040267.750000 Penalty: 4361.029297
	Iteration 45Q: 3 clusters Score -1040268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1040269.750000 Penalty: 4361.029297
	Iteration 46Q: 3 clusters Score -1040270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1040269.750000 Penalty: 4361.029297
	Iteration 47Q: 3 clusters Score -1040270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1040269.750000 Penalty: 4361.029297
	Iteration 48F: 3 clusters Score -1040270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Entering Unmasked Estep 
Score: -5203038.500000 Penalty: 2582.992676
	Iteration 0F: 2 clusters Score -5203038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5180365.000000 Penalty: 5165.985352
	Iteration 0F: 3 clusters Score -5180365 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5188611.500000 Penalty: 5165.985352
	Iteration 1F: 3 clusters Score -5188612 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -5189287.000000 Penalty: 5165.985352
	Iteration 2F: 3 clusters Score -5189287 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5190175.000000 Penalty: 5165.985352
	Iteration 3F: 3 clusters Score -5190175 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5191422.500000 Penalty: 5165.985352
	Iteration 4F: 3 clusters Score -5191422 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5192995.500000 Penalty: 5165.985352
	Iteration 5F: 3 clusters Score -5192996 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5194963.500000 Penalty: 5165.985352
	Iteration 6F: 3 clusters Score -5194964 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -5197062.500000 Penalty: 5165.985352
	Iteration 7F: 3 clusters Score -5197062 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5198782.000000 Penalty: 5165.985352
	Iteration 8F: 3 clusters Score -5198782 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -5199866.000000 Penalty: 5165.985352
	Iteration 9Q: 3 clusters Score -5199866 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5200411.000000 Penalty: 5165.985352
	Iteration 10Q: 3 clusters Score -5200411 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5200688.500000 Penalty: 5165.985352
	Iteration 11Q: 3 clusters Score -5200688 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5200845.000000 Penalty: 5165.985352
	Iteration 12Q: 3 clusters Score -5200845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -5200921.000000 Penalty: 5165.985352
	Iteration 13Q: 3 clusters Score -5200921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5200966.000000 Penalty: 5165.985352
	Iteration 14Q: 3 clusters Score -5200966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -5200989.500000 Penalty: 5165.985352
	Iteration 15Q: 3 clusters Score -5200990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5200999.000000 Penalty: 5165.985352
	Iteration 16Q: 3 clusters Score -5200999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -5201012.000000 Penalty: 5165.985352
	Iteration 17Q: 3 clusters Score -5201012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5201021.500000 Penalty: 5165.985352
	Iteration 18Q: 3 clusters Score -5201022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -5201023.000000 Penalty: 5165.985352
	Iteration 19Q: 3 clusters Score -5201023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5201027.000000 Penalty: 5165.985352
	Iteration 20F: 3 clusters Score -5201027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5201022.000000 Penalty: 5165.985352
	Iteration 21Q: 3 clusters Score -5201022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -5201027.500000 Penalty: 5165.985352
	Iteration 22Q: 3 clusters Score -5201028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -5201027.000000 Penalty: 5165.985352
	Iteration 23Q: 3 clusters Score -5201027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5201028.500000 Penalty: 5165.985352
	Iteration 24Q: 3 clusters Score -5201028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5201032.000000 Penalty: 5165.985352
	Iteration 25Q: 3 clusters Score -5201032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5201029.000000 Penalty: 5165.985352
	Iteration 26Q: 3 clusters Score -5201029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5201030.000000 Penalty: 5165.985352
	Iteration 27Q: 3 clusters Score -5201030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5201030.000000 Penalty: 5165.985352
	Iteration 28F: 3 clusters Score -5201030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Entering Unmasked Estep 
Score: -18172184.000000 Penalty: 2890.912354
	Iteration 0F: 2 clusters Score -1.817218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -18101146.000000 Penalty: 5781.824707
	Iteration 0F: 3 clusters Score -1.810115e+07 nChanged 54754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -18132778.000000 Penalty: 5781.824707
	Iteration 1F: 3 clusters Score -1.813278e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -18133702.000000 Penalty: 5781.824707
	Iteration 2Q: 3 clusters Score -1.81337e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -18134500.000000 Penalty: 5781.824707
	Iteration 3Q: 3 clusters Score -1.81345e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -18135488.000000 Penalty: 5781.824707
	Iteration 4Q: 3 clusters Score -1.813549e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -18136502.000000 Penalty: 5781.824707
	Iteration 5Q: 3 clusters Score -1.81365e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -18138062.000000 Penalty: 5781.824707
	Iteration 6Q: 3 clusters Score -1.813806e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -18140100.000000 Penalty: 5781.824707
	Iteration 7Q: 3 clusters Score -1.81401e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -18142988.000000 Penalty: 5781.824707
	Iteration 8F: 3 clusters Score -1.814299e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -18146550.000000 Penalty: 5781.824707
	Iteration 9F: 3 clusters Score -1.814655e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -18150514.000000 Penalty: 5781.824707
	Iteration 10F: 3 clusters Score -1.815051e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -18153446.000000 Penalty: 5781.824707
	Iteration 11F: 3 clusters Score -1.815345e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -18154878.000000 Penalty: 5781.824707
	Iteration 12Q: 3 clusters Score -1.815488e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -18155244.000000 Penalty: 5781.824707
	Iteration 13Q: 3 clusters Score -1.815524e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -18155250.000000 Penalty: 5781.824707
	Iteration 14Q: 3 clusters Score -1.815525e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -18155264.000000 Penalty: 5781.824707
	Iteration 15Q: 3 clusters Score -1.815526e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -18155182.000000 Penalty: 5781.824707
	Iteration 16Q: 3 clusters Score -1.815518e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -18155136.000000 Penalty: 5781.824707
	Iteration 17Q: 3 clusters Score -1.815514e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -18155028.000000 Penalty: 5781.824707
	Iteration 18Q: 3 clusters Score -1.815503e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -18155068.000000 Penalty: 5781.824707
	Iteration 19Q: 3 clusters Score -1.815507e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -18154990.000000 Penalty: 5781.824707
	Iteration 20F: 3 clusters Score -1.815499e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -18154960.000000 Penalty: 5781.824707
	Iteration 21Q: 3 clusters Score -1.815496e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -18154972.000000 Penalty: 5781.824707
	Iteration 22Q: 3 clusters Score -1.815497e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -18154992.000000 Penalty: 5781.824707
	Iteration 23Q: 3 clusters Score -1.815499e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -18154942.000000 Penalty: 5781.824707
	Iteration 24Q: 3 clusters Score -1.815494e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -18154960.000000 Penalty: 5781.824707
	Iteration 25Q: 3 clusters Score -1.815496e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -18154956.000000 Penalty: 5781.824707
	Iteration 26Q: 3 clusters Score -1.815496e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -18154896.000000 Penalty: 5781.824707
	Iteration 27Q: 3 clusters Score -1.81549e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -18154884.000000 Penalty: 5781.824707
	Iteration 28Q: 3 clusters Score -1.815488e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -18154872.000000 Penalty: 5781.824707
	Iteration 29Q: 3 clusters Score -1.815487e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -18154848.000000 Penalty: 5781.824707
	Iteration 30Q: 3 clusters Score -1.815485e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -18154846.000000 Penalty: 5781.824707
	Iteration 31Q: 3 clusters Score -1.815485e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -18154890.000000 Penalty: 5781.824707
	Iteration 32Q: 3 clusters Score -1.815489e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -18155032.000000 Penalty: 5781.824707
	Iteration 33Q: 3 clusters Score -1.815503e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -18155138.000000 Penalty: 5781.824707
	Iteration 34Q: 3 clusters Score -1.815514e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -18155260.000000 Penalty: 5781.824707
	Iteration 35Q: 3 clusters Score -1.815526e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -18155452.000000 Penalty: 5781.824707
	Iteration 36Q: 3 clusters Score -1.815545e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -18155660.000000 Penalty: 5781.824707
	Iteration 37Q: 3 clusters Score -1.815566e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -18155806.000000 Penalty: 5781.824707
	Iteration 38Q: 3 clusters Score -1.815581e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -18155894.000000 Penalty: 5781.824707
	Iteration 39Q: 3 clusters Score -1.815589e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -18156008.000000 Penalty: 5781.824707
	Iteration 40F: 3 clusters Score -1.815601e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -18156178.000000 Penalty: 5781.824707
	Iteration 41Q: 3 clusters Score -1.815618e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -18156388.000000 Penalty: 5781.824707
	Iteration 42Q: 3 clusters Score -1.815639e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -18156498.000000 Penalty: 5781.824707
	Iteration 43Q: 3 clusters Score -1.81565e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -18156666.000000 Penalty: 5781.824707
	Iteration 44Q: 3 clusters Score -1.815667e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -18156856.000000 Penalty: 5781.824707
	Iteration 45Q: 3 clusters Score -1.815686e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -18157060.000000 Penalty: 5781.824707
	Iteration 46Q: 3 clusters Score -1.815706e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -18157262.000000 Penalty: 5781.824707
	Iteration 47Q: 3 clusters Score -1.815726e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -18157398.000000 Penalty: 5781.824707
	Iteration 48Q: 3 clusters Score -1.81574e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -18157502.000000 Penalty: 5781.824707
	Iteration 49Q: 3 clusters Score -1.81575e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -18157608.000000 Penalty: 5781.824707
	Iteration 50Q: 3 clusters Score -1.815761e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -18157956.000000 Penalty: 5781.824707
	Iteration 51Q: 3 clusters Score -1.815796e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -18158150.000000 Penalty: 5781.824707
	Iteration 52Q: 3 clusters Score -1.815815e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -18158426.000000 Penalty: 5781.824707
	Iteration 53Q: 3 clusters Score -1.815843e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -18158666.000000 Penalty: 5781.824707
	Iteration 54Q: 3 clusters Score -1.815867e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -18158798.000000 Penalty: 5781.824707
	Iteration 55Q: 3 clusters Score -1.81588e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -18159024.000000 Penalty: 5781.824707
	Iteration 56Q: 3 clusters Score -1.815902e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -18159208.000000 Penalty: 5781.824707
	Iteration 57Q: 3 clusters Score -1.815921e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -18159366.000000 Penalty: 5781.824707
	Iteration 58Q: 3 clusters Score -1.815937e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -18159484.000000 Penalty: 5781.824707
	Iteration 59Q: 3 clusters Score -1.815948e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -18159470.000000 Penalty: 5781.824707
	Iteration 60F: 3 clusters Score -1.815947e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -18159608.000000 Penalty: 5781.824707
	Iteration 61Q: 3 clusters Score -1.815961e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -18159674.000000 Penalty: 5781.824707
	Iteration 62Q: 3 clusters Score -1.815967e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -18159614.000000 Penalty: 5781.824707
	Iteration 63Q: 3 clusters Score -1.815961e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -18159766.000000 Penalty: 5781.824707
	Iteration 64Q: 3 clusters Score -1.815977e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -18159792.000000 Penalty: 5781.824707
	Iteration 65Q: 3 clusters Score -1.815979e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -18159908.000000 Penalty: 5781.824707
	Iteration 66Q: 3 clusters Score -1.815991e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -18160016.000000 Penalty: 5781.824707
	Iteration 67Q: 3 clusters Score -1.816002e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -18160102.000000 Penalty: 5781.824707
	Iteration 68Q: 3 clusters Score -1.81601e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -18160186.000000 Penalty: 5781.824707
	Iteration 69Q: 3 clusters Score -1.816019e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -18160288.000000 Penalty: 5781.824707
	Iteration 70Q: 3 clusters Score -1.816029e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -18160394.000000 Penalty: 5781.824707
	Iteration 71Q: 3 clusters Score -1.816039e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -18160492.000000 Penalty: 5781.824707
	Iteration 72Q: 3 clusters Score -1.816049e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -18160546.000000 Penalty: 5781.824707
	Iteration 73Q: 3 clusters Score -1.816055e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -18160616.000000 Penalty: 5781.824707
	Iteration 74Q: 3 clusters Score -1.816062e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -18160762.000000 Penalty: 5781.824707
	Iteration 75Q: 3 clusters Score -1.816076e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -18160884.000000 Penalty: 5781.824707
	Iteration 76Q: 3 clusters Score -1.816088e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -18161158.000000 Penalty: 5781.824707
	Iteration 77Q: 3 clusters Score -1.816116e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -18161462.000000 Penalty: 5781.824707
	Iteration 78Q: 3 clusters Score -1.816146e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -18161684.000000 Penalty: 5781.824707
	Iteration 79Q: 3 clusters Score -1.816168e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -18161970.000000 Penalty: 5781.824707
	Iteration 80F: 3 clusters Score -1.816197e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -18162234.000000 Penalty: 5781.824707
	Iteration 81Q: 3 clusters Score -1.816223e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -18162474.000000 Penalty: 5781.824707
	Iteration 82Q: 3 clusters Score -1.816247e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -18162638.000000 Penalty: 5781.824707
	Iteration 83Q: 3 clusters Score -1.816264e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -18162862.000000 Penalty: 5781.824707
	Iteration 84Q: 3 clusters Score -1.816286e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -18163102.000000 Penalty: 5781.824707
	Iteration 85Q: 3 clusters Score -1.81631e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -18163334.000000 Penalty: 5781.824707
	Iteration 86Q: 3 clusters Score -1.816333e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -18163648.000000 Penalty: 5781.824707
	Iteration 87Q: 3 clusters Score -1.816365e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -18163870.000000 Penalty: 5781.824707
	Iteration 88Q: 3 clusters Score -1.816387e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -18164064.000000 Penalty: 5781.824707
	Iteration 89Q: 3 clusters Score -1.816406e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -18164162.000000 Penalty: 5781.824707
	Iteration 90Q: 3 clusters Score -1.816416e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -18164332.000000 Penalty: 5781.824707
	Iteration 91Q: 3 clusters Score -1.816433e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -18164536.000000 Penalty: 5781.824707
	Iteration 92Q: 3 clusters Score -1.816454e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -18164746.000000 Penalty: 5781.824707
	Iteration 93Q: 3 clusters Score -1.816475e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -18164936.000000 Penalty: 5781.824707
	Iteration 94Q: 3 clusters Score -1.816494e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -18165078.000000 Penalty: 5781.824707
	Iteration 95Q: 3 clusters Score -1.816508e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -18165198.000000 Penalty: 5781.824707
	Iteration 96Q: 3 clusters Score -1.81652e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -18165318.000000 Penalty: 5781.824707
	Iteration 97Q: 3 clusters Score -1.816532e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -18165366.000000 Penalty: 5781.824707
	Iteration 98Q: 3 clusters Score -1.816537e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -18165392.000000 Penalty: 5781.824707
	Iteration 99Q: 3 clusters Score -1.816539e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -18165396.000000 Penalty: 5781.824707
	Iteration 100F: 3 clusters Score -1.81654e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -18165396.000000 Penalty: 5781.824707
	Iteration 101Q: 3 clusters Score -1.81654e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -18165398.000000 Penalty: 5781.824707
	Iteration 102Q: 3 clusters Score -1.81654e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -18165388.000000 Penalty: 5781.824707
	Iteration 103Q: 3 clusters Score -1.816539e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -18165418.000000 Penalty: 5781.824707
	Iteration 104Q: 3 clusters Score -1.816542e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -18165404.000000 Penalty: 5781.824707
	Iteration 105Q: 3 clusters Score -1.81654e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -18165418.000000 Penalty: 5781.824707
	Iteration 106Q: 3 clusters Score -1.816542e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -18165386.000000 Penalty: 5781.824707
	Iteration 107Q: 3 clusters Score -1.816539e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -18165336.000000 Penalty: 5781.824707
	Iteration 108Q: 3 clusters Score -1.816534e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -18165394.000000 Penalty: 5781.824707
	Iteration 109Q: 3 clusters Score -1.816539e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.81654e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -18165458.000000 Penalty: 5781.824707
	Iteration 111Q: 3 clusters Score -1.816546e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.816546e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -18165548.000000 Penalty: 5781.824707
	Iteration 113Q: 3 clusters Score -1.816555e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -18165528.000000 Penalty: 5781.824707
	Iteration 114Q: 3 clusters Score -1.816553e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -18165520.000000 Penalty: 5781.824707
	Iteration 115Q: 3 clusters Score -1.816552e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -18165584.000000 Penalty: 5781.824707
	Iteration 116Q: 3 clusters Score -1.816558e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -18165598.000000 Penalty: 5781.824707
	Iteration 117Q: 3 clusters Score -1.81656e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -18165570.000000 Penalty: 5781.824707
	Iteration 118Q: 3 clusters Score -1.816557e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -18165542.000000 Penalty: 5781.824707
	Iteration 119Q: 3 clusters Score -1.816554e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -18165550.000000 Penalty: 5781.824707
	Iteration 120F: 3 clusters Score -1.816555e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -18165558.000000 Penalty: 5781.824707
	Iteration 121Q: 3 clusters Score -1.816556e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -18165564.000000 Penalty: 5781.824707
	Iteration 122Q: 3 clusters Score -1.816556e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -18165572.000000 Penalty: 5781.824707
	Iteration 123Q: 3 clusters Score -1.816557e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -18165588.000000 Penalty: 5781.824707
	Iteration 124Q: 3 clusters Score -1.816559e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -18165618.000000 Penalty: 5781.824707
	Iteration 125Q: 3 clusters Score -1.816562e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -18165638.000000 Penalty: 5781.824707
	Iteration 126Q: 3 clusters Score -1.816564e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -18165648.000000 Penalty: 5781.824707
	Iteration 127Q: 3 clusters Score -1.816565e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94847 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -18165644.000000 Penalty: 5781.824707
	Iteration 128Q: 3 clusters Score -1.816564e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -18165694.000000 Penalty: 5781.824707
	Iteration 129Q: 3 clusters Score -1.816569e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -18165724.000000 Penalty: 5781.824707
	Iteration 130Q: 3 clusters Score -1.816572e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -18165754.000000 Penalty: 5781.824707
	Iteration 131Q: 3 clusters Score -1.816575e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -18165786.000000 Penalty: 5781.824707
	Iteration 132Q: 3 clusters Score -1.816579e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -18165750.000000 Penalty: 5781.824707
	Iteration 133Q: 3 clusters Score -1.816575e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -18165746.000000 Penalty: 5781.824707
	Iteration 134Q: 3 clusters Score -1.816575e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -18165746.000000 Penalty: 5781.824707
	Iteration 135Q: 3 clusters Score -1.816575e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -18165732.000000 Penalty: 5781.824707
	Iteration 136Q: 3 clusters Score -1.816573e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -18165734.000000 Penalty: 5781.824707
	Iteration 137Q: 3 clusters Score -1.816573e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -18165714.000000 Penalty: 5781.824707
	Iteration 138Q: 3 clusters Score -1.816571e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -18165712.000000 Penalty: 5781.824707
	Iteration 139Q: 3 clusters Score -1.816571e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -18165706.000000 Penalty: 5781.824707
	Iteration 140F: 3 clusters Score -1.816571e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -18165692.000000 Penalty: 5781.824707
	Iteration 141Q: 3 clusters Score -1.816569e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -18165700.000000 Penalty: 5781.824707
	Iteration 142Q: 3 clusters Score -1.81657e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -18165714.000000 Penalty: 5781.824707
	Iteration 143Q: 3 clusters Score -1.816571e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -18165756.000000 Penalty: 5781.824707
	Iteration 144Q: 3 clusters Score -1.816576e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -18165748.000000 Penalty: 5781.824707
	Iteration 145Q: 3 clusters Score -1.816575e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -18165744.000000 Penalty: 5781.824707
	Iteration 146Q: 3 clusters Score -1.816574e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -18165762.000000 Penalty: 5781.824707
	Iteration 147Q: 3 clusters Score -1.816576e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -18165748.000000 Penalty: 5781.824707
	Iteration 148Q: 3 clusters Score -1.816575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -18165752.000000 Penalty: 5781.824707
	Iteration 149Q: 3 clusters Score -1.816575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -18165770.000000 Penalty: 5781.824707
	Iteration 150Q: 3 clusters Score -1.816577e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -18165758.000000 Penalty: 5781.824707
	Iteration 151Q: 3 clusters Score -1.816576e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -18165778.000000 Penalty: 5781.824707
	Iteration 152Q: 3 clusters Score -1.816578e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -18165764.000000 Penalty: 5781.824707
	Iteration 153Q: 3 clusters Score -1.816576e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -18165784.000000 Penalty: 5781.824707
	Iteration 154Q: 3 clusters Score -1.816578e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -18165758.000000 Penalty: 5781.824707
	Iteration 155Q: 3 clusters Score -1.816576e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -18165754.000000 Penalty: 5781.824707
	Iteration 156Q: 3 clusters Score -1.816575e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -18165748.000000 Penalty: 5781.824707
	Iteration 157Q: 3 clusters Score -1.816575e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -18165770.000000 Penalty: 5781.824707
	Iteration 158Q: 3 clusters Score -1.816577e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -18165758.000000 Penalty: 5781.824707
	Iteration 159Q: 3 clusters Score -1.816576e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98961 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -18165760.000000 Penalty: 5781.824707
	Iteration 160F: 3 clusters Score -1.816576e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -18165748.000000 Penalty: 5781.824707
	Iteration 161Q: 3 clusters Score -1.816575e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -18165750.000000 Penalty: 5781.824707
	Iteration 162Q: 3 clusters Score -1.816575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -18165752.000000 Penalty: 5781.824707
	Iteration 163Q: 3 clusters Score -1.816575e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -18165742.000000 Penalty: 5781.824707
	Iteration 164Q: 3 clusters Score -1.816574e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -18165760.000000 Penalty: 5781.824707
	Iteration 165Q: 3 clusters Score -1.816576e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -18165752.000000 Penalty: 5781.824707
	Iteration 166Q: 3 clusters Score -1.816575e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -18165698.000000 Penalty: 5781.824707
	Iteration 167Q: 3 clusters Score -1.81657e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99717 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -18165716.000000 Penalty: 5781.824707
	Iteration 168Q: 3 clusters Score -1.816572e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -18165736.000000 Penalty: 5781.824707
	Iteration 169Q: 3 clusters Score -1.816574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -18165732.000000 Penalty: 5781.824707
	Iteration 170Q: 3 clusters Score -1.816573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -18165734.000000 Penalty: 5781.824707
	Iteration 171Q: 3 clusters Score -1.816573e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -18165710.000000 Penalty: 5781.824707
	Iteration 172Q: 3 clusters Score -1.816571e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -18165700.000000 Penalty: 5781.824707
	Iteration 173Q: 3 clusters Score -1.81657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -18165692.000000 Penalty: 5781.824707
	Iteration 174Q: 3 clusters Score -1.816569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -18165686.000000 Penalty: 5781.824707
	Iteration 175Q: 3 clusters Score -1.816569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -18165676.000000 Penalty: 5781.824707
	Iteration 176Q: 3 clusters Score -1.816568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -18165674.000000 Penalty: 5781.824707
	Iteration 177Q: 3 clusters Score -1.816567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -18165702.000000 Penalty: 5781.824707
	Iteration 178Q: 3 clusters Score -1.81657e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -18165686.000000 Penalty: 5781.824707
	Iteration 179Q: 3 clusters Score -1.816569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -18165716.000000 Penalty: 5781.824707
	Iteration 180F: 3 clusters Score -1.816572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -18165700.000000 Penalty: 5781.824707
	Iteration 181Q: 3 clusters Score -1.81657e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -18165694.000000 Penalty: 5781.824707
	Iteration 182Q: 3 clusters Score -1.816569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -18165706.000000 Penalty: 5781.824707
	Iteration 183Q: 3 clusters Score -1.816571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -18165718.000000 Penalty: 5781.824707
	Iteration 184Q: 3 clusters Score -1.816572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -18165728.000000 Penalty: 5781.824707
	Iteration 185Q: 3 clusters Score -1.816573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -18165752.000000 Penalty: 5781.824707
	Iteration 186Q: 3 clusters Score -1.816575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -18165780.000000 Penalty: 5781.824707
	Iteration 187Q: 3 clusters Score -1.816578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -18165756.000000 Penalty: 5781.824707
	Iteration 188Q: 3 clusters Score -1.816576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -18165800.000000 Penalty: 5781.824707
	Iteration 189Q: 3 clusters Score -1.81658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -18165828.000000 Penalty: 5781.824707
	Iteration 190Q: 3 clusters Score -1.816583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -18165826.000000 Penalty: 5781.824707
	Iteration 191Q: 3 clusters Score -1.816583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -18165860.000000 Penalty: 5781.824707
	Iteration 192Q: 3 clusters Score -1.816586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -18165874.000000 Penalty: 5781.824707
	Iteration 193Q: 3 clusters Score -1.816587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -18165904.000000 Penalty: 5781.824707
	Iteration 194Q: 3 clusters Score -1.81659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -18165906.000000 Penalty: 5781.824707
	Iteration 195Q: 3 clusters Score -1.816591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -18165918.000000 Penalty: 5781.824707
	Iteration 196Q: 3 clusters Score -1.816592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -18165926.000000 Penalty: 5781.824707
	Iteration 197Q: 3 clusters Score -1.816593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -18165916.000000 Penalty: 5781.824707
	Iteration 198Q: 3 clusters Score -1.816592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -18165914.000000 Penalty: 5781.824707
	Iteration 199Q: 3 clusters Score -1.816591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -18165932.000000 Penalty: 5781.824707
	Iteration 200F: 3 clusters Score -1.816593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -18165944.000000 Penalty: 5781.824707
	Iteration 201Q: 3 clusters Score -1.816594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -18165964.000000 Penalty: 5781.824707
	Iteration 202Q: 3 clusters Score -1.816596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -18165990.000000 Penalty: 5781.824707
	Iteration 203Q: 3 clusters Score -1.816599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -18166014.000000 Penalty: 5781.824707
	Iteration 204Q: 3 clusters Score -1.816601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -18166018.000000 Penalty: 5781.824707
	Iteration 205Q: 3 clusters Score -1.816602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -18166028.000000 Penalty: 5781.824707
	Iteration 206Q: 3 clusters Score -1.816603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -18166032.000000 Penalty: 5781.824707
	Iteration 207Q: 3 clusters Score -1.816603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -18166054.000000 Penalty: 5781.824707
	Iteration 208Q: 3 clusters Score -1.816605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -18166074.000000 Penalty: 5781.824707
	Iteration 209Q: 3 clusters Score -1.816607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -18166116.000000 Penalty: 5781.824707
	Iteration 210Q: 3 clusters Score -1.816612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -18166160.000000 Penalty: 5781.824707
	Iteration 211Q: 3 clusters Score -1.816616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -18166210.000000 Penalty: 5781.824707
	Iteration 212Q: 3 clusters Score -1.816621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -18166236.000000 Penalty: 5781.824707
	Iteration 213Q: 3 clusters Score -1.816624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -18166296.000000 Penalty: 5781.824707
	Iteration 214Q: 3 clusters Score -1.81663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -18166296.000000 Penalty: 5781.824707
	Iteration 215Q: 3 clusters Score -1.81663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -18166306.000000 Penalty: 5781.824707
	Iteration 216Q: 3 clusters Score -1.816631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -18166356.000000 Penalty: 5781.824707
	Iteration 217Q: 3 clusters Score -1.816636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -18166414.000000 Penalty: 5781.824707
	Iteration 218Q: 3 clusters Score -1.816641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -18166430.000000 Penalty: 5781.824707
	Iteration 219Q: 3 clusters Score -1.816643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -18166444.000000 Penalty: 5781.824707
	Iteration 220F: 3 clusters Score -1.816644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -18166440.000000 Penalty: 5781.824707
	Iteration 221Q: 3 clusters Score -1.816644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -18166440.000000 Penalty: 5781.824707
	Iteration 222Q: 3 clusters Score -1.816644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -18166432.000000 Penalty: 5781.824707
	Iteration 223Q: 3 clusters Score -1.816643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -18166450.000000 Penalty: 5781.824707
	Iteration 224Q: 3 clusters Score -1.816645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -18166446.000000 Penalty: 5781.824707
	Iteration 225Q: 3 clusters Score -1.816645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -18166450.000000 Penalty: 5781.824707
	Iteration 226Q: 3 clusters Score -1.816645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -18166472.000000 Penalty: 5781.824707
	Iteration 227Q: 3 clusters Score -1.816647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -18166474.000000 Penalty: 5781.824707
	Iteration 228Q: 3 clusters Score -1.816647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -18166480.000000 Penalty: 5781.824707
	Iteration 229Q: 3 clusters Score -1.816648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -18166482.000000 Penalty: 5781.824707
	Iteration 230Q: 3 clusters Score -1.816648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -18166462.000000 Penalty: 5781.824707
	Iteration 231Q: 3 clusters Score -1.816646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -18166464.000000 Penalty: 5781.824707
	Iteration 232Q: 3 clusters Score -1.816646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -18166490.000000 Penalty: 5781.824707
	Iteration 233Q: 3 clusters Score -1.816649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101679 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -18166520.000000 Penalty: 5781.824707
	Iteration 234Q: 3 clusters Score -1.816652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -18166548.000000 Penalty: 5781.824707
	Iteration 235Q: 3 clusters Score -1.816655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -18166562.000000 Penalty: 5781.824707
	Iteration 236Q: 3 clusters Score -1.816656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -18166576.000000 Penalty: 5781.824707
	Iteration 237Q: 3 clusters Score -1.816658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -18166584.000000 Penalty: 5781.824707
	Iteration 238Q: 3 clusters Score -1.816658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101787 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -18166590.000000 Penalty: 5781.824707
	Iteration 239Q: 3 clusters Score -1.816659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -18166606.000000 Penalty: 5781.824707
	Iteration 240F: 3 clusters Score -1.816661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -18166626.000000 Penalty: 5781.824707
	Iteration 241Q: 3 clusters Score -1.816663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -18166642.000000 Penalty: 5781.824707
	Iteration 242Q: 3 clusters Score -1.816664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -18166674.000000 Penalty: 5781.824707
	Iteration 243Q: 3 clusters Score -1.816667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -18166698.000000 Penalty: 5781.824707
	Iteration 244Q: 3 clusters Score -1.81667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -18166702.000000 Penalty: 5781.824707
	Iteration 245Q: 3 clusters Score -1.81667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -18166710.000000 Penalty: 5781.824707
	Iteration 246Q: 3 clusters Score -1.816671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -18166750.000000 Penalty: 5781.824707
	Iteration 247Q: 3 clusters Score -1.816675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -18166764.000000 Penalty: 5781.824707
	Iteration 248Q: 3 clusters Score -1.816676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -18166760.000000 Penalty: 5781.824707
	Iteration 249Q: 3 clusters Score -1.816676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -18166810.000000 Penalty: 5781.824707
	Iteration 250Q: 3 clusters Score -1.816681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -18166820.000000 Penalty: 5781.824707
	Iteration 251Q: 3 clusters Score -1.816682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -18166846.000000 Penalty: 5781.824707
	Iteration 252Q: 3 clusters Score -1.816685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102120 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -18166878.000000 Penalty: 5781.824707
	Iteration 253Q: 3 clusters Score -1.816688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -18166910.000000 Penalty: 5781.824707
	Iteration 254Q: 3 clusters Score -1.816691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -18166934.000000 Penalty: 5781.824707
	Iteration 255Q: 3 clusters Score -1.816693e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -18166952.000000 Penalty: 5781.824707
	Iteration 256Q: 3 clusters Score -1.816695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -18166976.000000 Penalty: 5781.824707
	Iteration 257Q: 3 clusters Score -1.816698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -18166992.000000 Penalty: 5781.824707
	Iteration 258Q: 3 clusters Score -1.816699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -18167040.000000 Penalty: 5781.824707
	Iteration 259Q: 3 clusters Score -1.816704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -18167052.000000 Penalty: 5781.824707
	Iteration 260F: 3 clusters Score -1.816705e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -18167086.000000 Penalty: 5781.824707
	Iteration 261Q: 3 clusters Score -1.816709e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -18167116.000000 Penalty: 5781.824707
	Iteration 262Q: 3 clusters Score -1.816712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -18167146.000000 Penalty: 5781.824707
	Iteration 263Q: 3 clusters Score -1.816715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -18167180.000000 Penalty: 5781.824707
	Iteration 264Q: 3 clusters Score -1.816718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -18167226.000000 Penalty: 5781.824707
	Iteration 265Q: 3 clusters Score -1.816723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -18167286.000000 Penalty: 5781.824707
	Iteration 266Q: 3 clusters Score -1.816729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -18167306.000000 Penalty: 5781.824707
	Iteration 267Q: 3 clusters Score -1.816731e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -18167346.000000 Penalty: 5781.824707
	Iteration 268Q: 3 clusters Score -1.816735e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -18167370.000000 Penalty: 5781.824707
	Iteration 269Q: 3 clusters Score -1.816737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -18167420.000000 Penalty: 5781.824707
	Iteration 270Q: 3 clusters Score -1.816742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -18167438.000000 Penalty: 5781.824707
	Iteration 271Q: 3 clusters Score -1.816744e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -18167442.000000 Penalty: 5781.824707
	Iteration 272Q: 3 clusters Score -1.816744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -18167448.000000 Penalty: 5781.824707
	Iteration 273Q: 3 clusters Score -1.816745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -18167496.000000 Penalty: 5781.824707
	Iteration 274Q: 3 clusters Score -1.81675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -18167496.000000 Penalty: 5781.824707
	Iteration 275Q: 3 clusters Score -1.81675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -18167544.000000 Penalty: 5781.824707
	Iteration 276Q: 3 clusters Score -1.816754e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -18167586.000000 Penalty: 5781.824707
	Iteration 277Q: 3 clusters Score -1.816759e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -18167622.000000 Penalty: 5781.824707
	Iteration 278Q: 3 clusters Score -1.816762e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -18167696.000000 Penalty: 5781.824707
	Iteration 279Q: 3 clusters Score -1.81677e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -18167718.000000 Penalty: 5781.824707
	Iteration 280F: 3 clusters Score -1.816772e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -18167738.000000 Penalty: 5781.824707
	Iteration 281Q: 3 clusters Score -1.816774e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -18167778.000000 Penalty: 5781.824707
	Iteration 282Q: 3 clusters Score -1.816778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -18167826.000000 Penalty: 5781.824707
	Iteration 283Q: 3 clusters Score -1.816783e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -18167870.000000 Penalty: 5781.824707
	Iteration 284Q: 3 clusters Score -1.816787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -18167908.000000 Penalty: 5781.824707
	Iteration 285Q: 3 clusters Score -1.816791e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -18167954.000000 Penalty: 5781.824707
	Iteration 286Q: 3 clusters Score -1.816795e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -18167996.000000 Penalty: 5781.824707
	Iteration 287Q: 3 clusters Score -1.8168e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103994 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -18168056.000000 Penalty: 5781.824707
	Iteration 288Q: 3 clusters Score -1.816806e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -18168086.000000 Penalty: 5781.824707
	Iteration 289Q: 3 clusters Score -1.816809e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -18168152.000000 Penalty: 5781.824707
	Iteration 290Q: 3 clusters Score -1.816815e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -18168200.000000 Penalty: 5781.824707
	Iteration 291Q: 3 clusters Score -1.81682e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -18168294.000000 Penalty: 5781.824707
	Iteration 292Q: 3 clusters Score -1.816829e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -18168310.000000 Penalty: 5781.824707
	Iteration 293Q: 3 clusters Score -1.816831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -18168328.000000 Penalty: 5781.824707
	Iteration 294Q: 3 clusters Score -1.816833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -18168340.000000 Penalty: 5781.824707
	Iteration 295Q: 3 clusters Score -1.816834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -18168356.000000 Penalty: 5781.824707
	Iteration 296Q: 3 clusters Score -1.816836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -18168352.000000 Penalty: 5781.824707
	Iteration 297Q: 3 clusters Score -1.816835e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -18168396.000000 Penalty: 5781.824707
	Iteration 298Q: 3 clusters Score -1.81684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -18168422.000000 Penalty: 5781.824707
	Iteration 299Q: 3 clusters Score -1.816842e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -18168440.000000 Penalty: 5781.824707
	Iteration 300F: 3 clusters Score -1.816844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -18168458.000000 Penalty: 5781.824707
	Iteration 301Q: 3 clusters Score -1.816846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -18168488.000000 Penalty: 5781.824707
	Iteration 302Q: 3 clusters Score -1.816849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -18168520.000000 Penalty: 5781.824707
	Iteration 303Q: 3 clusters Score -1.816852e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -18168528.000000 Penalty: 5781.824707
	Iteration 304Q: 3 clusters Score -1.816853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -18168524.000000 Penalty: 5781.824707
	Iteration 305Q: 3 clusters Score -1.816852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -18168558.000000 Penalty: 5781.824707
	Iteration 306Q: 3 clusters Score -1.816856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -18168628.000000 Penalty: 5781.824707
	Iteration 307Q: 3 clusters Score -1.816863e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -18168636.000000 Penalty: 5781.824707
	Iteration 308Q: 3 clusters Score -1.816864e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -18168622.000000 Penalty: 5781.824707
	Iteration 309Q: 3 clusters Score -1.816862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -18168672.000000 Penalty: 5781.824707
	Iteration 310Q: 3 clusters Score -1.816867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -18168688.000000 Penalty: 5781.824707
	Iteration 311Q: 3 clusters Score -1.816869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -18168724.000000 Penalty: 5781.824707
	Iteration 312Q: 3 clusters Score -1.816872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -18168712.000000 Penalty: 5781.824707
	Iteration 313Q: 3 clusters Score -1.816871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -18168714.000000 Penalty: 5781.824707
	Iteration 314Q: 3 clusters Score -1.816871e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -18168710.000000 Penalty: 5781.824707
	Iteration 315Q: 3 clusters Score -1.816871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -18168722.000000 Penalty: 5781.824707
	Iteration 316Q: 3 clusters Score -1.816872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -18168724.000000 Penalty: 5781.824707
	Iteration 317Q: 3 clusters Score -1.816872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -18168744.000000 Penalty: 5781.824707
	Iteration 318Q: 3 clusters Score -1.816874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -18168758.000000 Penalty: 5781.824707
	Iteration 319Q: 3 clusters Score -1.816876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -18168776.000000 Penalty: 5781.824707
	Iteration 320F: 3 clusters Score -1.816878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -18168784.000000 Penalty: 5781.824707
	Iteration 321Q: 3 clusters Score -1.816878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -18168780.000000 Penalty: 5781.824707
	Iteration 322Q: 3 clusters Score -1.816878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -18168770.000000 Penalty: 5781.824707
	Iteration 323Q: 3 clusters Score -1.816877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -18168770.000000 Penalty: 5781.824707
	Iteration 324Q: 3 clusters Score -1.816877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -18168786.000000 Penalty: 5781.824707
	Iteration 325Q: 3 clusters Score -1.816879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -18168798.000000 Penalty: 5781.824707
	Iteration 326Q: 3 clusters Score -1.81688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -18168784.000000 Penalty: 5781.824707
	Iteration 327Q: 3 clusters Score -1.816878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -18168812.000000 Penalty: 5781.824707
	Iteration 328Q: 3 clusters Score -1.816881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -18168808.000000 Penalty: 5781.824707
	Iteration 329Q: 3 clusters Score -1.816881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -18168834.000000 Penalty: 5781.824707
	Iteration 330Q: 3 clusters Score -1.816883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -18168858.000000 Penalty: 5781.824707
	Iteration 331Q: 3 clusters Score -1.816886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -18168840.000000 Penalty: 5781.824707
	Iteration 332Q: 3 clusters Score -1.816884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -18168844.000000 Penalty: 5781.824707
	Iteration 333Q: 3 clusters Score -1.816884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -18168860.000000 Penalty: 5781.824707
	Iteration 334Q: 3 clusters Score -1.816886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -18168868.000000 Penalty: 5781.824707
	Iteration 335Q: 3 clusters Score -1.816887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106050 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -18168866.000000 Penalty: 5781.824707
	Iteration 336Q: 3 clusters Score -1.816887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -18168878.000000 Penalty: 5781.824707
	Iteration 337Q: 3 clusters Score -1.816888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -18168876.000000 Penalty: 5781.824707
	Iteration 338Q: 3 clusters Score -1.816888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -18168888.000000 Penalty: 5781.824707
	Iteration 339Q: 3 clusters Score -1.816889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -18168888.000000 Penalty: 5781.824707
	Iteration 340F: 3 clusters Score -1.816889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -18168912.000000 Penalty: 5781.824707
	Iteration 341Q: 3 clusters Score -1.816891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -18168912.000000 Penalty: 5781.824707
	Iteration 342Q: 3 clusters Score -1.816891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106226 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -18168928.000000 Penalty: 5781.824707
	Iteration 343Q: 3 clusters Score -1.816893e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -18168958.000000 Penalty: 5781.824707
	Iteration 344Q: 3 clusters Score -1.816896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -18168962.000000 Penalty: 5781.824707
	Iteration 345Q: 3 clusters Score -1.816896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -18168972.000000 Penalty: 5781.824707
	Iteration 346Q: 3 clusters Score -1.816897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -18168952.000000 Penalty: 5781.824707
	Iteration 347Q: 3 clusters Score -1.816895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106346 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -18168964.000000 Penalty: 5781.824707
	Iteration 348Q: 3 clusters Score -1.816896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -18168974.000000 Penalty: 5781.824707
	Iteration 349Q: 3 clusters Score -1.816897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -18168968.000000 Penalty: 5781.824707
	Iteration 350Q: 3 clusters Score -1.816897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -18168962.000000 Penalty: 5781.824707
	Iteration 351Q: 3 clusters Score -1.816896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -18168960.000000 Penalty: 5781.824707
	Iteration 352Q: 3 clusters Score -1.816896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -18168962.000000 Penalty: 5781.824707
	Iteration 353Q: 3 clusters Score -1.816896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106375 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -18168952.000000 Penalty: 5781.824707
	Iteration 354Q: 3 clusters Score -1.816895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -18168966.000000 Penalty: 5781.824707
	Iteration 355Q: 3 clusters Score -1.816897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -18168968.000000 Penalty: 5781.824707
	Iteration 356Q: 3 clusters Score -1.816897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -18168972.000000 Penalty: 5781.824707
	Iteration 357Q: 3 clusters Score -1.816897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -18168966.000000 Penalty: 5781.824707
	Iteration 358Q: 3 clusters Score -1.816897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -18168960.000000 Penalty: 5781.824707
	Iteration 359Q: 3 clusters Score -1.816896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -18168962.000000 Penalty: 5781.824707
	Iteration 360F: 3 clusters Score -1.816896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -18168964.000000 Penalty: 5781.824707
	Iteration 361Q: 3 clusters Score -1.816896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -18168962.000000 Penalty: 5781.824707
	Iteration 362Q: 3 clusters Score -1.816896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18168968.000000 Penalty: 5781.824707
	Iteration 363Q: 3 clusters Score -1.816897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18168968.000000 Penalty: 5781.824707
	Iteration 364F: 3 clusters Score -1.816897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Entering Unmasked Estep 
Score: -1650522.625000 Penalty: 2315.896973
	Iteration 0F: 2 clusters Score -1650523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1642170.750000 Penalty: 4631.793945
	Iteration 0F: 3 clusters Score -1642171 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1645254.500000 Penalty: 4631.793945
	Iteration 1F: 3 clusters Score -1645254 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1646038.750000 Penalty: 4631.793945
	Iteration 2F: 3 clusters Score -1646039 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1646789.500000 Penalty: 4631.793945
	Iteration 3F: 3 clusters Score -1646790 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1647480.875000 Penalty: 4631.793945
	Iteration 4F: 3 clusters Score -1647481 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1648018.875000 Penalty: 4631.793945
	Iteration 5F: 3 clusters Score -1648019 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1648435.125000 Penalty: 4631.793945
	Iteration 6F: 3 clusters Score -1648435 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1648765.500000 Penalty: 4631.793945
	Iteration 7Q: 3 clusters Score -1648766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1649024.000000 Penalty: 4631.793945
	Iteration 8Q: 3 clusters Score -1649024 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1649207.500000 Penalty: 4631.793945
	Iteration 9Q: 3 clusters Score -1649208 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1649309.000000 Penalty: 4631.793945
	Iteration 10Q: 3 clusters Score -1649309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1649379.750000 Penalty: 4631.793945
	Iteration 11Q: 3 clusters Score -1649380 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1649426.000000 Penalty: 4631.793945
	Iteration 12Q: 3 clusters Score -1649426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1649470.000000 Penalty: 4631.793945
	Iteration 13Q: 3 clusters Score -1649470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1649498.000000 Penalty: 4631.793945
	Iteration 14Q: 3 clusters Score -1649498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1649522.000000 Penalty: 4631.793945
	Iteration 15Q: 3 clusters Score -1649522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1649550.625000 Penalty: 4631.793945
	Iteration 16Q: 3 clusters Score -1649551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1649575.000000 Penalty: 4631.793945
	Iteration 17Q: 3 clusters Score -1649575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1649591.125000 Penalty: 4631.793945
	Iteration 18Q: 3 clusters Score -1649591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1649609.875000 Penalty: 4631.793945
	Iteration 19Q: 3 clusters Score -1649610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1649630.625000 Penalty: 4631.793945
	Iteration 20F: 3 clusters Score -1649631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1649645.000000 Penalty: 4631.793945
	Iteration 21Q: 3 clusters Score -1649645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1649657.625000 Penalty: 4631.793945
	Iteration 22Q: 3 clusters Score -1649658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1649658.375000 Penalty: 4631.793945
	Iteration 23Q: 3 clusters Score -1649658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1649666.875000 Penalty: 4631.793945
	Iteration 24Q: 3 clusters Score -1649667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1649679.500000 Penalty: 4631.793945
	Iteration 25Q: 3 clusters Score -1649680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1649689.125000 Penalty: 4631.793945
	Iteration 26Q: 3 clusters Score -1649689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1649698.000000 Penalty: 4631.793945
	Iteration 27Q: 3 clusters Score -1649698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1649709.625000 Penalty: 4631.793945
	Iteration 28Q: 3 clusters Score -1649710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1649714.750000 Penalty: 4631.793945
	Iteration 29Q: 3 clusters Score -1649715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1649720.125000 Penalty: 4631.793945
	Iteration 30Q: 3 clusters Score -1649720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1649720.250000 Penalty: 4631.793945
	Iteration 31Q: 3 clusters Score -1649720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1649722.250000 Penalty: 4631.793945
	Iteration 32Q: 3 clusters Score -1649722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1649723.000000 Penalty: 4631.793945
	Iteration 33Q: 3 clusters Score -1649723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1649728.000000 Penalty: 4631.793945
	Iteration 34Q: 3 clusters Score -1649728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1649725.750000 Penalty: 4631.793945
	Iteration 35Q: 3 clusters Score -1649726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1649729.125000 Penalty: 4631.793945
	Iteration 36Q: 3 clusters Score -1649729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1649724.625000 Penalty: 4631.793945
	Iteration 37Q: 3 clusters Score -1649725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1649728.375000 Penalty: 4631.793945
	Iteration 38Q: 3 clusters Score -1649728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1649730.625000 Penalty: 4631.793945
	Iteration 39Q: 3 clusters Score -1649731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1649730.000000 Penalty: 4631.793945
	Iteration 40F: 3 clusters Score -1649730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1649731.000000 Penalty: 4631.793945
	Iteration 41Q: 3 clusters Score -1649731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1649732.125000 Penalty: 4631.793945
	Iteration 42Q: 3 clusters Score -1649732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1649736.125000 Penalty: 4631.793945
	Iteration 43Q: 3 clusters Score -1649736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1649731.750000 Penalty: 4631.793945
	Iteration 44Q: 3 clusters Score -1649732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1649738.000000 Penalty: 4631.793945
	Iteration 45Q: 3 clusters Score -1649738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1649738.375000 Penalty: 4631.793945
	Iteration 46Q: 3 clusters Score -1649738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1649737.500000 Penalty: 4631.793945
	Iteration 47Q: 3 clusters Score -1649738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1649734.625000 Penalty: 4631.793945
	Iteration 48Q: 3 clusters Score -1649735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1649734.875000 Penalty: 4631.793945
	Iteration 49Q: 3 clusters Score -1649735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1649737.875000 Penalty: 4631.793945
	Iteration 50Q: 3 clusters Score -1649738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1649737.125000 Penalty: 4631.793945
	Iteration 51Q: 3 clusters Score -1649737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1649736.000000 Penalty: 4631.793945
	Iteration 52Q: 3 clusters Score -1649736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1649737.125000 Penalty: 4631.793945
	Iteration 53Q: 3 clusters Score -1649737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1649739.375000 Penalty: 4631.793945
	Iteration 54Q: 3 clusters Score -1649739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1649738.250000 Penalty: 4631.793945
	Iteration 55Q: 3 clusters Score -1649738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1649740.125000 Penalty: 4631.793945
	Iteration 56Q: 3 clusters Score -1649740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1649735.375000 Penalty: 4631.793945
	Iteration 57Q: 3 clusters Score -1649735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1649741.750000 Penalty: 4631.793945
	Iteration 58Q: 3 clusters Score -1649742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1649745.000000 Penalty: 4631.793945
	Iteration 59Q: 3 clusters Score -1649745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1649743.125000 Penalty: 4631.793945
	Iteration 60F: 3 clusters Score -1649743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1649742.000000 Penalty: 4631.793945
	Iteration 61Q: 3 clusters Score -1649742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1649742.000000 Penalty: 4631.793945
	Iteration 62F: 3 clusters Score -1649742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Entering Unmasked Estep 
Score: -16243613.000000 Penalty: 2862.275879
	Iteration 0F: 2 clusters Score -1.624361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -16179653.000000 Penalty: 5724.551758
	Iteration 0F: 3 clusters Score -1.617965e+07 nChanged 48991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -16208110.000000 Penalty: 5724.551758
	Iteration 1F: 3 clusters Score -1.620811e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -16209471.000000 Penalty: 5724.551758
	Iteration 2Q: 3 clusters Score -1.620947e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -16211457.000000 Penalty: 5724.551758
	Iteration 3Q: 3 clusters Score -1.621146e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -16214530.000000 Penalty: 5724.551758
	Iteration 4F: 3 clusters Score -1.621453e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -16218356.000000 Penalty: 5724.551758
	Iteration 5F: 3 clusters Score -1.621836e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -16222019.000000 Penalty: 5724.551758
	Iteration 6F: 3 clusters Score -1.622202e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -16224862.000000 Penalty: 5724.551758
	Iteration 7F: 3 clusters Score -1.622486e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -16227656.000000 Penalty: 5724.551758
	Iteration 8F: 3 clusters Score -1.622766e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -16230421.000000 Penalty: 5724.551758
	Iteration 9Q: 3 clusters Score -1.623042e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -16233215.000000 Penalty: 5724.551758
	Iteration 10Q: 3 clusters Score -1.623322e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -16235550.000000 Penalty: 5724.551758
	Iteration 11Q: 3 clusters Score -1.623555e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -16237352.000000 Penalty: 5724.551758
	Iteration 12Q: 3 clusters Score -1.623735e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -16238502.000000 Penalty: 5724.551758
	Iteration 13Q: 3 clusters Score -1.62385e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -16239334.000000 Penalty: 5724.551758
	Iteration 14Q: 3 clusters Score -1.623933e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -16239847.000000 Penalty: 5724.551758
	Iteration 15Q: 3 clusters Score -1.623985e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -16240183.000000 Penalty: 5724.551758
	Iteration 16Q: 3 clusters Score -1.624018e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -16240481.000000 Penalty: 5724.551758
	Iteration 17Q: 3 clusters Score -1.624048e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -16240677.000000 Penalty: 5724.551758
	Iteration 18Q: 3 clusters Score -1.624068e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -16240795.000000 Penalty: 5724.551758
	Iteration 19Q: 3 clusters Score -1.62408e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 101318 members 
Entering Unmasked Estep 
Score: -16240920.000000 Penalty: 5724.551758
	Iteration 20F: 3 clusters Score -1.624092e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -16241024.000000 Penalty: 5724.551758
	Iteration 21Q: 3 clusters Score -1.624102e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -16241120.000000 Penalty: 5724.551758
	Iteration 22Q: 3 clusters Score -1.624112e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -16241212.000000 Penalty: 5724.551758
	Iteration 23Q: 3 clusters Score -1.624121e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -16241220.000000 Penalty: 5724.551758
	Iteration 24Q: 3 clusters Score -1.624122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -16241228.000000 Penalty: 5724.551758
	Iteration 25Q: 3 clusters Score -1.624123e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -16241245.000000 Penalty: 5724.551758
	Iteration 26Q: 3 clusters Score -1.624124e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -16241278.000000 Penalty: 5724.551758
	Iteration 27Q: 3 clusters Score -1.624128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -16241313.000000 Penalty: 5724.551758
	Iteration 28Q: 3 clusters Score -1.624131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -16241369.000000 Penalty: 5724.551758
	Iteration 29Q: 3 clusters Score -1.624137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -16241386.000000 Penalty: 5724.551758
	Iteration 30Q: 3 clusters Score -1.624139e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -16241408.000000 Penalty: 5724.551758
	Iteration 31Q: 3 clusters Score -1.624141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -16241447.000000 Penalty: 5724.551758
	Iteration 32Q: 3 clusters Score -1.624145e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -16241473.000000 Penalty: 5724.551758
	Iteration 33Q: 3 clusters Score -1.624147e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -16241468.000000 Penalty: 5724.551758
	Iteration 34Q: 3 clusters Score -1.624147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -16241516.000000 Penalty: 5724.551758
	Iteration 35Q: 3 clusters Score -1.624152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -16241500.000000 Penalty: 5724.551758
	Iteration 36Q: 3 clusters Score -1.62415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -16241516.000000 Penalty: 5724.551758
	Iteration 37Q: 3 clusters Score -1.624152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -16241520.000000 Penalty: 5724.551758
	Iteration 38Q: 3 clusters Score -1.624152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -16241515.000000 Penalty: 5724.551758
	Iteration 39Q: 3 clusters Score -1.624152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -16241506.000000 Penalty: 5724.551758
	Iteration 40F: 3 clusters Score -1.624151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -16241497.000000 Penalty: 5724.551758
	Iteration 41Q: 3 clusters Score -1.62415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -16241511.000000 Penalty: 5724.551758
	Iteration 42Q: 3 clusters Score -1.624151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -16241521.000000 Penalty: 5724.551758
	Iteration 43Q: 3 clusters Score -1.624152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -16241523.000000 Penalty: 5724.551758
	Iteration 44Q: 3 clusters Score -1.624152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -16241522.000000 Penalty: 5724.551758
	Iteration 45Q: 3 clusters Score -1.624152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -16241528.000000 Penalty: 5724.551758
	Iteration 46Q: 3 clusters Score -1.624153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -16241511.000000 Penalty: 5724.551758
	Iteration 47Q: 3 clusters Score -1.624151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -16241508.000000 Penalty: 5724.551758
	Iteration 48Q: 3 clusters Score -1.624151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -16241517.000000 Penalty: 5724.551758
	Iteration 49Q: 3 clusters Score -1.624152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 102095 members 
Entering Unmasked Estep 
Score: -16241511.000000 Penalty: 5724.551758
	Iteration 50Q: 3 clusters Score -1.624151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -16241512.000000 Penalty: 5724.551758
	Iteration 51Q: 3 clusters Score -1.624151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -16241506.000000 Penalty: 5724.551758
	Iteration 52Q: 3 clusters Score -1.624151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -16241521.000000 Penalty: 5724.551758
	Iteration 53Q: 3 clusters Score -1.624152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -16241530.000000 Penalty: 5724.551758
	Iteration 54Q: 3 clusters Score -1.624153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -16241537.000000 Penalty: 5724.551758
	Iteration 55Q: 3 clusters Score -1.624154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -16241541.000000 Penalty: 5724.551758
	Iteration 56Q: 3 clusters Score -1.624154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -16241535.000000 Penalty: 5724.551758
	Iteration 57Q: 3 clusters Score -1.624154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -16241554.000000 Penalty: 5724.551758
	Iteration 58Q: 3 clusters Score -1.624155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -16241547.000000 Penalty: 5724.551758
	Iteration 59Q: 3 clusters Score -1.624155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -16241546.000000 Penalty: 5724.551758
	Iteration 60F: 3 clusters Score -1.624155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -16241545.000000 Penalty: 5724.551758
	Iteration 61Q: 3 clusters Score -1.624154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -16241545.000000 Penalty: 5724.551758
	Iteration 62F: 3 clusters Score -1.624154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1556968.750000 Penalty: 2297.794922
	Iteration 0F: 2 clusters Score -1556969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1548941.000000 Penalty: 4595.589844
	Iteration 0F: 3 clusters Score -1548941 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1551421.625000 Penalty: 4595.589844
	Iteration 1F: 3 clusters Score -1551422 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1551845.125000 Penalty: 4595.589844
	Iteration 2F: 3 clusters Score -1551845 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1552242.500000 Penalty: 4595.589844
	Iteration 3F: 3 clusters Score -1552242 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1552644.125000 Penalty: 4595.589844
	Iteration 4F: 3 clusters Score -1552644 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1553044.125000 Penalty: 4595.589844
	Iteration 5F: 3 clusters Score -1553044 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1553401.500000 Penalty: 4595.589844
	Iteration 6F: 3 clusters Score -1553402 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1553722.250000 Penalty: 4595.589844
	Iteration 7Q: 3 clusters Score -1553722 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1553980.875000 Penalty: 4595.589844
	Iteration 8Q: 3 clusters Score -1553981 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1554187.875000 Penalty: 4595.589844
	Iteration 9Q: 3 clusters Score -1554188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1554379.000000 Penalty: 4595.589844
	Iteration 10Q: 3 clusters Score -1554379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1554542.375000 Penalty: 4595.589844
	Iteration 11Q: 3 clusters Score -1554542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1554659.125000 Penalty: 4595.589844
	Iteration 12Q: 3 clusters Score -1554659 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1554744.375000 Penalty: 4595.589844
	Iteration 13Q: 3 clusters Score -1554744 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1554807.125000 Penalty: 4595.589844
	Iteration 14Q: 3 clusters Score -1554807 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1554849.375000 Penalty: 4595.589844
	Iteration 15Q: 3 clusters Score -1554849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1554891.500000 Penalty: 4595.589844
	Iteration 16Q: 3 clusters Score -1554892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1554917.750000 Penalty: 4595.589844
	Iteration 17Q: 3 clusters Score -1554918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1554944.875000 Penalty: 4595.589844
	Iteration 18Q: 3 clusters Score -1554945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1554970.000000 Penalty: 4595.589844
	Iteration 19Q: 3 clusters Score -1554970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1554995.250000 Penalty: 4595.589844
	Iteration 20F: 3 clusters Score -1554995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1555003.500000 Penalty: 4595.589844
	Iteration 21Q: 3 clusters Score -1555004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1555017.000000 Penalty: 4595.589844
	Iteration 22Q: 3 clusters Score -1555017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1555031.125000 Penalty: 4595.589844
	Iteration 23Q: 3 clusters Score -1555031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1555038.750000 Penalty: 4595.589844
	Iteration 24Q: 3 clusters Score -1555039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1555047.375000 Penalty: 4595.589844
	Iteration 25Q: 3 clusters Score -1555047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1555050.625000 Penalty: 4595.589844
	Iteration 26Q: 3 clusters Score -1555051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1555055.125000 Penalty: 4595.589844
	Iteration 27Q: 3 clusters Score -1555055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1555061.625000 Penalty: 4595.589844
	Iteration 28Q: 3 clusters Score -1555062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1555069.000000 Penalty: 4595.589844
	Iteration 29Q: 3 clusters Score -1555069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1555071.750000 Penalty: 4595.589844
	Iteration 30Q: 3 clusters Score -1555072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1555076.125000 Penalty: 4595.589844
	Iteration 31Q: 3 clusters Score -1555076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1555081.375000 Penalty: 4595.589844
	Iteration 32Q: 3 clusters Score -1555081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1555083.875000 Penalty: 4595.589844
	Iteration 33Q: 3 clusters Score -1555084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1555085.750000 Penalty: 4595.589844
	Iteration 34Q: 3 clusters Score -1555086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1555093.125000 Penalty: 4595.589844
	Iteration 35Q: 3 clusters Score -1555093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1555091.375000 Penalty: 4595.589844
	Iteration 36Q: 3 clusters Score -1555091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1555087.375000 Penalty: 4595.589844
	Iteration 37Q: 3 clusters Score -1555087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1555093.000000 Penalty: 4595.589844
	Iteration 38Q: 3 clusters Score -1555093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1555093.375000 Penalty: 4595.589844
	Iteration 39Q: 3 clusters Score -1555093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1555092.250000 Penalty: 4595.589844
	Iteration 40F: 3 clusters Score -1555092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1555090.750000 Penalty: 4595.589844
	Iteration 41Q: 3 clusters Score -1555091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1555094.000000 Penalty: 4595.589844
	Iteration 42Q: 3 clusters Score -1555094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1555094.750000 Penalty: 4595.589844
	Iteration 43Q: 3 clusters Score -1555095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1555095.000000 Penalty: 4595.589844
	Iteration 44Q: 3 clusters Score -1555095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1555093.250000 Penalty: 4595.589844
	Iteration 45Q: 3 clusters Score -1555093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1555093.125000 Penalty: 4595.589844
	Iteration 46Q: 3 clusters Score -1555093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1555094.375000 Penalty: 4595.589844
	Iteration 47Q: 3 clusters Score -1555094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1555092.500000 Penalty: 4595.589844
	Iteration 48Q: 3 clusters Score -1555092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1555092.500000 Penalty: 4595.589844
	Iteration 49F: 3 clusters Score -1555092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Entering Unmasked Estep 
Score: -3374080.500000 Penalty: 2474.599609
	Iteration 0F: 2 clusters Score -3374080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3359032.500000 Penalty: 4949.199219
	Iteration 0F: 3 clusters Score -3359032 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3364385.500000 Penalty: 4949.199219
	Iteration 1F: 3 clusters Score -3364386 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3364892.250000 Penalty: 4949.199219
	Iteration 2F: 3 clusters Score -3364892 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3365433.500000 Penalty: 4949.199219
	Iteration 3F: 3 clusters Score -3365434 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3366086.500000 Penalty: 4949.199219
	Iteration 4F: 3 clusters Score -3366086 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3366938.750000 Penalty: 4949.199219
	Iteration 5F: 3 clusters Score -3366939 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3367962.750000 Penalty: 4949.199219
	Iteration 6F: 3 clusters Score -3367963 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3368986.250000 Penalty: 4949.199219
	Iteration 7F: 3 clusters Score -3368986 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3369833.000000 Penalty: 4949.199219
	Iteration 8F: 3 clusters Score -3369833 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3370465.750000 Penalty: 4949.199219
	Iteration 9Q: 3 clusters Score -3370466 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3370927.500000 Penalty: 4949.199219
	Iteration 10Q: 3 clusters Score -3370928 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3371246.500000 Penalty: 4949.199219
	Iteration 11Q: 3 clusters Score -3371246 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3371488.000000 Penalty: 4949.199219
	Iteration 12Q: 3 clusters Score -3371488 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3371625.000000 Penalty: 4949.199219
	Iteration 13Q: 3 clusters Score -3371625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3371733.500000 Penalty: 4949.199219
	Iteration 14Q: 3 clusters Score -3371734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3371796.250000 Penalty: 4949.199219
	Iteration 15Q: 3 clusters Score -3371796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3371844.000000 Penalty: 4949.199219
	Iteration 16Q: 3 clusters Score -3371844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3371867.000000 Penalty: 4949.199219
	Iteration 17Q: 3 clusters Score -3371867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3371892.750000 Penalty: 4949.199219
	Iteration 18Q: 3 clusters Score -3371893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3371906.000000 Penalty: 4949.199219
	Iteration 19Q: 3 clusters Score -3371906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3371927.500000 Penalty: 4949.199219
	Iteration 20F: 3 clusters Score -3371928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3371943.750000 Penalty: 4949.199219
	Iteration 21Q: 3 clusters Score -3371944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3371946.250000 Penalty: 4949.199219
	Iteration 22Q: 3 clusters Score -3371946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3371949.000000 Penalty: 4949.199219
	Iteration 23Q: 3 clusters Score -3371949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3371951.500000 Penalty: 4949.199219
	Iteration 24Q: 3 clusters Score -3371952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3371951.500000 Penalty: 4949.199219
	Iteration 25Q: 3 clusters Score -3371952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3371954.500000 Penalty: 4949.199219
	Iteration 26Q: 3 clusters Score -3371954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3371954.750000 Penalty: 4949.199219
	Iteration 27Q: 3 clusters Score -3371955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3371953.750000 Penalty: 4949.199219
	Iteration 28Q: 3 clusters Score -3371954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3371954.250000 Penalty: 4949.199219
	Iteration 29Q: 3 clusters Score -3371954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3371954.250000 Penalty: 4949.199219
	Iteration 30F: 3 clusters Score -3371954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Entering Unmasked Estep 
Score: -2190750.750000 Penalty: 2378.406982
	Iteration 0F: 2 clusters Score -2190751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2180139.500000 Penalty: 4756.813965
	Iteration 0F: 3 clusters Score -2180140 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2183687.000000 Penalty: 4756.813965
	Iteration 1F: 3 clusters Score -2183687 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2184247.000000 Penalty: 4756.813965
	Iteration 2F: 3 clusters Score -2184247 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2184759.750000 Penalty: 4756.813965
	Iteration 3F: 3 clusters Score -2184760 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2185239.000000 Penalty: 4756.813965
	Iteration 4F: 3 clusters Score -2185239 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2185690.250000 Penalty: 4756.813965
	Iteration 5F: 3 clusters Score -2185690 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2186061.250000 Penalty: 4756.813965
	Iteration 6Q: 3 clusters Score -2186061 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2186364.000000 Penalty: 4756.813965
	Iteration 7Q: 3 clusters Score -2186364 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2186633.250000 Penalty: 4756.813965
	Iteration 8Q: 3 clusters Score -2186633 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2186900.500000 Penalty: 4756.813965
	Iteration 9Q: 3 clusters Score -2186900 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2187124.000000 Penalty: 4756.813965
	Iteration 10Q: 3 clusters Score -2187124 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2187327.500000 Penalty: 4756.813965
	Iteration 11Q: 3 clusters Score -2187328 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2187534.750000 Penalty: 4756.813965
	Iteration 12Q: 3 clusters Score -2187535 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2187692.500000 Penalty: 4756.813965
	Iteration 13Q: 3 clusters Score -2187692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2187826.500000 Penalty: 4756.813965
	Iteration 14Q: 3 clusters Score -2187826 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2187937.750000 Penalty: 4756.813965
	Iteration 15Q: 3 clusters Score -2187938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2188028.500000 Penalty: 4756.813965
	Iteration 16Q: 3 clusters Score -2188028 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2188114.750000 Penalty: 4756.813965
	Iteration 17Q: 3 clusters Score -2188115 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2188199.000000 Penalty: 4756.813965
	Iteration 18Q: 3 clusters Score -2188199 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2188266.250000 Penalty: 4756.813965
	Iteration 19Q: 3 clusters Score -2188266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2188324.000000 Penalty: 4756.813965
	Iteration 20F: 3 clusters Score -2188324 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2188374.500000 Penalty: 4756.813965
	Iteration 21Q: 3 clusters Score -2188374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2188416.500000 Penalty: 4756.813965
	Iteration 22Q: 3 clusters Score -2188416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2188461.250000 Penalty: 4756.813965
	Iteration 23Q: 3 clusters Score -2188461 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2188507.500000 Penalty: 4756.813965
	Iteration 24Q: 3 clusters Score -2188508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2188549.500000 Penalty: 4756.813965
	Iteration 25Q: 3 clusters Score -2188550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2188579.750000 Penalty: 4756.813965
	Iteration 26Q: 3 clusters Score -2188580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2188612.750000 Penalty: 4756.813965
	Iteration 27Q: 3 clusters Score -2188613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2188646.750000 Penalty: 4756.813965
	Iteration 28Q: 3 clusters Score -2188647 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2188677.500000 Penalty: 4756.813965
	Iteration 29Q: 3 clusters Score -2188678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2188703.250000 Penalty: 4756.813965
	Iteration 30Q: 3 clusters Score -2188703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2188743.250000 Penalty: 4756.813965
	Iteration 31Q: 3 clusters Score -2188743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2188793.750000 Penalty: 4756.813965
	Iteration 32Q: 3 clusters Score -2188794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2188818.250000 Penalty: 4756.813965
	Iteration 33Q: 3 clusters Score -2188818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2188853.750000 Penalty: 4756.813965
	Iteration 34Q: 3 clusters Score -2188854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2188893.000000 Penalty: 4756.813965
	Iteration 35Q: 3 clusters Score -2188893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2188928.750000 Penalty: 4756.813965
	Iteration 36Q: 3 clusters Score -2188929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2188970.250000 Penalty: 4756.813965
	Iteration 37Q: 3 clusters Score -2188970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2189013.000000 Penalty: 4756.813965
	Iteration 38Q: 3 clusters Score -2189013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2189085.000000 Penalty: 4756.813965
	Iteration 39Q: 3 clusters Score -2189085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2189142.500000 Penalty: 4756.813965
	Iteration 40F: 3 clusters Score -2189142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2189190.500000 Penalty: 4756.813965
	Iteration 41Q: 3 clusters Score -2189190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2189236.250000 Penalty: 4756.813965
	Iteration 42Q: 3 clusters Score -2189236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2189279.250000 Penalty: 4756.813965
	Iteration 43Q: 3 clusters Score -2189279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2189307.500000 Penalty: 4756.813965
	Iteration 44Q: 3 clusters Score -2189308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2189323.500000 Penalty: 4756.813965
	Iteration 45Q: 3 clusters Score -2189324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2189346.500000 Penalty: 4756.813965
	Iteration 46Q: 3 clusters Score -2189346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2189367.750000 Penalty: 4756.813965
	Iteration 47Q: 3 clusters Score -2189368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2189395.250000 Penalty: 4756.813965
	Iteration 48Q: 3 clusters Score -2189395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2189412.000000 Penalty: 4756.813965
	Iteration 49Q: 3 clusters Score -2189412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2189428.250000 Penalty: 4756.813965
	Iteration 50Q: 3 clusters Score -2189428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2189438.000000 Penalty: 4756.813965
	Iteration 51Q: 3 clusters Score -2189438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2189447.500000 Penalty: 4756.813965
	Iteration 52Q: 3 clusters Score -2189448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2189456.750000 Penalty: 4756.813965
	Iteration 53Q: 3 clusters Score -2189457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2189465.500000 Penalty: 4756.813965
	Iteration 54Q: 3 clusters Score -2189466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2189471.000000 Penalty: 4756.813965
	Iteration 55Q: 3 clusters Score -2189471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2189469.250000 Penalty: 4756.813965
	Iteration 56Q: 3 clusters Score -2189469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2189471.000000 Penalty: 4756.813965
	Iteration 57Q: 3 clusters Score -2189471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2189477.750000 Penalty: 4756.813965
	Iteration 58Q: 3 clusters Score -2189478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2189479.750000 Penalty: 4756.813965
	Iteration 59Q: 3 clusters Score -2189480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2189482.750000 Penalty: 4756.813965
	Iteration 60F: 3 clusters Score -2189483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2189486.000000 Penalty: 4756.813965
	Iteration 61Q: 3 clusters Score -2189486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2189490.500000 Penalty: 4756.813965
	Iteration 62Q: 3 clusters Score -2189490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2189490.500000 Penalty: 4756.813965
	Iteration 63Q: 3 clusters Score -2189490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2189494.750000 Penalty: 4756.813965
	Iteration 64Q: 3 clusters Score -2189495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2189499.500000 Penalty: 4756.813965
	Iteration 65Q: 3 clusters Score -2189500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2189499.000000 Penalty: 4756.813965
	Iteration 66Q: 3 clusters Score -2189499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2189500.500000 Penalty: 4756.813965
	Iteration 67Q: 3 clusters Score -2189500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2189501.250000 Penalty: 4756.813965
	Iteration 68Q: 3 clusters Score -2189501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2189501.250000 Penalty: 4756.813965
	Iteration 69Q: 3 clusters Score -2189501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2189507.250000 Penalty: 4756.813965
	Iteration 70Q: 3 clusters Score -2189507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2189507.500000 Penalty: 4756.813965
	Iteration 71Q: 3 clusters Score -2189508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2189506.250000 Penalty: 4756.813965
	Iteration 72Q: 3 clusters Score -2189506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2189506.250000 Penalty: 4756.813965
	Iteration 73F: 3 clusters Score -2189506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Entering Unmasked Estep 
Score: -9902220.000000 Penalty: 2742.659180
	Iteration 0F: 2 clusters Score -9902220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -9859615.000000 Penalty: 5485.318359
	Iteration 0F: 3 clusters Score -9859615 nChanged 29669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -9876407.000000 Penalty: 5485.318359
	Iteration 1F: 3 clusters Score -9876407 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -9877230.000000 Penalty: 5485.318359
	Iteration 2Q: 3 clusters Score -9877230 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -9878108.000000 Penalty: 5485.318359
	Iteration 3Q: 3 clusters Score -9878108 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -9879322.000000 Penalty: 5485.318359
	Iteration 4Q: 3 clusters Score -9879322 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -9881149.000000 Penalty: 5485.318359
	Iteration 5F: 3 clusters Score -9881149 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -9883857.000000 Penalty: 5485.318359
	Iteration 6F: 3 clusters Score -9883857 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -9887633.000000 Penalty: 5485.318359
	Iteration 7F: 3 clusters Score -9887633 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -9891530.000000 Penalty: 5485.318359
	Iteration 8F: 3 clusters Score -9891530 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9894588.000000 Penalty: 5485.318359
	Iteration 9F: 3 clusters Score -9894588 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9896739.000000 Penalty: 5485.318359
	Iteration 10Q: 3 clusters Score -9896739 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9898120.000000 Penalty: 5485.318359
	Iteration 11Q: 3 clusters Score -9898120 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9898940.000000 Penalty: 5485.318359
	Iteration 12Q: 3 clusters Score -9898940 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9899317.000000 Penalty: 5485.318359
	Iteration 13Q: 3 clusters Score -9899317 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9899577.000000 Penalty: 5485.318359
	Iteration 14Q: 3 clusters Score -9899577 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9899694.000000 Penalty: 5485.318359
	Iteration 15Q: 3 clusters Score -9899694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9899774.000000 Penalty: 5485.318359
	Iteration 16Q: 3 clusters Score -9899774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9899826.000000 Penalty: 5485.318359
	Iteration 17Q: 3 clusters Score -9899826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9899875.000000 Penalty: 5485.318359
	Iteration 18Q: 3 clusters Score -9899875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9899915.000000 Penalty: 5485.318359
	Iteration 19Q: 3 clusters Score -9899915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9899928.000000 Penalty: 5485.318359
	Iteration 20F: 3 clusters Score -9899928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9899937.000000 Penalty: 5485.318359
	Iteration 21Q: 3 clusters Score -9899937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9899950.000000 Penalty: 5485.318359
	Iteration 22Q: 3 clusters Score -9899950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9899953.000000 Penalty: 5485.318359
	Iteration 23Q: 3 clusters Score -9899953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9899958.000000 Penalty: 5485.318359
	Iteration 24Q: 3 clusters Score -9899958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9899950.000000 Penalty: 5485.318359
	Iteration 25Q: 3 clusters Score -9899950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9899965.000000 Penalty: 5485.318359
	Iteration 26Q: 3 clusters Score -9899965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9899957.000000 Penalty: 5485.318359
	Iteration 27Q: 3 clusters Score -9899957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9899961.000000 Penalty: 5485.318359
	Iteration 28Q: 3 clusters Score -9899961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9899965.000000 Penalty: 5485.318359
	Iteration 29Q: 3 clusters Score -9899965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9899965.000000 Penalty: 5485.318359
	Iteration 30F: 3 clusters Score -9899965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -450477.187500 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -450477.2 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 1532 members 
Entering Unmasked Estep 
Score: -447234.562500 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -447234.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -448187.437500 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -448187.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -448713.343750 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -448713.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -449166.343750 Penalty: 3983.083252
	Iteration 3F: 3 clusters Score -449166.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -449558.250000 Penalty: 3983.083252
	Iteration 4F: 3 clusters Score -449558.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -449864.343750 Penalty: 3983.083252
	Iteration 5F: 3 clusters Score -449864.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -450047.906250 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -450047.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -450146.687500 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -450146.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -450208.843750 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -450208.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -450234.500000 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -450234.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -450241.750000 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -450241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -450245.218750 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -450245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -450247.468750 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -450247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -450249.343750 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -450249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -450250.625000 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -450250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -450251.656250 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -450251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -450253.625000 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -450253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -450256.593750 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -450256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -450259.875000 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -450259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -450260.843750 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -450260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450261.937500 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -450261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -450263.437500 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -450263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450267.843750 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -450267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -450271.718750 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -450271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -450274.031250 Penalty: 3983.083252
	Iteration 24Q: 3 clusters Score -450274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450276.156250 Penalty: 3983.083252
	Iteration 25Q: 3 clusters Score -450276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -450278.437500 Penalty: 3983.083252
	Iteration 26Q: 3 clusters Score -450278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -450278.593750 Penalty: 3983.083252
	Iteration 27Q: 3 clusters Score -450278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -450278.593750 Penalty: 3983.083252
	Iteration 28F: 3 clusters Score -450278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -176537.125000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -176537.1 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 607 members 
Entering Unmasked Estep 
Score: -174493.500000 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -174493.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174867.515625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -174867.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -174983.781250 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -174983.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175060.046875 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -175060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175105.218750 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -175105.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175139.250000 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -175139.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175164.062500 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -175164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175202.328125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -175202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175235.437500 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -175235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175256.765625 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -175256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175274.375000 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -175274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175283.109375 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -175283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175288.718750 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -175288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -175294.343750 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -175294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175303.468750 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -175303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175309.406250 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -175309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175311.765625 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -175311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175312.640625 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -175312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175314.796875 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -175314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175316.140625 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -175316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175317.468750 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -175317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Entering Unmasked Estep 
Score: -2080375.500000 Penalty: 2366.295166
	Iteration 0F: 2 clusters Score -2080376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2070158.250000 Penalty: 4732.590332
	Iteration 0F: 3 clusters Score -2070158 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2073478.625000 Penalty: 4732.590332
	Iteration 1F: 3 clusters Score -2073479 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2073958.500000 Penalty: 4732.590332
	Iteration 2F: 3 clusters Score -2073958 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2074356.000000 Penalty: 4732.590332
	Iteration 3F: 3 clusters Score -2074356 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2074807.375000 Penalty: 4732.590332
	Iteration 4F: 3 clusters Score -2074807 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2075353.500000 Penalty: 4732.590332
	Iteration 5F: 3 clusters Score -2075354 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2075975.000000 Penalty: 4732.590332
	Iteration 6F: 3 clusters Score -2075975 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2076630.500000 Penalty: 4732.590332
	Iteration 7F: 3 clusters Score -2076630 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2077200.750000 Penalty: 4732.590332
	Iteration 8F: 3 clusters Score -2077201 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2077685.375000 Penalty: 4732.590332
	Iteration 9Q: 3 clusters Score -2077685 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2078022.875000 Penalty: 4732.590332
	Iteration 10Q: 3 clusters Score -2078023 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2078249.125000 Penalty: 4732.590332
	Iteration 11Q: 3 clusters Score -2078249 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2078418.000000 Penalty: 4732.590332
	Iteration 12Q: 3 clusters Score -2078418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2078537.875000 Penalty: 4732.590332
	Iteration 13Q: 3 clusters Score -2078538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2078630.875000 Penalty: 4732.590332
	Iteration 14Q: 3 clusters Score -2078631 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2078696.000000 Penalty: 4732.590332
	Iteration 15Q: 3 clusters Score -2078696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2078723.500000 Penalty: 4732.590332
	Iteration 16Q: 3 clusters Score -2078724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2078746.750000 Penalty: 4732.590332
	Iteration 17Q: 3 clusters Score -2078747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2078755.000000 Penalty: 4732.590332
	Iteration 18Q: 3 clusters Score -2078755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2078767.750000 Penalty: 4732.590332
	Iteration 19Q: 3 clusters Score -2078768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2078770.625000 Penalty: 4732.590332
	Iteration 20F: 3 clusters Score -2078771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2078786.000000 Penalty: 4732.590332
	Iteration 21Q: 3 clusters Score -2078786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2078804.375000 Penalty: 4732.590332
	Iteration 22Q: 3 clusters Score -2078804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2078811.625000 Penalty: 4732.590332
	Iteration 23Q: 3 clusters Score -2078812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2078818.000000 Penalty: 4732.590332
	Iteration 24Q: 3 clusters Score -2078818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2078822.125000 Penalty: 4732.590332
	Iteration 25Q: 3 clusters Score -2078822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2078820.250000 Penalty: 4732.590332
	Iteration 26Q: 3 clusters Score -2078820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2078823.000000 Penalty: 4732.590332
	Iteration 27Q: 3 clusters Score -2078823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2078827.125000 Penalty: 4732.590332
	Iteration 28Q: 3 clusters Score -2078827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2078835.250000 Penalty: 4732.590332
	Iteration 29Q: 3 clusters Score -2078835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2078840.875000 Penalty: 4732.590332
	Iteration 30Q: 3 clusters Score -2078841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2078838.500000 Penalty: 4732.590332
	Iteration 31Q: 3 clusters Score -2078838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2078838.625000 Penalty: 4732.590332
	Iteration 32Q: 3 clusters Score -2078839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2078845.375000 Penalty: 4732.590332
	Iteration 33Q: 3 clusters Score -2078845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2078846.000000 Penalty: 4732.590332
	Iteration 34Q: 3 clusters Score -2078846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2078847.375000 Penalty: 4732.590332
	Iteration 35Q: 3 clusters Score -2078847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2078845.000000 Penalty: 4732.590332
	Iteration 36Q: 3 clusters Score -2078845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2078845.000000 Penalty: 4732.590332
	Iteration 37F: 3 clusters Score -2078845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -765797.875000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -765797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -761313.687500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -761313.7 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -762487.000000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -762487 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -762766.437500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -762766.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -763010.250000 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -763010.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -763297.500000 Penalty: 4232.107910
	Iteration 4F: 3 clusters Score -763297.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -763594.062500 Penalty: 4232.107910
	Iteration 5F: 3 clusters Score -763594.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -763878.000000 Penalty: 4232.107910
	Iteration 6F: 3 clusters Score -763878 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -764129.937500 Penalty: 4232.107910
	Iteration 7F: 3 clusters Score -764129.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -764423.750000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -764423.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -764805.937500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -764805.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -765160.875000 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -765160.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -765415.562500 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -765415.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -765568.875000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -765568.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -765666.750000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -765666.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -765709.250000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -765709.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -765731.875000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -765731.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -765748.125000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -765748.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -765753.812500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -765753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -765755.937500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -765755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -765758.000000 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -765758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -765759.937500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -765759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -765764.500000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -765764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -765767.250000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -765767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -765770.312500 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -765770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -765771.500000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -765771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -765774.625000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -765774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -765774.250000 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -765774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -765774.250000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -765774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -765775.625000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -765775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -765780.750000 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -765780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -765781.312500 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -765781.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -765782.937500 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -765782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -765782.812500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -765782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -765783.437500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -765783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -765783.437500 Penalty: 4232.107910
	Iteration 34F: 3 clusters Score -765783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -106536.320312 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -106536.3 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 316 members 
Entering Unmasked Estep 
Score: -104845.046875 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -104845 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105066.140625 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -105066.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -105119.117188 Penalty: 3243.634766
	Iteration 2Q: 3 clusters Score -105119.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105150.265625 Penalty: 3243.634766
	Iteration 3Q: 3 clusters Score -105150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -105161.359375 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -105161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -105166.828125 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -105166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105168.117188 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -105168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105168.117188 Penalty: 3243.634766
	Iteration 7F: 3 clusters Score -105168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Entering Unmasked Estep 
Score: -4506914.000000 Penalty: 2546.694336
	Iteration 0F: 2 clusters Score -4506914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4487208.000000 Penalty: 5093.388672
	Iteration 0F: 3 clusters Score -4487208 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4494620.500000 Penalty: 5093.388672
	Iteration 1F: 3 clusters Score -4494620 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4495448.000000 Penalty: 5093.388672
	Iteration 2F: 3 clusters Score -4495448 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4496530.500000 Penalty: 5093.388672
	Iteration 3F: 3 clusters Score -4496530 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4497761.000000 Penalty: 5093.388672
	Iteration 4F: 3 clusters Score -4497761 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4498955.000000 Penalty: 5093.388672
	Iteration 5F: 3 clusters Score -4498955 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4499764.000000 Penalty: 5093.388672
	Iteration 6F: 3 clusters Score -4499764 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4500290.500000 Penalty: 5093.388672
	Iteration 7Q: 3 clusters Score -4500290 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4500609.500000 Penalty: 5093.388672
	Iteration 8Q: 3 clusters Score -4500610 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4500817.000000 Penalty: 5093.388672
	Iteration 9Q: 3 clusters Score -4500817 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4500956.500000 Penalty: 5093.388672
	Iteration 10Q: 3 clusters Score -4500956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4501039.000000 Penalty: 5093.388672
	Iteration 11Q: 3 clusters Score -4501039 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4501115.500000 Penalty: 5093.388672
	Iteration 12Q: 3 clusters Score -4501116 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4501180.000000 Penalty: 5093.388672
	Iteration 13Q: 3 clusters Score -4501180 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4501246.500000 Penalty: 5093.388672
	Iteration 14Q: 3 clusters Score -4501246 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4501301.500000 Penalty: 5093.388672
	Iteration 15Q: 3 clusters Score -4501302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4501312.000000 Penalty: 5093.388672
	Iteration 16Q: 3 clusters Score -4501312 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4501354.500000 Penalty: 5093.388672
	Iteration 17Q: 3 clusters Score -4501354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4501395.500000 Penalty: 5093.388672
	Iteration 18Q: 3 clusters Score -4501396 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4501443.000000 Penalty: 5093.388672
	Iteration 19Q: 3 clusters Score -4501443 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4501533.000000 Penalty: 5093.388672
	Iteration 20F: 3 clusters Score -4501533 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4501604.000000 Penalty: 5093.388672
	Iteration 21Q: 3 clusters Score -4501604 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4501682.000000 Penalty: 5093.388672
	Iteration 22Q: 3 clusters Score -4501682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4501816.500000 Penalty: 5093.388672
	Iteration 23Q: 3 clusters Score -4501816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4501959.500000 Penalty: 5093.388672
	Iteration 24Q: 3 clusters Score -4501960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4502130.500000 Penalty: 5093.388672
	Iteration 25Q: 3 clusters Score -4502130 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4502353.500000 Penalty: 5093.388672
	Iteration 26Q: 3 clusters Score -4502354 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4502592.000000 Penalty: 5093.388672
	Iteration 27Q: 3 clusters Score -4502592 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4502862.500000 Penalty: 5093.388672
	Iteration 28Q: 3 clusters Score -4502862 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4503087.000000 Penalty: 5093.388672
	Iteration 29Q: 3 clusters Score -4503087 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4503293.000000 Penalty: 5093.388672
	Iteration 30Q: 3 clusters Score -4503293 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4503535.000000 Penalty: 5093.388672
	Iteration 31Q: 3 clusters Score -4503535 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4503796.000000 Penalty: 5093.388672
	Iteration 32Q: 3 clusters Score -4503796 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4503984.500000 Penalty: 5093.388672
	Iteration 33Q: 3 clusters Score -4503984 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4504162.500000 Penalty: 5093.388672
	Iteration 34Q: 3 clusters Score -4504162 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4504333.000000 Penalty: 5093.388672
	Iteration 35Q: 3 clusters Score -4504333 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4504486.000000 Penalty: 5093.388672
	Iteration 36Q: 3 clusters Score -4504486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4504608.000000 Penalty: 5093.388672
	Iteration 37Q: 3 clusters Score -4504608 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4504724.000000 Penalty: 5093.388672
	Iteration 38Q: 3 clusters Score -4504724 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4504825.000000 Penalty: 5093.388672
	Iteration 39Q: 3 clusters Score -4504825 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4504921.500000 Penalty: 5093.388672
	Iteration 40F: 3 clusters Score -4504922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4504996.000000 Penalty: 5093.388672
	Iteration 41Q: 3 clusters Score -4504996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4505065.500000 Penalty: 5093.388672
	Iteration 42Q: 3 clusters Score -4505066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4505097.000000 Penalty: 5093.388672
	Iteration 43Q: 3 clusters Score -4505097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4505124.000000 Penalty: 5093.388672
	Iteration 44Q: 3 clusters Score -4505124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4505158.500000 Penalty: 5093.388672
	Iteration 45Q: 3 clusters Score -4505158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4505183.000000 Penalty: 5093.388672
	Iteration 46Q: 3 clusters Score -4505183 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4505206.500000 Penalty: 5093.388672
	Iteration 47Q: 3 clusters Score -4505206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4505223.000000 Penalty: 5093.388672
	Iteration 48Q: 3 clusters Score -4505223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4505239.500000 Penalty: 5093.388672
	Iteration 49Q: 3 clusters Score -4505240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4505255.000000 Penalty: 5093.388672
	Iteration 50Q: 3 clusters Score -4505255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4505266.500000 Penalty: 5093.388672
	Iteration 51Q: 3 clusters Score -4505266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4505275.500000 Penalty: 5093.388672
	Iteration 52Q: 3 clusters Score -4505276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4505274.500000 Penalty: 5093.388672
	Iteration 53Q: 3 clusters Score -4505274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4505299.000000 Penalty: 5093.388672
	Iteration 54Q: 3 clusters Score -4505299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4505309.000000 Penalty: 5093.388672
	Iteration 55Q: 3 clusters Score -4505309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4505318.000000 Penalty: 5093.388672
	Iteration 56Q: 3 clusters Score -4505318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4505318.000000 Penalty: 5093.388672
	Iteration 57Q: 3 clusters Score -4505318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4505330.000000 Penalty: 5093.388672
	Iteration 58Q: 3 clusters Score -4505330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4505336.500000 Penalty: 5093.388672
	Iteration 59Q: 3 clusters Score -4505336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4505338.000000 Penalty: 5093.388672
	Iteration 60F: 3 clusters Score -4505338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4505340.000000 Penalty: 5093.388672
	Iteration 61Q: 3 clusters Score -4505340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4505341.000000 Penalty: 5093.388672
	Iteration 62Q: 3 clusters Score -4505341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4505347.500000 Penalty: 5093.388672
	Iteration 63Q: 3 clusters Score -4505348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4505354.500000 Penalty: 5093.388672
	Iteration 64Q: 3 clusters Score -4505354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4505354.000000 Penalty: 5093.388672
	Iteration 65Q: 3 clusters Score -4505354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4505365.000000 Penalty: 5093.388672
	Iteration 66Q: 3 clusters Score -4505365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4505363.500000 Penalty: 5093.388672
	Iteration 67Q: 3 clusters Score -4505364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4505361.500000 Penalty: 5093.388672
	Iteration 68Q: 3 clusters Score -4505362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4505364.500000 Penalty: 5093.388672
	Iteration 69Q: 3 clusters Score -4505364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4505360.500000 Penalty: 5093.388672
	Iteration 70Q: 3 clusters Score -4505360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4505360.500000 Penalty: 5093.388672
	Iteration 71Q: 3 clusters Score -4505360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4505360.000000 Penalty: 5093.388672
	Iteration 72Q: 3 clusters Score -4505360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4505354.000000 Penalty: 5093.388672
	Iteration 73Q: 3 clusters Score -4505354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4505357.000000 Penalty: 5093.388672
	Iteration 74Q: 3 clusters Score -4505357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4505356.000000 Penalty: 5093.388672
	Iteration 75Q: 3 clusters Score -4505356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4505357.500000 Penalty: 5093.388672
	Iteration 76Q: 3 clusters Score -4505358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4505358.000000 Penalty: 5093.388672
	Iteration 77Q: 3 clusters Score -4505358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4505358.500000 Penalty: 5093.388672
	Iteration 78Q: 3 clusters Score -4505358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4505356.000000 Penalty: 5093.388672
	Iteration 79Q: 3 clusters Score -4505356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4505357.500000 Penalty: 5093.388672
	Iteration 80F: 3 clusters Score -4505358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4505359.000000 Penalty: 5093.388672
	Iteration 81Q: 3 clusters Score -4505359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4505360.000000 Penalty: 5093.388672
	Iteration 82Q: 3 clusters Score -4505360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4505364.000000 Penalty: 5093.388672
	Iteration 83Q: 3 clusters Score -4505364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4505365.000000 Penalty: 5093.388672
	Iteration 84Q: 3 clusters Score -4505365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4505362.500000 Penalty: 5093.388672
	Iteration 85Q: 3 clusters Score -4505362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4505370.000000 Penalty: 5093.388672
	Iteration 86Q: 3 clusters Score -4505370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4505371.000000 Penalty: 5093.388672
	Iteration 87Q: 3 clusters Score -4505371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4505374.500000 Penalty: 5093.388672
	Iteration 88Q: 3 clusters Score -4505374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4505377.000000 Penalty: 5093.388672
	Iteration 89Q: 3 clusters Score -4505377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4505373.500000 Penalty: 5093.388672
	Iteration 90Q: 3 clusters Score -4505374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4505372.500000 Penalty: 5093.388672
	Iteration 91Q: 3 clusters Score -4505372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4505373.500000 Penalty: 5093.388672
	Iteration 92Q: 3 clusters Score -4505374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4505375.000000 Penalty: 5093.388672
	Iteration 93Q: 3 clusters Score -4505375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4505381.500000 Penalty: 5093.388672
	Iteration 94Q: 3 clusters Score -4505382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4505378.000000 Penalty: 5093.388672
	Iteration 95Q: 3 clusters Score -4505378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4505378.000000 Penalty: 5093.388672
	Iteration 96Q: 3 clusters Score -4505378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4505386.000000 Penalty: 5093.388672
	Iteration 97Q: 3 clusters Score -4505386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4505385.000000 Penalty: 5093.388672
	Iteration 98Q: 3 clusters Score -4505385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4505381.000000 Penalty: 5093.388672
	Iteration 99Q: 3 clusters Score -4505381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4505380.000000 Penalty: 5093.388672
	Iteration 100F: 3 clusters Score -4505380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4505382.500000 Penalty: 5093.388672
	Iteration 101Q: 3 clusters Score -4505382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4505383.000000 Penalty: 5093.388672
	Iteration 102Q: 3 clusters Score -4505383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4505384.500000 Penalty: 5093.388672
	Iteration 103Q: 3 clusters Score -4505384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4505391.000000 Penalty: 5093.388672
	Iteration 104Q: 3 clusters Score -4505391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4505387.000000 Penalty: 5093.388672
	Iteration 105Q: 3 clusters Score -4505387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4505388.000000 Penalty: 5093.388672
	Iteration 106Q: 3 clusters Score -4505388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4505387.500000 Penalty: 5093.388672
	Iteration 107Q: 3 clusters Score -4505388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4505385.500000 Penalty: 5093.388672
	Iteration 108Q: 3 clusters Score -4505386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4505389.500000 Penalty: 5093.388672
	Iteration 109Q: 3 clusters Score -4505390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4505388.000000 Penalty: 5093.388672
	Iteration 110Q: 3 clusters Score -4505388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4505391.000000 Penalty: 5093.388672
	Iteration 111Q: 3 clusters Score -4505391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4505395.500000 Penalty: 5093.388672
	Iteration 112Q: 3 clusters Score -4505396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4505391.000000 Penalty: 5093.388672
	Iteration 113Q: 3 clusters Score -4505391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4505395.000000 Penalty: 5093.388672
	Iteration 114Q: 3 clusters Score -4505395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4505396.500000 Penalty: 5093.388672
	Iteration 115Q: 3 clusters Score -4505396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4505397.000000 Penalty: 5093.388672
	Iteration 116Q: 3 clusters Score -4505397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4505394.500000 Penalty: 5093.388672
	Iteration 117Q: 3 clusters Score -4505394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4505396.500000 Penalty: 5093.388672
	Iteration 118Q: 3 clusters Score -4505396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4505393.500000 Penalty: 5093.388672
	Iteration 119Q: 3 clusters Score -4505394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4505393.500000 Penalty: 5093.388672
	Iteration 120F: 3 clusters Score -4505394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4505390.000000 Penalty: 5093.388672
	Iteration 121Q: 3 clusters Score -4505390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4505392.500000 Penalty: 5093.388672
	Iteration 122Q: 3 clusters Score -4505392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4505392.500000 Penalty: 5093.388672
	Iteration 123F: 3 clusters Score -4505392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Entering Unmasked Estep 
Score: -735085.687500 Penalty: 2106.340820
	Iteration 0F: 2 clusters Score -735085.7 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 2443 members 
Entering Unmasked Estep 
Score: -730632.625000 Penalty: 4212.681641
	Iteration 0F: 3 clusters Score -730632.6 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -731707.500000 Penalty: 4212.681641
	Iteration 1F: 3 clusters Score -731707.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -731930.125000 Penalty: 4212.681641
	Iteration 2F: 3 clusters Score -731930.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -732086.687500 Penalty: 4212.681641
	Iteration 3F: 3 clusters Score -732086.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -732229.437500 Penalty: 4212.681641
	Iteration 4Q: 3 clusters Score -732229.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -732385.625000 Penalty: 4212.681641
	Iteration 5Q: 3 clusters Score -732385.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -732530.500000 Penalty: 4212.681641
	Iteration 6Q: 3 clusters Score -732530.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -732696.625000 Penalty: 4212.681641
	Iteration 7Q: 3 clusters Score -732696.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -732833.500000 Penalty: 4212.681641
	Iteration 8Q: 3 clusters Score -732833.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -732936.812500 Penalty: 4212.681641
	Iteration 9Q: 3 clusters Score -732936.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -733014.562500 Penalty: 4212.681641
	Iteration 10Q: 3 clusters Score -733014.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -733088.750000 Penalty: 4212.681641
	Iteration 11Q: 3 clusters Score -733088.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -733158.812500 Penalty: 4212.681641
	Iteration 12Q: 3 clusters Score -733158.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -733203.375000 Penalty: 4212.681641
	Iteration 13Q: 3 clusters Score -733203.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -733249.250000 Penalty: 4212.681641
	Iteration 14Q: 3 clusters Score -733249.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -733308.187500 Penalty: 4212.681641
	Iteration 15Q: 3 clusters Score -733308.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -733361.375000 Penalty: 4212.681641
	Iteration 16Q: 3 clusters Score -733361.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -733442.062500 Penalty: 4212.681641
	Iteration 17Q: 3 clusters Score -733442.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -733550.937500 Penalty: 4212.681641
	Iteration 18Q: 3 clusters Score -733550.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -733675.937500 Penalty: 4212.681641
	Iteration 19Q: 3 clusters Score -733675.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -733773.187500 Penalty: 4212.681641
	Iteration 20F: 3 clusters Score -733773.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -733861.875000 Penalty: 4212.681641
	Iteration 21Q: 3 clusters Score -733861.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -733914.750000 Penalty: 4212.681641
	Iteration 22Q: 3 clusters Score -733914.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -733949.187500 Penalty: 4212.681641
	Iteration 23Q: 3 clusters Score -733949.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -733976.000000 Penalty: 4212.681641
	Iteration 24Q: 3 clusters Score -733976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -733995.437500 Penalty: 4212.681641
	Iteration 25Q: 3 clusters Score -733995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -734003.437500 Penalty: 4212.681641
	Iteration 26Q: 3 clusters Score -734003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -734005.875000 Penalty: 4212.681641
	Iteration 27Q: 3 clusters Score -734005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -734007.750000 Penalty: 4212.681641
	Iteration 28Q: 3 clusters Score -734007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -734009.250000 Penalty: 4212.681641
	Iteration 29Q: 3 clusters Score -734009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -734010.375000 Penalty: 4212.681641
	Iteration 30Q: 3 clusters Score -734010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -734009.562500 Penalty: 4212.681641
	Iteration 31Q: 3 clusters Score -734009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -734009.625000 Penalty: 4212.681641
	Iteration 32Q: 3 clusters Score -734009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -734012.125000 Penalty: 4212.681641
	Iteration 33Q: 3 clusters Score -734012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -734012.875000 Penalty: 4212.681641
	Iteration 34Q: 3 clusters Score -734012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -734013.062500 Penalty: 4212.681641
	Iteration 35Q: 3 clusters Score -734013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -734015.875000 Penalty: 4212.681641
	Iteration 36Q: 3 clusters Score -734015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -734017.625000 Penalty: 4212.681641
	Iteration 37Q: 3 clusters Score -734017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -734017.250000 Penalty: 4212.681641
	Iteration 38Q: 3 clusters Score -734017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -734019.375000 Penalty: 4212.681641
	Iteration 39Q: 3 clusters Score -734019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -734018.500000 Penalty: 4212.681641
	Iteration 40F: 3 clusters Score -734018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -734022.125000 Penalty: 4212.681641
	Iteration 41Q: 3 clusters Score -734022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -734023.312500 Penalty: 4212.681641
	Iteration 42Q: 3 clusters Score -734023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -734023.687500 Penalty: 4212.681641
	Iteration 43Q: 3 clusters Score -734023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -734023.875000 Penalty: 4212.681641
	Iteration 44Q: 3 clusters Score -734023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -734024.062500 Penalty: 4212.681641
	Iteration 45Q: 3 clusters Score -734024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -734024.062500 Penalty: 4212.681641
	Iteration 46F: 3 clusters Score -734024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -163170.015625 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -163170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -161186.515625 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -161186.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161460.468750 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -161460.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161574.218750 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -161574.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161619.640625 Penalty: 3465.336914
	Iteration 3Q: 3 clusters Score -161619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161636.984375 Penalty: 3465.336914
	Iteration 4Q: 3 clusters Score -161637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161645.781250 Penalty: 3465.336914
	Iteration 5Q: 3 clusters Score -161645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161658.671875 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -161658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161667.375000 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -161667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161674.812500 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -161674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161683.187500 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -161683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -161686.359375 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -161686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161688.218750 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -161688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161689.437500 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -161689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161689.437500 Penalty: 3465.336914
	Iteration 13F: 3 clusters Score -161689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -56658.730469 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -56658.73 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 204 members 
Entering Unmasked Estep 
Score: -55262.328125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -55262.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55483.179688 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -55483.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55554.203125 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -55554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55605.308594 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -55605.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55629.890625 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -55629.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55639.332031 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -55639.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55640.730469 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -55640.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55640.730469 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -55640.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Entering Unmasked Estep 
Score: -3376419.500000 Penalty: 2476.513916
	Iteration 0F: 2 clusters Score -3376420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3361188.500000 Penalty: 4953.027832
	Iteration 0F: 3 clusters Score -3361188 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3366307.500000 Penalty: 4953.027832
	Iteration 1F: 3 clusters Score -3366308 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3366682.500000 Penalty: 4953.027832
	Iteration 2Q: 3 clusters Score -3366682 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3366976.750000 Penalty: 4953.027832
	Iteration 3Q: 3 clusters Score -3366977 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3367260.000000 Penalty: 4953.027832
	Iteration 4Q: 3 clusters Score -3367260 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3367561.000000 Penalty: 4953.027832
	Iteration 5Q: 3 clusters Score -3367561 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3367969.250000 Penalty: 4953.027832
	Iteration 6Q: 3 clusters Score -3367969 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3368529.250000 Penalty: 4953.027832
	Iteration 7Q: 3 clusters Score -3368529 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3369301.250000 Penalty: 4953.027832
	Iteration 8F: 3 clusters Score -3369301 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3370182.750000 Penalty: 4953.027832
	Iteration 9F: 3 clusters Score -3370183 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3371153.000000 Penalty: 4953.027832
	Iteration 10F: 3 clusters Score -3371153 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3371984.000000 Penalty: 4953.027832
	Iteration 11F: 3 clusters Score -3371984 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3372687.500000 Penalty: 4953.027832
	Iteration 12Q: 3 clusters Score -3372688 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3373227.750000 Penalty: 4953.027832
	Iteration 13Q: 3 clusters Score -3373228 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3373596.750000 Penalty: 4953.027832
	Iteration 14Q: 3 clusters Score -3373597 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3373880.500000 Penalty: 4953.027832
	Iteration 15Q: 3 clusters Score -3373880 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3374069.250000 Penalty: 4953.027832
	Iteration 16Q: 3 clusters Score -3374069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3374194.000000 Penalty: 4953.027832
	Iteration 17Q: 3 clusters Score -3374194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3374294.750000 Penalty: 4953.027832
	Iteration 18Q: 3 clusters Score -3374295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3374344.500000 Penalty: 4953.027832
	Iteration 19Q: 3 clusters Score -3374344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3374376.250000 Penalty: 4953.027832
	Iteration 20F: 3 clusters Score -3374376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3374393.250000 Penalty: 4953.027832
	Iteration 21Q: 3 clusters Score -3374393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3374407.500000 Penalty: 4953.027832
	Iteration 22Q: 3 clusters Score -3374408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3374413.500000 Penalty: 4953.027832
	Iteration 23Q: 3 clusters Score -3374414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3374429.750000 Penalty: 4953.027832
	Iteration 24Q: 3 clusters Score -3374430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3374437.500000 Penalty: 4953.027832
	Iteration 25Q: 3 clusters Score -3374438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3374446.500000 Penalty: 4953.027832
	Iteration 26Q: 3 clusters Score -3374446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374459.500000 Penalty: 4953.027832
	Iteration 27Q: 3 clusters Score -3374460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374459.500000 Penalty: 4953.027832
	Iteration 28Q: 3 clusters Score -3374460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3374458.250000 Penalty: 4953.027832
	Iteration 29Q: 3 clusters Score -3374458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374459.750000 Penalty: 4953.027832
	Iteration 30Q: 3 clusters Score -3374460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3374459.750000 Penalty: 4953.027832
	Iteration 31Q: 3 clusters Score -3374460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3374460.000000 Penalty: 4953.027832
	Iteration 32Q: 3 clusters Score -3374460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374460.750000 Penalty: 4953.027832
	Iteration 33Q: 3 clusters Score -3374461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3374460.750000 Penalty: 4953.027832
	Iteration 34F: 3 clusters Score -3374461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1907236.375000 Penalty: 2345.191895
	Iteration 0F: 2 clusters Score -1907236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1897839.625000 Penalty: 4690.383789
	Iteration 0F: 3 clusters Score -1897840 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1900807.125000 Penalty: 4690.383789
	Iteration 1F: 3 clusters Score -1900807 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1901223.000000 Penalty: 4690.383789
	Iteration 2F: 3 clusters Score -1901223 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1901539.875000 Penalty: 4690.383789
	Iteration 3F: 3 clusters Score -1901540 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1901805.125000 Penalty: 4690.383789
	Iteration 4Q: 3 clusters Score -1901805 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1902116.875000 Penalty: 4690.383789
	Iteration 5Q: 3 clusters Score -1902117 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1902496.125000 Penalty: 4690.383789
	Iteration 6Q: 3 clusters Score -1902496 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1902882.750000 Penalty: 4690.383789
	Iteration 7Q: 3 clusters Score -1902883 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1903269.250000 Penalty: 4690.383789
	Iteration 8Q: 3 clusters Score -1903269 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1903663.125000 Penalty: 4690.383789
	Iteration 9Q: 3 clusters Score -1903663 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1903989.500000 Penalty: 4690.383789
	Iteration 10Q: 3 clusters Score -1903990 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1904248.000000 Penalty: 4690.383789
	Iteration 11Q: 3 clusters Score -1904248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1904491.125000 Penalty: 4690.383789
	Iteration 12Q: 3 clusters Score -1904491 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1904677.750000 Penalty: 4690.383789
	Iteration 13Q: 3 clusters Score -1904678 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1904820.500000 Penalty: 4690.383789
	Iteration 14Q: 3 clusters Score -1904820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1904929.500000 Penalty: 4690.383789
	Iteration 15Q: 3 clusters Score -1904930 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1905032.750000 Penalty: 4690.383789
	Iteration 16Q: 3 clusters Score -1905033 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1905111.500000 Penalty: 4690.383789
	Iteration 17Q: 3 clusters Score -1905112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1905167.250000 Penalty: 4690.383789
	Iteration 18Q: 3 clusters Score -1905167 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1905217.250000 Penalty: 4690.383789
	Iteration 19Q: 3 clusters Score -1905217 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1905252.250000 Penalty: 4690.383789
	Iteration 20F: 3 clusters Score -1905252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1905289.875000 Penalty: 4690.383789
	Iteration 21Q: 3 clusters Score -1905290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1905307.250000 Penalty: 4690.383789
	Iteration 22Q: 3 clusters Score -1905307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1905326.375000 Penalty: 4690.383789
	Iteration 23Q: 3 clusters Score -1905326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1905342.750000 Penalty: 4690.383789
	Iteration 24Q: 3 clusters Score -1905343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1905353.625000 Penalty: 4690.383789
	Iteration 25Q: 3 clusters Score -1905354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1905363.375000 Penalty: 4690.383789
	Iteration 26Q: 3 clusters Score -1905363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1905368.500000 Penalty: 4690.383789
	Iteration 27Q: 3 clusters Score -1905368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1905386.375000 Penalty: 4690.383789
	Iteration 28Q: 3 clusters Score -1905386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1905397.625000 Penalty: 4690.383789
	Iteration 29Q: 3 clusters Score -1905398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1905401.000000 Penalty: 4690.383789
	Iteration 30Q: 3 clusters Score -1905401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1905406.375000 Penalty: 4690.383789
	Iteration 31Q: 3 clusters Score -1905406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1905414.625000 Penalty: 4690.383789
	Iteration 32Q: 3 clusters Score -1905415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1905417.500000 Penalty: 4690.383789
	Iteration 33Q: 3 clusters Score -1905418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1905430.500000 Penalty: 4690.383789
	Iteration 34Q: 3 clusters Score -1905430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1905436.250000 Penalty: 4690.383789
	Iteration 35Q: 3 clusters Score -1905436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1905449.250000 Penalty: 4690.383789
	Iteration 36Q: 3 clusters Score -1905449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1905468.750000 Penalty: 4690.383789
	Iteration 37Q: 3 clusters Score -1905469 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1905480.875000 Penalty: 4690.383789
	Iteration 38Q: 3 clusters Score -1905481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1905501.500000 Penalty: 4690.383789
	Iteration 39Q: 3 clusters Score -1905502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1905514.125000 Penalty: 4690.383789
	Iteration 40F: 3 clusters Score -1905514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1905526.375000 Penalty: 4690.383789
	Iteration 41Q: 3 clusters Score -1905526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1905538.500000 Penalty: 4690.383789
	Iteration 42Q: 3 clusters Score -1905538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1905558.125000 Penalty: 4690.383789
	Iteration 43Q: 3 clusters Score -1905558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1905568.500000 Penalty: 4690.383789
	Iteration 44Q: 3 clusters Score -1905568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1905574.750000 Penalty: 4690.383789
	Iteration 45Q: 3 clusters Score -1905575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1905584.875000 Penalty: 4690.383789
	Iteration 46Q: 3 clusters Score -1905585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1905595.625000 Penalty: 4690.383789
	Iteration 47Q: 3 clusters Score -1905596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1905609.250000 Penalty: 4690.383789
	Iteration 48Q: 3 clusters Score -1905609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1905611.125000 Penalty: 4690.383789
	Iteration 49Q: 3 clusters Score -1905611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1905613.125000 Penalty: 4690.383789
	Iteration 50Q: 3 clusters Score -1905613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1905614.500000 Penalty: 4690.383789
	Iteration 51Q: 3 clusters Score -1905614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1905619.000000 Penalty: 4690.383789
	Iteration 52Q: 3 clusters Score -1905619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1905627.625000 Penalty: 4690.383789
	Iteration 53Q: 3 clusters Score -1905628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1905627.250000 Penalty: 4690.383789
	Iteration 54Q: 3 clusters Score -1905627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1905626.750000 Penalty: 4690.383789
	Iteration 55Q: 3 clusters Score -1905627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1905631.125000 Penalty: 4690.383789
	Iteration 56Q: 3 clusters Score -1905631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1905634.500000 Penalty: 4690.383789
	Iteration 57Q: 3 clusters Score -1905634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1905636.500000 Penalty: 4690.383789
	Iteration 58Q: 3 clusters Score -1905636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1905633.125000 Penalty: 4690.383789
	Iteration 59Q: 3 clusters Score -1905633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1905634.125000 Penalty: 4690.383789
	Iteration 60F: 3 clusters Score -1905634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1905637.625000 Penalty: 4690.383789
	Iteration 61Q: 3 clusters Score -1905638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1905636.625000 Penalty: 4690.383789
	Iteration 62Q: 3 clusters Score -1905637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1905640.750000 Penalty: 4690.383789
	Iteration 63Q: 3 clusters Score -1905641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1905637.000000 Penalty: 4690.383789
	Iteration 64Q: 3 clusters Score -1905637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1905640.125000 Penalty: 4690.383789
	Iteration 65Q: 3 clusters Score -1905640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1905638.875000 Penalty: 4690.383789
	Iteration 66Q: 3 clusters Score -1905639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1905639.750000 Penalty: 4690.383789
	Iteration 67Q: 3 clusters Score -1905640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1905636.500000 Penalty: 4690.383789
	Iteration 68Q: 3 clusters Score -1905636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1905639.250000 Penalty: 4690.383789
	Iteration 69Q: 3 clusters Score -1905639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1905640.500000 Penalty: 4690.383789
	Iteration 70Q: 3 clusters Score -1905640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1905642.500000 Penalty: 4690.383789
	Iteration 71Q: 3 clusters Score -1905642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1905642.625000 Penalty: 4690.383789
	Iteration 72Q: 3 clusters Score -1905643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1905640.750000 Penalty: 4690.383789
	Iteration 73Q: 3 clusters Score -1905641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1905643.500000 Penalty: 4690.383789
	Iteration 74Q: 3 clusters Score -1905644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1905644.875000 Penalty: 4690.383789
	Iteration 75Q: 3 clusters Score -1905645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1905644.625000 Penalty: 4690.383789
	Iteration 76Q: 3 clusters Score -1905645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1905642.250000 Penalty: 4690.383789
	Iteration 77Q: 3 clusters Score -1905642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1905640.625000 Penalty: 4690.383789
	Iteration 78Q: 3 clusters Score -1905641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1905640.500000 Penalty: 4690.383789
	Iteration 79Q: 3 clusters Score -1905640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1905640.500000 Penalty: 4690.383789
	Iteration 80F: 3 clusters Score -1905640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Entering Unmasked Estep 
Score: -2802258.000000 Penalty: 2427.832520
	Iteration 0F: 2 clusters Score -2802258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2789609.750000 Penalty: 4855.665039
	Iteration 0F: 3 clusters Score -2789610 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2793683.750000 Penalty: 4855.665039
	Iteration 1F: 3 clusters Score -2793684 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2794057.750000 Penalty: 4855.665039
	Iteration 2F: 3 clusters Score -2794058 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2794339.750000 Penalty: 4855.665039
	Iteration 3Q: 3 clusters Score -2794340 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2794591.500000 Penalty: 4855.665039
	Iteration 4Q: 3 clusters Score -2794592 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2794820.250000 Penalty: 4855.665039
	Iteration 5Q: 3 clusters Score -2794820 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2795053.250000 Penalty: 4855.665039
	Iteration 6Q: 3 clusters Score -2795053 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2795292.000000 Penalty: 4855.665039
	Iteration 7Q: 3 clusters Score -2795292 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2795585.500000 Penalty: 4855.665039
	Iteration 8Q: 3 clusters Score -2795586 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2795899.000000 Penalty: 4855.665039
	Iteration 9Q: 3 clusters Score -2795899 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2796264.250000 Penalty: 4855.665039
	Iteration 10Q: 3 clusters Score -2796264 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2796689.250000 Penalty: 4855.665039
	Iteration 11Q: 3 clusters Score -2796689 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2797136.250000 Penalty: 4855.665039
	Iteration 12Q: 3 clusters Score -2797136 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2797601.250000 Penalty: 4855.665039
	Iteration 13Q: 3 clusters Score -2797601 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2798038.750000 Penalty: 4855.665039
	Iteration 14Q: 3 clusters Score -2798039 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2798465.000000 Penalty: 4855.665039
	Iteration 15Q: 3 clusters Score -2798465 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2798864.250000 Penalty: 4855.665039
	Iteration 16Q: 3 clusters Score -2798864 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2799194.500000 Penalty: 4855.665039
	Iteration 17Q: 3 clusters Score -2799194 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2799454.500000 Penalty: 4855.665039
	Iteration 18Q: 3 clusters Score -2799454 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2799624.750000 Penalty: 4855.665039
	Iteration 19Q: 3 clusters Score -2799625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2799766.750000 Penalty: 4855.665039
	Iteration 20F: 3 clusters Score -2799767 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2799861.250000 Penalty: 4855.665039
	Iteration 21Q: 3 clusters Score -2799861 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2799933.000000 Penalty: 4855.665039
	Iteration 22Q: 3 clusters Score -2799933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2799973.250000 Penalty: 4855.665039
	Iteration 23Q: 3 clusters Score -2799973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2800006.750000 Penalty: 4855.665039
	Iteration 24Q: 3 clusters Score -2800007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2800041.500000 Penalty: 4855.665039
	Iteration 25Q: 3 clusters Score -2800042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2800069.250000 Penalty: 4855.665039
	Iteration 26Q: 3 clusters Score -2800069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2800089.750000 Penalty: 4855.665039
	Iteration 27Q: 3 clusters Score -2800090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2800107.250000 Penalty: 4855.665039
	Iteration 28Q: 3 clusters Score -2800107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2800125.000000 Penalty: 4855.665039
	Iteration 29Q: 3 clusters Score -2800125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2800138.750000 Penalty: 4855.665039
	Iteration 30Q: 3 clusters Score -2800139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2800153.750000 Penalty: 4855.665039
	Iteration 31Q: 3 clusters Score -2800154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2800167.000000 Penalty: 4855.665039
	Iteration 32Q: 3 clusters Score -2800167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2800174.750000 Penalty: 4855.665039
	Iteration 33Q: 3 clusters Score -2800175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2800179.750000 Penalty: 4855.665039
	Iteration 34Q: 3 clusters Score -2800180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2800187.250000 Penalty: 4855.665039
	Iteration 35Q: 3 clusters Score -2800187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2800190.000000 Penalty: 4855.665039
	Iteration 36Q: 3 clusters Score -2800190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2800192.500000 Penalty: 4855.665039
	Iteration 37Q: 3 clusters Score -2800192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2800195.250000 Penalty: 4855.665039
	Iteration 38Q: 3 clusters Score -2800195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2800194.500000 Penalty: 4855.665039
	Iteration 39Q: 3 clusters Score -2800194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2800198.250000 Penalty: 4855.665039
	Iteration 40F: 3 clusters Score -2800198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2800196.250000 Penalty: 4855.665039
	Iteration 41Q: 3 clusters Score -2800196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2800202.250000 Penalty: 4855.665039
	Iteration 42Q: 3 clusters Score -2800202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2800201.000000 Penalty: 4855.665039
	Iteration 43Q: 3 clusters Score -2800201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2800201.000000 Penalty: 4855.665039
	Iteration 44Q: 3 clusters Score -2800201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2800201.000000 Penalty: 4855.665039
	Iteration 45F: 3 clusters Score -2800201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -22769.595703 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -22769.6 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 124 members 
Entering Unmasked Estep 
Score: -21817.572266 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -21817.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22158.779297 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -22158.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22340.726562 Penalty: 2787.718750
	Iteration 2F: 3 clusters Score -22340.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22397.314453 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -22397.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22456.617188 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -22456.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22599.039062 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -22599.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22701.998047 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -22702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22775.533203 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -22775.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22776.482422 Penalty: 2787.718750
	Iteration 8Q: 3 clusters Score -22776.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22776.482422 Penalty: 2787.718750
	Iteration 9F: 3 clusters Score -22776.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64326 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 33366 members 
Mstep: Class 5 contains 115486 members 
Mstep: Class 6 contains 11365 members 
Mstep: Class 7 contains 102892 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 14623 members 
Mstep: Class 11 contains 63520 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 17848 members 
Mstep: Class 24 contains 177 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 20458 members 
Mstep: Class 28 contains 9170 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 35155 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 50224 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 9797 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 29709 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 17281 members 
Mstep: Class 42 contains 20684 members 
Mstep: Class 43 contains 3681 members 
Mstep: Class 44 contains 1132 members 
Mstep: Class 45 contains 99 members 
Entering Unmasked Estep 
Score: -120409224.000000 Penalty: 151630.234375
Splitting cluster 24 changes total score from -120411152.000000 to -120409224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Entering Unmasked Estep 
Score: -1271883.500000 Penalty: 2243.275391
	Iteration 0F: 2 clusters Score -1271884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1265215.125000 Penalty: 4486.550781
	Iteration 0F: 3 clusters Score -1265215 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1267189.500000 Penalty: 4486.550781
	Iteration 1F: 3 clusters Score -1267190 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1267726.250000 Penalty: 4486.550781
	Iteration 2F: 3 clusters Score -1267726 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1268214.000000 Penalty: 4486.550781
	Iteration 3F: 3 clusters Score -1268214 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1268636.875000 Penalty: 4486.550781
	Iteration 4F: 3 clusters Score -1268637 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1269003.625000 Penalty: 4486.550781
	Iteration 5F: 3 clusters Score -1269004 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1269301.625000 Penalty: 4486.550781
	Iteration 6F: 3 clusters Score -1269302 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1269545.375000 Penalty: 4486.550781
	Iteration 7Q: 3 clusters Score -1269545 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1269723.375000 Penalty: 4486.550781
	Iteration 8Q: 3 clusters Score -1269723 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1269850.000000 Penalty: 4486.550781
	Iteration 9Q: 3 clusters Score -1269850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1269940.375000 Penalty: 4486.550781
	Iteration 10Q: 3 clusters Score -1269940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1270015.125000 Penalty: 4486.550781
	Iteration 11Q: 3 clusters Score -1270015 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1270073.625000 Penalty: 4486.550781
	Iteration 12Q: 3 clusters Score -1270074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1270110.500000 Penalty: 4486.550781
	Iteration 13Q: 3 clusters Score -1270110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1270143.875000 Penalty: 4486.550781
	Iteration 14Q: 3 clusters Score -1270144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1270175.375000 Penalty: 4486.550781
	Iteration 15Q: 3 clusters Score -1270175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1270203.000000 Penalty: 4486.550781
	Iteration 16Q: 3 clusters Score -1270203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1270231.000000 Penalty: 4486.550781
	Iteration 17Q: 3 clusters Score -1270231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1270253.625000 Penalty: 4486.550781
	Iteration 18Q: 3 clusters Score -1270254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1270272.750000 Penalty: 4486.550781
	Iteration 19Q: 3 clusters Score -1270273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1270286.875000 Penalty: 4486.550781
	Iteration 20F: 3 clusters Score -1270287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1270299.375000 Penalty: 4486.550781
	Iteration 21Q: 3 clusters Score -1270299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1270308.375000 Penalty: 4486.550781
	Iteration 22Q: 3 clusters Score -1270308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1270317.500000 Penalty: 4486.550781
	Iteration 23Q: 3 clusters Score -1270318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1270321.250000 Penalty: 4486.550781
	Iteration 24Q: 3 clusters Score -1270321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1270321.750000 Penalty: 4486.550781
	Iteration 25Q: 3 clusters Score -1270322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1270326.250000 Penalty: 4486.550781
	Iteration 26Q: 3 clusters Score -1270326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1270333.875000 Penalty: 4486.550781
	Iteration 27Q: 3 clusters Score -1270334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1270337.125000 Penalty: 4486.550781
	Iteration 28Q: 3 clusters Score -1270337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1270346.750000 Penalty: 4486.550781
	Iteration 29Q: 3 clusters Score -1270347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1270347.125000 Penalty: 4486.550781
	Iteration 30Q: 3 clusters Score -1270347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1270348.875000 Penalty: 4486.550781
	Iteration 31Q: 3 clusters Score -1270349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1270354.000000 Penalty: 4486.550781
	Iteration 32Q: 3 clusters Score -1270354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1270358.500000 Penalty: 4486.550781
	Iteration 33Q: 3 clusters Score -1270358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1270362.375000 Penalty: 4486.550781
	Iteration 34Q: 3 clusters Score -1270362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1270366.500000 Penalty: 4486.550781
	Iteration 35Q: 3 clusters Score -1270366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1270368.875000 Penalty: 4486.550781
	Iteration 36Q: 3 clusters Score -1270369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1270371.000000 Penalty: 4486.550781
	Iteration 37Q: 3 clusters Score -1270371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1270371.625000 Penalty: 4486.550781
	Iteration 38Q: 3 clusters Score -1270372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1270373.875000 Penalty: 4486.550781
	Iteration 39Q: 3 clusters Score -1270374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1270374.500000 Penalty: 4486.550781
	Iteration 40F: 3 clusters Score -1270374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1270377.750000 Penalty: 4486.550781
	Iteration 41Q: 3 clusters Score -1270378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1270379.250000 Penalty: 4486.550781
	Iteration 42Q: 3 clusters Score -1270379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1270382.125000 Penalty: 4486.550781
	Iteration 43Q: 3 clusters Score -1270382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1270382.750000 Penalty: 4486.550781
	Iteration 44Q: 3 clusters Score -1270383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1270385.500000 Penalty: 4486.550781
	Iteration 45Q: 3 clusters Score -1270386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1270390.000000 Penalty: 4486.550781
	Iteration 46Q: 3 clusters Score -1270390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1270392.750000 Penalty: 4486.550781
	Iteration 47Q: 3 clusters Score -1270393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1270393.875000 Penalty: 4486.550781
	Iteration 48Q: 3 clusters Score -1270394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1270397.125000 Penalty: 4486.550781
	Iteration 49Q: 3 clusters Score -1270397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1270399.250000 Penalty: 4486.550781
	Iteration 50Q: 3 clusters Score -1270399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1270399.875000 Penalty: 4486.550781
	Iteration 51Q: 3 clusters Score -1270400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1270402.375000 Penalty: 4486.550781
	Iteration 52Q: 3 clusters Score -1270402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1270408.625000 Penalty: 4486.550781
	Iteration 53Q: 3 clusters Score -1270409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1270411.875000 Penalty: 4486.550781
	Iteration 54Q: 3 clusters Score -1270412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1270411.625000 Penalty: 4486.550781
	Iteration 55Q: 3 clusters Score -1270412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1270414.375000 Penalty: 4486.550781
	Iteration 56Q: 3 clusters Score -1270414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1270416.875000 Penalty: 4486.550781
	Iteration 57Q: 3 clusters Score -1270417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1270422.375000 Penalty: 4486.550781
	Iteration 58Q: 3 clusters Score -1270422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1270426.250000 Penalty: 4486.550781
	Iteration 59Q: 3 clusters Score -1270426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1270427.125000 Penalty: 4486.550781
	Iteration 60F: 3 clusters Score -1270427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1270430.875000 Penalty: 4486.550781
	Iteration 61Q: 3 clusters Score -1270431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1270435.375000 Penalty: 4486.550781
	Iteration 62Q: 3 clusters Score -1270435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1270432.500000 Penalty: 4486.550781
	Iteration 63Q: 3 clusters Score -1270432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1270431.625000 Penalty: 4486.550781
	Iteration 64Q: 3 clusters Score -1270432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1270430.750000 Penalty: 4486.550781
	Iteration 65Q: 3 clusters Score -1270431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1270431.375000 Penalty: 4486.550781
	Iteration 66Q: 3 clusters Score -1270431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1270433.000000 Penalty: 4486.550781
	Iteration 67Q: 3 clusters Score -1270433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1270432.500000 Penalty: 4486.550781
	Iteration 68Q: 3 clusters Score -1270432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1270432.500000 Penalty: 4486.550781
	Iteration 69F: 3 clusters Score -1270432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -1584644.750000 Penalty: 2299.665527
	Iteration 0F: 2 clusters Score -1584645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1576570.875000 Penalty: 4599.331055
	Iteration 0F: 3 clusters Score -1576571 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1579043.625000 Penalty: 4599.331055
	Iteration 1F: 3 clusters Score -1579044 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1579415.375000 Penalty: 4599.331055
	Iteration 2F: 3 clusters Score -1579415 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1579720.000000 Penalty: 4599.331055
	Iteration 3F: 3 clusters Score -1579720 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1580018.000000 Penalty: 4599.331055
	Iteration 4Q: 3 clusters Score -1580018 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1580327.875000 Penalty: 4599.331055
	Iteration 5Q: 3 clusters Score -1580328 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1580616.875000 Penalty: 4599.331055
	Iteration 6Q: 3 clusters Score -1580617 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1580877.875000 Penalty: 4599.331055
	Iteration 7Q: 3 clusters Score -1580878 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1581107.750000 Penalty: 4599.331055
	Iteration 8Q: 3 clusters Score -1581108 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1581292.875000 Penalty: 4599.331055
	Iteration 9Q: 3 clusters Score -1581293 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1581438.625000 Penalty: 4599.331055
	Iteration 10Q: 3 clusters Score -1581439 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1581565.625000 Penalty: 4599.331055
	Iteration 11Q: 3 clusters Score -1581566 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1581687.250000 Penalty: 4599.331055
	Iteration 12Q: 3 clusters Score -1581687 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1581809.625000 Penalty: 4599.331055
	Iteration 13Q: 3 clusters Score -1581810 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1581911.000000 Penalty: 4599.331055
	Iteration 14Q: 3 clusters Score -1581911 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1581982.875000 Penalty: 4599.331055
	Iteration 15Q: 3 clusters Score -1581983 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1582046.375000 Penalty: 4599.331055
	Iteration 16Q: 3 clusters Score -1582046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1582100.250000 Penalty: 4599.331055
	Iteration 17Q: 3 clusters Score -1582100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1582143.875000 Penalty: 4599.331055
	Iteration 18Q: 3 clusters Score -1582144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1582177.250000 Penalty: 4599.331055
	Iteration 19Q: 3 clusters Score -1582177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1582199.875000 Penalty: 4599.331055
	Iteration 20F: 3 clusters Score -1582200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1582234.375000 Penalty: 4599.331055
	Iteration 21Q: 3 clusters Score -1582234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1582274.625000 Penalty: 4599.331055
	Iteration 22Q: 3 clusters Score -1582275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1582316.750000 Penalty: 4599.331055
	Iteration 23Q: 3 clusters Score -1582317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1582363.375000 Penalty: 4599.331055
	Iteration 24Q: 3 clusters Score -1582363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1582414.000000 Penalty: 4599.331055
	Iteration 25Q: 3 clusters Score -1582414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1582466.625000 Penalty: 4599.331055
	Iteration 26Q: 3 clusters Score -1582467 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1582512.750000 Penalty: 4599.331055
	Iteration 27Q: 3 clusters Score -1582513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1582558.750000 Penalty: 4599.331055
	Iteration 28Q: 3 clusters Score -1582559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1582607.625000 Penalty: 4599.331055
	Iteration 29Q: 3 clusters Score -1582608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1582656.000000 Penalty: 4599.331055
	Iteration 30Q: 3 clusters Score -1582656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1582707.875000 Penalty: 4599.331055
	Iteration 31Q: 3 clusters Score -1582708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1582764.500000 Penalty: 4599.331055
	Iteration 32Q: 3 clusters Score -1582764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1582818.250000 Penalty: 4599.331055
	Iteration 33Q: 3 clusters Score -1582818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1582865.875000 Penalty: 4599.331055
	Iteration 34Q: 3 clusters Score -1582866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1582919.750000 Penalty: 4599.331055
	Iteration 35Q: 3 clusters Score -1582920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1582973.500000 Penalty: 4599.331055
	Iteration 36Q: 3 clusters Score -1582974 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1583017.500000 Penalty: 4599.331055
	Iteration 37Q: 3 clusters Score -1583018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1583079.375000 Penalty: 4599.331055
	Iteration 38Q: 3 clusters Score -1583079 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1583120.125000 Penalty: 4599.331055
	Iteration 39Q: 3 clusters Score -1583120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1583159.500000 Penalty: 4599.331055
	Iteration 40F: 3 clusters Score -1583160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1583201.125000 Penalty: 4599.331055
	Iteration 41Q: 3 clusters Score -1583201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1583231.500000 Penalty: 4599.331055
	Iteration 42Q: 3 clusters Score -1583232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1583258.875000 Penalty: 4599.331055
	Iteration 43Q: 3 clusters Score -1583259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1583280.375000 Penalty: 4599.331055
	Iteration 44Q: 3 clusters Score -1583280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1583290.875000 Penalty: 4599.331055
	Iteration 45Q: 3 clusters Score -1583291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1583310.250000 Penalty: 4599.331055
	Iteration 46Q: 3 clusters Score -1583310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1583318.750000 Penalty: 4599.331055
	Iteration 47Q: 3 clusters Score -1583319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1583335.375000 Penalty: 4599.331055
	Iteration 48Q: 3 clusters Score -1583335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1583346.125000 Penalty: 4599.331055
	Iteration 49Q: 3 clusters Score -1583346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1583350.750000 Penalty: 4599.331055
	Iteration 50Q: 3 clusters Score -1583351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1583359.375000 Penalty: 4599.331055
	Iteration 51Q: 3 clusters Score -1583359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1583371.750000 Penalty: 4599.331055
	Iteration 52Q: 3 clusters Score -1583372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1583381.625000 Penalty: 4599.331055
	Iteration 53Q: 3 clusters Score -1583382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1583389.125000 Penalty: 4599.331055
	Iteration 54Q: 3 clusters Score -1583389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1583394.500000 Penalty: 4599.331055
	Iteration 55Q: 3 clusters Score -1583394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1583393.625000 Penalty: 4599.331055
	Iteration 56Q: 3 clusters Score -1583394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1583403.500000 Penalty: 4599.331055
	Iteration 57Q: 3 clusters Score -1583404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1583407.625000 Penalty: 4599.331055
	Iteration 58Q: 3 clusters Score -1583408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1583407.875000 Penalty: 4599.331055
	Iteration 59Q: 3 clusters Score -1583408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1583413.500000 Penalty: 4599.331055
	Iteration 60F: 3 clusters Score -1583414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1583412.375000 Penalty: 4599.331055
	Iteration 61Q: 3 clusters Score -1583412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1583409.250000 Penalty: 4599.331055
	Iteration 62Q: 3 clusters Score -1583409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1583410.750000 Penalty: 4599.331055
	Iteration 63Q: 3 clusters Score -1583411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1583411.500000 Penalty: 4599.331055
	Iteration 64Q: 3 clusters Score -1583412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1583411.500000 Penalty: 4599.331055
	Iteration 65Q: 3 clusters Score -1583412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1583411.500000 Penalty: 4599.331055
	Iteration 66F: 3 clusters Score -1583412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Entering Unmasked Estep 
Score: -3200198.500000 Penalty: 2461.680176
	Iteration 0F: 2 clusters Score -3200198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3185809.250000 Penalty: 4923.360352
	Iteration 0F: 3 clusters Score -3185809 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3190734.250000 Penalty: 4923.360352
	Iteration 1F: 3 clusters Score -3190734 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3191164.750000 Penalty: 4923.360352
	Iteration 2F: 3 clusters Score -3191165 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3191510.000000 Penalty: 4923.360352
	Iteration 3Q: 3 clusters Score -3191510 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3191813.750000 Penalty: 4923.360352
	Iteration 4Q: 3 clusters Score -3191814 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3192089.250000 Penalty: 4923.360352
	Iteration 5Q: 3 clusters Score -3192089 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3192347.750000 Penalty: 4923.360352
	Iteration 6Q: 3 clusters Score -3192348 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3192598.500000 Penalty: 4923.360352
	Iteration 7Q: 3 clusters Score -3192598 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3192904.250000 Penalty: 4923.360352
	Iteration 8Q: 3 clusters Score -3192904 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3193270.000000 Penalty: 4923.360352
	Iteration 9Q: 3 clusters Score -3193270 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3193664.250000 Penalty: 4923.360352
	Iteration 10Q: 3 clusters Score -3193664 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3194032.000000 Penalty: 4923.360352
	Iteration 11Q: 3 clusters Score -3194032 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3194377.500000 Penalty: 4923.360352
	Iteration 12Q: 3 clusters Score -3194378 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3194751.250000 Penalty: 4923.360352
	Iteration 13Q: 3 clusters Score -3194751 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3195061.750000 Penalty: 4923.360352
	Iteration 14Q: 3 clusters Score -3195062 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3195319.250000 Penalty: 4923.360352
	Iteration 15Q: 3 clusters Score -3195319 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3195505.000000 Penalty: 4923.360352
	Iteration 16Q: 3 clusters Score -3195505 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3195641.750000 Penalty: 4923.360352
	Iteration 17Q: 3 clusters Score -3195642 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3195734.750000 Penalty: 4923.360352
	Iteration 18Q: 3 clusters Score -3195735 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3195832.000000 Penalty: 4923.360352
	Iteration 19Q: 3 clusters Score -3195832 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3195916.750000 Penalty: 4923.360352
	Iteration 20F: 3 clusters Score -3195917 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3196000.000000 Penalty: 4923.360352
	Iteration 21Q: 3 clusters Score -3196000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3196065.250000 Penalty: 4923.360352
	Iteration 22Q: 3 clusters Score -3196065 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3196121.000000 Penalty: 4923.360352
	Iteration 23Q: 3 clusters Score -3196121 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3196180.000000 Penalty: 4923.360352
	Iteration 24Q: 3 clusters Score -3196180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3196257.750000 Penalty: 4923.360352
	Iteration 25Q: 3 clusters Score -3196258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3196317.000000 Penalty: 4923.360352
	Iteration 26Q: 3 clusters Score -3196317 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3196359.000000 Penalty: 4923.360352
	Iteration 27Q: 3 clusters Score -3196359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3196410.250000 Penalty: 4923.360352
	Iteration 28Q: 3 clusters Score -3196410 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3196473.250000 Penalty: 4923.360352
	Iteration 29Q: 3 clusters Score -3196473 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3196520.000000 Penalty: 4923.360352
	Iteration 30Q: 3 clusters Score -3196520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3196565.750000 Penalty: 4923.360352
	Iteration 31Q: 3 clusters Score -3196566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3196612.000000 Penalty: 4923.360352
	Iteration 32Q: 3 clusters Score -3196612 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3196663.250000 Penalty: 4923.360352
	Iteration 33Q: 3 clusters Score -3196663 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3196739.500000 Penalty: 4923.360352
	Iteration 34Q: 3 clusters Score -3196740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3196816.250000 Penalty: 4923.360352
	Iteration 35Q: 3 clusters Score -3196816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3196898.500000 Penalty: 4923.360352
	Iteration 36Q: 3 clusters Score -3196898 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3196997.500000 Penalty: 4923.360352
	Iteration 37Q: 3 clusters Score -3196998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3197074.250000 Penalty: 4923.360352
	Iteration 38Q: 3 clusters Score -3197074 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3197176.500000 Penalty: 4923.360352
	Iteration 39Q: 3 clusters Score -3197176 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3197268.250000 Penalty: 4923.360352
	Iteration 40F: 3 clusters Score -3197268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3197367.750000 Penalty: 4923.360352
	Iteration 41Q: 3 clusters Score -3197368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3197458.000000 Penalty: 4923.360352
	Iteration 42Q: 3 clusters Score -3197458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3197539.500000 Penalty: 4923.360352
	Iteration 43Q: 3 clusters Score -3197540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3197613.000000 Penalty: 4923.360352
	Iteration 44Q: 3 clusters Score -3197613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3197677.500000 Penalty: 4923.360352
	Iteration 45Q: 3 clusters Score -3197678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3197740.250000 Penalty: 4923.360352
	Iteration 46Q: 3 clusters Score -3197740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3197792.500000 Penalty: 4923.360352
	Iteration 47Q: 3 clusters Score -3197792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3197841.250000 Penalty: 4923.360352
	Iteration 48Q: 3 clusters Score -3197841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3197882.500000 Penalty: 4923.360352
	Iteration 49Q: 3 clusters Score -3197882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3197925.250000 Penalty: 4923.360352
	Iteration 50Q: 3 clusters Score -3197925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3197963.000000 Penalty: 4923.360352
	Iteration 51Q: 3 clusters Score -3197963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3197978.250000 Penalty: 4923.360352
	Iteration 52Q: 3 clusters Score -3197978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3197994.250000 Penalty: 4923.360352
	Iteration 53Q: 3 clusters Score -3197994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3198011.250000 Penalty: 4923.360352
	Iteration 54Q: 3 clusters Score -3198011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3198021.750000 Penalty: 4923.360352
	Iteration 55Q: 3 clusters Score -3198022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3198032.000000 Penalty: 4923.360352
	Iteration 56Q: 3 clusters Score -3198032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3198049.250000 Penalty: 4923.360352
	Iteration 57Q: 3 clusters Score -3198049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3198058.750000 Penalty: 4923.360352
	Iteration 58Q: 3 clusters Score -3198059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3198067.000000 Penalty: 4923.360352
	Iteration 59Q: 3 clusters Score -3198067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3198078.250000 Penalty: 4923.360352
	Iteration 60F: 3 clusters Score -3198078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3198090.000000 Penalty: 4923.360352
	Iteration 61Q: 3 clusters Score -3198090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3198088.000000 Penalty: 4923.360352
	Iteration 62Q: 3 clusters Score -3198088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3198090.750000 Penalty: 4923.360352
	Iteration 63Q: 3 clusters Score -3198091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3198099.250000 Penalty: 4923.360352
	Iteration 64Q: 3 clusters Score -3198099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3198102.250000 Penalty: 4923.360352
	Iteration 65Q: 3 clusters Score -3198102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3198102.250000 Penalty: 4923.360352
	Iteration 66Q: 3 clusters Score -3198102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3198101.000000 Penalty: 4923.360352
	Iteration 67Q: 3 clusters Score -3198101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3198103.500000 Penalty: 4923.360352
	Iteration 68Q: 3 clusters Score -3198104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3198106.500000 Penalty: 4923.360352
	Iteration 69Q: 3 clusters Score -3198106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3198110.000000 Penalty: 4923.360352
	Iteration 70Q: 3 clusters Score -3198110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3198111.750000 Penalty: 4923.360352
	Iteration 71Q: 3 clusters Score -3198112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3198114.500000 Penalty: 4923.360352
	Iteration 72Q: 3 clusters Score -3198114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3198115.250000 Penalty: 4923.360352
	Iteration 73Q: 3 clusters Score -3198115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3198117.500000 Penalty: 4923.360352
	Iteration 74Q: 3 clusters Score -3198118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3198121.750000 Penalty: 4923.360352
	Iteration 75Q: 3 clusters Score -3198122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3198120.000000 Penalty: 4923.360352
	Iteration 76Q: 3 clusters Score -3198120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3198123.750000 Penalty: 4923.360352
	Iteration 77Q: 3 clusters Score -3198124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3198123.750000 Penalty: 4923.360352
	Iteration 78F: 3 clusters Score -3198124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Entering Unmasked Estep 
Score: -1357853.250000 Penalty: 2262.675781
	Iteration 0F: 2 clusters Score -1357853 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 4502 members 
Entering Unmasked Estep 
Score: -1350761.250000 Penalty: 4525.351562
	Iteration 0F: 3 clusters Score -1350761 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1352948.375000 Penalty: 4525.351562
	Iteration 1F: 3 clusters Score -1352948 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1353455.500000 Penalty: 4525.351562
	Iteration 2F: 3 clusters Score -1353456 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1353927.125000 Penalty: 4525.351562
	Iteration 3F: 3 clusters Score -1353927 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1354398.375000 Penalty: 4525.351562
	Iteration 4F: 3 clusters Score -1354398 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1354864.375000 Penalty: 4525.351562
	Iteration 5F: 3 clusters Score -1354864 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1355348.750000 Penalty: 4525.351562
	Iteration 6F: 3 clusters Score -1355349 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1355801.375000 Penalty: 4525.351562
	Iteration 7F: 3 clusters Score -1355801 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1356113.750000 Penalty: 4525.351562
	Iteration 8Q: 3 clusters Score -1356114 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1356334.875000 Penalty: 4525.351562
	Iteration 9Q: 3 clusters Score -1356335 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1356476.500000 Penalty: 4525.351562
	Iteration 10Q: 3 clusters Score -1356476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1356573.125000 Penalty: 4525.351562
	Iteration 11Q: 3 clusters Score -1356573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1356652.375000 Penalty: 4525.351562
	Iteration 12Q: 3 clusters Score -1356652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1356712.750000 Penalty: 4525.351562
	Iteration 13Q: 3 clusters Score -1356713 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1356735.000000 Penalty: 4525.351562
	Iteration 14Q: 3 clusters Score -1356735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1356764.875000 Penalty: 4525.351562
	Iteration 15Q: 3 clusters Score -1356765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1356788.250000 Penalty: 4525.351562
	Iteration 16Q: 3 clusters Score -1356788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1356804.250000 Penalty: 4525.351562
	Iteration 17Q: 3 clusters Score -1356804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1356816.500000 Penalty: 4525.351562
	Iteration 18Q: 3 clusters Score -1356816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1356826.125000 Penalty: 4525.351562
	Iteration 19Q: 3 clusters Score -1356826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1356835.500000 Penalty: 4525.351562
	Iteration 20F: 3 clusters Score -1356836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1356844.750000 Penalty: 4525.351562
	Iteration 21Q: 3 clusters Score -1356845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1356850.750000 Penalty: 4525.351562
	Iteration 22Q: 3 clusters Score -1356851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1356859.875000 Penalty: 4525.351562
	Iteration 23Q: 3 clusters Score -1356860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1356868.000000 Penalty: 4525.351562
	Iteration 24Q: 3 clusters Score -1356868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1356869.750000 Penalty: 4525.351562
	Iteration 25Q: 3 clusters Score -1356870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1356875.750000 Penalty: 4525.351562
	Iteration 26Q: 3 clusters Score -1356876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1356879.250000 Penalty: 4525.351562
	Iteration 27Q: 3 clusters Score -1356879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1356882.875000 Penalty: 4525.351562
	Iteration 28Q: 3 clusters Score -1356883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1356882.500000 Penalty: 4525.351562
	Iteration 29Q: 3 clusters Score -1356882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1356883.750000 Penalty: 4525.351562
	Iteration 30Q: 3 clusters Score -1356884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1356888.250000 Penalty: 4525.351562
	Iteration 31Q: 3 clusters Score -1356888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1356890.375000 Penalty: 4525.351562
	Iteration 32Q: 3 clusters Score -1356890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1356890.750000 Penalty: 4525.351562
	Iteration 33Q: 3 clusters Score -1356891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1356892.000000 Penalty: 4525.351562
	Iteration 34Q: 3 clusters Score -1356892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1356890.250000 Penalty: 4525.351562
	Iteration 35Q: 3 clusters Score -1356890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1356890.500000 Penalty: 4525.351562
	Iteration 36Q: 3 clusters Score -1356890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1356892.250000 Penalty: 4525.351562
	Iteration 37Q: 3 clusters Score -1356892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1356892.250000 Penalty: 4525.351562
	Iteration 38Q: 3 clusters Score -1356892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1356892.625000 Penalty: 4525.351562
	Iteration 39Q: 3 clusters Score -1356893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1356889.750000 Penalty: 4525.351562
	Iteration 40F: 3 clusters Score -1356890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1356890.750000 Penalty: 4525.351562
	Iteration 41Q: 3 clusters Score -1356891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1356890.750000 Penalty: 4525.351562
	Iteration 42F: 3 clusters Score -1356891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -901742.937500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -901742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -896545.375000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -896545.4 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -897931.312500 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -897931.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -898221.687500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -898221.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -898452.562500 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -898452.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -898666.875000 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -898666.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -898852.937500 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -898852.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -899029.000000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -899029 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -899201.125000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -899201.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -899348.875000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -899348.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -899480.500000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -899480.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -899613.062500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -899613.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -899750.125000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -899750.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -899860.312500 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -899860.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -899953.000000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -899953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -900024.375000 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -900024.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -900083.937500 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -900083.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -900115.625000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -900115.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -900137.437500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -900137.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -900157.000000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -900157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -900168.937500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -900168.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -900185.437500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -900185.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -900193.687500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -900193.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -900201.875000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -900201.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -900209.875000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -900209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -900215.687500 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -900215.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -900223.125000 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -900223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -900229.937500 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -900229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -900232.125000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -900232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -900233.250000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -900233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -900234.812500 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -900234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -900235.937500 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -900235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -900237.250000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -900237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -900237.250000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -900237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -900238.250000 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -900238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -900238.875000 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -900238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -900238.875000 Penalty: 4324.051758
	Iteration 35F: 3 clusters Score -900238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -961110.562500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -961110.6 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 3237 members 
Entering Unmasked Estep 
Score: -955730.750000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -955730.8 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -957274.625000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -957274.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -957669.562500 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -957669.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -957990.250000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -957990.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -958272.062500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -958272.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -958466.937500 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -958466.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -958660.125000 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -958660.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -958843.500000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -958843.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -958999.000000 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -958999 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -959083.625000 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -959083.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -959154.312500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -959154.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -959212.187500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -959212.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -959252.062500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -959252.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -959285.187500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -959285.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -959311.750000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -959311.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -959328.937500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -959328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -959340.187500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -959340.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -959352.687500 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -959352.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -959359.187500 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -959359.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959368.937500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -959368.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -959374.312500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -959374.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959381.187500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -959381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959385.937500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -959385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959389.437500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -959389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -959391.375000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -959391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -959394.625000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -959394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959396.000000 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -959396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -959402.062500 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -959402.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959408.000000 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -959408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -959414.625000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -959414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959417.187500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -959417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -959418.187500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -959418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -959419.250000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -959419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959420.875000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -959420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -959421.687500 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -959421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959422.062500 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -959422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -959422.062500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -959422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -959422.062500 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -959422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -959423.500000 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -959423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -959424.062500 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -959424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -959424.250000 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -959424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -959426.812500 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -959426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -959426.375000 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -959426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -959426.687500 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -959426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -959424.375000 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -959424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -959426.500000 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -959426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -959426.687500 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -959426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -959427.687500 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -959427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -959427.687500 Penalty: 4347.590332
	Iteration 48F: 3 clusters Score -959427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Entering Unmasked Estep 
Score: -5189323.000000 Penalty: 2595.945312
	Iteration 0F: 2 clusters Score -5189323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5165465.500000 Penalty: 5191.890625
	Iteration 0F: 3 clusters Score -5165466 nChanged 15966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5174651.500000 Penalty: 5191.890625
	Iteration 1F: 3 clusters Score -5174652 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5175728.000000 Penalty: 5191.890625
	Iteration 2F: 3 clusters Score -5175728 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5176976.500000 Penalty: 5191.890625
	Iteration 3F: 3 clusters Score -5176976 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5178499.500000 Penalty: 5191.890625
	Iteration 4F: 3 clusters Score -5178500 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5180072.000000 Penalty: 5191.890625
	Iteration 5F: 3 clusters Score -5180072 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -5181506.500000 Penalty: 5191.890625
	Iteration 6F: 3 clusters Score -5181506 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5182738.500000 Penalty: 5191.890625
	Iteration 7F: 3 clusters Score -5182738 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5183676.000000 Penalty: 5191.890625
	Iteration 8Q: 3 clusters Score -5183676 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5184327.500000 Penalty: 5191.890625
	Iteration 9Q: 3 clusters Score -5184328 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5184772.500000 Penalty: 5191.890625
	Iteration 10Q: 3 clusters Score -5184772 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -5185097.500000 Penalty: 5191.890625
	Iteration 11Q: 3 clusters Score -5185098 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5185286.500000 Penalty: 5191.890625
	Iteration 12Q: 3 clusters Score -5185286 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5185482.500000 Penalty: 5191.890625
	Iteration 13Q: 3 clusters Score -5185482 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5185626.500000 Penalty: 5191.890625
	Iteration 14Q: 3 clusters Score -5185626 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5185700.500000 Penalty: 5191.890625
	Iteration 15Q: 3 clusters Score -5185700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5185807.500000 Penalty: 5191.890625
	Iteration 16Q: 3 clusters Score -5185808 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5185903.000000 Penalty: 5191.890625
	Iteration 17Q: 3 clusters Score -5185903 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -5185976.000000 Penalty: 5191.890625
	Iteration 18Q: 3 clusters Score -5185976 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -5186039.500000 Penalty: 5191.890625
	Iteration 19Q: 3 clusters Score -5186040 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -5186108.500000 Penalty: 5191.890625
	Iteration 20F: 3 clusters Score -5186108 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5186168.500000 Penalty: 5191.890625
	Iteration 21Q: 3 clusters Score -5186168 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5186275.500000 Penalty: 5191.890625
	Iteration 22Q: 3 clusters Score -5186276 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5186362.000000 Penalty: 5191.890625
	Iteration 23Q: 3 clusters Score -5186362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5186439.000000 Penalty: 5191.890625
	Iteration 24Q: 3 clusters Score -5186439 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5186547.500000 Penalty: 5191.890625
	Iteration 25Q: 3 clusters Score -5186548 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5186605.000000 Penalty: 5191.890625
	Iteration 26Q: 3 clusters Score -5186605 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -5186698.000000 Penalty: 5191.890625
	Iteration 27Q: 3 clusters Score -5186698 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5186784.500000 Penalty: 5191.890625
	Iteration 28Q: 3 clusters Score -5186784 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5186855.500000 Penalty: 5191.890625
	Iteration 29Q: 3 clusters Score -5186856 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -5186960.500000 Penalty: 5191.890625
	Iteration 30Q: 3 clusters Score -5186960 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5187075.500000 Penalty: 5191.890625
	Iteration 31Q: 3 clusters Score -5187076 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5187191.000000 Penalty: 5191.890625
	Iteration 32Q: 3 clusters Score -5187191 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -5187252.500000 Penalty: 5191.890625
	Iteration 33Q: 3 clusters Score -5187252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -5187318.000000 Penalty: 5191.890625
	Iteration 34Q: 3 clusters Score -5187318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5187381.000000 Penalty: 5191.890625
	Iteration 35Q: 3 clusters Score -5187381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5187426.000000 Penalty: 5191.890625
	Iteration 36Q: 3 clusters Score -5187426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5187478.000000 Penalty: 5191.890625
	Iteration 37Q: 3 clusters Score -5187478 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5187509.000000 Penalty: 5191.890625
	Iteration 38Q: 3 clusters Score -5187509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5187555.500000 Penalty: 5191.890625
	Iteration 39Q: 3 clusters Score -5187556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5187595.500000 Penalty: 5191.890625
	Iteration 40F: 3 clusters Score -5187596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -5187624.000000 Penalty: 5191.890625
	Iteration 41Q: 3 clusters Score -5187624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -5187660.500000 Penalty: 5191.890625
	Iteration 42Q: 3 clusters Score -5187660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -5187703.000000 Penalty: 5191.890625
	Iteration 43Q: 3 clusters Score -5187703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5187717.500000 Penalty: 5191.890625
	Iteration 44Q: 3 clusters Score -5187718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5187759.500000 Penalty: 5191.890625
	Iteration 45Q: 3 clusters Score -5187760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -5187806.500000 Penalty: 5191.890625
	Iteration 46Q: 3 clusters Score -5187806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5187852.000000 Penalty: 5191.890625
	Iteration 47Q: 3 clusters Score -5187852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5187862.000000 Penalty: 5191.890625
	Iteration 48Q: 3 clusters Score -5187862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -5187880.500000 Penalty: 5191.890625
	Iteration 49Q: 3 clusters Score -5187880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5187890.000000 Penalty: 5191.890625
	Iteration 50Q: 3 clusters Score -5187890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5187913.500000 Penalty: 5191.890625
	Iteration 51Q: 3 clusters Score -5187914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -5187914.500000 Penalty: 5191.890625
	Iteration 52Q: 3 clusters Score -5187914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5187932.000000 Penalty: 5191.890625
	Iteration 53Q: 3 clusters Score -5187932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -5187960.000000 Penalty: 5191.890625
	Iteration 54Q: 3 clusters Score -5187960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -5187983.000000 Penalty: 5191.890625
	Iteration 55Q: 3 clusters Score -5187983 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -5187992.000000 Penalty: 5191.890625
	Iteration 56Q: 3 clusters Score -5187992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5188011.000000 Penalty: 5191.890625
	Iteration 57Q: 3 clusters Score -5188011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5188020.000000 Penalty: 5191.890625
	Iteration 58Q: 3 clusters Score -5188020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5188028.500000 Penalty: 5191.890625
	Iteration 59Q: 3 clusters Score -5188028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5188034.500000 Penalty: 5191.890625
	Iteration 60F: 3 clusters Score -5188034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5188043.000000 Penalty: 5191.890625
	Iteration 61Q: 3 clusters Score -5188043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5188039.000000 Penalty: 5191.890625
	Iteration 62Q: 3 clusters Score -5188039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5188042.000000 Penalty: 5191.890625
	Iteration 63Q: 3 clusters Score -5188042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5188049.500000 Penalty: 5191.890625
	Iteration 64Q: 3 clusters Score -5188050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5188058.500000 Penalty: 5191.890625
	Iteration 65Q: 3 clusters Score -5188058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -5188063.000000 Penalty: 5191.890625
	Iteration 66Q: 3 clusters Score -5188063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5188070.500000 Penalty: 5191.890625
	Iteration 67Q: 3 clusters Score -5188070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5188071.000000 Penalty: 5191.890625
	Iteration 68Q: 3 clusters Score -5188071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5188075.000000 Penalty: 5191.890625
	Iteration 69Q: 3 clusters Score -5188075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5188075.500000 Penalty: 5191.890625
	Iteration 70Q: 3 clusters Score -5188076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5188077.000000 Penalty: 5191.890625
	Iteration 71Q: 3 clusters Score -5188077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5188071.500000 Penalty: 5191.890625
	Iteration 72Q: 3 clusters Score -5188072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5188075.500000 Penalty: 5191.890625
	Iteration 73Q: 3 clusters Score -5188076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5188076.500000 Penalty: 5191.890625
	Iteration 74Q: 3 clusters Score -5188076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -5188084.500000 Penalty: 5191.890625
	Iteration 75Q: 3 clusters Score -5188084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -5188087.000000 Penalty: 5191.890625
	Iteration 76Q: 3 clusters Score -5188087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5188087.500000 Penalty: 5191.890625
	Iteration 77Q: 3 clusters Score -5188088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5188087.500000 Penalty: 5191.890625
	Iteration 78F: 3 clusters Score -5188088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -34522.851562 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -34522.85 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 120 members 
Entering Unmasked Estep 
Score: -33306.156250 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -33306.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33392.187500 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -33392.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33417.191406 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -33417.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33417.191406 Penalty: 2742.596680
	Iteration 3F: 3 clusters Score -33417.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Entering Unmasked Estep 
Score: -7838962.500000 Penalty: 2684.413574
	Iteration 0F: 2 clusters Score -7838962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -7805015.500000 Penalty: 5368.827148
	Iteration 0F: 3 clusters Score -7805016 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -7818040.000000 Penalty: 5368.827148
	Iteration 1F: 3 clusters Score -7818040 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7818812.500000 Penalty: 5368.827148
	Iteration 2Q: 3 clusters Score -7818812 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -7819588.000000 Penalty: 5368.827148
	Iteration 3Q: 3 clusters Score -7819588 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7820664.000000 Penalty: 5368.827148
	Iteration 4Q: 3 clusters Score -7820664 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7821859.500000 Penalty: 5368.827148
	Iteration 5Q: 3 clusters Score -7821860 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7823202.500000 Penalty: 5368.827148
	Iteration 6F: 3 clusters Score -7823202 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -7824540.000000 Penalty: 5368.827148
	Iteration 7Q: 3 clusters Score -7824540 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -7826147.500000 Penalty: 5368.827148
	Iteration 8F: 3 clusters Score -7826148 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -7827846.500000 Penalty: 5368.827148
	Iteration 9F: 3 clusters Score -7827846 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -7829595.000000 Penalty: 5368.827148
	Iteration 10F: 3 clusters Score -7829595 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -7831256.000000 Penalty: 5368.827148
	Iteration 11Q: 3 clusters Score -7831256 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7832706.000000 Penalty: 5368.827148
	Iteration 12Q: 3 clusters Score -7832706 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7833927.500000 Penalty: 5368.827148
	Iteration 13Q: 3 clusters Score -7833928 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7834928.000000 Penalty: 5368.827148
	Iteration 14Q: 3 clusters Score -7834928 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7835553.500000 Penalty: 5368.827148
	Iteration 15Q: 3 clusters Score -7835554 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7835997.000000 Penalty: 5368.827148
	Iteration 16Q: 3 clusters Score -7835997 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7836277.500000 Penalty: 5368.827148
	Iteration 17Q: 3 clusters Score -7836278 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7836480.500000 Penalty: 5368.827148
	Iteration 18Q: 3 clusters Score -7836480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7836600.000000 Penalty: 5368.827148
	Iteration 19Q: 3 clusters Score -7836600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7836673.000000 Penalty: 5368.827148
	Iteration 20F: 3 clusters Score -7836673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7836736.500000 Penalty: 5368.827148
	Iteration 21Q: 3 clusters Score -7836736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7836782.000000 Penalty: 5368.827148
	Iteration 22Q: 3 clusters Score -7836782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7836826.000000 Penalty: 5368.827148
	Iteration 23Q: 3 clusters Score -7836826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7836853.500000 Penalty: 5368.827148
	Iteration 24Q: 3 clusters Score -7836854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7836851.500000 Penalty: 5368.827148
	Iteration 25Q: 3 clusters Score -7836852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7836856.000000 Penalty: 5368.827148
	Iteration 26Q: 3 clusters Score -7836856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7836864.500000 Penalty: 5368.827148
	Iteration 27Q: 3 clusters Score -7836864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7836868.500000 Penalty: 5368.827148
	Iteration 28Q: 3 clusters Score -7836868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7836884.500000 Penalty: 5368.827148
	Iteration 29Q: 3 clusters Score -7836884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7836892.000000 Penalty: 5368.827148
	Iteration 30Q: 3 clusters Score -7836892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7836892.000000 Penalty: 5368.827148
	Iteration 31Q: 3 clusters Score -7836892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7836898.500000 Penalty: 5368.827148
	Iteration 32Q: 3 clusters Score -7836898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7836902.500000 Penalty: 5368.827148
	Iteration 33Q: 3 clusters Score -7836902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7836896.500000 Penalty: 5368.827148
	Iteration 34Q: 3 clusters Score -7836896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7836896.500000 Penalty: 5368.827148
	Iteration 35F: 3 clusters Score -7836896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -986009.500000 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -986009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -980577.312500 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -980577.3 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -982264.062500 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -982264.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -982745.937500 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -982745.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -983274.000000 Penalty: 4358.763672
	Iteration 3F: 3 clusters Score -983274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -983819.625000 Penalty: 4358.763672
	Iteration 4F: 3 clusters Score -983819.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -984348.375000 Penalty: 4358.763672
	Iteration 5F: 3 clusters Score -984348.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -984761.937500 Penalty: 4358.763672
	Iteration 6F: 3 clusters Score -984761.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -985107.875000 Penalty: 4358.763672
	Iteration 7F: 3 clusters Score -985107.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -985347.625000 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -985347.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -985509.187500 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -985509.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -985618.625000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -985618.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -985683.000000 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -985683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -985721.812500 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -985721.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -985741.250000 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -985741.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -985762.125000 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -985762.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -985777.250000 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -985777.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -985792.687500 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -985792.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -985815.187500 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -985815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -985834.562500 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -985834.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -985852.625000 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -985852.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -985867.375000 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -985867.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -985884.875000 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -985884.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -985901.187500 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -985901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -985910.000000 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -985910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -985914.937500 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -985914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -985916.375000 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -985916.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -985919.500000 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -985919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -985920.937500 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -985920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -985920.500000 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -985920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -985921.250000 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -985921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -985924.875000 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -985924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -985927.625000 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -985927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -985926.062500 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -985926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -985928.062500 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -985928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -985930.062500 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -985930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -985932.687500 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -985932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -985932.937500 Penalty: 4358.763672
	Iteration 36Q: 3 clusters Score -985932.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -985932.375000 Penalty: 4358.763672
	Iteration 37Q: 3 clusters Score -985932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -985934.750000 Penalty: 4358.763672
	Iteration 38Q: 3 clusters Score -985934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -985935.437500 Penalty: 4358.763672
	Iteration 39Q: 3 clusters Score -985935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -985936.500000 Penalty: 4358.763672
	Iteration 40F: 3 clusters Score -985936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -985937.812500 Penalty: 4358.763672
	Iteration 41Q: 3 clusters Score -985937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -985937.250000 Penalty: 4358.763672
	Iteration 42Q: 3 clusters Score -985937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -985938.375000 Penalty: 4358.763672
	Iteration 43Q: 3 clusters Score -985938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -985938.375000 Penalty: 4358.763672
	Iteration 44F: 3 clusters Score -985938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -31254.640625 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -31254.64 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 124 members 
Entering Unmasked Estep 
Score: -30114.335938 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -30114.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30187.695312 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -30187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30200.519531 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -30200.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30207.453125 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -30207.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30207.453125 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -30207.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -191901.937500 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -191901.9 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 642 members 
Entering Unmasked Estep 
Score: -189755.140625 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -189755.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -190119.296875 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -190119.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -190229.453125 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -190229.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190289.984375 Penalty: 3547.525391
	Iteration 3Q: 3 clusters Score -190290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -190336.468750 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -190336.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -190377.890625 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -190377.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -190414.015625 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -190414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -190458.546875 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -190458.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -190499.015625 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -190499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -190548.453125 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -190548.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -190582.250000 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -190582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -190598.937500 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -190598.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -190614.984375 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -190615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -190632.000000 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -190632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -190641.578125 Penalty: 3547.525391
	Iteration 14Q: 3 clusters Score -190641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -190653.875000 Penalty: 3547.525391
	Iteration 15Q: 3 clusters Score -190653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -190664.734375 Penalty: 3547.525391
	Iteration 16Q: 3 clusters Score -190664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -190672.406250 Penalty: 3547.525391
	Iteration 17Q: 3 clusters Score -190672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -190674.921875 Penalty: 3547.525391
	Iteration 18Q: 3 clusters Score -190674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -190678.593750 Penalty: 3547.525391
	Iteration 19Q: 3 clusters Score -190678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -190681.703125 Penalty: 3547.525391
	Iteration 20F: 3 clusters Score -190681.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1477345.500000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -1477346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1469815.875000 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -1469816 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1472009.000000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -1472009 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1472375.000000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -1472375 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1472752.000000 Penalty: 4558.156738
	Iteration 3F: 3 clusters Score -1472752 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1473095.750000 Penalty: 4558.156738
	Iteration 4F: 3 clusters Score -1473096 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1473484.250000 Penalty: 4558.156738
	Iteration 5F: 3 clusters Score -1473484 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1473914.750000 Penalty: 4558.156738
	Iteration 6F: 3 clusters Score -1473915 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1474421.000000 Penalty: 4558.156738
	Iteration 7F: 3 clusters Score -1474421 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1474994.125000 Penalty: 4558.156738
	Iteration 8F: 3 clusters Score -1474994 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1475556.375000 Penalty: 4558.156738
	Iteration 9F: 3 clusters Score -1475556 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1476004.500000 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -1476004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1476331.375000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -1476331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1476488.500000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -1476488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1476584.625000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -1476585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1476617.000000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -1476617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1476635.375000 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -1476635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1476650.250000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -1476650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1476653.000000 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -1476653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1476653.250000 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -1476653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1476654.375000 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -1476654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1476655.875000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -1476656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1476659.875000 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -1476660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1476661.375000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -1476661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1476662.250000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -1476662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1476663.750000 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -1476664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1476664.875000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -1476665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1476664.500000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -1476664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1476664.500000 Penalty: 4558.156738
	Iteration 27F: 3 clusters Score -1476664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -101443.179688 Penalty: 1639.452515
	Iteration 0F: 2 clusters Score -101443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99757.554688 Penalty: 3278.905029
	Iteration 0F: 3 clusters Score -99757.55 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100013.445312 Penalty: 3278.905029
	Iteration 1F: 3 clusters Score -100013.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100093.304688 Penalty: 3278.905029
	Iteration 2F: 3 clusters Score -100093.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100140.968750 Penalty: 3278.905029
	Iteration 3Q: 3 clusters Score -100141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100183.921875 Penalty: 3278.905029
	Iteration 4Q: 3 clusters Score -100183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100191.656250 Penalty: 3278.905029
	Iteration 5Q: 3 clusters Score -100191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100193.898438 Penalty: 3278.905029
	Iteration 6Q: 3 clusters Score -100193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100193.898438 Penalty: 3278.905029
	Iteration 7F: 3 clusters Score -100193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Entering Unmasked Estep 
Score: -4624658.000000 Penalty: 2554.203125
	Iteration 0F: 2 clusters Score -4624658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4604470.500000 Penalty: 5108.406250
	Iteration 0F: 3 clusters Score -4604470 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4611814.500000 Penalty: 5108.406250
	Iteration 1F: 3 clusters Score -4611814 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4612425.000000 Penalty: 5108.406250
	Iteration 2F: 3 clusters Score -4612425 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4613007.000000 Penalty: 5108.406250
	Iteration 3Q: 3 clusters Score -4613007 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4613563.500000 Penalty: 5108.406250
	Iteration 4Q: 3 clusters Score -4613564 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4614179.000000 Penalty: 5108.406250
	Iteration 5Q: 3 clusters Score -4614179 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4614885.500000 Penalty: 5108.406250
	Iteration 6Q: 3 clusters Score -4614886 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4615637.000000 Penalty: 5108.406250
	Iteration 7Q: 3 clusters Score -4615637 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4616451.500000 Penalty: 5108.406250
	Iteration 8F: 3 clusters Score -4616452 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4617262.500000 Penalty: 5108.406250
	Iteration 9F: 3 clusters Score -4617262 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4617872.500000 Penalty: 5108.406250
	Iteration 10Q: 3 clusters Score -4617872 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4618269.500000 Penalty: 5108.406250
	Iteration 11Q: 3 clusters Score -4618270 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -4618525.500000 Penalty: 5108.406250
	Iteration 12Q: 3 clusters Score -4618526 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4618672.500000 Penalty: 5108.406250
	Iteration 13Q: 3 clusters Score -4618672 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4618743.500000 Penalty: 5108.406250
	Iteration 14Q: 3 clusters Score -4618744 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4618832.000000 Penalty: 5108.406250
	Iteration 15Q: 3 clusters Score -4618832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -4618881.500000 Penalty: 5108.406250
	Iteration 16Q: 3 clusters Score -4618882 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4618939.500000 Penalty: 5108.406250
	Iteration 17Q: 3 clusters Score -4618940 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4618979.000000 Penalty: 5108.406250
	Iteration 18Q: 3 clusters Score -4618979 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4619015.000000 Penalty: 5108.406250
	Iteration 19Q: 3 clusters Score -4619015 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4619043.000000 Penalty: 5108.406250
	Iteration 20F: 3 clusters Score -4619043 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4619079.500000 Penalty: 5108.406250
	Iteration 21Q: 3 clusters Score -4619080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4619114.500000 Penalty: 5108.406250
	Iteration 22Q: 3 clusters Score -4619114 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -4619167.500000 Penalty: 5108.406250
	Iteration 23Q: 3 clusters Score -4619168 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4619200.000000 Penalty: 5108.406250
	Iteration 24Q: 3 clusters Score -4619200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4619248.000000 Penalty: 5108.406250
	Iteration 25Q: 3 clusters Score -4619248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4619318.000000 Penalty: 5108.406250
	Iteration 26Q: 3 clusters Score -4619318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4619389.000000 Penalty: 5108.406250
	Iteration 27Q: 3 clusters Score -4619389 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4619449.500000 Penalty: 5108.406250
	Iteration 28Q: 3 clusters Score -4619450 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4619538.500000 Penalty: 5108.406250
	Iteration 29Q: 3 clusters Score -4619538 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4619662.000000 Penalty: 5108.406250
	Iteration 30Q: 3 clusters Score -4619662 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4619821.500000 Penalty: 5108.406250
	Iteration 31Q: 3 clusters Score -4619822 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4620024.500000 Penalty: 5108.406250
	Iteration 32Q: 3 clusters Score -4620024 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4620247.000000 Penalty: 5108.406250
	Iteration 33Q: 3 clusters Score -4620247 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -4620487.500000 Penalty: 5108.406250
	Iteration 34Q: 3 clusters Score -4620488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4620781.500000 Penalty: 5108.406250
	Iteration 35Q: 3 clusters Score -4620782 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4621136.000000 Penalty: 5108.406250
	Iteration 36Q: 3 clusters Score -4621136 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4621486.000000 Penalty: 5108.406250
	Iteration 37Q: 3 clusters Score -4621486 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4621842.500000 Penalty: 5108.406250
	Iteration 38Q: 3 clusters Score -4621842 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4622201.500000 Penalty: 5108.406250
	Iteration 39Q: 3 clusters Score -4622202 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4622574.000000 Penalty: 5108.406250
	Iteration 40F: 3 clusters Score -4622574 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -4622914.000000 Penalty: 5108.406250
	Iteration 41Q: 3 clusters Score -4622914 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4623221.000000 Penalty: 5108.406250
	Iteration 42Q: 3 clusters Score -4623221 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4623446.500000 Penalty: 5108.406250
	Iteration 43Q: 3 clusters Score -4623446 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4623561.000000 Penalty: 5108.406250
	Iteration 44Q: 3 clusters Score -4623561 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4623637.500000 Penalty: 5108.406250
	Iteration 45Q: 3 clusters Score -4623638 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4623678.500000 Penalty: 5108.406250
	Iteration 46Q: 3 clusters Score -4623678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4623689.000000 Penalty: 5108.406250
	Iteration 47Q: 3 clusters Score -4623689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4623729.000000 Penalty: 5108.406250
	Iteration 48Q: 3 clusters Score -4623729 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4623747.500000 Penalty: 5108.406250
	Iteration 49Q: 3 clusters Score -4623748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4623765.500000 Penalty: 5108.406250
	Iteration 50Q: 3 clusters Score -4623766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4623767.500000 Penalty: 5108.406250
	Iteration 51Q: 3 clusters Score -4623768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4623769.000000 Penalty: 5108.406250
	Iteration 52Q: 3 clusters Score -4623769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4623772.500000 Penalty: 5108.406250
	Iteration 53Q: 3 clusters Score -4623772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4623775.000000 Penalty: 5108.406250
	Iteration 54Q: 3 clusters Score -4623775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4623774.500000 Penalty: 5108.406250
	Iteration 55Q: 3 clusters Score -4623774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4623786.000000 Penalty: 5108.406250
	Iteration 56Q: 3 clusters Score -4623786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4623782.500000 Penalty: 5108.406250
	Iteration 57Q: 3 clusters Score -4623782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4623793.500000 Penalty: 5108.406250
	Iteration 58Q: 3 clusters Score -4623794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4623798.000000 Penalty: 5108.406250
	Iteration 59Q: 3 clusters Score -4623798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4623808.500000 Penalty: 5108.406250
	Iteration 60F: 3 clusters Score -4623808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4623808.000000 Penalty: 5108.406250
	Iteration 61Q: 3 clusters Score -4623808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4623811.500000 Penalty: 5108.406250
	Iteration 62Q: 3 clusters Score -4623812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4623818.500000 Penalty: 5108.406250
	Iteration 63Q: 3 clusters Score -4623818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4623822.500000 Penalty: 5108.406250
	Iteration 64Q: 3 clusters Score -4623822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4623825.000000 Penalty: 5108.406250
	Iteration 65Q: 3 clusters Score -4623825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4623828.000000 Penalty: 5108.406250
	Iteration 66Q: 3 clusters Score -4623828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4623830.000000 Penalty: 5108.406250
	Iteration 67Q: 3 clusters Score -4623830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4623836.000000 Penalty: 5108.406250
	Iteration 68Q: 3 clusters Score -4623836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4623842.000000 Penalty: 5108.406250
	Iteration 69Q: 3 clusters Score -4623842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4623838.000000 Penalty: 5108.406250
	Iteration 70Q: 3 clusters Score -4623838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4623840.500000 Penalty: 5108.406250
	Iteration 71Q: 3 clusters Score -4623840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4623844.000000 Penalty: 5108.406250
	Iteration 72Q: 3 clusters Score -4623844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4623843.000000 Penalty: 5108.406250
	Iteration 73Q: 3 clusters Score -4623843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4623842.500000 Penalty: 5108.406250
	Iteration 74Q: 3 clusters Score -4623842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4623837.000000 Penalty: 5108.406250
	Iteration 75Q: 3 clusters Score -4623837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4623841.500000 Penalty: 5108.406250
	Iteration 76Q: 3 clusters Score -4623842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4623850.000000 Penalty: 5108.406250
	Iteration 77Q: 3 clusters Score -4623850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4623844.500000 Penalty: 5108.406250
	Iteration 78Q: 3 clusters Score -4623844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4623846.500000 Penalty: 5108.406250
	Iteration 79Q: 3 clusters Score -4623846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4623842.500000 Penalty: 5108.406250
	Iteration 80F: 3 clusters Score -4623842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4623839.500000 Penalty: 5108.406250
	Iteration 81Q: 3 clusters Score -4623840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4623844.500000 Penalty: 5108.406250
	Iteration 82Q: 3 clusters Score -4623844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4623846.000000 Penalty: 5108.406250
	Iteration 83Q: 3 clusters Score -4623846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4623852.000000 Penalty: 5108.406250
	Iteration 84Q: 3 clusters Score -4623852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4623847.500000 Penalty: 5108.406250
	Iteration 85Q: 3 clusters Score -4623848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4623841.000000 Penalty: 5108.406250
	Iteration 86Q: 3 clusters Score -4623841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4623842.500000 Penalty: 5108.406250
	Iteration 87Q: 3 clusters Score -4623842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4623843.000000 Penalty: 5108.406250
	Iteration 88Q: 3 clusters Score -4623843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4623841.500000 Penalty: 5108.406250
	Iteration 89Q: 3 clusters Score -4623842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4623841.500000 Penalty: 5108.406250
	Iteration 90F: 3 clusters Score -4623842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -61226.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -61226.54 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 220 members 
Entering Unmasked Estep 
Score: -59820.722656 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -59820.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59962.324219 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -59962.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59997.050781 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -59997.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60004.562500 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -60004.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60006.214844 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -60006.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60008.695312 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -60008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60012.382812 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -60012.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60012.382812 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -60012.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -2590426.500000 Penalty: 2419.826172
	Iteration 0F: 2 clusters Score -2590426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2578167.750000 Penalty: 4839.652344
	Iteration 0F: 3 clusters Score -2578168 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2582498.250000 Penalty: 4839.652344
	Iteration 1F: 3 clusters Score -2582498 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2583468.500000 Penalty: 4839.652344
	Iteration 2F: 3 clusters Score -2583468 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2584629.750000 Penalty: 4839.652344
	Iteration 3F: 3 clusters Score -2584630 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2585918.500000 Penalty: 4839.652344
	Iteration 4F: 3 clusters Score -2585918 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2586969.250000 Penalty: 4839.652344
	Iteration 5F: 3 clusters Score -2586969 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2587793.500000 Penalty: 4839.652344
	Iteration 6F: 3 clusters Score -2587794 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2588432.750000 Penalty: 4839.652344
	Iteration 7F: 3 clusters Score -2588433 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2588913.750000 Penalty: 4839.652344
	Iteration 8Q: 3 clusters Score -2588914 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2589235.250000 Penalty: 4839.652344
	Iteration 9Q: 3 clusters Score -2589235 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2589457.500000 Penalty: 4839.652344
	Iteration 10Q: 3 clusters Score -2589458 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2589603.750000 Penalty: 4839.652344
	Iteration 11Q: 3 clusters Score -2589604 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2589693.750000 Penalty: 4839.652344
	Iteration 12Q: 3 clusters Score -2589694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2589766.000000 Penalty: 4839.652344
	Iteration 13Q: 3 clusters Score -2589766 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2589840.500000 Penalty: 4839.652344
	Iteration 14Q: 3 clusters Score -2589840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2589907.000000 Penalty: 4839.652344
	Iteration 15Q: 3 clusters Score -2589907 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2589962.750000 Penalty: 4839.652344
	Iteration 16Q: 3 clusters Score -2589963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2589987.000000 Penalty: 4839.652344
	Iteration 17Q: 3 clusters Score -2589987 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2590019.500000 Penalty: 4839.652344
	Iteration 18Q: 3 clusters Score -2590020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2590048.750000 Penalty: 4839.652344
	Iteration 19Q: 3 clusters Score -2590049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2590069.250000 Penalty: 4839.652344
	Iteration 20F: 3 clusters Score -2590069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2590092.250000 Penalty: 4839.652344
	Iteration 21Q: 3 clusters Score -2590092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2590110.000000 Penalty: 4839.652344
	Iteration 22Q: 3 clusters Score -2590110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2590120.000000 Penalty: 4839.652344
	Iteration 23Q: 3 clusters Score -2590120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2590126.750000 Penalty: 4839.652344
	Iteration 24Q: 3 clusters Score -2590127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2590131.750000 Penalty: 4839.652344
	Iteration 25Q: 3 clusters Score -2590132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2590148.000000 Penalty: 4839.652344
	Iteration 26Q: 3 clusters Score -2590148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2590154.000000 Penalty: 4839.652344
	Iteration 27Q: 3 clusters Score -2590154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2590171.000000 Penalty: 4839.652344
	Iteration 28Q: 3 clusters Score -2590171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2590174.250000 Penalty: 4839.652344
	Iteration 29Q: 3 clusters Score -2590174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2590185.750000 Penalty: 4839.652344
	Iteration 30Q: 3 clusters Score -2590186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2590195.500000 Penalty: 4839.652344
	Iteration 31Q: 3 clusters Score -2590196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2590205.500000 Penalty: 4839.652344
	Iteration 32Q: 3 clusters Score -2590206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2590221.000000 Penalty: 4839.652344
	Iteration 33Q: 3 clusters Score -2590221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2590220.750000 Penalty: 4839.652344
	Iteration 34Q: 3 clusters Score -2590221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2590230.500000 Penalty: 4839.652344
	Iteration 35Q: 3 clusters Score -2590230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2590224.000000 Penalty: 4839.652344
	Iteration 36Q: 3 clusters Score -2590224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2590225.750000 Penalty: 4839.652344
	Iteration 37Q: 3 clusters Score -2590226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2590227.000000 Penalty: 4839.652344
	Iteration 38Q: 3 clusters Score -2590227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2590231.250000 Penalty: 4839.652344
	Iteration 39Q: 3 clusters Score -2590231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2590240.250000 Penalty: 4839.652344
	Iteration 40F: 3 clusters Score -2590240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2590243.750000 Penalty: 4839.652344
	Iteration 41Q: 3 clusters Score -2590244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2590255.250000 Penalty: 4839.652344
	Iteration 42Q: 3 clusters Score -2590255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2590258.750000 Penalty: 4839.652344
	Iteration 43Q: 3 clusters Score -2590259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2590262.500000 Penalty: 4839.652344
	Iteration 44Q: 3 clusters Score -2590262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2590263.750000 Penalty: 4839.652344
	Iteration 45Q: 3 clusters Score -2590264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2590264.000000 Penalty: 4839.652344
	Iteration 46Q: 3 clusters Score -2590264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2590266.000000 Penalty: 4839.652344
	Iteration 47Q: 3 clusters Score -2590266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2590269.250000 Penalty: 4839.652344
	Iteration 48Q: 3 clusters Score -2590269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2590270.250000 Penalty: 4839.652344
	Iteration 49Q: 3 clusters Score -2590270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2590265.750000 Penalty: 4839.652344
	Iteration 50Q: 3 clusters Score -2590266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2590274.000000 Penalty: 4839.652344
	Iteration 51Q: 3 clusters Score -2590274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2590280.000000 Penalty: 4839.652344
	Iteration 52Q: 3 clusters Score -2590280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 4839.652344
	Iteration 53Q: 3 clusters Score -2590284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2590285.500000 Penalty: 4839.652344
	Iteration 54Q: 3 clusters Score -2590286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2590288.250000 Penalty: 4839.652344
	Iteration 55Q: 3 clusters Score -2590288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2590289.750000 Penalty: 4839.652344
	Iteration 56Q: 3 clusters Score -2590290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2590291.750000 Penalty: 4839.652344
	Iteration 57Q: 3 clusters Score -2590292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2590295.750000 Penalty: 4839.652344
	Iteration 58Q: 3 clusters Score -2590296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2590298.250000 Penalty: 4839.652344
	Iteration 59Q: 3 clusters Score -2590298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2590299.500000 Penalty: 4839.652344
	Iteration 60F: 3 clusters Score -2590300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2590294.000000 Penalty: 4839.652344
	Iteration 61Q: 3 clusters Score -2590294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2590291.750000 Penalty: 4839.652344
	Iteration 62Q: 3 clusters Score -2590292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2590293.250000 Penalty: 4839.652344
	Iteration 63Q: 3 clusters Score -2590293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2590293.250000 Penalty: 4839.652344
	Iteration 64F: 3 clusters Score -2590293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Entering Unmasked Estep 
Score: -3201190.500000 Penalty: 2464.404785
	Iteration 0F: 2 clusters Score -3201190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3186716.500000 Penalty: 4928.809570
	Iteration 0F: 3 clusters Score -3186716 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3191571.500000 Penalty: 4928.809570
	Iteration 1F: 3 clusters Score -3191572 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3192019.000000 Penalty: 4928.809570
	Iteration 2F: 3 clusters Score -3192019 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3192400.750000 Penalty: 4928.809570
	Iteration 3Q: 3 clusters Score -3192401 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3192702.250000 Penalty: 4928.809570
	Iteration 4Q: 3 clusters Score -3192702 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3192992.500000 Penalty: 4928.809570
	Iteration 5Q: 3 clusters Score -3192992 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3193266.750000 Penalty: 4928.809570
	Iteration 6Q: 3 clusters Score -3193267 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3193593.250000 Penalty: 4928.809570
	Iteration 7Q: 3 clusters Score -3193593 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3194043.500000 Penalty: 4928.809570
	Iteration 8Q: 3 clusters Score -3194044 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3194694.000000 Penalty: 4928.809570
	Iteration 9F: 3 clusters Score -3194694 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3195480.750000 Penalty: 4928.809570
	Iteration 10F: 3 clusters Score -3195481 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3196356.250000 Penalty: 4928.809570
	Iteration 11F: 3 clusters Score -3196356 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3197089.500000 Penalty: 4928.809570
	Iteration 12F: 3 clusters Score -3197090 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3197711.500000 Penalty: 4928.809570
	Iteration 13Q: 3 clusters Score -3197712 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3198176.500000 Penalty: 4928.809570
	Iteration 14Q: 3 clusters Score -3198176 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3198536.750000 Penalty: 4928.809570
	Iteration 15Q: 3 clusters Score -3198537 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3198832.000000 Penalty: 4928.809570
	Iteration 16Q: 3 clusters Score -3198832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3199060.250000 Penalty: 4928.809570
	Iteration 17Q: 3 clusters Score -3199060 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3199252.250000 Penalty: 4928.809570
	Iteration 18Q: 3 clusters Score -3199252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3199360.250000 Penalty: 4928.809570
	Iteration 19Q: 3 clusters Score -3199360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3199449.250000 Penalty: 4928.809570
	Iteration 20F: 3 clusters Score -3199449 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3199515.750000 Penalty: 4928.809570
	Iteration 21Q: 3 clusters Score -3199516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3199560.750000 Penalty: 4928.809570
	Iteration 22Q: 3 clusters Score -3199561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3199585.250000 Penalty: 4928.809570
	Iteration 23Q: 3 clusters Score -3199585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3199611.250000 Penalty: 4928.809570
	Iteration 24Q: 3 clusters Score -3199611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3199629.250000 Penalty: 4928.809570
	Iteration 25Q: 3 clusters Score -3199629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3199630.250000 Penalty: 4928.809570
	Iteration 26Q: 3 clusters Score -3199630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3199636.250000 Penalty: 4928.809570
	Iteration 27Q: 3 clusters Score -3199636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3199637.000000 Penalty: 4928.809570
	Iteration 28Q: 3 clusters Score -3199637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3199633.000000 Penalty: 4928.809570
	Iteration 29Q: 3 clusters Score -3199633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3199631.000000 Penalty: 4928.809570
	Iteration 30Q: 3 clusters Score -3199631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3199638.500000 Penalty: 4928.809570
	Iteration 31Q: 3 clusters Score -3199638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3199643.250000 Penalty: 4928.809570
	Iteration 32Q: 3 clusters Score -3199643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3199650.500000 Penalty: 4928.809570
	Iteration 33Q: 3 clusters Score -3199650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3199649.750000 Penalty: 4928.809570
	Iteration 34Q: 3 clusters Score -3199650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3199653.000000 Penalty: 4928.809570
	Iteration 35Q: 3 clusters Score -3199653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3199653.750000 Penalty: 4928.809570
	Iteration 36Q: 3 clusters Score -3199654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3199653.750000 Penalty: 4928.809570
	Iteration 37F: 3 clusters Score -3199654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -556041.875000 Penalty: 2036.312988
	Iteration 0F: 2 clusters Score -556041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -552362.375000 Penalty: 4072.625977
	Iteration 0F: 3 clusters Score -552362.4 nChanged 1313
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: -553154.625000 Penalty: 4072.625977
	Iteration 1F: 3 clusters Score -553154.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -553313.625000 Penalty: 4072.625977
	Iteration 2F: 3 clusters Score -553313.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -553400.312500 Penalty: 4072.625977
	Iteration 3Q: 3 clusters Score -553400.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -553457.562500 Penalty: 4072.625977
	Iteration 4Q: 3 clusters Score -553457.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -553502.875000 Penalty: 4072.625977
	Iteration 5Q: 3 clusters Score -553502.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -553539.750000 Penalty: 4072.625977
	Iteration 6Q: 3 clusters Score -553539.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -553570.062500 Penalty: 4072.625977
	Iteration 7Q: 3 clusters Score -553570.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -553600.437500 Penalty: 4072.625977
	Iteration 8Q: 3 clusters Score -553600.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -553619.875000 Penalty: 4072.625977
	Iteration 9Q: 3 clusters Score -553619.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -553637.187500 Penalty: 4072.625977
	Iteration 10Q: 3 clusters Score -553637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -553647.312500 Penalty: 4072.625977
	Iteration 11Q: 3 clusters Score -553647.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -553657.312500 Penalty: 4072.625977
	Iteration 12Q: 3 clusters Score -553657.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -553668.812500 Penalty: 4072.625977
	Iteration 13Q: 3 clusters Score -553668.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -553677.625000 Penalty: 4072.625977
	Iteration 14Q: 3 clusters Score -553677.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -553682.375000 Penalty: 4072.625977
	Iteration 15Q: 3 clusters Score -553682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -553684.625000 Penalty: 4072.625977
	Iteration 16Q: 3 clusters Score -553684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -553688.375000 Penalty: 4072.625977
	Iteration 17Q: 3 clusters Score -553688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -553695.375000 Penalty: 4072.625977
	Iteration 18Q: 3 clusters Score -553695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -553701.000000 Penalty: 4072.625977
	Iteration 19Q: 3 clusters Score -553701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -553706.125000 Penalty: 4072.625977
	Iteration 20F: 3 clusters Score -553706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -553709.687500 Penalty: 4072.625977
	Iteration 21Q: 3 clusters Score -553709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -553711.187500 Penalty: 4072.625977
	Iteration 22Q: 3 clusters Score -553711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -553714.125000 Penalty: 4072.625977
	Iteration 23Q: 3 clusters Score -553714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -553722.000000 Penalty: 4072.625977
	Iteration 24Q: 3 clusters Score -553722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -553727.812500 Penalty: 4072.625977
	Iteration 25Q: 3 clusters Score -553727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -553734.750000 Penalty: 4072.625977
	Iteration 26Q: 3 clusters Score -553734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -553740.250000 Penalty: 4072.625977
	Iteration 27Q: 3 clusters Score -553740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -553747.375000 Penalty: 4072.625977
	Iteration 28Q: 3 clusters Score -553747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -553749.375000 Penalty: 4072.625977
	Iteration 29Q: 3 clusters Score -553749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -553750.437500 Penalty: 4072.625977
	Iteration 30Q: 3 clusters Score -553750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -553752.500000 Penalty: 4072.625977
	Iteration 31Q: 3 clusters Score -553752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -553753.000000 Penalty: 4072.625977
	Iteration 32Q: 3 clusters Score -553753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -553755.500000 Penalty: 4072.625977
	Iteration 33Q: 3 clusters Score -553755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -553758.812500 Penalty: 4072.625977
	Iteration 34Q: 3 clusters Score -553758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -553759.875000 Penalty: 4072.625977
	Iteration 35Q: 3 clusters Score -553759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -553762.250000 Penalty: 4072.625977
	Iteration 36Q: 3 clusters Score -553762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -553763.937500 Penalty: 4072.625977
	Iteration 37Q: 3 clusters Score -553763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -553766.750000 Penalty: 4072.625977
	Iteration 38Q: 3 clusters Score -553766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -553773.125000 Penalty: 4072.625977
	Iteration 39Q: 3 clusters Score -553773.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -553778.312500 Penalty: 4072.625977
	Iteration 40F: 3 clusters Score -553778.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -553784.125000 Penalty: 4072.625977
	Iteration 41Q: 3 clusters Score -553784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -553790.125000 Penalty: 4072.625977
	Iteration 42Q: 3 clusters Score -553790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -553798.375000 Penalty: 4072.625977
	Iteration 43Q: 3 clusters Score -553798.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -553806.562500 Penalty: 4072.625977
	Iteration 44Q: 3 clusters Score -553806.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -553814.437500 Penalty: 4072.625977
	Iteration 45Q: 3 clusters Score -553814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -553824.250000 Penalty: 4072.625977
	Iteration 46Q: 3 clusters Score -553824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -553833.312500 Penalty: 4072.625977
	Iteration 47Q: 3 clusters Score -553833.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -553846.937500 Penalty: 4072.625977
	Iteration 48Q: 3 clusters Score -553846.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -553854.875000 Penalty: 4072.625977
	Iteration 49Q: 3 clusters Score -553854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -553866.062500 Penalty: 4072.625977
	Iteration 50Q: 3 clusters Score -553866.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -553874.437500 Penalty: 4072.625977
	Iteration 51Q: 3 clusters Score -553874.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -553887.562500 Penalty: 4072.625977
	Iteration 52Q: 3 clusters Score -553887.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -553913.312500 Penalty: 4072.625977
	Iteration 53Q: 3 clusters Score -553913.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -553955.187500 Penalty: 4072.625977
	Iteration 54Q: 3 clusters Score -553955.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -554018.250000 Penalty: 4072.625977
	Iteration 55Q: 3 clusters Score -554018.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -554081.250000 Penalty: 4072.625977
	Iteration 56Q: 3 clusters Score -554081.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -554141.937500 Penalty: 4072.625977
	Iteration 57Q: 3 clusters Score -554141.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -554233.937500 Penalty: 4072.625977
	Iteration 58Q: 3 clusters Score -554233.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -554341.000000 Penalty: 4072.625977
	Iteration 59Q: 3 clusters Score -554341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -554460.812500 Penalty: 4072.625977
	Iteration 60F: 3 clusters Score -554460.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -554543.000000 Penalty: 4072.625977
	Iteration 61Q: 3 clusters Score -554543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -554604.875000 Penalty: 4072.625977
	Iteration 62Q: 3 clusters Score -554604.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -554654.437500 Penalty: 4072.625977
	Iteration 63Q: 3 clusters Score -554654.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -554690.125000 Penalty: 4072.625977
	Iteration 64Q: 3 clusters Score -554690.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -554724.937500 Penalty: 4072.625977
	Iteration 65Q: 3 clusters Score -554724.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -554766.312500 Penalty: 4072.625977
	Iteration 66Q: 3 clusters Score -554766.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -554824.625000 Penalty: 4072.625977
	Iteration 67Q: 3 clusters Score -554824.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -554868.937500 Penalty: 4072.625977
	Iteration 68Q: 3 clusters Score -554868.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -554919.187500 Penalty: 4072.625977
	Iteration 69Q: 3 clusters Score -554919.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -554991.500000 Penalty: 4072.625977
	Iteration 70Q: 3 clusters Score -554991.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -555042.750000 Penalty: 4072.625977
	Iteration 71Q: 3 clusters Score -555042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -555063.875000 Penalty: 4072.625977
	Iteration 72Q: 3 clusters Score -555063.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -555084.500000 Penalty: 4072.625977
	Iteration 73Q: 3 clusters Score -555084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -555098.812500 Penalty: 4072.625977
	Iteration 74Q: 3 clusters Score -555098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -555109.812500 Penalty: 4072.625977
	Iteration 75Q: 3 clusters Score -555109.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -555117.437500 Penalty: 4072.625977
	Iteration 76Q: 3 clusters Score -555117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -555121.875000 Penalty: 4072.625977
	Iteration 77Q: 3 clusters Score -555121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -555125.250000 Penalty: 4072.625977
	Iteration 78Q: 3 clusters Score -555125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -555128.312500 Penalty: 4072.625977
	Iteration 79Q: 3 clusters Score -555128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -555132.437500 Penalty: 4072.625977
	Iteration 80F: 3 clusters Score -555132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -555134.437500 Penalty: 4072.625977
	Iteration 81Q: 3 clusters Score -555134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -555134.687500 Penalty: 4072.625977
	Iteration 82Q: 3 clusters Score -555134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -555134.687500 Penalty: 4072.625977
	Iteration 83F: 3 clusters Score -555134.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -153000.187500 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -153000.2 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 560 members 
Entering Unmasked Estep 
Score: -151066.921875 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -151066.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151511.109375 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -151511.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151784.031250 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -151784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152073.250000 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -152073.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152343.390625 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -152343.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152541.875000 Penalty: 3487.743652
	Iteration 5F: 3 clusters Score -152541.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -152681.343750 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -152681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152740.515625 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -152740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152789.859375 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -152789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152829.078125 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -152829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152844.718750 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -152844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152854.531250 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -152854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152858.421875 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -152858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152861.015625 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -152861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152874.218750 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -152874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152884.046875 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -152884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152890.421875 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -152890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152898.156250 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -152898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152903.437500 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -152903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152906.437500 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -152906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152906.953125 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -152907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152911.093750 Penalty: 3487.743652
	Iteration 21Q: 3 clusters Score -152911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152913.609375 Penalty: 3487.743652
	Iteration 22Q: 3 clusters Score -152913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152913.609375 Penalty: 3487.743652
	Iteration 23F: 3 clusters Score -152913.6 nChanged 0
--- Evaluating fit on full set of 2387009 points ---
Entering Unmasked Estep 
Score: -364465632.000000 Penalty: 160248.734375
25->45 Clusters: Score -364465632.000000, best is -364750048.000000

Main iterations: 0 (time per=infms)
Total iterations: 85982 (time per=279.204491ms)
Iterations metric 2: 3476080820224.000000 (time per=6.906215ns)
Iterations metric 3: 104288894320640.000000 (time per=230.192876ps)

That took 24006.560547 seconds.
